income,owns_a_car,owns_a_bike,has_an_active_loan,owns_a_house,nr_children,credit,loan_annuity,accompanied_by,income_type,education_level,marital_status,is_male,type_of_contract,type_of_housing,residence_density,age_in_days,consecutive_days_of_employment,nr_days_since_last_registration_change,nr_days_since_last_document_change,has_provided_a_mobile_number,has_provided_a_home_number,was_reachable_at_work,job,nr_family_members,city_rating,weekday_of_application,hour_of_application,same_residence_and_home,same_work_and_home,score_1,score_2,score_3,nr_defaults_in_social_circle,inquiries_in_last_year,has_defaulted
15750.0,False,False,False,False,1,149963.84,4397.85,Alone,Service,2.0,M,False,CL,Family,0.020713,11318,369,5165,2155,True,False,False,Sales,3,2,2,8.0,True,True,0.43502837,0.5647524,0.6738301,True,3.0,0
27000.0,True,False,False,True,0,28440.0,1913.4,Alone,Service,1.0,S,False,CL,Family,0.018634,10052,389,7758,2647,True,False,False,Drivers,1,2,4,13.0,True,True,0.26801383,0.6841138,0.49386287,True,6.0,0
11250.0,False,True,True,False,0,36000.0,2066.4,Alone,Service,1.0,S,False,CL,Home,0.031329,12969,5840,7066,4321,True,True,True,Core,1,2,3,19.0,True,True,0.4534784,0.24944139,0.75574005,True,1.0,0
27000.0,False,False,True,True,0,76022.55,3233.7,Alone,Service,2.0,M,False,CL,Home,0.025164,13923,5879,5795,4774,True,False,False,Core,2,2,2,15.0,True,True,0.3027764,0.6499145,0.6894792,True,2.0,0
15750.0,False,False,True,True,3,128835.0,3780.0,Alone,Commercial,2.0,M,False,CL,Home,0.04622,13891,345,7924,5019,True,False,False,Core,5,1,2,14.0,True,True,0.55030346,0.6198784,0.8357765,True,1.0,0
27000.0,True,False,False,True,3,53366.85,4003.2,Alone,Commercial,1.0,M,False,CL,Home,0.032561,12323,1117,5420,3900,True,False,True,Laborers,5,1,4,10.0,True,True,0.47716856,0.6774466,0.5814837,True,4.0,0
9000.0,False,True,False,False,0,66494.7,2401.2,Alone,Service,1.0,S,False,CL,Home,0.010556,19983,235,10216,3545,True,False,False,Medicine,1,3,5,12.0,True,True,0.6471317,0.29661784,0.2851799,True,2.0,0
11250.0,False,False,True,False,1,30146.4,2394.9,Alone,Service,1.0,M,False,CL,Home,0.010032,9614,1364,6385,1078,True,False,False,Laborers,3,2,4,7.0,True,True,0.13825332,0.17564133,0.23143935,True,3.0,0
18000.0,True,False,True,True,1,27000.0,724.95,Alone,Service,1.0,D,False,CL,Home,0.026392,14559,4911,2244,4890,True,True,True,Laborers,2,2,2,11.0,True,True,0.7419299,0.64244527,0.39794633,True,0.0,0
18000.0,True,True,True,True,0,48149.55,3351.15,Alone,Service,1.0,M,False,CL,Home,0.00702,9114,646,9087,1801,True,True,False,Sales,2,2,6,11.0,True,True,0.13543537,0.47013357,0.23661083,True,7.0,0
15750.0,True,True,False,True,0,57340.8,2072.7,Alone,Service,2.0,M,False,CL,Home,0.010556,10977,639,5588,3515,True,False,False,Laborers,2,3,0,10.0,True,True,0.28883958,0.2720402,0.6848277,True,3.0,0
18000.0,True,True,False,True,0,27370.8,3095.55,Alone,Govt Job,2.0,M,False,CL,Home,0.010032,8675,1232,126,1365,True,False,True,Core,2,2,4,5.0,True,True,0.24575576,0.29501894,0.5549468,True,2.0,0
17100.0,False,False,True,True,1,46328.4,2266.2,Alone,Service,1.0,D,False,CL,Home,0.018634,15156,3816,6517,4262,True,False,False,Sales,2,2,5,13.0,True,True,0.49068484,0.5653651,0.27213368,True,2.0,0
18900.0,True,True,True,True,0,122301.0,5194.8,Alone,Commercial,2.0,M,False,CL,Home,0.00963,14999,4416,3335,5231,True,False,True,Accountants,2,2,5,13.0,True,True,0.7827113,0.78162307,0.45789954,True,0.0,0
9000.0,False,False,False,False,0,80865.0,2330.55,Alone,Commercial,2.0,M,False,CL,Home,0.018801,12583,1839,36,3956,True,False,False,High skill tech,2,2,6,10.0,True,True,0.3672291,0.6018277,0.49566582,True,0.0,0
63000.0,True,False,False,True,0,101250.0,5062.5,Alone,Commercial,2.0,S,False,RL,Home,0.072508,9211,756,3,930,True,False,False,IT,1,1,6,13.0,True,True,0.62279385,0.655333,0.3944954,True,0.0,0
27000.0,True,True,False,True,0,67500.0,4711.05,Alone,Commercial,1.0,M,False,CL,Home,0.026392,17906,5301,9328,1452,True,False,True,Managers,2,2,6,14.0,True,True,0.35239726,0.66738486,0.6127042,True,1.0,0
27900.0,True,False,False,True,1,171483.3,5397.3,Alone,Service,2.0,M,False,CL,Home,0.025164,14475,5495,8071,5111,True,False,True,Laborers,3,2,3,11.0,True,True,0.28567243,0.6549377,0.62461466,True,1.0,0
9000.0,True,False,False,True,1,6112.8,704.25,Alone,Service,2.0,M,False,CL,Home,0.018634,9049,1052,8864,808,True,False,False,Sales,3,2,5,15.0,True,True,0.32345527,0.14151326,0.33285058,True,0.0,0
20250.0,True,False,True,True,0,59947.2,2653.65,Alone,Service,1.0,S,False,CL,Home,0.025164,19221,4013,11604,2749,True,False,False,Medicine,1,2,1,11.0,True,True,0.6763523,0.5943373,0.23143935,True,1.0,0
15750.0,False,False,True,True,0,23985.0,2859.3,Alone,Govt Job,1.0,M,False,CL,Home,0.003818,11749,505,1717,275,True,True,True,Accountants,2,2,5,7.0,True,True,0.37911966,0.5044628,0.38591468,True,2.0,0
18900.0,False,True,False,False,1,81404.1,2393.1,Alone,Govt Job,4.0,M,False,CL,Home,0.009175,13454,4013,776,3588,True,False,False,Core,3,2,3,10.0,True,True,0.42361125,0.6434894,0.73381454,True,1.0,0
9000.0,True,True,True,True,0,43128.0,2087.55,Alone,Service,2.0,M,False,CL,Home,0.009657,10356,1163,3809,3037,True,False,False,Sales,2,2,4,12.0,True,True,0.44790027,0.60298514,0.44183582,True,1.0,0
13500.0,False,False,False,True,0,10188.0,1097.1,Alone,Commercial,2.0,M,False,CL,Home,0.026392,13368,1225,5627,3786,True,True,False,Sales,2,2,2,12.0,True,True,0.48691228,0.43986332,0.7295667,True,2.0,0
27000.0,False,True,False,True,0,127859.4,4605.75,Alone,Commercial,2.0,M,False,CL,Home,0.020713,17530,591,8653,1059,True,False,False,Accountants,2,2,0,9.0,True,True,0.79090565,0.47981268,0.5388627,True,8.0,0
22500.0,True,False,True,False,0,100692.0,5154.3,Alone,Service,2.0,M,False,CL,Home,0.006296,11083,2478,4639,3146,True,False,False,Core,2,3,4,10.0,True,True,0.31288037,0.30762717,0.4188543,True,2.0,0
22500.0,True,False,False,False,0,15282.0,1737.0,Alone,Service,1.0,S,False,CL,Home,0.007274,10866,636,5156,3093,True,False,False,Drivers,1,2,0,13.0,True,True,0.1534378,0.71105075,0.7091891,True,1.0,0
18000.0,False,False,False,True,1,80347.95,4371.75,Alone,Service,2.0,M,False,CL,Home,0.032561,14801,724,3055,4608,True,False,False,Accountants,3,1,4,11.0,True,True,0.68609357,0.6660486,0.5226973,True,5.0,0
18000.0,True,True,True,True,1,40432.5,2077.2,Alone,Service,1.0,M,False,CL,Rental,0.030755,9486,1656,3898,1941,True,False,False,Laborers,3,2,2,16.0,True,True,0.8803466,0.5335836,0.74079907,True,1.0,0
22500.0,False,False,False,False,0,18329.4,881.55,Alone,Service,1.0,M,False,CL,Home,0.010006,20142,3760,10506,3696,True,True,True,Sales,2,2,2,17.0,True,True,0.6409755,0.45042205,0.40140742,True,5.0,0
31500.0,False,False,False,True,0,164937.6,5191.65,Alone,Commercial,2.0,M,False,CL,Home,0.035792,14800,3306,4967,5142,True,False,True,Accountants,2,2,6,11.0,True,True,0.8340957,0.6673023,0.6479769,True,6.0,0
22500.0,True,True,False,False,2,17632.8,677.7,Alone,Commercial,2.0,M,False,CL,Home,0.035792,15386,7321,212,4805,True,False,False,High skill tech,4,2,1,10.0,True,True,0.829569,0.6266611,0.47225335,True,4.0,0
6750.0,True,False,False,True,2,18000.0,900.0,Partner,Govt Job,1.0,M,False,RL,Home,0.028663,12594,3708,5197,487,True,False,False,Core,4,2,5,15.0,True,True,0.33021724,0.68034023,0.3996756,True,2.0,0
6750.0,False,False,True,False,0,32702.4,1174.5,Alone,Govt Job,1.0,M,False,CL,Municipal,0.010556,16772,1905,6092,319,True,True,False,Core,2,3,2,13.0,True,True,0.59557855,0.3196393,0.60238636,True,0.0,0
9000.0,False,False,True,True,1,27000.0,1298.7,Alone,Commercial,1.0,S,False,CL,Home,0.018029,11181,1979,5730,3779,True,False,True,Sales,2,2,2,7.0,True,True,0.3752863,0.5461041,0.5118918,True,3.0,0
27000.0,True,False,False,False,0,100692.0,3993.3,Alone,Service,2.0,M,False,CL,Home,0.010147,13961,837,12786,4430,True,True,True,Managers,2,2,2,13.0,True,True,0.7443108,0.62713677,0.73801965,True,0.0,0
18000.0,False,True,False,False,0,50042.7,3297.15,Alone,Commercial,2.0,S,False,CL,Home,0.072508,9370,923,1393,1973,True,False,True,High skill tech,1,1,1,19.0,True,True,0.51638764,0.6649728,0.5298898,True,0.0,0
22500.0,False,True,True,True,0,45000.0,2441.25,Alone,Service,1.0,M,False,CL,Home,0.022625,12778,4221,782,4843,True,True,False,Drivers,2,2,2,10.0,True,True,0.15790837,0.76663893,0.27356467,True,2.0,0
31500.0,True,True,True,True,0,176211.0,4858.65,Alone,Service,2.0,M,False,CL,Home,0.016612,18394,614,746,1934,True,False,False,Security,2,2,6,14.0,True,True,0.47316095,0.38798776,0.4920601,True,0.0,0
8550.0,False,False,True,True,0,129350.25,3569.85,Alone,Service,1.0,M,False,CL,Home,0.031329,18236,171,5034,1765,True,True,False,Sales,2,2,5,11.0,True,True,0.52491844,0.6643489,0.74079907,True,1.0,0
9000.0,False,True,False,True,0,90000.0,4500.0,Alone,nan,2.0,M,False,RL,Home,0.031329,11709,870,5490,3830,True,False,False,Cooking,2,2,5,14.0,True,True,0.2937923,0.66480714,0.68638235,True,1.0,1
18000.0,False,True,True,False,1,90000.0,2644.65,Alone,Commercial,2.0,D,False,CL,Home,0.01885,16523,3158,3184,50,True,False,False,Managers,2,2,4,17.0,True,True,0.9132614,0.6890218,0.2692858,True,1.0,0
11250.0,False,False,False,False,0,33750.0,1687.5,Alone,Commercial,1.0,M,False,RL,Home,0.0228,17000,1005,4741,490,True,False,False,Cleaning,2,2,4,13.0,True,True,0.5927479,0.61500764,0.3409064,True,2.0,1
20250.0,False,False,False,False,0,100692.0,4006.35,Alone,Service,2.0,M,False,CL,Home,0.00496,12268,1105,1175,3575,True,False,False,Accountants,2,2,3,18.0,True,True,0.7833571,0.68174154,0.45253357,True,5.0,0
11250.0,True,False,True,True,0,18000.0,900.0,Alone,Govt Job,2.0,S,False,RL,Shared,0.026392,8372,733,8340,748,True,False,False,Core,1,2,1,11.0,True,True,0.26825148,0.58664894,0.37740424,True,1.0,0
24750.0,False,True,True,True,0,117870.3,7748.55,Alone,Service,1.0,M,False,CL,Home,0.015221,18101,8424,119,1644,True,True,True,High skill tech,2,2,3,11.0,True,True,0.7208258,0.60364455,0.5971924,True,2.0,0
11700.0,True,True,False,True,1,41479.2,2263.05,Alone,Service,1.0,W,False,CL,Home,0.009657,12160,588,8963,2306,True,False,False,Sales,2,2,1,12.0,True,True,0.26853788,0.62467396,0.47045612,True,0.0,0
15750.0,True,True,True,True,0,31284.0,2484.45,Alone,Commercial,1.0,M,False,CL,Home,0.010276,16034,2529,16,4548,True,False,False,Laborers,2,2,6,11.0,True,True,0.22529343,0.61781526,0.40314168,True,4.0,0
24750.0,False,True,False,True,2,67500.0,2722.95,Relative,Commercial,1.0,M,False,CL,Home,0.030755,12341,276,693,2003,True,False,False,Accountants,4,2,3,13.0,True,True,0.284739,0.68966335,0.40140742,True,2.0,0
15750.0,False,False,True,True,2,112500.0,6007.05,Alone,Service,2.0,M,False,CL,Home,0.04622,15298,191,4482,6063,True,True,True,Sales,4,1,6,13.0,True,True,0.5800397,0.48526195,0.51729655,True,1.0,0
9000.0,True,True,True,True,1,10188.0,1020.6,Alone,Commercial,2.0,M,False,CL,Home,0.016612,13449,400,7553,4541,True,False,False,Accountants,3,2,2,18.0,True,True,0.42955083,0.71631444,0.79813725,True,2.0,0
14400.0,False,True,False,True,2,112500.0,3302.55,Relative,Service,1.0,M,False,CL,Home,0.011657,13985,881,537,4518,True,True,True,Core,4,1,6,14.0,True,True,0.5665777,0.16302884,0.6577838,True,0.0,0
13500.0,False,False,False,False,0,31410.0,1228.95,Alone,Service,1.0,S,False,CL,Home,0.031329,17461,149,405,1004,True,False,False,Laborers,1,2,5,10.0,True,True,0.40393513,0.05959243,0.41184855,True,4.0,0
24750.0,True,True,False,True,0,59256.0,3593.7,Alone,Service,2.0,M,False,CL,Home,0.003541,10235,1766,647,2293,True,False,False,Low-skill Laborers,2,1,6,16.0,True,True,0.19535351,0.32526717,0.2020866,True,2.0,0
22500.0,True,True,True,False,0,72399.6,3709.35,Relative,Service,1.0,M,False,CL,Home,0.008575,10798,837,2834,2834,True,False,False,Drivers,2,2,1,15.0,True,True,0.33875483,0.7585153,0.73381454,True,1.0,0
13500.0,True,True,False,True,0,19782.0,1419.75,Relative,Service,2.0,M,False,CL,Home,0.006305,17219,7343,5215,754,True,False,True,Laborers,2,3,2,5.0,True,True,0.51293653,0.6295573,0.5691488,True,0.0,0
20250.0,False,True,True,True,0,65070.45,3335.4,Alone,Service,1.0,M,False,CL,Home,0.007305,19317,6590,6363,2619,True,True,True,Laborers,2,3,5,9.0,True,True,0.49226886,0.52529746,0.52449644,True,2.0,1
24750.0,True,False,False,True,1,97038.0,2850.3,Alone,nan,2.0,M,False,CL,Home,0.0105,11285,3836,1559,1820,True,False,False,Sales,3,3,1,19.0,True,True,0.36792776,0.6042304,0.3392877,True,3.0,0
20250.0,True,False,True,True,0,71994.6,3348.9,Alone,Service,1.0,M,False,CL,Home,0.019101,10698,2582,465,3323,True,False,False,Managers,2,2,2,14.0,True,True,0.5140142,0.66737515,0.38591468,True,0.0,0
18000.0,False,False,False,False,0,50940.0,3706.65,Alone,Service,2.0,M,False,CL,Home,0.018029,15618,2499,2552,3462,True,True,True,Security,2,2,6,11.0,True,True,0.42201707,0.5085677,0.10822632,True,3.0,1
23490.0,False,False,False,True,0,36000.0,1558.35,Alone,Commercial,2.0,D,False,CL,Home,0.010032,13779,1079,7853,5323,True,True,False,Accountants,1,2,1,16.0,True,True,0.6505897,0.5568404,0.37233368,True,3.0,0
32400.0,True,False,True,True,0,113850.0,3328.65,Alone,Service,2.0,D,False,CL,Home,0.025164,16264,8070,550,3956,True,False,False,Managers,1,2,2,16.0,True,True,0.6658738,0.26225838,0.48845518,True,1.0,0
24750.0,True,True,True,True,0,53530.65,2745.9,Alone,Commercial,1.0,S,False,CL,Home,0.072508,13810,1252,7741,4783,True,False,True,Private service,1,1,1,14.0,True,True,0.28021875,0.7344311,0.50287825,True,4.0,0
31500.0,False,False,False,True,0,90000.0,4608.45,Alone,Service,2.0,D,False,CL,Home,0.028663,13753,1511,727,2425,True,False,False,Core,1,2,1,15.0,True,True,0.64504373,0.5426817,0.49566582,True,3.0,0
18000.0,False,True,False,True,2,103712.85,4407.3,Alone,Service,2.0,M,False,CL,Home,0.022625,13211,5170,4969,4420,True,False,False,Laborers,4,2,1,13.0,True,True,0.760468,0.741744,0.3360615,True,4.0,0
16650.0,False,False,True,False,0,67500.0,3769.2,Alone,Commercial,1.0,S,False,CL,Municipal,0.04622,22170,666,12696,4730,True,False,False,Drivers,1,1,5,12.0,True,True,0.7645164,0.6356611,0.7738957,True,4.0,0
27000.0,False,False,True,False,0,107820.0,2857.05,Alone,Service,1.0,M,False,CL,Home,0.008866,8510,985,357,1177,True,False,False,Core,2,2,3,12.0,True,True,0.090669826,0.28930292,0.5585066,True,1.0,0
9900.0,False,True,True,True,1,13500.0,1095.3,Alone,Service,1.0,M,False,CL,Home,0.031329,11970,1439,723,191,True,True,True,Sales,3,2,4,10.0,True,True,0.40413097,0.6342876,0.3457848,True,4.0,0
11250.0,True,True,True,True,0,24750.0,945.9,Alone,Service,2.0,W,False,CL,Home,0.01452,22605,12776,11299,4480,True,False,False,Core,1,2,5,12.0,True,True,0.8180192,0.34425074,0.48845518,True,0.0,0
15750.0,False,True,True,True,1,90450.0,3845.25,Alone,Service,2.0,M,False,CL,Home,0.018029,10344,3280,7853,1536,True,True,False,Core,3,3,0,6.0,True,True,0.21692441,0.5655048,0.7662337,True,1.0,0
9000.0,True,False,False,True,1,22500.0,2400.3,Alone,Service,1.0,M,False,CL,Home,0.020713,13207,2088,448,1877,True,False,False,Sales,3,3,3,12.0,True,True,0.45890802,0.64568865,0.6212263,True,0.0,0
9000.0,False,False,False,True,0,10425.6,1081.35,Alone,Service,1.0,M,False,CL,Home,0.025164,19452,1218,9165,3002,True,True,False,Sales,2,2,4,11.0,True,True,0.6021845,0.43559536,0.7801436,True,1.0,0
15750.0,False,False,False,True,1,27900.0,3324.15,Alone,Commercial,1.0,M,False,CL,Home,0.00702,10484,3187,8448,2147,True,False,False,Private service,3,2,1,10.0,True,True,0.351357,0.3656297,0.7281413,True,3.0,0
10350.0,False,False,False,True,1,18000.0,900.0,Alone,nan,1.0,M,False,RL,Home,0.015221,10952,2470,10908,476,True,False,True,Sales,3,2,4,11.0,True,True,0.3953354,0.58385164,0.44183582,True,0.0,0
22500.0,True,True,True,False,1,54504.0,3962.7,Relative,Commercial,1.0,M,False,CL,Home,0.04622,11172,1742,6048,3817,True,False,True,Core,3,1,5,9.0,True,True,0.20242457,0.6837498,0.7738957,True,5.0,0
9000.0,False,True,True,True,2,8901.9,645.75,Kids,Commercial,1.0,M,False,CL,Home,0.02461,14536,2552,4721,4934,True,False,False,High skill tech,4,2,1,11.0,True,True,0.2663195,0.6585069,0.8599242,True,1.0,0
13500.0,False,True,True,True,1,25470.0,3035.7,Alone,Commercial,1.0,M,False,CL,Home,0.031329,15566,4042,3678,4455,True,False,False,High skill tech,3,2,1,9.0,True,True,0.6473194,0.70704025,0.8357765,True,1.0,0
27000.0,False,True,True,False,1,45000.0,2201.85,Alone,Service,2.0,S,False,CL,Home,0.035792,14853,1399,8493,4195,True,True,False,Drivers,2,2,5,15.0,True,True,0.27457026,0.6366127,0.49566582,True,1.0,0
36000.0,True,False,False,True,0,89550.0,4572.0,Alone,Service,2.0,D,False,CL,Home,0.028663,17621,2813,2396,1147,True,False,False,High skill tech,1,2,4,14.0,True,True,0.5557965,0.66818047,0.3944954,True,3.0,0
25200.0,False,True,True,True,0,90000.0,4608.45,Relative,Service,1.0,W,False,CL,Home,0.026392,15252,2963,1137,4376,True,False,False,Sales,1,2,6,12.0,True,True,0.76182437,0.6193476,0.66102356,True,1.0,0
18000.0,True,False,False,True,2,73499.4,2861.1,Alone,Govt Job,2.0,M,False,CL,Home,0.04622,13925,944,934,5227,True,False,True,Core,4,1,6,11.0,True,True,0.7444689,0.67051804,0.59892625,True,0.0,0
24750.0,False,False,False,False,0,29851.2,2007.9,Alone,Commercial,2.0,S,False,CL,Home,0.010032,10782,714,9679,504,True,False,False,Sales,1,2,2,8.0,True,True,0.5332917,0.5374074,0.2127563,True,0.0,0
20250.0,False,False,False,True,1,62218.8,2247.75,Alone,Service,1.0,W,False,CL,Home,0.010966,13905,2749,1211,4543,True,False,False,Waiters/barmen,2,2,2,13.0,True,True,0.5394224,0.34157032,0.7490217,True,5.0,0
22500.0,True,False,False,False,0,103583.25,3354.3,Alone,Commercial,1.0,M,False,CL,Home,0.022625,16649,1192,3883,147,True,False,False,Managers,2,2,3,12.0,True,True,0.764155,0.70788205,0.8072739,True,3.0,0
24750.0,True,False,True,True,1,83538.0,3883.95,Alone,Commercial,1.0,S,False,CL,Home,0.035792,12480,389,6200,1112,True,False,False,Medicine,2,2,1,15.0,True,True,0.33273628,0.67443854,0.19977057,True,0.0,0
27000.0,True,False,False,True,1,67500.0,3375.0,Alone,Govt Job,2.0,M,False,RL,Home,0.032561,17002,1885,2978,557,True,False,False,Managers,3,1,1,17.0,True,True,0.79166627,0.7012045,0.5691488,True,4.0,0
63000.0,False,True,True,False,0,90000.0,4500.0,Alone,Commercial,2.0,S,False,RL,Home,0.003541,20991,1845,807,4166,True,False,False,High skill tech,1,1,5,13.0,True,True,0.7862814,0.63136595,0.37910047,True,0.0,0
31500.0,True,True,False,True,0,11512.8,1151.55,Relative,Service,2.0,S,False,CL,Home,0.032561,14651,905,9536,4530,True,True,True,Drivers,1,1,4,15.0,True,True,0.53692,0.7179734,0.34741822,True,0.0,0
20250.0,False,False,False,True,0,78192.0,4378.95,Alone,Service,2.0,S,False,CL,Home,0.011703,11589,3312,4798,3889,True,False,False,Core,1,2,5,14.0,True,True,0.65494746,0.7486652,0.6577838,True,0.0,0
27000.0,True,False,False,True,0,90450.0,2917.8,Alone,Commercial,2.0,M,False,CL,Home,0.028663,13632,3098,2537,2215,True,False,True,Managers,2,2,5,11.0,True,True,0.701153,0.67205733,0.5316861,True,0.0,0
38250.0,True,True,True,True,1,100692.0,5154.3,Relative,Service,1.0,M,False,CL,Home,0.010643,12750,425,7741,4862,True,False,False,Drivers,3,2,1,12.0,True,True,0.15854295,0.5645804,0.43473324,True,2.0,0
21600.0,True,False,False,True,0,36000.0,1598.85,Alone,Service,2.0,S,False,CL,Home,0.026392,16486,4687,3656,22,True,False,False,High skill tech,1,2,5,17.0,True,True,0.69302094,0.4466412,0.6212263,True,5.0,0
23400.0,True,True,False,True,1,188685.0,4990.5,Partner,Service,1.0,M,False,CL,Home,0.010966,12683,1290,3478,4390,True,False,False,Private service,3,2,4,18.0,True,True,0.4271223,0.75481516,0.824595,True,0.0,0
15750.0,True,False,False,True,1,22500.0,2076.75,Alone,Govt Job,2.0,M,False,CL,Home,0.008068,17288,10693,9508,770,True,True,True,High skill tech,3,3,4,12.0,True,True,0.5380627,0.24375781,0.7958031,True,0.0,0
13500.0,True,False,False,True,0,31410.0,1703.7,Alone,Service,2.0,S,False,CL,Home,0.072508,10002,251,4632,1272,True,False,True,Accountants,1,1,1,12.0,True,True,0.18229887,0.4366171,0.33285058,True,0.0,0
11250.0,False,False,False,False,1,33750.0,1687.5,Relative,Service,2.0,M,False,RL,Home,0.00496,16520,4644,8207,52,True,False,False,Sales,3,2,5,19.0,True,True,0.592494,0.73450786,0.5726825,True,3.0,0
18000.0,True,False,True,False,0,43849.35,1944.45,Alone,Service,1.0,W,False,CL,Office,0.010147,16339,3511,1743,4080,True,False,False,Sales,1,2,4,12.0,True,True,0.65742624,0.5348786,0.44183582,True,1.0,0
11250.0,False,False,True,True,1,18000.0,900.0,Partner,Service,0.0,M,False,RL,Home,0.007305,13227,516,3251,4659,True,False,False,Cleaning,3,3,6,9.0,True,True,0.4916171,0.52445763,0.34905526,True,0.0,0
9000.0,False,True,False,False,0,56605.5,1635.3,Alone,Service,1.0,M,False,CL,Rental,0.006305,19431,2379,9703,2970,True,False,False,Sales,2,3,5,4.0,True,True,0.59167415,0.7156919,0.77640986,True,0.0,0
33750.0,True,True,False,True,0,37811.7,3696.3,Alone,Commercial,2.0,S,False,CL,Home,0.006852,10099,2253,69,2759,True,False,False,High skill tech,1,3,2,13.0,True,True,0.37117344,0.6305767,0.6195277,True,0.0,0
15750.0,True,True,False,False,0,33750.0,1687.5,Alone,Commercial,2.0,S,False,RL,Family,0.035792,9886,594,4569,2562,True,False,False,Managers,1,2,4,18.0,True,True,0.3481064,0.6627916,0.40835884,True,1.0,0
15750.0,False,True,True,True,0,34925.85,1795.95,Alone,Commercial,2.0,D,False,CL,Home,0.008474,18689,218,121,2233,True,True,True,Accountants,1,2,3,12.0,True,True,0.6620991,0.6772746,0.6109913,True,3.0,1
16650.0,False,False,True,False,0,30600.0,819.9,Alone,Service,2.0,M,False,CL,Home,0.026392,21466,3992,3670,3670,True,False,False,Core,2,2,3,17.0,True,True,0.732053,0.704602,0.5495965,True,0.0,0
15750.0,True,False,True,True,0,38053.35,2719.35,Alone,Service,2.0,M,False,CL,Home,0.020713,19405,1048,2360,2923,True,False,False,Drivers,2,3,5,7.0,True,True,0.71331733,0.52771795,0.5726825,True,7.0,0
31500.0,True,False,True,False,0,78192.0,3623.4,Alone,Commercial,1.0,M,False,CL,Home,0.04622,15971,268,7107,118,True,False,False,Sales,2,1,4,11.0,True,True,0.62877613,0.6919101,0.6212263,True,0.0,0
15750.0,False,False,True,True,2,72846.0,4469.4,Relative,Commercial,2.0,M,False,CL,Home,0.00702,12338,1182,113,2021,True,False,False,Accountants,4,2,4,11.0,True,True,0.7005414,0.67313117,0.75037515,True,1.0,0
9000.0,False,False,False,False,2,36000.0,1837.8,Alone,Service,1.0,M,False,CL,Home,0.018209,12843,3596,602,4572,True,True,True,Laborers,4,3,2,17.0,True,True,0.83754414,0.56363404,0.3556387,True,2.0,0
11250.0,True,False,False,True,2,22752.0,1661.85,Alone,Service,1.0,M,False,CL,Home,0.007114,10285,186,600,566,True,False,False,Core,4,2,2,17.0,True,True,0.3289516,0.26476225,0.3457848,True,4.0,0
22500.0,True,True,True,False,0,129350.25,3794.85,Relative,Service,2.0,M,False,CL,Home,0.018634,16302,2966,8363,2287,True,True,False,Managers,2,2,2,16.0,True,True,0.54052025,0.7372111,0.8214433,True,1.0,0
11250.0,False,False,False,False,1,45000.0,2188.8,Alone,Commercial,1.0,M,False,CL,Home,0.025164,14093,2282,1682,1200,True,True,True,Sales,3,2,4,5.0,True,True,0.43127146,0.6486098,0.19862005,True,6.0,0
12150.0,False,False,True,True,0,22500.0,1233.45,Alone,Service,1.0,M,False,CL,Home,0.020246,9475,635,4080,1119,True,False,True,Sales,2,3,0,8.0,True,True,0.26416785,0.14285749,0.24054141,True,6.0,0
18000.0,False,False,True,False,2,22500.0,1637.1,Alone,Service,2.0,M,False,CL,Home,0.022625,13254,1579,390,661,True,False,False,Laborers,4,2,6,12.0,True,True,0.41288355,0.72823554,0.3842068,True,1.0,0
15750.0,True,False,False,False,0,18000.0,900.0,Relative,Service,1.0,S,False,RL,Municipal,0.00963,11239,1683,6029,2614,True,False,False,Managers,1,2,4,17.0,True,True,0.73395425,0.5951489,0.5954562,True,0.0,0
11250.0,False,False,False,True,0,33831.45,2686.05,Alone,Commercial,1.0,S,False,CL,Home,0.032561,18227,1754,1479,1787,True,False,False,Sales,1,1,3,15.0,True,True,0.543601,0.6953813,0.53707,True,1.0,0
49500.0,True,False,True,True,2,103068.0,6599.7,Alone,Service,2.0,M,False,CL,Home,0.04622,15201,5110,4597,5093,True,False,False,Managers,4,1,2,12.0,True,True,0.7381804,0.76401544,0.40835884,True,4.0,0
13500.0,False,False,True,True,2,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.01885,13901,5705,1252,4320,True,False,True,Laborers,4,2,3,12.0,True,True,0.68852526,0.6361016,0.6690567,True,2.0,0
31500.0,False,False,True,False,0,80865.0,2970.9,Alone,Service,2.0,M,False,CL,Home,0.005084,8366,1063,7987,1015,True,True,True,Waiters/barmen,2,2,3,13.0,True,True,0.1397577,0.6120937,0.367291,True,0.0,0
13500.0,True,False,False,True,1,40500.0,2025.0,Partner,Service,1.0,M,False,RL,Home,0.025164,15265,1310,8349,5774,True,False,False,Security,3,2,1,16.0,True,True,0.64024484,0.577937,0.35729328,True,4.0,0
11250.0,True,False,True,True,0,28440.0,1913.4,Alone,Service,1.0,S,False,CL,Rental,0.019689,10117,1567,511,1302,True,False,False,Low-skill Laborers,1,2,2,13.0,True,True,0.092547,0.024338283,0.27500036,True,6.0,1
29250.0,False,True,True,True,0,67500.0,4911.75,Alone,Govt Job,2.0,D,False,CL,Home,0.006629,15453,7155,5608,4760,True,True,True,Managers,1,2,6,10.0,True,True,0.6775663,0.6088541,0.6594055,True,1.0,0
7650.0,False,True,False,True,0,54000.0,1578.6,Alone,Service,1.0,M,False,CL,Home,0.022625,16652,790,3657,204,True,True,False,Core,2,2,5,9.0,True,True,0.7481724,0.60798925,0.6075573,True,2.0,0
18000.0,False,True,True,True,0,180000.0,4950.0,Relative,Commercial,2.0,M,False,CL,Home,0.02461,12051,2836,5924,4429,True,False,False,Core,2,2,5,11.0,True,True,0.66201407,0.6869094,0.7267112,True,0.0,0
19350.0,False,False,False,False,0,57144.6,1520.1,Alone,Service,2.0,M,False,CL,Home,0.02461,16654,8135,10379,187,True,False,True,Core,2,2,1,13.0,True,True,0.6813071,0.6423448,0.4830502,True,2.0,0
13500.0,False,True,False,True,0,14850.0,1148.85,Alone,Commercial,1.0,M,False,CL,Home,0.026392,13667,1722,4045,4829,True,False,False,Laborers,2,2,2,15.0,True,True,0.5114988,0.66938657,0.832785,True,3.0,0
22500.0,False,True,False,True,0,61261.2,2960.1,Alone,Service,1.0,M,False,CL,Home,0.010032,18868,1023,1707,2012,True,False,False,Core,2,2,1,10.0,True,True,0.32482052,0.58104366,0.36896873,True,4.0,0
11700.0,True,False,True,False,2,18000.0,1544.85,Alone,Commercial,2.0,M,False,CL,Home,0.00702,10781,4007,9088,2669,True,True,True,Core,4,2,0,14.0,True,True,0.5895155,0.63998014,0.6041126,True,2.0,0
20700.0,False,False,False,True,0,68470.65,2913.75,Alone,Commercial,2.0,M,False,CL,Home,0.020713,15040,6287,4018,4189,True,False,False,Medicine,2,2,4,12.0,True,True,0.3117849,0.39215505,0.29558265,True,0.0,0
20250.0,False,True,True,False,2,76022.55,3233.7,Alone,Service,1.0,M,False,CL,Municipal,0.006207,13420,1059,5672,9,True,False,False,Laborers,4,2,5,17.0,True,True,0.5963065,0.5987162,0.11612491,True,1.0,0
22500.0,True,False,False,False,1,107820.0,2978.1,Alone,Commercial,2.0,M,False,CL,Home,0.02461,10019,1162,1131,2675,True,False,False,Drivers,3,2,2,15.0,True,True,0.19454055,0.6671081,0.24853556,True,0.0,0
27000.0,True,False,False,True,0,143685.0,4648.05,Alone,Service,1.0,M,False,CL,Home,0.072508,19687,5791,11169,3197,True,False,False,Drivers,2,1,0,13.0,True,True,0.70885915,0.73787147,0.3457848,True,0.0,0
18000.0,True,True,True,True,0,80865.0,3146.4,Alone,Service,1.0,D,False,CL,Home,0.007114,10203,1557,4736,2885,True,True,False,Private service,1,2,6,12.0,True,True,0.3619622,0.26293588,0.22383131,True,0.0,0
33750.0,False,False,False,True,1,135000.0,5584.5,Partner,Govt Job,1.0,M,False,CL,Home,0.006629,16586,6535,3646,132,True,False,False,Laborers,3,2,4,8.0,True,True,0.7083791,0.6776186,0.7091891,True,3.0,0
22500.0,True,True,True,True,1,64008.0,2997.0,Alone,Commercial,2.0,M,False,CL,Home,0.031329,11241,1327,292,2272,True,False,False,Laborers,3,2,2,12.0,True,True,0.2636887,0.57541734,0.34741822,True,3.0,0
31500.0,True,False,False,True,0,112500.0,4779.45,Alone,Service,2.0,M,False,CL,Home,0.028663,22357,14263,8036,4147,True,False,True,High skill tech,2,2,5,15.0,True,True,0.5325194,0.6112834,0.63303167,True,2.0,0
45000.0,False,True,False,False,1,39038.4,4112.1,Alone,Commercial,2.0,M,False,CL,Family,0.010643,15660,124,8313,1677,True,False,False,Managers,3,2,6,16.0,True,True,0.49710792,0.39951295,0.3062023,True,4.0,0
31500.0,True,True,True,True,0,99801.0,8014.95,Alone,Commercial,1.0,M,False,CL,Home,0.072508,14891,921,6804,1327,True,False,True,Managers,2,1,5,13.0,True,True,0.42432582,0.3995182,0.5744466,True,2.0,0
17100.0,False,False,False,True,0,29577.6,1903.05,Alone,Commercial,1.0,S,False,CL,Home,0.022625,15031,4849,3439,4536,True,False,False,Laborers,1,2,4,13.0,True,True,0.7138395,0.63676953,0.6722429,True,2.0,0
15750.0,False,True,True,True,0,31500.0,1575.0,Alone,Commercial,1.0,M,False,RL,Home,0.00963,19286,2172,9611,2787,True,False,True,High skill tech,2,2,5,14.0,True,True,0.78324157,0.469371,0.6848277,True,2.0,0
13500.0,False,True,True,True,0,18000.0,900.0,Alone,Service,2.0,M,False,RL,Home,0.018634,8212,889,7691,666,True,False,False,Waiters/barmen,2,2,0,14.0,True,True,0.22844857,0.22966388,0.45969045,True,2.0,0
9000.0,False,True,True,False,1,18000.0,900.0,Relative,Service,1.0,M,False,RL,Home,0.018801,11124,2403,4936,2737,True,False,False,Laborers,3,2,2,9.0,True,True,0.38925582,0.57316655,0.36896873,True,0.0,0
16650.0,False,False,False,True,0,20250.0,1012.5,Alone,nan,2.0,D,False,RL,Home,0.01452,21394,3353,1673,4760,True,True,True,Sales,1,2,5,13.0,True,True,0.77305233,0.4468682,0.58499,True,3.0,0
22500.0,False,True,True,False,1,83538.0,4278.15,Alone,Service,1.0,S,False,CL,Home,0.018029,13660,1366,1921,4720,True,False,False,Sales,2,3,4,6.0,True,True,0.33476475,0.10133427,0.81061804,True,0.0,0
11250.0,False,False,False,True,1,26865.9,2135.7,Alone,Service,1.0,M,False,CL,Home,0.020246,10844,882,4732,2762,True,False,False,High skill tech,3,3,5,11.0,True,True,0.368985,0.4182256,0.17456427,True,4.0,0
20250.0,False,False,True,True,0,98819.1,3932.1,Alone,Service,1.0,S,False,CL,Home,0.020713,20835,2264,309,4173,True,False,True,Cooking,1,2,3,7.0,True,True,0.6706025,0.26486444,0.832785,True,3.0,0
8100.0,True,False,False,False,0,27627.75,1826.1,Alone,Service,1.0,M,False,CL,Home,0.008575,17280,690,6386,826,True,False,False,Laborers,2,2,3,13.0,True,True,0.83579504,0.6508145,0.42413032,True,0.0,0
31500.0,False,False,False,True,0,111384.0,5700.15,Alone,Service,1.0,M,False,CL,Home,0.001276,15330,1583,1013,1041,True,False,False,Drivers,2,2,2,5.0,True,True,0.22356097,0.68935907,0.6430256,True,1.0,0
13500.0,False,True,False,True,0,90000.0,3201.75,Relative,Commercial,1.0,M,False,CL,Home,0.028663,17223,2791,5362,751,True,False,False,Sales,2,2,5,11.0,True,True,0.60949636,0.4092459,0.3077367,True,3.0,0
13500.0,False,False,True,True,0,41479.2,1840.05,Alone,Service,1.0,S,False,CL,Home,0.020713,16254,3183,3686,2344,True,False,False,Sales,1,3,2,9.0,True,True,0.5119162,0.4958909,0.60927564,True,6.0,0
22500.0,True,True,False,False,0,26998.2,2920.5,Alone,Commercial,1.0,S,False,CL,Municipal,0.04622,9993,1675,4334,1033,True,False,False,Drivers,1,1,5,18.0,True,True,0.16631515,0.41546145,0.13680053,True,1.0,0
6750.0,False,False,False,False,2,24750.0,1237.5,Relative,Govt Job,1.0,M,False,RL,Home,0.025164,13801,888,910,2446,True,True,True,Core,4,2,6,10.0,True,True,0.60092175,0.2631436,0.51729655,True,1.0,0
22500.0,True,False,True,True,0,55098.0,3383.55,Alone,Commercial,2.0,M,False,CL,Home,0.009175,13615,3679,2562,4914,True,False,False,Core,2,2,2,9.0,True,True,0.60296136,0.66809314,0.7281413,True,1.0,0
15750.0,False,True,False,False,0,76022.55,3015.0,Alone,Service,1.0,D,False,CL,Family,0.019101,12722,1577,6020,4241,True,True,True,Sales,1,2,4,18.0,True,True,0.6802505,0.7066551,0.47225335,True,1.0,0
15750.0,False,False,False,True,0,22500.0,1107.45,Relative,Service,2.0,M,False,CL,Home,0.026392,9249,1332,269,1106,True,True,True,Core,2,2,4,14.0,True,True,0.34800613,0.14332405,0.17044613,True,1.0,1
5400.0,False,True,True,False,2,13500.0,675.0,Others,Service,1.0,M,False,RL,Home,0.01885,9049,1534,3652,1713,True,False,False,Laborers,4,2,1,11.0,True,True,0.23255157,0.49219033,0.6127042,True,0.0,0
13950.0,False,False,True,True,1,27000.0,1350.0,Alone,Govt Job,2.0,S,False,RL,Home,0.018029,13141,5115,3746,4367,True,False,False,Accountants,2,3,5,5.0,True,True,0.49067602,0.48549682,0.63637614,True,1.0,0
11250.0,False,True,True,True,0,18000.0,900.0,Alone,Commercial,1.0,S,False,RL,Home,0.018801,8952,517,3360,1635,True,False,False,Cooking,1,2,2,10.0,True,True,0.07734961,0.57095027,0.19977057,True,0.0,1
20250.0,True,True,True,False,0,80865.0,2608.65,Alone,Commercial,1.0,S,False,CL,Home,0.022625,13375,183,4628,4606,True,False,True,Security,1,2,6,13.0,True,True,0.35358432,0.3620664,0.7136314,True,0.0,0
6750.0,True,False,True,False,0,18000.0,900.0,Alone,Service,2.0,S,False,RL,Home,0.00702,8712,1114,1,1386,True,False,False,Medicine,1,2,3,18.0,True,True,0.50348556,0.6546609,0.36896873,True,1.0,0
9000.0,True,False,True,False,1,75519.0,3632.85,Relative,Service,2.0,M,False,CL,Home,0.0228,11124,342,647,2494,True,True,False,Secretaries,3,2,4,10.0,True,True,0.64056647,0.46181902,0.37233368,True,4.0,0
20250.0,False,False,True,False,0,67500.0,1947.6,Relative,Commercial,1.0,S,False,CL,Family,0.022625,9281,312,4104,1948,True,False,False,Private service,1,2,2,16.0,True,True,0.4377917,0.6598726,0.4920601,True,0.0,0
15750.0,False,True,True,False,0,55380.6,2359.35,Alone,Service,1.0,S,False,CL,Home,0.009657,13165,173,980,4875,True,False,False,Core,1,2,5,10.0,True,True,0.19748677,0.59317684,0.5100895,True,1.0,0
9000.0,False,False,False,True,1,15705.0,1075.05,Alone,Service,1.0,M,False,CL,Home,0.02461,11172,602,4896,3679,True,False,False,Security,3,2,2,17.0,True,True,0.59448797,0.5050531,0.42765737,True,4.0,0
30150.0,False,True,False,True,1,80865.0,2621.7,Alone,nan,2.0,W,False,CL,Home,0.010006,14803,2222,2806,4107,True,False,False,Core,2,1,1,11.0,True,True,0.70895034,0.51497126,0.48124933,True,0.0,0
15750.0,False,False,True,True,0,24767.55,2813.85,Alone,nan,2.0,S,False,CL,Home,0.006207,10862,2283,325,3544,True,True,False,Managers,1,2,5,17.0,True,True,0.5326272,0.698264,0.47764915,True,4.0,0
12600.0,False,True,False,True,0,75519.0,3632.85,Alone,Service,1.0,M,False,CL,Home,0.01885,20074,1693,5702,3611,True,True,True,Core,2,2,1,13.0,True,True,0.75287277,0.5824324,0.5531647,True,1.0,0
18900.0,False,False,True,True,1,22752.0,1533.15,Alone,Govt Job,1.0,M,False,CL,Home,0.04622,10489,2626,4916,3173,True,True,False,Core,3,1,4,11.0,True,True,0.20555788,0.6667729,0.4974689,True,1.0,0
24750.0,False,False,False,False,1,152820.0,5324.85,Alone,Service,2.0,D,False,CL,Home,0.007274,13276,2642,6963,3142,True,False,False,Sales,2,2,4,13.0,True,True,0.6778559,0.1323571,0.39794633,True,1.0,0
39435.3,False,False,True,True,0,180000.0,7740.45,Alone,Commercial,2.0,S,False,CL,Home,0.030755,9755,488,1088,2416,True,True,True,Accountants,1,2,3,16.0,True,True,0.55306906,0.7287848,0.66585493,True,2.0,1
13500.0,True,False,True,True,0,38250.0,1912.5,Alone,Commercial,2.0,D,False,RL,Home,0.032561,16261,204,10383,4360,True,False,False,Laborers,1,1,0,11.0,True,True,0.64126223,0.78226066,0.19406782,True,0.0,0
15750.0,True,False,False,False,1,63000.0,2919.15,Relative,Commercial,1.0,D,False,CL,Home,0.031329,14546,2434,7900,4204,True,False,False,Laborers,2,2,6,11.0,True,True,0.6945177,0.5511726,0.5424451,True,4.0,0
9000.0,False,False,True,True,2,27000.0,1350.0,Alone,Commercial,2.0,M,False,RL,Home,0.009175,12122,817,3197,4064,True,False,False,Sales,4,2,3,9.0,True,True,0.5747423,0.65590566,0.3376727,True,0.0,0
18000.0,True,True,False,False,0,135450.0,3724.65,Alone,Commercial,2.0,M,False,CL,Home,0.028663,12535,1638,6593,1338,True,False,True,Core,2,2,1,16.0,True,True,0.59198165,0.43237242,0.46865967,True,4.0,0
21600.0,False,True,True,True,1,64008.0,2997.0,Alone,Govt Job,2.0,M,False,CL,Home,0.018209,15237,1078,5264,4538,True,False,True,Core,3,3,4,8.0,True,True,0.72265965,0.57606363,0.31703177,True,3.0,0
22950.0,True,False,False,False,1,67950.0,1999.8,Alone,Commercial,2.0,M,False,CL,Home,0.025164,12226,3932,6323,2935,True,True,True,Core,3,2,4,13.0,True,True,0.38974136,0.5567595,0.13595104,True,3.0,1
14400.0,True,False,True,False,1,38404.8,1247.85,Alone,Service,1.0,M,False,CL,Home,0.008866,12145,2407,2607,4260,True,False,False,High skill tech,3,2,4,13.0,True,True,0.24212676,0.3116237,0.34905526,True,0.0,0
18225.0,False,False,True,False,0,11716.2,795.6,Alone,Govt Job,2.0,M,False,CL,Home,0.006629,10114,1119,477,2762,True,False,False,Core,2,2,5,9.0,True,True,0.49657094,0.6839862,0.47225335,True,3.0,0
11250.0,False,False,True,True,0,40500.0,1900.8,Alone,Service,2.0,M,False,CL,Family,0.01452,13771,3028,4723,4633,True,False,False,Drivers,2,2,5,15.0,True,True,0.5104562,0.32204083,0.563835,True,2.0,0
10350.0,False,False,True,True,2,7819.2,940.95,Alone,Service,2.0,M,False,CL,Home,0.008474,10666,208,4386,3306,True,False,False,Core,4,2,6,16.0,True,True,0.1410475,0.34064633,0.50468135,True,0.0,0
11250.0,True,False,True,True,1,112500.0,3302.55,Alone,Service,2.0,M,False,CL,Home,0.02461,14464,3638,2134,4752,True,False,False,Core,3,2,1,16.0,True,True,0.47473893,0.70499784,0.18411615,True,1.0,0
45000.0,True,False,False,True,0,22500.0,1234.35,Alone,Service,1.0,M,False,CL,Home,0.026392,8991,1327,2317,1318,True,False,False,Sales,2,2,5,18.0,True,True,0.2478014,0.531907,0.5495965,True,3.0,0
9000.0,True,False,True,True,0,18000.0,900.0,Alone,Service,1.0,S,False,RL,Home,0.010643,7840,538,6840,511,True,False,False,Sales,1,2,4,9.0,True,True,0.24562962,0.60745233,0.48124933,True,1.0,0
18000.0,False,True,False,True,0,90000.0,2987.55,Alone,Service,1.0,M,False,CL,Home,0.006671,11908,596,5395,2035,True,True,True,Laborers,2,2,2,13.0,True,True,0.24912351,0.66913,0.27356467,True,0.0,0
27000.0,False,False,False,True,2,67500.0,3375.0,Partner,Service,2.0,M,False,RL,Family,0.072508,12398,300,4329,3356,True,True,True,High skill tech,4,1,6,15.0,True,True,0.76259655,0.74792385,0.3740208,True,0.0,0
12150.0,True,True,False,True,0,112500.0,3289.5,Partner,Service,1.0,M,False,CL,Home,0.028663,17091,1866,11155,631,True,False,False,Laborers,2,2,6,11.0,True,True,0.83316517,0.60559964,0.49386287,True,0.0,0
18000.0,False,False,False,True,0,46725.75,1691.1,Alone,Service,1.0,M,False,CL,Home,0.031329,15082,1410,922,4220,True,False,False,Laborers,2,2,5,9.0,True,True,0.32362166,0.44650608,0.39794633,True,1.0,0
20250.0,True,False,True,True,0,106660.8,3537.9,Alone,Service,1.0,S,False,CL,Family,0.018634,9289,264,8996,1934,True,False,False,Laborers,1,2,4,15.0,True,True,0.18716717,0.1566772,0.36227724,True,1.0,0
22500.0,True,True,False,True,0,84095.1,3813.3,Relative,Commercial,1.0,M,False,CL,Home,0.009657,16396,274,4482,4145,True,False,False,Laborers,2,2,4,10.0,True,True,0.5575482,0.6183211,0.5316861,True,2.0,0
81000.0,True,False,False,True,0,90000.0,9450.9,Partner,Service,2.0,M,False,CL,Home,0.04622,17420,4215,2907,969,True,True,True,Sales,2,1,6,15.0,True,True,0.6949301,0.61836755,0.75037515,True,3.0,0
45000.0,False,False,True,True,2,67500.0,3375.0,Relative,Service,1.0,M,False,RL,Home,0.010006,17138,7689,2280,678,True,True,True,Managers,4,1,3,13.0,True,True,0.7994294,0.78486407,0.36227724,True,0.0,0
18000.0,True,True,True,False,0,135000.0,3712.5,Alone,Govt Job,2.0,M,False,CL,Home,0.007114,19434,2174,9758,2983,True,False,True,Managers,2,2,1,19.0,True,True,0.74112344,0.66412455,0.50107515,True,1.0,0
6750.0,False,True,False,False,0,18000.0,900.0,Alone,Service,2.0,S,False,RL,Home,0.010966,8893,800,560,1480,True,False,False,Managers,1,2,5,18.0,True,True,0.19794388,0.74168116,0.5814837,True,2.0,0
22500.0,True,True,True,False,2,122301.0,4532.4,Alone,nan,2.0,M,False,CL,Home,0.031329,15327,1040,4413,4898,True,True,False,Managers,4,2,3,9.0,True,True,0.099517204,0.5032,0.69409263,True,1.0,0
54000.0,True,True,False,True,2,104256.0,6662.7,Relative,Service,2.0,M,False,CL,Municipal,0.032561,11581,456,910,934,True,True,True,Laborers,4,1,1,9.0,True,True,0.38591135,0.6598284,0.0828147,True,0.0,0
42750.0,True,True,True,False,2,67500.0,5346.0,Alone,Service,2.0,M,False,CL,Home,0.028663,14903,2340,1522,3626,True,False,False,Managers,4,2,5,9.0,True,True,0.46966976,0.40593,0.16640554,True,3.0,0
31500.0,True,False,True,False,0,75519.0,3632.85,Alone,Service,1.0,M,False,CL,Rental,0.004849,11762,568,1992,2012,True,False,False,Laborers,2,2,6,16.0,True,True,0.3298752,0.20215093,0.06779391,True,1.0,0
22500.0,False,False,False,False,0,45164.7,2933.1,Alone,Commercial,2.0,M,False,CL,Home,0.014464,14454,1380,8528,4555,True,False,False,Core,2,2,1,9.0,True,True,0.34449455,0.6677973,0.083364196,True,0.0,0
18000.0,True,True,False,True,2,58500.0,2925.0,Alone,Service,1.0,M,False,RL,Home,0.022625,13319,1835,331,3492,True,False,True,Laborers,4,2,5,10.0,True,True,0.4587719,0.6241611,0.7713616,True,1.0,0
24750.0,True,True,True,True,0,116550.0,4199.4,Alone,Govt Job,2.0,S,False,CL,Home,0.028663,10629,3703,4970,3308,True,False,False,Core,1,2,2,16.0,True,True,0.73494554,0.31000295,0.35069585,True,1.0,0
6750.0,False,True,True,True,0,54504.0,2650.95,Alone,Commercial,0.0,M,False,CL,Home,0.022625,13592,5360,3594,4085,True,True,True,Sales,2,2,1,8.0,True,True,0.46580318,0.73682964,0.6594055,True,0.0,0
18000.0,False,False,True,True,3,72846.0,4668.3,Alone,Service,2.0,M,False,CL,Home,0.006671,15038,533,2509,4976,True,False,True,Core,5,2,1,17.0,True,True,0.7785563,0.7967772,0.4614824,True,0.0,0
27000.0,True,False,False,False,0,112500.0,3629.25,Alone,Service,1.0,M,False,CL,Home,0.031329,16081,3782,9872,5076,True,True,False,Drivers,2,2,6,16.0,True,True,0.4996205,0.6825523,0.48665315,True,0.0,0
20250.0,False,False,False,True,0,28440.0,2074.05,Alone,Service,2.0,M,False,CL,Home,0.009549,11838,1852,1684,4225,True,False,False,Laborers,2,2,6,16.0,True,True,0.44647333,0.68872184,0.57620883,True,2.0,0
13500.0,False,False,True,False,0,50849.55,2459.25,Alone,Service,1.0,M,False,CL,Home,0.020713,15630,1056,4206,4662,True,False,False,Security,2,2,2,11.0,True,True,0.39189216,0.5343563,0.7032033,True,1.0,0
18000.0,False,True,True,True,1,75519.0,3645.9,Alone,Commercial,2.0,M,False,CL,Home,0.031329,10923,546,62,3603,True,False,False,Managers,3,2,1,15.0,True,True,0.6787316,0.7703543,0.7738957,True,1.0,0
22500.0,False,False,False,False,1,45000.0,2583.45,Alone,Commercial,1.0,D,False,CL,Municipal,0.022625,13562,5448,7525,3836,True,True,False,Core,2,2,4,22.0,True,True,0.23492636,0.38097566,0.3217353,True,1.0,0
16200.0,False,True,False,False,1,52315.2,4503.15,Others,Commercial,2.0,M,False,CL,Home,0.022625,14797,2261,8847,4215,True,False,False,Core,3,2,4,13.0,True,True,0.7354704,0.57116455,0.57796913,True,6.0,0
22500.0,False,True,True,False,2,60415.2,3097.8,Alone,Service,2.0,M,False,CL,Home,0.010006,16324,142,2947,4332,True,True,False,Security,4,2,5,14.0,True,True,0.44074407,0.50967705,0.42413032,True,1.0,1
45000.0,True,False,True,True,0,152820.0,5324.85,Alone,Service,1.0,M,False,CL,Home,0.031329,18180,9793,10717,1736,True,False,False,Managers,2,2,5,12.0,True,True,0.52114755,0.6002073,0.6195277,True,2.0,0
13500.0,False,False,False,True,0,18000.0,900.0,Alone,Service,2.0,S,False,RL,Home,0.026392,9704,1305,8218,2373,True,True,True,Laborers,1,2,3,16.0,True,True,0.20220345,0.64157075,0.7969727,True,1.0,0
13500.0,True,True,False,True,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.018029,14713,6053,5963,1168,True,False,False,Security,3,3,4,9.0,True,True,0.7777964,0.36253625,0.7675231,True,2.0,0
18000.0,True,True,True,True,0,129350.25,3569.85,Alone,Commercial,1.0,M,False,CL,Home,0.030755,17570,1370,5711,1109,True,False,False,Core,2,2,1,13.0,True,True,0.7519457,0.6210165,0.51549536,True,2.0,0
11250.0,False,False,False,True,1,94230.0,2767.95,Alone,Service,2.0,D,False,CL,Home,0.009657,11469,104,4946,3165,True,False,False,Laborers,2,2,0,14.0,True,True,0.42226937,0.5588253,0.36896873,True,3.0,0
22500.0,True,False,False,False,0,176211.0,4661.1,Alone,Commercial,2.0,M,False,CL,Home,0.020713,12166,3083,1754,4723,True,False,False,Laborers,2,2,5,12.0,True,True,0.23063245,0.10256354,0.7136314,True,0.0,0
9000.0,False,False,True,True,0,45000.0,2889.0,Alone,Service,1.0,M,False,CL,Home,0.008474,17155,510,7293,664,True,True,False,Sales,2,2,4,16.0,True,True,0.48201555,0.2790768,0.51369375,True,1.0,0
11250.0,True,True,True,False,0,38152.8,2562.75,Alone,Service,1.0,S,False,CL,Home,0.0105,10377,3024,4623,3050,True,False,False,Medicine,1,3,6,13.0,True,True,0.15504408,0.40101427,0.68638235,True,1.0,0
13500.0,True,True,True,True,0,77029.2,5055.3,Relative,Commercial,1.0,M,False,CL,Home,0.035792,18696,292,8016,2255,True,False,False,Drivers,2,2,4,16.0,True,True,0.531879,0.62128925,0.7295667,True,0.0,0
11250.0,False,False,False,False,0,28440.0,1325.7,Alone,Service,2.0,M,False,CL,Family,0.04622,8944,721,3657,1601,True,False,False,High skill tech,2,1,6,11.0,True,True,0.3702764,0.65391403,0.37740424,True,1.0,0
18900.0,False,False,False,True,1,26710.2,2010.15,Partner,Service,1.0,M,False,CL,Home,0.020246,17661,5324,6585,1224,True,True,True,Laborers,3,3,3,8.0,True,True,0.54123586,0.45058987,0.344155,True,0.0,0
15750.0,False,False,True,True,0,35058.15,3775.5,Alone,Service,2.0,S,False,CL,Home,0.015221,11187,1693,3772,3857,True,True,True,Laborers,1,2,3,13.0,True,True,0.19623315,0.6053437,0.41184855,True,7.0,1
15750.0,False,False,False,True,0,14391.0,1379.25,Alone,nan,1.0,M,False,CL,Home,0.030755,17483,1445,9607,1023,True,False,True,Laborers,2,2,1,16.0,True,True,0.82153606,0.3344949,0.80274546,True,6.0,0
18000.0,True,False,True,True,0,48149.55,3364.2,Alone,Service,2.0,M,False,CL,Home,0.072508,21898,10255,162,5278,True,True,True,Core,2,1,3,10.0,True,True,0.86746573,0.7360444,0.5602843,True,0.0,0
11250.0,False,True,True,True,0,54504.0,2664.0,Alone,Commercial,2.0,M,False,CL,Home,0.025164,9900,1364,4582,818,True,False,False,Accountants,2,2,1,11.0,True,True,0.28954458,0.1989221,0.055711422,True,4.0,0
11250.0,True,False,False,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.00733,12245,218,6208,4733,True,False,True,Drivers,2,2,4,18.0,True,True,0.12399223,0.41450056,0.2301589,True,1.0,0
24750.0,False,True,False,False,0,45000.0,2201.85,Alone,Service,2.0,S,False,CL,Home,0.028663,11772,3189,1309,4096,True,False,False,High skill tech,1,2,4,9.0,True,True,0.57251763,0.66958016,0.42236966,True,2.0,0
13500.0,False,True,False,True,0,38250.0,3021.75,Alone,Service,1.0,S,False,CL,Home,0.019689,8115,525,67,807,True,False,False,Core,1,2,5,12.0,True,True,0.22413382,0.5356021,0.30314636,True,2.0,0
11250.0,False,True,True,True,0,16351.2,1189.8,Alone,Service,1.0,M,False,CL,Home,0.0105,14760,1046,7451,4174,True,True,False,Laborers,2,3,5,10.0,True,True,0.3052696,0.42585304,0.5316861,True,1.0,0
11250.0,True,False,True,True,1,78192.0,4254.75,Alone,Service,2.0,M,False,CL,Home,0.031329,11356,3675,241,1781,True,False,False,Sales,3,2,5,14.0,True,True,0.4709007,0.59638655,0.31081825,True,3.0,0
31500.0,True,False,True,False,1,101479.05,5167.8,Alone,Commercial,2.0,M,False,CL,Municipal,0.072508,14150,486,1677,4556,True,False,True,Sales,3,1,4,19.0,True,True,0.69646084,0.75509834,0.31236538,True,0.0,0
11250.0,True,True,False,True,1,27504.0,1036.8,Alone,Commercial,2.0,M,False,CL,Shared,0.010556,12803,214,6907,511,True,False,False,Managers,3,3,3,12.0,True,True,0.3944905,0.5094858,0.7421816,True,1.0,0
27000.0,False,False,False,True,0,135000.0,5511.6,Alone,Commercial,2.0,M,False,CL,Home,0.02461,19178,2034,8024,568,True,True,True,Managers,2,2,5,11.0,True,True,0.91769344,0.7644646,0.6313545,True,0.0,0
13500.0,False,False,False,False,1,20250.0,1012.5,Alone,Commercial,2.0,M,False,RL,Home,0.04622,8077,1282,6137,751,True,True,True,HR,3,1,3,18.0,True,True,0.17999384,0.36724412,0.29708663,True,1.0,0
16650.0,True,True,True,True,2,28440.0,2259.9,Alone,Service,1.0,M,False,CL,Home,0.009175,13332,3861,2376,3494,True,False,False,Laborers,4,2,5,10.0,True,True,0.5363265,0.7539318,0.18411615,True,5.0,0
12150.0,False,False,True,False,0,25470.0,1858.5,Relative,Service,1.0,M,False,CL,Home,0.031329,17849,533,7750,1397,True,False,False,Security,2,2,5,10.0,True,True,0.30767447,0.6184914,0.66102356,True,6.0,0
22500.0,True,True,False,True,1,102474.0,5245.2,Partner,Commercial,2.0,M,False,CL,Home,0.009334,13744,3585,12229,454,True,False,False,High skill tech,3,2,4,14.0,True,True,0.58387184,0.7037411,0.2525987,True,0.0,0
20250.0,True,False,False,True,0,74628.0,5000.4,Alone,Commercial,1.0,S,False,CL,Home,0.014464,17422,235,4110,898,True,False,False,Managers,1,2,5,7.0,True,True,0.45802796,0.6927951,0.71215516,True,2.0,0
14760.0,False,True,False,False,0,147033.0,5766.3,Alone,Commercial,2.0,M,False,CL,Home,0.035792,22694,634,10851,4502,True,False,False,Core,2,2,4,15.0,True,True,0.86522007,0.65198636,0.75839305,True,0.0,0
15300.0,True,True,False,False,0,29628.0,1606.95,Alone,Commercial,1.0,M,False,CL,Home,0.007305,13940,682,4428,4290,True,False,True,Sales,2,3,2,7.0,True,True,0.63251525,0.40264893,0.23661083,True,7.0,1
20250.0,False,False,True,True,0,67950.0,4572.45,Alone,Commercial,1.0,S,False,CL,Home,0.026392,18504,3130,12551,2049,True,False,False,Sales,1,2,2,16.0,True,True,0.5816538,0.6955249,0.68638235,True,7.0,0
13500.0,False,False,False,True,1,17100.0,1363.95,Alone,Commercial,2.0,M,False,CL,Home,0.018209,11798,242,857,3190,True,False,True,Core,3,3,0,9.0,True,True,0.7332166,0.39651078,0.62630427,True,2.0,0
9000.0,False,True,True,False,0,41422.95,1561.5,Alone,Commercial,1.0,D,False,CL,Home,0.035792,17059,3846,5028,565,True,False,False,Sales,1,2,0,11.0,True,True,0.33542848,0.6295369,0.7636399,True,1.0,0
45000.0,True,False,True,True,0,104256.0,5834.7,Alone,Commercial,2.0,D,False,CL,Home,0.072508,18855,5310,8580,2401,True,False,False,Managers,1,1,3,13.0,True,True,0.8785048,0.72221786,0.7062051,True,2.0,0
18450.0,True,False,False,True,0,197107.2,6864.3,Alone,Service,2.0,M,False,CL,Home,0.010147,19813,3119,3089,3347,True,False,False,Core,2,2,4,11.0,True,True,0.6111046,0.6438405,0.14644207,True,0.0,0
27000.0,False,False,False,True,0,18000.0,900.0,Alone,Service,1.0,S,False,RL,Home,0.022625,9794,624,4288,1271,True,False,False,Sales,1,2,6,19.0,True,True,0.5058344,0.61814046,0.4382814,True,2.0,0
11250.0,False,False,False,False,0,28670.4,2111.4,Alone,Service,1.0,M,False,CL,Home,0.022625,17225,619,3294,774,True,False,False,Core,2,2,1,12.0,True,True,0.59363955,0.65980875,0.7223929,True,8.0,0
13500.0,False,True,False,True,2,49500.0,1609.65,Alone,Commercial,1.0,M,False,CL,Home,0.022625,11231,4410,4105,743,True,False,False,Core,4,2,5,11.0,True,True,0.43521306,0.46932197,0.57796913,True,0.0,0
15750.0,False,False,False,True,1,106862.4,3851.1,Alone,Commercial,1.0,M,False,CL,Home,0.031329,14565,3768,1939,4235,True,False,False,Laborers,3,2,5,11.0,True,True,0.29153973,0.64096206,0.5902333,True,0.0,0
24750.0,True,False,False,False,0,97128.0,5187.6,Alone,Service,1.0,S,False,CL,Home,0.003541,18499,3964,7718,2051,True,True,False,Drivers,1,1,3,8.0,True,True,0.14605378,0.6667778,0.57620883,True,2.0,0
31500.0,False,True,True,True,0,180000.0,4963.05,Alone,Service,1.0,W,False,CL,Home,0.010006,18906,3474,1477,2450,True,False,False,Core,1,1,4,11.0,True,True,0.623016,0.61762416,0.3264752,True,2.0,0
6750.0,False,True,True,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.031329,10262,2843,350,2458,True,False,False,High skill tech,2,2,5,9.0,True,True,0.21956211,0.19751458,0.5190973,True,2.0,0
6750.0,False,False,True,True,1,14836.5,1161.0,Alone,Service,1.0,M,False,CL,Home,0.01885,12109,2239,530,3974,True,True,True,Core,3,2,0,12.0,True,True,0.6322152,0.66368055,0.63970757,True,1.0,0
8100.0,True,False,False,True,1,45000.0,2454.3,Relative,Service,2.0,M,False,CL,Home,0.008575,11054,908,5546,2859,True,True,True,Sales,3,2,5,9.0,True,True,0.46916118,0.5122835,0.35895124,True,2.0,0
13950.0,False,False,False,False,0,67500.0,2424.6,Alone,Service,0.0,M,False,CL,Municipal,0.003818,16501,1620,10373,48,True,True,True,Laborers,2,2,1,10.0,True,True,0.30177155,0.6468035,0.4614824,True,3.0,0
11250.0,False,False,False,False,0,20250.0,1012.5,Alone,Service,1.0,S,False,RL,Family,0.025164,8695,915,3537,1371,True,False,False,Core,1,2,3,12.0,True,True,0.09515234,0.24496512,0.63970757,True,0.0,0
24300.0,False,False,False,True,2,57144.6,2227.05,Alone,Service,1.0,M,False,CL,Home,0.010032,11941,2498,10364,2580,True,False,False,Private service,4,2,1,9.0,True,True,0.37998354,0.53842384,0.5064842,True,4.0,0
11250.0,True,False,True,True,0,67500.0,2190.6,Alone,Commercial,1.0,M,False,CL,Home,0.025164,9575,776,9299,1053,True,False,False,Sales,2,2,6,9.0,True,True,0.6136812,0.59246427,0.51549536,True,2.0,0
15750.0,False,False,False,False,1,26955.0,2485.35,Alone,Govt Job,1.0,M,False,CL,Home,0.010556,13571,3609,6972,4612,True,False,False,Medicine,3,3,2,16.0,True,True,0.64583063,0.7474453,0.57620883,True,7.0,0
22500.0,False,True,True,True,1,50849.55,2459.25,Alone,Service,1.0,M,False,CL,Home,0.018634,19249,6094,6840,2768,True,True,True,Laborers,3,2,2,14.0,True,True,0.5796628,0.57059133,0.62461466,True,3.0,0
20250.0,False,True,False,False,0,108000.0,3157.65,Alone,Service,2.0,D,False,CL,Home,0.00733,17438,6291,3251,947,True,True,False,Managers,1,2,6,21.0,True,True,0.27128136,0.17639299,0.42236966,True,2.0,0
15750.0,False,False,False,True,0,67950.0,2707.65,Relative,Service,2.0,S,False,CL,Home,0.00496,12884,2240,4555,852,True,False,False,Sales,1,2,3,14.0,True,True,0.54335093,0.6365824,0.6212263,True,2.0,0
9000.0,True,False,True,True,0,45000.0,1629.45,Alone,Service,2.0,S,False,CL,Home,0.028663,20149,232,127,3617,True,False,False,Private service,1,2,2,8.0,True,True,0.74695134,0.6106129,0.58499,True,0.0,0
20250.0,True,False,True,True,1,121870.8,3944.25,Alone,Service,1.0,M,False,CL,Home,0.025164,13693,7017,3565,5891,True,False,False,Laborers,3,2,0,14.0,True,True,0.632133,0.648844,0.24318647,True,0.0,0
11250.0,False,False,True,True,1,78192.0,6190.65,Alone,Service,1.0,M,False,CL,Home,0.018029,12604,4445,5137,4128,True,False,False,Sales,3,3,3,9.0,True,True,0.6703076,0.56730926,0.6161217,True,2.0,0
9000.0,False,False,True,True,1,107820.0,3165.3,Partner,Service,1.0,M,False,CL,Family,0.022625,10937,1049,4812,2216,True,False,False,Laborers,3,2,1,10.0,True,True,0.5512964,0.6360358,0.5797274,True,3.0,0
13500.0,True,False,True,True,1,28887.3,1858.95,Alone,Service,1.0,W,False,CL,Home,0.025164,14234,245,8184,4668,True,False,True,Laborers,2,2,2,9.0,True,True,0.25785446,0.12316383,0.51729655,True,1.0,1
4725.0,True,False,True,False,0,67500.0,2177.55,Alone,Commercial,1.0,M,False,CL,Home,0.028663,14260,255,4733,4743,True,True,True,Accountants,2,2,0,20.0,True,True,0.51309115,0.68008333,0.3539876,True,0.0,0
29250.0,True,False,False,True,1,137250.0,4309.65,Alone,Service,2.0,M,False,CL,Home,0.020713,12639,5492,1748,4427,True,False,False,Managers,3,2,0,9.0,True,True,0.58960533,0.118863374,0.33285058,True,2.0,0
12150.0,True,False,True,True,2,39242.7,3113.55,Alone,Service,1.0,M,False,CL,Home,0.010006,14492,871,8162,3170,True,False,False,Cooking,4,1,4,15.0,True,True,0.55250967,0.77621955,0.1110424,True,3.0,0
18000.0,False,False,False,True,0,27000.0,1350.0,Partner,Service,1.0,M,False,RL,Home,0.022625,15416,538,849,4386,True,True,True,Sales,2,2,0,13.0,True,True,0.66583055,0.33577636,0.7490217,True,0.0,0
11250.0,True,False,False,True,0,26955.0,1930.05,Alone,Service,1.0,M,False,CL,Home,0.011703,12907,4540,6748,3925,True,False,False,Laborers,2,2,2,17.0,True,True,0.43546078,0.29666346,0.80045134,True,1.0,0
31500.0,False,True,False,True,0,37062.9,1410.3,Alone,Commercial,2.0,S,False,CL,Home,0.0105,14418,2863,5104,4877,True,False,False,Managers,1,3,3,16.0,True,True,0.73784196,0.6100512,0.6848277,True,2.0,0
13500.0,True,False,False,True,1,43200.0,2274.75,Alone,Commercial,2.0,S,False,CL,Home,0.026392,17611,924,4067,1148,True,False,False,High skill tech,2,2,3,9.0,True,True,0.6476684,0.6804496,0.63970757,True,0.0,0
22050.0,True,False,True,True,2,128835.0,4169.25,Alone,Service,2.0,M,False,CL,Home,0.018209,13668,2439,230,5655,True,False,False,Managers,4,3,5,13.0,True,True,0.51533014,0.6035033,0.8128226,True,2.0,0
15750.0,False,False,True,True,0,67950.0,1999.8,Alone,Commercial,2.0,S,False,CL,Home,0.010006,14879,5000,8898,736,True,False,False,Accountants,1,2,6,11.0,True,True,0.49270412,0.77271324,0.5495965,True,0.0,0
13500.0,False,False,True,True,1,18000.0,900.0,Alone,nan,1.0,M,False,RL,Home,0.010032,9398,951,8571,1989,True,True,True,Sales,3,2,6,10.0,True,True,0.3392124,0.69214314,0.35233998,True,1.0,0
15750.0,False,True,True,True,1,90000.0,3188.7,Alone,Service,2.0,M,False,CL,Home,0.01452,11012,948,5070,2173,True,False,False,Sales,3,2,5,7.0,True,True,0.38833368,0.34202784,0.30010775,True,1.0,0
11250.0,False,False,False,True,0,38152.8,1868.4,Alone,Service,1.0,S,False,CL,Home,0.018029,13932,334,6088,4506,True,False,False,Sales,1,3,1,14.0,True,True,0.28244203,0.15603684,0.22383131,True,5.0,0
27000.0,True,False,True,False,0,137120.4,4544.55,Alone,Service,2.0,S,False,CL,Home,0.072508,16709,3384,9122,238,True,False,False,Laborers,1,1,6,11.0,True,True,0.6745172,0.75778556,0.5495965,True,2.0,0
18000.0,False,False,True,True,1,18000.0,900.0,Alone,Service,2.0,M,False,RL,Home,0.020713,10363,2040,2747,3005,True,False,False,Accountants,3,2,0,7.0,True,True,0.4548414,0.25453582,0.832785,True,1.0,0
11250.0,False,False,False,False,0,52128.0,1944.9,Alone,Commercial,1.0,D,False,CL,Home,0.031329,14939,4939,1708,5076,True,False,False,Laborers,1,2,4,14.0,True,True,0.7304896,0.28063694,0.6479769,True,0.0,0
20250.0,False,False,True,True,2,58500.0,2925.0,Alone,Govt Job,2.0,M,False,RL,Home,0.009175,13349,5218,4044,2463,True,False,True,Core,4,2,1,11.0,True,True,0.67487615,0.7333164,0.35233998,True,0.0,0
14850.0,False,False,False,True,1,10782.0,1001.7,Alone,Service,1.0,S,False,CL,Home,0.009657,10890,3217,555,3475,True,False,False,Laborers,2,2,5,14.0,True,True,0.18969224,0.5325821,0.42413032,True,0.0,0
11250.0,False,False,True,True,0,9000.0,903.15,Alone,Service,1.0,D,False,CL,Home,0.00702,18024,2779,8917,1558,True,True,False,Laborers,1,2,2,14.0,True,True,0.53141236,0.36821014,0.39794633,True,2.0,0
17550.0,False,False,True,True,0,54000.0,2700.0,Alone,Commercial,2.0,M,False,RL,Home,0.01885,16862,2091,3618,416,True,False,False,Sales,2,2,2,13.0,True,True,0.66575974,0.7197236,0.62461466,True,4.0,0
13500.0,False,False,True,True,1,65196.0,2354.85,Alone,Service,2.0,M,False,CL,Home,0.030755,11608,4397,6224,4015,True,False,False,Laborers,3,2,3,9.0,True,True,0.6376162,0.6628796,0.6161217,True,2.0,0
9000.0,False,True,True,True,0,36000.0,2356.65,Alone,Service,1.0,S,False,CL,Home,0.011657,21690,5463,9285,4750,True,True,True,Cleaning,1,1,6,11.0,True,True,0.54648554,0.67214406,0.49386287,True,2.0,0
15750.0,True,False,True,False,2,40500.0,2025.0,Alone,Commercial,2.0,M,False,RL,Home,0.04622,13132,3831,1780,3012,True,False,False,Core,4,1,6,13.0,True,True,0.4969267,0.6862412,0.622922,True,0.0,0
20250.0,True,False,True,True,0,35427.6,2033.55,Alone,Commercial,1.0,M,False,CL,Home,0.02461,17874,5401,11161,1393,True,False,False,Sales,2,2,6,10.0,True,True,0.35208866,0.706374,0.2851799,True,4.0,0
31500.0,True,True,False,True,2,65961.0,2140.65,Alone,Service,2.0,M,False,CL,Home,0.00712,15352,1699,3077,4520,True,False,False,Managers,4,2,2,8.0,True,True,0.6869534,0.6775708,0.5424451,True,0.0,0
13500.0,True,False,False,True,1,75519.0,3868.65,Alone,Commercial,1.0,M,False,CL,Municipal,0.04622,10359,333,3740,3026,True,False,False,Laborers,3,1,6,10.0,True,True,0.15364113,0.6728761,0.3842068,True,1.0,1
9000.0,True,True,True,False,0,90000.0,2826.0,Alone,Commercial,2.0,M,False,CL,Home,0.020246,9617,214,4496,2305,True,False,False,Sales,2,3,6,14.0,True,True,0.699357,0.6367038,0.67065173,True,4.0,0
11250.0,True,False,True,True,0,57340.8,2538.9,Alone,Service,2.0,M,False,CL,Home,0.010966,18380,2618,4830,1869,True,False,False,Managers,2,2,5,12.0,True,True,0.8366304,0.5825972,0.508287,True,5.0,0
29250.0,True,False,False,True,1,125568.0,4523.4,Alone,Commercial,2.0,M,False,CL,Home,0.010032,15450,460,4914,3926,True,False,False,Managers,3,2,4,9.0,True,True,0.7954846,0.6096558,0.7136314,True,0.0,0
15750.0,False,False,False,True,2,81000.0,3212.1,Alone,Service,1.0,M,False,CL,Home,0.031329,12401,4188,6855,3233,True,True,False,Managers,4,2,4,9.0,True,True,0.57458675,0.70190954,0.74079907,True,3.0,0
22500.0,False,False,True,True,0,28440.0,2259.9,Alone,Service,2.0,S,False,CL,Home,0.002042,14170,4752,290,4864,True,False,False,Managers,1,3,5,16.0,True,True,0.82528013,0.37452498,0.2525987,True,6.0,0
9000.0,False,False,True,True,2,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Home,0.031329,14428,1873,6291,1878,True,False,False,Sales,4,2,3,13.0,True,True,0.1750918,0.45168364,0.2664568,True,1.0,0
9000.0,False,False,True,True,0,17829.0,1920.15,Alone,Commercial,1.0,S,False,CL,Family,0.00963,11835,230,4693,3833,True,False,False,Laborers,1,2,5,12.0,True,True,0.2074786,0.5312699,0.52809274,True,0.0,1
12150.0,True,False,True,True,0,84600.0,2997.0,Alone,Service,2.0,M,False,CL,Home,0.028663,10732,2268,2253,2259,True,False,True,Accountants,2,2,1,9.0,True,True,0.6744648,0.5213808,0.39794633,True,2.0,0
10800.0,True,False,False,True,0,18846.0,842.85,Alone,nan,1.0,M,False,CL,Family,0.019689,14360,548,7586,4943,True,False,False,Sales,2,2,3,12.0,True,True,0.39764303,0.105382934,0.7862666,True,1.0,0
11250.0,True,False,False,True,2,55870.65,4336.65,Alone,Commercial,1.0,M,False,CL,Home,0.007305,10942,940,181,1307,True,False,True,Laborers,4,3,3,6.0,True,True,0.576146,0.63436365,0.563835,True,1.0,0
20250.0,False,True,False,False,1,107820.0,3833.1,Alone,Service,1.0,M,False,CL,Home,0.020713,13449,2651,931,3172,True,True,False,Waiters/barmen,3,3,2,12.0,True,True,0.23447387,0.48262414,0.5298898,True,0.0,0
22500.0,False,True,True,False,0,130500.0,3828.6,Alone,Commercial,2.0,M,False,CL,Home,0.035792,16118,1741,1164,4337,True,False,False,High skill tech,2,2,6,14.0,True,True,0.7505929,0.6520757,0.40487838,True,0.0,0
20250.0,False,True,True,False,0,54000.0,2700.0,Alone,Commercial,2.0,D,False,RL,Family,0.072508,14390,882,8383,4888,True,False,False,HR,1,1,6,16.0,True,True,0.8272065,0.7127192,0.72094417,True,2.0,0
24750.0,False,False,False,True,1,106159.95,3117.15,Alone,Service,1.0,M,False,CL,Home,0.022625,13280,327,2865,2865,True,False,False,Managers,3,2,1,12.0,True,True,0.3439957,0.4726292,0.4740513,True,0.0,0
9000.0,False,False,True,True,0,31276.8,2189.7,Alone,Commercial,1.0,M,False,CL,Home,0.011703,21458,881,11087,3799,True,False,False,Cleaning,2,2,1,12.0,True,True,0.771058,0.6983884,0.58499,True,0.0,0
18000.0,True,False,True,False,0,52649.1,2213.1,Alone,Service,2.0,M,False,CL,Home,0.010966,12849,3157,1234,4730,True,True,False,Managers,2,2,2,14.0,True,True,0.5292106,0.6991755,0.31391668,True,0.0,0
29250.0,False,False,False,False,0,184500.0,5086.8,Alone,Commercial,2.0,D,False,CL,Home,0.007274,16516,1732,1255,45,True,False,False,Managers,1,2,4,11.0,True,True,0.86500555,0.6494317,0.7463002,True,1.0,0
8100.0,True,False,True,False,0,22500.0,1521.9,Alone,Commercial,2.0,M,False,CL,Home,0.008866,12422,9,6490,4592,True,False,True,Accountants,2,2,2,11.0,True,True,0.39939743,0.53007716,0.6430256,True,0.0,1
24750.0,False,True,False,False,0,81756.0,2949.3,Alone,Service,1.0,M,False,CL,Home,0.018634,16706,7005,1629,229,True,True,False,Managers,2,2,1,17.0,True,True,0.29121852,0.5613469,0.8160924,True,4.0,0
13500.0,False,False,True,True,1,16789.5,1775.7,Alone,Service,2.0,M,False,CL,Home,0.019101,9726,245,4122,2378,True,False,False,Laborers,3,2,2,10.0,True,True,0.17587838,0.2510785,0.09694832,True,2.0,0
18000.0,True,False,False,True,2,48564.0,3893.85,Alone,Service,1.0,M,False,CL,Home,0.006671,11119,706,4867,2818,True,True,True,Laborers,4,2,5,12.0,True,True,0.17572723,0.62935334,0.23791608,True,2.0,0
44100.0,True,True,True,False,0,122301.0,4850.1,Alone,Service,2.0,M,False,CL,Home,0.028663,12938,3406,6478,4601,True,True,True,High skill tech,2,2,4,13.0,True,True,0.74937963,0.32598746,0.17560598,True,3.0,0
6750.0,True,False,False,True,0,24750.0,1237.5,Alone,Commercial,1.0,M,False,RL,Home,0.005084,11189,177,11163,3470,True,False,False,High skill tech,2,2,6,12.0,True,True,0.44541624,0.319606,0.6528965,True,1.0,0
6750.0,True,True,True,False,1,54504.0,2067.75,Alone,nan,1.0,M,False,CL,Home,0.006629,15775,6923,2558,3999,True,True,True,High skill tech,3,2,5,6.0,True,True,0.4666611,0.6251916,0.6577838,True,0.0,0
20250.0,True,False,False,True,0,77532.75,3285.0,Alone,Service,1.0,M,False,CL,Home,0.010006,18995,2584,10687,2541,True,False,True,Sales,2,2,3,10.0,True,True,0.58906406,0.64967066,0.6109913,True,5.0,0
11250.0,False,True,True,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.010032,19027,1523,7867,2548,True,False,False,Laborers,2,2,1,4.0,True,True,0.68491966,0.47043863,0.51369375,True,1.0,0
6750.0,False,True,False,True,1,14850.0,1270.35,Alone,Govt Job,1.0,M,False,CL,Home,0.019689,16208,3134,2163,2240,True,False,False,Core,3,2,2,14.0,True,True,0.7536827,0.27553585,0.6894792,True,2.0,0
18000.0,False,False,False,True,0,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.030755,11314,2695,230,3394,True,False,False,Accountants,2,2,5,11.0,True,True,0.39466366,0.768387,0.61782616,True,3.0,0
11250.0,False,True,True,True,0,18000.0,900.0,Alone,Service,2.0,S,False,RL,Home,0.009657,7973,1085,124,650,True,False,False,Core,1,2,2,16.0,True,True,0.31205618,0.35303012,0.25670558,True,0.0,0
22500.0,False,True,False,False,0,23985.0,2984.4,Alone,Service,1.0,M,False,CL,Home,0.072508,10317,384,4744,1616,True,True,False,Sales,2,1,1,12.0,True,True,0.10700539,0.6922456,0.3217353,True,2.0,0
11250.0,False,False,False,False,0,24727.5,2128.05,Alone,Service,1.0,S,False,CL,Home,0.025164,14074,4720,7906,4225,True,True,True,Core,1,2,0,11.0,True,True,0.44778225,0.5069936,0.22508687,True,1.0,0
18000.0,True,True,False,True,1,67950.0,1999.8,Alone,Service,1.0,M,False,CL,Home,0.020713,11744,4667,2342,4396,True,False,True,Drivers,3,2,3,12.0,True,True,0.3482609,0.74067855,0.83774686,True,0.0,0
11250.0,False,False,True,True,0,64008.0,3113.1,Alone,nan,1.0,M,False,CL,Home,0.02461,10088,128,3522,2668,True,False,False,High skill tech,2,2,6,10.0,True,True,0.39828262,0.65684277,0.7463002,True,2.0,0
9000.0,False,False,True,True,0,28440.0,1864.35,Alone,Service,1.0,M,False,CL,Home,0.015221,13580,878,643,4303,True,False,False,Sales,2,2,3,13.0,True,True,0.5299572,0.4844481,0.63303167,True,2.0,0
8550.0,False,True,False,False,1,28440.0,1864.35,Alone,Govt Job,1.0,M,False,CL,Home,0.006207,9951,1132,4221,2633,True,False,False,Core,3,2,3,13.0,True,True,0.19087443,0.5506046,0.7136314,True,0.0,0
13500.0,False,False,True,False,0,26955.0,1376.1,Alone,Service,2.0,M,False,CL,Home,0.02461,13202,2646,3486,4083,True,True,False,Laborers,2,2,2,22.0,True,True,0.69164264,0.7306093,0.38079968,True,1.0,0
6075.0,False,True,True,False,0,80865.0,2377.35,Alone,Service,1.0,M,False,CL,Home,0.020246,18550,4541,9640,1867,True,False,False,Core,2,3,3,6.0,True,True,0.60888183,0.33195865,0.75440615,True,3.0,0
10350.0,False,False,True,True,0,67500.0,2627.1,Alone,Service,1.0,S,False,CL,Home,0.028663,21079,979,4433,4575,True,False,False,Core,1,2,3,11.0,True,True,0.6702412,0.69339514,0.49566582,True,2.0,0
24750.0,True,False,False,False,0,134608.95,4094.1,Alone,Service,1.0,M,False,CL,Home,0.008575,17773,528,9289,1163,True,False,False,Laborers,2,2,5,18.0,True,True,0.21512647,0.78379875,0.5424451,True,0.0,0
16200.0,False,False,True,True,0,83538.0,3883.95,Alone,Service,1.0,M,False,CL,Home,0.020246,19927,307,9200,3453,True,False,True,Drivers,2,3,4,7.0,True,True,0.60122484,0.08367574,0.7610264,True,0.0,0
27000.0,True,True,True,True,0,28017.0,2742.3,Alone,Commercial,2.0,W,False,CL,Home,0.01885,21419,3613,8830,4969,True,False,False,Accountants,1,2,1,16.0,True,True,0.7926123,0.6323019,0.47764915,True,3.0,0
13050.0,False,True,True,True,0,67899.6,3479.85,Alone,Service,2.0,M,False,CL,Home,0.020713,16276,2164,1152,1179,True,False,True,Sales,2,2,6,7.0,True,True,0.3814549,0.42036602,0.2580842,True,2.0,0
15750.0,True,True,False,True,0,54504.0,3978.9,Relative,Service,1.0,S,False,CL,Home,0.006671,8087,275,2440,600,True,False,False,Sales,1,2,2,18.0,True,True,0.051185835,0.64400095,0.066439174,True,1.0,0
15750.0,True,True,True,False,0,10350.0,1114.65,Alone,Service,2.0,S,False,CL,Home,0.018209,11314,841,5256,3709,True,False,False,High skill tech,1,3,3,10.0,True,True,0.54672873,0.55207044,0.7032033,True,1.0,0
13500.0,False,False,False,False,0,80865.0,2377.35,Alone,Service,1.0,D,False,CL,Home,0.01885,22906,5642,4670,3306,True,False,False,Laborers,1,2,4,15.0,True,True,0.70446706,0.56139535,0.66745776,True,0.0,0
27000.0,True,True,False,True,0,40299.3,4795.65,Alone,Commercial,1.0,M,False,CL,Home,0.030755,10950,232,5061,3031,True,True,False,High skill tech,2,2,3,17.0,True,True,0.22857948,0.6055474,0.69255906,True,1.0,0
13500.0,True,False,False,True,0,26955.0,2485.35,Alone,Govt Job,2.0,D,False,CL,Home,0.00702,10055,1108,1382,1241,True,False,True,Core,1,2,6,12.0,True,True,0.2718094,0.5515675,0.09081471,True,1.0,0
15750.0,True,True,False,True,2,25650.0,1562.85,Relative,Service,1.0,M,False,CL,Home,0.006671,11598,547,415,1011,True,False,False,Managers,4,2,5,13.0,True,True,0.43752846,0.6786639,0.44183582,True,7.0,0
15750.0,True,False,False,True,2,157500.0,4958.55,Alone,Service,1.0,M,False,CL,Home,0.028663,12868,1925,6930,4544,True,False,False,Security,4,2,2,8.0,True,True,0.50624317,0.6074836,0.45253357,True,5.0,1
20250.0,False,True,False,True,2,49000.5,2671.2,Partner,Commercial,1.0,M,False,CL,Home,0.00702,15967,2692,7463,4105,True,False,False,Accountants,4,2,6,13.0,True,True,0.48377696,0.5017458,0.23272477,True,2.0,0
17100.0,False,True,False,True,0,48006.0,1822.5,Alone,Service,2.0,D,False,CL,Home,0.010147,15397,498,11497,460,True,False,False,Accountants,1,2,0,10.0,True,True,0.6928084,0.6724861,0.563835,True,3.0,0
13500.0,False,True,False,False,2,22500.0,861.3,Alone,Service,2.0,M,False,CL,Municipal,0.010006,11227,3371,2561,3863,True,False,False,Core,4,2,5,11.0,True,True,0.50258833,0.6492624,0.6577838,True,0.0,0
29250.0,True,False,False,True,2,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.04622,10890,3012,2892,2557,True,False,False,Medicine,4,1,5,14.0,True,True,0.31105322,0.57977086,0.4902575,True,1.0,0
8100.0,False,False,False,False,0,27627.75,2376.45,Others,Commercial,1.0,M,False,CL,Municipal,0.014464,10142,611,4244,648,True,False,False,Laborers,2,2,1,3.0,True,True,0.25828773,0.01605278,0.39794633,True,0.0,0
22500.0,True,False,False,True,0,41461.2,2249.1,Alone,Service,1.0,S,False,CL,Home,0.032561,10884,3309,5046,3301,True,False,True,Laborers,1,1,4,17.0,True,True,0.2731587,0.5449276,0.7490217,True,1.0,0
18000.0,True,True,True,True,1,67500.0,2190.6,Relative,Service,1.0,M,False,CL,Home,0.008474,14880,7376,4674,4213,True,False,False,Medicine,3,2,3,11.0,True,True,0.48253644,0.14671855,0.757069,True,0.0,0
9000.0,False,False,False,False,1,25470.0,2557.8,Alone,Commercial,1.0,M,False,CL,Home,0.02461,9819,299,4635,2499,True,False,False,Laborers,3,2,3,10.0,True,True,0.2180557,0.55645186,0.56737924,True,1.0,0
38250.0,False,False,False,False,0,55527.3,1526.85,Alone,Service,2.0,M,False,CL,Home,0.0228,11682,2423,1175,3221,True,False,True,Accountants,2,2,1,10.0,True,True,0.66163224,0.6109612,0.37064964,True,4.0,0
18000.0,False,False,True,True,0,75519.0,3645.9,Relative,Service,1.0,M,False,CL,Home,0.0228,17568,5059,3341,1114,True,False,True,Laborers,2,2,5,11.0,True,True,0.63013685,0.7184912,0.3996756,True,0.0,0
9000.0,False,False,False,True,0,51856.2,2069.55,Alone,Service,1.0,M,False,CL,Home,0.022625,13829,631,4822,1803,True,False,False,Sales,2,2,2,12.0,True,True,0.3909825,0.6275151,0.32489124,True,1.0,0
9000.0,False,False,False,False,2,47376.0,5026.95,Alone,Service,1.0,M,False,CL,Municipal,0.04622,9353,1280,3727,2007,True,True,False,Accountants,4,1,4,19.0,True,True,0.4914514,0.373803,0.6161217,True,1.0,0
20250.0,False,False,False,True,1,55870.65,4492.35,Alone,nan,2.0,S,False,CL,Home,0.04622,10054,1176,4640,2709,True,False,True,High skill tech,2,1,3,10.0,True,True,0.5960703,0.7748491,0.49386287,True,0.0,0
6300.0,False,True,True,False,1,27363.6,1794.6,Alone,Service,1.0,M,False,CL,Home,0.035792,10967,183,4923,2698,True,True,True,Drivers,3,2,0,11.0,True,True,0.13833864,0.5079173,0.3556387,True,1.0,0
22500.0,False,False,False,False,0,33750.0,1687.5,Alone,Service,1.0,M,False,RL,Home,0.028663,16508,1624,1301,69,True,False,False,Drivers,2,2,1,12.0,True,True,0.34536737,0.58891135,0.3556387,True,0.0,0
12600.0,True,True,False,True,0,38250.0,1912.5,Alone,Service,2.0,M,False,RL,Home,0.002042,19082,919,9524,2603,True,False,False,Laborers,2,3,2,15.0,True,True,0.8648,0.4851363,0.5513813,True,4.0,0
5985.0,True,False,True,True,1,75519.0,3512.25,Alone,Govt Job,1.0,M,False,CL,Home,0.015221,13878,2805,3911,4262,True,False,True,Core,3,2,3,11.0,True,True,0.6710807,0.465,0.53527623,True,3.0,1
11250.0,False,False,True,False,0,56880.0,1577.25,Alone,Service,1.0,M,False,CL,Home,0.020713,16452,985,3690,7,True,False,False,Managers,2,3,6,6.0,True,True,0.58180434,0.5972337,0.7394118,True,3.0,0
11250.0,False,True,True,False,0,31500.0,1575.0,Alone,Service,1.0,M,False,RL,Home,0.008575,11333,2431,11302,2828,True,False,False,Laborers,2,2,2,18.0,True,True,0.09772019,0.5843192,0.29708663,True,0.0,0
13500.0,False,False,False,False,0,88127.55,4512.6,Alone,Commercial,2.0,S,False,CL,Home,0.006629,13631,6293,6481,4145,True,False,False,Low-skill Laborers,1,2,4,7.0,True,True,0.517659,0.6167665,0.75440615,True,5.0,0
15750.0,True,True,True,False,0,13500.0,787.95,Alone,Commercial,1.0,M,False,CL,Home,0.018209,15733,3330,3168,4032,True,False,False,Laborers,2,3,2,12.0,True,True,0.26346052,0.5635157,0.30927536,True,4.0,0
15750.0,False,True,False,False,0,75519.0,4969.35,Alone,Commercial,1.0,M,False,CL,Home,0.032561,16613,2115,7354,145,True,False,True,Core,2,1,1,18.0,True,True,0.7248229,0.7676819,0.7091891,True,0.0,0
22500.0,False,True,True,True,0,45000.0,2441.25,Alone,Service,1.0,M,False,CL,Home,0.022625,12778,4221,782,4843,True,True,False,Drivers,2,2,2,10.0,True,True,0.15790837,0.76663893,0.27356467,True,2.0,0
14400.0,True,False,True,True,2,73557.9,3990.15,Alone,Service,1.0,M,False,CL,Home,0.007305,11422,2856,139,2550,True,True,False,Core,4,3,5,7.0,True,True,0.5416068,0.6212326,0.58499,True,1.0,0
9000.0,True,False,False,True,1,33192.0,1707.75,Alone,Service,1.0,S,False,CL,Home,0.031329,13661,2454,7567,4165,True,False,False,Accountants,2,2,2,11.0,True,True,0.35843801,0.5594237,0.71215516,True,2.0,0
15750.0,False,False,True,True,0,103468.05,3729.6,Partner,Service,1.0,M,False,CL,Home,0.022625,17162,2207,3902,698,True,False,True,Cleaning,2,2,1,11.0,True,True,0.6333552,0.3902645,0.5460232,True,4.0,0
20250.0,False,False,False,True,0,109713.15,5614.65,Alone,Service,1.0,D,False,CL,Municipal,0.04622,22760,2345,10613,4485,True,False,False,Sales,1,1,3,14.0,True,True,0.768234,0.54757804,0.40140742,True,1.0,0
20250.0,True,False,False,True,0,36489.6,1620.0,Alone,Service,1.0,S,False,CL,Home,0.018634,15255,3425,1849,4269,True,False,False,High skill tech,1,2,3,14.0,True,True,0.504681,0.67591566,0.7610264,True,4.0,0
15750.0,False,False,False,False,0,112500.0,3289.5,Relative,Service,1.0,M,False,CL,Home,0.01885,19740,123,8480,3272,True,False,True,Laborers,2,2,1,16.0,True,True,0.8198555,0.6641343,0.6430256,True,1.0,0
11250.0,False,True,False,False,0,90000.0,2631.6,Alone,Service,2.0,M,False,CL,Home,0.026392,10849,466,148,1933,True,False,False,Core,2,2,3,12.0,True,True,0.4054919,0.63411003,0.5549468,True,1.0,0
18000.0,True,False,False,True,1,168726.6,6439.5,Partner,Service,1.0,S,False,CL,Home,0.035792,12953,2394,1414,5469,True,False,False,Core,2,2,5,15.0,True,True,0.5713274,0.7055478,0.4632753,True,0.0,0
13500.0,True,True,False,True,0,82482.3,2424.6,Alone,Commercial,2.0,M,False,CL,Home,0.02461,14966,1995,5825,4309,True,False,False,Sales,2,2,3,14.0,True,True,0.866397,0.7768078,0.30010775,True,5.0,0
22500.0,False,False,True,False,0,72846.0,4469.4,Relative,nan,1.0,M,False,CL,Home,0.04622,21231,4518,804,4226,True,False,True,Laborers,2,1,3,13.0,True,True,0.91720337,0.71166587,0.7421816,True,4.0,0
9000.0,False,False,False,True,0,61925.4,4322.7,Alone,Service,1.0,S,False,CL,Home,0.04622,15697,794,9761,4339,True,False,False,Sales,1,1,1,20.0,True,True,0.46856463,0.71990436,0.7295667,True,0.0,0
15750.0,True,False,True,True,2,49500.0,1777.95,Alone,Commercial,2.0,M,False,CL,Home,0.018634,11915,1356,1327,698,True,True,True,Core,4,2,1,14.0,True,True,0.452311,0.7592595,0.6041126,True,0.0,0
11250.0,False,False,False,False,0,59947.2,2552.85,Relative,Govt Job,1.0,M,False,CL,Family,0.030755,14005,7235,6217,4685,True,False,False,Managers,2,2,3,10.0,True,True,0.40611428,0.7460433,0.4382814,True,0.0,0
13500.0,False,False,True,True,0,33750.0,1687.5,Relative,Commercial,2.0,D,False,RL,Home,0.007274,16419,385,3838,4231,True,True,True,Accountants,1,2,0,19.0,True,True,0.78730017,0.6356459,0.39621958,True,0.0,0
18000.0,False,False,True,True,1,78652.8,4404.6,Relative,Service,1.0,M,False,CL,Home,0.00733,19761,3390,6880,3276,True,False,False,Accountants,3,2,2,15.0,True,True,0.91447484,0.63274413,0.2020866,True,6.0,0
22500.0,False,True,False,True,0,67500.0,3375.0,Alone,Service,1.0,M,False,RL,Home,0.028663,18010,5213,11685,1563,True,False,False,Secretaries,2,2,6,13.0,True,True,0.73714375,0.50963336,0.8396981,True,0.0,0
9450.0,True,False,False,True,0,34380.0,1672.2,Alone,nan,1.0,M,False,CL,Home,0.028663,17845,292,5078,1393,True,False,False,Drivers,2,2,5,11.0,True,True,0.53005844,0.37624264,0.52449644,True,4.0,0
36000.0,False,False,False,True,0,25470.0,1658.25,Alone,Commercial,2.0,S,False,CL,Home,0.072508,12101,1431,2958,4233,True,False,False,Accountants,1,1,1,17.0,True,True,0.77302283,0.76378274,0.54423475,True,5.0,0
15750.0,False,False,False,True,0,56880.0,1577.25,Alone,Service,2.0,M,False,CL,Home,0.030755,19296,5529,302,2534,True,False,False,Accountants,2,2,3,10.0,True,True,0.6630181,0.593715,0.3457848,True,1.0,0
22500.0,True,False,False,True,0,50564.25,2647.35,Alone,Service,1.0,M,False,CL,Home,0.04622,19193,1373,2604,2604,True,False,True,Low-skill Laborers,2,1,2,17.0,True,True,0.35662076,0.50349516,0.5118918,True,0.0,0
36000.0,False,False,False,True,0,78036.3,3319.2,Alone,Service,2.0,M,False,CL,Home,0.003541,15349,202,2666,2822,True,False,False,High skill tech,2,1,5,10.0,True,True,0.6606044,0.6937948,0.5460232,True,2.0,0
40500.0,True,False,False,False,1,156072.6,4130.1,Partner,Service,1.0,M,False,CL,Home,0.005002,15389,1165,249,4673,True,False,False,Accountants,3,3,6,16.0,True,True,0.63479906,0.56722873,0.6109913,True,1.0,0
24750.0,True,True,False,True,0,54391.5,2910.6,Alone,Govt Job,1.0,M,False,CL,Home,0.006207,14048,1973,7806,4451,True,False,False,Medicine,2,2,4,14.0,True,True,0.35864943,0.5867709,0.53348166,True,7.0,0
25200.0,False,True,False,True,0,76855.05,3398.4,Alone,Commercial,2.0,D,False,CL,Home,0.019689,15111,1335,2985,5632,True,False,False,Core,1,2,1,16.0,True,True,0.45958853,0.61362946,0.36394525,True,3.0,0
9900.0,False,False,True,True,1,29250.0,1462.5,Alone,Service,1.0,M,False,RL,Home,0.025164,13568,2388,3071,2707,True,False,True,Core,3,2,6,12.0,True,True,0.5468076,0.6435496,0.44539624,True,4.0,0
16650.0,False,True,True,False,1,14925.6,1566.9,Alone,Commercial,1.0,D,False,CL,Home,0.022625,17024,3287,6804,573,True,True,True,Secretaries,2,2,2,12.0,True,True,0.32013905,0.76121265,0.58674,True,6.0,0
11250.0,False,True,False,True,0,18000.0,900.0,Relative,Govt Job,2.0,M,False,RL,Home,0.025164,10856,2455,1597,412,True,False,False,Core,2,2,3,14.0,True,True,0.33978125,0.39700276,0.5585066,True,0.0,0
15750.0,True,False,True,True,1,106794.0,3135.6,Alone,Commercial,1.0,M,False,CL,Home,0.010643,12846,1129,6363,4167,True,False,False,Managers,3,2,3,15.0,True,True,0.3663894,0.5761117,0.7623356,True,1.0,0
29250.0,False,False,True,True,0,74720.25,4185.0,Alone,Govt Job,2.0,M,False,CL,Office,0.030755,22702,2262,1951,5146,True,False,False,Managers,2,2,1,9.0,True,True,0.7105092,0.60969746,0.000527265,True,3.0,0
22500.0,True,False,True,True,0,208512.0,6560.1,Partner,Commercial,2.0,M,False,CL,Home,0.072508,20033,1742,4797,3415,True,False,True,Accountants,2,1,4,16.0,True,True,0.8088627,0.72374636,0.27500036,True,2.0,0
33750.0,True,False,False,True,1,90000.0,4500.0,Relative,Service,2.0,M,False,RL,Home,0.018209,12036,283,428,3719,True,False,False,Managers,3,3,3,10.0,True,True,0.56311005,0.56817865,0.53527623,True,0.0,0
9000.0,False,False,False,False,1,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.020246,16589,345,8932,55,True,False,True,Laborers,3,3,5,11.0,True,True,0.19445468,0.4899496,0.6848277,True,0.0,1
13500.0,False,False,True,True,0,83538.0,3539.25,Alone,Commercial,1.0,S,False,CL,Home,0.072508,12378,108,4418,4618,True,False,True,Sales,1,1,4,15.0,True,True,0.14086981,0.52609897,0.5585066,True,1.0,0
15750.0,False,True,False,True,1,84308.85,4317.75,Alone,Service,1.0,M,False,CL,Home,0.010147,13805,1124,5366,6079,True,False,False,Sales,3,2,1,15.0,True,True,0.523847,0.17740232,0.157595,True,2.0,0
9900.0,False,True,True,False,0,9000.0,1017.9,Alone,Commercial,1.0,S,False,CL,Home,0.011703,9334,253,5202,2013,True,True,False,Security,1,2,6,16.0,True,True,0.2932699,0.6535477,0.12850438,True,5.0,0
19620.0,False,False,False,True,0,45000.0,2110.95,Alone,Service,1.0,M,False,CL,Home,0.028663,10527,1028,4296,416,True,False,False,Managers,2,2,6,12.0,True,True,0.339145,0.41863003,0.07647352,True,0.0,0
24750.0,False,False,True,True,1,83538.0,4032.0,Alone,Service,2.0,D,False,CL,Home,0.018634,12982,401,228,4874,True,False,False,Laborers,2,2,5,11.0,True,True,0.68292093,0.21488382,0.71949077,True,0.0,1
24750.0,False,False,False,True,0,202500.0,5355.0,Alone,Service,1.0,M,False,CL,Home,0.022625,16424,4989,5746,3419,True,False,True,Laborers,2,2,2,10.0,True,True,0.5406542,0.60389566,0.7281413,True,5.0,0
21600.0,False,False,True,False,0,20250.0,1612.8,Alone,Service,1.0,S,False,CL,Family,0.015221,9660,2750,4425,2329,True,False,False,Medicine,1,2,2,7.0,True,True,0.7365061,0.565091,0.12373532,True,3.0,1
20250.0,False,False,True,True,3,87415.2,4670.1,Alone,Service,2.0,M,False,CL,Home,0.010006,13176,2720,1675,3155,True,False,False,Core,5,1,4,13.0,True,True,0.7076975,0.7003149,0.5316861,True,2.0,0
11250.0,False,False,True,True,1,46394.1,1978.65,Alone,Service,1.0,M,False,CL,Home,0.028663,18249,9122,8336,1799,True,True,True,Core,3,2,1,15.0,True,True,0.6745172,0.62513524,0.36227724,True,1.0,0
13500.0,False,False,True,True,0,59256.0,2610.0,Alone,Service,2.0,M,False,CL,Home,0.019689,11494,2555,6002,4021,True,False,False,Security,2,2,4,7.0,True,True,0.25653553,0.5665146,0.57620883,True,1.0,0
13500.0,False,False,True,True,2,51856.2,2826.0,Alone,Govt Job,1.0,M,False,CL,Home,0.031329,12576,4382,12482,5083,True,False,False,Medicine,4,2,6,14.0,True,True,0.5578709,0.7108665,0.23143935,True,3.0,1
9000.0,False,False,False,True,0,31405.5,1616.4,Alone,Commercial,1.0,M,False,CL,Home,0.020713,18819,6210,9204,2370,True,False,False,Laborers,2,2,1,11.0,True,True,0.4663575,0.24715982,0.7713616,True,6.0,0
31500.0,False,False,False,True,1,88884.0,2950.65,Relative,Service,2.0,M,False,CL,Home,0.020713,15881,3206,2400,3359,True,False,False,Managers,3,2,2,6.0,True,True,0.65242404,0.5807508,0.78260785,True,1.0,0
54000.0,True,True,False,True,2,208512.0,7260.75,Alone,Commercial,2.0,M,False,CL,Home,0.032561,16595,3155,5697,142,True,False,True,Managers,4,1,0,14.0,True,True,0.7276418,0.6873983,0.41184855,True,2.0,0
22500.0,False,False,True,True,1,64076.4,2079.9,Relative,Service,2.0,M,False,CL,Home,0.018029,15974,3140,6920,4674,True,False,True,Accountants,3,3,0,11.0,True,True,0.7317443,0.52235204,0.47045612,True,3.0,0
30600.0,False,False,True,False,1,148323.16,5168.7,Relative,Commercial,2.0,M,False,CL,Rental,0.01885,15025,3135,3177,5187,True,False,False,Core,3,2,4,14.0,True,True,0.7690373,0.68780696,0.57620883,True,1.0,0
27000.0,True,False,False,True,1,67500.0,3127.95,Alone,Commercial,1.0,M,False,CL,Home,0.025164,15356,4899,3712,4984,True,False,False,Core,3,2,5,9.0,True,True,0.45332944,0.38362476,0.19862005,True,1.0,0
11250.0,True,True,False,True,0,25470.0,2025.0,Alone,Commercial,1.0,M,False,CL,Home,0.022625,19096,5929,5823,2416,True,True,False,Laborers,2,2,2,7.0,True,True,0.76818204,0.51687723,0.35895124,True,0.0,0
11250.0,True,True,False,True,1,67500.0,2690.1,Alone,Service,2.0,M,False,CL,Home,0.010966,15876,8813,5368,4484,True,True,False,Core,3,2,3,15.0,True,True,0.668504,0.5912863,0.77640986,True,1.0,0
22500.0,False,False,False,True,2,135450.0,3586.05,Alone,Service,2.0,M,False,CL,Home,0.010032,15574,1860,8160,4667,True,False,False,Managers,4,2,0,6.0,True,True,0.26217094,0.48739243,0.5424451,True,4.0,1
11250.0,False,False,False,True,2,79083.0,6261.3,Alone,Service,2.0,M,False,CL,Home,0.010966,10630,1031,4919,3290,True,False,False,Sales,4,2,2,12.0,True,True,0.10916898,0.5236995,0.6006575,True,0.0,1
11250.0,False,False,False,True,1,58904.55,2488.95,Alone,Service,1.0,M,False,CL,Home,0.009549,11105,1691,9554,2041,True,False,False,Laborers,3,2,3,9.0,True,True,0.34930292,0.16457435,0.31703177,True,2.0,0
27000.0,True,True,False,True,2,72000.0,4020.3,Alone,Service,2.0,M,False,CL,Home,0.010006,13679,6088,886,4501,True,True,False,Drivers,4,1,2,12.0,True,True,0.53994286,0.5698572,0.71803284,True,0.0,0
13500.0,False,False,False,False,0,135000.0,5571.45,Alone,Service,2.0,M,False,CL,Home,0.008625,12965,3275,1072,5650,True,False,False,Core,2,2,4,12.0,True,True,0.74454963,0.65022784,0.6848277,True,0.0,0
10800.0,False,False,False,False,1,37692.0,1826.1,Alone,Service,1.0,W,False,CL,Home,0.00712,12587,3626,5746,5183,True,False,False,Sales,2,2,0,13.0,True,True,0.48963997,0.62042964,0.52449644,True,5.0,0
15750.0,False,True,True,False,0,109602.0,5958.9,Alone,Service,1.0,M,False,CL,Municipal,0.020713,15869,1862,269,1199,True,False,False,Sales,2,1,1,8.0,True,True,0.71623677,0.4884797,0.52629495,True,2.0,0
58500.0,True,False,False,True,1,107820.0,3833.1,Alone,Govt Job,2.0,M,False,CL,Home,0.006629,14396,1934,846,4037,True,True,True,Accountants,3,2,1,8.0,True,True,0.6237797,0.74168533,0.6041126,True,0.0,0
13500.0,True,True,False,True,0,26955.0,2485.35,Alone,Govt Job,2.0,D,False,CL,Home,0.00702,10055,1108,1382,1241,True,False,True,Core,1,2,6,12.0,True,True,0.2718094,0.5515675,0.09081471,True,1.0,0
31500.0,False,True,False,False,1,246384.0,7483.05,Alone,Govt Job,2.0,S,False,CL,Home,0.009334,10095,1941,864,2649,True,False,False,Core,2,2,5,16.0,True,True,0.4407092,0.6477122,0.6109913,True,0.0,0
31500.0,True,True,False,True,0,113076.0,4018.95,Relative,Commercial,2.0,M,False,CL,Home,0.032561,15973,2824,1987,1987,True,False,False,Sales,2,1,0,14.0,True,True,0.24508134,0.6853553,0.5531647,True,2.0,0
9900.0,False,False,False,False,0,18000.0,900.0,Others,Service,2.0,S,False,RL,Home,0.0105,8447,595,3163,1112,True,False,False,Sales,1,3,1,14.0,True,True,0.18547328,0.36873424,0.15951954,True,4.0,0
15750.0,True,False,True,True,1,154602.0,4251.15,Alone,Service,2.0,M,False,CL,Home,0.00963,14785,4872,4264,4436,True,False,False,Managers,3,2,3,13.0,True,True,0.82663214,0.4785684,0.35069585,True,0.0,0
13500.0,False,True,False,True,0,33192.0,1707.75,Alone,Commercial,1.0,M,False,CL,Home,0.025164,15515,6826,5320,5323,True,False,False,Core,2,2,5,15.0,True,True,0.3223865,0.33729973,0.3539876,True,1.0,0
27000.0,False,False,True,True,0,49752.0,3943.8,Alone,Service,1.0,S,False,CL,Home,0.018801,9428,177,3582,2095,True,False,False,Laborers,1,2,3,13.0,True,True,0.08755185,0.45723522,0.27356467,True,3.0,0
13500.0,True,False,True,True,2,52128.0,4192.65,Kids,Service,1.0,M,False,CL,Municipal,0.018029,11032,3546,3308,3389,True,False,False,Laborers,4,2,6,5.0,True,True,0.38736197,0.20286076,0.57091653,True,1.0,0
6750.0,False,True,False,True,0,19076.4,1520.1,Alone,nan,2.0,S,False,CL,Home,0.025164,10270,127,1163,2925,True,False,False,Sales,1,2,2,12.0,True,True,0.3317224,0.2433348,0.42236966,True,6.0,1
13500.0,False,True,True,True,1,112500.0,3302.55,Relative,Service,1.0,M,False,CL,Home,0.028663,12639,496,309,1834,True,False,False,Sales,3,2,3,10.0,True,True,0.21668276,0.6400255,0.6380435,True,3.0,0
11700.0,False,True,True,True,1,137937.6,4045.95,Alone,Service,1.0,S,False,CL,Family,0.018634,13589,3790,7419,4391,True,False,False,Core,2,2,0,16.0,True,True,0.7599153,0.54632634,0.5620605,True,4.0,0
12600.0,True,False,True,True,0,38250.0,1912.5,Alone,Commercial,2.0,M,False,RL,Home,0.035792,9613,1076,4462,2294,True,False,False,Sales,2,2,1,10.0,True,True,0.4565757,0.6229497,0.35069585,True,3.0,0
15750.0,False,False,False,False,0,110798.1,3239.55,Relative,Service,2.0,M,False,CL,Home,0.00712,13632,5499,7669,4481,True,False,True,High skill tech,2,2,1,11.0,True,True,0.40119478,0.26531175,0.30010775,True,2.0,0
15750.0,False,False,True,False,0,112500.0,3289.5,Alone,Service,1.0,M,False,CL,Home,0.020713,18629,6940,7098,2057,True,True,False,Laborers,2,3,6,13.0,True,True,0.6716385,0.54402184,0.7091891,True,4.0,0
15750.0,False,False,True,True,0,90000.0,2644.65,Alone,Service,2.0,S,False,CL,Home,0.018209,16921,1377,1778,456,True,False,True,Managers,1,3,4,15.0,True,True,0.6483479,0.45788652,0.2636468,True,0.0,0
20250.0,False,True,False,True,0,14814.0,959.4,Alone,Service,1.0,M,False,CL,Home,0.02461,18780,2563,225,2312,True,False,False,Sales,2,2,3,15.0,True,True,0.6347048,0.52258664,0.67065173,True,4.0,0
20250.0,False,False,True,True,0,80865.0,2608.65,Alone,Service,2.0,M,False,CL,Home,0.02461,15923,669,5457,4305,True,False,False,Laborers,2,2,6,14.0,True,True,0.44649518,0.23102853,0.3825018,True,2.0,0
20250.0,False,True,True,True,0,109468.8,3945.15,Alone,Commercial,1.0,S,False,CL,Home,0.019689,16498,3166,4125,14,True,True,False,Laborers,1,2,4,14.0,True,True,0.5978122,0.4350148,0.23922628,True,4.0,0
13500.0,False,True,True,True,1,18000.0,900.0,Alone,Commercial,1.0,D,False,RL,Home,0.020713,10949,2511,5670,3554,True,True,True,Core,2,2,3,12.0,True,True,0.12724759,0.71934843,0.54423475,True,0.0,0
21600.0,False,False,True,True,1,35265.6,2799.0,Relative,Service,1.0,S,False,CL,Home,0.020713,9889,1504,1010,2559,True,False,False,Cooking,2,2,1,8.0,True,True,0.18038166,0.55347604,0.43473324,True,2.0,0
18000.0,True,True,True,True,0,54000.0,2700.0,Alone,Commercial,1.0,M,False,RL,Home,0.04622,18221,4512,2698,1542,True,False,False,High skill tech,2,1,5,15.0,True,True,0.6676709,0.78807366,0.6801388,True,0.0,0
11250.0,False,False,True,False,0,15750.0,1709.1,Alone,Commercial,2.0,S,False,CL,Family,0.008068,9899,615,4725,2563,True,True,True,High skill tech,1,3,3,11.0,True,True,0.20061675,0.012229571,0.34741822,True,0.0,0
58500.0,False,False,True,True,1,79840.8,6191.55,Alone,Commercial,2.0,M,False,CL,Home,0.032561,15246,3644,7632,3817,True,False,True,Managers,3,1,4,11.0,True,True,0.7271791,0.6528889,0.44896227,True,1.0,0
13500.0,False,True,False,True,0,27000.0,1258.65,Alone,Service,1.0,S,False,CL,Home,0.014464,10934,1152,5038,2806,True,False,False,Sales,1,2,2,9.0,True,True,0.31366384,0.3491939,0.53527623,True,6.0,1
16650.0,False,False,False,True,0,80865.0,2621.7,Alone,Service,1.0,M,False,CL,Home,0.0228,13698,4223,7689,4306,True,False,True,High skill tech,2,2,6,10.0,True,True,0.6718237,0.5492352,0.5971924,True,1.0,0
15750.0,True,False,False,False,0,33415.2,1705.95,Alone,Service,2.0,M,False,CL,Municipal,0.009549,17168,1717,6307,717,True,True,False,Laborers,2,2,5,9.0,True,True,0.3544556,0.3096102,0.6769925,True,1.0,0
4500.0,False,False,False,True,0,36000.0,1853.55,Alone,Service,1.0,M,False,CL,Home,0.005144,17405,5501,9838,932,True,True,True,Managers,2,2,2,11.0,True,True,0.6488012,0.47141933,0.4740513,True,1.0,0
31500.0,True,False,True,True,2,104614.2,3387.6,Alone,Service,1.0,M,False,CL,Home,0.016612,13733,2757,3340,3950,True,False,False,Laborers,4,2,3,11.0,True,True,0.52879876,0.5414169,0.58674,True,2.0,0
10350.0,True,True,True,False,0,5850.0,298.35,Alone,Service,2.0,M,False,CL,Home,0.018634,13725,2856,684,3965,True,False,False,Accountants,2,2,2,15.0,True,True,0.72317666,0.56996435,0.44183582,True,6.0,0
9450.0,False,False,False,True,1,31852.8,2330.55,Alone,Service,1.0,M,False,CL,Home,0.020713,15837,315,1450,4374,True,False,False,Cleaning,3,2,4,10.0,True,True,0.37986276,0.5844147,0.17456427,True,5.0,0
15750.0,False,False,False,True,0,90000.0,2631.6,Alone,Service,1.0,M,False,CL,Home,0.04622,14419,897,5135,4467,True,True,False,Accountants,2,1,6,10.0,True,True,0.5492423,0.73724926,0.6446794,True,0.0,0
20250.0,True,False,False,False,0,56890.8,2749.95,Relative,Service,1.0,M,False,CL,Home,0.00496,10059,1759,7543,2452,True,False,False,Laborers,2,2,6,11.0,True,True,0.3020659,0.068952605,0.4920601,True,1.0,0
15300.0,True,False,True,False,2,57148.65,3113.1,Alone,Service,1.0,M,False,CL,Home,0.0105,12328,2003,4106,4106,True,False,False,Laborers,4,3,1,12.0,True,True,0.26244804,0.6047637,0.2539628,True,0.0,0
21150.0,False,False,False,True,0,91224.0,3563.1,Alone,Service,2.0,M,False,CL,Home,0.008019,14104,6406,8037,4440,True,False,False,Laborers,2,2,3,15.0,True,True,0.7823669,0.539717,0.7062051,True,0.0,0
15750.0,False,False,True,True,0,24727.5,1982.25,Alone,Service,1.0,D,False,CL,Home,0.010643,14432,227,7240,5104,True,True,True,Drivers,1,2,4,11.0,True,True,0.39376226,0.4301787,0.7801436,True,3.0,0
20250.0,False,False,False,False,2,56412.45,3618.0,Others,Service,1.0,M,False,CL,Home,0.020713,14212,4321,4969,4939,True,False,False,Drivers,4,2,2,7.0,True,True,0.33512115,0.2505402,0.000527265,True,0.0,0
13500.0,False,False,True,True,0,63133.2,3538.35,Relative,Service,1.0,M,False,CL,Home,0.031329,15737,2901,784,1652,True,False,False,Laborers,2,2,4,12.0,True,True,0.48297125,0.6109144,0.50107515,True,1.0,0
20250.0,True,False,False,True,1,49049.55,2504.7,Alone,Commercial,1.0,M,False,CL,Municipal,0.04622,11000,219,4153,2666,True,False,False,Sales,3,1,4,11.0,True,True,0.31180763,0.70721686,0.5208976,True,2.0,0
15750.0,True,False,True,False,1,39150.0,2026.8,Alone,Commercial,2.0,M,False,CL,Home,0.026392,14209,7411,1195,4736,True,False,True,Core,3,2,5,17.0,True,True,0.80559176,0.39833316,0.33285058,True,1.0,0
18000.0,False,False,False,False,0,86256.0,2534.85,Alone,Service,1.0,M,False,CL,Home,0.032561,17966,2603,1413,1454,True,False,False,Managers,2,1,2,10.0,True,True,0.6238129,0.6873748,0.62799084,True,5.0,0
16650.0,False,False,True,True,0,67500.0,1986.75,Relative,Service,1.0,M,False,CL,Home,0.025164,16323,7795,8750,4443,True,False,False,Core,2,2,3,13.0,True,True,0.5448551,0.56633204,0.622922,True,0.0,0
8100.0,False,False,False,True,0,26368.65,2581.65,Alone,Service,1.0,M,False,CL,Home,0.020246,15014,3265,6378,4781,True,False,False,Laborers,2,3,2,7.0,True,True,0.6097151,0.16009633,0.37571102,True,4.0,0
17550.0,False,False,True,True,1,33750.0,1687.5,Alone,Govt Job,2.0,M,False,RL,Home,0.04622,7836,1215,4488,498,True,False,False,Accountants,3,1,4,13.0,True,True,0.4704228,0.40607765,0.34905526,True,0.0,0
13500.0,True,False,False,False,1,54504.0,1784.25,Alone,Service,2.0,M,False,CL,Family,0.02461,8459,1189,8422,1064,True,False,True,Drivers,3,2,2,19.0,True,True,0.24275993,0.6544532,0.63970757,True,0.0,0
27000.0,True,False,False,False,1,50940.0,4037.4,Relative,Govt Job,1.0,M,False,CL,Home,0.04622,15820,3631,575,4378,True,False,False,Core,3,1,5,14.0,True,True,0.739681,0.4211708,0.18303517,True,3.0,0
22500.0,False,False,False,True,2,180000.0,6269.85,Alone,Service,1.0,M,False,CL,Home,0.009549,15197,4379,1803,3988,True,False,False,Drivers,4,2,1,14.0,True,True,0.88227075,0.5844041,0.4382814,True,1.0,0
11250.0,False,False,True,False,1,49588.2,3181.95,Alone,Service,2.0,S,False,CL,Home,0.010643,12036,1368,3688,3478,True,False,False,Sales,2,2,4,12.0,True,True,0.36401635,0.59674966,0.5118918,True,3.0,0
13500.0,False,True,True,True,0,29250.0,1462.5,Alone,Govt Job,1.0,M,False,RL,Home,0.020246,18543,2876,5820,2085,True,False,True,Laborers,2,3,1,14.0,True,True,0.7902061,0.29451892,0.5118918,True,0.0,0
9900.0,True,False,True,False,2,22500.0,1566.0,Alone,Service,1.0,M,False,CL,Home,0.028663,14033,2620,2961,4162,True,True,False,Laborers,4,2,3,11.0,True,True,0.42675462,0.6983884,0.4650692,True,3.0,0
13500.0,True,True,True,True,0,17776.8,1148.85,Alone,Commercial,2.0,S,False,CL,Home,0.020713,10264,2268,5016,2945,True,False,False,Laborers,1,2,0,11.0,True,True,0.56620425,0.20229909,0.5118918,True,3.0,0
20250.0,False,True,False,False,0,34882.65,1095.3,Alone,Service,2.0,S,False,CL,Home,0.02461,13057,351,7187,1349,True,False,True,Core,1,2,5,19.0,True,True,0.765711,0.64761233,0.31859553,True,0.0,0
11250.0,False,False,False,True,0,106794.0,3135.6,Alone,Service,1.0,M,False,CL,Home,0.010966,9895,2827,786,1563,True,False,False,Drivers,2,2,3,10.0,True,True,0.42290565,0.6850959,0.1411151,True,4.0,0
15750.0,True,True,False,True,0,81000.0,4194.0,Alone,Commercial,2.0,M,False,CL,Home,0.04622,17866,1608,6132,1412,True,True,False,Laborers,2,1,2,17.0,True,True,0.8441977,0.7215637,0.7713616,True,1.0,0
45000.0,False,True,True,False,0,180000.0,6269.85,Alone,Commercial,2.0,M,False,CL,Home,0.020713,17721,5815,6329,1238,True,True,True,Accountants,2,3,0,11.0,True,True,0.8117108,0.56185836,0.35069585,True,2.0,0
20250.0,True,False,False,True,3,107820.0,3152.25,Alone,Govt Job,2.0,M,False,CL,Home,0.010966,13380,3234,4696,4197,True,False,False,Drivers,5,2,2,19.0,True,True,0.5388821,0.69686615,0.45789954,True,1.0,0
13500.0,False,True,False,False,2,149448.6,4122.45,Alone,Service,1.0,M,False,CL,Home,0.020246,11898,3776,1239,4223,True,True,False,Laborers,4,3,2,19.0,True,True,0.14580369,0.6372448,0.45074728,True,2.0,1
8100.0,False,True,False,False,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Municipal,0.010032,8299,648,4276,579,True,True,True,Sales,3,2,2,8.0,True,True,0.18903686,0.20490167,0.2580842,True,0.0,0
24750.0,False,False,False,True,0,63000.0,1854.9,Alone,Service,2.0,S,False,CL,Home,0.008019,19459,276,5351,3003,True,False,False,Core,1,2,1,13.0,True,True,0.7029299,0.54386455,0.52629495,True,3.0,0
11250.0,True,False,False,False,0,26955.0,1389.15,Alone,Service,1.0,D,False,CL,Home,0.008068,13859,1371,1075,4735,True,False,True,Sales,1,3,4,12.0,True,True,0.69430006,0.047808386,0.6006575,True,1.0,1
13500.0,False,False,False,False,0,33750.0,1687.5,Alone,Commercial,1.0,M,False,RL,Home,0.019689,14725,1895,8846,4418,True,False,False,Managers,2,2,3,11.0,True,True,0.7222839,0.61977535,0.78383243,True,0.0,0
45000.0,False,False,True,True,0,112950.0,2992.5,Alone,Commercial,1.0,M,False,CL,Home,0.028663,14844,3932,442,4320,True,False,True,Managers,2,2,5,18.0,True,True,0.8541848,0.65799034,0.11686727,True,0.0,0
24750.0,False,True,False,True,0,93830.4,3114.0,Alone,Service,2.0,D,False,CL,Home,0.018029,14049,1355,397,2454,True,False,False,Accountants,1,3,6,8.0,True,True,0.5496668,0.6206098,0.3996756,True,2.0,0
11250.0,False,False,False,True,0,4500.0,533.7,Alone,Service,1.0,D,False,CL,Home,0.020246,15812,360,9956,4608,True,False,False,Sales,1,3,3,9.0,True,True,0.6977021,0.75048774,0.8193177,True,4.0,0
24750.0,True,False,False,True,0,135450.0,5516.55,Alone,Service,2.0,M,False,CL,Home,0.006629,11091,389,3999,86,True,True,True,Sales,2,2,4,9.0,True,True,0.61972183,0.65207076,0.5406544,True,3.0,0
9000.0,False,False,False,True,1,26955.0,1836.45,Alone,Service,2.0,M,False,CL,Home,0.009549,10877,2233,3815,1298,True,False,False,Core,3,2,5,18.0,True,True,0.20223482,0.6475475,0.29109737,True,1.0,1
21600.0,False,True,False,True,0,119700.0,6696.9,Alone,Service,2.0,M,False,CL,Office,0.022625,12741,1207,6787,3531,True,True,True,High skill tech,2,2,0,10.0,True,True,0.6628798,0.672332,0.5744466,True,2.0,0
12150.0,False,False,False,True,0,27106.65,2498.85,Alone,Service,1.0,M,False,CL,Home,0.018634,16540,892,10105,63,True,False,False,Laborers,2,2,2,10.0,True,True,0.34152645,0.52826834,0.44717857,True,2.0,0
15750.0,True,False,False,True,0,58904.55,3616.65,Alone,nan,2.0,M,False,CL,Home,0.018634,11132,1078,8338,3667,True,False,False,Laborers,2,2,3,16.0,True,True,0.49300018,0.6550662,0.28371188,True,1.0,0
13500.0,False,True,True,False,0,67950.0,4559.4,Relative,Service,1.0,D,False,CL,Home,0.005144,16058,239,6105,4416,True,False,True,Laborers,1,2,3,20.0,True,True,0.54158264,0.63827544,0.5814837,True,0.0,0
9000.0,False,False,False,True,0,33300.0,1615.05,Relative,Service,1.0,M,False,CL,Home,0.015221,16654,1658,6105,205,True,False,False,Laborers,2,2,6,15.0,True,True,0.59373766,0.67553234,0.6041126,True,2.0,0
15750.0,False,False,True,True,0,79755.75,4466.25,Relative,Commercial,1.0,M,False,CL,Home,0.025164,18251,988,8398,1783,True,False,False,Managers,2,2,3,10.0,True,True,0.72622055,0.5036756,0.68638235,True,5.0,0
20250.0,False,False,True,False,0,27000.0,1028.25,Alone,Service,2.0,M,False,CL,Home,0.010006,14581,437,4911,4213,True,True,False,Core,2,2,1,16.0,True,True,0.6826605,0.6214333,0.6512602,True,2.0,0
20250.0,True,False,False,True,0,77968.8,3763.8,Alone,Service,1.0,S,False,CL,Home,0.019689,10016,1890,6871,2681,True,False,False,Laborers,1,2,2,14.0,True,True,0.17400414,0.5948591,0.2009261,True,0.0,0
31500.0,True,False,True,True,1,176211.0,4845.6,Alone,Commercial,2.0,M,False,CL,Home,0.072508,15952,2658,5812,4551,True,False,True,HR,3,1,5,14.0,True,True,0.71917385,0.7445448,0.3077367,True,3.0,0
13500.0,False,False,False,True,1,31410.0,1616.4,Alone,Service,2.0,D,False,CL,Home,0.018634,16501,1464,3680,41,True,False,False,High skill tech,2,2,3,13.0,True,True,0.682762,0.6237917,0.62461466,True,0.0,0
10350.0,True,False,True,True,1,80865.0,2983.95,Alone,Service,2.0,M,False,CL,Home,0.018029,11482,857,1079,1974,True,False,False,Sales,3,3,3,8.0,True,True,0.350614,0.6086614,0.6479769,True,1.0,0
11250.0,False,True,True,True,0,50992.2,3049.2,Alone,Service,2.0,M,False,CL,Home,0.010032,9200,127,3866,1436,True,False,False,Sales,2,2,3,11.0,True,True,0.35938987,0.52677494,0.7062051,True,1.0,0
12150.0,False,True,True,True,1,54504.0,2664.0,Alone,Service,1.0,M,False,CL,Home,0.031329,9532,1476,4356,1305,True,False,False,Core,3,2,4,14.0,True,True,0.21688387,0.670547,0.12610056,True,2.0,0
9000.0,True,False,False,True,2,56805.75,2745.9,Alone,Service,1.0,M,False,CL,Home,0.009175,15450,1310,7043,4526,True,False,True,Laborers,4,2,6,11.0,True,True,0.7149685,0.7274038,0.38079968,True,0.0,0
45000.0,True,False,False,False,0,67950.0,2191.95,Others,Commercial,2.0,M,False,CL,Home,0.011657,11449,1311,4556,3779,True,True,True,Managers,2,1,1,13.0,True,True,0.64923817,0.70124114,0.63303167,True,0.0,0
18000.0,False,False,False,True,1,76050.0,2223.45,Alone,Commercial,2.0,S,False,CL,Home,0.026392,14464,3493,2749,2055,True,False,False,Accountants,2,2,2,17.0,True,True,0.52473325,0.683485,0.42061096,True,3.0,0
15975.0,False,True,True,False,1,107624.7,4099.05,Alone,Commercial,2.0,M,False,CL,Home,0.011657,9167,317,9125,1652,True,True,True,Core,3,1,2,11.0,True,True,0.40335637,0.642189,0.42061096,True,0.0,0
27000.0,False,False,True,True,0,101649.6,3372.3,Alone,Commercial,1.0,M,False,CL,Home,0.016612,18566,1623,5159,2100,True,False,False,Laborers,2,2,1,11.0,True,True,0.8652438,0.5053046,0.52449644,True,2.0,0
13500.0,False,True,False,False,0,52649.1,2700.9,Relative,Service,2.0,M,False,CL,Home,0.030755,12789,2807,3536,2022,True,True,False,Core,2,2,3,18.0,True,True,0.13181496,0.61905366,0.42413032,True,2.0,0
27000.0,True,False,False,True,0,67500.0,3375.0,Partner,Govt Job,2.0,M,False,RL,Home,0.009334,17141,8371,3947,690,True,False,False,Core,2,2,2,11.0,True,True,0.56264895,0.6603583,0.5316861,True,1.0,0
15750.0,True,False,True,True,0,80130.6,4487.4,Alone,Service,1.0,M,False,CL,Home,0.019101,20240,3440,2845,3538,True,False,False,Laborers,2,2,5,16.0,True,True,0.64059496,0.6451232,0.7281413,True,1.0,0
13500.0,False,False,False,True,0,25128.0,1077.3,Alone,Service,1.0,M,False,CL,Home,0.00823,13630,5891,5585,4175,True,False,False,Laborers,2,2,1,18.0,True,True,0.44227418,0.4806915,0.34252888,True,1.0,0
11250.0,True,True,False,False,0,67950.0,2891.7,Alone,Service,2.0,M,False,CL,Home,0.025164,13458,1206,2811,5492,True,True,False,Managers,2,2,5,16.0,True,True,0.65836334,0.43010366,0.4650692,True,7.0,0
35100.0,True,False,False,True,0,155179.8,4550.4,Alone,Commercial,1.0,M,False,CL,Home,0.072508,12527,1031,4748,3906,True,False,True,Sales,2,1,5,11.0,True,True,0.36847475,0.6901967,0.36061257,True,7.0,0
20250.0,False,True,True,False,0,55380.6,2827.35,Relative,Service,2.0,D,False,CL,Home,0.015221,11256,1067,5311,3864,True,False,True,Laborers,1,2,2,10.0,True,True,0.13603681,0.47933787,0.6479769,True,0.0,0
11250.0,False,False,True,True,2,28887.3,1417.95,Alone,Service,1.0,D,False,CL,Home,0.00712,11627,1097,5106,4309,True,False,False,Laborers,3,2,0,9.0,True,True,0.43641064,0.1953538,0.3740208,True,2.0,0
54000.0,False,False,True,True,0,118737.0,11286.9,Alone,Commercial,2.0,S,False,CL,Home,0.019689,17810,2036,2226,1344,True,False,False,Private service,1,2,2,11.0,True,True,0.78890914,0.70359516,0.785052,True,1.0,0
18000.0,False,True,True,True,1,48564.0,4167.45,Alone,Commercial,1.0,M,False,CL,Home,0.072508,11623,548,5784,3900,True,True,True,Laborers,3,1,6,16.0,True,True,0.23105623,0.692404,0.8160924,True,0.0,0
27000.0,True,True,False,True,0,122301.0,5194.8,Alone,Govt Job,2.0,M,False,CL,Home,0.025164,15619,1055,9760,5264,True,False,True,High skill tech,2,2,1,11.0,True,True,0.75635266,0.689434,0.6722429,True,4.0,0
20250.0,True,True,False,True,1,135000.0,3574.35,Alone,nan,1.0,M,False,CL,Home,0.030755,14482,2110,6967,4067,True,False,False,Security,3,2,4,11.0,True,True,0.56890965,0.7263532,0.6848277,True,3.0,0
13500.0,True,True,True,False,0,13500.0,1294.65,Alone,Commercial,1.0,M,False,CL,Family,0.018801,13808,1233,2424,4577,True,True,True,Laborers,2,2,3,14.0,True,True,0.37372088,0.6064768,0.735221,True,5.0,0
29250.0,False,False,False,False,0,55098.0,4365.9,Alone,Service,1.0,D,False,CL,Municipal,0.001276,10360,3210,116,1006,True,False,False,Managers,1,2,1,4.0,True,True,0.31763357,0.37245265,0.5954562,True,4.0,1
27000.0,True,False,False,True,1,149448.6,4833.9,Alone,Govt Job,2.0,D,False,CL,Home,0.003818,12747,1720,6648,5226,True,False,False,Core,2,2,3,8.0,True,True,0.63256866,0.69915706,0.48845518,True,0.0,0
10800.0,False,True,True,False,0,45000.0,2188.8,Alone,Service,1.0,M,False,CL,Municipal,0.011657,14452,1585,8216,3193,True,True,False,Medicine,2,1,1,19.0,True,True,0.5051472,0.5552102,0.7366227,True,1.0,0
20250.0,True,False,True,False,2,59977.8,3075.3,Alone,Service,1.0,M,False,CL,Office,0.006852,11972,599,2809,3922,True,False,False,Security,4,3,4,14.0,True,True,0.25056985,0.2963852,0.6195277,True,2.0,0
18000.0,True,False,False,True,0,175500.0,4642.65,Relative,Service,2.0,M,False,CL,Home,0.020246,12283,1277,3700,4864,True,False,False,Accountants,2,3,1,15.0,True,True,0.78074604,0.5041074,0.81061804,True,0.0,0
20250.0,True,False,False,True,0,53414.1,2489.85,Alone,Service,2.0,S,False,CL,Home,0.025164,8861,1778,1728,1541,True,True,False,Laborers,1,2,4,12.0,True,True,0.12513253,0.5187609,0.23143935,True,2.0,0
18000.0,False,False,False,True,1,34128.0,2709.45,Alone,Service,1.0,M,False,CL,Home,0.007305,13601,655,3029,3117,True,False,False,Sales,3,3,3,8.0,True,True,0.16803814,0.46307474,0.1110424,True,3.0,1
20250.0,True,True,True,False,0,154602.0,4264.2,Alone,Govt Job,1.0,M,False,CL,Municipal,0.072508,14131,4554,8124,1785,True,False,True,Medicine,2,1,1,10.0,True,True,0.6008136,0.44661957,0.48665315,True,0.0,0
7650.0,False,True,False,False,0,29851.2,2007.9,Alone,Govt Job,1.0,M,False,CL,Home,0.009549,13825,5131,3649,4094,True,False,False,Managers,2,2,4,15.0,True,True,0.6319171,0.64853007,0.37064964,True,0.0,0
28350.0,True,False,True,True,0,25470.0,2583.45,Alone,Service,1.0,M,False,CL,Home,0.031329,21495,1945,9198,4809,True,False,False,High skill tech,2,2,3,9.0,True,True,0.7267106,0.799062,0.7688076,True,1.0,0
17325.0,False,False,True,False,3,82482.3,2424.6,Alone,Service,1.0,M,False,CL,Home,0.00702,10452,707,749,2869,True,False,False,Sales,5,2,2,10.0,True,True,0.34298107,0.57748353,0.21035023,True,9.0,0
13500.0,False,True,False,True,1,31410.0,1716.75,Alone,Service,1.0,S,False,CL,Home,0.008625,13947,4520,6439,4605,True,False,False,Laborers,2,2,1,13.0,True,True,0.33625263,0.6617743,0.81391746,True,0.0,0
11250.0,False,True,False,False,0,29250.0,1462.5,Alone,Service,1.0,S,False,RL,Family,0.010032,11376,1074,5249,3882,True,False,False,Laborers,1,2,0,9.0,True,True,0.15597741,0.6047375,0.7813782,True,2.0,0
15750.0,True,False,True,True,2,61261.2,2851.65,Kids,Commercial,2.0,D,False,CL,Home,0.020246,14079,3085,1844,4926,True,False,False,Managers,3,3,0,11.0,True,True,0.52972376,0.31597924,0.47225335,True,3.0,0
8100.0,False,True,False,True,1,90000.0,2644.65,Relative,Service,1.0,M,False,CL,Home,0.009334,14695,403,675,4180,True,False,False,Sales,3,2,5,13.0,True,True,0.6941443,0.73919314,0.7295667,True,0.0,0
20250.0,False,True,True,False,1,54000.0,5463.0,Alone,Service,2.0,D,False,CL,Home,0.010006,12330,251,1898,4695,True,False,False,Sales,2,2,6,12.0,True,True,0.4288167,0.5680391,0.7281413,True,1.0,0
15750.0,False,True,False,True,0,45000.0,2719.35,Alone,Commercial,1.0,M,False,CL,Family,0.01885,9480,2829,4187,1237,True,False,False,Laborers,2,2,3,14.0,True,True,0.2721472,0.64346933,0.094451696,True,4.0,0
11250.0,False,False,False,True,2,80865.0,2621.7,Alone,Service,2.0,M,False,CL,Home,0.022625,12345,2875,3954,4241,True,False,False,Laborers,4,2,1,10.0,True,True,0.5797188,0.7276942,0.75440615,True,2.0,0
18000.0,False,False,True,False,0,45000.0,2250.0,Alone,Commercial,2.0,S,False,RL,Home,0.072508,13073,2222,7182,4462,True,False,True,IT,1,1,2,11.0,True,True,0.67677593,0.73572564,0.5620605,True,0.0,0
22500.0,True,False,True,False,0,94230.0,2604.15,Alone,Service,1.0,W,False,CL,Home,0.010032,16257,2741,1350,4500,True,False,False,Laborers,1,2,5,11.0,True,True,0.33585817,0.3598621,0.29109737,True,5.0,1
11250.0,False,True,False,True,1,52128.0,3163.05,Alone,Service,2.0,M,False,CL,Office,0.014464,10444,1952,851,1343,True,False,False,Core,3,2,1,5.0,True,True,0.4860908,0.50795555,0.23143935,True,3.0,0
16650.0,False,True,True,True,0,81000.0,5435.1,Alone,Commercial,2.0,M,False,CL,Home,0.030755,15517,1872,3179,5160,True,False,True,Managers,2,2,3,14.0,True,True,0.5708554,0.6187751,0.8016009,True,2.0,0
27000.0,False,True,False,True,0,45000.0,2297.7,Alone,Service,2.0,M,False,CL,Home,0.010556,13533,2118,4444,4613,True,False,True,Accountants,2,3,2,9.0,True,True,0.13785256,0.20056495,0.6528965,True,1.0,0
11250.0,False,False,True,True,0,18000.0,900.0,Alone,Commercial,2.0,S,False,RL,Family,0.014464,14193,3635,8100,4525,True,False,False,Core,1,2,5,4.0,True,True,0.6478217,0.57576454,0.29558265,True,0.0,0
15750.0,False,False,False,True,0,40500.0,2025.0,Alone,Commercial,1.0,S,False,RL,Home,0.019101,17236,7182,11244,783,True,False,True,Sales,1,2,4,12.0,True,True,0.74851704,0.7540495,0.5549468,True,3.0,0
11250.0,False,False,True,True,1,11716.2,1255.95,Relative,Service,1.0,M,False,CL,Home,0.02461,12129,154,4371,4371,True,False,False,Laborers,3,2,6,10.0,True,True,0.5696076,0.47814822,0.8555236,True,3.0,0
22500.0,False,False,False,True,0,135000.0,4355.1,Alone,Commercial,1.0,S,False,CL,Municipal,0.026392,14379,136,742,4002,True,False,False,Sales,1,2,3,13.0,True,True,0.33501872,0.68071103,0.17770407,True,0.0,0
18000.0,False,False,False,True,1,28440.0,1913.4,Alone,Commercial,1.0,S,False,CL,Home,0.0228,11260,527,532,3639,True,False,False,Sales,2,2,3,10.0,True,True,0.7366022,0.22952464,0.36061257,True,0.0,0
27000.0,False,False,False,True,0,158086.34,4347.0,Alone,Service,1.0,M,False,CL,Home,0.028663,13884,5591,728,3989,True,True,True,High skill tech,2,2,4,10.0,True,True,0.8494261,0.28589788,0.3409064,True,0.0,0
8100.0,False,False,False,True,0,9000.0,769.95,Alone,Service,1.0,M,False,CL,Home,0.018209,10138,1297,4720,2796,True,False,True,Sales,2,3,0,13.0,True,True,0.24592458,0.47459725,0.37064964,True,5.0,0
14400.0,False,True,False,True,0,41400.0,2813.4,Alone,Service,1.0,S,False,CL,Home,0.026392,8442,523,3328,1110,True,False,True,Core,1,2,6,11.0,True,True,0.3346742,0.6039009,0.58499,True,0.0,0
18000.0,False,False,True,True,0,22500.0,1777.5,Alone,Service,1.0,M,False,CL,Home,0.018634,12369,1475,1478,4095,True,False,True,Cleaning,2,2,3,17.0,True,True,0.39349642,0.22452845,0.070108846,True,1.0,0
11250.0,False,False,False,False,1,26955.0,1261.8,Partner,Service,1.0,M,False,CL,Home,0.008625,13995,824,55,4577,True,False,False,Core,3,2,1,13.0,True,True,0.6791247,0.23446096,0.5388627,True,1.0,0
13500.0,False,False,True,False,0,45000.0,2454.3,Alone,Govt Job,2.0,M,False,CL,Home,0.018029,18443,267,6917,1948,True,False,True,Secretaries,2,3,4,12.0,True,True,0.6974373,0.44768453,0.31236538,True,3.0,0
9900.0,True,True,True,True,0,26955.0,2485.35,Kids,Service,1.0,M,False,CL,Home,0.018029,17913,3517,6554,1449,True,False,False,Cooking,2,2,5,12.0,True,True,0.5609494,0.6708175,0.74079907,True,0.0,0
22500.0,True,False,False,True,0,103468.05,3432.6,Alone,Commercial,2.0,M,False,CL,Home,0.031329,11610,1031,2831,2348,True,False,False,Accountants,2,2,5,16.0,True,True,0.6429178,0.6766816,0.47764915,True,0.0,1
45000.0,True,False,False,True,0,85500.0,4275.0,Alone,Commercial,2.0,W,False,RL,Home,0.04622,21136,3389,4269,2918,True,False,True,Managers,1,1,1,11.0,True,True,0.67841154,0.60054314,0.33445412,True,3.0,0
67500.0,False,False,True,True,1,156905.1,4939.65,Alone,Service,2.0,D,False,CL,Home,0.072508,16567,1544,956,111,True,False,True,Managers,2,1,1,18.0,True,True,0.8876081,0.71920276,0.6380435,True,3.0,0
10350.0,True,False,True,False,1,49752.0,3943.8,Alone,Commercial,2.0,M,False,CL,Home,0.006852,15539,1736,1853,2847,True,False,False,Laborers,3,3,2,9.0,True,True,0.32357135,0.45802224,0.67065173,True,3.0,0
22500.0,False,False,False,False,3,84078.0,3575.25,Alone,Service,1.0,D,False,CL,Home,0.020713,15909,3808,6056,1523,True,False,False,Laborers,4,1,3,13.0,True,True,0.46422207,0.25351644,0.50287825,True,5.0,0
13500.0,False,True,False,True,0,78192.0,4254.75,Alone,Service,1.0,S,False,CL,Home,0.009175,10435,2830,5005,3100,True,False,False,High skill tech,1,2,2,16.0,True,True,0.53200006,0.72532624,0.7091891,True,0.0,0
15750.0,True,True,False,True,0,29650.5,2557.8,Alone,Commercial,1.0,M,False,CL,Home,0.019101,20486,3686,3091,3784,True,False,False,Laborers,2,2,6,13.0,True,True,0.7517016,0.6110548,0.7463002,True,2.0,0
20250.0,False,False,True,True,1,79929.9,3533.85,Alone,Commercial,2.0,M,False,CL,Home,0.008068,15978,1110,4489,5610,True,False,False,High skill tech,3,3,4,13.0,True,True,0.7910109,0.18505922,0.71803284,True,2.0,0
27000.0,False,False,False,True,0,55098.0,3534.3,Alone,Commercial,2.0,S,False,CL,Home,0.032561,21734,919,4381,5194,True,False,False,Secretaries,1,1,3,18.0,True,True,0.77334374,0.6370729,0.57796913,True,3.0,0
31500.0,True,False,False,True,0,66028.95,5306.85,Alone,Service,2.0,M,False,CL,Home,0.010032,11422,1460,355,3254,True,False,False,Managers,2,2,2,6.0,True,True,0.8158791,0.51182455,0.68326885,True,3.0,0
9000.0,False,False,True,True,0,13500.0,675.0,Alone,Service,1.0,S,False,RL,Family,0.0228,7974,192,2917,650,True,False,False,High skill tech,1,2,3,15.0,True,True,0.32927167,0.60359746,0.50287825,True,1.0,0
31500.0,True,False,True,True,1,29628.0,1512.45,Alone,Commercial,2.0,M,False,CL,Home,0.072508,11219,513,5397,3557,True,False,False,High skill tech,3,1,2,19.0,True,True,0.61246717,0.64692837,0.5884878,True,0.0,0
29250.0,True,False,True,True,2,83538.0,3883.95,Alone,Commercial,1.0,M,False,CL,Home,0.007274,11338,886,678,1328,True,False,False,Sales,4,2,3,12.0,True,True,0.6935829,0.5951226,0.5424451,True,0.0,0
11250.0,True,True,True,False,0,48149.55,3424.05,Alone,Commercial,1.0,M,False,CL,Municipal,0.04622,15987,9097,7889,4679,True,False,False,Laborers,2,1,3,17.0,True,True,0.8765479,0.6767103,0.6212263,True,1.0,0
15750.0,True,False,True,True,1,43603.2,2045.7,Alone,Commercial,1.0,M,False,CL,Home,0.02461,14569,582,6930,3844,True,False,True,Drivers,3,2,3,10.0,True,True,0.61743814,0.69070613,0.17876047,True,3.0,0
18000.0,False,False,False,True,0,91224.0,3289.5,Alone,Service,2.0,S,False,CL,Home,0.032561,19309,1377,3792,2831,True,False,True,Managers,1,1,0,11.0,True,True,0.8142495,0.8076523,0.5549468,True,0.0,0
12150.0,False,False,False,True,2,17064.0,643.05,Alone,Service,2.0,M,False,CL,Home,0.018029,12498,1974,7474,1511,True,True,True,Laborers,4,2,1,11.0,True,True,0.39414427,0.61089367,0.17770407,True,5.0,0
13500.0,True,True,True,False,1,18000.0,900.0,Others,Service,1.0,M,False,RL,Municipal,0.04622,12625,125,6775,4420,True,False,False,Drivers,3,1,1,18.0,True,True,0.5330475,0.5523462,0.8658959,True,1.0,0
13500.0,False,False,False,True,1,24161.85,2614.95,Alone,Service,2.0,M,False,CL,Home,0.006629,9426,1366,2918,100,True,False,False,Core,3,2,3,8.0,True,True,0.2460541,0.69831467,0.2608559,True,0.0,0
24750.0,True,True,False,False,0,64008.0,2997.0,Alone,Commercial,2.0,M,False,CL,Home,0.010032,12561,764,6652,4040,True,False,False,Sales,2,2,4,9.0,True,True,0.5080505,0.5366245,0.58674,True,3.0,0
22500.0,False,True,False,True,1,193657.95,6744.6,Alone,Service,1.0,M,False,CL,Home,0.025164,10587,1352,191,919,True,False,False,Accountants,3,2,6,14.0,True,True,0.40431616,0.6288329,0.5549468,True,0.0,0
15750.0,True,False,False,True,1,29650.5,2307.6,Alone,Commercial,2.0,M,False,CL,Home,0.02461,9476,236,4314,2161,True,False,False,Sales,3,2,6,12.0,True,True,0.23814285,0.6806302,0.3740208,True,3.0,0
9450.0,True,True,False,False,2,76022.55,3015.0,Alone,Govt Job,2.0,M,False,CL,Home,0.025164,10553,866,2977,3247,True,True,True,Accountants,4,2,4,17.0,True,True,0.5305076,0.7070946,0.7636399,True,0.0,0
14400.0,False,True,True,True,0,54625.95,5009.85,Alone,Service,1.0,M,False,CL,Home,0.072508,10381,112,5173,2819,True,False,True,Cooking,2,1,4,16.0,True,True,0.12618431,0.56299925,0.34905526,True,0.0,0
18900.0,True,False,False,True,0,74934.9,2430.45,Relative,Govt Job,1.0,M,False,CL,Home,0.020713,18210,10579,3609,1746,True,False,False,Medicine,2,2,2,7.0,True,True,0.76035047,0.5080321,0.69409263,True,1.0,0
17100.0,False,False,False,True,0,11033.1,1322.1,Alone,Commercial,1.0,D,False,CL,Home,0.010276,20675,3758,11535,4032,True,True,False,Laborers,1,2,3,11.0,True,True,0.7182786,0.71936613,0.050979335,True,5.0,1
31500.0,False,False,True,False,0,54504.0,2540.7,Relative,Service,1.0,M,False,CL,Home,0.015221,17329,7512,5173,851,True,False,False,High skill tech,2,2,2,11.0,True,True,0.6554746,0.6412992,0.367291,True,2.0,0
15750.0,False,False,False,True,0,27000.0,1350.0,Alone,Commercial,1.0,S,False,RL,Home,0.072508,8203,831,8158,799,True,False,True,Sales,1,1,5,18.0,True,True,0.30510092,0.526655,0.5814837,True,0.0,0
8100.0,True,False,True,True,0,63448.2,1757.7,Alone,Service,1.0,M,False,CL,Home,0.008575,16883,970,1084,407,True,False,True,Sales,2,2,4,12.0,True,True,0.5135085,0.65260637,0.6161217,True,0.0,0
23400.0,True,True,True,True,0,157500.0,4618.35,Alone,Commercial,1.0,M,False,CL,Home,0.026392,14912,1680,4734,4599,True,False,False,Realty agents,2,2,1,16.0,True,True,0.7436727,0.6907435,0.52629495,True,2.0,0
22500.0,True,False,True,True,3,112500.0,3642.3,Relative,Service,1.0,M,False,CL,Home,0.028663,17035,186,380,583,True,False,False,Laborers,5,2,6,10.0,True,True,0.78141415,0.65291864,0.52449644,True,2.0,0
40500.0,False,False,False,True,0,145104.75,5988.15,Alone,Commercial,1.0,M,False,CL,Home,0.04622,12364,1575,6407,3471,True,False,False,Private service,2,1,3,9.0,True,True,0.49076658,0.6124986,0.50287825,True,2.0,0
15750.0,True,True,False,True,0,102429.0,3007.8,Relative,Service,1.0,M,False,CL,Home,0.010006,13405,1580,3020,4012,True,False,False,Security,2,1,5,10.0,True,True,0.18086308,0.589901,0.5814837,True,7.0,0
18000.0,True,False,False,True,0,45000.0,3007.35,Alone,Service,1.0,S,False,CL,Home,0.003813,8743,1213,8718,1387,True,True,True,Laborers,1,2,5,12.0,True,True,0.13118702,0.057558317,0.31081825,True,1.0,1
27000.0,True,False,True,True,2,112500.0,4766.4,Alone,Service,1.0,M,False,CL,Home,0.02461,13073,513,1437,958,True,False,True,Core,4,2,4,14.0,True,True,0.23193058,0.5108137,0.10211879,True,3.0,0
10350.0,False,False,True,True,0,15999.3,1035.45,Alone,Commercial,1.0,W,False,CL,Home,0.00702,18284,316,5875,1826,True,False,False,Sales,1,2,1,17.0,True,True,0.66276723,0.510617,0.45432106,True,5.0,0
20250.0,True,True,True,True,2,79755.75,2648.7,Alone,Service,2.0,M,False,CL,Home,0.018634,12436,163,1636,2261,True,False,False,Drivers,4,2,1,16.0,True,True,0.25515887,0.46218318,0.52809274,True,1.0,0
13500.0,False,True,True,False,0,40500.0,2636.55,Alone,Service,1.0,S,False,CL,Family,0.018634,11760,311,4757,904,True,False,True,Laborers,1,2,4,11.0,True,True,0.28599182,0.03630888,0.026359687,True,2.0,0
13500.0,False,True,False,False,0,57340.8,3214.8,Alone,Commercial,1.0,M,False,CL,Home,0.019689,18806,3505,8416,2346,True,False,True,Sales,2,2,4,14.0,True,True,0.7301484,0.5803568,0.42413032,True,0.0,0
9900.0,False,True,False,True,1,18000.0,900.0,Alone,Commercial,1.0,M,False,RL,Home,0.016612,8794,893,834,821,True,False,True,Sales,3,2,6,18.0,True,True,0.3578081,0.49366608,0.5064842,True,0.0,0
22500.0,False,True,False,True,2,60147.0,3083.85,Alone,Service,1.0,M,False,CL,Home,0.020713,14564,1728,1849,4817,True,False,False,Sales,4,2,6,7.0,True,True,0.66974086,0.47026432,0.24719094,True,2.0,0
15750.0,True,False,True,True,1,37607.85,1766.25,Kids,Service,1.0,M,False,CL,Home,0.014464,15124,284,3631,2500,True,False,False,Laborers,3,2,2,9.0,True,True,0.5231943,0.1286943,0.78260785,True,1.0,0
20250.0,True,True,False,True,2,53870.4,2385.9,Alone,Service,2.0,M,False,CL,Home,0.025164,19330,241,245,2837,True,False,False,Realty agents,4,2,3,11.0,True,True,0.570654,0.3235179,0.508287,True,2.0,0
22500.0,False,False,True,False,1,67500.0,2348.1,Alone,Govt Job,2.0,M,False,CL,Home,0.026392,21616,1455,2090,4717,True,False,False,Core,3,2,2,17.0,True,True,0.66219604,0.6701846,0.6463299,True,0.0,0
13500.0,False,False,False,True,0,35204.4,1277.55,Alone,Service,1.0,M,False,CL,Home,0.006852,16640,2633,1048,169,True,False,False,Core,2,3,2,12.0,True,True,0.6719854,0.4674761,0.5549468,True,5.0,0
11250.0,False,True,False,True,0,59301.0,1746.9,Alone,Service,1.0,M,False,CL,Home,0.025164,18011,8682,7194,1563,True,False,False,Laborers,2,2,0,17.0,True,True,0.5771322,0.6572715,0.71803284,True,0.0,0
20250.0,True,False,False,True,0,58500.0,2925.0,Alone,Service,2.0,M,False,RL,Home,0.02461,22147,5939,4784,4782,True,False,True,Laborers,2,2,5,17.0,True,True,0.73570764,0.6620924,0.4758499,True,0.0,0
20250.0,False,False,True,True,0,17790.3,921.15,Relative,Commercial,2.0,M,False,CL,Home,0.00496,15590,3194,3632,1532,True,False,True,Core,2,2,1,13.0,True,True,0.49604723,0.64930224,0.51729655,True,2.0,0
10350.0,False,False,False,False,0,23985.0,2518.65,Alone,nan,1.0,M,False,CL,Home,0.019101,9939,738,3800,2620,True,True,False,Secretaries,2,2,1,16.0,True,True,0.27753982,0.62593436,0.5118918,True,1.0,0
20250.0,False,False,True,True,1,25470.0,2755.8,Partner,Govt Job,1.0,M,False,CL,Home,0.04622,9980,1170,474,353,True,True,False,Medicine,3,1,0,15.0,True,True,0.27109617,0.629797,0.14375806,True,1.0,0
13500.0,True,False,True,True,0,90000.0,2644.65,Alone,Service,1.0,S,False,CL,Home,0.028663,19533,1429,4380,3074,True,False,False,Laborers,1,2,6,10.0,True,True,0.32208148,0.70702666,0.71949077,True,1.0,0
13050.0,False,False,True,True,0,24750.0,1237.5,Relative,Service,1.0,W,False,RL,Home,0.026392,20469,13851,346,3518,True,False,True,High skill tech,1,2,6,16.0,True,True,0.5015453,0.64087147,0.63970757,True,3.0,0
13500.0,True,False,False,False,1,122301.0,4850.1,Alone,Govt Job,2.0,M,False,CL,Home,0.022625,14886,3692,4416,4623,True,True,True,Managers,3,2,6,14.0,True,True,0.79435486,0.7736834,0.6561584,True,0.0,0
13500.0,True,False,False,True,0,27000.0,1350.0,Alone,Commercial,1.0,S,False,RL,Home,0.035792,8146,224,1074,648,True,False,False,Sales,1,2,6,13.0,True,True,0.24306555,0.5007782,0.0828147,True,1.0,0
9000.0,True,True,False,True,2,50849.55,2029.5,Alone,Govt Job,1.0,M,False,CL,Home,0.032561,12931,3744,7034,1888,True,False,False,Core,4,1,2,13.0,True,True,0.169996,0.4195883,0.6817059,True,0.0,0
20250.0,True,True,False,True,0,164375.55,4819.05,Alone,Service,2.0,M,False,CL,Home,0.022625,14771,1021,1295,1827,True,False,False,Managers,2,2,2,10.0,True,True,0.4249694,0.588223,0.5884878,True,2.0,0
9000.0,False,True,False,True,1,108221.4,3504.15,Alone,Govt Job,1.0,M,False,CL,Home,0.020246,14731,6275,3914,4668,True,False,False,Medicine,3,3,4,9.0,True,True,0.40349892,0.35282537,0.6127042,True,1.0,0
7650.0,False,True,False,True,1,15750.0,1249.65,Relative,Service,2.0,M,False,CL,Home,0.020246,12568,2378,4272,4195,True,True,True,Managers,3,3,4,14.0,True,True,0.4210191,0.48696628,0.4650692,True,1.0,0
28350.0,True,True,False,False,1,83538.0,3692.7,Partner,Commercial,2.0,M,False,CL,Municipal,0.032561,14257,6060,236,4548,True,False,True,High skill tech,3,1,1,13.0,True,True,0.5985091,0.74253494,0.44717857,True,0.0,0
6750.0,True,False,False,True,1,18000.0,900.0,Alone,Commercial,1.0,M,False,RL,Home,0.008068,11010,641,568,958,True,False,False,Cooking,3,3,2,8.0,True,True,0.25562453,0.049793627,0.37571102,True,0.0,0
27000.0,True,True,False,False,0,45000.0,2875.95,Alone,Commercial,1.0,M,False,CL,Home,0.014464,15294,637,3145,4295,True,False,False,Laborers,2,2,5,11.0,True,True,0.4580521,0.5424049,0.344155,True,0.0,0
9000.0,True,False,True,True,1,23181.3,1226.7,Alone,Govt Job,2.0,M,False,CL,Home,0.01885,10425,849,10026,3012,True,False,False,Core,3,2,4,12.0,True,True,0.69984925,0.526377,0.23272477,True,2.0,0
15750.0,False,True,True,True,0,45000.0,2250.0,Alone,Commercial,2.0,M,False,RL,Home,0.020713,15708,3177,9838,4615,True,False,False,High skill tech,2,2,5,10.0,True,True,0.6056226,0.56095916,0.6380435,True,0.0,0
6750.0,False,True,True,True,1,18000.0,900.0,Alone,Service,1.0,S,False,RL,Home,0.031329,12558,1217,10332,4382,True,False,True,Accountants,2,2,5,14.0,True,True,0.54917884,0.6404738,0.5691488,True,0.0,0
12600.0,False,True,True,False,2,27000.0,1477.8,Alone,Service,1.0,M,False,CL,Home,0.007305,9924,280,4773,2534,True,True,False,Sales,4,3,5,16.0,True,True,0.53006065,0.5152498,0.34252888,True,1.0,0
15750.0,True,False,True,True,0,54727.2,4336.65,Alone,Commercial,1.0,S,False,CL,Home,0.019101,16098,1738,43,4188,True,False,False,Cooking,1,2,6,11.0,True,True,0.30244994,0.19850078,0.021951292,True,5.0,0
63000.0,True,False,True,False,1,53910.0,2765.25,Alone,Service,2.0,M,False,CL,Home,0.02461,13603,1983,4605,5869,True,True,True,Accountants,3,2,6,9.0,True,True,0.7848729,0.31191462,0.36061257,True,4.0,0
20250.0,False,False,True,False,0,45450.0,2333.7,Alone,Service,2.0,M,False,CL,Home,0.026392,9440,876,2192,2052,True,False,False,Sales,2,2,4,11.0,True,True,0.21536238,0.65237826,0.2881296,True,6.0,0
22500.0,False,True,False,True,1,22103.1,1748.7,Alone,Commercial,1.0,M,False,CL,Home,0.006233,15628,1687,3002,4564,True,False,False,Laborers,3,2,5,17.0,True,True,0.44139782,0.68470895,0.75440615,True,0.0,0
11250.0,False,False,True,False,0,25470.0,1701.9,Alone,Service,2.0,D,False,CL,Home,0.022625,12530,2485,2520,2755,True,True,True,Managers,1,2,1,15.0,True,True,0.2798552,0.6856618,0.32331124,True,1.0,0
18000.0,False,False,True,False,1,76022.55,3448.35,Alone,Service,1.0,M,False,CL,Home,0.010556,11899,2864,312,3469,True,True,False,Private service,3,3,2,11.0,True,True,0.61139446,0.488283,0.32331124,True,0.0,0
11250.0,False,True,False,True,0,9000.0,459.45,Alone,Service,1.0,M,False,CL,Home,0.018029,11367,513,5836,4001,True,False,True,Core,2,2,0,10.0,True,True,0.15179735,0.32537276,0.391055,True,0.0,0
16650.0,True,True,False,True,1,25479.9,2025.9,Alone,Commercial,2.0,M,False,CL,Home,0.018634,10271,416,10227,2904,True,False,False,Managers,3,2,2,9.0,True,True,0.7288856,0.52209014,0.75440615,True,3.0,0
18000.0,False,True,False,False,2,78192.0,3139.2,Alone,Service,1.0,M,False,CL,Home,0.007274,14327,803,8441,4702,True,False,True,Drivers,4,2,4,19.0,True,True,0.45838127,0.64432174,0.7801436,True,3.0,0
15750.0,True,False,False,True,0,33750.0,1687.5,Alone,Service,1.0,M,False,RL,Home,0.028663,17093,3688,3992,648,True,False,False,Secretaries,2,2,5,16.0,True,True,0.62093556,0.58093715,0.5937176,True,3.0,0
20250.0,False,False,False,True,0,28856.25,3074.85,Alone,Service,2.0,D,False,CL,Home,0.010032,11388,840,1313,4070,True,False,False,Laborers,1,2,5,2.0,True,True,0.17501393,0.6920872,0.75574005,True,0.0,0
33750.0,False,False,False,True,1,65181.6,2353.95,Alone,Govt Job,1.0,D,False,CL,Home,0.030755,11953,846,3874,2343,True,False,False,Core,2,2,2,13.0,True,True,0.32398552,0.638992,0.53348166,True,3.0,0
16200.0,False,False,False,False,0,98316.0,5502.6,Alone,Service,2.0,M,False,CL,Home,0.031329,14038,6082,696,4398,True,False,True,Managers,2,2,4,17.0,True,True,0.698209,0.68089163,0.40140742,True,1.0,0
13500.0,False,True,True,True,0,23181.3,1270.35,Alone,Commercial,1.0,M,False,CL,Home,0.022625,9703,1978,4381,2314,True,True,False,Laborers,2,2,1,13.0,True,True,0.24466617,0.18760541,0.3360615,True,1.0,0
15750.0,False,False,True,True,0,23985.0,2859.3,Alone,Govt Job,1.0,M,False,CL,Home,0.003818,11749,505,1717,275,True,True,True,Accountants,2,2,5,7.0,True,True,0.37911966,0.5044628,0.38591468,True,2.0,0
13500.0,False,True,False,True,1,58500.0,1886.85,Alone,Service,1.0,D,False,CL,Home,0.028663,13301,422,6420,4364,True,False,False,Laborers,2,2,6,13.0,True,True,0.28703445,0.27395847,0.43473324,True,0.0,0
22500.0,True,False,True,True,2,130381.2,3598.2,Relative,Service,1.0,M,False,CL,Home,0.010147,15219,3017,5878,5278,True,False,True,Managers,4,2,2,11.0,True,True,0.46630692,0.4291659,0.000527265,True,0.0,1
20700.0,True,False,True,False,0,102474.0,5232.15,Alone,Commercial,2.0,M,False,CL,Family,0.011703,19891,2008,3878,2968,True,True,False,Managers,2,2,6,13.0,True,True,0.33135805,0.72872,0.37910047,True,1.0,0
11700.0,True,False,False,True,0,128835.0,3780.0,Partner,Commercial,1.0,M,False,CL,Home,0.031329,14761,1571,5364,4859,True,False,False,Laborers,2,2,0,12.0,True,True,0.74281913,0.110283986,0.5549468,True,1.0,1
22500.0,False,False,False,False,0,13500.0,1445.4,Alone,Service,1.0,S,False,CL,Home,0.022625,9893,2138,4545,1472,True,False,True,Private service,1,2,6,10.0,True,True,0.10938838,0.6242483,0.59892625,True,6.0,0
22500.0,True,False,True,True,2,45000.0,2454.3,Relative,Service,2.0,M,False,CL,Home,0.026392,13332,698,7421,4369,True,False,False,Laborers,4,2,4,13.0,True,True,0.13643521,0.75694567,0.18629295,True,2.0,0
27000.0,True,False,False,False,0,48564.0,3893.85,Alone,Service,2.0,M,False,CL,Rental,0.011657,11670,847,3457,3452,True,True,True,Managers,2,1,1,9.0,True,True,0.66859996,0.6184811,0.32331124,True,0.0,0
22500.0,True,True,True,False,0,222025.95,5869.8,Alone,nan,2.0,S,False,CL,Home,0.018029,16036,2077,7262,4625,True,False,False,Laborers,1,2,3,7.0,True,True,0.7914898,0.35070118,0.56560796,True,0.0,0
6750.0,True,False,True,True,2,54449.1,1769.4,Alone,Service,1.0,M,False,CL,Home,0.00733,10335,1308,2332,3001,True,False,False,Laborers,4,2,6,12.0,True,True,0.38156337,0.24025592,0.47944897,True,2.0,0
35550.0,True,True,True,False,0,67500.0,5059.8,Alone,Commercial,1.0,M,False,CL,Home,0.028663,15635,1443,3703,4825,True,True,True,Managers,2,2,3,12.0,True,True,0.7894768,0.6629822,0.51369375,True,5.0,0
18000.0,False,False,False,True,1,45000.0,2732.4,Alone,Commercial,2.0,M,False,CL,Home,0.015221,13362,2303,419,1944,True,True,True,Managers,3,2,2,9.0,True,True,0.5239704,0.7182346,0.09758161,True,2.0,0
11250.0,False,True,False,False,1,16173.0,1163.25,Alone,Service,1.0,W,False,CL,Home,0.020713,15478,2406,5679,3979,True,False,False,Medicine,2,3,0,11.0,True,True,0.54861414,0.51231086,0.63970757,True,1.0,0
6750.0,False,False,False,True,0,128835.0,3780.0,Alone,Service,1.0,M,False,CL,Home,0.006233,17603,123,9307,1137,True,False,True,High skill tech,2,2,6,12.0,True,True,0.8904535,0.61378497,0.69409263,True,1.0,0
11250.0,False,False,True,False,0,50849.55,2154.15,Alone,Service,1.0,M,False,CL,Home,0.026392,11334,146,3932,3934,True,False,False,Laborers,2,2,2,17.0,True,True,0.21810393,0.28589788,0.32016337,True,2.0,1
27000.0,True,False,True,True,1,51124.95,2623.05,Alone,Service,1.0,S,False,CL,Home,0.018634,12077,1130,4300,4611,True,False,False,Sales,2,2,0,13.0,True,True,0.08671025,0.3015273,0.13937578,True,0.0,1
11250.0,False,False,False,True,1,78169.5,3042.0,Alone,Commercial,2.0,M,False,CL,Home,0.025164,10978,1372,5018,2422,True,False,False,Laborers,3,2,2,14.0,True,True,0.5372321,0.5826929,0.19070596,True,2.0,1
15750.0,True,True,False,True,0,15750.0,1666.8,Alone,Service,1.0,M,False,CL,Home,0.010643,11755,2331,5638,4191,True,True,True,Laborers,2,2,1,12.0,True,True,0.6074094,0.39742163,0.77008706,True,1.0,0
20250.0,True,False,True,False,0,63074.7,1747.35,Alone,Commercial,2.0,M,False,CL,Home,0.04622,16799,1950,5766,342,True,False,False,Secretaries,2,1,5,15.0,True,True,0.7974506,0.6270959,0.5902333,True,2.0,0
22500.0,True,True,False,True,0,172422.0,5054.4,Relative,Service,1.0,M,False,CL,Home,0.009175,11239,591,1015,2669,True,False,False,Private service,2,2,4,13.0,True,True,0.60437834,0.3405137,0.7032033,True,2.0,1
11250.0,False,False,False,True,1,34925.85,2554.2,Alone,Commercial,1.0,M,False,CL,Home,0.020246,13192,2541,6979,85,True,False,False,Drivers,3,3,4,10.0,True,True,0.45531926,0.28779456,0.57620883,True,0.0,0
27000.0,True,False,True,True,0,107820.0,2857.05,Alone,Commercial,1.0,W,False,CL,Municipal,0.010032,19447,3534,6337,2998,True,False,False,Core,1,2,4,11.0,True,True,0.7254413,0.52585363,0.27213368,True,3.0,0
9000.0,False,True,False,True,0,11250.0,436.95,Kids,Service,1.0,M,False,CL,Home,0.026392,19306,1939,11850,2791,True,False,False,Security,2,2,1,15.0,True,True,0.83747315,0.74329084,0.7713616,True,3.0,0
13500.0,False,False,True,True,0,78192.0,2821.5,Relative,nan,1.0,M,False,CL,Home,0.030755,12594,365,4870,2167,True,True,True,Sales,2,2,3,11.0,True,True,0.35807422,0.6240277,0.34252888,True,0.0,0
11250.0,False,True,False,False,0,54504.0,2664.0,Alone,Govt Job,2.0,M,False,CL,Home,0.014464,13101,2370,7193,4257,True,False,True,Laborers,2,2,5,11.0,True,True,0.31075022,0.6884921,0.5118918,True,2.0,0
18000.0,True,True,True,True,2,21332.25,1565.1,Alone,Commercial,2.0,M,False,CL,Home,0.025164,11331,991,3555,2594,True,False,False,Sales,4,2,0,8.0,True,True,0.34770533,0.61817145,0.12140828,True,3.0,0
9000.0,False,False,True,True,0,12735.0,1350.0,Alone,Service,1.0,S,False,CL,Home,0.010276,20062,3325,6364,3612,True,True,True,Drivers,1,2,3,13.0,True,True,0.6127084,0.5401896,0.4830502,True,4.0,0
27000.0,False,False,False,True,0,27302.4,2169.9,Relative,Service,2.0,M,False,CL,Home,0.008575,10353,943,7035,1955,True,False,True,Secretaries,2,2,5,15.0,True,True,0.60487074,0.69273454,0.113922395,True,4.0,0
18000.0,True,True,False,False,0,128835.0,3766.95,Alone,Service,1.0,M,False,CL,Home,0.00733,14527,3183,8495,2457,True,True,True,Managers,2,2,4,16.0,True,True,0.14002466,0.62669694,0.7662337,True,0.0,0
18000.0,True,True,False,False,0,90000.0,2631.6,Relative,Service,2.0,M,False,CL,Home,0.031329,14224,609,916,5007,True,False,False,Accountants,2,2,4,15.0,True,True,0.62688005,0.59344065,0.3409064,True,0.0,0
7200.0,False,True,False,True,2,90000.0,2987.55,Partner,nan,1.0,M,False,CL,Home,0.015221,11347,3110,1831,3985,True,False,True,High skill tech,4,2,6,13.0,True,True,0.42323792,0.13121867,0.7862666,True,0.0,0
22500.0,True,False,True,True,0,66742.2,4315.5,Alone,Service,2.0,S,False,CL,Home,0.010556,11856,259,6019,3990,True,True,False,Sales,1,3,2,14.0,True,True,0.71108156,0.5219974,0.6512602,True,0.0,1
12600.0,True,True,False,True,1,30630.6,1576.8,Alone,Service,1.0,M,False,CL,Home,0.022625,10921,618,2387,2121,True,False,True,Core,3,2,6,9.0,True,True,0.19383097,0.3795482,0.3944954,True,2.0,0
20250.0,False,False,False,True,0,26224.65,1877.85,Alone,Service,2.0,M,False,CL,Home,0.010032,14118,386,2663,4460,True,False,False,Core,2,2,5,7.0,True,True,0.5376408,0.55406505,0.58499,True,0.0,0
9000.0,True,False,False,True,0,100512.0,2952.0,Relative,Commercial,1.0,M,False,CL,Home,0.006852,18258,999,7398,1811,True,False,False,Sales,2,3,2,6.0,True,True,0.62225795,0.51476365,0.7992968,True,0.0,0
27000.0,True,True,False,False,1,113374.8,3657.15,Alone,Service,2.0,M,False,CL,Home,0.04622,19303,2971,9033,2830,True,True,False,Laborers,3,1,4,19.0,True,True,0.75057304,0.7818768,0.41010258,True,2.0,0
54000.0,True,False,True,True,0,54504.0,2540.7,Alone,Commercial,1.0,S,False,CL,Home,0.072508,14806,353,219,4096,True,False,True,High skill tech,1,1,5,18.0,True,True,0.42399332,0.6123325,0.21035023,True,1.0,0
19800.0,False,False,False,True,1,59977.8,3075.3,Alone,Service,2.0,S,False,CL,Home,0.072508,10356,1259,4707,2919,True,False,False,Core,2,1,5,14.0,True,True,0.6581824,0.7056977,0.5064842,True,0.0,0
20250.0,False,False,False,True,0,100692.0,4279.05,Alone,Service,2.0,S,False,CL,Home,0.003813,11770,1570,1068,1985,True,False,False,Sales,1,2,5,7.0,True,True,0.3398249,0.7904125,0.54423475,True,2.0,0
22500.0,False,False,True,True,0,69750.0,2317.95,Partner,Govt Job,1.0,M,False,CL,Home,0.032561,19514,6922,4210,2870,True,False,False,Core,2,1,4,13.0,True,True,0.792403,0.71212786,0.6561584,True,3.0,0
22500.0,False,False,True,False,2,81404.1,2393.1,Alone,Service,2.0,M,False,CL,Home,0.025164,14371,785,1581,3679,True,True,False,Core,4,2,2,10.0,True,True,0.8137704,0.56501037,0.53707,True,0.0,0
36000.0,False,True,False,False,2,105644.7,3420.9,Alone,nan,1.0,M,False,CL,Family,0.007274,10577,2762,773,3065,True,False,False,Medicine,4,2,1,10.0,True,True,0.4978283,0.20715882,0.42061096,True,1.0,0
20250.0,False,False,False,False,0,88552.35,3751.65,Alone,Service,1.0,D,False,CL,Home,0.015221,12063,655,4728,4712,True,False,True,Managers,1,2,2,13.0,True,True,0.7884067,0.4589995,0.18303517,True,3.0,0
22500.0,False,True,True,True,1,16810.2,1650.6,Alone,Commercial,1.0,M,False,CL,Home,0.072508,16966,1520,4350,498,True,False,True,Core,3,1,5,16.0,True,True,0.50499696,0.6872197,0.66585493,True,1.0,0
15750.0,False,False,False,True,0,50849.55,2609.1,Alone,Commercial,1.0,M,False,CL,Home,0.009175,12380,291,5263,167,True,False,False,Laborers,2,2,1,16.0,True,True,0.38229996,0.6820119,0.49386287,True,0.0,0
13500.0,True,True,True,False,0,97179.75,3064.05,Relative,Commercial,1.0,S,False,CL,Municipal,0.04622,9580,1846,4185,2234,True,False,False,Laborers,1,1,2,17.0,True,True,0.49126807,0.38345414,0.70018387,True,2.0,0
20250.0,False,False,False,True,1,83538.0,3692.7,Partner,Commercial,1.0,M,False,CL,Home,0.010643,11950,2145,6028,3729,True,False,True,Sales,3,2,6,12.0,True,True,0.34256688,0.5920893,0.6512602,True,5.0,0
31500.0,True,False,False,False,0,45450.0,5140.35,Relative,Govt Job,2.0,M,False,CL,Home,0.02461,9089,2495,9067,1444,True,False,True,Core,2,2,6,16.0,True,True,0.8349051,0.74885446,0.4740513,True,2.0,0
15750.0,False,False,True,True,0,40965.3,1557.0,Alone,Service,1.0,S,False,CL,Home,0.018029,16376,2361,6821,4127,True,False,False,Sales,1,3,6,11.0,True,True,0.460581,0.5808786,0.39794633,True,2.0,0
9900.0,False,True,True,True,0,87750.0,4480.2,Alone,Service,1.0,M,False,CL,Home,0.015221,15656,3848,4015,5148,True,True,True,Managers,2,2,5,13.0,True,True,0.53201324,0.60968184,0.7463002,True,5.0,0
9000.0,False,False,False,True,0,27000.0,1350.0,Alone,Service,1.0,S,False,RL,Home,0.035792,16683,2370,2971,214,True,False,False,Sales,1,2,1,13.0,True,True,0.48742464,0.6193063,0.28665248,True,0.0,0
18000.0,True,False,False,False,0,47250.0,3301.65,Alone,nan,2.0,M,False,CL,Home,0.01452,16117,1527,2567,4022,True,False,False,Core,2,2,1,12.0,True,True,0.73775816,0.58107024,0.7032033,True,1.0,0
27000.0,False,False,True,True,0,172468.8,5428.35,Alone,Service,1.0,M,False,CL,Home,0.04622,20920,2593,445,3711,True,False,False,High skill tech,2,1,3,16.0,True,True,0.8030025,0.71960443,0.48665315,True,1.0,0
45000.0,True,False,False,True,0,197107.2,6201.9,Partner,Commercial,2.0,M,False,CL,Home,0.032561,18268,2569,4292,1699,True,False,True,Managers,2,1,3,13.0,True,True,0.74610835,0.7743681,0.344155,True,1.0,0
26100.0,True,False,False,False,0,27627.75,2182.5,Relative,Service,1.0,M,False,CL,Home,0.022625,14837,7341,2064,4116,True,False,False,Managers,2,2,3,14.0,True,True,0.5828578,0.6585019,0.6769925,True,3.0,0
13500.0,False,True,False,True,0,114921.0,3373.2,Alone,Commercial,1.0,M,False,CL,Home,0.018634,18474,263,5407,2016,True,False,False,Laborers,2,2,4,12.0,True,True,0.51499236,0.46450502,0.2707074,True,3.0,0
13500.0,False,True,False,True,0,122301.0,5194.8,Alone,Service,1.0,S,False,CL,Home,0.020713,18383,8601,10297,1922,True,False,False,Laborers,1,3,2,8.0,True,True,0.66550595,0.3435994,0.785052,True,2.0,0
45000.0,False,True,True,True,0,52128.0,4106.25,Alone,Service,1.0,M,False,CL,Home,0.04622,12634,2812,118,383,True,False,False,Private service,2,1,3,12.0,True,True,0.57547885,0.75289994,0.19977057,True,5.0,0
13500.0,True,False,False,True,0,109602.0,5609.25,Alone,Service,1.0,M,False,CL,Home,0.031329,19830,429,12231,3275,True,False,True,Sales,2,2,1,15.0,True,True,0.68433183,0.66554254,0.7136314,True,1.0,0
18000.0,False,False,False,False,0,38308.95,3039.75,Alone,Service,1.0,M,False,CL,Home,0.003122,10309,1610,128,2965,True,False,False,Laborers,2,3,5,12.0,True,True,0.22454913,0.4207817,0.15286623,True,1.0,0
32850.0,False,False,True,False,0,34380.0,1615.5,Alone,Govt Job,2.0,M,False,CL,Family,0.001276,9932,999,4669,1881,True,False,True,Core,2,2,2,4.0,True,True,0.45031253,0.59063613,0.14375806,True,1.0,0
16650.0,True,False,True,True,1,26955.0,1475.1,Alone,Service,1.0,M,False,CL,Home,0.010276,14809,7714,1677,4063,True,False,False,Medicine,3,2,1,15.0,True,True,0.78182304,0.6538744,0.45610973,True,0.0,0
22500.0,True,True,True,True,2,32157.45,2161.8,Alone,Service,2.0,M,False,CL,Shared,0.04622,12624,2840,3370,1270,True,False,False,Sales,4,1,2,15.0,True,True,0.65047115,0.7972513,0.5954562,True,1.0,0
18000.0,False,True,False,True,0,25470.0,2687.4,Alone,Service,1.0,M,False,CL,Home,0.011657,10397,1232,345,3012,True,False,False,Security,2,1,4,13.0,True,True,0.29338166,0.7233439,0.6195277,True,1.0,0
15750.0,False,False,False,True,1,23985.0,2385.0,Alone,Service,1.0,M,False,CL,Home,0.020246,12439,1019,747,4723,True,False,False,Laborers,3,3,1,12.0,True,True,0.31425026,0.68194073,0.51369375,True,1.0,0
13500.0,True,True,True,True,0,19188.0,2048.85,Alone,Service,1.0,M,False,CL,Home,0.015221,16236,230,2429,4288,True,True,True,Laborers,2,2,1,11.0,True,True,0.60837436,0.6196105,0.18195911,True,2.0,0
6750.0,False,True,False,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.018634,10174,831,10143,1627,True,False,False,Core,2,2,1,13.0,True,True,0.20276015,0.2473389,0.40487838,True,1.0,0
40500.0,True,False,False,True,0,34380.0,1685.25,Alone,Commercial,1.0,M,False,CL,Home,0.072508,20321,1643,12772,2750,True,False,True,Drivers,2,1,2,17.0,True,True,0.6899339,0.705207,0.78260785,True,1.0,0
24750.0,False,False,False,True,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.006671,13559,2443,730,3999,True,False,False,Laborers,3,2,5,16.0,True,True,0.3934627,0.5210261,0.56737924,True,1.0,0
29250.0,True,False,False,True,0,25470.0,2702.25,Alone,Commercial,0.0,S,False,CL,Home,0.032561,11137,2231,5134,3611,True,False,True,Drivers,1,1,0,19.0,True,True,0.2114953,0.67864954,0.7610264,True,1.0,0
13500.0,False,False,True,False,0,109602.0,5596.2,Alone,Commercial,2.0,M,False,CL,Rental,0.006671,16741,256,6327,280,True,True,True,Sales,2,2,1,14.0,True,True,0.38887763,0.34541667,0.32806316,True,1.0,0
18000.0,False,True,True,True,0,67500.0,1869.3,Alone,Service,1.0,M,False,CL,Home,0.020713,15327,3541,3232,859,True,False,False,Laborers,2,3,2,8.0,True,True,0.594995,0.5888531,0.4188543,True,0.0,0
20250.0,False,False,True,True,0,86879.7,3694.05,Relative,Commercial,1.0,M,False,CL,Home,0.025164,14668,274,365,3018,True,False,False,High skill tech,2,2,6,11.0,True,True,0.37466273,0.49216846,0.8128226,True,3.0,0
9000.0,False,True,False,False,0,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Home,0.003813,12273,791,1724,1773,True,False,False,Sales,2,2,1,11.0,True,True,0.4848256,0.7005305,0.3944954,True,2.0,0
13500.0,True,False,False,True,1,104689.8,4448.7,Alone,Service,1.0,M,False,CL,Home,0.004849,12658,4103,3467,528,True,False,True,Laborers,3,2,6,15.0,True,True,0.71293217,0.33375052,0.5208976,True,4.0,0
14400.0,False,False,False,True,0,112500.0,3302.55,Alone,Service,2.0,M,False,CL,Home,0.015221,17633,9268,7424,1121,True,False,False,Managers,2,2,2,14.0,True,True,0.74241704,0.4872777,0.70470643,True,0.0,0
10800.0,False,False,True,True,1,83538.0,3325.95,Alone,nan,2.0,S,False,CL,Home,0.018029,14778,1117,1103,5716,True,False,False,Core,2,3,5,8.0,True,True,0.49413145,0.6203678,0.6075573,True,1.0,0
13500.0,False,True,True,False,0,80865.0,2608.65,Alone,Service,1.0,D,False,CL,Home,0.011703,12468,1443,6427,3995,True,True,True,Sales,1,2,3,8.0,True,True,0.44663063,0.59315044,0.44539624,True,1.0,1
22500.0,False,True,True,False,0,107820.0,3478.05,Alone,Commercial,1.0,M,False,CL,Home,0.007114,18894,5194,50,525,True,True,False,Managers,2,2,2,15.0,True,True,0.7836435,0.26205534,0.5190973,True,2.0,0
24750.0,True,False,False,True,3,13651.2,1006.2,Alone,Service,1.0,M,False,CL,Home,0.020246,13062,1887,3003,4409,True,False,True,High skill tech,5,3,2,13.0,True,True,0.48454744,0.288867,0.6212263,True,3.0,1
15750.0,False,False,True,True,0,67500.0,2424.6,Alone,Commercial,1.0,M,False,CL,Home,0.009549,11674,760,18,3946,True,True,False,Sales,2,2,2,14.0,True,True,0.10762865,0.44164208,0.41184855,True,2.0,1
21825.0,True,True,True,False,2,49752.0,2975.4,Relative,Commercial,1.0,M,False,CL,Municipal,0.00702,12593,246,2111,2861,True,False,False,Accountants,4,2,1,12.0,True,True,0.40140504,0.45405686,0.6528965,True,1.0,0
22500.0,True,True,True,False,1,85208.85,3170.7,Alone,Commercial,2.0,D,False,CL,Home,0.016612,14951,2722,20,2194,True,False,False,Laborers,2,2,2,11.0,True,True,0.43228644,0.644983,0.5513813,True,0.0,0
15750.0,False,False,True,True,0,131926.95,3640.95,Alone,Commercial,1.0,M,False,CL,Home,0.019689,14710,227,5188,5188,True,False,False,Cooking,2,2,5,9.0,True,True,0.55669326,0.5943425,0.5797274,True,2.0,0
6750.0,True,False,True,True,0,94230.0,3052.8,Alone,Service,1.0,M,False,CL,Home,0.025164,19877,95,11385,3225,True,False,False,Security,2,2,1,10.0,True,True,0.6536898,0.65736014,0.79813725,True,2.0,0
6750.0,False,False,False,False,1,14772.6,1766.25,Alone,Service,2.0,M,False,CL,Family,0.018209,12890,2933,3304,3582,True,False,True,Managers,3,3,2,12.0,True,True,0.70610595,0.42166665,0.3409064,True,4.0,0
14400.0,False,False,False,True,0,26955.0,1641.6,Alone,Govt Job,1.0,S,False,CL,Home,0.009175,16286,6298,3594,4413,True,True,False,Medicine,1,2,1,11.0,True,True,0.74962527,0.46550053,0.2707074,True,3.0,0
6750.0,False,True,False,False,0,49053.6,2398.95,Relative,Commercial,2.0,M,False,CL,Home,0.010556,11705,3515,5834,2301,True,False,False,IT,2,3,1,12.0,True,True,0.36074638,0.7858667,0.67065173,True,1.0,0
16650.0,True,False,False,True,0,72846.0,4350.6,Alone,Service,1.0,M,False,CL,Home,0.022625,18077,3844,8840,1612,True,False,False,High skill tech,2,2,1,16.0,True,True,0.8418029,0.55715877,0.824595,True,0.0,0
31500.0,False,False,False,True,0,100692.0,4006.35,Alone,Commercial,2.0,M,False,CL,Home,0.032561,13360,1140,7336,3951,True,False,False,Managers,2,1,1,19.0,True,True,0.83984256,0.64799654,0.67065173,True,1.0,0
31500.0,True,False,False,False,2,192830.4,7957.8,Alone,Commercial,2.0,M,False,CL,Home,0.0105,15234,1904,7087,4521,True,False,True,High skill tech,4,3,1,16.0,True,True,0.2903781,0.5041184,0.48485148,True,2.0,0
16200.0,False,False,True,True,1,22500.0,2423.25,Alone,Service,1.0,D,False,CL,Home,0.018801,15554,4074,4024,2693,True,True,True,Laborers,2,2,1,11.0,True,True,0.28944093,0.48964906,0.13177013,True,4.0,0
15750.0,True,False,True,True,0,29628.0,1305.0,Alone,Service,1.0,M,False,CL,Home,0.008019,14720,2701,4011,5194,True,False,True,Security,2,2,3,12.0,True,True,0.46058542,0.45041123,0.119877964,True,2.0,0
36000.0,False,True,False,True,2,90000.0,4895.55,Alone,Commercial,2.0,M,False,CL,Home,0.04622,10685,1863,5502,1652,True,True,False,Managers,4,1,2,14.0,True,True,0.5614718,0.79834485,0.508287,True,3.0,0
6750.0,False,True,False,True,2,33750.0,1736.1,Alone,Service,1.0,M,False,CL,Home,0.026392,9590,1823,2827,690,True,False,False,Managers,4,2,2,11.0,True,True,0.31862876,0.6920919,0.52809274,True,6.0,0
11250.0,False,False,False,True,1,43256.7,2359.35,Relative,Service,1.0,M,False,CL,Home,0.018029,13080,1327,7014,4025,True,False,False,High skill tech,3,3,2,12.0,True,True,0.42023283,0.57218194,0.3944954,True,1.0,0
15750.0,False,True,False,True,0,58500.0,2576.7,Alone,Service,1.0,M,False,CL,Home,0.010276,15572,3149,8619,3121,True,False,False,Sales,2,2,5,9.0,True,True,0.2892083,0.3269299,0.2664568,True,4.0,0
21150.0,True,False,False,False,0,61200.0,1974.15,Alone,Service,1.0,M,False,CL,Home,0.011657,14590,3007,3102,853,True,False,True,Laborers,2,1,3,9.0,True,True,0.6759904,0.49381366,0.42765737,True,2.0,0
13050.0,True,False,False,True,0,29713.05,2738.25,Alone,Service,1.0,M,False,CL,Home,0.035792,10270,923,4267,2869,True,False,False,Drivers,2,2,2,18.0,True,True,0.20871826,0.55011755,0.5954562,True,3.0,0
49500.0,False,False,False,True,1,152820.0,5324.85,Alone,Commercial,2.0,M,False,CL,Home,0.004849,12753,4497,6739,4219,True,False,False,Managers,3,2,3,12.0,True,True,0.58399,0.796469,0.78260785,True,2.0,0
9900.0,True,False,False,False,0,20250.0,1012.5,Alone,Service,1.0,D,False,RL,Home,0.010556,9235,1007,4106,1892,True,False,False,Drivers,1,3,1,15.0,True,True,0.39087516,0.4478197,0.44539624,True,0.0,0
40500.0,True,False,False,True,0,67500.0,3375.0,Alone,Commercial,2.0,M,False,RL,Home,0.0228,11211,273,4210,1236,True,False,False,Laborers,2,2,6,10.0,True,True,0.37368158,0.5393585,0.05384435,True,0.0,1
27000.0,True,False,True,True,1,48149.55,4428.9,Alone,Service,1.0,M,False,CL,Family,0.035792,10863,682,4545,2879,True,False,False,Drivers,3,2,5,15.0,True,True,0.3298029,0.48089892,0.44539624,True,2.0,0
15750.0,True,False,True,True,1,31500.0,1575.0,Alone,Service,2.0,M,False,RL,Home,0.019101,11680,388,2979,3132,True,False,False,Accountants,3,2,2,11.0,True,True,0.7093241,0.25778165,0.37571102,True,2.0,0
13500.0,True,False,False,True,2,106159.95,3117.15,Relative,Service,2.0,M,False,CL,Home,0.016612,12334,460,17,1018,True,False,False,Accountants,4,2,5,10.0,True,True,0.5722732,0.612509,0.6910212,True,1.0,0
15750.0,True,True,True,False,0,67500.0,2501.55,Alone,Service,1.0,S,False,CL,Home,0.031329,12449,4711,8621,4438,True,False,False,Laborers,1,2,6,11.0,True,True,0.6704365,0.7612405,0.8128226,True,0.0,0
13500.0,True,False,False,True,0,107820.0,3833.1,Alone,Commercial,1.0,M,False,CL,Home,0.01885,14435,2711,2003,3001,True,False,True,Sales,2,2,4,10.0,True,True,0.5255158,0.3587697,0.39794633,True,7.0,0
5400.0,False,True,False,True,1,13477.5,1055.7,Alone,Service,1.0,M,False,CL,Home,0.008019,12596,1638,6330,3718,True,False,False,Cooking,3,2,4,10.0,True,True,0.12911952,0.51123995,0.6195277,True,2.0,0
11250.0,False,False,True,False,0,17829.0,967.5,Alone,Service,1.0,D,False,CL,Home,0.01885,18921,5038,12264,2346,True,True,True,Laborers,1,2,3,11.0,True,True,0.47055054,0.7152512,0.7252764,True,2.0,0
31500.0,True,False,False,False,0,111339.9,4730.4,Alone,nan,2.0,M,False,CL,Home,0.035792,15894,4420,8887,4512,True,False,False,Accountants,2,2,2,12.0,True,True,0.46345046,0.6909023,0.13851288,True,0.0,0
45000.0,True,True,False,True,0,145104.75,5539.95,Alone,Commercial,2.0,M,False,CL,Home,0.006671,17184,1771,1780,738,True,False,False,Managers,2,2,4,14.0,True,True,0.71076727,0.67707855,0.19747451,True,0.0,0
22500.0,False,True,True,False,1,135000.0,4705.65,Alone,Service,2.0,M,False,CL,Home,0.018634,16694,2824,3435,211,True,True,True,High skill tech,3,2,2,11.0,True,True,0.6540619,0.46163967,0.15568937,True,0.0,0
22500.0,False,True,False,True,0,90000.0,4608.45,Alone,Commercial,1.0,M,False,CL,Home,0.015221,16570,3800,8265,120,True,False,False,Secretaries,2,2,4,14.0,True,True,0.74819076,0.62948596,0.62461466,True,2.0,0
13500.0,True,True,False,False,0,92250.0,2549.7,Alone,Service,1.0,W,False,CL,Home,0.008866,14806,7977,3713,4778,True,False,True,Laborers,1,2,5,11.0,True,True,0.5857434,0.7161189,0.7623356,True,0.0,0
27000.0,False,True,True,False,2,225000.0,5948.55,Relative,Govt Job,1.0,M,False,CL,Home,0.006852,14320,6943,3219,4192,True,False,False,Core,4,3,1,10.0,True,True,0.2742552,0.2740455,0.6848277,True,5.0,0
22500.0,False,True,True,True,0,90000.0,2631.6,Alone,Govt Job,2.0,D,False,CL,Home,0.035792,13959,3631,330,1625,True,False,True,Medicine,1,2,6,15.0,True,True,0.67025286,0.63463753,0.64136827,True,3.0,0
18000.0,True,True,True,True,0,112500.0,3642.3,Alone,Service,1.0,M,False,CL,Family,0.01452,10450,1929,978,985,True,False,False,Sales,2,2,0,10.0,True,True,0.41659975,0.59950924,0.52809274,True,1.0,0
27000.0,True,False,False,False,2,23985.0,2470.5,Alone,Commercial,2.0,S,False,CL,Home,0.009175,11619,1225,1376,3563,True,False,False,Managers,3,2,2,10.0,True,True,0.32365263,0.6373055,0.46865967,True,1.0,0
31500.0,True,True,True,True,0,22500.0,1777.5,Alone,Service,2.0,M,False,CL,Shared,0.009549,20884,3245,8716,3001,True,True,False,Laborers,2,2,3,11.0,True,True,0.8104022,0.6305207,0.54423475,True,0.0,0
11250.0,False,True,True,False,0,43707.6,2868.3,Alone,Commercial,1.0,M,False,CL,Home,0.01885,10298,2184,5100,2132,True,False,False,Core,2,2,5,12.0,True,True,0.42718717,0.67692554,0.77008706,True,0.0,0
8076.15,False,False,True,True,1,74250.0,3024.0,Alone,Service,2.0,M,False,CL,Home,0.028663,14111,511,3248,3248,True,True,False,High skill tech,3,2,5,8.0,True,True,0.73986137,0.56168073,0.17770407,True,3.0,0
22500.0,True,False,True,False,0,57607.2,1821.6,Relative,Service,2.0,S,False,CL,Family,0.018634,9123,544,1771,1794,True,False,True,Managers,1,2,2,17.0,True,True,0.4976405,0.25601164,0.6313545,True,0.0,0
36000.0,False,False,False,True,1,57897.9,5323.05,Alone,Commercial,1.0,M,False,CL,Home,0.003818,13174,3600,7293,5360,True,False,False,Private service,3,2,2,6.0,True,True,0.5639232,0.6042147,0.33445412,True,0.0,0
36000.0,False,True,True,True,2,123279.3,4902.3,Alone,Service,1.0,M,False,CL,Home,0.025164,17804,1143,5546,1297,True,False,False,Drivers,4,2,4,7.0,True,True,0.75992495,0.63516974,0.7490217,True,1.0,0
6750.0,False,False,False,False,2,36489.6,1863.0,Relative,Service,1.0,M,False,CL,Home,0.008474,11755,2921,5558,2766,True,False,False,Sales,4,2,3,11.0,True,True,0.35989475,0.48032576,0.6971469,True,3.0,0
11250.0,False,False,True,False,1,51846.3,1967.4,Alone,nan,1.0,S,False,CL,Municipal,0.009657,16471,933,8274,8,True,False,False,Sales,2,2,5,11.0,True,True,0.5224026,0.5183951,0.36394525,True,5.0,0
22500.0,True,False,False,True,0,18000.0,900.0,Relative,Govt Job,2.0,S,False,RL,Home,0.026392,13374,4006,812,4005,True,False,False,Core,1,2,3,15.0,True,True,0.28252265,0.44260216,0.47045612,True,2.0,0
15750.0,True,False,True,True,1,43603.2,2045.7,Alone,Commercial,1.0,M,False,CL,Home,0.02461,14569,582,6930,3844,True,False,True,Drivers,3,2,3,10.0,True,True,0.61743814,0.69070613,0.17876047,True,3.0,0
13500.0,False,False,True,True,0,42071.85,1866.15,Alone,Service,2.0,M,False,CL,Home,0.016612,13576,4415,4212,2182,True,False,False,Accountants,2,2,2,18.0,True,True,0.80439425,0.138914,0.3077367,True,8.0,0
27000.0,False,False,False,False,0,78192.0,4254.75,Alone,Service,1.0,M,False,CL,Municipal,0.005144,15844,1500,892,4286,True,False,True,Sales,2,2,4,14.0,True,True,0.43541947,0.51688814,0.2263474,True,4.0,0
15750.0,False,False,True,True,0,43603.2,2133.9,Alone,Service,1.0,S,False,CL,Home,0.020246,16048,2737,4933,4868,True,False,True,Managers,1,3,0,7.0,True,True,0.8062209,0.31043345,0.26224896,True,4.0,1
67500.0,True,False,True,False,0,58500.0,2925.0,Alone,Commercial,2.0,M,False,RL,Home,0.014464,19628,5251,9014,3170,True,False,False,Managers,2,2,2,9.0,True,True,0.807469,0.70106244,0.6380435,True,1.0,0
15750.0,False,False,False,True,0,22500.0,2103.75,Alone,Service,2.0,S,False,CL,Home,0.022625,14464,3289,6602,4051,True,True,True,Sales,1,2,3,11.0,True,True,0.42210978,0.75765306,0.8128226,True,1.0,0
11250.0,True,True,False,True,1,80865.0,2621.7,Alone,Service,1.0,M,False,CL,Home,0.031329,15546,1056,510,784,True,False,False,High skill tech,3,2,5,13.0,True,True,0.51365423,0.62099594,0.58323795,True,3.0,0
15750.0,True,False,True,True,1,23850.0,1593.45,Relative,Commercial,1.0,M,False,CL,Home,0.015221,11508,3979,3697,3940,True,False,False,Laborers,3,2,4,8.0,True,True,0.29775637,0.59290767,0.000527265,True,2.0,0
11925.0,True,False,False,False,0,31187.7,1513.35,Alone,Service,1.0,M,False,CL,Home,0.020246,17542,645,7609,1090,True,False,False,Drivers,2,3,2,10.0,True,True,0.62505674,0.7048796,0.58674,True,6.0,0
6750.0,True,True,False,True,0,29851.2,1956.6,Alone,Service,1.0,S,False,CL,Home,0.018801,8708,213,158,1396,True,True,True,Low-skill Laborers,1,2,6,9.0,True,True,0.34204745,0.4999199,0.6161217,True,3.0,0
18000.0,False,False,False,True,0,115975.8,6192.0,Partner,Commercial,1.0,M,False,CL,Home,0.035792,20064,7454,8751,3598,True,False,False,Cooking,2,2,4,14.0,True,True,0.832275,0.6613777,0.52809274,True,6.0,0
18000.0,True,False,True,True,0,23457.6,2796.75,Alone,Service,1.0,M,False,CL,Home,0.010643,11480,568,5404,3446,True,False,False,Low-skill Laborers,2,2,3,14.0,True,True,0.47557,0.49676007,0.41359675,True,3.0,0
45000.0,False,True,True,True,0,172468.8,6007.95,Alone,Commercial,2.0,M,False,CL,Home,0.00823,18035,940,8899,943,True,False,False,Managers,2,2,1,11.0,True,True,0.50234747,0.40018463,0.2009261,True,1.0,1
11250.0,False,False,True,True,0,28350.0,2817.0,Others,Service,1.0,M,False,CL,Home,0.018209,15547,5374,1150,4445,True,True,False,Sales,2,3,4,6.0,True,True,0.4260282,0.4859939,0.80950826,True,2.0,0
13500.0,False,False,False,True,0,67500.0,3459.6,Alone,Service,1.0,M,False,CL,Home,0.020246,19824,1396,8819,2540,True,False,False,Core,2,3,1,13.0,True,True,0.56786007,0.41817772,0.31859553,True,1.0,0
13500.0,False,True,True,True,0,54000.0,2942.55,Partner,Service,1.0,M,False,CL,Home,0.020713,9869,1575,4267,2547,True,False,False,Sales,2,2,6,7.0,True,True,0.36442575,0.2424019,0.7091891,True,2.0,0
11250.0,False,False,False,True,0,61650.0,2001.6,Alone,Service,1.0,M,False,CL,Home,0.0228,18492,9491,944,2011,True,False,False,Sales,2,2,5,12.0,True,True,0.75164056,0.7239955,0.7223929,True,2.0,0
20250.0,False,False,False,True,1,22500.0,1125.0,Alone,Service,2.0,M,False,RL,Home,0.019101,14316,3207,1584,3236,True,False,True,Sales,3,2,5,18.0,True,True,0.5802572,0.7690868,0.5884878,True,2.0,0
22500.0,False,False,True,True,1,52128.0,2742.3,Alone,Service,2.0,M,False,CL,Home,0.025164,11356,190,55,3896,True,False,False,Laborers,3,2,0,13.0,True,True,0.2984555,0.37371597,0.5531647,True,0.0,0
18900.0,True,False,True,True,0,18000.0,900.0,Alone,Commercial,1.0,S,False,RL,Home,0.072508,8873,105,2551,859,True,False,True,Drivers,1,1,1,20.0,True,True,0.70715964,0.69162565,0.3556387,True,2.0,0
11250.0,False,True,True,False,0,33750.0,2195.1,Alone,Service,1.0,S,False,CL,Home,0.015221,10833,312,4832,3178,True,False,True,Drivers,1,2,6,14.0,True,True,0.1946403,0.43389186,0.52809274,True,1.0,0
9000.0,False,True,False,True,1,22923.0,2361.6,Alone,Commercial,2.0,M,False,CL,Home,0.025164,15467,1171,8710,4691,True,False,True,Core,3,2,4,10.0,True,True,0.54375666,0.79229003,0.7032033,True,1.0,0
13500.0,False,False,True,True,2,77029.2,3493.8,Partner,Commercial,1.0,M,False,CL,Municipal,0.04622,13632,295,3709,4535,True,False,False,Core,4,1,1,16.0,True,True,0.37393194,0.7483277,0.45969045,True,3.0,0
13500.0,True,True,True,False,0,54504.0,2540.7,Relative,Service,1.0,M,False,CL,Home,0.020246,18347,2804,4666,1905,True,True,False,High skill tech,2,3,6,15.0,True,True,0.5878717,0.4324207,0.5585066,True,2.0,0
27000.0,False,True,False,False,1,56700.0,4492.8,Alone,Commercial,2.0,M,False,CL,Municipal,0.04622,10318,960,5165,3010,True,False,False,High skill tech,3,1,4,14.0,True,True,0.26772955,0.58932424,0.44183582,True,3.0,1
12150.0,False,True,True,True,1,83560.5,2443.05,Alone,Service,2.0,M,False,CL,Family,0.008019,9880,2699,4654,1088,True,False,False,High skill tech,3,2,4,12.0,True,True,0.23791039,0.4848359,0.5531647,True,0.0,0
15750.0,False,True,True,True,0,45000.0,2250.0,Relative,Govt Job,2.0,M,False,RL,Home,0.011657,19312,1399,7535,2846,True,False,True,Core,2,1,0,12.0,True,True,0.6873487,0.6926601,0.7530674,True,0.0,0
11250.0,True,True,False,True,1,20250.0,1366.2,Alone,Service,2.0,M,False,CL,Home,0.015221,10190,1199,587,909,True,False,True,Laborers,3,2,5,10.0,True,True,0.18900163,0.66027004,0.5971924,True,3.0,0
13500.0,False,False,True,False,0,136977.3,5432.4,Alone,Commercial,2.0,M,False,CL,Family,0.030755,14141,707,3126,4343,True,True,False,Core,2,2,6,12.0,True,True,0.6365228,0.78590715,0.8193177,True,0.0,0
36000.0,False,True,False,True,0,92439.45,3610.35,Alone,Commercial,1.0,M,False,CL,Home,0.04622,13381,319,567,2485,True,False,False,Managers,2,1,3,14.0,True,True,0.47455376,0.63505316,0.21155076,True,1.0,0
36000.0,False,True,True,True,0,177396.3,6178.95,Alone,Service,1.0,S,False,CL,Home,0.019689,16521,3246,5459,47,True,False,False,Managers,1,2,2,10.0,True,True,0.5559951,0.56834495,0.33445412,True,2.0,1
27000.0,True,True,False,True,2,135000.0,3960.45,Relative,Commercial,1.0,M,False,CL,Family,0.020713,11181,2287,1958,889,True,False,False,High skill tech,4,2,3,14.0,True,True,0.5811697,0.59723896,0.5298898,True,0.0,0
13500.0,False,False,False,True,0,157500.0,4167.9,Alone,Service,2.0,S,False,CL,Home,0.015221,17472,7109,859,1025,True,False,False,Managers,1,2,1,15.0,True,True,0.5946925,0.75084794,0.8128226,True,3.0,0
15300.0,True,False,True,True,1,45000.0,2188.8,Alone,Commercial,1.0,M,False,CL,Home,0.002506,12201,248,6280,2159,True,True,False,High skill tech,3,2,6,9.0,True,True,0.6107075,0.72488165,0.33125088,True,1.0,0
45000.0,True,False,False,True,0,20250.0,1306.8,Alone,Govt Job,2.0,S,False,CL,Home,0.026392,8509,913,2717,1080,True,False,False,Core,1,2,4,17.0,True,True,0.14598213,0.51392794,0.045363437,True,2.0,0
18000.0,False,False,True,True,0,27627.75,1859.4,Alone,Commercial,1.0,M,False,CL,Home,0.0228,10592,1856,3042,1727,True,False,False,Sales,2,2,2,12.0,True,True,0.2302484,0.13911031,0.36227724,True,3.0,0
11250.0,True,True,False,True,0,108221.4,3163.95,Relative,nan,1.0,M,False,CL,Home,0.018634,15022,804,3028,4556,True,False,False,Core,2,2,2,13.0,True,True,0.7547789,0.61893505,0.21762852,True,6.0,0
18000.0,True,False,True,True,1,15750.0,787.5,Alone,Commercial,1.0,M,False,RL,Family,0.019689,15224,1822,4234,4905,True,False,True,Laborers,3,2,1,17.0,True,True,0.57072324,0.53958666,0.5585066,True,1.0,0
9900.0,False,True,False,True,0,97772.4,3818.25,Alone,nan,1.0,M,False,CL,Home,0.00963,16041,1838,10139,5393,True,False,False,Sales,2,2,4,12.0,True,True,0.80223924,0.40442798,0.5602843,True,2.0,1
31500.0,True,True,False,False,0,154602.0,4443.75,Relative,Commercial,1.0,M,False,CL,Home,0.025164,17718,2875,8384,1184,True,False,False,Laborers,2,2,1,16.0,True,True,0.56007403,0.56001645,0.5567274,True,9.0,0
11250.0,False,False,False,True,1,107820.0,3165.3,Alone,Service,2.0,M,False,CL,Home,0.035792,12925,1073,6316,4467,True,False,True,Sales,3,2,4,16.0,True,True,0.5657982,0.6993732,0.7016958,True,1.0,0
15750.0,True,True,True,True,0,27846.0,2403.0,Alone,Service,2.0,M,False,CL,Family,0.010147,10050,572,486,2724,True,False,False,Laborers,2,2,5,11.0,True,True,0.3258993,0.18191089,0.37571102,True,2.0,0
12600.0,False,True,False,True,1,13431.6,1308.15,Alone,Commercial,2.0,M,False,CL,Home,0.019101,14558,5928,8111,4718,True,True,True,Managers,3,2,1,13.0,True,True,0.7202491,0.58917075,0.5937176,True,0.0,0
13500.0,True,False,False,True,0,90000.0,4882.5,Others,Commercial,1.0,M,False,CL,Home,0.025164,15067,2600,7713,4436,True,False,False,Sales,2,2,1,7.0,True,True,0.3799627,0.16751456,0.24054141,True,3.0,0
13500.0,False,True,True,False,1,29851.2,2803.95,Alone,Service,1.0,S,False,CL,Home,0.010032,15160,1620,6079,3482,True,False,False,Sales,2,2,3,9.0,True,True,0.5965746,0.6060853,0.5118918,True,7.0,0
18000.0,False,False,False,True,0,16173.0,1309.5,Alone,Govt Job,1.0,M,False,CL,Home,0.019101,13094,5614,720,1490,True,False,False,Medicine,2,2,4,14.0,True,True,0.61374617,0.005947096,0.07596568,True,7.0,0
22500.0,False,False,True,False,0,144295.2,4654.8,Relative,Service,1.0,M,False,CL,Home,0.008866,13472,1558,1569,681,True,True,True,Medicine,2,2,3,15.0,True,True,0.39643472,0.51993454,0.07058052,True,4.0,1
10350.0,False,False,True,True,0,40752.0,3232.8,Alone,Service,2.0,S,False,CL,Family,0.031329,8444,106,8435,1117,True,False,False,Core,1,2,2,11.0,True,True,0.34164175,0.33889997,0.41010258,True,1.0,0
18000.0,False,False,True,False,2,13500.0,675.0,Relative,Service,1.0,M,False,RL,Home,0.00963,10234,1162,3680,2872,True,False,True,Laborers,4,2,3,17.0,True,True,0.19469157,0.50241274,0.75037515,True,2.0,0
13500.0,False,False,True,False,1,90000.0,2475.0,Alone,Service,1.0,D,False,CL,Family,0.026392,10368,155,10338,3041,True,False,False,Sales,2,2,4,11.0,True,True,0.15953958,0.7109069,0.19070596,True,0.0,0
27000.0,False,False,True,True,2,154602.0,4533.3,Alone,Service,1.0,M,False,CL,Home,0.032561,15801,1046,623,3994,True,False,False,Cleaning,4,1,5,14.0,True,True,0.5930765,0.73403853,0.088460565,True,2.0,0
9000.0,False,False,True,True,1,58500.0,2114.1,Alone,Service,2.0,M,False,CL,Home,0.005084,10079,688,4714,2757,True,True,True,Sales,3,2,1,16.0,True,True,0.43761766,0.69150907,0.50107515,True,2.0,0
11250.0,True,False,True,True,0,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.008474,16721,1267,9226,199,True,False,False,Laborers,2,2,5,9.0,True,True,0.5207726,0.53094864,0.40835884,True,0.0,0
9000.0,False,True,True,False,2,52257.6,1510.65,Alone,Commercial,1.0,M,False,CL,Home,0.031329,15672,195,6306,3902,True,False,False,Drivers,4,2,5,12.0,True,True,0.6773287,0.6382502,0.000527265,True,1.0,0
45000.0,False,False,False,True,1,89325.45,4573.8,Relative,Commercial,1.0,S,False,CL,Home,0.010006,15095,2083,2830,4814,True,False,False,Sales,2,1,0,9.0,True,True,0.4528804,0.7195603,0.52629495,True,2.0,0
17100.0,True,False,False,False,0,56412.45,3464.1,Alone,Service,1.0,S,False,CL,Home,0.020713,8415,880,41,1028,True,False,False,Laborers,1,2,4,10.0,True,True,0.058885645,0.17218247,0.46865967,True,1.0,0
8100.0,True,True,False,False,0,34380.0,1615.5,Alone,Service,1.0,S,False,CL,Home,0.018801,11729,826,740,1709,True,False,False,Laborers,1,2,2,14.0,True,True,0.37128899,0.5937572,0.4974689,True,2.0,0
24300.0,False,True,False,True,0,81404.1,2393.1,Alone,Service,1.0,M,False,CL,Home,0.009334,15106,4423,7545,4283,True,False,True,Sales,2,2,3,15.0,True,True,0.6136163,0.22862484,0.5424451,True,3.0,0
18000.0,True,False,True,False,1,95346.0,6879.15,Alone,Service,2.0,M,False,CL,Home,0.020246,11667,3135,1162,3533,True,True,False,Laborers,3,3,4,9.0,True,True,0.38722983,0.5199127,0.6594055,True,0.0,0
22500.0,False,True,True,False,0,79755.75,4142.7,Alone,Commercial,1.0,M,False,CL,Home,0.018801,16685,1922,8433,224,True,False,False,Laborers,2,2,1,6.0,True,True,0.334442,0.6267481,0.57620883,True,0.0,0
9000.0,False,False,True,True,1,11992.5,1304.55,Alone,nan,1.0,M,False,CL,Home,0.00733,14535,3740,4540,4540,True,False,False,Laborers,3,2,6,11.0,True,True,0.7192649,0.67794335,0.6528965,True,1.0,0
15750.0,True,False,False,True,0,67500.0,4924.8,Alone,Service,2.0,M,False,CL,Office,0.028663,12394,2046,3345,3682,True,True,True,Core,2,2,4,12.0,True,True,0.38077313,0.6740255,0.5388627,True,3.0,0
12600.0,True,False,True,True,1,22500.0,1777.5,Alone,Service,1.0,M,False,CL,Home,0.008625,15894,538,1469,632,True,True,True,Drivers,3,2,4,12.0,True,True,0.32240388,0.5285681,0.45789954,True,4.0,0
11250.0,False,True,True,True,0,28440.0,1457.55,Alone,Service,1.0,M,False,CL,Home,0.009549,18601,157,6518,2129,True,False,False,Accountants,2,2,2,14.0,True,True,0.8847804,0.4808334,0.34905526,True,0.0,0
20250.0,False,True,True,True,0,67950.0,1986.75,Partner,Service,1.0,M,False,CL,Home,0.009175,18349,2552,4378,1873,True,False,False,Core,2,2,1,18.0,True,True,0.8063686,0.7207502,0.69409263,True,1.0,0
18900.0,True,True,True,False,0,119180.7,4280.85,Alone,Service,1.0,M,False,CL,Home,0.010556,13490,188,6577,4343,True,True,True,Sales,2,3,4,16.0,True,True,0.46596596,0.48369446,0.7062051,True,3.0,0
12600.0,False,True,True,False,0,49752.0,2700.9,Alone,Service,1.0,D,False,CL,Municipal,0.02461,21372,308,14109,2652,True,True,True,Cleaning,1,2,1,15.0,True,True,0.6182479,0.7615146,0.000527265,True,0.0,0
29250.0,False,False,True,True,1,33750.0,1831.95,Alone,Commercial,2.0,M,False,CL,Home,0.014464,9137,865,2967,1827,True,True,False,Managers,3,2,1,7.0,True,True,0.15849814,0.3017069,0.2301589,True,3.0,0
22500.0,True,False,False,True,2,62553.6,3190.5,Alone,Service,2.0,M,False,CL,Home,0.008866,14403,2663,2225,4921,True,False,False,Laborers,4,2,2,19.0,True,True,0.18674123,0.35697573,0.28224844,True,0.0,0
18000.0,True,True,True,True,2,22500.0,1187.55,Alone,Service,2.0,M,False,CL,Home,0.018801,17813,1102,1797,1218,True,False,True,Managers,4,2,2,8.0,True,True,0.58852905,0.6410023,0.3457848,True,2.0,0
40500.0,True,False,False,True,1,140658.3,5370.3,Alone,Commercial,1.0,M,False,CL,Home,0.032561,9872,1318,2203,2566,True,False,True,Sales,3,1,1,14.0,True,True,0.34600317,0.6601964,0.26224896,True,0.0,0
14850.0,False,False,True,True,1,87415.2,4894.2,Relative,Service,2.0,M,False,CL,Home,0.018029,13707,673,682,681,True,False,False,Core,3,3,5,5.0,True,True,0.5759302,0.3612839,0.48665315,True,2.0,0
24750.0,True,False,False,True,1,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.018634,14738,946,299,4045,True,False,False,High skill tech,3,2,3,14.0,True,True,0.69485515,0.4956394,0.46865967,True,1.0,0
13500.0,True,False,False,True,0,26368.65,2988.0,Alone,nan,1.0,S,False,CL,Home,0.008866,20506,213,12299,3396,True,False,False,Laborers,1,2,5,17.0,True,True,0.6714845,0.53021336,0.58323795,True,3.0,0
15750.0,False,True,True,False,1,90000.0,2644.65,Alone,nan,2.0,M,False,CL,Home,0.01452,10951,2464,5155,1893,True,False,False,High skill tech,3,2,6,9.0,True,True,0.32121164,0.6560784,0.37740424,True,0.0,0
45000.0,True,False,False,True,1,105814.8,5415.75,Alone,Commercial,2.0,M,False,CL,Home,0.030755,11866,1055,6006,4197,True,False,False,Drivers,3,2,5,12.0,True,True,0.47821176,0.6852657,0.5226973,True,4.0,0
12600.0,True,False,True,True,0,80865.0,2621.7,Alone,Commercial,1.0,W,False,CL,Home,0.020713,21740,1455,12420,4451,True,True,True,Sales,1,3,4,12.0,True,True,0.74210757,0.10804688,0.36896873,True,3.0,0
18000.0,True,False,True,True,2,67500.0,2479.95,Alone,Commercial,2.0,M,False,CL,Home,0.04622,13247,848,4898,4474,True,True,False,Security,4,1,3,11.0,True,True,0.35891786,0.6133183,0.3539876,True,0.0,0
11250.0,False,False,True,False,1,31405.5,1468.35,Alone,Commercial,2.0,S,False,CL,Family,0.007274,11581,328,5260,3975,True,False,True,Sales,2,2,5,13.0,True,True,0.48740476,0.41536587,0.32331124,True,4.0,1
31500.0,False,True,False,True,1,25739.1,1843.2,Alone,Service,1.0,M,False,CL,Municipal,0.010006,15639,1029,1566,4044,True,False,True,Laborers,3,2,0,12.0,True,True,0.32417724,0.5854978,0.19294223,True,3.0,0
11250.0,False,True,True,True,1,21904.2,2179.35,Alone,Service,2.0,M,False,CL,Home,0.018801,12767,1582,6644,2959,True,False,False,Sales,3,2,6,8.0,True,True,0.83724684,0.63212395,0.7016958,True,5.0,0
22500.0,True,False,False,True,0,87948.0,2849.85,Alone,Service,1.0,D,False,CL,Home,0.007305,16316,1741,4785,3987,True,False,True,Sales,1,3,6,8.0,True,True,0.21573754,0.55026907,0.44183582,True,6.0,0
13500.0,False,False,True,True,1,31500.0,2703.6,Alone,Commercial,2.0,M,False,CL,Home,0.031329,10288,2616,5157,2063,True,True,True,Managers,3,2,3,12.0,True,True,0.74800915,0.22042058,0.5424451,True,2.0,0
18000.0,True,False,False,False,2,67500.0,5346.0,Alone,Service,2.0,M,False,CL,Home,0.007274,13655,1912,6056,6112,True,True,False,Sales,4,2,4,10.0,True,True,0.5287261,0.3778657,0.2539628,True,1.0,0
12600.0,False,True,False,False,0,44694.0,1228.95,Alone,Commercial,1.0,S,False,CL,Home,0.019689,11560,209,23,3168,True,False,False,Laborers,1,2,4,14.0,True,True,0.12065566,0.5968865,0.4650692,True,0.0,0
14400.0,True,False,True,False,0,67950.0,2878.65,Alone,Govt Job,1.0,M,False,CL,Home,0.018634,17039,9363,11187,582,True,True,False,Drivers,2,2,4,15.0,True,True,0.19649261,0.7505942,0.06003538,True,4.0,0
6750.0,False,True,False,True,1,47700.0,1955.7,Alone,Service,2.0,M,False,CL,Home,0.026392,12774,517,6771,3086,True,False,False,High skill tech,3,2,4,10.0,True,True,0.48029208,0.6981027,0.5424451,True,0.0,0
11700.0,False,False,True,True,0,47250.0,4499.1,Alone,Commercial,1.0,M,False,CL,Home,0.011657,14259,606,8384,3275,True,False,False,Cleaning,2,1,2,18.0,True,True,0.6638727,0.44490698,0.32806316,True,1.0,0
15750.0,False,False,False,True,0,6750.0,715.95,Alone,Service,1.0,S,False,CL,Home,0.035792,9510,1799,3860,2173,True,False,False,Sales,1,2,4,10.0,True,True,0.34291932,0.50261503,0.6195277,True,2.0,0
13500.0,False,True,True,True,0,27627.75,1859.4,Alone,Commercial,1.0,M,False,CL,Home,0.010147,19111,378,6738,2649,True,False,False,Managers,2,2,6,11.0,True,True,0.666772,0.4653591,0.8160924,True,4.0,0
11250.0,False,False,False,True,1,21614.4,1585.8,Relative,Service,1.0,M,False,CL,Home,0.018029,19727,1570,10227,2206,True,False,True,Laborers,3,3,5,7.0,True,True,0.65128464,0.64672357,0.24719094,True,0.0,0
18000.0,False,True,True,False,1,49588.2,3326.85,Alone,Service,2.0,M,False,CL,Home,0.018801,11939,745,1478,782,True,False,True,Sales,3,2,1,7.0,True,True,0.69577086,0.16454428,0.58674,True,3.0,0
13500.0,False,False,False,False,0,146558.7,3879.0,Alone,Service,1.0,S,False,CL,Municipal,0.003818,15599,669,3343,4940,True,True,True,Security,1,2,1,12.0,True,True,0.34984356,0.19781977,0.24853556,True,3.0,1
22500.0,True,False,True,False,0,128835.0,3766.95,Alone,Commercial,2.0,M,False,CL,Home,0.031329,16912,5473,4813,445,True,True,True,Core,2,2,4,9.0,True,True,0.22678418,0.63164073,0.3740208,True,2.0,0
13500.0,False,True,False,False,2,40500.0,2025.0,Alone,Commercial,1.0,M,False,RL,Municipal,0.031329,9673,663,4531,2366,True,False,True,Sales,4,2,3,9.0,True,True,0.08096301,0.5190557,0.4258929,True,6.0,0
13500.0,False,False,False,False,0,45000.0,2943.0,Relative,nan,1.0,S,False,CL,Home,0.026392,13121,546,1319,1148,True,False,True,Realty agents,1,2,5,14.0,True,True,0.6058083,0.7514324,0.6561584,True,3.0,0
9000.0,False,False,False,True,0,25373.7,2522.7,Alone,Service,1.0,M,False,CL,Home,0.008625,12267,3425,6263,4519,True,False,False,Laborers,2,2,3,17.0,True,True,0.6110101,0.58134705,0.6817059,True,6.0,0
22500.0,False,False,True,True,2,22500.0,1125.0,Alone,Commercial,1.0,M,False,RL,Home,0.022625,14280,4459,8204,5458,True,True,True,Sales,4,2,3,11.0,True,True,0.7644623,0.70335793,0.29859498,True,1.0,0
22500.0,True,False,True,True,1,83560.5,2973.6,Alone,Commercial,1.0,M,False,CL,Home,0.007305,15561,7319,2265,4312,True,True,True,Laborers,3,3,1,8.0,True,True,0.43081623,0.59115416,0.622922,True,1.0,0
25200.0,False,True,True,True,0,131425.2,4733.55,Relative,nan,1.0,W,False,CL,Home,0.04622,15524,1963,9409,4289,True,False,False,Managers,1,1,3,16.0,True,True,0.7983714,0.7378757,0.7281413,True,1.0,0
27000.0,False,False,True,True,2,64704.6,2520.0,Alone,Service,1.0,M,False,CL,Home,0.010032,11908,4018,10331,2547,True,False,False,Private service,4,2,3,9.0,True,True,0.38149038,0.51073724,0.5406544,True,7.0,0
15750.0,False,False,True,False,0,18000.0,900.0,Alone,Govt Job,1.0,M,False,RL,Home,0.019101,17101,7857,611,644,True,False,True,Cooking,2,2,4,13.0,True,True,0.6143642,0.5622997,0.48485148,True,1.0,0
29250.0,True,True,True,False,0,46800.0,1666.8,Alone,Service,2.0,D,False,CL,Home,0.026392,13634,2295,2633,4184,True,False,False,Managers,1,2,2,17.0,True,True,0.7286078,0.6074158,0.16740845,True,0.0,0
22500.0,True,True,True,True,5,70484.4,3403.8,Relative,Commercial,1.0,M,False,CL,Home,0.008625,14966,2178,1163,2209,True,False,False,Laborers,7,2,5,18.0,True,True,0.2671563,0.5787796,0.7252764,True,2.0,0
13500.0,True,True,True,True,2,76022.55,3028.05,Alone,Service,2.0,M,False,CL,Home,0.011703,10656,3378,10656,2691,True,False,False,Accountants,4,2,5,12.0,True,True,0.5881372,0.75356245,0.35233998,True,0.0,0
9000.0,False,True,True,True,0,22500.0,1095.3,Group,Service,2.0,D,False,CL,Home,0.010556,18130,666,4559,1670,True,True,True,Laborers,1,3,6,12.0,True,True,0.7548934,0.78758746,0.58323795,True,2.0,0
15300.0,True,False,True,True,1,45000.0,2188.8,Alone,Commercial,1.0,M,False,CL,Home,0.002506,12201,248,6280,2159,True,True,False,High skill tech,3,2,6,9.0,True,True,0.6107075,0.72488165,0.33125088,True,1.0,0
22500.0,False,False,True,False,0,71509.5,4977.0,Relative,nan,2.0,M,False,CL,Home,0.022625,9761,1951,4397,931,True,True,False,Sales,2,2,3,16.0,True,True,0.4484796,0.7797886,0.51549536,True,2.0,0
24750.0,True,True,False,False,1,54504.0,2553.75,Alone,Service,1.0,S,False,CL,Home,0.010032,12022,1299,102,4195,True,False,False,Laborers,2,2,6,5.0,True,True,0.32924628,0.55546933,0.3996756,True,7.0,0
10800.0,False,True,True,False,0,38152.8,2203.2,Alone,Service,2.0,S,False,CL,Home,0.008068,9139,850,3781,1730,True,True,False,Core,1,3,5,5.0,True,True,0.3914541,0.21235284,0.54423475,True,1.0,0
27000.0,False,False,True,True,0,118737.0,11286.9,Others,Commercial,1.0,W,False,CL,Home,0.020246,20745,7902,9513,3199,True,False,True,Accountants,1,3,4,15.0,True,True,0.80843186,0.54650515,0.6212263,True,4.0,0
18000.0,True,False,True,True,2,27450.0,1965.15,Alone,Service,2.0,M,False,CL,Home,0.031329,16589,8614,7084,127,True,True,False,Managers,4,2,5,11.0,True,True,0.5361551,0.6918868,0.5531647,True,0.0,0
9000.0,False,False,False,True,1,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Municipal,0.006671,13308,861,7422,3360,True,False,False,Laborers,3,2,3,11.0,True,True,0.45368215,0.6636659,0.73381454,True,1.0,0
22500.0,True,False,True,True,1,100692.0,4279.05,Alone,Govt Job,2.0,M,False,CL,Home,0.025164,12556,4184,2903,4214,True,False,False,Managers,3,2,3,9.0,True,True,0.40982917,0.51078093,0.5513813,True,0.0,0
22500.0,True,False,True,True,1,33294.6,1712.7,Alone,Govt Job,1.0,M,False,CL,Home,0.006629,10836,252,4865,2863,True,False,True,Low-skill Laborers,3,2,5,4.0,True,True,0.167743,0.5822196,0.8357765,True,3.0,0
27000.0,True,True,True,False,0,109602.0,5609.25,Relative,Commercial,1.0,M,False,CL,Home,0.04622,11706,1164,6231,4294,True,True,False,Drivers,2,1,3,17.0,True,True,0.5647099,0.017027507,0.5585066,True,1.0,0
8100.0,True,False,False,True,1,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.018209,17661,2748,7773,1024,True,False,True,Laborers,3,3,4,8.0,True,True,0.62803924,0.578049,0.45074728,True,2.0,0
27000.0,True,False,True,True,0,54504.0,3561.75,Alone,Commercial,2.0,M,False,CL,Family,0.030755,10648,1830,4926,3302,True,False,False,Secretaries,2,2,2,15.0,True,True,0.3400252,0.31293866,0.090220936,True,0.0,0
48150.0,True,False,True,True,0,128835.0,3780.0,Alone,Service,2.0,M,False,CL,Home,0.035792,12937,305,779,4401,True,True,True,Accountants,2,2,6,11.0,True,True,0.50390095,0.59426343,0.57091653,True,0.0,0
20250.0,False,False,False,False,0,104256.0,3173.85,Alone,Commercial,2.0,M,False,CL,Home,0.022625,12462,2846,6555,3881,True,False,False,Core,2,2,5,13.0,True,True,0.573519,0.53597194,0.5531647,True,2.0,0
27000.0,False,False,False,False,0,75519.0,3868.65,Alone,Service,2.0,D,False,CL,Home,0.031329,14321,597,1527,5035,True,False,False,Accountants,1,2,3,8.0,True,True,0.5710914,0.65842324,0.4188543,True,4.0,0
22500.0,False,False,False,False,0,137250.0,4161.15,Alone,Service,2.0,M,False,CL,Home,0.008575,13910,3964,7769,4555,True,False,False,Core,2,2,6,12.0,True,True,0.6237071,0.5303114,0.60927564,True,0.0,0
15750.0,True,False,True,False,0,80798.4,2670.3,Relative,Commercial,1.0,M,False,CL,Home,0.019101,11130,2546,1856,2745,True,False,False,Sales,2,2,6,11.0,True,True,0.37480977,0.66057897,0.6722429,True,4.0,0
31500.0,False,True,True,False,1,225000.0,5935.5,Alone,Commercial,2.0,M,False,CL,Home,0.072508,12483,184,2589,1768,True,False,True,Managers,3,1,5,14.0,True,True,0.5235934,0.7102954,0.32806316,True,2.0,0
20250.0,True,False,True,False,0,23985.0,2846.25,Alone,Service,2.0,M,False,CL,Home,0.04622,10551,537,373,3153,True,False,False,Sales,2,1,3,16.0,True,True,0.4441545,0.6149921,0.5388627,True,3.0,0
10381.5,True,False,False,True,0,49500.0,2016.0,Alone,Commercial,1.0,M,False,CL,Home,0.018801,8376,301,2458,1042,True,True,True,Sales,2,2,4,8.0,True,True,0.23172122,0.7109429,0.38079968,True,2.0,0
22500.0,False,True,True,False,0,96436.8,5151.15,Alone,Service,2.0,W,False,CL,Home,0.04622,16251,857,1980,1979,True,False,False,Laborers,1,1,3,10.0,True,True,0.73695874,0.6518474,0.73381454,True,4.0,0
9000.0,False,False,False,False,0,81666.0,2647.35,Relative,Commercial,1.0,M,False,CL,Home,0.009175,19455,6990,10955,2994,True,True,False,Core,2,2,3,15.0,True,True,0.712063,0.70163953,0.6380435,True,1.0,0
20250.0,True,False,False,True,0,45000.0,1714.05,Alone,Commercial,2.0,S,False,CL,Family,0.0228,8965,881,1360,1627,True,True,False,Core,1,2,4,13.0,True,True,0.6995855,0.4727491,0.19977057,True,3.0,0
15750.0,False,True,True,False,0,15282.0,1501.65,Alone,Commercial,2.0,S,False,CL,Home,0.020246,16512,1309,4849,43,True,False,True,Managers,1,3,2,11.0,True,True,0.62233895,0.49678192,0.5100895,True,7.0,0
18000.0,False,False,True,True,0,69300.0,2455.2,Alone,Service,1.0,M,False,CL,Home,0.018634,12873,3640,622,4093,True,False,False,Laborers,2,2,1,12.0,True,True,0.18823864,0.5990681,0.17146836,True,9.0,1
10350.0,True,False,True,True,1,22500.0,1790.55,Relative,Service,1.0,S,False,CL,Home,0.028663,12003,654,2812,930,True,False,False,Sales,2,2,2,9.0,True,True,0.45560208,0.26731992,0.622922,True,0.0,0
11700.0,False,False,False,False,0,31841.1,2976.75,Alone,Commercial,2.0,D,False,CL,Home,0.006852,14212,335,2401,3486,True,False,True,Core,1,3,5,8.0,True,True,0.60530794,0.37337822,0.53348166,True,0.0,0
45000.0,True,False,False,True,0,36000.0,4071.6,Alone,Commercial,2.0,M,False,CL,Municipal,0.032561,14327,919,6851,5003,True,True,True,Managers,2,1,3,14.0,True,True,0.5996067,0.70965594,0.40487838,True,3.0,0
216000.0,False,False,False,True,1,125568.0,4162.95,Alone,Commercial,2.0,M,False,CL,Home,0.007305,16179,247,1764,4052,True,False,False,Accountants,3,3,5,14.0,True,True,0.6892868,0.6665008,0.24585122,True,0.0,0
40500.0,True,False,False,True,0,128835.0,3780.0,Alone,Service,2.0,M,False,CL,Home,0.010147,16356,1082,8480,4213,True,False,False,Core,2,2,1,13.0,True,True,0.5026436,0.61567533,0.5884878,True,2.0,0
9900.0,False,False,False,True,0,67500.0,2190.6,Relative,Service,1.0,W,False,CL,Home,0.026392,15763,1617,4073,4978,True,False,True,Sales,1,2,4,11.0,True,True,0.2741039,0.7222881,0.54423475,True,0.0,0
22500.0,False,True,True,False,0,52737.3,3850.65,Alone,Commercial,1.0,D,False,CL,Home,0.007274,19844,2056,5566,3352,True,False,False,Laborers,1,2,4,12.0,True,True,0.8318884,0.5947221,0.57620883,True,2.0,0
15750.0,True,False,True,True,0,57607.2,2814.75,Alone,Service,1.0,S,False,CL,Home,0.025164,10579,662,4761,2939,True,False,False,Laborers,1,2,2,12.0,True,True,0.20076847,0.26651978,0.14375806,True,0.0,0
9000.0,False,False,False,False,2,125568.0,4149.9,Alone,Service,1.0,M,False,CL,Municipal,0.009657,14399,7562,8521,4187,True,False,True,Sales,4,2,4,12.0,True,True,0.44520226,0.639703,0.40835884,True,0.0,0
22500.0,False,False,False,True,0,54734.4,2982.15,Alone,Commercial,2.0,S,False,CL,Home,0.006233,11941,2492,6257,4549,True,False,False,Secretaries,1,2,2,12.0,True,True,0.54733765,0.63903236,0.50468135,True,1.0,0
11250.0,False,False,False,False,0,67500.0,5346.0,Alone,Commercial,2.0,M,False,CL,Home,0.018634,12189,1599,1213,2010,True,False,True,Private service,2,2,3,19.0,True,True,0.33752432,0.3759604,0.25946766,True,2.0,1
33300.0,True,False,True,True,0,79083.0,5297.85,Alone,Service,2.0,M,False,CL,Home,0.010032,11021,3368,4836,3209,True,False,True,Managers,2,2,1,9.0,True,True,0.30050096,0.46378708,0.31859553,True,2.0,0
7200.0,True,False,False,True,2,48006.0,1822.5,Alone,Service,1.0,M,False,CL,Family,0.018801,13703,1482,151,5560,True,False,False,Medicine,4,2,5,12.0,True,True,0.38527474,0.2914929,0.51729655,True,3.0,0
9000.0,False,False,True,True,0,14925.6,1580.85,Alone,Commercial,1.0,M,False,CL,Home,0.035792,19226,4670,9412,2779,True,False,False,Cleaning,2,2,2,14.0,True,True,0.719907,0.6314525,0.71215516,True,1.0,0
22500.0,False,False,False,True,2,72846.0,7662.6,Alone,Service,1.0,M,False,CL,Home,0.010006,10974,511,1144,3506,True,False,False,Laborers,4,1,4,13.0,True,True,0.31630352,0.49278608,0.28371188,True,0.0,0
20250.0,True,True,False,False,3,168726.6,6871.95,Alone,Service,2.0,M,False,CL,Home,0.006629,13226,3005,5285,4387,True,False,False,Accountants,5,2,1,9.0,True,True,0.70592433,0.7547585,0.5620605,True,0.0,0
20250.0,False,False,True,False,0,111384.0,4430.25,Alone,Service,1.0,M,False,CL,Home,0.006671,17243,1567,2169,769,True,True,True,Sales,2,2,1,16.0,True,True,0.7444201,0.6780436,0.13342926,True,4.0,0
18000.0,True,False,True,True,1,55350.0,3537.0,Partner,nan,2.0,M,False,CL,Home,0.00963,12682,1166,6652,4693,True,False,True,Managers,3,2,4,12.0,True,True,0.6247376,0.5801278,0.78383243,True,4.0,0
45000.0,False,True,True,True,2,29628.0,2353.95,Alone,Commercial,1.0,M,False,CL,Home,0.020713,12772,616,1906,2415,True,False,False,Managers,4,1,4,10.0,True,True,0.7349972,0.55280036,0.4365065,True,1.0,0
18000.0,False,False,True,False,2,94230.0,3052.8,Alone,Govt Job,1.0,M,False,CL,Home,0.020246,12887,625,6223,5417,True,False,False,Sales,4,3,4,15.0,True,True,0.28688616,0.422072,0.3077367,True,0.0,0
33750.0,False,True,False,False,0,90000.0,5025.6,Alone,Service,2.0,W,False,CL,Home,0.018801,23152,8953,6910,1030,True,False,True,Core,1,2,2,9.0,True,True,0.84324545,0.41366228,0.3457848,True,1.0,0
8100.0,False,False,False,True,0,22500.0,1221.3,Alone,Commercial,1.0,D,False,CL,Home,0.006008,14616,2103,8409,5179,True,False,False,Sales,1,2,4,17.0,True,True,0.87125033,0.5279414,0.5549468,True,2.0,0
31500.0,True,False,True,True,0,91126.35,3874.05,Alone,Service,1.0,S,False,CL,Home,0.030755,14648,1029,8670,2383,True,False,False,Managers,1,2,2,13.0,True,True,0.6321515,0.56037205,0.57091653,True,2.0,0
15750.0,False,False,True,True,1,17790.3,1409.85,Alone,Service,1.0,M,False,CL,Home,0.00823,10998,1044,376,3110,True,False,False,Sales,3,2,3,12.0,True,True,0.16737558,0.19234324,0.28371188,True,0.0,0
22500.0,False,True,True,True,0,150294.16,5237.1,Group,nan,1.0,S,False,CL,Home,0.030755,21701,3497,1825,5161,True,False,False,Security,1,2,1,14.0,True,True,0.6293289,0.4825204,0.19070596,True,0.0,0
8550.0,False,False,True,False,2,65449.8,3148.65,Alone,Commercial,2.0,M,False,CL,Home,0.018801,13708,4625,1442,4747,True,False,True,High skill tech,4,2,6,13.0,True,True,0.40965387,0.6194352,0.51729655,True,5.0,1
15750.0,True,False,False,True,0,28440.0,1645.65,Alone,Commercial,2.0,S,False,CL,Family,0.008866,8382,664,8333,715,True,False,True,Sales,1,2,4,11.0,True,True,0.14252323,0.3358788,0.37910047,True,2.0,0
13050.0,False,True,True,False,0,14836.5,1269.0,Alone,Service,1.0,M,False,CL,Home,0.011703,13032,1042,6238,4033,True,True,False,Drivers,2,2,3,9.0,True,True,0.1604865,0.6899301,0.24853556,True,2.0,0
18000.0,True,False,True,False,0,27000.0,1804.05,Alone,Commercial,2.0,M,False,CL,Family,0.003069,11188,490,3789,3789,True,False,True,Sales,2,3,4,15.0,True,True,0.5131751,0.6388558,0.34741822,True,0.0,0
18000.0,False,True,False,False,1,36000.0,3890.25,Alone,Service,1.0,S,False,CL,Home,0.019689,10883,2087,4562,2869,True,False,False,Sales,2,2,1,15.0,True,True,0.4106718,0.32567522,0.39794633,True,1.0,0
8100.0,False,True,False,True,1,9169.2,1101.15,Alone,Service,1.0,M,False,CL,Home,0.009657,12072,2152,2444,3312,True,False,True,Managers,3,2,4,17.0,True,True,0.48261148,0.54692787,0.60927564,True,0.0,0
13500.0,True,False,True,True,0,32702.4,1603.35,Alone,Service,1.0,D,False,CL,Family,0.005002,10313,1174,2027,2221,True,True,False,Sales,1,3,6,9.0,True,True,0.40818393,0.5100432,0.40487838,True,3.0,0
36000.0,True,False,False,False,1,52200.0,2035.8,Alone,Govt Job,2.0,M,False,CL,Office,0.010006,14980,2847,1904,4660,True,False,True,Managers,3,1,2,12.0,True,True,0.68642664,0.6618771,0.67065173,True,2.0,0
11250.0,False,False,False,True,0,84099.6,2325.6,Alone,Commercial,2.0,M,False,CL,Home,0.025164,11170,512,2757,3856,True,False,True,Core,2,2,6,10.0,True,True,0.7658648,0.29331627,0.6738301,True,0.0,0
9000.0,True,False,True,False,1,75519.0,3632.85,Relative,Service,2.0,M,False,CL,Home,0.0228,11124,342,647,2494,True,True,False,Secretaries,3,2,4,10.0,True,True,0.64056647,0.46181902,0.37233368,True,4.0,0
22050.0,False,False,True,True,0,67500.0,3260.25,Alone,Service,1.0,M,False,CL,Home,0.026392,14352,6307,4021,4224,True,True,True,Laborers,2,2,6,10.0,True,True,0.72144264,0.665489,0.71803284,True,4.0,0
6750.0,False,False,True,True,0,105493.5,4482.45,Alone,Govt Job,1.0,M,False,CL,Home,0.011703,16338,8222,9188,4460,True,False,False,Secretaries,2,2,6,11.0,True,True,0.45554507,0.40306452,0.5513813,True,6.0,0
20250.0,False,False,True,True,1,52128.0,2840.85,Alone,Service,1.0,M,False,CL,Home,0.020246,9876,669,300,818,True,True,True,Medicine,3,3,2,9.0,True,True,0.5795034,0.2467369,0.24318647,True,1.0,0
20250.0,False,False,True,True,1,46350.0,2041.65,Alone,Service,1.0,S,False,CL,Home,0.022625,14983,7838,7820,3899,True,False,False,Laborers,2,2,3,16.0,True,True,0.32106903,0.7382012,0.4740513,True,2.0,0
36000.0,True,False,True,True,0,124650.0,3657.6,Alone,Commercial,2.0,D,False,CL,Office,0.030755,12799,801,938,3585,True,True,True,Private service,1,2,4,14.0,True,True,0.39430258,0.6103269,0.19862005,True,1.0,0
9450.0,False,False,True,True,0,22500.0,1125.0,Alone,Govt Job,2.0,M,False,RL,Home,0.020246,16497,9359,6231,53,True,False,False,Core,2,3,2,5.0,True,True,0.6418395,0.3513388,0.63970757,True,0.0,0
18000.0,True,False,False,True,1,26665.2,1361.25,Alone,Govt Job,2.0,D,False,CL,Home,0.002134,14241,3439,6740,5095,True,True,False,Core,2,3,4,12.0,True,True,0.74315506,0.25776073,0.11033243,True,9.0,0
25200.0,False,False,False,True,1,69597.0,3566.25,Alone,Service,2.0,M,False,CL,Home,0.010032,10666,1428,4902,3349,True,False,False,Waiters/barmen,3,2,3,3.0,True,True,0.30632797,0.4239988,0.6380435,True,1.0,0
13500.0,False,False,True,True,1,135000.0,3712.5,Alone,Service,2.0,M,False,CL,Home,0.010556,15397,6701,614,4807,True,True,True,Managers,3,3,3,14.0,True,True,0.790228,0.64953125,0.7610264,True,0.0,0
10350.0,False,False,True,True,0,52649.1,2817.9,Alone,Service,1.0,M,False,CL,Home,0.020713,13634,5499,6941,3848,True,True,False,Sales,2,2,2,11.0,True,True,0.5775334,0.49526224,0.48665315,True,0.0,0
36000.0,True,False,True,False,0,75519.0,3632.85,Alone,Service,2.0,M,False,CL,Home,0.00733,18425,5540,8143,1968,True,True,True,High skill tech,2,2,4,10.0,True,True,0.7139532,0.640947,0.16146308,True,1.0,0
29250.0,False,True,True,True,0,77029.2,3276.45,Alone,Service,1.0,M,False,CL,Home,0.018634,19734,1304,3516,1625,True,False,False,Laborers,2,2,0,11.0,True,True,0.8777016,0.75515896,0.5884878,True,8.0,0
18000.0,False,True,False,False,0,45450.0,1645.2,Alone,nan,1.0,M,False,CL,Municipal,0.006233,15404,5584,3706,3680,True,True,True,Laborers,2,2,3,21.0,True,True,0.5855225,0.62483287,0.4188543,True,3.0,0
22500.0,True,False,True,True,2,31276.8,1696.5,Alone,Service,2.0,S,False,CL,Home,0.010966,11462,28,2463,4090,True,True,False,Sales,3,2,3,16.0,True,True,0.6114806,0.62090844,0.5064842,True,4.0,0
21150.0,True,False,True,True,0,72956.7,2716.65,Relative,Govt Job,2.0,M,False,CL,Home,0.035792,12251,839,591,616,True,False,False,Core,2,2,5,17.0,True,True,0.26487982,0.6203884,0.43296167,True,6.0,0
15750.0,False,True,False,True,1,48564.0,3826.35,Alone,Service,1.0,M,False,CL,Home,0.018634,13525,3000,1896,3079,True,False,False,Sales,3,2,1,9.0,True,True,0.40584353,0.5567541,0.59197664,True,3.0,0
13500.0,False,True,False,True,1,28887.3,1893.6,Alone,Service,1.0,M,False,CL,Home,0.022625,11965,3381,6038,4148,True,False,False,Laborers,3,2,3,9.0,True,True,0.5027475,0.68542135,0.45969045,True,1.0,0
20700.0,False,False,True,False,1,99000.0,2907.45,Alone,Service,1.0,D,False,CL,Family,0.014464,12488,3347,2817,3965,True,False,False,Laborers,2,2,5,6.0,True,True,0.12271137,0.60856766,0.6380435,True,3.0,0
22500.0,True,False,True,True,0,137448.0,4180.05,Alone,Commercial,2.0,M,False,CL,Home,0.02461,20325,811,5973,3543,True,False,True,Managers,2,2,5,10.0,True,True,0.7848356,0.7238687,0.5208976,True,1.0,0
20250.0,True,False,True,False,0,57362.85,2138.85,Alone,Commercial,1.0,M,False,CL,Home,0.016612,14234,1880,2342,4728,True,False,True,Laborers,2,2,1,17.0,True,True,0.5874176,0.23804364,0.6594055,True,2.0,0
20250.0,True,False,False,True,2,54000.0,2700.0,Alone,Service,1.0,M,False,RL,Home,0.032561,14484,497,8629,4035,True,False,False,Drivers,4,1,1,12.0,True,True,0.5972169,0.69871074,0.64136827,True,3.0,0
10350.0,True,False,True,True,1,32702.4,1890.45,Alone,Service,1.0,D,False,CL,Home,0.020246,11241,123,4273,493,True,False,False,Cooking,2,3,4,13.0,True,True,0.293411,0.48937038,0.4974689,True,0.0,0
15750.0,True,True,True,True,0,55380.6,2677.05,Alone,Govt Job,1.0,M,False,CL,Home,0.025164,16246,4152,3370,4590,True,False,False,Drivers,2,2,1,11.0,True,True,0.41776463,0.1621921,0.36061257,True,4.0,1
42750.0,False,False,True,False,2,162269.1,4757.4,Alone,Service,2.0,M,False,CL,Home,0.006629,14122,5945,3475,4770,True,False,False,Managers,4,2,5,8.0,True,True,0.45567882,0.6979091,0.4974689,True,6.0,0
67500.0,True,True,True,True,3,52128.0,2221.65,Alone,Service,2.0,M,False,CL,Home,0.010966,15455,3425,232,4990,True,False,True,High skill tech,5,2,3,16.0,True,True,0.7916677,0.7927251,0.2881296,True,2.0,0
36000.0,False,False,True,True,0,192830.4,7957.8,Alone,Commercial,2.0,M,False,CL,Home,0.072508,14327,732,8361,967,True,False,False,Managers,2,1,5,15.0,True,True,0.76097,0.68961656,0.6594055,True,3.0,0
11250.0,False,False,True,True,0,78192.0,2821.5,Alone,Service,1.0,D,False,CL,Home,0.031329,19688,9661,4957,2754,True,False,False,High skill tech,1,2,6,14.0,True,True,0.6543659,0.49416897,0.62630427,True,0.0,0
22500.0,True,False,False,True,2,153051.75,4050.45,Relative,Commercial,2.0,M,False,CL,Home,0.025164,11664,981,1410,3919,True,False,False,Core,4,2,1,9.0,True,True,0.5719616,0.59531754,0.5549468,True,0.0,0
36000.0,False,False,True,False,1,95337.9,5336.55,Alone,Commercial,1.0,D,False,CL,Family,0.018801,13175,1339,4766,4824,True,False,False,Laborers,2,2,3,9.0,True,True,0.47989714,0.58457404,0.6769925,True,4.0,0
16650.0,True,True,True,True,1,78192.0,6190.65,Relative,Service,2.0,M,False,CL,Home,0.010006,10143,1688,4655,876,True,False,False,Core,3,1,5,13.0,True,True,0.38145283,0.6656545,0.28961125,True,3.0,0
27000.0,False,False,False,True,0,36319.05,3826.8,Alone,Commercial,2.0,D,False,CL,Home,0.014464,15418,1413,9475,4611,True,False,False,Sales,1,2,1,3.0,True,True,0.79063654,0.49687487,0.563835,True,4.0,0
11250.0,False,False,False,True,0,15282.0,1658.7,Alone,Service,1.0,M,False,CL,Home,0.010006,15483,1013,1451,4065,True,True,True,Sales,2,2,1,10.0,True,True,0.31269225,0.74377877,0.2764407,True,2.0,0
15750.0,True,False,False,True,2,157500.0,4958.55,Alone,Service,1.0,M,False,CL,Home,0.028663,12868,1925,6930,4544,True,False,False,Security,4,2,2,8.0,True,True,0.50624317,0.6074836,0.45253357,True,5.0,1
36000.0,True,True,False,True,0,135000.0,3960.45,Alone,Commercial,2.0,M,False,CL,Home,0.028663,10304,238,945,672,True,False,False,Sales,2,2,2,11.0,True,True,0.67097926,0.70675933,0.28224844,True,6.0,0
13500.0,False,False,True,True,0,30220.65,1652.4,Alone,Service,2.0,M,False,CL,Home,0.003813,11490,495,445,3186,True,False,False,Laborers,2,2,6,6.0,True,True,0.32399133,0.17300376,0.61782616,True,1.0,1
40275.0,True,False,False,True,2,76500.0,8046.0,Alone,Service,2.0,M,False,CL,Home,0.072508,11575,2176,6264,2723,True,False,True,Drivers,4,1,4,9.0,True,True,0.6601901,0.7549365,0.7463002,True,2.0,0
33750.0,False,True,False,False,1,78192.0,4140.0,Alone,Govt Job,1.0,S,False,CL,Home,0.006671,17064,7228,859,561,True,False,False,Laborers,2,2,2,15.0,True,True,0.658411,0.2744372,0.27356467,True,0.0,0
22500.0,True,True,True,False,0,112500.0,4461.75,Alone,Commercial,2.0,M,False,CL,Home,0.072508,10719,383,3974,2943,True,False,True,Laborers,2,1,1,12.0,True,True,0.24584426,0.71732205,0.33445412,True,0.0,0
9000.0,False,False,True,True,2,13500.0,675.0,Relative,Service,1.0,M,False,RL,Home,0.006852,12892,1232,1006,3349,True,False,False,Cooking,4,3,1,10.0,True,True,0.31820288,0.45192736,0.71803284,True,0.0,0
27900.0,True,False,False,True,0,24727.5,1926.45,Alone,Service,2.0,M,False,CL,Home,0.010643,23107,653,5497,4310,True,False,False,Security,2,2,3,12.0,True,True,0.85384756,0.6483057,0.21518241,True,0.0,1
11250.0,False,False,False,True,1,18244.8,2178.0,Alone,Commercial,2.0,M,False,CL,Home,0.022625,12354,114,1653,2823,True,False,False,Core,3,2,6,12.0,True,True,0.42044175,0.58294284,0.45432106,True,3.0,0
15750.0,False,False,False,True,0,59848.65,1990.8,Alone,Service,1.0,M,False,CL,Home,0.008866,17191,2743,1506,735,True,False,False,Sales,2,2,3,10.0,True,True,0.60457915,0.19633876,0.66585493,True,2.0,0
13500.0,False,False,False,True,0,84874.5,3751.65,Alone,Service,1.0,S,False,CL,Rental,0.019689,16706,1065,3270,252,True,False,False,Sales,1,2,3,13.0,True,True,0.5374365,0.50146157,0.57620883,True,0.0,0
9000.0,False,False,True,False,2,27450.0,1869.75,Alone,Commercial,2.0,M,False,CL,Family,0.018209,10174,1259,1695,2334,True,True,True,Accountants,4,3,4,13.0,True,True,0.09837527,0.5270203,0.24585122,True,0.0,0
11250.0,True,False,True,True,1,22500.0,1930.95,Alone,Service,2.0,D,False,CL,Home,0.010147,13407,879,6963,4792,True,True,False,Drivers,2,2,3,8.0,True,True,0.43017474,0.5279414,0.6496203,True,0.0,0
31500.0,False,False,True,True,1,74628.0,4769.1,Alone,Service,2.0,M,False,CL,Family,0.030755,13098,4641,4782,4606,True,False,False,Managers,3,2,4,14.0,True,True,0.43025059,0.6726932,0.42061096,True,3.0,0
22500.0,True,True,False,False,1,101920.5,3103.2,Alone,Commercial,1.0,S,False,CL,Home,0.072508,11356,602,335,3224,True,False,False,Laborers,2,1,1,14.0,True,True,0.26200512,0.30239382,0.4632753,True,1.0,1
31500.0,True,False,True,False,0,131211.0,4875.3,Alone,Commercial,2.0,S,False,CL,Home,0.032561,10293,133,393,2865,True,False,False,Managers,1,1,2,9.0,True,True,0.25122607,0.3377251,0.27500036,True,0.0,0
8100.0,True,False,False,False,0,100692.0,4279.05,Relative,Service,2.0,M,False,CL,Home,0.006207,21638,2664,12728,5022,True,True,False,Sales,2,2,5,13.0,True,True,0.7117965,0.55442697,0.3996756,True,0.0,0
22500.0,True,False,True,True,0,112500.0,3289.5,Alone,Commercial,1.0,M,False,CL,Home,0.032561,18558,2222,10741,2091,True,True,True,Managers,2,1,6,16.0,True,True,0.5635471,0.7821489,0.59197664,True,0.0,0
22500.0,False,False,False,True,0,78192.0,3457.35,Alone,Service,2.0,M,False,CL,Home,0.01885,16987,2423,10962,535,True,False,True,Sales,2,2,2,17.0,True,True,0.087198704,0.43724117,0.18088798,True,4.0,0
20250.0,True,False,True,True,1,32346.0,2515.95,Alone,Commercial,1.0,M,False,CL,Home,0.011703,13394,3839,6514,3427,True,False,False,Laborers,3,2,1,11.0,True,True,0.15796831,0.54115087,0.05203641,True,1.0,0
13500.0,False,True,False,True,1,128835.0,3780.0,Alone,Commercial,1.0,M,False,CL,Home,0.018801,16048,6799,3884,1,True,False,False,Medicine,3,2,3,9.0,True,True,0.59403825,0.65683293,0.6430256,True,0.0,0
27000.0,False,True,False,False,0,84874.5,4096.35,Alone,Service,1.0,M,False,CL,Office,0.018634,9184,840,1059,1867,True,True,True,Sales,2,2,6,12.0,True,True,0.27758944,0.52504665,0.3409064,True,0.0,0
13500.0,False,True,True,True,1,16650.0,1328.4,Partner,Service,1.0,M,False,CL,Home,0.008625,14528,1022,1229,4166,True,False,False,Private service,3,2,2,10.0,True,True,0.76723784,0.6517333,0.622922,True,5.0,0
9000.0,False,False,False,False,0,81404.1,2393.1,Alone,Service,1.0,M,False,CL,Home,0.022625,13821,537,7933,1517,True,True,False,Laborers,2,2,3,18.0,True,True,0.34476808,0.50196993,0.37233368,True,1.0,0
9000.0,False,True,False,True,0,18000.0,900.0,Alone,Commercial,2.0,M,False,RL,Home,0.018209,7825,420,224,446,True,False,False,Core,2,3,2,13.0,True,True,0.5642101,0.6690429,0.42413032,True,2.0,0
15750.0,True,False,False,False,0,28017.0,3181.5,Alone,Commercial,1.0,M,False,CL,Family,0.022625,9513,1117,4204,2180,True,False,True,Sales,2,2,1,16.0,True,True,0.29514948,0.63120306,0.28224844,True,3.0,0
9000.0,True,False,True,True,0,29250.0,2141.55,Relative,Service,1.0,M,False,CL,Home,0.015221,12394,2428,1252,817,True,False,False,Realty agents,2,2,4,14.0,True,True,0.6201571,0.6651384,0.45789954,True,6.0,0
13500.0,True,False,False,True,2,107820.0,3165.3,Alone,Service,2.0,M,False,CL,Home,0.001417,15456,3563,1610,4429,True,False,True,Managers,4,2,3,8.0,True,True,0.65509325,0.56794256,0.44183582,True,3.0,0
20250.0,True,False,False,True,0,105129.45,3087.0,Alone,Govt Job,2.0,M,False,CL,Municipal,0.019689,13701,3047,6298,3974,True,True,True,High skill tech,2,2,6,9.0,True,True,0.44417635,0.6629138,0.46686402,True,1.0,0
13500.0,False,True,False,False,0,197107.2,6851.25,Alone,Service,2.0,M,False,CL,Home,0.003818,19068,1581,2659,2580,True,True,True,Laborers,2,2,5,9.0,True,True,0.8604967,0.7447236,0.5620605,True,0.0,0
18000.0,False,False,False,True,1,52128.0,4106.25,Alone,Service,2.0,M,False,CL,Home,0.010276,16047,5155,4267,4569,True,False,False,Accountants,3,2,2,9.0,True,True,0.83657604,0.6595928,0.832785,True,0.0,0
13500.0,False,False,True,True,0,67500.0,2628.45,Alone,Service,1.0,W,False,CL,Home,0.026392,21242,1884,4208,4752,True,False,False,Laborers,1,2,4,16.0,True,True,0.79050773,0.6537457,0.63470554,True,0.0,0
9000.0,False,False,True,False,0,18000.0,900.0,Alone,Commercial,1.0,M,False,RL,Home,0.035792,18831,2298,1376,2332,True,True,True,Core,2,2,6,19.0,True,True,0.78470415,0.6865754,0.42765737,True,1.0,0
11250.0,False,False,True,False,0,67500.0,2119.5,Alone,Commercial,2.0,M,False,CL,Home,0.035792,19885,6145,4884,3435,True,True,False,Accountants,2,2,2,13.0,True,True,0.8162347,0.69428235,0.45074728,True,1.0,0
22500.0,False,False,False,True,2,14850.0,1599.3,Alone,Service,1.0,M,False,CL,Home,0.028663,14064,988,6006,3871,True,False,False,Laborers,4,2,1,9.0,True,True,0.54084516,0.27234775,0.19747451,True,4.0,0
20250.0,False,False,True,True,0,94230.0,3052.8,Alone,Commercial,1.0,M,False,CL,Home,0.035792,12331,172,142,4801,True,False,True,Laborers,2,2,1,16.0,True,True,0.20245026,0.5367061,0.48845518,True,1.0,0
11250.0,False,False,False,True,0,38250.0,1912.5,Alone,Commercial,2.0,M,False,RL,Municipal,0.072508,11865,1441,5520,3651,True,False,True,Accountants,2,1,2,16.0,True,True,0.44954026,0.71272814,0.6512602,True,0.0,0
40500.0,True,False,False,True,0,105644.7,3420.9,Alone,Commercial,2.0,M,False,CL,Home,0.010643,16568,1734,1629,119,True,False,False,Managers,2,2,3,12.0,True,True,0.822041,0.6488888,0.42236966,True,7.0,0
11250.0,True,False,True,True,1,76022.55,3028.05,Partner,Commercial,2.0,M,False,CL,Home,0.031329,11092,34,234,1562,True,False,True,Sales,3,2,5,16.0,True,True,0.34246734,0.61814046,0.6738301,True,1.0,0
13500.0,True,True,True,False,0,67500.0,3495.15,Alone,Service,1.0,S,False,CL,Family,0.030755,9958,2801,4396,2633,True,True,True,Sales,1,2,4,20.0,True,True,0.30095825,0.52660054,0.41184855,True,0.0,0
18000.0,False,True,False,True,0,80865.0,3146.4,Alone,Commercial,1.0,D,False,CL,Home,0.018209,20465,8206,2894,3966,True,False,False,Medicine,1,3,5,6.0,True,True,0.6830434,0.38354203,0.49386287,True,3.0,0
18900.0,False,True,True,False,0,130381.2,3452.4,Alone,Commercial,1.0,M,False,CL,Municipal,0.072508,20560,4183,11467,3915,True,False,True,High skill tech,2,1,2,11.0,True,True,0.5920884,0.61158997,0.60927564,True,0.0,0
18000.0,True,False,False,True,0,103583.25,3354.3,Partner,Service,1.0,M,False,CL,Home,0.019101,15993,1067,3682,4755,True,False,False,Core,2,2,3,14.0,True,True,0.82316065,0.55666775,0.563835,True,5.0,0
15750.0,True,True,False,False,0,135000.0,3712.5,Alone,Service,2.0,M,False,CL,Home,0.030755,14984,226,548,4547,True,True,True,Core,2,2,5,15.0,True,True,0.74295086,0.65576255,0.292588,True,0.0,1
15750.0,True,False,False,True,0,52649.1,2952.9,Alone,Service,1.0,S,False,CL,Family,0.030755,9435,1218,1852,2104,True,False,False,Laborers,1,2,1,15.0,True,True,0.07868675,0.6339984,0.6041126,True,3.0,0
13500.0,False,True,False,True,1,40500.0,1982.7,Partner,Service,1.0,M,False,CL,Home,0.025164,14600,1292,7409,10,True,False,False,Laborers,3,2,6,9.0,True,True,0.03252691,0.5826185,0.33445412,True,6.0,1
15750.0,True,False,True,False,0,67500.0,3661.65,Alone,Commercial,2.0,M,False,CL,Home,0.006671,12295,658,2075,4616,True,True,True,Laborers,2,2,5,13.0,True,True,0.3765534,0.68103415,0.09758161,True,0.0,0
18000.0,False,False,False,True,0,27000.0,1350.0,Alone,Commercial,2.0,M,False,RL,Home,0.019689,14488,807,587,1724,True,False,False,High skill tech,2,2,1,8.0,True,True,0.5294727,0.6706436,0.82770264,True,1.0,0
27000.0,False,False,False,False,0,90000.0,2974.5,Alone,Commercial,2.0,M,False,CL,Home,0.032561,13301,4248,5887,4166,True,True,False,Sales,2,1,3,12.0,True,True,0.3106177,0.70492053,0.44896227,True,2.0,0
22500.0,False,True,True,False,0,77400.0,3652.2,Alone,Service,2.0,M,False,CL,Home,0.007305,12595,115,411,4142,True,False,True,Core,2,3,2,17.0,True,True,0.30547398,0.5768538,0.17456427,True,5.0,0
17100.0,True,False,True,False,0,45000.0,2929.95,Relative,Service,2.0,M,False,CL,Home,0.0228,12706,251,2968,4813,True,True,True,Sales,2,2,3,8.0,True,True,0.38604334,0.21356602,0.60927564,True,1.0,1
11250.0,False,True,True,True,0,27000.0,1350.0,Others,Commercial,2.0,S,False,RL,Home,0.028663,9047,196,242,1725,True,False,False,Sales,1,2,6,13.0,True,True,0.18517166,0.44561455,0.26224896,True,1.0,0
9000.0,False,False,True,True,1,4500.0,522.0,Alone,Service,2.0,S,False,CL,Home,0.025164,10626,1964,7912,1772,True,True,True,Accountants,2,2,4,13.0,True,True,0.6869667,0.47602063,0.78383243,True,1.0,0
17550.0,False,False,True,True,1,13500.0,1327.95,Alone,Commercial,1.0,M,False,CL,Home,0.072508,13918,3720,5321,4516,True,True,True,Managers,3,1,6,12.0,True,True,0.7592454,0.7530382,0.62799084,True,2.0,0
8100.0,True,False,True,True,0,22500.0,2238.3,Partner,Service,1.0,M,False,CL,Home,0.015221,16101,4434,4923,4923,True,False,False,Core,2,2,5,9.0,True,True,0.60655326,0.7223231,0.6212263,True,2.0,0
6750.0,True,False,True,False,0,11468.25,1373.85,Alone,Govt Job,1.0,M,False,CL,Home,0.002042,10497,302,941,973,True,False,False,Core,2,3,1,15.0,True,True,0.26982296,0.34576285,0.2707074,True,2.0,0
13500.0,False,False,False,True,1,26955.0,2485.35,Alone,Service,2.0,M,False,CL,Home,0.026392,14943,1737,69,4146,True,False,False,Core,3,2,3,9.0,True,True,0.3766115,0.02782132,0.21155076,True,2.0,0
13500.0,True,True,False,True,1,38250.0,1912.5,Alone,Commercial,2.0,M,False,RL,Home,0.04622,11504,891,5362,3845,True,False,False,Accountants,3,1,4,18.0,True,True,0.81455016,0.7216779,0.37740424,True,3.0,0
11250.0,False,True,False,False,0,59033.7,2187.45,Alone,Service,1.0,S,False,CL,Home,0.020246,13419,1604,4945,4980,True,False,False,Laborers,1,3,1,7.0,True,True,0.45134985,0.11463351,0.43473324,True,0.0,0
9000.0,False,False,False,False,2,33750.0,1687.5,Alone,Service,1.0,M,False,RL,Family,0.010556,15737,1141,4817,4829,True,False,True,Sales,4,3,4,13.0,True,True,0.5480997,0.35512564,0.62630427,True,4.0,0
22500.0,True,True,True,True,0,58410.45,4167.0,Alone,Commercial,1.0,S,False,CL,Home,0.010276,23615,13749,11034,4328,True,False,False,Low-skill Laborers,1,2,5,18.0,True,True,0.58126867,0.6349011,0.5954562,True,0.0,0
14400.0,False,False,False,True,0,42750.0,2137.5,Alone,Commercial,2.0,W,False,RL,Home,0.031329,23667,1222,1804,3976,True,False,True,Secretaries,1,2,0,10.0,True,True,0.8640053,0.44957232,0.52449644,True,6.0,0
12510.0,False,False,True,False,1,83538.0,3108.6,Alone,Service,1.0,M,False,CL,Home,0.020246,10894,265,7161,1270,True,True,False,Laborers,3,3,1,11.0,True,True,0.1379461,0.31453475,0.40487838,True,0.0,0
45000.0,True,False,False,False,0,67950.0,4559.4,Alone,Service,2.0,M,False,CL,Home,0.018029,15096,3271,5361,5363,True,True,False,Managers,2,3,2,8.0,True,True,0.3190684,0.51011974,0.4920601,True,4.0,0
22500.0,False,False,True,True,1,47376.0,5635.35,Alone,Commercial,2.0,M,False,CL,Home,0.014464,16711,92,10840,251,True,False,True,Managers,3,2,2,6.0,True,True,0.8345185,0.64278674,0.47045612,True,10.0,0
20250.0,True,True,False,True,0,124257.6,5277.6,Alone,Service,1.0,M,False,CL,Home,0.020246,12148,4402,703,4349,True,False,False,Laborers,2,3,6,9.0,True,True,0.44407815,0.5061409,0.4830502,True,0.0,0
18000.0,True,False,True,True,0,45000.0,2310.75,Alone,Service,2.0,M,False,CL,Home,0.028663,16669,570,6851,201,True,False,False,Managers,2,2,3,11.0,True,True,0.49980393,0.3960713,0.21762852,True,0.0,0
11700.0,False,False,True,True,0,52863.3,2252.7,Alone,Govt Job,1.0,W,False,CL,Home,0.018801,19958,12318,9344,3500,True,True,True,Medicine,1,2,1,12.0,True,True,0.35358432,0.48585734,0.52449644,True,0.0,0
11250.0,False,True,True,False,1,49000.5,1828.8,Alone,Commercial,1.0,M,False,CL,Family,0.031329,9026,2442,2458,562,True,False,False,Sales,3,2,4,10.0,True,True,0.6364287,0.42355558,0.5190973,True,0.0,0
13500.0,False,True,True,False,1,128835.0,3411.45,Relative,Service,2.0,D,False,CL,Home,0.030755,14693,3395,6978,4137,True,False,True,Core,2,2,4,16.0,True,True,0.56342965,0.76364064,0.23143935,True,0.0,0
13500.0,False,False,False,True,0,25470.0,2532.15,Alone,Service,2.0,M,False,CL,Home,0.020246,11331,3132,4344,3565,True,False,True,Core,2,3,4,14.0,True,True,0.27549025,0.49228325,0.43473324,True,3.0,0
40500.0,True,False,False,False,1,32092.2,3821.4,Alone,Commercial,2.0,M,False,CL,Home,0.04622,17223,2729,3009,751,True,False,True,Managers,3,1,3,13.0,True,True,0.81098014,0.6583298,0.6075573,True,5.0,0
8100.0,False,True,False,True,0,11376.0,773.1,Alone,Service,1.0,M,False,CL,Home,0.009657,15631,2145,5759,3752,True,False,False,Laborers,2,2,2,14.0,True,True,0.6111298,0.69070613,0.7091891,True,1.0,0
58500.0,True,True,False,False,1,176211.0,5062.95,Alone,Commercial,2.0,M,False,CL,Home,0.018801,14560,506,2964,1168,True,False,True,Managers,3,2,6,8.0,True,True,0.6761917,0.49975586,0.62630427,True,2.0,0
9000.0,False,True,False,True,2,121500.0,4502.7,Relative,Service,2.0,M,False,CL,Home,0.01452,12768,1459,1270,5090,True,True,False,Accountants,4,2,6,15.0,True,True,0.3684151,0.3454859,0.66745776,True,1.0,0
13500.0,False,False,True,True,1,53910.0,2296.8,Alone,Service,2.0,M,False,CL,Home,0.008019,10830,2050,489,1151,True,False,False,Laborers,3,2,1,14.0,True,True,0.4994857,0.5728027,0.50287825,True,0.0,0
13500.0,True,True,True,True,0,54504.0,2650.95,Alone,Commercial,1.0,M,False,CL,Home,0.072508,23030,3152,8762,4521,True,False,True,Drivers,2,1,1,9.0,True,True,0.486082,0.73171824,0.2692858,True,0.0,0
11250.0,False,False,False,True,1,55380.6,2677.05,Alone,Service,2.0,M,False,CL,Home,0.020246,11139,1100,1136,2236,True,False,False,Core,3,3,4,8.0,True,True,0.5462073,0.25242135,0.4188543,True,3.0,0
20250.0,True,True,True,True,0,104256.0,6108.75,Alone,Commercial,1.0,S,False,CL,Home,0.011703,17766,193,4966,1307,True,False,False,Drivers,1,2,1,17.0,True,True,0.7066963,0.67628914,0.39621958,True,0.0,0
13500.0,True,True,False,True,0,143685.0,4214.25,Alone,nan,2.0,M,False,CL,Home,0.018801,23187,2818,6010,4169,True,False,False,Core,2,2,5,6.0,True,True,0.7116678,0.54231805,0.5884878,True,0.0,0
20250.0,False,False,True,True,1,78192.0,2821.5,Alone,Service,1.0,M,False,CL,Home,0.0105,15096,7047,989,1181,True,False,False,Laborers,3,3,3,12.0,True,True,0.42885783,0.6415959,0.5954562,True,0.0,0
20250.0,False,False,False,True,0,29250.0,1462.5,Alone,Commercial,2.0,D,False,RL,Home,0.031329,18638,1720,3256,2166,True,True,True,Core,1,2,5,17.0,True,True,0.81721514,0.67317927,0.1951984,True,5.0,0
15750.0,False,True,False,False,3,72979.2,3972.15,Alone,Commercial,1.0,M,False,CL,Municipal,0.072508,9839,1148,4528,2507,True,True,False,Laborers,5,1,4,14.0,True,True,0.39137197,0.6332471,0.42413032,True,0.0,0
36000.0,False,False,False,True,0,188685.0,5201.55,Alone,Service,2.0,M,False,CL,Home,0.018801,20727,1452,8044,4210,True,False,False,Core,2,2,6,8.0,True,True,0.6924847,0.39948672,0.52449644,True,5.0,0
11323.8,False,True,True,True,0,13500.0,549.45,Alone,Commercial,1.0,M,False,CL,Home,0.018801,13757,1045,7852,85,True,True,False,Drivers,2,2,2,7.0,True,True,0.2635686,0.41483495,0.19862005,True,5.0,0
12150.0,False,False,False,False,0,24798.6,1278.9,Alone,Service,1.0,S,False,CL,Family,0.025164,8117,132,1026,802,True,False,False,Cooking,1,2,2,10.0,True,True,0.60956997,0.027995737,0.20796417,True,4.0,0
18000.0,True,False,True,True,0,34826.4,4145.85,Alone,Commercial,2.0,S,False,CL,Family,0.035792,12439,1432,96,4890,True,False,False,Managers,1,2,2,11.0,True,True,0.09546483,0.7079634,0.824595,True,1.0,1
13500.0,True,True,True,False,0,47376.0,5102.1,Alone,Service,1.0,M,False,CL,Home,0.007305,13728,921,6292,4880,True,True,True,Drivers,2,3,6,17.0,True,True,0.31169194,0.4479711,0.44005784,True,1.0,0
20250.0,True,True,False,True,1,22500.0,1125.0,Alone,Service,2.0,M,False,RL,Home,0.04622,11315,2357,2858,961,True,True,False,Accountants,3,1,0,17.0,True,True,0.68467164,0.7162922,0.4902575,True,1.0,0
24750.0,False,True,True,True,1,90000.0,4500.0,Alone,Commercial,2.0,M,False,RL,Home,0.032561,10302,536,4735,2954,True,False,True,Managers,3,1,4,11.0,True,True,0.6900984,0.7092007,0.45789954,True,0.0,0
11250.0,False,True,True,True,1,21904.2,2179.35,Alone,Service,2.0,M,False,CL,Home,0.018801,12767,1582,6644,2959,True,False,False,Sales,3,2,6,8.0,True,True,0.83724684,0.63212395,0.7016958,True,5.0,0
22500.0,False,False,False,True,1,90450.0,4047.75,Relative,Service,2.0,M,False,CL,Home,0.003069,12035,3948,2783,2016,True,False,False,Sales,3,3,2,14.0,True,True,0.4030607,0.4778645,0.52809274,True,1.0,0
9000.0,False,True,False,True,0,35658.0,3539.7,Alone,Service,1.0,W,False,CL,Home,0.010032,18943,3775,8037,2460,True,False,False,Sales,1,2,5,8.0,True,True,0.55237633,0.46878284,0.7713616,True,4.0,0
12150.0,True,False,True,True,0,33750.0,1687.5,Alone,Commercial,1.0,W,False,RL,Home,0.072508,17418,1218,9251,913,True,False,False,Sales,1,1,0,13.0,True,True,0.6754771,0.14510797,0.3996756,True,1.0,1
13500.0,False,False,True,True,0,36489.6,2878.2,Alone,Commercial,2.0,M,False,CL,Home,0.014464,14999,1014,1140,1179,True,False,True,Laborers,2,2,1,5.0,True,True,0.5985303,0.66882014,0.66102356,True,0.0,0
29250.0,False,True,True,True,0,77029.2,3276.45,Alone,Service,1.0,M,False,CL,Home,0.018634,19734,1304,3516,1625,True,False,False,Laborers,2,2,0,11.0,True,True,0.8777016,0.75515896,0.5884878,True,8.0,0
10350.0,False,True,False,False,0,22500.0,1477.8,Alone,Service,2.0,M,False,CL,Family,0.007305,8895,733,3709,1523,True,True,True,Core,2,3,1,7.0,True,True,0.3974864,0.50616825,0.391055,True,3.0,0
31500.0,False,True,True,True,0,27000.0,1350.0,Alone,Commercial,2.0,D,False,RL,Home,0.04622,13827,1038,889,2520,True,False,False,Accountants,1,1,4,18.0,True,True,0.8728079,0.7415303,0.6006575,True,2.0,0
13500.0,False,False,True,True,0,34380.0,1685.25,Alone,Service,1.0,S,False,CL,Home,0.018801,8750,223,2257,1414,True,True,True,Sales,1,2,5,11.0,True,True,0.1904952,0.076322176,0.10615563,True,0.0,1
11700.0,False,False,True,True,1,36000.0,1800.0,Alone,Service,2.0,M,False,RL,Home,0.028663,9075,812,3922,1739,True,False,True,Core,3,2,0,12.0,True,True,0.28417403,0.6060853,0.6561584,True,4.0,0
16200.0,False,False,False,True,0,201384.0,5312.25,Alone,Service,1.0,M,False,CL,Home,0.002506,17271,598,4700,808,True,False,False,Cleaning,2,2,1,6.0,True,True,0.60532063,0.74225473,0.6446794,True,1.0,0
27000.0,True,True,True,True,0,27195.75,2868.75,Alone,Commercial,1.0,S,False,CL,Home,0.025164,9233,1265,9202,1789,True,False,False,Drivers,1,2,0,13.0,True,True,0.48403525,0.4560958,0.5814837,True,0.0,0
20250.0,False,False,True,True,1,50326.65,5432.85,Relative,Service,2.0,M,False,CL,Home,0.008575,11880,3217,0,4250,True,False,True,Core,3,2,3,15.0,True,True,0.49466175,0.47387207,0.18195911,True,1.0,0
13500.0,False,False,False,False,1,83742.75,3547.8,Alone,Commercial,2.0,M,False,CL,Home,0.009549,12088,1683,6149,3574,True,False,False,Private service,3,2,6,11.0,True,True,0.5097162,0.63049525,0.6769925,True,3.0,0
15750.0,False,True,True,False,0,81319.5,2700.45,Alone,Govt Job,2.0,S,False,CL,Home,0.025164,20045,6033,4355,3554,True,False,False,Core,1,2,6,12.0,True,True,0.5866311,0.61653906,0.75037515,True,0.0,1
12150.0,False,False,False,False,0,22500.0,2436.3,Alone,Service,1.0,S,False,CL,Home,0.014464,8954,657,2605,1365,True,True,False,Laborers,1,2,3,6.0,True,True,0.24831417,0.6090884,0.32331124,True,0.0,0
22500.0,False,True,False,True,0,32702.4,1590.3,Others,Service,1.0,S,False,CL,Home,0.022625,10015,2991,4667,1594,True,False,True,Private service,1,2,2,12.0,True,True,0.07744871,0.6805209,0.34741822,True,5.0,0
45000.0,True,True,True,True,0,85500.0,4275.0,Alone,Commercial,1.0,S,False,RL,Home,0.035792,13900,1784,7623,4662,True,False,False,Managers,1,2,3,15.0,True,True,0.31405216,0.6726691,0.2127563,True,4.0,0
11250.0,True,True,False,True,0,154602.0,4251.15,Alone,Commercial,2.0,M,False,CL,Home,0.010147,15358,3480,7191,3921,True,True,True,Sales,2,2,4,17.0,True,True,0.7000943,0.4908076,0.7862666,True,3.0,0
13280.85,True,True,False,False,0,95400.0,3633.75,Alone,Commercial,2.0,M,False,CL,Home,0.026392,8668,385,3458,371,True,True,False,Core,2,2,4,14.0,True,True,0.24987166,0.5634834,0.6380435,True,0.0,0
18000.0,False,True,False,True,2,108221.4,3177.0,Alone,Commercial,2.0,M,False,CL,Home,0.022625,11200,1663,2089,2770,True,False,False,Core,4,2,1,14.0,True,True,0.5185904,0.31364435,0.40487838,True,0.0,0
18000.0,False,False,False,True,0,107820.0,3833.1,Alone,Govt Job,1.0,M,False,CL,Rental,0.008019,10192,1305,3482,2862,True,False,False,High skill tech,2,2,1,12.0,True,True,0.29361263,0.34073475,0.75839305,True,4.0,0
18000.0,True,True,True,True,1,62553.6,3505.95,Relative,Service,2.0,D,False,CL,Home,0.018634,16751,1069,10359,147,True,False,False,Accountants,2,2,4,18.0,True,True,0.49927577,0.62346834,0.56737924,True,2.0,0
17100.0,False,False,False,True,0,28440.0,2259.9,Alone,Service,1.0,M,False,CL,Home,0.010032,11069,627,7544,24,True,False,False,Sales,2,2,6,3.0,True,True,0.16426507,0.04588507,0.18959527,True,0.0,1
9000.0,True,False,False,True,2,16351.2,1105.65,Alone,Service,2.0,M,False,CL,Home,0.019689,10880,1033,5206,860,True,True,False,Sales,4,2,2,17.0,True,True,0.742341,0.26793283,0.6127042,True,0.0,0
22500.0,True,False,True,True,0,154602.0,5000.4,Alone,Service,2.0,M,False,CL,Family,0.010032,9642,2176,24,1116,True,False,False,Sales,2,2,0,8.0,True,True,0.17066304,0.39150888,0.27213368,True,0.0,0
13500.0,False,False,False,False,1,27450.0,1086.75,Alone,Service,1.0,M,False,CL,Home,0.015221,15693,2874,6754,4513,True,False,True,Laborers,3,2,4,16.0,True,True,0.10971088,0.4633847,0.17770407,True,2.0,0
20250.0,True,True,False,True,1,45000.0,2250.0,Alone,Service,2.0,M,False,RL,Home,0.032561,11127,1146,5555,599,True,True,True,High skill tech,3,1,2,20.0,True,True,0.3802418,0.64553857,0.5549468,True,1.0,0
6300.0,False,False,False,True,2,76387.05,4156.65,Alone,nan,1.0,M,False,CL,Home,0.019101,10421,1203,47,663,True,False,False,Medicine,4,2,3,11.0,True,True,0.3373366,0.31612578,0.21640296,True,1.0,1
9000.0,False,True,False,True,0,24750.0,1263.6,Alone,Service,0.0,M,False,CL,Home,0.031329,11239,3018,10042,834,True,False,True,Medicine,2,2,2,14.0,True,True,0.54249763,0.5669388,0.58674,True,0.0,0
40500.0,True,False,False,True,2,62162.1,6382.8,Alone,Service,1.0,M,False,CL,Home,0.072508,13903,1527,104,691,True,False,True,Sales,4,1,4,13.0,True,True,0.44423744,0.63643056,0.58499,True,3.0,0
17100.0,False,True,True,True,2,37532.25,2048.85,Partner,Service,1.0,M,False,CL,Home,0.008575,10801,1511,1821,3078,True,False,False,Sales,4,2,2,10.0,True,True,0.34673363,0.64357466,0.508287,True,0.0,0
15750.0,False,False,True,False,0,67950.0,2407.05,Alone,Service,2.0,D,False,CL,Home,0.018634,14583,1232,5309,4416,True,True,True,Accountants,1,2,3,9.0,True,True,0.59339434,0.6995295,0.12451947,True,7.0,1
13500.0,False,True,True,True,0,54000.0,2942.55,Partner,Service,1.0,M,False,CL,Home,0.020713,9869,1575,4267,2547,True,False,False,Sales,2,2,6,7.0,True,True,0.36442575,0.2424019,0.7091891,True,2.0,0
24750.0,False,False,True,False,0,98550.0,2837.25,Alone,Service,2.0,M,False,CL,Home,0.015221,16788,2358,2129,322,True,False,False,Accountants,2,2,2,10.0,True,True,0.4488557,0.5749471,0.36061257,True,9.0,0
21150.0,False,True,False,True,0,105726.6,4492.35,Relative,nan,2.0,M,False,CL,Home,0.00702,23248,5576,12385,258,True,True,False,Laborers,2,2,3,13.0,True,True,0.2733904,0.5888531,0.22258076,True,2.0,0
18000.0,True,True,True,True,1,10350.0,1036.35,Relative,Service,1.0,M,False,CL,Home,0.0228,12914,3527,3473,4381,True,True,True,Sales,3,2,5,16.0,True,True,0.6097151,0.58541816,0.54423475,True,2.0,0
6750.0,False,False,True,True,0,12363.75,892.35,Alone,Service,1.0,M,False,CL,Home,0.019101,19511,485,2582,940,True,False,False,Laborers,2,2,5,16.0,True,True,0.60502917,0.4715174,0.6075573,True,0.0,0
31500.0,False,False,True,False,0,60147.0,3083.85,Alone,Service,1.0,M,False,CL,Home,0.001276,18909,1767,3321,2116,True,False,False,Sales,2,2,5,3.0,True,True,0.4332846,0.23601095,0.2707074,True,4.0,0
31500.0,False,False,True,True,0,34380.0,1309.05,Alone,Service,1.0,D,False,CL,Home,0.018634,17161,1639,11310,673,True,False,False,Laborers,1,2,5,10.0,True,True,0.6577368,0.59337735,0.4294237,True,1.0,0
24750.0,True,True,True,True,1,33247.35,2177.55,Alone,Service,2.0,M,False,CL,Home,0.018801,11035,2930,4460,3157,True,False,False,Accountants,3,2,6,9.0,True,True,0.81327695,0.6403378,0.7801436,True,2.0,0
27000.0,True,False,True,True,1,55358.1,3712.5,Partner,Service,2.0,M,False,CL,Home,0.010006,12234,3825,1916,3492,True,False,False,Core,3,1,4,10.0,True,True,0.8030136,0.6258729,0.6577838,True,0.0,0
18000.0,True,False,False,False,0,65181.6,2753.1,Relative,Service,1.0,M,False,CL,Shared,0.010643,11389,1171,4895,3449,True,False,False,Laborers,2,2,6,11.0,True,True,0.1629852,0.059918016,0.11911906,True,3.0,0
11700.0,False,False,True,True,1,104256.0,3458.7,Relative,Service,1.0,M,False,CL,Home,0.030755,13656,2729,7685,2973,True,False,False,Sales,3,2,1,19.0,True,True,0.39533752,0.6489287,0.8658959,True,0.0,0
36000.0,True,False,True,True,0,30207.6,2421.9,Alone,Service,1.0,M,False,CL,Municipal,0.011657,13205,769,3577,4921,True,True,True,Laborers,2,1,4,10.0,True,True,0.63298154,0.6672829,0.11175637,True,0.0,0
22500.0,False,False,False,False,1,142829.55,7255.35,Alone,Service,1.0,M,False,CL,Home,0.018029,10279,257,303,2961,True,False,True,IT,3,2,1,13.0,True,True,0.4678031,0.3049787,0.66745776,True,1.0,0
24750.0,True,False,True,True,0,102474.0,5232.15,Alone,Commercial,2.0,M,False,CL,Home,0.005084,12714,2388,4233,4647,True,False,False,High skill tech,2,2,2,16.0,True,True,0.37054852,0.058068123,0.57091653,True,2.0,0
45000.0,True,True,False,True,0,135000.0,3947.4,Alone,Commercial,2.0,M,False,CL,Home,0.018029,13378,1062,1546,4454,True,False,True,Managers,2,3,4,4.0,True,True,0.8423953,0.28130403,0.37910047,True,1.0,0
16650.0,False,False,False,True,1,135000.0,4355.1,Alone,nan,2.0,M,False,CL,Home,0.015221,14748,4010,3812,1428,True,False,False,Core,3,2,2,16.0,True,True,0.36903647,0.59380996,0.7366227,True,0.0,0
29250.0,False,False,True,True,0,180000.0,4963.05,Alone,Commercial,2.0,M,False,CL,Home,0.009175,20708,6236,4260,4259,True,True,False,Managers,2,2,2,11.0,True,True,0.7376692,0.7756417,0.5478105,True,2.0,0
22500.0,False,False,False,False,0,100692.0,5154.3,Alone,Service,1.0,M,False,CL,Home,0.010147,20791,149,4117,4292,True,False,False,Laborers,2,2,5,15.0,True,True,0.7463678,0.6019534,0.67065173,True,0.0,0
9000.0,False,True,False,True,0,24727.5,1733.85,Alone,Service,1.0,W,False,CL,Home,0.018801,17988,131,9476,1525,True,True,False,Laborers,1,2,2,6.0,True,True,0.5976825,0.59410524,0.4650692,True,0.0,0
33750.0,False,False,False,False,0,54000.0,2757.15,Alone,Service,2.0,M,False,CL,Home,0.006008,15366,1643,4126,4495,True,True,False,Accountants,2,2,6,10.0,True,True,0.69159365,0.57610637,0.0828147,True,3.0,0
11250.0,False,False,False,True,0,50960.25,2257.65,Alone,Commercial,1.0,M,False,CL,Home,0.018801,15425,1575,3945,4384,True,False,True,Laborers,2,2,6,12.0,True,True,0.29548427,0.2425224,0.6738301,True,3.0,0
9000.0,True,False,False,True,0,27186.75,1946.25,Alone,Service,1.0,M,False,CL,Home,0.030755,13483,5345,4467,4979,True,False,False,Laborers,2,2,6,12.0,True,True,0.7161236,0.4442212,0.000527265,True,1.0,0
15750.0,True,True,True,False,0,45000.0,2356.2,Alone,Service,2.0,S,False,CL,Home,0.032561,10240,3197,10154,136,True,False,True,Accountants,1,1,4,15.0,True,True,0.45753208,0.58465904,0.6848277,True,2.0,0
10800.0,False,False,False,False,0,45450.0,1925.55,Alone,Service,2.0,S,False,CL,Home,0.031329,17842,766,6571,1385,True,True,True,Accountants,1,2,0,17.0,True,True,0.7921644,0.57136273,0.4920601,True,1.0,0
22500.0,False,False,True,False,0,52649.1,2856.15,Alone,Commercial,1.0,M,False,CL,Home,0.019101,17291,615,859,841,True,True,False,High skill tech,2,2,3,11.0,True,True,0.5538949,0.40618843,0.22383131,True,2.0,1
13500.0,False,False,False,True,0,47250.0,4673.25,Alone,Service,1.0,M,False,CL,Municipal,0.04622,19059,3196,5607,2591,True,False,False,Sales,2,1,5,9.0,True,True,0.850497,0.7018638,0.6463299,True,4.0,0
27000.0,True,False,False,True,0,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Home,0.028663,14088,4398,921,4367,True,False,False,Drivers,2,2,1,14.0,True,True,0.35883042,0.644968,0.26504943,True,6.0,0
31500.0,False,True,False,True,0,102474.0,4354.65,Alone,Service,2.0,S,False,CL,Home,0.008575,10874,3084,10841,1256,True,False,False,Core,1,2,0,10.0,True,True,0.4880077,0.49893036,0.47764915,True,2.0,0
33750.0,True,True,False,True,2,59256.0,3593.7,Alone,Commercial,2.0,M,False,CL,Home,0.072508,16455,3291,6980,7,True,False,False,Managers,4,1,4,13.0,True,True,0.61117184,0.7544994,0.24719094,True,2.0,0
12756.15,False,False,False,False,0,78192.0,3985.2,Alone,Service,1.0,M,False,CL,Home,0.020246,16576,3511,6391,117,True,False,True,Laborers,2,3,5,6.0,True,True,0.41996795,0.35453993,0.58499,True,0.0,0
11700.0,True,True,True,False,2,130500.0,4209.75,Alone,Govt Job,2.0,M,False,CL,Home,0.025164,13862,4154,458,4651,True,False,True,Core,4,2,1,9.0,True,True,0.5011453,0.3411868,0.6561584,True,5.0,0
9000.0,False,False,False,True,0,67500.0,3446.55,Alone,Service,1.0,M,False,CL,Home,0.022625,12052,22,874,3351,True,False,True,Laborers,2,2,1,17.0,True,True,0.14426261,0.4060091,0.69255906,True,2.0,1
16650.0,False,True,True,False,1,79153.2,3066.75,Alone,nan,1.0,D,False,CL,Family,0.008575,11316,875,5218,3920,True,False,False,Sales,2,2,5,14.0,True,True,0.44649953,0.6139716,0.30314636,True,9.0,1
11250.0,False,False,True,True,0,16200.0,1095.3,Alone,Service,2.0,M,False,CL,Family,0.015221,8396,477,391,185,True,False,False,Laborers,2,2,2,17.0,True,True,0.17892258,0.23538853,0.13426542,True,1.0,0
18000.0,True,False,True,True,1,49521.6,2541.6,Alone,Service,1.0,M,False,CL,Home,0.00712,11845,3547,5554,3763,True,False,False,Laborers,3,2,1,14.0,True,True,0.3485037,0.25980765,0.8128226,True,1.0,0
13500.0,False,True,False,True,1,60415.2,2919.6,Alone,Govt Job,1.0,M,False,CL,Home,0.02461,9151,516,1246,1828,True,False,True,Core,3,2,5,13.0,True,True,0.4923042,0.67731756,0.6528965,True,0.0,0
16650.0,False,False,False,False,0,26955.0,1411.2,Alone,Service,1.0,M,False,CL,Home,0.006207,13654,1609,6053,4193,True,True,False,Drivers,2,2,3,13.0,True,True,0.37047637,0.24207276,0.2851799,True,2.0,0
11250.0,False,False,True,False,0,80865.0,2621.7,Alone,Commercial,1.0,M,False,CL,Home,0.035792,21135,864,6770,4698,True,True,False,Laborers,2,2,6,14.0,True,True,0.74481684,0.35512564,0.5226973,True,0.0,0
15750.0,False,False,True,True,1,45771.75,2738.7,Alone,Commercial,2.0,D,False,CL,Home,0.022625,10362,2996,315,3006,True,False,False,Laborers,2,2,5,13.0,True,True,0.26249766,0.081792265,0.37910047,True,5.0,0
14850.0,False,False,False,True,0,25200.0,2505.15,Alone,Service,1.0,S,False,CL,Home,0.02461,12744,1586,6857,3962,True,False,False,Laborers,1,2,6,16.0,True,True,0.6102745,0.5939945,0.7476634,True,3.0,0
11250.0,False,False,True,False,0,45000.0,3057.3,Relative,Service,1.0,M,False,CL,Home,0.032561,9902,1098,4729,1252,True,False,True,Sales,2,1,1,10.0,True,True,0.24765973,0.6053803,0.23272477,True,5.0,0
15750.0,False,False,True,True,1,31500.0,1575.0,Alone,Service,1.0,W,False,RL,Home,0.02461,14437,534,8573,4982,True,False,True,Cooking,2,2,3,10.0,True,True,0.33968014,0.70003027,0.50107515,True,0.0,0
12150.0,True,False,True,False,1,130381.2,3825.0,Alone,Service,1.0,M,False,CL,Home,0.019689,10787,1919,2049,2928,True,False,False,Laborers,3,2,3,11.0,True,True,0.48735398,0.63229686,0.6075573,True,0.0,0
18000.0,False,True,False,True,0,69615.0,3079.35,Alone,Commercial,1.0,M,False,CL,Home,0.011703,18020,2449,8703,1545,True,False,False,Sales,2,2,6,11.0,True,True,0.5198503,0.6910097,0.6463299,True,3.0,0
22500.0,False,True,True,True,0,83538.0,2357.1,Alone,Commercial,2.0,M,False,CL,Home,0.032561,19523,720,4159,3041,True,False,True,High skill tech,2,1,5,15.0,True,True,0.822395,0.6702668,0.54423475,True,4.0,0
18000.0,False,False,False,True,1,38308.95,2787.3,Relative,Service,2.0,M,False,CL,Home,0.019101,12794,5081,6820,561,True,False,True,Waiters/barmen,3,2,4,14.0,True,True,0.23704761,0.6800548,0.4758499,True,0.0,0
13500.0,False,False,False,True,2,125640.0,3673.35,Alone,Service,1.0,M,False,CL,Home,0.010556,13113,546,515,4527,True,True,True,Laborers,4,3,6,14.0,True,True,0.34071982,0.56528986,0.5460232,True,3.0,0
27000.0,False,True,False,False,0,97038.0,2572.65,Alone,nan,2.0,M,False,CL,Home,0.010643,14286,703,8325,5057,True,False,True,Managers,2,2,3,12.0,True,True,0.28759375,0.46337923,0.6848277,True,0.0,0
11250.0,True,False,False,True,0,122301.0,4863.15,Partner,Service,1.0,M,False,CL,Home,0.010006,18910,3795,1394,2258,True,True,True,Low-skill Laborers,2,2,3,12.0,True,True,0.49890894,0.56478465,0.7295667,True,1.0,0
18000.0,False,False,True,False,0,67500.0,3247.2,Alone,Service,1.0,S,False,CL,Home,0.072508,13697,1533,5255,4689,True,True,True,Core,1,1,1,14.0,True,True,0.4751467,0.7199705,0.6006575,True,0.0,0
35100.0,False,False,False,True,0,172422.0,5054.4,Alone,Service,2.0,M,False,CL,Home,0.022625,19170,4743,2835,432,True,False,False,Core,2,2,3,14.0,True,True,0.5077103,0.54803306,0.32331124,True,2.0,0
11250.0,False,True,True,False,0,26955.0,2129.4,Alone,Service,1.0,S,False,CL,Family,0.009175,10048,3289,953,2552,True,False,False,Laborers,1,2,3,15.0,True,True,0.17433217,0.6082342,0.3825018,True,0.0,0
22500.0,True,False,False,True,0,37536.75,4055.4,Alone,Commercial,1.0,M,False,CL,Home,0.04622,14914,2628,8571,2885,True,False,False,Managers,2,1,5,13.0,True,True,0.45806745,0.6861706,0.8193177,True,2.0,0
7650.0,True,False,True,True,2,67950.0,1999.8,Alone,nan,2.0,M,False,CL,Home,0.00702,13564,5357,4488,4780,True,True,True,Core,4,2,4,11.0,True,True,0.5882614,0.72827446,0.7636399,True,2.0,0
22500.0,True,False,True,True,1,54877.5,4348.8,Alone,Service,1.0,M,False,CL,Home,0.020246,15462,2229,27,2246,True,False,False,Managers,3,3,3,12.0,True,True,0.59906334,0.75148964,0.41359675,True,2.0,0
11250.0,False,False,False,True,0,20250.0,1012.5,Relative,Commercial,2.0,M,False,RL,Home,0.028663,10493,2883,4558,1312,True,False,False,Laborers,2,2,6,15.0,True,True,0.5717019,0.6329118,0.32965505,True,0.0,0
14400.0,True,False,False,True,0,53910.0,2924.55,Alone,Commercial,1.0,M,False,CL,Home,0.005144,13775,3078,812,4493,True,True,True,Laborers,2,2,1,16.0,True,True,0.66163427,0.33457765,0.42765737,True,3.0,0
11250.0,False,True,False,True,0,78192.0,2821.5,Alone,Service,1.0,S,False,CL,Home,0.022625,18612,2298,5877,2146,True,False,True,High skill tech,1,2,6,13.0,True,True,0.6227793,0.62991935,0.56560796,True,1.0,0
18000.0,False,False,True,True,0,10800.0,848.7,Alone,Govt Job,2.0,D,False,CL,Home,0.009334,17460,1619,8425,1010,True,False,False,Core,1,2,5,19.0,True,True,0.5881094,0.5682752,0.6479769,True,3.0,0
15750.0,False,False,False,True,0,66830.4,2650.05,Alone,Service,2.0,D,False,CL,Home,0.022625,14679,6097,8740,5188,True,False,False,Laborers,1,2,3,15.0,True,True,0.61582285,0.42974994,0.61782616,True,3.0,0
24750.0,True,True,True,True,0,67500.0,1986.75,Alone,Service,2.0,S,False,CL,Home,0.026392,16126,4742,2199,4808,True,False,True,Core,1,2,4,17.0,True,True,0.5637623,0.68499684,0.41534716,True,2.0,0
13050.0,True,False,False,True,0,29713.05,2738.25,Alone,Service,1.0,M,False,CL,Home,0.035792,10270,923,4267,2869,True,False,False,Drivers,2,2,2,18.0,True,True,0.20871826,0.55011755,0.5954562,True,3.0,0
15750.0,False,False,False,True,0,97038.0,2850.3,Alone,Service,2.0,M,False,CL,Home,0.031329,19872,6810,1735,3388,True,False,False,High skill tech,2,2,3,14.0,True,True,0.7715928,0.661172,0.5602843,True,1.0,0
15750.0,False,True,False,True,0,22500.0,2205.0,Alone,Service,2.0,M,False,CL,Home,0.010556,19238,3516,3705,2758,True,True,True,Core,2,3,4,17.0,True,True,0.8158618,0.63532174,0.72094417,True,1.0,0
9000.0,False,False,True,True,0,14925.6,1580.85,Alone,Commercial,1.0,M,False,CL,Home,0.035792,19226,4670,9412,2779,True,False,False,Cleaning,2,2,2,14.0,True,True,0.719907,0.6314525,0.71215516,True,1.0,0
6750.0,True,False,True,False,1,27627.75,2227.95,Alone,Service,1.0,M,False,CL,Home,0.018801,12200,2588,6302,4544,True,False,False,High skill tech,3,2,6,8.0,True,True,0.41483697,0.6198887,0.62630427,True,1.0,0
27000.0,False,False,True,False,0,60415.2,3084.75,Alone,Service,1.0,M,False,CL,Family,0.0228,11768,622,5422,3767,True,True,True,Laborers,2,2,4,13.0,True,True,0.13905248,0.19000676,0.08447314,True,4.0,0
9000.0,False,True,True,True,0,22752.0,1106.55,Alone,Service,1.0,M,False,CL,Home,0.006207,14189,745,6910,4283,True,True,False,Laborers,2,2,4,13.0,True,True,0.31771213,0.33094108,0.36061257,True,1.0,0
13500.0,False,False,True,True,0,22500.0,1304.55,Alone,Commercial,1.0,M,False,CL,Home,0.018209,17367,104,9872,908,True,False,False,Laborers,2,3,0,7.0,True,True,0.6369297,0.35542616,0.80388504,True,3.0,0
9000.0,False,False,False,False,1,19800.0,2362.5,Alone,Service,1.0,M,False,CL,Home,0.010032,9048,510,490,1659,True,True,True,Core,3,2,1,9.0,True,True,0.41052634,0.07235793,0.2127563,True,5.0,0
29250.0,False,False,False,True,0,131411.7,3855.15,Alone,Service,2.0,M,False,CL,Home,0.0105,16417,318,368,4232,True,False,True,Core,2,3,2,11.0,True,True,0.5718339,0.4832958,0.51549536,True,1.0,0
22500.0,True,False,False,False,2,62553.6,3190.5,Alone,Service,2.0,M,False,CL,Home,0.008866,14403,2663,2225,4921,True,False,False,Laborers,4,2,2,19.0,True,True,0.18674123,0.35697573,0.28224844,True,0.0,0
11250.0,False,True,True,True,1,90000.0,2631.6,Alone,Govt Job,2.0,M,False,CL,Home,0.01885,15529,581,9078,4220,True,True,False,Core,3,2,2,13.0,True,True,0.6265864,0.7676195,0.5424451,True,1.0,0
18000.0,False,False,True,True,2,164937.6,5463.9,Alone,Service,1.0,M,False,CL,Home,0.020246,13787,3082,5621,439,True,False,False,Core,4,3,3,13.0,True,True,0.5137845,0.44050997,0.52449644,True,0.0,0
22500.0,True,True,True,True,0,24750.0,2461.05,Alone,Service,1.0,D,False,CL,Home,0.009549,20554,765,9723,3921,True,False,False,Managers,1,2,2,14.0,True,True,0.87676483,0.61083126,0.42061096,True,6.0,0
24750.0,True,False,True,True,0,97167.6,4129.65,Alone,Commercial,2.0,S,False,CL,Home,0.031329,14493,1033,6756,4502,True,False,True,High skill tech,1,2,4,15.0,True,True,0.2825836,0.2632411,0.42061096,True,4.0,0
22500.0,False,False,True,False,0,22500.0,1048.95,Others,Commercial,1.0,S,False,CL,Home,0.032561,10255,2491,4900,2828,True,False,False,Sales,1,1,3,17.0,True,True,0.41041297,0.61711276,0.33125088,True,0.0,0
20250.0,True,True,True,False,1,11716.2,1403.1,Alone,Service,2.0,S,False,CL,Home,0.025164,12502,900,4503,4503,True,False,False,Core,2,2,3,11.0,True,True,0.4777839,0.6037649,0.7295667,True,2.0,0
13500.0,False,True,False,True,1,33750.0,1687.5,Alone,Commercial,1.0,D,False,RL,Home,0.00733,15993,6227,3790,4145,True,False,True,Private service,2,2,4,13.0,True,True,0.5761698,0.700448,0.7610264,True,2.0,0
13950.0,True,False,True,True,1,104098.5,3056.85,Partner,Govt Job,1.0,M,False,CL,Home,0.018801,11748,409,1179,4327,True,False,False,Security,3,2,5,13.0,True,True,0.4151868,0.6606084,0.7490217,True,2.0,0
15750.0,False,False,False,True,0,147133.34,4059.0,Alone,Commercial,2.0,D,False,CL,Home,0.032561,18277,3408,12460,1682,True,False,True,Sales,1,1,4,17.0,True,True,0.28559306,0.67824405,0.7662337,True,1.0,0
25650.0,True,False,False,True,0,52315.2,3654.0,Alone,Commercial,2.0,M,False,CL,Home,0.008575,21326,912,2730,4544,True,False,True,Security,2,2,3,17.0,True,True,0.90378183,0.7115088,0.45969045,True,2.0,0
20250.0,False,True,False,True,0,51486.75,3674.7,Alone,Service,2.0,W,False,CL,Home,0.018029,19698,1259,6018,3253,True,False,True,Core,1,2,3,10.0,True,True,0.7429914,0.6102905,0.71657026,True,2.0,0
18617.4,True,False,False,False,0,14391.0,1422.0,Alone,Commercial,2.0,D,False,CL,Home,0.030755,16590,1261,481,134,True,True,True,Managers,1,2,1,17.0,True,True,0.7675739,0.37844163,0.6512602,True,0.0,0
13500.0,False,False,True,True,1,32840.55,1689.75,Alone,Service,1.0,S,False,CL,Home,0.001333,10173,2040,5028,2619,True,False,False,High skill tech,2,3,6,7.0,True,True,0.19794388,0.10523665,0.5937176,True,1.0,0
24300.0,False,False,True,True,1,154602.0,4533.3,Alone,Service,2.0,S,False,CL,Home,0.010966,14753,1476,937,4131,True,False,False,Accountants,2,2,2,17.0,True,True,0.6642947,0.7334447,0.47225335,True,0.0,0
40500.0,True,False,True,True,1,112500.0,3302.55,Alone,Service,1.0,M,False,CL,Home,0.028663,12471,3565,6512,4537,True,True,False,Drivers,3,2,4,9.0,True,True,0.2140196,0.5541407,0.16740845,True,0.0,0
11250.0,False,False,True,True,0,27000.0,1350.0,Alone,Service,2.0,W,False,RL,Home,0.028663,20472,1641,3525,3934,True,False,False,Managers,1,2,2,13.0,True,True,0.6707021,0.5755081,0.79813725,True,0.0,0
10350.0,False,False,True,True,0,27000.0,1391.4,Alone,Govt Job,1.0,M,False,CL,Home,0.01452,14879,6007,7518,350,True,False,False,Laborers,2,2,5,15.0,True,True,0.71584135,0.31529433,0.5814837,True,3.0,0
16650.0,True,False,False,True,0,112050.0,3289.05,Alone,Commercial,2.0,M,False,CL,Home,0.026392,13411,258,7287,4005,True,False,False,Sales,2,2,5,18.0,True,True,0.7385185,0.6874124,0.735221,True,1.0,0
14400.0,False,False,False,False,2,33284.25,1267.65,Alone,Govt Job,2.0,M,False,CL,Municipal,0.006207,13947,5492,424,4718,True,False,False,Core,4,2,2,14.0,True,True,0.15538253,0.21736966,0.24853556,True,0.0,0
15750.0,False,False,False,False,0,54449.1,1769.4,Alone,nan,1.0,M,False,CL,Rental,0.025164,16384,2417,95,4472,True,False,False,High skill tech,2,2,1,15.0,True,True,0.5738995,0.47494623,0.31547216,True,6.0,0
16650.0,False,False,False,False,0,26955.0,1411.2,Alone,Service,1.0,M,False,CL,Home,0.006207,13654,1609,6053,4193,True,True,False,Drivers,2,2,3,13.0,True,True,0.37047637,0.24207276,0.2851799,True,2.0,0
6750.0,True,True,False,False,0,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Family,0.009657,16733,2142,9195,159,True,False,False,Laborers,2,2,3,17.0,True,True,0.43090293,0.08369921,0.6512602,True,1.0,0
22500.0,False,False,False,True,1,112500.0,2967.75,Alone,Service,2.0,M,False,CL,Home,0.008575,15246,2066,9351,4190,True,False,True,Realty agents,3,2,1,15.0,True,True,0.8979187,0.6951867,0.6769925,True,0.0,0
15750.0,False,False,False,True,0,22500.0,1125.0,Alone,Service,2.0,S,False,RL,Home,0.020713,11884,1871,5625,519,True,False,False,Accountants,1,3,6,13.0,True,True,0.5699283,0.54548067,0.5190973,True,2.0,1
13050.0,True,False,False,True,1,13500.0,675.0,Alone,Service,1.0,M,False,RL,Home,0.009657,8710,938,882,1370,True,False,False,Laborers,3,2,1,9.0,True,True,0.07510582,0.46085173,0.5478105,True,6.0,0
15750.0,False,False,False,True,0,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.006671,22076,3866,1845,5200,True,False,False,Core,2,2,2,19.0,True,True,0.6100243,0.65576255,0.113922395,True,6.0,0
36000.0,False,False,True,True,1,128835.0,4169.25,Alone,Service,1.0,M,False,CL,Home,0.010006,17335,10290,605,882,True,True,True,Laborers,3,2,5,8.0,True,True,0.3861481,0.64215386,0.6577838,True,1.0,0
54000.0,True,True,True,False,0,49500.0,2475.0,Relative,Govt Job,2.0,S,False,RL,Home,0.072508,11274,2324,5363,2318,True,False,False,Core,1,1,5,18.0,True,True,0.7321189,0.7324303,0.20559815,True,5.0,0
29250.0,False,False,False,False,0,36000.0,2857.05,Alone,Service,1.0,S,False,CL,Home,0.028663,12204,179,5327,2227,True,False,False,Laborers,1,2,5,10.0,True,True,0.3080474,0.6197496,0.3825018,True,1.0,0
22500.0,False,False,False,True,0,64800.0,3117.15,Alone,Service,2.0,S,False,CL,Home,0.018209,18934,1539,1354,1931,True,False,False,Accountants,1,3,4,10.0,True,True,0.7182357,0.6765428,0.17249547,True,2.0,0
13500.0,False,True,True,True,1,36435.6,1873.35,Alone,Service,1.0,M,False,CL,Home,0.003541,14888,3965,2376,4574,True,False,False,Core,3,1,5,13.0,True,True,0.66778857,0.58318734,0.6545293,True,3.0,0
29250.0,False,True,True,True,2,67500.0,2437.65,Alone,Service,1.0,S,False,CL,Home,0.026392,17091,2521,875,580,True,False,False,High skill tech,3,2,3,9.0,True,True,0.54382026,0.7424304,0.4382814,True,2.0,0
22500.0,False,True,True,True,1,208512.0,7260.75,Alone,Service,2.0,D,False,CL,Family,0.072508,10601,1092,835,985,True,False,True,Laborers,2,1,0,12.0,True,True,0.70603627,0.28589788,0.47045612,True,3.0,0
12600.0,False,True,False,True,0,50940.0,2857.5,Alone,Service,1.0,D,False,CL,Home,0.030755,20320,1799,8172,3851,True,False,True,Laborers,1,2,6,17.0,True,True,0.63929754,0.5131686,0.82563573,True,2.0,0
11250.0,True,False,False,True,0,18000.0,900.0,Alone,Commercial,1.0,S,False,RL,Home,0.035792,7963,918,418,644,True,False,True,Laborers,1,2,3,17.0,True,True,0.16866809,0.67363137,0.3944954,True,2.0,0
8100.0,False,True,False,True,1,8100.0,885.15,Relative,nan,1.0,S,False,CL,Home,0.008625,10973,505,4455,3524,True,True,False,Sales,2,2,0,10.0,True,True,0.40838253,0.50128114,0.8193177,True,1.0,0
9900.0,True,False,False,False,2,42750.0,2092.05,Alone,Service,1.0,D,False,CL,Family,0.001417,12505,1139,1487,5071,True,False,True,Security,3,2,4,9.0,True,True,0.1580671,0.36436766,0.25946766,True,4.0,0
12600.0,True,False,True,False,2,43266.15,2265.3,Relative,Commercial,2.0,M,False,CL,Family,0.031329,12054,539,6013,3931,True,False,False,Core,4,2,5,9.0,True,True,0.31849635,0.68898433,0.56737924,True,0.0,1
11250.0,False,True,True,True,0,22500.0,2387.25,Relative,Service,1.0,M,False,CL,Home,0.02461,11062,3640,5131,3681,True,False,True,Core,2,2,3,14.0,True,True,0.7704192,0.63942575,0.58323795,True,2.0,0
22500.0,False,False,False,True,1,27000.0,1350.0,Alone,Govt Job,2.0,D,False,RL,Home,0.002506,11460,3052,1368,1340,True,True,False,Secretaries,2,2,6,5.0,True,True,0.50193423,0.6029485,0.6785677,True,1.0,0
13500.0,False,True,False,False,0,61033.5,1929.15,Alone,Service,2.0,M,False,CL,Family,0.025164,9963,383,3910,309,True,False,False,Laborers,2,2,1,15.0,True,True,0.09382352,0.5943584,0.06337536,True,3.0,0
20250.0,False,False,False,True,0,90000.0,4608.45,Alone,Service,2.0,S,False,CL,Home,0.022625,15354,1058,9493,4534,True,False,True,High skill tech,1,2,3,11.0,True,True,0.49164584,0.5882812,0.5208976,True,2.0,0
18000.0,True,True,False,False,0,46264.5,3983.85,Alone,Commercial,2.0,M,False,CL,Home,0.018801,10255,1293,129,1583,True,True,True,Core,2,2,4,15.0,True,True,0.47756332,0.52465945,0.23272477,True,0.0,0
31500.0,True,True,True,False,2,70650.0,2515.95,Alone,Service,1.0,M,False,CL,Family,0.0228,10782,2387,3929,3434,True,False,False,Sales,4,2,6,14.0,True,True,0.34538135,0.51953065,0.62967426,True,1.0,0
20250.0,True,False,False,False,0,67500.0,5332.95,Alone,Commercial,2.0,M,False,CL,Home,0.031329,11375,2311,180,2009,True,False,False,Managers,2,2,1,13.0,True,True,0.6748315,0.6161564,0.6738301,True,4.0,0
10350.0,True,False,True,True,1,34380.0,1685.25,Alone,Service,2.0,M,False,CL,Home,0.009175,11641,2285,463,4111,True,False,False,High skill tech,3,2,5,10.0,True,True,0.65142316,0.708203,0.5208976,True,0.0,0
36000.0,True,False,False,True,1,188685.0,5201.55,Partner,Commercial,1.0,M,False,CL,Home,0.04622,15579,1551,7996,2129,True,False,False,Drivers,3,1,6,11.0,True,True,0.42906788,0.37042066,0.39621958,True,4.0,0
18000.0,True,False,False,False,0,57362.85,2257.65,Alone,Service,1.0,M,False,CL,Home,0.010032,21739,4766,430,4788,True,False,False,Drivers,2,2,4,4.0,True,True,0.5954614,0.42277092,0.43296167,True,1.0,0
38250.0,False,False,True,True,1,111384.0,5371.65,Alone,Commercial,1.0,M,False,CL,Home,0.018801,13701,2131,944,4525,True,False,False,Managers,3,2,1,14.0,True,True,0.37358436,0.39171207,0.6738301,True,1.0,0
22500.0,False,False,True,True,0,58500.0,2101.05,Alone,Service,2.0,M,False,CL,Home,0.018801,17681,1560,1040,1238,True,True,True,Managers,2,2,2,12.0,True,True,0.83666426,0.765785,0.5937176,True,0.0,0
7650.0,False,True,True,True,0,21904.2,1412.55,Alone,Service,1.0,S,False,CL,Home,0.007114,8116,793,2963,762,True,False,False,Sales,1,2,4,15.0,True,True,0.08316561,0.07265941,0.07596568,True,0.0,0
12150.0,False,False,True,True,1,18000.0,900.0,Relative,Commercial,1.0,M,False,RL,Home,0.00963,8926,908,583,1471,True,True,True,Core,3,2,5,14.0,True,True,0.36169073,0.2970286,0.4365065,True,2.0,0
18000.0,True,False,True,False,1,45000.0,2250.0,Alone,Commercial,2.0,M,False,RL,Home,0.025164,15811,9066,2205,4849,True,False,False,High skill tech,3,2,3,16.0,True,True,0.47649822,0.6738957,0.37910047,True,2.0,0
11250.0,False,False,True,True,1,19782.0,1566.45,Relative,Service,1.0,M,False,CL,Home,0.018801,10930,3441,1666,1669,True,False,False,Cooking,3,2,2,9.0,True,True,0.3485017,0.5639567,0.57620883,True,0.0,0
22500.0,False,False,False,True,0,27252.0,2165.85,Alone,Commercial,2.0,M,False,CL,Home,0.025164,13362,3748,7447,5165,True,False,False,Core,2,2,2,11.0,True,True,0.3372358,0.5313625,0.41534716,True,3.0,0
45000.0,True,True,False,True,0,18000.0,900.0,Alone,Commercial,2.0,M,False,RL,Home,0.072508,18411,2296,1355,1782,True,False,False,Managers,2,1,6,15.0,True,True,0.52492064,0.7352449,0.6446794,True,0.0,0
6750.0,False,False,True,True,10,9265.5,530.1,Alone,Commercial,2.0,M,False,CL,Home,0.01885,11458,742,5278,1186,True,False,False,Core,12,2,5,10.0,True,True,0.6866454,0.6403882,0.63970757,True,2.0,0
13500.0,False,False,False,True,0,128835.0,4169.25,Relative,Service,1.0,M,False,CL,Home,0.011703,16602,2422,2524,137,True,False,False,Private service,2,2,6,13.0,True,True,0.8995909,0.6835512,0.71215516,True,1.0,0
13500.0,True,False,False,True,2,22500.0,2436.3,Alone,Service,2.0,M,False,CL,Home,0.026392,11759,1996,859,4048,True,True,True,High skill tech,4,2,6,14.0,True,True,0.09426108,0.59827477,0.21155076,True,1.0,0
18000.0,False,False,False,True,0,64008.0,3126.15,Alone,Commercial,1.0,S,False,CL,Home,0.001276,9741,742,4409,1606,True,False,False,Drivers,1,2,1,7.0,True,True,0.15146305,0.31754574,0.52809274,True,1.0,0
9000.0,False,True,True,True,0,23985.0,2583.0,Alone,Service,1.0,M,False,CL,Home,0.01885,13182,693,9745,2188,True,False,False,Medicine,2,2,6,15.0,True,True,0.58590645,0.66346085,0.50468135,True,1.0,0
112500.0,True,False,False,True,1,135000.0,6750.0,Alone,Commercial,2.0,S,False,RL,Home,0.072508,14325,3082,769,4071,True,False,True,Sales,2,1,1,19.0,True,True,0.6059962,0.73950076,0.6446794,True,0.0,0
11250.0,False,False,True,True,1,52649.1,2126.7,Alone,Service,1.0,M,False,CL,Home,0.020246,11535,1347,3409,764,True,False,False,Laborers,3,3,5,10.0,True,True,0.3665926,0.5501067,0.58323795,True,1.0,0
27000.0,True,False,False,True,1,125640.0,3686.4,Alone,Service,1.0,M,False,CL,Home,0.018801,15480,3329,3013,4540,True,False,False,Managers,3,2,6,14.0,True,True,0.5897529,0.48572078,0.59197664,True,4.0,0
22500.0,False,False,False,True,0,130590.9,4703.85,Alone,Service,1.0,D,False,CL,Home,0.010643,19030,5395,575,2571,True,False,False,Laborers,1,2,4,18.0,True,True,0.8093187,0.5453668,0.8435435,True,1.0,0
7650.0,False,True,False,True,0,19188.0,1881.9,Alone,Service,1.0,W,False,CL,Home,0.035792,24566,4597,11303,4795,True,False,False,Medicine,1,2,3,10.0,True,True,0.88552,0.2909603,0.2881296,True,2.0,0
13500.0,True,False,False,True,0,21906.9,1201.5,Alone,Govt Job,2.0,S,False,CL,Home,0.006305,10376,1977,734,2101,True,False,False,High skill tech,1,3,3,9.0,True,True,0.41693494,0.429482,0.25533178,True,3.0,0
18000.0,True,False,False,True,2,13500.0,1348.2,Alone,Commercial,2.0,D,False,CL,Home,0.018801,13359,469,1404,4364,True,False,False,Managers,3,2,6,14.0,True,True,0.566773,0.5719089,0.2580842,True,4.0,0
13500.0,False,False,False,False,0,99308.25,3951.45,Partner,Service,1.0,M,False,CL,Municipal,0.009657,16737,1938,8217,286,True,False,False,Sales,2,2,4,10.0,True,True,0.6699891,0.56981426,0.5814837,True,2.0,0
38700.0,False,False,True,False,0,138111.3,3811.05,Alone,Commercial,1.0,M,False,CL,Family,0.032561,11650,1793,899,709,True,False,False,Managers,2,1,3,15.0,True,True,0.34096608,0.6959924,0.24318647,True,0.0,0
9900.0,False,False,True,False,2,4945.5,388.35,Alone,Service,2.0,M,False,CL,Family,0.008068,9981,2347,2884,2639,True,True,True,Core,4,3,1,9.0,True,True,0.3438142,0.4077506,0.51369375,True,0.0,0
18000.0,False,True,True,True,1,121811.85,5174.1,Alone,Commercial,1.0,M,False,CL,Home,0.005084,15315,419,1665,5713,True,False,False,Medicine,3,2,2,10.0,True,True,0.63424355,0.6217933,0.7713616,True,2.0,0
22500.0,False,False,True,True,0,47250.0,4616.1,Relative,Commercial,2.0,M,False,CL,Home,0.035792,13096,1765,1452,3979,True,False,False,Core,2,2,5,15.0,True,True,0.59456044,0.7143507,0.5567274,True,4.0,0
18000.0,False,False,True,True,2,69330.15,3884.4,Alone,Commercial,1.0,M,False,CL,Home,0.032561,13050,2210,2716,2069,True,False,True,Core,4,1,1,13.0,True,True,0.7541075,0.77235585,0.31391668,True,2.0,0
18000.0,False,False,True,False,1,164937.6,5463.9,Alone,Service,1.0,M,False,CL,Home,0.020246,10818,1995,3529,3485,True,False,False,Laborers,3,3,3,11.0,True,True,0.12348904,0.3513488,0.52449644,True,3.0,0
14400.0,True,True,False,True,1,54000.0,1755.0,Alone,Service,1.0,S,False,CL,Home,0.019689,16973,626,537,525,True,False,False,Security,2,2,2,14.0,True,True,0.43637586,0.27464625,0.7623356,True,1.0,0
24300.0,False,True,False,True,1,24727.5,1771.65,Alone,Commercial,2.0,D,False,CL,Home,0.005144,17137,1952,632,668,True,False,False,Managers,2,2,0,15.0,True,True,0.6113525,0.7778033,0.7091891,True,1.0,0
11250.0,True,False,False,True,0,94230.0,3474.9,Alone,Service,2.0,M,False,CL,Home,0.010643,12972,3078,479,4558,True,False,True,Accountants,2,2,4,11.0,True,True,0.7810682,0.67958355,0.73098737,True,2.0,0
13500.0,True,False,True,False,2,80865.0,2146.05,Partner,Commercial,1.0,M,False,CL,Home,0.009334,14277,196,3992,4615,True,True,True,Accountants,4,2,1,18.0,True,True,0.7438681,0.5851263,0.7394118,True,1.0,0
6750.0,True,True,True,True,1,35553.6,1519.2,Relative,Service,1.0,M,False,CL,Home,0.009549,18858,7004,2033,2411,True,True,True,Laborers,3,2,5,11.0,True,True,0.6786776,0.14240557,0.6986675,True,1.0,0
45000.0,True,False,True,True,1,181245.6,6916.5,Alone,Commercial,2.0,M,False,CL,Home,0.072508,15059,358,3317,5051,True,False,True,Managers,3,1,1,13.0,True,True,0.54424787,0.7526517,0.8658959,True,0.0,0
18000.0,False,False,True,False,0,45450.0,2002.05,Alone,Service,1.0,M,False,CL,Home,0.007114,17651,5757,9671,1163,True,False,True,Managers,2,2,4,11.0,True,True,0.7296727,0.54208463,0.4650692,True,4.0,0
20250.0,True,False,False,True,0,125640.0,3673.35,Alone,Service,1.0,M,False,CL,Home,0.031329,14076,6727,7305,4574,True,False,True,Medicine,2,2,4,20.0,True,True,0.5638601,0.614873,0.63970757,True,4.0,0
40500.0,True,True,True,True,0,85500.0,3042.0,Alone,Service,2.0,M,False,CL,Home,0.026392,15530,1298,4719,4719,True,False,False,Managers,2,2,5,15.0,True,True,0.7325157,0.6336228,0.4902575,True,2.0,0
9000.0,False,True,True,False,0,19350.0,1376.1,Alone,Service,2.0,M,False,CL,Home,0.015221,12132,346,5925,4329,True,False,False,Sales,2,2,6,12.0,True,True,0.49591684,0.54187834,0.3996756,True,0.0,0
15750.0,False,True,False,True,2,152820.0,5324.85,Alone,Service,1.0,M,False,CL,Home,0.02461,16622,7779,1373,168,True,False,True,Laborers,4,2,5,11.0,True,True,0.484139,0.6733909,0.5478105,True,2.0,0
29250.0,True,False,False,True,2,113984.55,4842.45,Alone,Govt Job,2.0,M,False,CL,Home,0.006629,13604,1704,1591,4475,True,False,False,Core,4,2,4,7.0,True,True,0.26221368,0.6739822,0.48485148,True,0.0,0
14400.0,False,False,False,False,0,51214.5,2628.0,Alone,Service,1.0,M,False,CL,Home,0.030755,13215,649,7044,4118,True,False,False,Realty agents,2,2,4,10.0,True,True,0.3386974,0.45527136,0.6577838,True,2.0,0
22500.0,False,False,False,True,0,132300.0,3868.2,Alone,Service,2.0,S,False,CL,Home,0.04622,15110,3593,9250,4572,True,False,False,Laborers,1,1,6,20.0,True,True,0.6331602,0.6227186,0.6446794,True,1.0,0
15750.0,False,False,False,False,0,26064.0,2749.95,Alone,Service,1.0,S,False,CL,Family,0.009175,10980,1143,1243,3566,True,False,True,High skill tech,1,2,6,15.0,True,True,0.37802374,0.69699085,0.77008706,True,2.0,0
18000.0,True,False,True,False,0,107820.0,2857.05,Relative,Service,1.0,M,False,CL,Municipal,0.011703,14793,4763,7266,4429,True,False,False,Laborers,2,2,5,17.0,True,True,0.5996385,0.7293809,0.5884878,True,0.0,0
45000.0,True,True,False,True,3,111384.0,5700.15,Alone,Service,2.0,M,False,CL,Home,0.0228,13613,1105,2449,4866,True,False,False,Laborers,5,2,3,14.0,True,True,0.8144674,0.4269548,0.4382814,True,2.0,0
40500.0,True,False,True,True,1,41702.4,1558.35,Partner,Commercial,1.0,M,False,CL,Home,0.007274,14587,1256,8700,5284,True,False,False,Managers,3,2,5,18.0,True,True,0.48085475,0.62913394,0.5744466,True,0.0,0
31500.0,True,False,True,True,0,176192.55,6137.1,Alone,Commercial,1.0,M,False,CL,Home,0.072508,18445,4331,10643,1971,True,False,False,Drivers,2,1,5,13.0,True,True,0.4900906,0.7518162,0.5531647,True,4.0,0
18274.5,True,True,False,False,0,94230.0,2713.5,Alone,Service,2.0,S,False,CL,Home,0.019689,10252,197,4859,2940,True,False,True,Core,1,2,3,17.0,True,True,0.5575962,0.56518775,0.16841617,True,0.0,0
20250.0,True,False,False,True,0,67500.0,3769.2,Alone,Govt Job,2.0,M,False,CL,Home,0.028663,15917,7506,10059,4377,True,False,True,Core,2,2,5,12.0,True,True,0.7370153,0.5699322,0.47225335,True,0.0,0
22500.0,True,True,True,True,2,78192.0,6190.65,Alone,Service,1.0,S,False,CL,Home,0.018634,13649,3707,3724,4654,True,False,False,Managers,3,2,3,13.0,True,True,0.20050478,0.6182953,0.2636468,True,0.0,0
31500.0,False,False,False,True,0,31410.0,1396.35,Alone,Service,1.0,M,False,CL,Home,0.008474,18758,2902,8687,2312,True,False,False,Sales,2,2,5,11.0,True,True,0.8855657,0.6101761,0.34905526,True,1.0,0
13500.0,False,True,True,True,0,20376.0,2194.2,Alone,Service,1.0,S,False,CL,Home,0.010966,9953,3051,5578,2603,True,False,False,Drivers,1,2,2,16.0,True,True,0.32195604,0.663661,0.19070596,True,0.0,0
13500.0,True,False,True,True,0,24750.0,2937.15,Alone,Service,1.0,M,False,CL,Home,0.026392,10209,1724,4762,942,True,False,False,Realty agents,2,2,6,10.0,True,True,0.6963936,0.60689425,0.42236966,True,0.0,0
22500.0,True,False,False,True,0,111339.9,4730.4,Alone,Service,2.0,S,False,CL,Home,0.04622,9551,273,4333,2134,True,False,False,Core,1,1,2,18.0,True,True,0.76867914,0.73060066,0.51369375,True,1.0,0
20250.0,True,False,True,True,0,83070.9,3307.5,Alone,Commercial,2.0,D,False,CL,Home,0.035792,18295,628,3915,484,True,True,True,Sales,1,2,4,12.0,True,True,0.5979928,0.60208964,0.51549536,True,4.0,0
9000.0,False,False,False,True,0,54449.1,1449.0,Alone,Service,2.0,M,False,CL,Home,0.020246,14927,1608,4018,4970,True,True,True,Core,2,3,4,5.0,True,True,0.63981515,0.4894906,0.56737924,True,0.0,0
22275.0,False,False,True,False,0,31500.0,1926.9,Alone,Service,1.0,W,False,CL,Home,0.031329,22435,6054,9661,4914,True,True,True,Managers,1,2,2,14.0,True,True,0.63002765,0.50439715,0.5460232,True,1.0,0
15750.0,False,False,False,False,0,113374.8,3327.75,Alone,Service,1.0,M,False,CL,Home,0.031329,9421,344,72,2095,True,False,False,Drivers,2,2,4,13.0,True,True,0.14458592,0.109924026,0.31081825,True,4.0,0
36000.0,True,False,False,True,1,24750.0,1237.5,Alone,Commercial,1.0,M,False,RL,Home,0.015221,16716,871,3996,255,True,False,False,Accountants,3,2,1,11.0,True,True,0.47910735,0.69811195,0.2881296,True,3.0,0
15750.0,False,True,False,True,1,75519.0,3868.65,Partner,Commercial,1.0,M,False,CL,Home,0.007274,14472,358,965,4910,True,False,False,Managers,3,2,4,11.0,True,True,0.6487368,0.6612112,0.6848277,True,0.0,0
31500.0,True,False,False,True,0,125121.15,5314.05,Alone,Commercial,2.0,M,False,CL,Home,0.018029,19940,5423,1796,2672,True,False,False,Core,2,2,2,12.0,True,True,0.74831396,0.62708056,0.5406544,True,1.0,0
36000.0,True,False,False,True,0,90000.0,4500.0,Alone,Service,1.0,M,False,RL,Home,0.022625,17884,4131,8145,1443,True,False,False,Drivers,2,2,6,12.0,True,True,0.35118783,0.58912313,0.59197664,True,0.0,0
14400.0,False,False,False,False,1,18000.0,900.0,Alone,Govt Job,1.0,M,False,RL,Home,0.035792,15773,5940,3414,3953,True,False,False,Managers,3,2,2,15.0,True,True,0.34352508,0.44370836,0.41359675,True,2.0,0
14400.0,True,True,False,True,0,32702.4,1187.55,Alone,Govt Job,1.0,M,False,CL,Home,0.00702,19663,2451,257,2930,True,True,True,Managers,2,2,3,8.0,True,True,0.6454646,0.37651467,0.75037515,True,1.0,0
13500.0,False,True,False,True,0,54504.0,3655.35,Alone,Service,1.0,M,False,CL,Home,0.020246,14945,678,5501,4166,True,False,False,Laborers,2,3,4,9.0,True,True,0.27807364,0.17344849,0.6594055,True,3.0,0
13500.0,False,True,True,True,0,18846.0,919.35,Alone,Service,2.0,M,False,CL,Home,0.035792,18002,5786,8496,1163,True,False,False,Laborers,2,2,3,12.0,True,True,0.6574681,0.23027185,0.63303167,True,2.0,0
22500.0,False,True,True,False,0,47250.0,4854.6,Alone,Service,2.0,S,False,CL,Home,0.032561,10012,1222,9676,2689,True,False,True,Core,1,1,3,13.0,True,True,0.40523195,0.75957114,0.7662337,True,1.0,0
18900.0,True,False,True,True,1,17829.0,1776.15,Alone,Govt Job,2.0,M,False,CL,Home,0.00702,11814,2293,5849,3972,True,False,True,Managers,3,2,1,10.0,True,True,0.24202783,0.6705422,0.3360615,True,1.0,0
13500.0,False,False,False,True,0,45000.0,2250.0,Relative,Service,2.0,M,False,RL,Home,0.00733,20757,2171,322,4285,True,False,False,High skill tech,2,2,4,11.0,True,True,0.89004505,0.64819103,0.4294237,True,4.0,0
13500.0,False,False,False,True,0,49049.55,4670.1,Alone,Service,1.0,M,False,CL,Home,0.009334,16959,940,9615,507,True,False,False,Sales,2,2,2,15.0,True,True,0.63429683,0.5773235,0.6561584,True,1.0,0
18000.0,True,True,False,True,0,102429.0,3007.8,Alone,Commercial,2.0,M,False,CL,Home,0.006305,11482,1926,15,2861,True,False,False,Laborers,2,3,3,3.0,True,True,0.27762845,0.41103405,0.6006575,True,4.0,0
33750.0,True,False,False,True,0,159511.5,5557.5,Alone,Service,2.0,M,False,CL,Home,0.035792,19878,1487,2942,3442,True,False,False,Managers,2,2,1,10.0,True,True,0.68993765,0.67181146,0.56560796,True,0.0,0
13500.0,False,True,False,True,0,86850.0,2801.7,Alone,Service,1.0,M,False,CL,Home,0.072508,14395,761,3047,4195,True,False,True,Sales,2,1,4,21.0,True,True,0.62501734,0.2221086,0.086161666,True,2.0,0
29250.0,False,True,False,True,0,90000.0,8558.55,Alone,Service,2.0,M,False,CL,Home,0.026392,16345,5610,4418,5349,True,False,False,Laborers,2,2,5,10.0,True,True,0.87599003,0.6933347,0.77515525,True,3.0,0
12600.0,False,False,True,True,0,75474.0,2447.55,Relative,Service,1.0,W,False,CL,Home,0.010006,20100,2658,2827,2827,True,False,True,Cleaning,1,2,1,10.0,True,True,0.82078964,0.6256578,0.62630427,True,1.0,0
18000.0,True,False,True,True,1,38053.35,3001.05,Alone,Service,1.0,S,False,CL,Home,0.025164,11805,857,5166,3976,True,False,False,Laborers,2,2,5,10.0,True,True,0.351214,0.48898786,0.7713616,True,2.0,0
31950.0,False,True,True,False,1,90000.0,2741.85,Alone,Service,2.0,S,False,CL,Municipal,0.009549,11405,1941,4998,3898,True,False,False,Managers,2,2,2,15.0,True,True,0.70154923,0.59233224,0.45789954,True,0.0,0
22500.0,True,True,True,True,1,180000.0,9000.0,Alone,Service,1.0,M,False,RL,Home,0.015221,9880,1627,4643,2542,True,False,True,Sales,3,2,5,11.0,True,True,0.23469925,0.57474935,0.74079907,True,3.0,0
24750.0,False,True,False,True,2,68144.4,2460.6,Alone,Service,2.0,M,False,CL,Home,0.022625,11935,4932,3457,2610,True,False,False,Accountants,4,2,4,17.0,True,True,0.48583245,0.5781183,0.5513813,True,1.0,0
11250.0,False,True,True,False,0,34826.4,2327.4,Alone,Commercial,1.0,S,False,CL,Home,0.01885,9246,740,9238,1903,True,False,False,Sales,1,2,3,16.0,True,True,0.2924388,0.3504423,0.44361532,True,1.0,0
22500.0,False,False,True,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.025164,18622,6460,9909,2147,True,False,False,Accountants,2,2,6,11.0,True,True,0.7772,0.1576737,0.5460232,True,3.0,0
13500.0,True,False,False,True,1,38948.4,1728.45,Alone,Commercial,1.0,M,False,CL,Home,0.031329,15957,1579,5601,4607,True,False,False,Security,3,2,5,15.0,True,True,0.16706415,0.6490682,0.66745776,True,0.0,0
12600.0,False,False,True,True,0,31500.0,1575.0,Alone,Service,1.0,S,False,RL,Home,0.008866,21054,4517,8591,3559,True,False,True,Laborers,1,2,5,17.0,True,True,0.8959552,0.33025873,0.000527265,True,5.0,0
20250.0,False,False,False,True,1,35451.9,3264.3,Alone,Service,2.0,M,False,CL,Home,0.008866,10894,3289,252,3416,True,False,False,Sales,3,2,2,14.0,True,True,0.41490135,0.5294017,0.17249547,True,3.0,0
21150.0,True,True,False,True,1,59301.0,2310.75,Alone,Commercial,1.0,M,False,CL,Home,0.009334,13360,1785,5818,4566,True,False,True,Laborers,3,2,5,17.0,True,True,0.36772427,0.7426185,0.45789954,True,3.0,0
9000.0,False,False,True,True,0,67950.0,1999.8,Alone,Service,2.0,M,False,CL,Home,0.018209,17502,3232,3014,1013,True,False,False,Medicine,2,3,1,14.0,True,True,0.64248747,0.52762526,0.7281413,True,4.0,0
18000.0,True,False,True,False,0,79083.0,5053.95,Alone,Service,1.0,M,False,CL,Rental,0.010006,13243,839,500,4758,True,False,True,Laborers,2,2,5,14.0,True,True,0.5743037,0.41581732,0.5388627,True,0.0,0
27000.0,True,False,True,True,2,129350.25,3794.85,Relative,Govt Job,2.0,M,False,CL,Home,0.006207,12438,326,6304,5055,True,True,False,Accountants,4,2,6,13.0,True,True,0.55101866,0.6907809,0.71949077,True,1.0,0
15239.25,True,True,False,False,0,51192.0,1407.6,Alone,Commercial,2.0,M,False,CL,Home,0.032561,9185,508,7206,1753,True,True,True,Core,2,1,3,13.0,True,True,0.47657096,0.6190949,0.20677866,True,6.0,0
13500.0,False,False,True,True,1,80865.0,2621.7,Alone,Service,1.0,M,False,CL,Home,0.014464,17336,6230,5844,871,True,False,False,Core,3,2,1,4.0,True,True,0.33414102,0.031010495,0.5388627,True,2.0,1
13500.0,False,False,True,False,2,99688.5,5103.0,Alone,Govt Job,2.0,M,False,CL,Family,0.008068,10193,2194,3096,2851,True,False,False,Core,4,3,3,8.0,True,True,0.36283025,0.31145954,0.49566582,True,2.0,0
22950.0,False,False,True,True,0,22950.0,1826.1,Alone,Service,2.0,S,False,CL,Home,0.026392,16558,576,10620,62,True,True,True,Accountants,1,2,4,18.0,True,True,0.13316315,0.65800506,0.16841617,True,0.0,0
49500.0,True,True,True,True,0,90000.0,4500.0,Alone,Commercial,2.0,S,False,RL,Home,0.072508,13481,657,2281,2600,True,False,True,High skill tech,1,1,2,18.0,True,True,0.41495073,0.72668344,0.2032521,True,0.0,0
13500.0,False,False,True,True,1,41702.4,2709.45,Alone,Commercial,2.0,S,False,CL,Home,0.031329,18052,1683,5454,1563,True,False,False,Sales,2,2,4,11.0,True,True,0.7422564,0.564704,0.8633634,True,0.0,0
38250.0,False,False,True,True,0,112950.0,3315.6,Partner,Service,1.0,M,False,CL,Home,0.032561,16394,1047,964,2840,True,False,False,Drivers,2,1,6,15.0,True,True,0.4876234,0.66613615,0.4632753,True,3.0,0
36000.0,False,True,False,False,0,167794.2,5832.45,Alone,nan,2.0,M,False,CL,Home,0.020246,17250,10104,2797,802,True,False,True,Managers,2,3,1,10.0,True,True,0.7292802,0.51256764,0.32016337,True,3.0,0
8100.0,False,False,False,True,1,45450.0,2550.6,Alone,Commercial,1.0,M,False,CL,Home,0.01452,16735,1381,7443,274,True,False,False,Sales,3,2,4,7.0,True,True,0.4901591,0.22985351,0.17982176,True,0.0,0
22500.0,True,False,True,True,0,125568.0,4523.4,Alone,Commercial,1.0,M,False,CL,Home,0.016612,16126,3698,7376,4766,True,False,False,Drivers,2,2,3,14.0,True,True,0.7951306,0.6364356,0.66263777,True,7.0,0
33750.0,False,False,False,False,1,166141.8,4382.55,Alone,nan,2.0,M,False,CL,Home,0.018801,17504,5152,7768,1062,True,True,True,Managers,3,2,2,14.0,True,True,0.5934157,0.42337406,0.40835884,True,1.0,0
22500.0,True,False,False,True,0,27000.0,1350.0,Alone,Govt Job,2.0,S,False,RL,Home,0.072508,9933,185,4361,2608,True,False,False,Core,1,1,5,13.0,True,True,0.19401751,0.7216296,0.2032521,True,1.0,0
11250.0,False,False,True,True,0,45900.0,1942.65,Alone,Commercial,1.0,M,False,CL,Home,0.026392,13823,526,1366,2030,True,False,False,Drivers,2,2,4,16.0,True,True,0.22245663,0.7008928,0.45253357,True,3.0,0
18000.0,True,False,False,True,1,40500.0,2947.95,Alone,Service,1.0,M,False,CL,Home,0.031329,12285,2889,8852,4760,True,False,False,Drivers,3,2,2,17.0,True,True,0.18393847,0.63310486,0.27933532,True,1.0,0
14400.0,False,False,True,False,1,31276.8,1517.4,Alone,Commercial,1.0,S,False,CL,Home,0.019689,16250,2705,7242,3984,True,False,False,Laborers,2,2,2,9.0,True,True,0.49373373,0.739745,0.63970757,True,1.0,0
26100.0,False,False,False,True,0,76022.55,3028.05,Alone,Service,2.0,S,False,CL,Home,0.020713,18876,2825,1690,2410,True,False,False,Accountants,1,2,5,14.0,True,True,0.77326936,0.51362747,0.6817059,True,2.0,0
6750.0,False,True,True,False,0,67950.0,1986.75,Alone,Service,1.0,M,False,CL,Home,0.031329,18997,3415,12008,2535,True,True,True,Sales,2,2,3,12.0,True,True,0.69721717,0.6273924,0.57796913,True,0.0,0
14400.0,False,True,False,True,1,105726.6,5916.6,Alone,Commercial,1.0,M,False,CL,Home,0.04622,18588,7878,11260,2137,True,False,False,Laborers,3,1,6,17.0,True,True,0.2917114,0.7370458,0.63303167,True,2.0,0
27000.0,True,False,False,False,0,96160.95,4087.35,Alone,Service,1.0,M,False,CL,Home,0.04622,9381,2638,4186,2072,True,False,True,Drivers,2,1,5,13.0,True,True,0.09510288,0.6128515,0.5620605,True,2.0,0
12600.0,False,False,True,False,0,54504.0,2553.75,Alone,Service,1.0,M,False,CL,Home,0.030755,13037,522,6814,4304,True,False,False,Low-skill Laborers,2,2,2,18.0,True,True,0.2796664,0.15967923,0.49927202,True,2.0,1
33750.0,True,True,True,False,2,111384.0,5700.15,Alone,nan,1.0,M,False,CL,Home,0.035792,13118,147,20,4096,True,False,False,Sales,4,2,3,18.0,True,True,0.40255675,0.5213917,0.5316861,True,2.0,0
9000.0,False,False,True,True,0,31500.0,1621.35,Alone,Service,1.0,M,False,CL,Home,0.006008,17901,159,12012,1327,True,True,False,Cleaning,2,2,6,10.0,True,True,0.43756762,0.71860176,0.066439174,True,1.0,0
18000.0,False,True,False,False,0,80865.0,2983.95,Alone,Service,2.0,M,False,CL,Family,0.022625,11757,1068,143,4069,True,False,False,Sales,2,2,1,16.0,True,True,0.39776373,0.59284437,0.53707,True,1.0,0
7650.0,False,True,False,True,1,22500.0,1125.0,Alone,Service,2.0,S,False,RL,Home,0.020246,13543,3137,2685,4996,True,False,False,Accountants,2,3,1,9.0,True,True,0.43230164,0.51677895,0.6769925,True,0.0,0
33750.0,True,False,False,True,0,70641.0,6720.3,Alone,Commercial,1.0,M,False,CL,Home,0.016612,17536,977,2009,1078,True,False,True,Managers,2,2,1,15.0,True,True,0.5471712,0.32182124,0.52809274,True,0.0,0
6750.0,False,True,True,False,1,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Home,0.018634,12074,1003,1953,1990,True,False,False,Sales,3,2,6,10.0,True,True,0.16532598,0.26947978,0.7136314,True,2.0,0
36000.0,False,False,False,True,2,122651.1,3599.1,Alone,Commercial,2.0,M,False,CL,Home,0.032561,13248,164,1668,904,True,False,False,Sales,4,1,5,15.0,True,True,0.8538696,0.6595142,0.4830502,True,5.0,0
17100.0,True,False,True,True,1,32319.45,1766.25,Alone,Service,2.0,M,False,CL,Family,0.018634,9081,1346,9020,1757,True,False,False,Sales,3,2,4,14.0,True,True,0.23980834,0.28944233,0.3217353,True,2.0,0
18000.0,False,False,False,True,0,60379.2,2231.1,Alone,Service,1.0,D,False,CL,Home,0.018634,13739,1925,686,2436,True,False,False,Medicine,1,2,5,12.0,True,True,0.45854807,0.095056325,0.42765737,True,2.0,0
15750.0,False,True,True,True,0,22500.0,1220.4,Relative,Service,1.0,S,False,CL,Home,0.025164,12664,1694,5950,3722,True,False,False,Sales,1,2,1,14.0,True,True,0.3746482,0.26531175,0.80274546,True,7.0,0
11250.0,False,False,True,True,1,27000.0,1350.0,Alone,Service,2.0,D,False,RL,Home,0.015221,16146,2631,3356,2976,True,False,True,Core,2,2,5,11.0,True,True,0.7374057,0.64718306,0.73801965,True,3.0,0
22500.0,False,False,True,True,1,125568.0,4162.95,Alone,nan,1.0,M,False,CL,Home,0.010032,12110,986,3010,2305,True,False,False,High skill tech,3,2,3,5.0,True,True,0.11519754,0.39403838,0.7091891,True,1.0,0
27000.0,True,False,False,False,0,105726.6,4716.45,Alone,Commercial,2.0,M,False,CL,Home,0.006233,11728,197,9193,1014,True,False,False,Managers,2,2,4,14.0,True,True,0.47164077,0.6667292,0.19294223,True,1.0,0
13500.0,False,False,True,True,1,49049.55,2626.2,Relative,Commercial,1.0,M,False,CL,Home,0.006008,15940,3052,10031,4074,True,False,False,Laborers,3,2,2,9.0,True,True,0.7708051,0.7432491,0.75440615,True,0.0,0
4950.0,False,False,False,True,0,45450.0,1466.1,Relative,Service,1.0,M,False,CL,Home,0.010966,9288,2256,5771,780,True,True,False,Sales,2,2,5,9.0,True,True,0.54772085,0.60273385,0.6577838,True,2.0,0
23174.1,True,False,False,False,0,13500.0,1249.2,Alone,Commercial,2.0,M,False,CL,Home,0.072508,9155,1112,3451,385,True,True,False,Core,2,1,1,18.0,True,True,0.7578368,0.6845909,0.24853556,True,3.0,0
19350.0,False,False,False,True,1,67387.5,3453.75,Alone,Govt Job,2.0,S,False,CL,Home,0.00496,18182,10771,11211,1697,True,False,False,Core,2,2,5,11.0,True,True,0.67007315,0.62053776,0.34905526,True,5.0,0
15750.0,False,False,False,True,0,144900.0,3835.35,Relative,Service,1.0,M,False,CL,Home,0.025164,12642,5563,1048,4981,True,True,True,High skill tech,2,2,1,8.0,True,True,0.7085599,0.34890074,0.7062051,True,5.0,0
35550.0,True,True,True,True,1,52128.0,2840.85,Alone,Commercial,1.0,M,False,CL,Home,0.04622,13647,1077,7290,1447,True,False,False,Accountants,3,1,1,12.0,True,True,0.34142905,0.72891015,0.47944897,True,2.0,0
9000.0,False,True,False,True,3,67500.0,3260.25,Alone,Service,2.0,M,False,CL,Home,0.026392,11504,4328,561,3358,True,False,False,Core,5,2,4,13.0,True,True,0.32770398,0.575054,0.24186149,True,1.0,0
6750.0,False,True,False,True,0,28670.4,2052.0,Relative,Service,1.0,S,False,CL,Home,0.008019,13818,5796,7913,4844,True,False,True,Laborers,1,2,1,9.0,True,True,0.41638276,0.45431706,0.563835,True,0.0,0
27000.0,True,True,False,True,0,80442.0,3421.35,Alone,Commercial,2.0,D,False,CL,Home,0.00496,18755,1173,113,1623,True,False,False,Accountants,1,2,4,18.0,True,True,0.41990337,0.6947695,0.33125088,True,2.0,0
16650.0,True,True,True,True,0,45000.0,2356.2,Alone,Commercial,2.0,M,False,CL,Home,0.020246,10010,210,803,2468,True,False,False,Sales,2,3,6,9.0,True,True,0.27376634,0.3573121,0.3825018,True,3.0,1
45000.0,False,False,False,True,0,50849.55,2609.1,Relative,Commercial,2.0,M,False,CL,Home,0.00496,16978,1530,2153,537,True,False,True,Core,2,2,3,10.0,True,True,0.27117303,0.70658255,0.66585493,True,1.0,1
14400.0,False,True,False,True,0,67766.4,3473.1,Alone,Service,1.0,W,False,CL,Home,0.031329,20626,1455,6080,3886,True,False,False,Cooking,1,2,6,13.0,True,True,0.6659348,0.49606034,0.37571102,True,3.0,0
6750.0,True,True,True,False,1,20250.0,1012.5,Alone,Service,2.0,M,False,RL,Home,0.020246,11573,618,4831,3275,True,False,False,High skill tech,3,3,3,11.0,True,True,0.5241578,0.56978214,0.7151031,True,0.0,0
15750.0,False,True,False,True,0,18000.0,1422.0,Alone,Service,1.0,S,False,CL,Municipal,0.020246,9910,809,4772,2594,True,False,False,Managers,1,3,2,12.0,True,True,0.5809201,0.28589788,0.367291,True,4.0,0
6750.0,False,False,False,False,2,36489.6,1863.0,Relative,Service,1.0,M,False,CL,Home,0.008474,11755,2921,5558,2766,True,False,False,Sales,4,2,3,11.0,True,True,0.35989475,0.48032576,0.6971469,True,3.0,0
18000.0,True,True,True,True,1,153941.84,5542.2,Alone,Govt Job,1.0,M,False,CL,Home,0.020246,11217,2817,3303,3303,True,False,True,Drivers,3,3,3,10.0,True,True,0.12710923,0.30128786,0.24186149,True,0.0,0
22500.0,False,False,True,True,0,78750.0,2615.4,Alone,Service,2.0,D,False,CL,Home,0.008866,16624,2878,7013,173,True,False,False,Managers,1,2,1,11.0,True,True,0.61834806,0.64894366,0.5531647,True,1.0,0
12600.0,False,False,False,True,0,104400.0,3005.1,Alone,Commercial,2.0,M,False,CL,Home,0.035792,15734,365,268,2725,True,False,True,Secretaries,2,2,6,14.0,True,True,0.84357935,0.2822511,0.5937176,True,0.0,0
13050.0,False,False,True,True,0,40500.0,2025.0,Alone,Service,1.0,M,False,RL,Home,0.028663,21187,2732,8322,4465,True,False,False,Sales,2,2,2,11.0,True,True,0.7761927,0.6964965,0.58323795,True,1.0,0
16650.0,False,True,False,True,0,117247.05,3441.15,Alone,Commercial,1.0,M,False,CL,Home,0.035792,21465,457,361,1201,True,False,False,Managers,2,2,6,11.0,True,True,0.7688912,0.36319348,0.103449054,True,0.0,0
22500.0,True,False,False,True,1,27861.3,1612.35,Alone,Service,2.0,M,False,CL,Home,0.010556,11541,335,5590,3685,True,False,True,Managers,3,3,6,12.0,True,True,0.52604914,0.31630072,0.68326885,True,3.0,0
18000.0,True,True,True,False,1,23985.0,2557.8,Alone,Commercial,1.0,M,False,CL,Family,0.04622,12506,3399,3044,3044,True,False,False,Laborers,3,1,4,16.0,True,True,0.41054988,0.752118,0.8016009,True,0.0,0
27000.0,False,True,False,True,1,37800.0,1930.05,Alone,Commercial,2.0,M,False,CL,Home,0.015221,14534,7213,6045,4213,True,True,False,Laborers,3,2,2,10.0,True,True,0.3456692,0.57684314,0.5226973,True,3.0,0
15750.0,True,False,False,False,0,28887.3,1943.55,Alone,Service,1.0,M,False,CL,Family,0.018801,10189,2071,2118,2839,True,False,False,Managers,2,2,6,13.0,True,True,0.29168764,0.38098598,0.42765737,True,1.0,0
13500.0,False,False,True,True,1,185280.75,6453.0,Alone,Commercial,2.0,M,False,CL,Home,0.030755,13946,1740,2341,874,True,False,False,Secretaries,3,2,1,17.0,True,True,0.5770891,0.5465431,0.508287,True,1.0,1
23400.0,True,False,True,True,0,111339.9,4730.4,Alone,Commercial,1.0,M,False,CL,Home,0.032561,19176,1254,4695,2723,True,False,True,Security,2,1,3,17.0,True,True,0.7113666,0.6304443,0.62630427,True,5.0,0
33750.0,True,False,True,True,0,110250.0,4995.0,Alone,Service,2.0,M,False,CL,Home,0.026392,21870,1375,8942,4704,True,False,False,Core,2,2,6,10.0,True,True,0.8039781,0.6435797,0.47764915,True,3.0,0
18000.0,False,False,False,True,0,126604.8,5377.05,Alone,Service,1.0,M,False,CL,Home,0.00963,17056,1427,3861,602,True,False,False,High skill tech,2,2,2,12.0,True,True,0.44260126,0.60245633,0.5884878,True,4.0,0
15750.0,False,False,True,False,0,90000.0,4595.4,Alone,Service,1.0,M,False,CL,Home,0.030755,14678,3394,2614,4735,True,False,True,Sales,2,2,0,16.0,True,True,0.6219317,0.25980765,0.7267112,True,3.0,0
11700.0,False,False,False,False,1,34337.7,1791.0,Alone,Commercial,1.0,M,False,CL,Home,0.025164,8668,284,241,1331,True,False,False,High skill tech,3,2,2,13.0,True,True,0.33435738,0.031689804,0.37064964,True,0.0,0
9000.0,False,False,False,False,0,43266.15,1616.4,Alone,Service,2.0,S,False,CL,Home,0.022625,8774,494,4275,1448,True,False,False,Secretaries,1,2,5,14.0,True,True,0.5201923,0.6727991,0.44361532,True,1.0,0
31500.0,True,False,False,True,1,105819.75,3813.75,Alone,Commercial,1.0,M,False,CL,Home,0.007114,14443,3698,631,4803,True,False,True,Medicine,3,2,4,12.0,True,True,0.23175584,0.6159288,0.31236538,True,0.0,0
23850.0,False,False,True,False,1,45000.0,2310.75,Alone,Service,1.0,M,False,CL,Home,0.007114,17601,6415,5863,1129,True,False,True,Laborers,3,2,4,9.0,True,True,0.46976224,0.64246035,0.31547216,True,2.0,0
13500.0,True,False,True,True,0,32338.8,2118.6,Alone,Service,2.0,S,False,CL,Home,0.022625,10553,1180,177,1395,True,False,False,High skill tech,1,2,0,11.0,True,True,0.32858485,0.5491432,0.3376727,True,1.0,0
22500.0,False,False,False,True,0,68850.0,2551.5,Alone,Commercial,2.0,S,False,CL,Home,0.006629,12663,965,6730,4908,True,False,False,Accountants,1,2,6,5.0,True,True,0.52325165,0.7777277,0.6545293,True,0.0,0
24750.0,False,True,False,True,0,110700.0,2933.1,Alone,Commercial,2.0,M,False,CL,Home,0.00702,11800,3710,6651,4232,True,False,False,Laborers,2,2,3,12.0,True,True,0.38924322,0.62467396,0.5226973,True,4.0,0
9000.0,False,False,False,False,0,45000.0,2454.3,Alone,nan,1.0,M,False,CL,Home,0.01452,19531,4924,769,2723,True,True,False,Core,2,2,2,9.0,True,True,0.42123243,0.61559254,0.38591468,True,2.0,0
38700.0,False,False,False,True,0,13500.0,675.0,Alone,Commercial,1.0,M,False,RL,Home,0.04622,15764,3703,973,5556,True,True,True,Accountants,2,1,4,17.0,True,True,0.82774913,0.7066687,0.2692858,True,0.0,0
20250.0,False,True,False,True,0,59590.35,2524.5,Alone,Commercial,2.0,M,False,CL,Home,0.04622,9897,1108,693,1221,True,False,False,Core,2,1,6,14.0,True,True,0.59561473,0.66985583,0.09694832,True,3.0,0
8100.0,False,False,True,True,2,91647.0,2969.55,Alone,Service,1.0,M,False,CL,Home,0.018029,13230,4184,330,1771,True,False,False,Medicine,4,3,4,12.0,True,True,0.38439372,0.451115,0.40487838,True,0.0,0
15750.0,False,False,True,True,1,112500.0,3106.8,Alone,Govt Job,1.0,M,False,CL,Home,0.01452,17784,2468,43,1274,True,False,False,High skill tech,3,2,1,10.0,True,True,0.45806527,0.6411482,0.6577838,True,3.0,0
15750.0,False,False,True,True,0,45000.0,2250.0,Relative,Service,2.0,M,False,RL,Home,0.020246,18828,1280,8780,2369,True,False,True,Managers,2,3,0,7.0,True,True,0.87473345,0.43370926,0.37910047,True,4.0,0
27000.0,False,False,True,False,0,174107.7,6064.65,Relative,Commercial,2.0,M,False,CL,Home,0.04622,13833,4775,7482,4646,True,False,False,Laborers,2,1,2,13.0,True,True,0.45942387,0.66504097,0.45969045,True,6.0,0
7650.0,False,True,True,False,1,107820.0,3152.25,Alone,Commercial,1.0,M,False,CL,Home,0.019689,13535,381,7538,4760,True,False,True,Sales,3,2,0,18.0,True,True,0.8259114,0.64910305,0.6144144,True,1.0,0
54000.0,True,False,True,True,1,67500.0,3459.6,Alone,Commercial,2.0,M,False,CL,Home,0.026392,18632,6977,3904,1937,True,False,True,Managers,3,2,2,10.0,True,True,0.31150994,0.7133546,0.30927536,True,3.0,0
20250.0,False,False,False,True,0,119358.0,3502.8,Alone,Service,1.0,M,False,CL,Home,0.020713,17773,1242,5502,1316,True,False,False,Laborers,2,2,3,9.0,True,True,0.79477185,0.61956924,0.29558265,True,5.0,0
11250.0,True,True,True,True,0,22500.0,1269.45,Alone,Service,2.0,W,False,CL,Home,0.020713,19060,800,558,2575,True,True,False,High skill tech,1,3,3,8.0,True,True,0.661171,0.44402146,0.7662337,True,1.0,0
10713.6,True,True,False,True,0,49752.0,2588.85,Alone,Commercial,2.0,M,False,CL,Home,0.030755,14407,910,4475,4144,True,True,True,Core,2,2,5,14.0,True,True,0.6784482,0.60398984,0.62799084,True,1.0,0
90000.0,True,False,True,True,1,111384.0,5700.15,Alone,Commercial,2.0,M,False,CL,Rental,0.072508,17356,1019,177,911,True,False,False,Managers,3,1,6,12.0,True,True,0.8270296,0.66161275,0.32806316,True,0.0,0
18000.0,False,False,False,True,0,130500.0,3588.75,Alone,Govt Job,1.0,M,False,CL,Home,0.025164,15322,1154,1106,919,True,False,True,Core,2,2,3,11.0,True,True,0.6410019,0.70187753,0.41010258,True,1.0,1
22500.0,True,False,False,True,0,135000.0,4692.6,Alone,nan,1.0,M,False,CL,Home,0.010006,16604,5713,3058,155,True,False,True,Drivers,2,2,4,10.0,True,True,0.43088344,0.51078093,0.7223929,True,2.0,0
11250.0,False,True,False,False,1,17064.0,842.85,Alone,Commercial,2.0,M,False,CL,Home,0.010276,12392,3138,6191,86,True,False,False,Sales,3,2,1,15.0,True,True,0.7875561,0.7359807,0.3077367,True,1.0,0
15750.0,False,False,False,True,1,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.031329,13189,5353,5727,4026,True,False,False,Laborers,3,2,4,8.0,True,True,0.44055235,0.42788064,0.62799084,True,2.0,0
18000.0,False,False,False,False,0,22500.0,2423.25,Alone,Service,1.0,S,False,CL,Family,0.00702,8766,1752,2059,1413,True,True,True,Core,1,2,2,15.0,True,True,0.50204253,0.6968338,0.4614824,True,0.0,0
22500.0,True,True,False,True,0,145800.0,5080.95,Relative,Commercial,1.0,M,False,CL,Home,0.026392,21393,2217,10482,4814,True,False,False,Laborers,2,2,1,17.0,True,True,0.8564143,0.7297821,0.41534716,True,1.0,0
9000.0,False,False,True,True,0,34564.5,1098.0,Alone,Service,1.0,D,False,CL,Home,0.031329,18058,3975,4179,1608,True,False,False,Laborers,1,2,3,12.0,True,True,0.58142143,0.6497154,0.44361532,True,2.0,0
13500.0,True,False,False,True,1,7641.0,823.5,Relative,Service,2.0,M,False,CL,Home,0.008019,10143,1526,7515,2777,True,False,False,Laborers,3,2,0,15.0,True,True,0.2529978,0.6412992,0.39794633,True,1.0,0
11250.0,False,False,False,True,1,57607.2,2814.75,Alone,Service,1.0,M,False,CL,Home,0.006008,8595,1931,8595,1118,True,False,False,Laborers,3,2,1,14.0,True,True,0.28065935,0.6089062,0.59892625,True,2.0,0
31500.0,False,False,True,True,0,93303.0,3364.2,Alone,Govt Job,1.0,M,False,CL,Municipal,0.010147,18646,7686,9804,2197,True,False,True,Medicine,2,2,2,15.0,True,True,0.46093243,0.7229455,0.57620883,True,0.0,0
18000.0,True,False,False,True,0,33750.0,1096.65,Relative,Service,1.0,M,False,CL,Home,0.025164,14158,5814,276,3360,True,True,False,Sales,2,2,4,13.0,True,True,0.5589216,0.64593875,0.8150074,True,0.0,0
10350.0,False,True,False,False,0,27000.0,1298.7,Alone,Service,1.0,M,False,CL,Home,0.022625,12292,3845,968,3704,True,False,True,Cooking,2,2,6,13.0,True,True,0.5189015,0.28589788,0.58674,True,6.0,0
18000.0,False,False,True,True,0,91254.15,3028.95,Alone,Commercial,1.0,D,False,CL,Home,0.0228,19447,4703,7453,2993,True,False,False,Laborers,1,2,0,14.0,True,True,0.6660371,0.5411617,0.6463299,True,0.0,1
18000.0,True,True,True,False,0,77850.0,2373.3,Alone,Service,1.0,M,False,CL,Home,0.018634,11937,210,2301,4211,True,False,False,Laborers,2,2,1,12.0,True,True,0.32237685,0.13641931,0.3656165,True,1.0,0
11250.0,False,False,False,True,0,25470.0,2011.95,Alone,Service,1.0,M,False,CL,Home,0.022625,21111,1140,8632,180,True,False,True,Laborers,2,2,3,16.0,True,True,0.6114953,0.3734089,0.43473324,True,6.0,0
6750.0,True,False,True,False,0,31410.0,1657.35,Alone,Service,2.0,M,False,CL,Home,0.00496,11967,802,4210,4221,True,False,True,Sales,2,2,2,13.0,True,True,0.47169584,0.6794788,0.6006575,True,2.0,0
4500.0,False,True,False,True,2,25128.0,1328.4,Alone,Service,1.0,M,False,CL,Home,0.005002,14692,4855,2543,4779,True,True,True,Core,4,3,6,13.0,True,True,0.4316661,0.77071,0.7992968,True,0.0,0
26100.0,False,True,False,True,0,59850.0,4087.8,Alone,Govt Job,1.0,M,False,CL,Home,0.026392,15921,6982,10030,4369,True,False,False,Core,2,2,5,11.0,True,True,0.46909514,0.71332777,0.6642483,True,2.0,0
63000.0,False,False,False,True,2,109602.0,5609.25,Alone,Commercial,2.0,M,False,CL,Home,0.010556,13739,272,5319,5320,True,False,False,Managers,4,3,4,15.0,True,True,0.3859721,0.45631823,0.50107515,True,1.0,0
18000.0,False,False,False,True,0,67950.0,3620.25,Alone,Service,1.0,D,False,CL,Home,0.00963,19241,9218,12054,2774,True,False,True,High skill tech,1,2,5,17.0,True,True,0.7768845,0.63386136,0.6006575,True,1.0,0
11250.0,True,True,True,True,0,84015.9,4489.2,Alone,Commercial,1.0,S,False,CL,Home,0.031329,15250,494,1338,357,True,False,False,Drivers,1,2,3,8.0,True,True,0.43341702,0.6463937,0.59197664,True,0.0,0
11250.0,True,False,False,True,0,29516.85,1614.15,Alone,Commercial,1.0,S,False,CL,Home,0.019101,16849,8188,370,402,True,False,False,Sales,1,2,5,11.0,True,True,0.37550187,0.4772098,0.69409263,True,2.0,0
18000.0,True,False,True,True,0,11250.0,1125.45,Alone,Govt Job,2.0,D,False,CL,Home,0.032561,12807,3656,6038,5265,True,False,False,Core,1,1,0,12.0,True,True,0.83000344,0.756253,0.7252764,True,1.0,0
9000.0,False,True,False,True,0,20250.0,1012.5,Alone,Commercial,2.0,M,False,RL,Home,0.02461,10752,3825,4176,2957,True,False,False,Managers,2,2,2,17.0,True,True,0.35955065,0.544331,0.7662337,True,0.0,0
27000.0,True,False,False,True,1,135000.0,7411.05,Partner,Service,1.0,M,False,CL,Home,0.020713,14660,3356,3245,4616,True,False,False,Laborers,3,2,6,6.0,True,True,0.55627877,0.24719238,0.69409263,True,2.0,0
22500.0,True,False,True,True,0,90000.0,4595.4,Alone,nan,2.0,M,False,CL,Home,0.031329,13001,3679,7098,4486,True,False,False,Sales,2,2,2,8.0,True,True,0.27300078,0.26417524,0.22508687,True,6.0,0
27000.0,False,False,True,True,1,28350.0,1537.65,Alone,Commercial,1.0,M,False,CL,Home,0.006671,11159,276,5188,1473,True,False,True,Core,3,2,6,14.0,True,True,0.38599727,0.5010843,0.13510601,True,3.0,0
11250.0,False,True,False,True,1,45000.0,2250.0,Alone,Service,1.0,M,False,RL,Office,0.018029,15190,2374,7432,1686,True,False,False,Private service,3,3,3,9.0,True,True,0.3670607,0.6026867,0.3996756,True,2.0,0
24750.0,True,True,False,True,1,59256.0,4021.65,Alone,Service,1.0,M,False,CL,Home,0.00963,11848,4191,1061,4450,True,False,False,Laborers,3,2,2,15.0,True,True,0.28347686,0.5881912,0.4974689,True,2.0,0
18000.0,False,True,True,False,0,45000.0,2201.85,Alone,nan,2.0,M,False,CL,Home,0.010006,18560,4908,5155,2089,True,True,False,Medicine,2,2,6,16.0,True,True,0.45452797,0.27713197,0.53707,True,2.0,0
8100.0,False,False,True,True,1,22500.0,1048.95,Alone,Service,2.0,S,False,CL,Rental,0.010556,10094,1785,2962,2766,True,True,False,Core,2,3,4,9.0,True,True,0.46548206,0.50658363,0.45432106,True,0.0,0
45000.0,True,False,True,True,2,91350.0,2946.6,Relative,Commercial,2.0,M,False,CL,Home,0.019689,15519,1191,405,4382,True,False,True,Managers,4,2,5,12.0,True,True,0.47111434,0.42922482,0.40140742,True,3.0,0
18900.0,False,False,True,True,0,29851.2,2358.45,Alone,Service,2.0,S,False,CL,Home,0.010643,8313,763,5558,981,True,False,True,Core,1,2,5,16.0,True,True,0.1931578,0.19085294,0.25946766,True,4.0,0
9000.0,False,False,False,False,2,82482.3,2281.05,Alone,Service,2.0,M,False,CL,Family,0.00712,9736,1525,2396,1209,True,False,False,High skill tech,4,2,2,15.0,True,True,0.3683719,0.29823086,0.5814837,True,0.0,0
6750.0,False,False,True,True,2,36489.6,2344.95,Relative,Service,1.0,M,False,CL,Home,0.019689,11005,2334,699,1031,True,True,False,Sales,4,2,4,13.0,True,True,0.65906876,0.29798836,0.37233368,True,2.0,0
13500.0,False,True,True,True,0,54504.0,2067.75,Alone,Service,1.0,M,False,CL,Home,0.022625,19229,12059,10898,2760,True,True,False,Medicine,2,2,4,16.0,True,True,0.6327679,0.08199285,0.21885908,True,4.0,0
27000.0,True,False,True,False,1,36000.0,1800.0,Alone,Commercial,2.0,D,False,RL,Home,0.031329,13977,634,1779,4828,True,False,False,Managers,2,2,3,18.0,True,True,0.60154057,0.6936136,0.18959527,True,3.0,0
20250.0,True,True,True,True,1,135000.0,3960.45,Alone,nan,1.0,M,False,CL,Home,0.01452,12165,1342,776,3849,True,False,False,Laborers,3,2,3,7.0,True,True,0.43113273,0.5970233,0.2636468,True,2.0,0
9000.0,True,True,True,False,0,46394.1,1732.05,Alone,Commercial,1.0,M,False,CL,Home,0.031329,16241,3679,7619,4568,True,False,False,Drivers,2,2,3,11.0,True,True,0.34866628,0.6854968,0.29859498,True,1.0,0
40500.0,True,False,True,True,0,112950.0,3643.65,Relative,Commercial,2.0,M,False,CL,Shared,0.018634,17253,5118,572,780,True,True,True,Managers,2,2,1,15.0,True,True,0.6243811,0.5224666,0.19070596,True,1.0,0
24300.0,True,False,False,False,1,88884.0,2901.6,Alone,Commercial,2.0,M,False,CL,Home,0.01885,13609,633,2348,4036,True,False,False,Private service,3,2,6,13.0,True,True,0.621154,0.6636415,0.58674,True,0.0,0
18000.0,True,False,False,True,0,29628.0,2353.95,Alone,Service,1.0,M,False,CL,Home,0.010032,11018,262,5327,3675,True,False,False,Sales,2,2,5,4.0,True,True,0.2845302,0.70582944,0.40661743,True,1.0,0
11250.0,False,True,False,True,0,27000.0,1350.0,Alone,Commercial,1.0,M,False,RL,Home,0.032561,9577,1929,4313,747,True,False,False,Sales,2,1,3,16.0,True,True,0.62557656,0.7028969,0.3740208,True,0.0,0
9000.0,False,False,False,False,1,43707.6,3445.2,Alone,Service,1.0,M,False,CL,Home,0.018029,13904,188,7924,679,True,False,False,Cleaning,3,3,5,7.0,True,True,0.46833572,0.5869353,0.42765737,True,0.0,0
21150.0,False,True,False,True,0,60816.6,5937.75,Alone,Service,2.0,W,False,CL,Home,0.006629,18739,1505,7018,2266,True,False,False,Managers,1,2,1,8.0,True,True,0.6488294,0.7766447,0.70470643,True,0.0,0
22500.0,False,False,False,True,0,109602.0,5609.25,Partner,Commercial,2.0,M,False,CL,Home,0.032561,14258,1037,3474,2369,True,False,False,Managers,2,1,6,10.0,True,True,0.6535257,0.5035498,0.6430256,True,5.0,0
9000.0,False,False,False,False,1,21564.0,1315.8,Alone,Service,1.0,D,False,CL,Family,0.031329,10910,2739,7581,3584,True,True,True,Laborers,2,2,4,16.0,True,True,0.20574127,0.39284852,0.6894792,True,0.0,0
12600.0,False,True,True,False,0,26056.8,2551.5,Alone,Service,1.0,D,False,CL,Home,0.020713,16420,466,3472,3221,True,False,False,Medicine,1,2,5,10.0,True,True,0.5073236,0.7315121,0.45789954,True,3.0,0
22500.0,False,True,False,True,0,83538.0,2240.1,Alone,Commercial,1.0,W,False,CL,Home,0.02461,20377,2635,10041,3904,True,False,False,Managers,1,2,1,17.0,True,True,0.87869436,0.55363274,0.6212263,True,2.0,0
36900.0,True,False,True,True,0,90000.0,4608.45,Alone,Commercial,2.0,M,False,CL,Home,0.026392,12939,3596,178,4298,True,False,False,High skill tech,2,2,1,17.0,True,True,0.5083863,0.5723907,0.391055,True,2.0,0
22500.0,False,False,False,True,0,33111.0,3489.75,Alone,Commercial,2.0,S,False,CL,Municipal,0.072508,9882,2878,4688,2474,True,False,True,Core,1,1,6,16.0,True,True,0.3688965,0.65417624,0.29558265,True,2.0,0
13500.0,False,False,True,False,1,45000.0,3555.45,Alone,Service,1.0,M,False,CL,Home,0.010032,15941,678,1007,1098,True,True,False,Medicine,3,2,0,4.0,True,True,0.68101716,0.37101755,0.2707074,True,1.0,0
20250.0,False,False,False,False,2,36000.0,2844.0,Alone,Service,1.0,M,False,CL,Home,0.011657,12202,667,776,3743,True,True,False,Core,4,1,2,11.0,True,True,0.4037968,0.46630043,0.4188543,True,3.0,1
20250.0,True,False,True,True,0,66150.0,5239.35,Relative,Commercial,1.0,M,False,CL,Home,0.007114,18768,7130,4308,2310,True,False,False,Managers,2,2,2,12.0,True,True,0.71684897,0.38349035,0.44717857,True,4.0,0
11250.0,True,False,False,True,3,25470.0,3035.7,Partner,Service,1.0,M,False,CL,Home,0.018634,12233,603,5275,4315,True,False,False,Core,5,2,6,14.0,True,True,0.4837306,0.37629908,0.51729655,True,5.0,0
11250.0,False,False,True,True,0,49500.0,1777.95,Alone,nan,2.0,M,False,CL,Home,0.02461,17214,942,5860,643,True,True,True,Core,2,2,3,17.0,True,True,0.768374,0.7450934,0.072496675,True,0.0,0
9000.0,False,False,False,True,0,13500.0,675.0,Alone,Service,1.0,M,False,RL,Home,0.025164,21881,930,13321,4099,True,False,False,Sales,2,2,5,15.0,True,True,0.39991707,0.3693249,0.6528965,True,1.0,0
12150.0,False,False,False,True,0,15282.0,1501.65,Alone,nan,1.0,M,False,CL,Home,0.015221,16630,1145,929,174,True,False,False,Sales,2,2,2,10.0,True,True,0.5961469,0.3846905,0.5118918,True,0.0,0
15750.0,False,False,True,True,0,42745.05,2250.9,Alone,Service,2.0,S,False,CL,Home,0.025164,16699,8573,3959,226,True,False,False,High skill tech,1,2,6,9.0,True,True,0.70016295,0.6531119,0.80045134,True,3.0,0
40500.0,True,True,False,False,2,67500.0,5059.8,Alone,Commercial,2.0,D,False,CL,Office,0.028663,14846,5937,419,4086,True,False,False,Accountants,3,2,1,9.0,True,True,0.7897235,0.40680042,0.46865967,True,0.0,0
13500.0,False,True,False,True,1,27627.75,1691.55,Alone,Service,2.0,M,False,CL,Home,0.020713,17727,1055,8623,1258,True,False,False,Laborers,3,2,1,14.0,True,True,0.7540271,0.4015239,0.2664568,True,0.0,0
18000.0,True,True,True,True,0,84150.0,4309.65,Alone,Service,1.0,D,False,CL,Family,0.01452,8400,514,5605,1068,True,False,False,Drivers,1,2,1,11.0,True,True,0.11546631,0.14132474,0.4650692,True,1.0,0
13500.0,True,False,False,False,0,22500.0,606.6,Alone,Service,1.0,S,False,CL,Home,0.026392,12260,896,6363,4279,True,False,False,Core,1,2,3,10.0,True,True,0.31757036,0.69579804,0.70018387,True,1.0,0
27000.0,False,False,False,True,0,97650.0,3520.35,Alone,Service,1.0,M,False,CL,Home,0.01452,18114,10121,4634,1659,True,False,False,High skill tech,2,2,5,9.0,True,True,0.7232103,0.6610838,0.4920601,True,2.0,0
31500.0,False,False,True,True,1,65449.8,4667.4,Alone,Commercial,2.0,S,False,CL,Home,0.072508,20958,2473,11316,1551,True,False,False,High skill tech,2,1,2,16.0,True,True,0.80177045,0.72037154,0.66585493,True,4.0,0
36000.0,False,False,True,False,2,13500.0,1453.95,Alone,Commercial,2.0,M,False,CL,Home,0.032561,11616,923,10394,941,True,True,True,Cooking,4,1,3,15.0,True,True,0.57273185,0.5290312,0.30467218,True,2.0,0
13500.0,False,True,False,True,1,38250.0,1873.35,Alone,Service,2.0,W,False,CL,Home,0.018209,12320,714,81,1484,True,False,False,Core,2,3,1,15.0,True,True,0.30218893,0.024279675,0.6463299,True,0.0,0
18000.0,False,False,False,True,0,58280.4,2580.3,Alone,Govt Job,2.0,D,False,CL,Home,0.02461,17674,6788,10598,1205,True,True,True,Core,1,2,5,9.0,True,True,0.76753134,0.61773777,0.51729655,True,5.0,0
18000.0,True,True,False,True,0,54000.0,4279.5,Partner,Service,1.0,M,False,CL,Home,0.026392,20120,3616,12656,2434,True,False,False,Laborers,2,2,2,16.0,True,True,0.68703514,0.6654403,0.367291,True,1.0,0
13500.0,True,False,False,False,0,31500.0,2450.7,Alone,Govt Job,1.0,M,False,CL,Office,0.028663,12568,1289,1936,4298,True,False,False,Accountants,2,2,5,13.0,True,True,0.38836518,0.49012995,0.53527623,True,1.0,0
31500.0,True,False,True,True,1,20250.0,1012.5,Alone,Commercial,2.0,W,False,RL,Home,0.020713,13874,590,2108,2605,True,False,False,Managers,2,2,3,13.0,True,True,0.42985842,0.41898665,0.2664568,True,0.0,0
22500.0,True,True,True,False,0,67500.0,2190.6,Alone,Service,2.0,M,False,CL,Home,0.026392,15366,669,437,4388,True,False,False,Managers,2,2,5,11.0,True,True,0.7349197,0.70646924,0.32331124,True,3.0,0
15750.0,True,False,False,True,2,45000.0,4738.5,Partner,Govt Job,1.0,M,False,CL,Home,0.01452,16157,1021,6283,4086,True,False,False,Drivers,4,2,6,11.0,True,True,0.40228468,0.6188938,0.68326885,True,5.0,0
13500.0,False,True,True,True,1,67500.0,2514.6,Alone,Service,1.0,M,False,CL,Family,0.028663,10065,168,1265,244,True,False,False,Laborers,3,2,2,9.0,True,True,0.17264009,0.48585188,0.71657026,True,1.0,0
11250.0,False,False,True,True,2,13500.0,675.0,Alone,nan,1.0,S,False,RL,Home,0.011657,14437,93,5728,3763,True,False,True,Core,3,1,6,11.0,True,True,0.3990773,0.7071852,0.60927564,True,1.0,0
36000.0,True,True,True,True,0,164937.6,5463.9,Alone,Service,1.0,W,False,CL,Home,0.072508,17544,1420,10144,1073,True,False,False,Managers,1,1,4,17.0,True,True,0.38997477,0.76251787,0.6971469,True,0.0,0
9000.0,False,False,True,False,2,15830.1,1578.6,Alone,Commercial,1.0,M,False,CL,Home,0.031329,13947,2907,3899,4294,True,False,False,Sales,4,2,5,15.0,True,True,0.85776234,0.6355649,0.778904,True,0.0,0
13500.0,True,True,True,True,0,72000.0,4614.3,Alone,Service,1.0,M,False,CL,Home,0.028663,9977,530,6881,2620,True,False,False,Drivers,2,2,5,12.0,True,True,0.4938243,0.5095787,0.5460232,True,1.0,0
22500.0,True,True,False,False,0,22500.0,1741.05,Alone,Service,2.0,D,False,CL,Home,0.022625,13821,690,7963,2806,True,False,True,Managers,1,2,2,18.0,True,True,0.37595385,0.779582,0.36061257,True,3.0,1
12150.0,False,False,True,True,0,19808.55,1971.9,Alone,Commercial,2.0,S,False,CL,Home,0.031329,19999,1139,11310,3554,True,False,False,High skill tech,1,2,1,10.0,True,True,0.8156665,0.5788702,0.5814837,True,0.0,0
22500.0,True,False,True,False,2,113076.0,3122.55,Alone,nan,2.0,D,False,CL,Home,0.04622,12146,1935,5948,4269,True,False,False,Laborers,3,1,4,13.0,True,True,0.39035967,0.76038885,0.56560796,True,5.0,0
16650.0,True,False,False,False,0,31276.8,1637.55,Alone,Commercial,2.0,D,False,CL,Home,0.018801,13992,6689,6847,4153,True,True,True,High skill tech,1,2,1,14.0,True,True,0.71124315,0.6020215,0.53527623,True,0.0,0
11250.0,False,False,False,True,0,26585.1,1370.25,Relative,Service,2.0,M,False,CL,Home,0.025164,11807,3078,10897,1641,True,True,False,Managers,2,2,5,8.0,True,True,0.71884346,0.5438754,0.40835884,True,6.0,0
11250.0,False,True,True,True,0,105477.3,3498.75,Alone,Service,1.0,M,False,CL,Home,0.008019,18227,2936,3953,1771,True,False,False,Sales,2,2,3,18.0,True,True,0.67270005,0.56160533,0.5531647,True,4.0,0
22500.0,True,True,False,True,0,43305.75,1920.6,Alone,Service,1.0,D,False,CL,Home,0.020713,19451,1650,9395,2983,True,False,False,Security,1,2,3,11.0,True,True,0.16994861,0.48514724,0.30010775,True,5.0,1
15750.0,False,True,True,False,0,45450.0,2199.6,Alone,Service,2.0,M,False,CL,Home,0.010147,8821,1074,8789,1501,True,True,True,Low-skill Laborers,2,2,6,12.0,True,True,0.19936794,0.5103656,0.32016337,True,6.0,0
36000.0,False,True,False,False,2,47376.0,4987.8,Relative,Commercial,2.0,M,False,CL,Family,0.072508,15339,1321,5112,6071,True,False,True,Managers,4,1,2,16.0,True,True,0.8706214,0.65501183,0.50287825,True,3.0,0
20250.0,True,False,True,False,1,59848.65,2529.0,Alone,Service,1.0,M,False,CL,Home,0.020713,12178,1165,610,2992,True,False,False,Core,3,2,4,5.0,True,True,0.29718557,0.59486437,0.7610264,True,1.0,0
18000.0,True,False,False,True,1,109602.0,5285.7,Alone,Service,1.0,S,False,CL,Home,0.005144,9672,533,7924,1920,True,False,True,Laborers,2,2,3,12.0,True,True,0.21060336,0.6565766,0.2127563,True,4.0,0
13500.0,True,False,True,False,0,47376.0,5102.1,Alone,Service,1.0,S,False,CL,Home,0.025164,9139,1111,784,1820,True,False,False,Sales,1,2,1,14.0,True,True,0.566849,0.16781974,0.78260785,True,0.0,0
7200.0,False,True,True,True,0,24750.0,1216.8,Alone,Service,2.0,S,False,CL,Home,0.010966,9671,1904,8196,2309,True,True,False,Laborers,1,2,2,11.0,True,True,0.1732571,0.609916,0.42061096,True,4.0,0
11250.0,False,False,False,True,1,125640.0,3686.4,Alone,Govt Job,1.0,M,False,CL,Municipal,0.010006,16098,7929,7862,4610,True,True,True,Core,3,2,6,13.0,True,True,0.6359725,0.53574896,0.61782616,True,1.0,0
29250.0,True,True,False,True,2,163512.0,5696.55,Alone,Service,1.0,M,False,CL,Home,0.020713,16770,6877,665,322,True,False,False,Managers,4,2,2,12.0,True,True,0.79111314,0.58872604,0.5954562,True,1.0,0
45000.0,True,True,True,True,0,102474.0,5232.15,Relative,Commercial,2.0,M,False,CL,Home,0.02461,18105,4447,5332,1641,True,True,True,Managers,2,2,1,16.0,True,True,0.758825,0.5566084,0.33445412,True,3.0,0
27000.0,True,True,True,True,0,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Municipal,0.007274,14846,325,1613,848,True,False,False,Core,2,2,5,12.0,True,True,0.6744978,0.38170823,0.57620883,True,1.0,0
11250.0,False,False,True,True,3,47250.0,2425.5,Alone,Service,1.0,M,False,CL,Home,0.006296,12647,2828,4767,4748,True,False,False,Laborers,5,3,5,10.0,True,True,0.35762733,0.46108538,0.12217975,True,0.0,1
18000.0,True,False,True,False,0,6750.0,708.75,Alone,Service,1.0,M,False,CL,Home,0.008866,13744,6032,2176,4629,True,True,False,Laborers,2,2,3,18.0,True,True,0.6556842,0.4074074,0.6161217,True,1.0,0
11250.0,True,True,True,False,1,59590.35,3245.4,Others,Commercial,2.0,D,False,CL,Home,0.014464,8084,152,314,234,True,False,False,Accountants,2,2,1,5.0,True,True,0.23064502,0.4454201,0.32806316,True,0.0,0
22500.0,True,False,False,True,0,102474.0,5245.2,Alone,Service,2.0,D,False,CL,Home,0.008575,16016,5065,10161,4711,True,False,False,Core,1,2,2,17.0,True,True,0.71115416,0.6814947,0.4920601,True,2.0,0
18000.0,True,True,False,True,0,54000.0,2700.0,Alone,Commercial,1.0,M,False,RL,Home,0.04622,18221,4512,2698,1542,True,False,False,High skill tech,2,1,5,15.0,True,True,0.6676709,0.78807366,0.6801388,True,0.0,0
22500.0,False,False,True,True,0,32400.0,1822.05,Relative,Govt Job,1.0,D,False,CL,Home,0.028663,17210,6400,3347,759,True,False,False,Core,1,2,6,9.0,True,True,0.6867405,0.6608388,0.70470643,True,1.0,0
11250.0,False,False,True,False,0,42976.35,3395.25,Partner,Service,1.0,M,False,CL,Home,0.022625,10396,778,4649,2849,True,False,False,Laborers,2,2,6,11.0,True,True,0.16188961,0.15933916,0.27213368,True,4.0,0
18000.0,False,True,True,True,0,18900.0,1854.0,Alone,Service,2.0,M,False,CL,Home,0.020713,24953,14620,15655,3974,True,False,True,Core,2,2,1,7.0,True,True,0.86170304,0.13165805,0.73381454,True,3.0,0
21150.0,True,False,False,True,2,72846.0,7477.2,Alone,Service,2.0,M,False,CL,Home,0.032561,13324,2915,1368,1396,True,False,False,High skill tech,4,1,0,13.0,True,True,0.7904697,0.6584577,0.2032521,True,1.0,0
9000.0,True,True,True,True,1,14391.0,1423.35,Alone,Service,2.0,M,False,CL,Family,0.0228,11422,1695,5354,854,True,True,True,Accountants,3,2,2,17.0,True,True,0.39743346,0.59041935,0.5226973,True,1.0,0
9000.0,True,False,True,True,0,24161.85,2402.55,Alone,Service,1.0,M,False,CL,Home,0.00496,18794,2794,8708,2327,True,False,True,Drivers,2,2,5,16.0,True,True,0.65010726,0.74069536,0.7517237,True,1.0,0
22500.0,False,False,False,True,0,34337.7,1984.05,Relative,nan,1.0,M,False,CL,Home,0.025164,13938,6753,5313,4827,True,False,False,Drivers,2,2,1,14.0,True,True,0.5525228,0.2287367,0.391055,True,3.0,0
31500.0,True,True,True,True,0,153555.3,4502.7,Alone,Service,2.0,M,False,CL,Home,0.008866,12162,976,1472,4345,True,False,False,High skill tech,2,2,6,13.0,True,True,0.5900437,0.5660313,0.70769936,True,1.0,0
13500.0,False,False,True,False,1,52934.85,4195.35,Alone,Commercial,1.0,M,False,CL,Home,0.0228,12326,764,6345,3251,True,False,True,Laborers,3,2,6,13.0,True,True,0.33646968,0.2477666,0.59197664,True,2.0,1
36000.0,True,False,False,False,1,90000.0,2387.25,Relative,Commercial,2.0,M,False,CL,Home,0.0228,12931,1600,356,4240,True,False,False,Managers,3,2,3,15.0,True,True,0.24073128,0.49070925,0.49927202,True,0.0,0
15750.0,True,True,False,True,1,16896.15,1242.45,Alone,Service,2.0,S,False,CL,Home,0.020246,11551,321,4401,3298,True,False,False,Sales,2,3,3,7.0,True,True,0.23415986,0.092684895,0.391055,True,1.0,1
9900.0,False,False,True,True,2,67500.0,2177.55,Alone,Service,2.0,M,False,CL,Home,0.008019,11678,376,3193,3202,True,False,False,Sales,4,2,2,8.0,True,True,0.49576658,0.4975418,0.35233998,True,0.0,0
13500.0,False,True,False,True,1,45450.0,4508.1,Alone,Commercial,1.0,M,False,CL,Home,0.018209,16815,246,3492,356,True,False,False,High skill tech,3,3,3,8.0,True,True,0.15351589,0.20350866,0.81391746,True,0.0,0
11250.0,True,False,False,True,0,27000.0,1350.0,Alone,Commercial,2.0,S,False,RL,Home,0.008575,10509,165,2276,3169,True,False,False,Managers,1,2,6,11.0,True,True,0.31650236,0.55794096,0.22383131,True,0.0,0
15750.0,True,False,False,True,2,85500.0,2512.8,Alone,Service,1.0,M,False,CL,Home,0.015221,15052,2620,7292,4565,True,False,False,Core,4,2,3,16.0,True,True,0.7930276,0.5813683,0.6144144,True,3.0,0
29250.0,True,False,True,True,1,45000.0,2110.95,Alone,Service,2.0,S,False,CL,Home,0.026392,13857,314,739,4730,True,True,False,Sales,2,2,1,13.0,True,True,0.6596108,0.7432366,0.38591468,True,3.0,0
13500.0,False,False,False,False,0,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.010006,12549,135,6258,1268,True,True,True,Laborers,2,2,4,13.0,True,True,0.45264167,0.5222648,0.47764915,True,2.0,0
27000.0,True,False,False,True,0,111384.0,4430.25,Alone,Service,1.0,M,False,CL,Home,0.02461,13786,3239,7892,4077,True,False,False,Drivers,2,2,1,9.0,True,True,0.11451545,0.68502045,0.4902575,True,2.0,0
8100.0,False,False,True,True,0,45000.0,1629.45,Alone,Service,1.0,M,False,CL,Home,0.015221,18730,1497,7727,2271,True,False,False,Laborers,2,2,4,12.0,True,True,0.6312034,0.5744554,0.7091891,True,5.0,0
27000.0,False,True,False,True,0,131211.0,5572.35,Alone,Govt Job,1.0,M,False,CL,Home,0.018801,13955,1451,1440,4518,True,False,False,High skill tech,2,2,1,9.0,True,True,0.46135634,0.5135455,0.5567274,True,1.0,0
33750.0,True,True,True,False,0,69102.0,1899.9,Alone,Commercial,2.0,M,False,CL,Home,0.04622,12363,969,6096,181,True,False,True,Core,2,1,1,19.0,True,True,0.65237194,0.809443,0.7136314,True,0.0,0
22500.0,False,True,True,False,1,135000.0,4705.65,Alone,Service,2.0,M,False,CL,Home,0.018634,16694,2824,3435,211,True,True,True,High skill tech,3,2,2,11.0,True,True,0.6540619,0.46163967,0.15568937,True,0.0,0
8100.0,False,False,True,True,0,11944.8,776.25,Alone,Govt Job,2.0,M,False,CL,Home,0.010966,17558,8588,4227,1113,True,False,False,Core,2,2,3,17.0,True,True,0.45532584,0.49404326,0.45969045,True,2.0,0
9000.0,False,True,False,True,0,55380.6,2840.4,Alone,Commercial,1.0,M,False,CL,Home,0.01885,14165,246,2548,4683,True,False,False,Sales,2,2,3,13.0,True,True,0.32189623,0.71148634,0.60238636,True,1.0,0
22500.0,False,True,False,False,0,25470.0,1658.25,Alone,Service,2.0,M,False,CL,Home,0.030755,10426,926,905,674,True,True,True,Managers,2,2,4,10.0,True,True,0.4003032,0.70161206,0.33285058,True,0.0,1
27000.0,True,False,False,False,2,83700.0,2700.0,Alone,nan,2.0,M,False,CL,Home,0.010966,14303,142,2496,5023,True,True,True,Managers,4,2,5,12.0,True,True,0.70361245,0.27707502,0.6769925,True,0.0,0
9000.0,False,True,False,False,0,54504.0,2540.7,Relative,Govt Job,1.0,W,False,CL,Home,0.00496,19422,2153,1131,2970,True,False,True,Medicine,1,2,0,12.0,True,True,0.61679274,0.58307576,0.50468135,True,0.0,1
13500.0,True,False,True,True,2,54504.0,2664.0,Relative,Service,1.0,M,False,CL,Home,0.011703,11734,1682,3173,4342,True,False,False,Accountants,4,2,3,10.0,True,True,0.38513446,0.66382205,0.5585066,True,1.0,0
18000.0,False,False,True,True,0,56249.1,2396.25,Alone,Service,1.0,M,False,CL,Home,0.010556,13597,4374,2469,3194,True,False,False,Laborers,2,3,1,14.0,True,True,0.82868856,0.7402373,0.54423475,True,1.0,0
8100.0,False,False,False,True,0,11250.0,1181.25,Alone,Service,1.0,M,False,CL,Home,0.031329,19479,7854,7772,3039,True,True,False,Laborers,2,2,5,10.0,True,True,0.5329705,0.4183533,0.8193177,True,4.0,0
45000.0,True,False,False,False,2,48564.0,3893.85,Alone,Commercial,1.0,M,False,CL,Family,0.006629,16296,807,2925,4746,True,True,False,Drivers,4,2,2,5.0,True,True,0.53872395,0.64184225,0.75574005,True,1.0,0
20250.0,False,False,True,False,2,80865.0,2621.7,Alone,Service,1.0,M,False,CL,Home,0.015221,12660,2206,5016,3486,True,True,True,Accountants,4,2,1,17.0,True,True,0.34937727,0.6424754,0.5495965,True,1.0,0
18000.0,True,False,True,True,0,54504.0,2553.75,Alone,Commercial,1.0,M,False,CL,Home,0.04622,14150,196,6920,4431,True,False,False,Laborers,2,1,6,16.0,True,True,0.29206583,0.734269,0.35895124,True,2.0,1
11250.0,False,False,True,True,1,24727.5,1771.65,Relative,Commercial,1.0,M,False,CL,Home,0.031329,13506,2805,3920,5407,True,True,True,Sales,3,2,5,10.0,True,True,0.46275154,0.37033397,0.4830502,True,1.0,0
36000.0,True,True,False,False,1,111819.6,3620.25,Alone,Commercial,1.0,D,False,CL,Family,0.035792,13499,225,44,4712,True,False,False,Drivers,2,2,4,11.0,True,True,0.5103259,0.4162317,0.20796417,True,6.0,0
16650.0,True,True,False,True,0,88884.0,3205.35,Alone,Commercial,1.0,D,False,CL,Home,0.025164,21796,6556,8882,4188,True,False,True,Laborers,1,2,4,11.0,True,True,0.77664846,0.64064497,0.7394118,True,0.0,0
23174.1,True,False,False,False,0,13500.0,1249.2,Alone,Commercial,2.0,M,False,CL,Home,0.072508,9155,1112,3451,385,True,True,False,Core,2,1,1,18.0,True,True,0.7578368,0.6845909,0.24853556,True,3.0,0
22500.0,False,False,True,True,1,72979.2,3739.05,Alone,Commercial,1.0,M,False,CL,Home,0.007274,14871,3873,469,3831,True,False,False,Sales,3,2,5,16.0,True,True,0.74052775,0.68748754,0.71803284,True,1.0,0
13050.0,False,False,True,False,0,22500.0,1777.5,Alone,Service,1.0,S,False,CL,Family,0.028663,11077,2674,973,3643,True,False,True,Sales,1,2,1,11.0,True,True,0.43336058,0.38838765,0.45610973,True,2.0,0
13500.0,True,False,True,True,0,18000.0,900.0,Alone,Commercial,2.0,S,False,RL,Family,0.018029,8613,1546,3455,1268,True,False,False,Sales,1,3,2,9.0,True,True,0.30498472,0.47322878,0.40140742,True,2.0,0
6750.0,False,False,True,True,1,33776.1,1578.15,Alone,nan,1.0,S,False,CL,Home,0.031329,11605,4770,5243,1058,True,False,False,Sales,2,2,5,16.0,True,True,0.2984333,0.37341917,0.6561584,True,1.0,0
20250.0,True,True,False,True,0,125640.0,4464.45,Alone,Service,1.0,S,False,CL,Home,0.011657,13443,2520,7539,4120,True,False,True,Managers,1,1,2,12.0,True,True,0.72009766,0.71750385,0.34252888,True,1.0,0
20250.0,False,True,False,False,0,36000.0,1598.85,Alone,Service,1.0,W,False,CL,Home,0.031329,18992,11684,7165,2544,True,False,True,Medicine,1,2,5,17.0,True,True,0.74773747,0.51176995,0.23791608,True,0.0,0
18000.0,False,False,False,True,0,60379.2,2231.1,Alone,Service,1.0,D,False,CL,Home,0.018634,13739,1925,686,2436,True,False,False,Medicine,1,2,5,12.0,True,True,0.45854807,0.095056325,0.42765737,True,2.0,0
14400.0,True,True,False,True,2,67500.0,3459.6,Alone,Service,1.0,M,False,CL,Home,0.026392,10891,2590,9408,3497,True,True,True,Sales,4,2,5,11.0,True,True,0.39786327,0.70627874,0.17456427,True,3.0,0
18900.0,True,True,False,False,0,45450.0,2002.05,Alone,Commercial,1.0,M,False,CL,Home,0.011703,18234,6947,5394,1770,True,False,True,Accountants,2,2,4,9.0,True,True,0.72454244,0.73584896,0.3016249,True,1.0,0
12150.0,True,False,True,True,1,22500.0,1233.45,Alone,Commercial,1.0,M,False,CL,Family,0.025164,12907,896,7047,4125,True,True,False,Laborers,3,2,0,13.0,True,True,0.4983012,0.6445422,0.27933532,True,2.0,0
31500.0,True,True,True,False,2,188685.0,5188.5,Alone,Service,2.0,M,False,CL,Home,0.072508,12686,2421,6739,5347,True,True,True,Core,4,1,5,9.0,True,True,0.5916849,0.7284821,0.6594055,True,1.0,0
18900.0,False,True,False,False,1,81404.1,2393.1,Alone,Govt Job,4.0,M,False,CL,Home,0.009175,13454,4013,776,3588,True,False,False,Core,3,2,3,10.0,True,True,0.42361125,0.6434894,0.73381454,True,1.0,0
9000.0,False,False,True,False,0,45000.0,2188.8,Alone,Service,1.0,M,False,CL,Municipal,0.018029,10777,2064,4668,1793,True,False,True,Security,2,2,2,12.0,True,True,0.20061958,0.57518226,0.66263777,True,2.0,0
20250.0,True,True,True,True,0,22500.0,1125.0,Alone,Commercial,2.0,S,False,RL,Home,0.008625,10350,1576,4640,3017,True,False,False,High skill tech,1,2,5,14.0,True,True,0.7273527,0.76933914,0.7713616,True,1.0,0
11250.0,False,False,True,True,1,24750.0,1773.0,Relative,Commercial,2.0,M,False,CL,Home,0.028663,10855,2686,4507,1547,True,False,False,Managers,3,2,1,13.0,True,True,0.4360867,0.54408693,0.6127042,True,5.0,0
18000.0,False,False,False,False,0,49500.0,1777.95,Alone,Service,2.0,D,False,CL,Home,0.0228,14127,2058,1198,3459,True,True,True,Accountants,1,2,6,13.0,True,True,0.3561159,0.636299,0.3996756,True,3.0,0
9900.0,True,False,False,True,1,24300.0,1271.25,Alone,Commercial,1.0,D,False,CL,Home,0.018209,8169,140,4072,835,True,False,False,Sales,2,3,2,7.0,True,True,0.22963953,0.09370128,0.19294223,True,1.0,0
11250.0,False,False,True,False,0,56249.1,2490.75,Alone,Commercial,1.0,M,False,CL,Home,0.032561,19154,4984,12988,2686,True,True,True,Sales,2,1,2,16.0,True,True,0.84759796,0.6219168,0.3740208,True,2.0,0
15750.0,False,False,True,True,1,20376.0,1326.6,Alone,Service,2.0,M,False,CL,Home,0.010966,12370,1122,2297,328,True,False,False,Accountants,3,2,3,13.0,True,True,0.70192295,0.64445204,0.044742826,True,0.0,0
16650.0,False,False,True,True,0,23985.0,2557.8,Alone,Commercial,1.0,M,False,CL,Home,0.072508,19007,1603,12826,2452,True,False,False,Accountants,2,1,4,16.0,True,True,0.89045525,0.70786846,0.7136314,True,1.0,0
11250.0,False,False,False,True,1,100692.0,4279.05,Alone,Service,2.0,M,False,CL,Home,0.004849,18217,7651,8124,1743,True,False,False,Core,3,2,2,15.0,True,True,0.7990805,0.46385235,0.5118918,True,1.0,0
13500.0,False,False,True,True,0,64350.0,2324.25,Alone,Service,1.0,M,False,CL,Home,0.00712,19296,423,9450,2800,True,False,False,High skill tech,2,2,2,11.0,True,True,0.6637307,0.7465733,0.2539628,True,6.0,0
27000.0,True,False,False,True,0,45000.0,2330.1,Alone,Commercial,2.0,M,False,CL,Home,0.072508,12103,834,6192,4716,True,True,False,Core,2,1,6,15.0,True,True,0.5480887,0.74787027,0.19633396,True,4.0,0
13500.0,False,False,True,True,0,91647.0,2679.75,Alone,Service,2.0,M,False,CL,Shared,0.031329,13403,5996,3794,4645,True,True,False,Laborers,2,2,4,11.0,True,True,0.25212172,0.1621921,0.6161217,True,2.0,0
9000.0,True,False,False,True,0,20250.0,1012.5,Alone,Service,2.0,M,False,RL,Home,0.019689,12481,3236,1561,2015,True,False,False,Accountants,2,2,3,8.0,True,True,0.7041025,0.7419408,0.75037515,True,1.0,0
9000.0,False,False,True,False,1,12735.0,1253.25,Relative,Service,1.0,M,False,CL,Home,0.00733,14878,5585,6765,4581,True,False,False,Managers,3,2,5,12.0,True,True,0.6701161,0.6809059,0.75839305,True,3.0,0
6750.0,False,False,False,True,0,22570.65,1237.5,Alone,Service,1.0,D,False,CL,Home,0.010643,16274,1659,7887,4101,True,False,False,Sales,1,2,3,10.0,True,True,0.42923895,0.0557171,0.15380259,True,1.0,0
18900.0,True,False,True,True,2,54504.0,3655.35,Alone,Service,1.0,M,False,CL,Home,0.009657,12678,1989,577,1815,True,False,False,Sales,4,2,6,10.0,True,True,0.29621717,0.60587126,0.39277387,True,1.0,1
9000.0,False,False,True,False,0,22500.0,1790.55,Partner,Service,1.0,D,False,CL,Home,0.010006,12926,1233,1977,1879,True,False,True,Laborers,1,2,5,6.0,True,True,0.1745333,0.26225838,0.18959527,True,1.0,1
10800.0,True,False,True,False,2,17251.2,1347.75,Alone,Service,1.0,M,False,CL,Home,0.016612,12665,2719,6816,4365,True,False,False,Laborers,4,2,2,16.0,True,True,0.39558476,0.7391046,0.79107493,True,1.0,0
9900.0,True,False,True,False,0,13500.0,939.6,Alone,Service,1.0,D,False,CL,Home,0.010276,12306,5038,4668,4678,True,True,False,Laborers,1,2,1,13.0,True,True,0.25024796,0.6212738,0.7016958,True,0.0,0
27000.0,False,False,False,True,1,102474.0,4942.8,Alone,Commercial,1.0,M,False,CL,Home,0.01885,14122,3712,390,4859,True,False,False,Laborers,3,2,4,10.0,True,True,0.27587858,0.65475976,0.5954562,True,0.0,0
13500.0,False,False,False,True,0,27627.75,1423.35,Alone,Service,1.0,S,False,CL,Home,0.016612,10547,1800,4303,3149,True,False,False,Sales,1,2,2,17.0,True,True,0.5049307,0.61689055,0.38591468,True,5.0,0
15750.0,False,False,True,False,0,14925.6,1771.2,Alone,Service,2.0,S,False,CL,Home,0.01452,13026,2888,1894,835,True,True,False,Accountants,1,2,5,17.0,True,True,0.5834917,0.20814826,0.6817059,True,1.0,0
18450.0,False,True,True,True,0,27000.0,1350.0,Alone,Commercial,2.0,M,False,RL,Home,0.04622,15036,375,9088,4775,True,True,False,Laborers,2,1,4,15.0,True,True,0.31373996,0.5525355,0.5118918,True,0.0,0
17550.0,False,False,True,False,0,29977.2,2381.4,Alone,Govt Job,2.0,M,False,CL,Home,0.025164,15903,8967,2241,5201,True,False,False,Core,2,2,3,9.0,True,True,0.6182083,0.36668533,0.18088798,True,2.0,0
31500.0,False,True,False,True,0,134550.0,5493.15,Alone,Commercial,1.0,M,False,CL,Home,0.018634,17725,2911,6235,1284,True,False,False,Accountants,2,2,0,18.0,True,True,0.76983076,0.32333604,0.6577838,True,4.0,0
36000.0,False,True,True,True,0,100692.0,4006.35,Alone,nan,2.0,M,False,CL,Home,0.006305,16635,3480,7383,172,True,False,False,Managers,2,3,1,10.0,True,True,0.47152624,0.452637,0.47944897,True,2.0,0
9000.0,True,False,True,False,2,29432.25,1536.75,Alone,Commercial,1.0,M,False,CL,Home,0.02461,10962,354,2638,3572,True,False,True,High skill tech,4,2,3,11.0,True,True,0.5121415,0.67550355,0.6848277,True,0.0,0
9000.0,True,True,False,True,0,36489.6,2205.0,Alone,Service,1.0,M,False,CL,Home,0.028663,12872,178,6865,4136,True,True,False,Core,2,2,1,11.0,True,True,0.6764935,0.44089267,0.4365065,True,1.0,0
15750.0,False,False,False,True,2,15357.6,881.55,Relative,Service,1.0,M,False,CL,Home,0.020246,12919,5031,6878,4961,True,True,True,Laborers,4,3,1,14.0,True,True,0.34980538,0.40062565,0.4974689,True,2.0,0
13500.0,True,False,False,False,1,122301.0,4850.1,Alone,Govt Job,2.0,M,False,CL,Home,0.022625,14886,3692,4416,4623,True,True,True,Managers,3,2,6,14.0,True,True,0.79435486,0.7736834,0.6561584,True,0.0,0
11700.0,False,True,False,True,1,18000.0,900.0,Relative,Commercial,2.0,M,False,RL,Shared,0.01885,8569,1502,6048,849,True,False,False,Cleaning,3,2,5,10.0,True,True,0.16488975,0.32092464,0.038697515,True,0.0,0
40500.0,False,False,False,True,0,145104.75,5988.15,Alone,Commercial,1.0,M,False,CL,Home,0.04622,12364,1575,6407,3471,True,False,False,Private service,2,1,3,9.0,True,True,0.49076658,0.6124986,0.50287825,True,2.0,0
13500.0,False,False,False,False,0,152820.0,5324.85,Alone,Commercial,1.0,M,False,CL,Municipal,0.006852,12982,2521,1631,1629,True,False,False,Sales,2,3,1,10.0,True,True,0.4706056,0.3709359,0.70018387,True,5.0,0
22500.0,False,False,False,True,0,96436.8,3199.95,Alone,nan,2.0,D,False,CL,Home,0.019101,19935,745,617,3469,True,False,False,HR,1,2,0,13.0,True,True,0.57015795,0.76659197,0.34252888,True,0.0,0
18000.0,False,False,False,True,0,22500.0,1107.45,Alone,Service,2.0,M,False,CL,Home,0.020713,11958,56,1480,4556,True,False,True,Managers,2,2,1,7.0,True,True,0.5249471,0.19524726,0.8435435,True,2.0,0
22500.0,False,False,False,True,0,72846.0,7218.0,Alone,Commercial,1.0,M,False,CL,Home,0.04622,20757,467,3170,2987,True,False,False,Sales,2,1,3,11.0,True,True,0.74959373,0.75369644,0.785052,True,2.0,0
40500.0,False,False,True,True,0,64008.0,2997.0,Alone,Commercial,2.0,S,False,CL,Municipal,0.04622,11109,604,569,1741,True,False,False,Managers,1,1,4,10.0,True,True,0.2652466,0.6888859,0.14375806,True,2.0,0
13500.0,True,True,True,False,0,38678.4,2827.35,Alone,Service,2.0,M,False,CL,Home,0.00733,12772,620,6906,4250,True,False,False,Accountants,2,2,5,17.0,True,True,0.63991696,0.6924086,0.7032033,True,1.0,0
31500.0,True,False,True,True,1,28526.4,2935.8,Alone,Commercial,1.0,M,False,CL,Home,0.010006,16702,282,694,255,True,True,True,Laborers,3,2,4,15.0,True,True,0.289112,0.30244458,0.22761291,True,3.0,0
9000.0,True,False,True,True,0,23702.4,1373.4,Alone,Service,1.0,S,False,CL,Home,0.031329,17905,2991,5239,1334,True,False,False,Security,1,2,6,8.0,True,True,0.6784983,0.74201196,0.6738301,True,5.0,0
12600.0,False,True,True,False,0,40500.0,1961.1,Relative,Commercial,1.0,M,False,CL,Home,0.020713,17700,2943,264,1237,True,True,False,Laborers,2,2,1,11.0,True,True,0.5362848,0.65785253,0.5388627,True,3.0,0
27000.0,True,False,False,False,0,50849.55,2446.2,Alone,Service,2.0,S,False,CL,Home,0.010147,11832,1383,1328,3695,True,True,True,Managers,1,2,1,14.0,True,True,0.3540532,0.7073572,0.6144144,True,0.0,0
20250.0,False,True,False,True,1,15357.6,894.6,Alone,Service,1.0,M,False,CL,Home,0.01885,12496,2455,3183,4733,True,False,False,Accountants,3,2,3,15.0,True,True,0.56612825,0.63288134,0.6785677,True,1.0,0
20250.0,True,False,False,False,1,67500.0,3446.55,Alone,Service,1.0,M,False,CL,Home,0.028663,15974,3486,3735,4390,True,False,True,Realty agents,3,2,5,14.0,True,True,0.6327453,0.62265176,0.70769936,True,3.0,0
13500.0,True,False,True,True,0,117000.0,3217.5,Alone,Service,1.0,D,False,CL,Home,0.031329,17282,971,3822,795,True,True,True,Secretaries,1,2,2,8.0,True,True,0.32271874,0.13094968,0.4188543,True,1.0,0
18000.0,True,False,False,True,0,52863.3,2252.7,Alone,Service,1.0,M,False,CL,Home,0.0228,15483,204,4966,4973,True,False,False,Sales,2,2,1,9.0,True,True,0.44826096,0.6564533,0.5118918,True,0.0,0
20250.0,False,False,False,True,0,33247.35,2432.25,Alone,Service,2.0,M,False,CL,Family,0.009657,15757,2408,2298,2201,True,False,False,Core,2,2,5,14.0,True,True,0.24481812,0.18399636,0.39277387,True,5.0,0
31500.0,False,False,False,False,0,29851.2,1907.55,Alone,Commercial,1.0,M,False,CL,Home,0.035792,10986,1755,1217,1682,True,True,True,Sales,2,2,3,12.0,True,True,0.23915148,0.6440661,0.79813725,True,2.0,0
31500.0,False,True,True,True,2,112500.0,4766.4,Relative,Commercial,2.0,D,False,CL,Family,0.003541,13014,1062,4568,5306,True,False,False,Accountants,3,1,2,11.0,True,True,0.56414926,0.22791217,0.23791608,True,1.0,0
15750.0,True,False,False,False,0,72000.0,2681.1,Partner,Commercial,1.0,M,False,CL,Home,0.01452,14187,1005,5843,2790,True,False,False,Drivers,2,2,4,12.0,True,True,0.3118437,0.6229754,0.70018387,True,1.0,0
24750.0,True,False,True,True,2,128079.45,4034.7,Alone,Service,1.0,M,False,CL,Office,0.031329,16770,8202,6067,320,True,False,False,Drivers,4,2,1,10.0,True,True,0.37571332,0.6785542,0.832785,True,1.0,0
15750.0,False,False,True,True,1,48117.6,2623.05,Alone,Service,1.0,M,False,CL,Home,0.009657,10268,843,2789,1696,True,False,False,Managers,3,2,5,9.0,True,True,0.2057095,0.09269409,0.09141199,True,7.0,0
30150.0,True,True,False,True,2,201384.0,5550.75,Kids,Govt Job,1.0,M,False,CL,Office,0.014464,17080,2715,30,628,True,False,True,High skill tech,4,2,6,3.0,True,True,0.57029444,0.61950225,0.7449322,True,0.0,0
9000.0,False,False,True,True,2,49500.0,1609.65,Relative,Commercial,1.0,M,False,CL,Home,0.01452,14736,1369,572,2146,True,False,False,Laborers,4,2,0,7.0,True,True,0.24823663,0.42744175,0.67065173,True,3.0,0
27000.0,True,False,True,True,0,26998.2,2848.05,Alone,Commercial,2.0,S,False,CL,Home,0.025164,17541,276,2916,1070,True,False,False,Sales,1,2,5,8.0,True,True,0.77687687,0.55040973,0.67065173,True,1.0,0
9450.0,False,True,False,True,0,11989.35,1435.5,Relative,Service,2.0,M,False,CL,Home,0.018634,11426,1042,6054,3472,True,False,False,Sales,2,2,4,10.0,True,True,0.43183962,0.53958124,0.3740208,True,3.0,0
15750.0,False,False,True,True,1,45000.0,2250.0,Alone,Commercial,1.0,D,False,RL,Home,0.018634,15506,103,1208,3965,True,False,False,Sales,2,2,2,10.0,True,True,0.47377798,0.30751073,0.2764407,True,1.0,0
18000.0,False,True,False,True,0,58500.0,2925.0,Alone,Commercial,1.0,M,False,RL,Home,0.010276,17220,5160,9265,626,True,False,True,Security,2,2,2,19.0,True,True,0.55667144,0.66395384,0.8435435,True,2.0,0
9000.0,False,True,True,False,1,32004.0,1219.5,Relative,Govt Job,1.0,M,False,CL,Home,0.018029,16679,5901,2574,228,True,True,False,Accountants,3,3,0,12.0,True,True,0.59895504,0.37175268,0.14734592,True,1.0,0
54000.0,True,True,False,False,0,36000.0,3877.2,Alone,Commercial,2.0,M,False,CL,Home,0.011657,12055,2757,3945,3326,True,True,True,Accountants,2,1,0,16.0,True,True,0.867973,0.7020971,0.31391668,True,4.0,0
9000.0,False,False,True,True,2,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Home,0.031329,14428,1873,6291,1878,True,False,False,Sales,4,2,3,13.0,True,True,0.1750918,0.45168364,0.2664568,True,1.0,0
15660.0,False,True,True,False,0,22500.0,1165.05,Alone,Commercial,2.0,D,False,CL,Home,0.019101,18504,4081,12224,2039,True,True,False,Accountants,1,2,4,14.0,True,True,0.777998,0.66262543,0.6144144,True,4.0,0
18000.0,False,True,True,True,0,107550.0,4278.15,Others,Govt Job,2.0,M,False,CL,Home,0.015221,18850,2793,10450,2380,True,False,False,Core,2,2,1,9.0,True,True,0.7992976,0.67278945,0.6512602,True,2.0,0
22500.0,True,False,False,True,1,28017.0,2883.6,Alone,Commercial,1.0,M,False,CL,Home,0.00702,13191,655,4482,1974,True,False,False,Managers,3,2,5,15.0,True,True,0.55332905,0.3865867,0.56560796,True,3.0,0
27000.0,False,False,True,False,0,91647.0,2679.75,Relative,Service,2.0,M,False,CL,Home,0.028663,14730,330,1009,4387,True,False,False,Accountants,2,2,3,15.0,True,True,0.7246853,0.5733859,0.37740424,True,3.0,0
29250.0,True,True,True,True,0,26368.65,2839.5,Alone,Commercial,2.0,S,False,CL,Home,0.04622,11556,1732,814,4172,True,False,False,Managers,1,1,4,9.0,True,True,0.2954346,0.65926373,0.7366227,True,1.0,0
13500.0,False,True,True,True,0,54000.0,2770.2,Alone,Service,1.0,S,False,CL,Home,0.026392,17843,10255,3484,1384,True,False,True,Core,1,2,3,12.0,True,True,0.48217225,0.57243884,0.7801436,True,2.0,0
36000.0,True,False,True,False,1,150681.6,4909.95,Kids,Commercial,2.0,M,False,CL,Municipal,0.072508,13745,4229,7818,2247,True,False,False,Core,3,1,2,14.0,True,True,0.30699894,0.21398501,0.41184855,True,2.0,0
9000.0,False,False,False,False,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.018634,10504,1575,8222,3189,True,False,False,Laborers,3,2,2,16.0,True,True,0.33535162,0.7217745,0.47045612,True,3.0,0
27000.0,False,False,False,True,2,90000.0,4595.4,Alone,Service,2.0,M,False,CL,Home,0.04622,13480,738,1185,6037,True,True,False,Managers,4,1,1,11.0,True,True,0.61814153,0.7330897,0.22508687,True,3.0,1
13050.0,False,False,True,False,1,22500.0,893.25,Alone,Service,2.0,D,False,CL,Home,0.008474,10335,334,4131,2684,True,False,True,Accountants,2,2,3,18.0,True,True,0.6253633,0.6525816,0.6528965,True,0.0,0
36000.0,True,False,False,True,0,22500.0,2670.3,Alone,nan,1.0,M,False,CL,Home,0.04622,17616,1457,335,128,True,True,True,Realty agents,2,1,1,11.0,True,True,0.7846504,0.7398082,0.42413032,True,1.0,0
45000.0,True,False,False,True,0,135000.0,6750.0,Alone,Commercial,2.0,S,False,RL,Home,0.072508,13084,218,8070,3062,True,False,False,High skill tech,1,1,1,14.0,True,True,0.78334206,0.65716803,0.66263777,True,1.0,0
18000.0,True,False,True,True,1,49500.0,2475.0,Alone,Govt Job,2.0,D,False,RL,Home,0.015221,14551,1503,357,4257,True,False,False,HR,2,2,2,16.0,True,True,0.7986331,0.65711874,0.70018387,True,4.0,0
16200.0,False,True,True,False,0,90000.0,3502.8,Relative,Commercial,2.0,M,False,CL,Home,0.003069,10205,1297,4559,1755,True,True,True,Managers,2,3,0,11.0,True,True,0.30823776,0.5177891,0.09081471,True,0.0,0
33750.0,False,False,True,True,1,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.018209,12340,2944,2655,1095,True,False,False,Core,3,3,6,7.0,True,True,0.5689075,0.5331264,0.48485148,True,0.0,0
13500.0,True,True,False,False,2,59256.0,4021.65,Alone,Service,1.0,M,False,CL,Family,0.009549,11846,743,8663,2195,True,False,False,Drivers,4,2,2,19.0,True,True,0.117044695,0.6311776,0.5513813,True,1.0,0
13500.0,True,False,False,True,0,38053.35,1942.65,Alone,Commercial,1.0,M,False,CL,Home,0.008068,9984,2606,4511,2622,True,False,False,Laborers,2,3,1,8.0,True,True,0.21477593,0.5653489,0.563835,True,1.0,0
38700.0,True,True,True,False,0,45000.0,2188.8,Alone,Service,1.0,M,False,CL,Home,0.010006,11115,1697,5671,3645,True,True,True,Laborers,2,2,4,14.0,True,True,0.36436227,0.2645282,0.46686402,True,2.0,0
20250.0,False,False,True,True,0,158522.4,4263.75,Partner,Commercial,1.0,M,False,CL,Home,0.032561,17017,815,10589,529,True,False,False,Laborers,2,1,1,17.0,True,True,0.7163787,0.6723994,0.7738957,True,0.0,0
24750.0,True,False,False,True,0,50992.2,2860.2,Relative,Service,1.0,W,False,CL,Home,0.022625,20242,6644,11194,3757,True,False,False,Cleaning,1,2,3,16.0,True,True,0.7044579,0.55889004,0.622922,True,1.0,0
9000.0,False,True,False,True,1,120545.1,3996.9,Alone,Commercial,1.0,M,False,CL,Home,0.018801,16057,1084,5016,4312,True,True,True,Sales,3,2,1,9.0,True,True,0.6096815,0.43093467,0.7151031,True,1.0,0
29250.0,False,False,True,False,0,107820.0,3833.1,Relative,Service,1.0,M,False,CL,Rental,0.04622,12082,2282,6079,3390,True,False,False,Laborers,2,1,1,10.0,True,True,0.28216264,0.7328671,0.3944954,True,1.0,0
20250.0,False,True,False,True,1,18000.0,900.0,Alone,Commercial,2.0,S,False,RL,Family,0.008068,11443,908,1234,3697,True,False,False,Accountants,2,3,3,11.0,True,True,0.49528486,0.4236677,0.3457848,True,5.0,0
29250.0,True,False,False,True,0,112500.0,4766.4,Alone,Govt Job,2.0,M,False,CL,Home,0.00702,12464,225,3520,1975,True,True,True,Managers,2,2,4,14.0,True,True,0.5490891,0.16133814,0.63970757,True,1.0,0
31500.0,False,False,True,True,0,104614.2,3071.7,Alone,nan,1.0,M,False,CL,Home,0.010006,19583,1123,5567,3061,True,False,False,High skill tech,2,1,5,10.0,True,True,0.87524587,0.45357445,0.60238636,True,2.0,0
8100.0,False,True,True,True,0,69102.0,2241.9,Alone,Service,1.0,M,False,CL,Home,0.030755,17455,7758,689,994,True,False,False,Medicine,2,2,4,12.0,True,True,0.69021934,0.5433817,0.6642483,True,2.0,0
20250.0,True,False,True,True,0,81404.1,2393.1,Alone,Service,2.0,M,False,CL,Home,0.006305,15315,1447,923,2601,True,False,True,High skill tech,2,3,1,6.0,True,True,0.69067657,0.31274122,0.45074728,True,2.0,0
20250.0,True,False,False,True,1,143685.0,4214.25,Alone,Service,1.0,M,False,CL,Home,0.005144,14008,2194,12846,648,True,False,True,Core,3,2,2,13.0,True,True,0.49868795,0.57863563,0.26504943,True,0.0,0
27000.0,True,True,False,True,0,67500.0,3375.0,Alone,Service,1.0,M,False,RL,Home,0.022625,16779,8404,9453,276,True,True,True,Laborers,2,2,1,14.0,True,True,0.70128816,0.7115223,0.8072739,True,2.0,0
24750.0,True,False,True,True,0,41850.0,1577.7,Alone,Service,2.0,M,False,CL,Home,0.030755,20265,5480,5467,3729,True,True,True,Managers,2,2,2,9.0,True,True,0.8793477,0.663373,0.74079907,True,3.0,0
11250.0,False,False,True,True,0,27000.0,1350.0,Alone,Service,2.0,W,False,RL,Home,0.028663,20472,1641,3525,3934,True,False,False,Managers,1,2,2,13.0,True,True,0.6707021,0.5755081,0.79813725,True,0.0,0
22500.0,False,True,False,False,0,55885.5,3584.25,Alone,Service,1.0,M,False,CL,Home,0.006296,17742,2456,6189,1268,True,False,False,Laborers,2,3,4,11.0,True,True,0.6036532,0.6438806,0.6577838,True,5.0,0
27000.0,True,True,True,False,0,130500.0,3828.6,Alone,Commercial,1.0,M,False,CL,Home,0.072508,14065,1791,8188,2649,True,True,True,Core,2,1,5,9.0,True,True,0.3998704,0.28589788,0.57796913,True,1.0,0
18900.0,False,True,True,True,0,67500.0,2872.8,Alone,Service,1.0,D,False,CL,Home,0.018209,14087,2064,4564,3947,True,True,True,Core,1,3,3,10.0,True,True,0.40139866,0.49865156,0.3016249,True,0.0,0
18000.0,False,False,True,True,1,45000.0,3274.65,Relative,Commercial,2.0,M,False,CL,Home,0.019689,15005,844,4982,4279,True,False,False,Core,3,2,6,11.0,True,True,0.5952698,0.63787144,0.17352743,True,3.0,0
22500.0,False,False,True,False,2,201384.0,5312.25,Alone,Commercial,2.0,M,False,CL,Home,0.025164,13679,4200,4672,4594,True,True,True,High skill tech,4,2,6,11.0,True,True,0.5712429,0.6247201,0.7062051,True,3.0,0
15750.0,False,False,True,True,1,114405.3,3145.95,Alone,Commercial,2.0,M,False,CL,Home,0.031329,11556,1199,3681,3681,True,True,False,Accountants,3,2,2,13.0,True,True,0.68194777,0.67685384,0.51549536,True,0.0,0
20250.0,False,True,True,True,0,80865.0,2983.95,Alone,Service,1.0,M,False,CL,Home,0.010643,17073,1991,5598,602,True,False,False,Sales,2,2,3,12.0,True,True,0.60761595,0.73220307,0.5602843,True,0.0,1
22500.0,False,False,False,True,0,26710.2,2141.55,Alone,Commercial,2.0,M,False,CL,Home,0.031329,11662,1108,7818,3319,True,True,True,Managers,2,2,4,14.0,True,True,0.36969537,0.6811956,0.57796913,True,2.0,1
6750.0,True,True,False,True,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.018029,10236,606,2142,518,True,False,False,Sales,3,3,5,10.0,True,True,0.2648953,0.5498415,0.2608559,True,2.0,0
9000.0,False,True,True,False,0,67500.0,2986.2,Alone,Service,1.0,S,False,CL,Home,0.026392,12652,1556,6779,4533,True,False,False,Managers,1,2,1,16.0,True,True,0.38062724,0.43073624,0.57620883,True,3.0,0
5400.0,False,False,False,True,0,12735.0,1524.15,Alone,Commercial,2.0,S,False,CL,Family,0.01885,9839,717,4673,2396,True,True,True,Accountants,1,2,5,16.0,True,True,0.40512756,0.68323416,0.391055,True,1.0,0
20250.0,False,True,False,False,0,84874.5,4346.55,Alone,Service,1.0,D,False,CL,Municipal,0.022625,14200,3272,8175,4305,True,True,True,Laborers,1,2,2,8.0,True,True,0.8001781,0.34627748,0.30010775,True,1.0,0
18000.0,True,False,False,True,1,90000.0,4595.4,Partner,Commercial,2.0,M,False,CL,Home,0.025164,13099,1804,2834,4586,True,True,True,Managers,3,2,2,9.0,True,True,0.50381255,0.8091865,0.62461466,True,2.0,0
29250.0,False,True,False,True,0,67500.0,3459.6,Relative,Commercial,1.0,D,False,CL,Home,0.072508,15868,4497,9043,4626,True,False,False,Managers,1,1,3,15.0,True,True,0.7591646,0.66427577,0.6144144,True,4.0,0
9000.0,False,False,False,False,1,14391.0,1549.8,Alone,Service,1.0,S,False,CL,Municipal,0.009334,9182,260,1620,1813,True,True,True,Cooking,2,2,3,16.0,True,True,0.28871793,0.24373361,0.6144144,True,1.0,0
20250.0,True,True,False,True,0,45450.0,5406.75,Alone,Commercial,1.0,M,False,CL,Home,0.026392,17566,1007,1261,1097,True,False,True,Accountants,2,2,4,14.0,True,True,0.32629752,0.5863891,0.7862666,True,2.0,0
22500.0,True,False,False,True,0,197107.2,6864.3,Relative,Service,1.0,M,False,CL,Home,0.031329,20086,5817,771,3648,True,False,False,Drivers,2,2,6,11.0,True,True,0.4473473,0.6991755,0.7801436,True,1.0,0
24750.0,True,True,True,False,0,135000.0,4692.6,Alone,Service,2.0,M,False,CL,Home,0.032561,13280,386,3273,5218,True,True,False,Managers,2,1,5,13.0,True,True,0.67295694,0.676562,0.4920601,True,3.0,0
11250.0,False,False,True,True,2,95420.7,2803.05,Alone,Service,1.0,M,False,CL,Home,0.009657,10021,1144,9588,1016,True,False,False,Core,4,2,4,10.0,True,True,0.30525836,0.36361843,0.31547216,True,0.0,0
11250.0,False,True,True,False,0,33750.0,2195.1,Alone,Service,1.0,S,False,CL,Home,0.015221,10833,312,4832,3178,True,False,True,Drivers,1,2,6,14.0,True,True,0.1946403,0.43389186,0.52809274,True,1.0,0
22500.0,False,False,True,False,0,49752.0,3337.65,Alone,Govt Job,1.0,M,False,CL,Family,0.01885,9777,1895,7841,2289,True,False,False,Drivers,2,2,3,15.0,True,True,0.59300613,0.64765227,0.43296167,True,3.0,0
5400.0,False,True,True,False,1,67500.0,2177.55,Alone,Service,1.0,M,False,CL,Home,0.007305,16283,458,4677,4811,True,True,True,Laborers,3,3,5,18.0,True,True,0.46422207,0.22064988,0.6479769,True,1.0,0
24750.0,False,False,True,False,1,122301.0,4545.45,Relative,Commercial,1.0,M,False,CL,Home,0.010276,12511,3147,4441,4441,True,False,True,Drivers,3,2,3,13.0,True,True,0.2298554,0.36237454,0.5388627,True,0.0,0
11250.0,True,True,True,True,1,22500.0,1220.4,Kids,Service,2.0,M,False,CL,Home,0.003813,10030,264,8217,550,True,True,True,Core,3,2,0,7.0,True,True,0.30405805,0.12675746,0.3016249,True,7.0,0
27000.0,False,False,False,True,1,185273.1,4900.5,Relative,Commercial,1.0,M,False,CL,Home,0.032561,16562,151,4498,93,True,False,False,Sales,3,1,6,16.0,True,True,0.74926835,0.66325575,0.53707,True,2.0,0
30600.0,True,False,False,True,0,90000.0,2916.45,Alone,Service,1.0,M,False,CL,Home,0.018209,14587,1134,8687,4286,True,False,True,Drivers,2,3,4,11.0,True,True,0.35235488,0.11784569,0.17876047,True,2.0,0
7200.0,False,False,False,True,1,22500.0,1790.55,Alone,Service,2.0,M,False,CL,Home,0.020246,10220,623,7876,2257,True,False,False,Security,3,3,5,9.0,True,True,0.0603856,0.19961296,0.12064103,True,0.0,1
36000.0,False,True,False,False,1,87300.0,8289.0,Alone,Commercial,1.0,M,False,CL,Home,0.031329,16840,630,2523,389,True,True,False,Managers,3,2,3,8.0,True,True,0.6363101,0.40905032,0.45074728,True,2.0,0
15750.0,False,False,False,True,0,23850.0,1912.05,Alone,Commercial,1.0,M,False,CL,Home,0.025164,12265,3078,373,662,True,False,False,Laborers,2,2,5,6.0,True,True,0.694467,0.7094757,0.09201281,True,8.0,0
11250.0,False,False,False,True,0,27627.75,1183.5,Alone,Commercial,1.0,M,False,CL,Home,0.031329,21225,14452,12719,4075,True,False,True,Laborers,2,2,3,11.0,True,True,0.74570626,0.6890171,0.45610973,True,0.0,0
29250.0,False,False,True,True,0,109602.0,5609.25,Alone,Govt Job,2.0,M,False,CL,Home,0.032561,16201,2786,3140,3039,True,False,True,Core,2,1,6,12.0,True,True,0.6256159,0.71709144,0.72094417,True,1.0,0
18000.0,False,True,False,False,2,64008.0,2997.0,Alone,Service,2.0,M,False,CL,Home,0.035792,14239,432,2436,4445,True,False,False,Sales,4,2,4,12.0,True,True,0.47815883,0.60746276,0.6144144,True,0.0,1
22500.0,True,True,True,False,0,131926.95,3870.45,Kids,Service,1.0,M,False,CL,Home,0.072508,15694,3314,3177,3223,True,False,True,Drivers,2,1,0,17.0,True,True,0.22319141,0.5951437,0.6212263,True,1.0,0
15750.0,True,True,False,True,0,29650.5,2557.8,Alone,Commercial,1.0,M,False,CL,Home,0.019101,20486,3686,3091,3784,True,False,False,Laborers,2,2,6,13.0,True,True,0.7517016,0.6110548,0.7463002,True,2.0,0
18000.0,False,False,False,True,2,84874.5,4617.45,Alone,Service,2.0,M,False,CL,Home,0.010147,10868,561,5193,1118,True,True,False,Laborers,4,2,1,12.0,True,True,0.14732842,0.36016944,0.31547216,True,0.0,0
6750.0,False,True,False,False,0,75519.0,3632.85,Alone,Service,1.0,M,False,CL,Family,0.009657,11752,4173,5884,1201,True,False,True,Laborers,2,2,4,14.0,True,True,0.28824073,0.6379017,0.67065173,True,3.0,0
20250.0,False,False,True,False,0,29628.0,2353.95,Alone,Commercial,2.0,M,False,CL,Municipal,0.018801,14204,531,1273,543,True,False,True,Accountants,2,2,1,10.0,True,True,0.5455302,0.424565,0.49566582,True,5.0,0
22500.0,True,False,True,True,0,64008.0,3126.15,Relative,Service,1.0,S,False,CL,Home,0.072508,12672,327,6793,7,True,False,True,Laborers,1,1,5,13.0,True,True,0.15117131,0.53069264,0.56560796,True,0.0,0
15300.0,True,False,True,False,0,94230.0,2498.4,Alone,Service,1.0,M,False,CL,Home,0.010032,10411,1426,20,1156,True,False,False,Sales,2,2,2,10.0,True,True,0.14395624,0.48205632,0.23661083,True,0.0,0
45000.0,True,False,True,False,1,21987.0,1135.35,Alone,Service,1.0,M,False,CL,Family,0.00702,13031,1842,2542,4942,True,False,False,Drivers,3,2,6,17.0,True,True,0.5443882,0.4414102,0.7636399,True,2.0,0
16200.0,False,True,False,False,0,31067.1,2467.35,Alone,Service,1.0,M,False,CL,Home,0.008575,11007,1021,10955,1264,True,False,False,Drivers,2,2,1,13.0,True,True,0.73310417,0.5848502,0.67065173,True,3.0,0
26100.0,False,False,True,False,1,13553.1,1472.4,Alone,Govt Job,1.0,M,False,CL,Rental,0.014464,8583,1279,332,1056,True,False,False,Core,3,2,4,6.0,True,True,0.21213576,0.24316573,0.28078958,True,1.0,0
16650.0,False,True,False,True,2,39701.7,2039.85,Alone,Govt Job,2.0,D,False,CL,Home,0.020246,13660,2134,518,5337,True,False,False,Core,3,3,4,13.0,True,True,0.32429537,0.3090729,0.42061096,True,0.0,0
54000.0,True,True,False,True,2,104256.0,6662.7,Relative,Service,2.0,M,False,CL,Municipal,0.032561,11581,456,910,934,True,True,True,Laborers,4,1,1,9.0,True,True,0.38591135,0.6598284,0.0828147,True,0.0,0
15750.0,True,False,False,True,1,66830.4,2956.5,Alone,Commercial,1.0,M,False,CL,Home,0.008068,11888,4218,995,4432,True,False,False,Security,3,3,2,4.0,True,True,0.4606381,0.3193255,0.7623356,True,4.0,0
20250.0,True,False,False,True,0,52737.3,4179.6,Alone,Govt Job,1.0,M,False,CL,Home,0.0228,20915,2777,5308,3645,True,False,False,Secretaries,2,2,4,13.0,True,True,0.9136932,0.5999397,0.71949077,True,3.0,0
13500.0,False,True,True,True,1,32319.45,1436.4,Alone,Service,1.0,M,False,CL,Home,0.022625,12983,342,6984,4346,True,False,True,Laborers,3,2,2,12.0,True,True,0.50380814,0.7158921,0.4632753,True,0.0,0
9000.0,False,False,True,True,1,10782.0,779.85,Alone,Service,1.0,M,False,CL,Home,0.030755,12816,2049,4382,3637,True,False,False,Laborers,3,2,2,12.0,True,True,0.5352185,0.6654695,0.7958031,True,1.0,0
5397.75,True,True,False,False,0,39816.0,1050.3,Alone,Govt Job,1.0,M,False,CL,Home,0.018209,17321,5176,4201,863,True,True,True,Cleaning,2,3,4,11.0,True,True,0.6709148,0.2673542,0.22761291,True,0.0,0
11250.0,False,True,True,True,0,28440.0,1601.1,Relative,Govt Job,2.0,W,False,CL,Home,0.00702,21848,2597,3167,4993,True,False,False,Core,1,2,6,11.0,True,True,0.20254876,0.7488915,0.2851799,True,6.0,0
15750.0,True,False,True,True,0,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Office,0.01885,16682,7899,7447,136,True,False,False,Drivers,2,2,4,14.0,True,True,0.60732085,0.637927,0.5797274,True,0.0,0
24750.0,False,False,False,True,1,63074.7,3233.25,Alone,Commercial,2.0,M,False,CL,Home,0.04622,10916,921,1814,3611,True,False,False,Accountants,3,1,5,9.0,True,True,0.39547908,0.3648895,0.4920601,True,3.0,0
24750.0,True,False,True,True,1,95402.25,3165.75,Relative,Service,1.0,M,False,CL,Home,0.020246,14885,7479,7465,4669,True,False,False,Core,3,3,5,8.0,True,True,0.3881972,0.561783,0.28961125,True,8.0,0
6300.0,False,False,True,True,0,32858.1,1795.5,Alone,Service,1.0,M,False,CL,Home,0.020246,15886,1426,5819,4197,True,False,True,Laborers,2,3,5,9.0,True,True,0.30841306,0.5424049,0.46865967,True,5.0,0
6750.0,False,True,False,False,0,53550.0,2136.6,Others,Service,1.0,S,False,CL,Home,0.015221,18448,1393,6858,2009,True,False,False,Cooking,1,2,3,10.0,True,True,0.64269453,0.7762917,0.79226446,True,5.0,0
12150.0,True,True,False,True,2,13500.0,972.9,Alone,Service,1.0,W,False,CL,Home,0.028663,13659,634,2790,2014,True,True,False,Accountants,3,2,6,13.0,True,True,0.5096301,0.22645324,0.53527623,True,1.0,0
8550.0,True,False,False,True,2,28670.4,1392.3,Alone,Service,2.0,S,False,CL,Home,0.018029,20481,860,8372,3507,True,False,False,Cleaning,3,3,5,9.0,True,True,0.5925217,0.42068043,0.52449644,True,1.0,0
14400.0,False,True,False,False,0,45000.0,3020.4,Alone,Service,2.0,D,False,CL,Home,0.00712,19352,2142,5258,2835,True,True,True,Sales,1,2,4,20.0,True,True,0.81327695,0.534797,0.15474363,True,3.0,0
22500.0,False,False,True,False,1,42089.4,2296.35,Alone,nan,1.0,M,False,CL,Home,0.01885,9561,1124,9526,2145,True,False,False,Laborers,3,2,1,10.0,True,True,0.27411094,0.5976282,0.35233998,True,1.0,0
20250.0,False,False,False,True,0,58500.0,2999.7,Alone,Service,1.0,M,False,CL,Home,0.028663,15231,8375,8853,4890,True,False,False,High skill tech,2,2,1,13.0,True,True,0.28444022,0.49698418,0.45432106,True,5.0,0
22500.0,False,False,True,False,1,46873.35,3064.95,Relative,nan,2.0,M,False,CL,Home,0.032561,10876,2396,528,3497,True,False,False,High skill tech,3,1,0,13.0,True,True,0.20830977,0.7068047,0.8658959,True,0.0,0
11250.0,False,False,False,False,1,67500.0,2628.45,Alone,Service,0.0,M,False,CL,Home,0.018029,18356,9045,1669,1895,True,False,True,Laborers,3,3,1,17.0,True,True,0.3465174,0.35025316,0.5814837,True,1.0,0
15750.0,True,False,False,True,0,22500.0,2436.3,Alone,Service,2.0,D,False,CL,Home,0.015221,20163,1213,1853,2480,True,True,True,Drivers,1,2,3,12.0,True,True,0.24155949,0.3666396,0.49927202,True,0.0,1
45000.0,False,False,False,True,0,208512.0,7260.75,Alone,Govt Job,2.0,M,False,CL,Home,0.072508,12645,3187,2353,1990,True,False,True,Core,2,1,4,14.0,True,True,0.7183644,0.7110732,0.5316861,True,0.0,0
18000.0,True,False,True,True,1,54504.0,2540.7,Alone,Service,1.0,M,False,CL,Family,0.025164,11752,5172,4336,4336,True,False,False,Laborers,3,2,5,8.0,True,True,0.41298854,0.64327866,0.6161217,True,0.0,0
13500.0,True,True,True,True,1,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.020713,15925,1514,8183,4785,True,False,False,Managers,3,2,2,12.0,True,True,0.5056002,0.5830385,0.66745776,True,0.0,0
12600.0,True,False,False,False,1,29250.0,2893.05,Alone,Commercial,2.0,S,False,CL,Home,0.010556,13407,187,7349,4173,True,False,False,Core,2,3,4,18.0,True,True,0.62585396,0.09859376,0.4740513,True,1.0,0
27000.0,True,True,True,False,0,120294.0,3506.4,Alone,Service,2.0,S,False,CL,Family,0.003541,8570,580,7085,1245,True,False,True,Accountants,1,1,3,17.0,True,True,0.35213503,0.7124236,0.31703177,True,0.0,0
22500.0,True,True,False,False,0,51963.3,4166.1,Alone,Commercial,1.0,M,False,CL,Home,0.072508,18411,1584,588,1955,True,False,True,Sales,2,1,5,14.0,True,True,0.4087478,0.7181018,0.7463002,True,3.0,0
14850.0,False,False,False,False,0,45450.0,2333.7,Alone,Service,1.0,S,False,CL,Home,0.010006,19399,4067,3158,2879,True,True,True,Laborers,1,1,3,7.0,True,True,0.49900174,0.5764161,0.32806316,True,0.0,0
13500.0,False,False,True,False,0,113850.0,3275.55,Alone,Commercial,1.0,D,False,CL,Home,0.035792,19837,331,7870,3390,True,False,False,Laborers,1,2,5,17.0,True,True,0.7589997,0.6843878,0.3392877,True,0.0,0
24750.0,False,True,True,True,0,122301.0,4862.7,Alone,Service,1.0,M,False,CL,Home,0.072508,21223,14574,6159,4271,True,True,True,Laborers,2,1,2,10.0,True,True,0.89340407,0.7689897,0.56737924,True,0.0,0
67500.0,True,True,False,True,0,135000.0,6750.0,Alone,Commercial,2.0,S,False,RL,Home,0.04622,13863,3678,4111,4721,True,False,True,Accountants,1,1,4,18.0,True,True,0.79156566,0.7055933,0.7476634,True,0.0,0
14400.0,True,False,False,True,1,40500.0,2025.0,Alone,Service,1.0,D,False,RL,Home,0.001276,7715,765,716,372,True,False,False,Waiters/barmen,2,2,4,8.0,True,True,0.046183508,0.16312134,0.14734592,True,5.0,0
11250.0,True,True,True,True,0,67500.0,3247.2,Alone,Commercial,1.0,M,False,CL,Home,0.026392,15154,1718,8131,4004,True,False,False,Laborers,2,2,2,14.0,True,True,0.6808674,0.28942883,0.723837,True,1.0,0
29250.0,True,False,True,True,2,33294.6,1712.7,Alone,Service,2.0,M,False,CL,Home,0.0228,10725,2724,1393,1173,True,False,False,Core,4,2,5,14.0,True,True,0.5150188,0.64872444,0.52629495,True,1.0,0
18900.0,False,False,False,True,2,29851.2,2952.45,Alone,Service,2.0,M,False,CL,Home,0.072508,14356,2193,4182,5190,True,False,False,Core,4,1,5,14.0,True,True,0.7378129,0.71750826,0.6058363,True,3.0,0
20250.0,False,True,False,True,2,107820.0,3165.3,Relative,Commercial,1.0,W,False,CL,Home,0.04622,19232,12461,7131,2762,True,False,False,Accountants,3,1,3,12.0,True,True,0.8961388,0.72278345,0.7435593,True,0.0,0
38250.0,True,False,True,True,0,83538.0,4032.0,Partner,Service,2.0,M,False,CL,Office,0.072508,16047,642,1018,4505,True,False,False,Sales,2,1,1,13.0,True,True,0.553482,0.71409184,0.60927564,True,0.0,0
33750.0,True,False,False,True,1,197107.2,6864.3,Alone,Service,1.0,M,False,CL,Home,0.022625,13822,7244,1937,4411,True,False,False,High skill tech,3,2,3,15.0,True,True,0.534462,0.38424027,0.47764915,True,1.0,0
22500.0,True,False,False,False,0,109602.0,5285.7,Alone,Commercial,1.0,M,False,CL,Municipal,0.04622,11685,1386,3640,3640,True,False,False,Drivers,2,1,3,16.0,True,True,0.33701852,0.76324177,0.24585122,True,7.0,0
9000.0,False,False,False,False,0,8634.6,807.3,Alone,Service,1.0,D,False,CL,Municipal,0.001333,19738,788,70,3272,True,False,False,Medicine,1,3,5,4.0,True,True,0.79492897,0.6202648,0.56560796,True,0.0,0
11250.0,True,True,False,False,1,107820.0,3165.3,Partner,Commercial,1.0,M,False,CL,Home,0.009549,11257,1295,11229,1526,True,False,False,Sales,3,2,2,10.0,True,True,0.4870227,0.6120833,0.5424451,True,1.0,0
31500.0,False,True,False,False,2,125640.0,4464.45,Alone,Service,1.0,M,False,CL,Municipal,0.04622,14526,7134,7224,4232,True,False,False,Managers,4,1,2,13.0,True,True,0.61673635,0.76332474,0.31703177,True,1.0,1
15750.0,False,True,True,True,0,29851.2,2775.15,Alone,Service,1.0,W,False,CL,Home,0.028663,22534,3654,1771,4366,True,False,False,Accountants,1,2,3,9.0,True,True,0.88148624,0.6752542,0.6313545,True,1.0,0
13500.0,True,True,False,True,0,6255.45,669.6,Alone,Service,1.0,M,False,CL,Home,0.030755,14214,2659,4406,1690,True,False,False,Sales,2,2,1,15.0,True,True,0.5628947,0.6491329,0.4294237,True,3.0,0
45000.0,False,False,False,False,0,50849.55,2609.1,Relative,Commercial,2.0,M,False,CL,Home,0.00496,16978,1530,2153,537,True,False,True,Core,2,2,3,10.0,True,True,0.27117303,0.70658255,0.66585493,True,1.0,1
29250.0,False,False,False,True,1,41479.2,2519.55,Alone,Service,1.0,S,False,CL,Home,0.072508,11910,2827,2540,2608,True,False,True,Managers,2,1,1,17.0,True,True,0.278537,0.71609664,0.4974689,True,1.0,0
9000.0,False,True,False,True,0,49597.2,2033.1,Alone,Service,2.0,S,False,CL,Home,0.035792,8789,172,3232,1475,True,False,False,Core,1,2,3,17.0,True,True,0.12547745,0.6776855,0.3656165,True,0.0,0
18000.0,True,False,True,True,2,131735.7,5594.4,Relative,Commercial,1.0,M,False,CL,Home,0.006852,16256,2642,3054,4699,True,False,False,Laborers,4,3,4,13.0,True,True,0.32467708,0.27217877,0.6754133,True,0.0,0
9900.0,False,True,False,True,1,42750.0,2195.55,Relative,Service,1.0,M,False,CL,Municipal,0.015221,11039,2809,904,3587,True,False,False,Laborers,3,2,5,9.0,True,True,0.036938358,0.58091587,0.70018387,True,1.0,0
26100.0,False,False,True,False,0,189715.5,6594.3,Alone,Commercial,2.0,M,False,CL,Home,0.072508,15513,7085,9615,4708,True,False,True,Accountants,2,1,5,10.0,True,True,0.54281354,0.74167275,0.18629295,True,3.0,0
18000.0,True,True,True,True,2,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.007274,12502,2323,1400,2318,True,False,False,Private service,4,2,4,12.0,True,True,0.51916856,0.31608322,0.6041126,True,0.0,0
13500.0,False,True,False,False,0,45000.0,1696.5,Alone,nan,1.0,M,False,CL,Municipal,0.032561,14234,4701,8366,4782,True,True,True,High skill tech,2,1,1,16.0,True,True,0.65476364,0.22659883,0.57796913,True,0.0,0
24750.0,False,False,False,False,2,49455.0,3517.2,Alone,Commercial,2.0,M,False,CL,Home,0.025164,15974,2562,3899,5216,True,False,False,Accountants,4,2,3,16.0,True,True,0.52098435,0.58786803,0.57091653,True,3.0,0
18000.0,False,True,False,True,3,141718.5,3910.05,Relative,Service,1.0,M,False,CL,Home,0.031329,15775,106,6656,4423,True,False,False,Drivers,5,2,1,15.0,True,True,0.36612472,0.26525635,0.58674,True,6.0,0
6750.0,True,True,False,False,2,29977.2,1410.3,Relative,Service,1.0,M,False,CL,Home,0.006305,15591,3561,3399,4414,True,False,False,High skill tech,4,3,1,10.0,True,True,0.51988125,0.18755542,0.5744466,True,0.0,0
13500.0,False,True,False,True,0,40500.0,2025.0,Alone,Service,1.0,S,False,RL,Home,0.020246,16570,9211,10690,121,True,False,False,High skill tech,1,3,6,11.0,True,True,0.7108926,0.41457486,0.6848277,True,0.0,0
11250.0,False,True,True,False,0,57144.6,2112.3,Alone,Service,1.0,M,False,CL,Family,0.010643,15748,2639,8116,4203,True,False,False,Sales,2,2,5,12.0,True,True,0.5569572,0.5689886,0.60927564,True,1.0,0
13500.0,True,True,False,True,1,18000.0,900.0,Alone,Commercial,1.0,S,False,RL,Home,0.019689,20418,2313,10723,3893,True,False,False,Managers,2,2,5,9.0,True,True,0.59177244,0.24197648,0.367291,True,1.0,0
15750.0,True,False,False,True,1,54000.0,2700.0,Alone,Commercial,1.0,M,False,RL,Home,0.031329,10858,184,1289,1304,True,False,False,Managers,3,2,3,16.0,True,True,0.616705,0.624879,0.26504943,True,0.0,0
13950.0,False,False,True,False,1,78192.0,2672.55,Alone,Govt Job,1.0,M,False,CL,Family,0.028663,11772,4394,2737,3234,True,True,True,Medicine,3,2,2,9.0,True,True,0.37475592,0.70846957,0.6594055,True,1.0,1
15750.0,False,False,False,True,0,45238.5,2213.1,Alone,Govt Job,1.0,S,False,CL,Home,0.014464,8896,2083,6349,1562,True,True,False,Security,1,2,4,9.0,True,True,0.4786882,0.5766563,0.16740845,True,2.0,0
29250.0,False,False,False,True,0,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.008575,14971,1629,5324,4542,True,False,True,Laborers,2,2,2,15.0,True,True,0.59136236,0.73451215,0.5495965,True,0.0,0
13500.0,False,True,False,True,0,79755.75,2648.7,Alone,Service,1.0,M,False,CL,Home,0.016612,16297,996,210,210,True,False,False,Sales,2,2,6,16.0,True,True,0.71623856,0.5185371,0.62967426,True,0.0,0
22950.0,True,True,True,False,1,48564.0,3826.35,Alone,Service,2.0,M,False,CL,Home,0.010032,10463,1099,5144,1809,True,False,False,Sales,3,2,1,5.0,True,True,0.40319684,0.31107044,0.63470554,True,0.0,0
18000.0,False,True,True,False,1,49588.2,3326.85,Alone,Service,2.0,M,False,CL,Home,0.018801,11939,745,1478,782,True,False,True,Sales,3,2,1,7.0,True,True,0.69577086,0.16454428,0.58674,True,3.0,0
18000.0,True,False,False,True,0,45450.0,2199.6,Others,Service,2.0,M,False,CL,Home,0.026392,10261,339,711,2953,True,False,False,Drivers,2,2,2,16.0,True,True,0.45060134,0.5074964,0.6528965,True,3.0,0
7200.0,True,False,True,True,0,24750.0,1666.8,Alone,Service,1.0,M,False,CL,Home,0.00496,12946,1909,6922,2439,True,True,True,Core,2,2,1,14.0,True,True,0.3738533,0.6328305,0.7136314,True,2.0,0
20250.0,True,False,True,True,0,49455.0,3840.3,Alone,Commercial,2.0,M,False,CL,Home,0.072508,12321,782,6319,4450,True,True,True,Drivers,2,1,3,11.0,True,True,0.106785975,0.68232954,0.6496203,True,0.0,0
29250.0,True,False,True,True,0,101195.55,4300.65,Alone,Service,1.0,M,False,CL,Home,0.02461,14925,2664,1957,4813,True,False,False,Sales,2,2,6,10.0,True,True,0.7080412,0.61739177,0.6127042,True,3.0,0
15750.0,True,False,False,True,0,18000.0,900.0,Alone,Commercial,1.0,S,False,RL,Home,0.00963,14117,1214,8038,4552,True,False,True,Laborers,1,2,6,10.0,True,True,0.5082427,0.7812608,0.3842068,True,0.0,0
13500.0,False,True,True,True,1,26955.0,2318.85,Alone,Govt Job,1.0,M,False,CL,Home,0.018209,10526,3312,709,708,True,True,False,Core,3,3,5,10.0,True,True,0.4985023,0.31460077,0.46686402,True,3.0,1
22500.0,False,False,True,True,0,23243.4,1404.45,Alone,Service,1.0,S,False,CL,Home,0.030755,15580,432,5840,907,True,True,False,Laborers,1,2,5,13.0,True,True,0.084386215,0.6590967,0.060443692,True,4.0,0
9900.0,False,False,False,True,0,22500.0,2205.0,Relative,Service,1.0,S,False,CL,Home,0.019101,24703,1022,3219,4213,True,True,True,Sales,1,2,4,12.0,True,True,0.9030236,0.60288566,0.82563573,True,1.0,0
13500.0,False,False,True,True,0,34882.65,2768.85,Alone,Service,1.0,D,False,CL,Home,0.009657,15429,470,9488,2258,True,False,False,Sales,1,2,6,10.0,True,True,0.20035037,0.3494971,0.6313545,True,7.0,0
15750.0,False,True,False,True,1,26368.65,2810.7,Alone,Service,1.0,M,False,CL,Home,0.018209,12051,732,233,2619,True,False,False,Sales,3,3,3,12.0,True,True,0.38484356,0.44934505,0.3062023,True,2.0,0
27000.0,True,False,True,True,0,87334.2,2553.3,Alone,Commercial,2.0,M,False,CL,Home,0.010556,15473,8179,251,4439,True,True,True,Managers,2,3,4,9.0,True,True,0.32730877,0.42991072,0.62461466,True,3.0,0
22500.0,False,False,False,True,2,54000.0,3028.05,Alone,Service,2.0,D,False,CL,Home,0.01452,15324,393,1690,2161,True,False,False,Cleaning,3,2,1,15.0,True,True,0.7059629,0.75772536,0.6195277,True,0.0,0
15750.0,False,False,True,True,1,54504.0,2553.75,Alone,nan,1.0,M,False,CL,Home,0.019689,19315,696,5926,2380,True,False,False,Medicine,3,2,4,15.0,True,True,0.6508408,0.27464625,0.3656165,True,0.0,0
11250.0,False,False,True,False,1,45000.0,3555.45,Alone,Commercial,0.0,M,False,CL,Municipal,0.011703,10181,572,10181,2837,True,True,True,Sales,3,2,6,13.0,True,True,0.3334707,0.5397496,0.5797274,True,1.0,1
13500.0,False,False,True,True,1,51856.2,2209.95,Partner,nan,1.0,M,False,CL,Home,0.01885,13172,1905,3436,4834,True,False,False,Waiters/barmen,3,2,2,10.0,True,True,0.49402758,0.6456687,0.6594055,True,0.0,0
16650.0,False,False,True,False,1,31276.8,1596.6,Alone,Service,1.0,M,False,CL,Municipal,0.072508,12204,5234,6135,1906,True,True,True,High skill tech,3,1,4,12.0,True,True,0.41034454,0.76722914,0.15193455,True,1.0,0
11250.0,True,False,True,True,0,25870.95,1595.7,Alone,Commercial,1.0,M,False,CL,Home,0.018801,19708,12360,3105,3241,True,False,False,High skill tech,2,2,1,13.0,True,True,0.52185345,0.62180877,0.5937176,True,0.0,0
36000.0,True,False,True,False,1,138111.3,3656.25,Alone,Commercial,2.0,S,False,CL,Home,0.009549,19132,168,1491,2665,True,False,False,Accountants,2,2,5,13.0,True,True,0.544728,0.7518611,0.7421816,True,0.0,0
13500.0,False,False,False,True,0,135000.0,4705.65,Relative,Service,2.0,M,False,CL,Home,0.009549,16173,9331,5280,5323,True,False,False,Core,2,2,5,11.0,True,True,0.52830535,0.48928842,0.64136827,True,0.0,0
24750.0,False,True,False,True,0,97128.0,5174.55,Relative,Service,2.0,M,False,CL,Home,0.010643,19143,2250,7804,2660,True,True,True,Drivers,2,2,4,17.0,True,True,0.6135555,0.6297307,0.6910212,True,0.0,0
36000.0,False,False,False,True,0,197107.2,6864.3,Alone,Service,2.0,M,False,CL,Home,0.010032,21330,7522,8854,4687,True,False,False,Managers,2,2,1,9.0,True,True,0.7522852,0.70052594,0.41534716,True,0.0,0
22500.0,False,True,True,True,0,214022.7,6270.75,Alone,Govt Job,2.0,M,False,CL,Home,0.072508,12710,4729,6833,4879,True,False,False,Core,2,1,3,14.0,True,True,0.43710214,0.7459853,0.5744466,True,0.0,0
22500.0,False,False,True,True,0,29872.8,1633.5,Alone,Commercial,1.0,M,False,CL,Home,0.018801,15663,1813,4183,4622,True,False,False,Laborers,2,2,6,9.0,True,True,0.30261222,0.22495517,0.3264752,True,3.0,0
27000.0,True,True,False,False,0,35427.6,1736.1,Alone,Commercial,2.0,D,False,CL,Home,0.003541,16613,104,428,137,True,False,False,Managers,1,1,6,9.0,True,True,0.1672352,0.4363159,0.4902575,True,0.0,0
13500.0,True,False,False,True,0,56805.75,2745.9,Alone,Service,1.0,M,False,CL,Home,0.030755,15888,130,8641,4423,True,False,True,High skill tech,2,2,0,11.0,True,True,0.77583474,0.78237236,0.84258926,True,1.0,0
5850.0,False,True,False,True,1,7641.0,823.5,Alone,Service,2.0,W,False,CL,Home,0.018634,12881,757,6623,4117,True,False,False,Sales,2,2,4,15.0,True,True,0.49026734,0.54114544,0.622922,True,0.0,0
22500.0,False,False,True,True,0,100479.15,5366.25,Relative,Govt Job,1.0,M,False,CL,Home,0.032561,18492,6994,7023,2048,True,False,True,Laborers,2,1,6,14.0,True,True,0.6726534,0.78026515,0.78260785,True,1.0,0
13500.0,False,False,False,False,0,151541.55,4180.05,Alone,Service,1.0,M,False,CL,Municipal,0.010032,15371,3533,8325,3974,True,False,True,Secretaries,2,2,1,10.0,True,True,0.7255469,0.41211972,0.5585066,True,3.0,0
12600.0,True,True,False,False,0,26865.9,1431.0,Alone,Service,2.0,M,False,CL,Family,0.032561,10163,607,2757,1555,True,False,True,Sales,2,1,2,14.0,True,True,0.46420228,0.44899338,0.49927202,True,0.0,0
11250.0,False,True,False,True,0,22500.0,1125.0,Alone,Service,2.0,M,False,RL,Home,0.026392,12990,2177,1521,4623,True,False,False,Medicine,2,2,0,14.0,True,True,0.4177883,0.7164344,0.7449322,True,0.0,0
11250.0,False,False,False,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.025164,8303,525,390,453,True,False,False,Medicine,2,2,1,11.0,True,True,0.17744954,0.48212183,0.02654543,True,0.0,0
21600.0,True,False,False,False,1,78192.0,6177.6,Alone,Service,1.0,M,False,CL,Municipal,0.002506,12946,2418,66,3845,True,False,False,Laborers,3,2,5,7.0,True,True,0.4444688,0.57640004,0.6430256,True,2.0,1
18000.0,True,False,False,False,0,27504.0,1000.8,Alone,Govt Job,1.0,M,False,CL,Home,0.010643,15790,6225,8443,4529,True,False,False,Core,2,2,3,14.0,True,True,0.5140893,0.6495014,0.20559815,True,1.0,0
40500.0,True,False,True,True,0,102474.0,5232.15,Alone,Service,2.0,M,False,CL,Home,0.008019,14147,727,8162,4747,True,False,True,Managers,2,2,6,13.0,True,True,0.55689394,0.75802225,0.44361532,True,2.0,0
18000.0,False,True,False,True,1,130381.2,3825.0,Alone,Service,1.0,M,False,CL,Home,0.002506,12754,1779,506,673,True,False,False,Sales,3,2,6,5.0,True,True,0.38769138,0.73070824,0.35895124,True,6.0,0
18000.0,False,False,True,False,0,164964.6,4364.55,Alone,Service,2.0,M,False,CL,Home,0.022625,20220,296,6628,3643,True,False,True,Managers,2,2,3,16.0,True,True,0.7599169,0.7968657,0.5118918,True,0.0,0
13500.0,False,True,False,True,0,26998.2,2848.05,Alone,Service,1.0,M,False,CL,Home,0.018029,14440,1579,2819,2513,True,True,True,Core,2,2,3,11.0,True,True,0.50439817,0.75284296,0.7091891,True,1.0,0
31500.0,True,False,False,False,0,163512.0,5683.5,Alone,Commercial,1.0,M,False,CL,Home,0.032561,20628,224,12701,4084,True,False,False,Laborers,2,1,1,19.0,True,True,0.8873672,0.7317354,0.75839305,True,1.0,0
24750.0,True,True,True,True,1,78192.0,3299.85,Alone,Commercial,2.0,M,False,CL,Home,0.019689,15936,2100,1073,2802,True,False,True,Sales,3,2,4,8.0,True,True,0.7443848,0.6694737,0.7675231,True,0.0,0
21150.0,False,False,True,False,0,54504.0,2664.0,Relative,Service,2.0,M,False,CL,Home,0.00496,11481,3176,1940,4160,True,False,False,Core,2,2,4,10.0,True,True,0.40664098,0.63159496,0.5884878,True,1.0,0
15750.0,True,False,False,False,1,75519.0,3645.9,Relative,Commercial,1.0,M,False,CL,Home,0.031329,14601,1954,9240,5127,True,False,False,Managers,3,2,5,16.0,True,True,0.7433339,0.7165188,0.5602843,True,1.0,0
18000.0,True,False,True,False,0,26064.0,2590.65,Alone,Service,2.0,M,False,CL,Home,0.00733,10372,1202,5227,2847,True,False,False,Core,2,2,2,10.0,True,True,0.14718524,0.3153132,0.30010775,True,2.0,0
15750.0,False,False,True,True,0,18000.0,900.0,Alone,Govt Job,2.0,S,False,RL,Home,0.007305,8582,1253,16,898,True,False,False,Core,1,3,5,9.0,True,True,0.27585563,0.1108,0.24186149,True,2.0,0
9000.0,True,False,True,True,1,31284.0,2103.75,Alone,Service,1.0,M,False,CL,Home,0.009549,14765,592,4931,5171,True,False,False,Medicine,3,2,4,17.0,True,True,0.65766114,0.28589788,0.6144144,True,3.0,0
15750.0,False,False,False,False,0,22500.0,1637.1,Alone,Service,2.0,D,False,CL,Family,0.007274,11884,2512,5776,2864,True,True,True,Laborers,1,2,6,14.0,True,True,0.35667753,0.6107377,0.69409263,True,1.0,0
11250.0,False,False,True,False,0,31276.8,2035.35,Alone,Service,1.0,M,False,CL,Municipal,0.003818,15212,2130,3681,1263,True,True,False,Core,2,2,2,5.0,True,True,0.43843797,0.6173504,0.6561584,True,0.0,0
20250.0,False,True,True,True,0,125568.0,4162.95,Relative,Service,1.0,M,False,CL,Home,0.020713,14994,1056,2411,4665,True,False,False,Managers,2,2,1,14.0,True,True,0.70095104,0.6035138,0.5585066,True,0.0,0
7200.0,False,True,False,True,0,14391.0,1365.3,Alone,Service,1.0,W,False,CL,Home,0.011703,21530,1611,9239,3925,True,False,False,Sales,1,2,0,15.0,True,True,0.7337781,0.702184,0.80950826,True,2.0,0
11250.0,False,True,True,False,0,48564.0,3893.85,Relative,Commercial,2.0,S,False,CL,Rental,0.026392,8552,1098,3391,1235,True,False,False,High skill tech,1,2,1,15.0,True,True,0.2084658,0.66296756,0.12530787,True,0.0,0
18000.0,False,True,True,True,0,27000.0,1350.0,Alone,Commercial,1.0,M,False,RL,Home,0.006008,21116,1354,4714,4505,True,False,False,Cleaning,2,2,5,10.0,True,True,0.651387,0.3722993,0.24719094,True,5.0,0
18000.0,True,True,True,False,0,107820.0,3102.75,Alone,Commercial,2.0,M,False,CL,Office,0.010276,17661,2001,8414,585,True,False,False,High skill tech,2,2,0,14.0,True,True,0.78355056,0.6126647,0.70769936,True,0.0,0
11700.0,True,False,True,False,2,18000.0,1544.85,Alone,Commercial,2.0,M,False,CL,Home,0.00702,10781,4007,9088,2669,True,True,True,Core,4,2,0,14.0,True,True,0.5895155,0.63998014,0.6041126,True,2.0,0
20250.0,False,False,False,True,0,51792.75,5058.45,Alone,Service,2.0,M,False,CL,Home,0.00733,21923,1209,4592,5153,True,False,False,Core,2,2,2,9.0,True,True,0.7441594,0.52054584,0.6058363,True,4.0,0
13500.0,False,True,False,True,2,102474.0,4527.0,Alone,Commercial,2.0,M,False,CL,Home,0.014464,12945,541,2074,2331,True,False,False,Core,4,2,4,7.0,True,True,0.52870184,0.68070626,0.785052,True,5.0,0
11250.0,True,False,True,True,0,54000.0,2105.55,Alone,Service,1.0,M,False,CL,Home,0.028663,18345,810,1693,1879,True,False,False,Cooking,2,2,4,13.0,True,True,0.6215554,0.6376138,0.5190973,True,2.0,0
14850.0,False,True,True,True,0,90000.0,3245.85,Alone,Commercial,1.0,S,False,CL,Home,0.015221,19738,1877,3974,3024,True,True,False,Laborers,1,2,2,8.0,True,True,0.34946367,0.5407164,0.13094716,True,2.0,0
18000.0,False,True,False,False,1,46833.3,3142.8,Alone,nan,2.0,M,False,CL,Municipal,0.072508,11062,758,2696,2330,True,False,True,Sales,3,1,3,18.0,True,True,0.45666343,0.7361081,0.3842068,True,3.0,0
13500.0,False,False,True,True,0,28440.0,1645.65,Relative,Service,1.0,S,False,CL,Home,0.016612,23957,12545,14019,4608,True,False,False,Medicine,1,2,3,14.0,True,True,0.8038248,0.28589788,0.6754133,True,0.0,0
18000.0,True,False,False,False,0,135000.0,4692.6,Relative,Govt Job,1.0,M,False,CL,Home,0.035792,17812,8947,629,1359,True,False,False,Core,2,2,2,17.0,True,True,0.54984623,0.65157944,0.3016249,True,0.0,0
11700.0,False,False,True,False,1,49752.0,2638.8,Alone,Service,0.0,M,False,CL,Home,0.010006,9936,267,708,1018,True,False,False,Medicine,3,1,2,10.0,True,True,0.28221098,0.67368907,0.66102356,True,0.0,0
18000.0,False,False,True,True,0,57714.75,2458.35,Relative,Service,1.0,M,False,CL,Home,0.018634,19057,1018,5066,2541,True,False,False,Laborers,2,2,3,12.0,True,True,0.80321914,0.72482497,0.2127563,True,0.0,0
28800.0,True,True,False,True,1,67500.0,5059.8,Alone,Commercial,2.0,M,False,CL,Home,0.028663,16928,8550,3109,475,True,False,False,Core,3,2,2,11.0,True,True,0.69305474,0.5538543,0.4614824,True,1.0,0
18000.0,True,False,False,False,1,30564.0,3304.35,Relative,Service,1.0,M,False,CL,Home,0.00733,15696,1293,1453,4395,True,False,False,Laborers,3,2,2,10.0,True,True,0.29762515,0.25479317,0.5549468,True,2.0,0
22500.0,True,False,False,True,0,53420.4,5085.0,Relative,Commercial,2.0,W,False,CL,Home,0.020246,21706,13643,8740,4512,True,False,True,Managers,1,3,1,13.0,True,True,0.7439119,0.72414404,0.7136314,True,1.0,0
9000.0,False,False,True,True,1,27000.0,1350.0,Alone,Service,2.0,D,False,RL,Home,0.028663,14956,527,3242,1287,True,False,True,Laborers,2,2,3,8.0,True,True,0.5195635,0.6259395,0.57620883,True,0.0,0
9000.0,False,False,True,True,0,102429.0,3007.8,Alone,Commercial,1.0,M,False,CL,Home,0.025164,11345,1246,3481,1696,True,False,False,Sales,2,2,5,10.0,True,True,0.49177176,0.1953538,0.3825018,True,0.0,0
27000.0,True,False,False,True,2,128835.0,3766.95,Alone,Commercial,1.0,M,False,CL,Home,0.072508,17764,207,9997,1017,True,False,True,Laborers,4,1,3,17.0,True,True,0.39678374,0.72275275,0.6722429,True,3.0,0
16200.0,True,True,False,True,2,49500.0,2475.0,Alone,Commercial,2.0,M,False,RL,Home,0.072508,14327,2012,8275,4299,True,False,True,HR,4,1,3,19.0,True,True,0.71103793,0.7849896,0.5937176,True,0.0,0
15750.0,False,False,True,False,0,52128.0,2827.8,Alone,Service,1.0,M,False,CL,Home,0.04622,10368,1009,2022,2778,True,False,True,Sales,2,1,6,15.0,True,True,0.40045175,0.47270006,0.37233368,True,0.0,0
9000.0,False,False,False,False,2,90661.5,3541.5,Partner,Govt Job,1.0,M,False,CL,Municipal,0.009334,11911,1103,3515,3524,True,False,True,Core,4,2,6,16.0,True,True,0.30672443,0.39963362,0.24186149,True,2.0,1
27000.0,True,True,False,False,1,75519.0,3855.6,Alone,Service,1.0,S,False,CL,Home,0.008575,14687,3161,8676,4985,True,True,False,Managers,2,2,4,10.0,True,True,0.37494442,0.5963339,0.62967426,True,0.0,0
22500.0,False,False,False,False,0,134100.0,3933.9,Alone,Commercial,2.0,M,False,CL,Home,0.072508,16427,2704,3059,3759,True,False,True,Sales,2,1,1,14.0,True,True,0.92876035,0.74512666,0.69409263,True,2.0,0
13500.0,False,True,False,True,2,26955.0,2129.4,Alone,Service,1.0,D,False,CL,Home,0.010147,13028,1253,221,3379,True,False,False,High skill tech,3,2,2,15.0,True,True,0.6277315,0.42176265,0.06917423,True,1.0,1
27000.0,True,False,True,True,0,157500.0,4605.3,Alone,Govt Job,2.0,D,False,CL,Home,0.005144,18804,2920,2271,2350,True,True,False,Managers,1,2,1,10.0,True,True,0.55078465,0.5506533,0.68638235,True,1.0,0
13500.0,False,True,False,True,0,91089.0,2951.55,Alone,Service,1.0,W,False,CL,Family,0.030755,16828,4779,799,372,True,True,False,Laborers,1,2,4,10.0,True,True,0.60856605,0.6510828,0.5118918,True,5.0,0
22500.0,False,False,True,True,0,97350.3,4970.7,Alone,Commercial,1.0,M,False,CL,Home,0.018801,17330,1951,6337,853,True,False,False,Medicine,2,2,0,10.0,True,True,0.5897037,0.3243368,0.17770407,True,2.0,0
22500.0,True,True,True,False,1,54504.0,3962.7,Relative,Commercial,1.0,M,False,CL,Home,0.04622,11172,1742,6048,3817,True,False,True,Core,3,1,5,9.0,True,True,0.20242457,0.6837498,0.7738957,True,5.0,0
15750.0,False,False,True,True,1,33183.45,1474.65,Alone,Service,1.0,M,False,CL,Home,0.018801,11989,1511,5314,4678,True,False,False,High skill tech,3,2,3,15.0,True,True,0.37989816,0.50040096,0.30314636,True,2.0,1
13500.0,False,False,False,True,0,54504.0,2054.7,Alone,Service,2.0,D,False,CL,Home,0.030755,13607,3029,1146,4614,True,False,True,Core,1,2,3,15.0,True,True,0.6139997,0.6401212,0.5208976,True,0.0,0
20250.0,True,True,False,True,1,15357.6,894.6,Alone,Service,1.0,M,False,CL,Home,0.01885,12496,2455,3183,4733,True,False,False,Accountants,3,2,3,15.0,True,True,0.56612825,0.63288134,0.6785677,True,1.0,0
10800.0,False,True,True,False,1,67500.0,3260.25,Alone,Commercial,1.0,M,False,CL,Home,0.018209,14477,1637,868,3638,True,False,False,Sales,3,3,6,11.0,True,True,0.30170077,0.4965742,0.391055,True,2.0,0
20250.0,True,False,True,True,0,45000.0,2512.8,Alone,Commercial,1.0,M,False,CL,Home,0.010276,10475,620,10286,2844,True,True,True,Sales,2,2,5,15.0,True,True,0.5355835,0.6953211,0.157595,True,2.0,0
27000.0,False,True,False,True,0,81404.1,2393.1,Alone,Commercial,2.0,M,False,CL,Home,0.0228,12936,4805,3218,5538,True,False,True,Laborers,2,2,4,8.0,True,True,0.67440075,0.7523992,0.6986675,True,5.0,0
27000.0,True,False,False,False,2,134550.0,4459.5,Alone,Commercial,2.0,M,False,CL,Home,0.035792,14376,2436,8400,4804,True,False,False,Accountants,4,2,5,15.0,True,True,0.8618789,0.74203295,0.58674,True,1.0,0
15750.0,False,True,False,True,0,67500.0,6929.55,Alone,Commercial,1.0,M,False,CL,Home,0.015221,16625,2011,13313,112,True,False,True,Core,2,2,1,14.0,True,True,0.6912711,0.58198553,0.6479769,True,2.0,0
11700.0,False,True,True,False,0,54504.0,2067.75,Alone,Service,1.0,S,False,CL,Home,0.020246,16445,340,1555,0,True,False,False,Sales,1,3,4,14.0,True,True,0.13813542,0.35258573,0.57091653,True,5.0,1
18000.0,False,True,True,True,0,54504.0,2540.7,Relative,Govt Job,1.0,D,False,CL,Home,0.030755,19236,7186,4261,2762,True,False,False,Core,1,2,1,12.0,True,True,0.8036072,0.70389605,0.19070596,True,2.0,0
9900.0,True,False,False,True,1,32702.4,1245.6,Alone,Service,2.0,M,False,CL,Family,0.035792,10989,1518,3840,3042,True,False,False,High skill tech,3,2,2,12.0,True,True,0.24617217,0.6887172,0.63970757,True,0.0,0
13500.0,False,False,True,False,0,45238.5,2767.5,Alone,Service,1.0,M,False,CL,Home,0.031329,18432,1669,8921,1964,True,True,True,Laborers,2,2,2,10.0,True,True,0.4278427,0.6487294,0.7136314,True,2.0,0
13500.0,True,False,False,True,0,12363.75,892.35,Alone,Service,1.0,M,False,CL,Home,0.0105,17410,9904,5168,956,True,True,True,Core,2,3,5,18.0,True,True,0.73598427,0.5702698,0.52809274,True,0.0,0
18000.0,False,True,True,True,0,45000.0,2097.9,Alone,Service,2.0,M,False,CL,Home,0.011657,12435,1648,11419,4257,True,False,True,Core,2,1,4,11.0,True,True,0.3812005,0.75561965,0.6785677,True,1.0,0
11250.0,False,True,False,True,0,18000.0,900.0,Alone,Service,1.0,S,False,RL,Home,0.008019,8780,897,3360,300,True,False,False,Core,1,2,3,17.0,True,True,0.12709159,0.7712698,0.35895124,True,1.0,0
58500.0,True,True,False,True,0,186280.2,7700.4,Relative,Commercial,2.0,M,False,CL,Home,0.072508,12132,1614,771,952,True,False,False,Core,2,1,5,15.0,True,True,0.3476793,0.6039271,0.5495965,True,3.0,0
13500.0,False,False,True,True,0,70083.0,2061.9,Relative,nan,1.0,S,False,CL,Home,0.018801,17483,2113,11446,1037,True,False,False,Sales,1,2,6,12.0,True,True,0.62284786,0.575615,0.47225335,True,4.0,0
10350.0,True,True,False,True,2,31405.5,1616.4,Alone,Govt Job,2.0,D,False,CL,Home,0.0228,12481,4622,662,1837,True,False,False,Secretaries,3,2,1,11.0,True,True,0.6213225,0.29790145,0.80274546,True,1.0,0
31500.0,True,True,True,True,2,95822.55,9347.85,Alone,Commercial,2.0,M,False,CL,Home,0.032561,12223,1832,1047,4361,True,False,False,Managers,4,1,2,13.0,True,True,0.681756,0.7544183,0.45432106,True,2.0,0
18000.0,True,False,False,False,2,125568.0,4523.4,Alone,Service,1.0,M,False,CL,Family,0.0228,12628,86,6716,4988,True,True,False,Laborers,4,2,6,19.0,True,True,0.21337645,0.5774942,0.5388627,True,1.0,1
20700.0,False,False,False,True,0,104585.4,3386.7,Alone,Commercial,1.0,M,False,CL,Home,0.018029,16055,1426,387,4557,True,False,False,Security,2,3,3,5.0,True,True,0.42972627,0.448777,0.2692858,True,6.0,0
15750.0,False,True,True,True,0,27000.0,1350.0,Alone,Commercial,1.0,M,False,RL,Home,0.072508,7906,550,7854,560,True,False,True,Managers,2,1,2,14.0,True,True,0.15924467,0.37955335,0.49927202,True,3.0,1
20250.0,True,False,True,True,0,180000.0,6269.85,Alone,Commercial,1.0,M,False,CL,Home,0.028663,18265,5892,7669,1818,True,False,False,Laborers,2,2,6,11.0,True,True,0.4939149,0.3208484,0.8050197,True,1.0,0
13500.0,False,False,False,True,1,45000.0,2369.25,Alone,Service,2.0,M,False,CL,Office,0.010966,11427,1615,2095,3760,True,False,False,Sales,3,2,6,17.0,True,True,0.5295564,0.64347434,0.5478105,True,3.0,0
15750.0,False,False,False,False,0,75519.0,3645.9,Alone,Commercial,2.0,S,False,CL,Home,0.02461,10924,408,1148,3508,True,False,False,Laborers,1,2,2,14.0,True,True,0.21945459,0.25024056,0.15951954,True,0.0,0
22500.0,True,True,True,False,1,66960.0,3431.7,Alone,Govt Job,2.0,M,False,CL,Home,0.00496,11166,2340,5029,3762,True,False,False,Drivers,3,2,5,15.0,True,True,0.59531665,0.58794224,0.42413032,True,0.0,0
31500.0,True,False,False,True,0,40500.0,2025.0,Alone,Service,1.0,M,False,RL,Home,0.072508,15693,114,2724,288,True,False,False,Laborers,2,1,6,14.0,True,True,0.4209157,0.66666603,0.48485148,True,0.0,0
9000.0,True,False,False,False,0,86256.0,2521.8,Alone,Service,1.0,M,False,CL,Home,0.010276,15130,740,8469,4369,True,True,False,Sales,2,2,3,12.0,True,True,0.31762207,0.13240986,0.5585066,True,2.0,0
12600.0,False,True,False,True,0,64704.6,2100.15,Alone,Service,1.0,M,False,CL,Home,0.04622,18782,196,1845,2325,True,False,False,Cleaning,2,1,6,11.0,True,True,0.65295106,0.5935831,0.73381454,True,2.0,0
13500.0,True,False,False,True,0,67500.0,3446.55,Alone,Commercial,1.0,M,False,CL,Home,0.01452,13415,1640,2208,4314,True,False,False,Realty agents,2,2,5,14.0,True,True,0.64445657,0.58607084,0.3656165,True,1.0,0
11250.0,True,False,False,True,0,102474.0,5571.9,Alone,nan,2.0,M,False,CL,Home,0.018801,19198,1913,7286,2739,True,False,False,Drivers,2,2,3,9.0,True,True,0.5430395,0.565725,0.6690567,True,1.0,0
36000.0,False,False,False,False,1,90000.0,5764.95,Relative,nan,1.0,M,False,CL,Home,0.028663,12879,3195,5157,4079,True,False,True,Laborers,3,2,0,11.0,True,True,0.23325118,0.67251503,0.6075573,True,1.0,0
9000.0,False,False,True,True,0,13477.5,1093.5,Alone,Service,1.0,S,False,CL,Home,0.030755,15455,437,9184,4393,True,False,False,Sales,1,2,3,17.0,True,True,0.45855024,0.7095974,0.54423475,True,4.0,0
58500.0,True,False,True,False,2,237743.1,6550.65,Alone,Service,2.0,M,False,CL,Home,0.020246,13164,771,6626,4773,True,False,False,Managers,4,3,1,11.0,True,True,0.40307346,0.50271344,0.4614824,True,0.0,0
27000.0,False,True,True,False,2,45450.0,4586.85,Relative,Commercial,1.0,M,False,CL,Home,0.072508,13243,4070,2492,4859,True,True,True,Managers,4,1,2,12.0,True,True,0.5726907,0.7286249,0.3264752,True,0.0,0
38250.0,False,True,True,True,0,65473.65,6391.35,Alone,Commercial,2.0,M,False,CL,Municipal,0.04622,11579,1161,3210,3196,True,False,False,Accountants,2,1,2,14.0,True,True,0.76241887,0.44994032,0.33445412,True,2.0,0
18000.0,False,False,True,True,0,90568.8,2660.85,Alone,Govt Job,1.0,M,False,CL,Home,0.02461,11795,3416,3548,4360,True,False,False,Core,2,2,1,16.0,True,True,0.41811943,0.6421187,0.4382814,True,4.0,0
25200.0,True,False,True,False,2,54504.0,2553.75,Alone,Service,1.0,M,False,CL,Home,0.018029,10787,3032,6042,3297,True,False,False,High skill tech,4,3,1,14.0,True,True,0.04916814,0.49681473,0.48124933,True,2.0,0
17550.0,True,False,True,True,1,125865.0,5207.4,Alone,Service,2.0,M,False,CL,Home,0.005002,12428,4137,881,4281,True,False,False,HR,3,3,1,13.0,True,True,0.5716153,0.60722286,0.63303167,True,0.0,0
7650.0,False,True,True,True,0,53530.65,2916.9,Alone,Commercial,1.0,M,False,CL,Home,0.007305,15602,5061,4771,4762,True,False,True,Sales,2,3,5,8.0,True,True,0.41454303,0.23113732,0.7267112,True,0.0,0
22500.0,False,False,True,True,0,18000.0,900.0,Alone,Service,2.0,S,False,RL,Home,0.010032,12203,4270,3806,3992,True,False,True,Private service,1,2,0,7.0,True,True,0.52145195,0.5091525,0.3409064,True,6.0,0
20250.0,False,False,True,True,0,157453.2,6257.25,Relative,Commercial,1.0,M,False,CL,Home,0.04622,18638,2176,5199,2162,True,False,False,Laborers,2,1,3,15.0,True,True,0.66065794,0.6945051,0.67065173,True,0.0,0
17550.0,False,False,False,True,0,67950.0,1986.75,Alone,Service,2.0,M,False,CL,Municipal,0.04622,15004,1922,8904,5012,True,False,True,Core,2,1,6,12.0,True,True,0.7126734,0.7426227,0.62967426,True,0.0,0
6750.0,False,False,True,True,0,18000.0,900.0,Alone,Service,1.0,S,False,RL,Home,0.010147,8062,560,8028,686,True,True,False,Laborers,1,2,5,12.0,True,True,0.27388412,0.53039855,0.40314168,True,0.0,0
7650.0,False,True,False,True,0,11374.65,821.7,Alone,Commercial,1.0,M,False,CL,Home,0.025164,16812,3183,2473,353,True,False,False,Cleaning,2,2,5,16.0,True,True,0.85216177,0.54519874,0.3264752,True,4.0,0
45000.0,False,True,False,False,2,67950.0,3633.3,Alone,Service,2.0,M,False,CL,Home,0.010006,11870,221,1133,1477,True,False,False,Core,4,1,3,12.0,True,True,0.7984639,0.6875346,0.5118918,True,2.0,0
11250.0,False,True,True,True,0,29250.0,1462.5,Alone,Commercial,1.0,W,False,RL,Home,0.032561,21912,216,5563,190,True,False,True,Security,1,1,2,11.0,True,True,0.81203073,0.7412452,0.57091653,True,1.0,0
7650.0,False,True,False,True,0,6300.0,691.2,Kids,Service,1.0,M,False,CL,Home,0.028663,12887,749,1812,4244,True,True,True,Sales,2,2,4,11.0,True,True,0.5303601,0.579238,0.36394525,True,6.0,0
15750.0,True,True,True,True,1,18000.0,900.0,Alone,Commercial,1.0,M,False,RL,Home,0.018209,15083,1632,1065,4221,True,False,False,Drivers,3,3,3,10.0,True,True,0.3432361,0.5364886,0.6577838,True,0.0,0
13500.0,True,True,False,False,1,81000.0,2368.35,Alone,Service,2.0,D,False,CL,Home,0.006233,12099,2497,4062,3961,True,False,False,Managers,2,2,3,20.0,True,True,0.73611826,0.69508475,0.51549536,True,2.0,0
9450.0,False,False,True,True,2,107820.0,3165.3,Relative,Govt Job,1.0,M,False,CL,Municipal,0.009334,11483,2129,10906,954,True,False,True,Core,4,2,0,12.0,True,True,0.47291416,0.6973833,0.07546094,True,7.0,0
9900.0,False,False,True,False,1,35427.6,1348.65,Alone,Service,1.0,S,False,CL,Home,0.018209,8882,963,8882,1540,True,False,False,Laborers,2,3,3,10.0,True,True,0.12216904,0.3404106,0.40140742,True,1.0,0
31500.0,False,True,True,True,0,100350.0,2934.0,Alone,Commercial,1.0,W,False,CL,Home,0.010006,21636,1484,9277,3459,True,False,False,Drivers,1,1,5,8.0,True,True,0.4826799,0.7968728,0.344155,True,3.0,0
38250.0,True,True,True,False,0,67500.0,6916.5,Alone,Service,2.0,M,False,CL,Home,0.007114,11153,1281,3345,3819,True,True,True,Accountants,2,2,6,9.0,True,True,0.64668745,0.67400146,0.723837,True,0.0,0
13500.0,True,False,True,True,1,38250.0,1912.5,Alone,Service,2.0,M,False,RL,Home,0.00823,15456,1228,5205,5212,True,False,True,High skill tech,3,2,6,12.0,True,True,0.56024826,0.5312155,0.21885908,True,7.0,0
18000.0,True,False,False,False,0,80588.25,2632.05,Partner,Service,1.0,M,False,CL,Home,0.035792,10191,1857,4817,2878,True,False,True,Cooking,2,2,3,12.0,True,True,0.24361892,0.6198166,0.6769925,True,3.0,0
13500.0,False,False,False,True,0,107383.5,3870.0,Alone,Service,1.0,M,False,CL,Home,0.0105,14083,2317,2981,5221,True,False,True,Managers,2,3,1,18.0,True,True,0.75187147,0.42563918,0.59892625,True,1.0,0
18000.0,False,False,False,False,1,90000.0,2592.45,Alone,Service,1.0,S,False,CL,Home,0.010006,9459,2604,838,2122,True,True,True,Private service,2,2,2,12.0,True,True,0.56980914,0.6641392,0.4311918,True,0.0,0
7200.0,False,True,True,True,0,22500.0,1256.4,Alone,Govt Job,1.0,M,False,CL,Office,0.028663,18627,4644,9642,2181,True,False,True,Cleaning,2,2,1,10.0,True,True,0.51948404,0.7087766,0.31236538,True,3.0,0
14400.0,False,False,True,True,0,26368.65,2620.8,Relative,Service,1.0,S,False,CL,Home,0.016612,20253,1551,9076,3683,True,False,False,Laborers,1,2,6,10.0,True,True,0.63529074,0.6904725,0.66102356,True,0.0,0
8100.0,False,False,False,True,0,56249.1,2718.9,Alone,Service,1.0,S,False,CL,Home,0.025164,8789,792,468,1455,True,False,False,Laborers,1,2,4,12.0,True,True,0.39668432,0.55944526,0.8182475,True,2.0,0
24750.0,True,True,False,False,1,61200.0,2371.5,Relative,Service,2.0,M,False,CL,Family,0.009549,12019,1059,3911,4408,True,True,True,Core,3,2,6,12.0,True,True,0.49155083,0.48626703,0.3360615,True,1.0,0
27000.0,False,False,True,True,0,28440.0,1830.6,Alone,Service,2.0,M,False,CL,Home,0.008019,14136,115,7624,4665,True,False,False,Core,2,2,4,19.0,True,True,0.73447174,0.5581783,0.7886808,True,5.0,0
13050.0,True,True,False,True,1,48600.0,2350.8,Alone,Service,1.0,M,False,CL,Home,0.018209,11553,1033,256,1116,True,False,False,Sales,3,3,6,10.0,True,True,0.40943158,0.2435563,0.36061257,True,3.0,1
9000.0,False,False,False,False,1,50849.55,2167.2,Alone,Service,1.0,M,False,CL,Home,0.018801,14582,1878,816,4675,True,False,True,Medicine,3,2,1,10.0,True,True,0.42148677,0.5726636,0.57796913,True,0.0,0
9900.0,False,True,False,True,0,63000.0,2454.3,Alone,Commercial,2.0,M,False,CL,Home,0.014464,10541,2426,2878,908,True,True,True,Sales,2,2,3,4.0,True,True,0.2789031,0.31494507,0.3539876,True,1.0,0
13874.85,False,False,False,True,0,27000.0,2498.4,Alone,Govt Job,1.0,S,False,CL,Home,0.032561,17208,3622,2730,767,True,True,True,Core,1,1,1,18.0,True,True,0.47305298,0.6385278,0.3656165,True,0.0,0
42750.0,False,False,False,True,0,142128.0,13718.25,Alone,Service,2.0,M,False,CL,Home,0.008019,17831,1777,1342,1355,True,False,False,Managers,2,2,1,11.0,True,True,0.5274065,0.6635439,0.6075573,True,1.0,0
11250.0,False,True,True,True,0,24750.0,1237.5,Alone,Commercial,2.0,M,False,RL,Home,0.00702,18753,279,9723,2297,True,False,False,Sales,2,2,5,15.0,True,True,0.2626808,0.55236787,0.3740208,True,1.0,0
9900.0,False,False,False,False,0,27363.6,2174.85,Alone,Service,1.0,M,False,CL,Municipal,0.011657,15608,2551,5124,5339,True,True,False,Sales,2,1,2,12.0,True,True,0.2732921,0.02916551,0.7490217,True,1.0,0
18000.0,False,False,False,True,0,15750.0,787.5,Alone,Service,1.0,M,False,RL,Home,0.006008,18940,385,2648,2499,True,False,False,Sales,2,2,4,12.0,True,True,0.35234278,0.5906203,0.42765737,True,6.0,0
19350.0,False,False,False,True,0,135450.0,5172.3,Alone,Service,1.0,M,False,CL,Home,0.022625,19190,11529,1308,2736,True,False,False,Drivers,2,2,2,10.0,True,True,0.8441907,0.24915491,0.73801965,True,1.0,0
17100.0,True,True,True,False,0,119034.0,6046.65,Alone,Service,1.0,M,False,CL,Home,0.025164,13568,1688,2412,4423,True,True,True,Accountants,2,2,1,13.0,True,True,0.6653131,0.49776047,0.75574005,True,0.0,1
10350.0,False,True,True,True,0,18000.0,900.0,Alone,Commercial,1.0,D,False,RL,Family,0.008625,9955,2371,4123,2635,True,False,False,Laborers,1,2,6,15.0,True,True,0.16375361,0.61755705,0.31081825,True,2.0,0
20250.0,True,False,False,True,1,112500.0,4474.8,Relative,Govt Job,2.0,M,False,CL,Home,0.010556,14708,3698,449,357,True,True,True,Core,3,3,5,16.0,True,True,0.8069118,0.47410652,0.74079907,True,4.0,0
22500.0,False,False,False,False,0,95394.15,3165.75,Alone,Service,1.0,M,False,CL,Municipal,0.04622,19756,2591,13614,3014,True,False,False,Laborers,2,1,1,10.0,True,True,0.67535305,0.5712984,0.6785677,True,2.0,0
9000.0,False,False,False,True,0,40204.8,2052.45,Alone,Service,1.0,M,False,CL,Home,0.010147,19785,179,3215,2626,True,False,False,Laborers,2,2,3,16.0,True,True,0.7006934,0.7172821,0.32016337,True,5.0,0
13500.0,True,False,False,True,0,22950.0,1479.6,Relative,Service,1.0,M,False,CL,Home,0.018209,9985,114,6648,2651,True,False,False,Sales,2,3,6,12.0,True,True,0.10923949,0.03736397,0.40314168,True,2.0,1
36000.0,True,False,True,True,0,130500.0,4983.75,Alone,Commercial,1.0,M,False,CL,Home,0.015221,16880,4718,8912,424,True,False,True,Managers,2,2,2,9.0,True,True,0.7349008,0.5597201,0.6496203,True,0.0,0
8550.0,False,False,True,True,0,36000.0,1953.0,Alone,Service,1.0,M,False,CL,Home,0.02461,19184,487,7210,2707,True,True,True,Sales,2,2,2,11.0,True,True,0.6337513,0.5346066,0.3944954,True,2.0,0
9000.0,True,False,True,True,0,22500.0,1742.4,Alone,Service,1.0,D,False,CL,Home,0.009549,19828,264,67,3322,True,False,False,Sales,1,2,0,15.0,True,True,0.6803332,0.61363465,0.79813725,True,6.0,0
8550.0,False,True,False,True,1,18000.0,900.0,Alone,Service,1.0,S,False,RL,Home,0.010032,13556,375,4591,5403,True,False,False,Cleaning,2,2,1,12.0,True,True,0.33162248,0.32658353,0.63303167,True,1.0,0
13500.0,False,False,False,False,0,107820.0,3165.3,Relative,Service,2.0,M,False,CL,Home,0.020713,10675,1284,1249,2972,True,True,False,Core,2,2,5,14.0,True,True,0.43325856,0.75943935,0.5495965,True,1.0,0
47250.0,True,True,True,False,0,80865.0,2608.65,Alone,Commercial,1.0,M,False,CL,Home,0.019689,12858,3752,4844,3373,True,True,True,Managers,2,2,1,8.0,True,True,0.52202547,0.6197496,0.5406544,True,0.0,0
20700.0,False,False,True,True,1,112500.0,3289.5,Alone,nan,2.0,S,False,CL,Home,0.010006,14032,369,844,4372,True,False,False,Secretaries,2,1,5,8.0,True,True,0.7939213,0.695043,0.6313545,True,1.0,0
36000.0,True,False,True,True,0,188553.6,10345.5,Alone,Service,2.0,M,False,CL,Home,0.032561,17654,209,14863,1186,True,False,True,Core,2,1,0,15.0,True,True,0.76996857,0.5491269,0.8050197,True,1.0,0
13500.0,False,False,True,False,0,57073.95,5572.8,Relative,nan,1.0,M,False,CL,Office,0.018029,15631,3240,7227,5568,True,False,False,Realty agents,2,2,5,8.0,True,True,0.6145401,0.5840323,0.83478415,True,1.0,0
30150.0,True,True,True,True,0,105477.3,3498.75,Alone,Commercial,1.0,W,False,CL,Home,0.009657,20545,4217,12515,3850,True,False,True,Accountants,1,2,3,9.0,True,True,0.7869921,0.7453716,0.49927202,True,1.0,0
11250.0,False,False,True,True,1,27000.0,1350.0,Relative,Service,2.0,S,False,RL,Home,0.026392,10791,205,1398,2559,True,False,False,High skill tech,2,2,1,12.0,True,True,0.6033486,0.6858173,0.5424451,True,0.0,0
18000.0,True,False,True,False,2,54504.0,2650.95,Alone,Service,1.0,M,False,CL,Home,0.009175,11033,409,1340,3301,True,False,True,Laborers,4,2,5,13.0,True,True,0.43462214,0.7054797,0.4650692,True,1.0,0
16200.0,False,False,True,False,1,43787.7,2974.95,Alone,Service,2.0,M,False,CL,Family,0.007305,9613,417,3384,2192,True,True,True,Core,3,3,4,11.0,True,True,0.39555517,0.534008,0.344155,True,0.0,0
36000.0,False,False,True,True,0,75519.0,3645.9,Alone,nan,2.0,M,False,CL,Home,0.025164,11510,1612,2389,4148,True,False,False,Managers,2,2,5,11.0,True,True,0.73299867,0.6190795,0.39794633,True,2.0,0
11250.0,True,False,False,True,1,49500.0,3924.0,Alone,Commercial,1.0,M,False,CL,Home,0.018209,12197,2581,3088,3079,True,False,False,Sales,3,3,3,11.0,True,True,0.65137094,0.61485744,0.63470554,True,0.0,0
45000.0,False,False,True,True,1,112500.0,2967.75,Others,Govt Job,2.0,M,False,CL,Home,0.032561,15537,3513,2501,4147,True,False,False,Managers,3,1,6,17.0,True,True,0.86849886,0.7406828,0.73801965,True,0.0,0
11250.0,False,True,False,True,0,28440.0,2259.9,Alone,Service,1.0,S,False,CL,Home,0.005002,10353,2178,4257,2899,True,False,False,Sales,1,3,4,15.0,True,True,0.12002125,0.3826738,0.7136314,True,3.0,0
13500.0,False,False,True,True,2,24750.0,1237.5,Alone,Service,2.0,W,False,RL,Home,0.005144,14847,1958,3837,4994,True,True,True,High skill tech,3,2,6,17.0,True,True,0.6215284,0.6233862,0.7675231,True,0.0,0
18000.0,False,False,False,False,0,119974.95,6107.4,Alone,Commercial,1.0,M,False,CL,Home,0.006233,14652,3348,8721,3812,True,False,False,Laborers,2,2,5,10.0,True,True,0.6617253,0.510311,0.66745776,True,0.0,0
20250.0,False,True,False,True,0,45000.0,4774.95,Alone,Commercial,2.0,M,False,CL,Home,0.072508,16974,1272,5437,495,True,True,True,Managers,2,1,3,9.0,True,True,0.58731264,0.7128177,0.44361532,True,2.0,1
25200.0,True,True,False,True,0,67387.5,2186.55,Alone,Commercial,1.0,S,False,CL,Home,0.018634,15591,738,9540,4486,True,False,False,Core,1,2,4,15.0,True,True,0.78766847,0.42772543,0.508287,True,2.0,0
11250.0,True,False,False,True,0,30715.2,1975.95,Relative,Govt Job,1.0,M,False,CL,Home,0.025164,14582,787,4177,4926,True,False,False,Drivers,2,2,1,14.0,True,True,0.40218902,0.6163478,0.69255906,True,2.0,0
24750.0,False,False,True,True,0,37692.0,1826.1,Relative,Service,1.0,M,False,CL,Home,0.031329,14262,6837,9580,4211,True,False,False,Laborers,2,2,2,10.0,True,True,0.55025315,0.54991186,0.2009261,True,1.0,0
15750.0,False,False,True,True,0,67766.4,3153.15,Relative,Service,1.0,W,False,CL,Home,0.04622,22463,185,11120,4243,True,False,False,Laborers,1,1,6,12.0,True,True,0.4106226,0.56340814,0.2707074,True,0.0,0
16200.0,False,True,False,True,0,103583.25,2732.4,Alone,Service,1.0,S,False,CL,Home,0.022625,16253,198,5229,4044,True,False,False,Sales,1,2,2,13.0,True,True,0.3328364,0.35336483,0.1008037,True,2.0,1
15750.0,False,True,False,False,0,64008.0,3126.15,Others,Service,2.0,D,False,CL,Home,0.009657,19634,430,7028,3163,True,False,True,Sales,1,2,5,13.0,True,True,0.52383155,0.6150905,0.64136827,True,3.0,1
25200.0,False,False,True,True,0,93643.65,4794.3,Alone,Commercial,2.0,M,False,CL,Home,0.031329,14971,161,6419,4073,True,False,True,Managers,2,2,1,11.0,True,True,0.505777,0.6473478,0.37233368,True,4.0,0
36000.0,True,False,False,False,2,90000.0,4329.9,Alone,Service,1.0,M,False,CL,Home,0.010006,15155,2582,1634,2677,True,False,True,Drivers,4,2,3,13.0,True,True,0.39160994,0.7434327,0.4614824,True,1.0,0
21600.0,False,True,True,True,0,151541.55,3997.35,Relative,Service,2.0,M,False,CL,Home,0.031329,18331,1185,495,1894,True,False,False,High skill tech,2,2,3,15.0,True,True,0.71376,0.19426645,0.61782616,True,3.0,0
27000.0,False,False,False,True,0,49521.6,2307.6,Alone,Commercial,1.0,W,False,CL,Home,0.072508,13270,235,259,1865,True,True,True,Core,1,1,4,11.0,True,True,0.42400196,0.518548,0.2525987,True,1.0,0
13500.0,True,False,False,True,1,29700.0,2380.95,Alone,Service,1.0,M,False,CL,Home,0.028663,15021,7121,991,4050,True,False,False,High skill tech,3,2,1,13.0,True,True,0.50702095,0.68469477,0.5884878,True,7.0,0
20250.0,True,False,False,True,0,28887.3,2106.45,Alone,Commercial,1.0,S,False,CL,Home,0.025164,9343,1457,9179,886,True,False,False,Waiters/barmen,1,2,0,14.0,True,True,0.18219085,0.25929493,0.36061257,True,5.0,0
27000.0,False,False,True,True,0,101265.3,4303.35,Alone,Commercial,1.0,S,False,CL,Home,0.0228,16698,204,6546,242,True,False,True,Accountants,1,2,6,9.0,True,True,0.5816645,0.6158823,0.832785,True,2.0,0
29250.0,True,True,True,True,0,30146.4,1857.15,Relative,Service,2.0,S,False,CL,Home,0.006207,14434,24,1009,4354,True,False,False,Accountants,1,2,3,14.0,True,True,0.3887075,0.10177121,0.44005784,True,2.0,0
9000.0,False,False,False,False,1,37350.0,998.1,Alone,Service,1.0,M,False,CL,Home,0.019689,8788,1311,8788,1454,True,False,True,Laborers,3,2,5,13.0,True,True,0.09413663,0.12930118,0.2764407,True,0.0,1
20250.0,False,False,False,True,1,64008.0,3126.15,Alone,Service,2.0,M,False,CL,Home,0.019689,10725,2288,5046,3410,True,False,False,Core,3,2,4,13.0,True,True,0.27365214,0.6790834,0.69255906,True,1.0,0
18000.0,True,True,False,True,1,18000.0,1151.1,Alone,Commercial,2.0,M,False,CL,Municipal,0.01885,13252,689,6335,4647,True,True,True,Accountants,3,2,1,13.0,True,True,0.42585096,0.718531,0.7032033,True,0.0,0
13500.0,True,False,False,True,1,90000.0,4067.1,Relative,Commercial,1.0,M,False,CL,Home,0.026392,12638,5247,2086,4564,True,True,True,Medicine,3,2,3,17.0,True,True,0.78401494,0.64182216,0.71803284,True,0.0,0
15750.0,False,False,False,False,0,22500.0,1291.5,Alone,Commercial,1.0,M,False,CL,Home,0.015221,22134,9901,9505,4407,True,False,True,Accountants,2,2,1,16.0,True,True,0.8885281,0.46513602,0.31703177,True,6.0,0
11250.0,True,True,True,True,0,25128.0,1376.1,Relative,Service,1.0,S,False,CL,Home,0.008625,12290,381,9,4013,True,False,False,Laborers,1,2,5,10.0,True,True,0.10594493,0.5017458,0.18629295,True,3.0,1
15750.0,False,False,True,False,0,90000.0,2631.6,Alone,Govt Job,2.0,M,False,CL,Home,0.04622,13422,5253,2074,4160,True,False,False,Accountants,2,1,3,13.0,True,True,0.69179153,0.72394305,0.13177013,True,2.0,0
12150.0,False,False,True,True,0,64692.0,2519.55,Others,Commercial,2.0,S,False,CL,Home,0.031329,8808,130,3658,1479,True,False,True,Core,1,2,6,10.0,True,True,0.16454801,0.6572173,0.6785677,True,0.0,0
12600.0,False,True,True,False,2,27796.95,1822.5,Alone,Commercial,2.0,M,False,CL,Municipal,0.003818,12568,579,5379,3285,True,False,False,Sales,4,2,6,8.0,True,True,0.3867559,0.47850835,0.42765737,True,0.0,0
18900.0,False,True,True,True,0,71107.2,2988.9,Alone,Service,1.0,M,False,CL,Home,0.020246,14402,1059,6245,1548,True,False,False,Sales,2,3,2,12.0,True,True,0.1796158,0.35996285,0.52449644,True,5.0,1
13500.0,False,False,True,True,0,18000.0,900.0,Alone,Service,1.0,S,False,RL,Home,0.00702,7769,258,7745,454,True,False,False,Accountants,1,2,5,18.0,True,True,0.23564525,0.39496815,0.2608559,True,0.0,0
27000.0,False,False,True,False,0,82365.75,3319.65,Alone,Service,2.0,M,False,CL,Home,0.072508,10634,666,4594,1165,True,False,False,Cooking,2,1,5,15.0,True,True,0.3108392,0.5837773,0.6690567,True,2.0,0
8550.0,True,False,False,False,0,55742.4,1483.2,Others,Commercial,1.0,S,False,CL,Home,0.010276,15084,3533,9171,5159,True,False,False,Laborers,1,2,1,11.0,True,True,0.3345089,0.46380883,0.67065173,True,0.0,0
13500.0,False,False,True,True,2,32702.4,2013.75,Relative,Service,2.0,M,False,CL,Home,0.022625,13743,5594,3186,4220,True,False,False,Managers,4,2,4,14.0,True,True,0.87857276,0.74587345,0.7862666,True,1.0,0
11250.0,False,False,False,True,0,33750.0,1687.5,Alone,Service,2.0,M,False,RL,Home,0.02461,17221,465,1316,745,True,False,False,Core,2,2,2,12.0,True,True,0.8235065,0.5044354,0.15951954,True,2.0,0
13500.0,False,True,True,True,0,41510.7,2264.85,Alone,Commercial,1.0,M,False,CL,Home,0.025164,17108,901,5015,654,True,False,False,Cleaning,2,2,6,14.0,True,True,0.30267006,0.68305904,0.4650692,True,1.0,0
11250.0,False,False,True,True,1,31067.1,1913.4,Relative,Service,1.0,M,False,CL,Home,0.006852,16161,3048,6550,3035,True,False,False,Core,3,3,6,7.0,True,True,0.4103531,0.42460772,0.5531647,True,3.0,0
15750.0,True,False,True,True,1,154602.0,4091.4,Alone,Commercial,1.0,M,False,CL,Home,0.04622,10468,1398,804,3015,True,False,False,Laborers,3,1,1,16.0,True,True,0.19790179,0.4322597,0.622922,True,0.0,0
22500.0,False,False,True,True,0,100692.0,4279.05,Alone,Govt Job,2.0,M,False,CL,Home,0.00496,15385,8612,999,4213,True,False,False,Core,2,2,3,16.0,True,True,0.506663,0.746354,0.5585066,True,4.0,0
20250.0,False,True,False,True,0,84099.6,2471.85,Alone,Service,2.0,M,False,CL,Home,0.022625,19730,522,756,3269,True,False,False,Core,2,2,5,15.0,True,True,0.76671493,0.6859539,0.3392877,True,2.0,0
20250.0,True,False,False,False,1,50940.0,3706.65,Alone,Govt Job,2.0,M,False,CL,Home,0.072508,9335,1665,4206,1295,True,True,False,Core,3,1,0,18.0,True,True,0.61826044,0.6912244,0.5118918,True,5.0,0
31500.0,True,True,False,True,1,70372.8,3942.45,Alone,Commercial,2.0,M,False,CL,Home,0.035792,13081,3706,830,3582,True,False,False,Core,3,2,1,10.0,True,True,0.202753,0.6245304,0.8050197,True,4.0,0
36000.0,True,True,True,False,0,36000.0,1421.55,Alone,Service,1.0,M,False,CL,Home,0.020713,10029,1490,1143,975,True,False,True,Laborers,2,1,3,17.0,True,True,0.3708599,0.62955225,0.6127042,True,0.0,0
11250.0,False,False,True,False,0,33750.0,1687.5,Alone,Govt Job,2.0,M,False,RL,Municipal,0.020246,20044,6241,10141,3365,True,False,True,Secretaries,2,3,2,12.0,True,True,0.6715176,0.48988405,0.5954562,True,3.0,0
18000.0,False,True,False,False,0,14925.6,1529.1,Alone,Govt Job,1.0,M,False,CL,Home,0.032561,20065,9912,9881,3611,True,True,False,Core,2,1,0,15.0,True,True,0.46058542,0.7669752,0.5406544,True,0.0,0
40500.0,True,True,False,True,3,67500.0,3375.0,Alone,Commercial,2.0,M,False,RL,Home,0.032561,14844,152,4267,4883,True,False,True,Managers,5,1,6,13.0,True,True,0.86933655,0.68079656,0.6642483,True,0.0,0
13500.0,False,True,False,False,0,40500.0,2025.0,Relative,Commercial,1.0,M,False,RL,Home,0.019689,16601,122,4726,127,True,False,False,Laborers,2,2,5,16.0,True,True,0.387276,0.6765859,0.22761291,True,1.0,0
58500.0,False,True,False,True,1,124061.4,4113.0,Alone,Govt Job,1.0,M,False,CL,Rental,0.072508,15939,5122,8281,2311,True,False,True,Laborers,3,1,3,18.0,True,True,0.34738865,0.5748242,0.46865967,True,4.0,1
45000.0,False,False,False,False,0,149448.6,4122.45,Alone,Commercial,1.0,M,False,CL,Home,0.035792,17242,4813,6271,781,True,False,False,Laborers,2,2,1,10.0,True,True,0.3650955,0.5757165,0.5602843,True,1.0,0
6975.0,False,True,False,False,2,26164.8,2079.9,Alone,Govt Job,1.0,M,False,CL,Home,0.008068,13821,2673,1729,1777,True,False,False,High skill tech,4,3,3,10.0,True,True,0.55942273,0.72389936,0.58674,True,3.0,0
33750.0,False,False,False,True,0,67950.0,2878.65,Alone,Service,1.0,S,False,CL,Home,0.026392,20656,7470,4368,4220,True,False,True,Medicine,1,2,2,15.0,True,True,0.6589814,0.66938174,0.58499,True,3.0,0
9900.0,False,True,True,True,1,55255.5,2956.95,Alone,Govt Job,1.0,M,False,CL,Home,0.008068,15349,4450,6785,4443,True,False,False,Core,3,3,6,7.0,True,True,0.5649663,0.1188588,0.62967426,True,0.0,0
24750.0,True,False,False,False,0,134608.95,4094.1,Alone,Service,1.0,M,False,CL,Home,0.008575,17773,528,9289,1163,True,False,False,Laborers,2,2,5,18.0,True,True,0.21512647,0.78379875,0.5424451,True,0.0,0
32850.0,True,False,False,True,0,119034.0,6354.9,Alone,Service,1.0,M,False,CL,Home,0.002506,19937,1101,12392,3078,True,False,True,Laborers,2,2,4,7.0,True,True,0.62444127,0.72147584,0.7449322,True,0.0,0
12150.0,False,False,True,True,0,78713.1,2614.5,Alone,Service,1.0,S,False,CL,Home,0.006233,14359,2694,7262,4412,True,False,True,Sales,1,2,2,11.0,True,True,0.22627617,0.21284337,0.3539876,True,6.0,0
5400.0,False,True,False,False,0,67500.0,3446.55,Alone,Service,1.0,M,False,CL,Municipal,0.030755,16390,2852,3930,4986,True,True,False,Laborers,2,2,1,10.0,True,True,0.5880066,0.60181195,0.7463002,True,1.0,0
27000.0,True,False,False,True,0,26368.65,2797.65,Alone,Commercial,2.0,S,False,CL,Family,0.005002,9874,1068,126,2456,True,False,False,Laborers,1,3,1,18.0,True,True,0.41331002,0.503107,0.45074728,True,5.0,0
11250.0,False,False,True,False,0,27000.0,1350.0,Alone,Service,2.0,S,False,RL,Family,0.019101,7729,529,7729,161,True,False,False,Core,1,2,4,10.0,True,True,0.21474463,0.10408912,0.47225335,True,3.0,0
9000.0,True,True,False,True,0,135000.0,4862.25,Alone,Service,2.0,M,False,CL,Home,0.026392,15484,4974,7194,4233,True,False,False,High skill tech,2,2,3,13.0,True,True,0.80390143,0.5421769,0.6212263,True,0.0,0
11250.0,True,False,True,True,0,33294.6,1479.6,Alone,Service,1.0,M,False,CL,Home,0.031329,17118,1753,9961,660,True,False,False,Sales,2,2,5,15.0,True,True,0.7114646,0.5967076,0.6801388,True,3.0,0
6750.0,True,True,True,True,1,35553.6,1519.2,Relative,Service,1.0,M,False,CL,Home,0.009549,18858,7004,2033,2411,True,True,True,Laborers,3,2,5,11.0,True,True,0.6786776,0.14240557,0.6986675,True,1.0,0
20250.0,False,False,False,True,0,58500.0,2925.0,Alone,Govt Job,2.0,S,False,RL,Home,0.031329,19331,5529,9530,2780,True,False,False,Core,1,2,6,9.0,True,True,0.5270187,0.53679305,0.27933532,True,4.0,0
18000.0,False,False,False,False,1,27363.6,2960.1,Alone,Service,2.0,M,False,CL,Home,0.007274,14785,1334,6415,5534,True,False,False,Managers,3,2,6,12.0,True,True,0.5145331,0.4712123,0.5298898,True,3.0,0
11250.0,False,True,True,True,0,29250.0,1462.5,Alone,Commercial,1.0,W,False,RL,Home,0.032561,21912,216,5563,190,True,False,True,Security,1,1,2,11.0,True,True,0.81203073,0.7412452,0.57091653,True,1.0,0
18000.0,False,False,False,True,0,85588.2,3626.1,Alone,Govt Job,2.0,M,False,CL,Home,0.008068,21147,13838,8068,3899,True,True,True,Core,2,3,1,12.0,True,True,0.853087,0.41243762,0.5064842,True,3.0,0
36000.0,False,False,True,False,2,57340.8,3039.3,Relative,Commercial,1.0,M,False,CL,Home,0.006629,12590,506,247,4350,True,False,False,Laborers,4,2,4,9.0,True,True,0.41752815,0.2724518,0.51369375,True,0.0,0
33300.0,True,False,True,True,0,180000.0,4963.05,Alone,Service,2.0,M,False,CL,Home,0.010006,10708,1947,554,3318,True,False,False,Sales,2,1,4,14.0,True,True,0.15011945,0.7514692,0.8463781,True,2.0,0
15750.0,True,True,True,False,0,49535.1,2627.1,Relative,Service,1.0,M,False,CL,Home,0.031329,21381,1253,9044,4944,True,False,False,Cleaning,2,2,5,16.0,True,True,0.6086587,0.6816703,0.50287825,True,0.0,0
18000.0,True,True,True,True,0,49752.0,2869.2,Relative,Service,2.0,M,False,CL,Home,0.031329,15620,8450,9609,4061,True,False,False,Laborers,2,2,3,12.0,True,True,0.38473892,0.12569866,0.5902333,True,3.0,0
6750.0,False,True,True,False,0,14391.0,1487.25,Alone,Commercial,1.0,M,False,CL,Home,0.031329,18522,2465,7459,2059,True,False,False,Laborers,2,2,5,12.0,True,True,0.7085599,0.57271713,0.5406544,True,3.0,0
26100.0,False,False,True,True,1,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.014464,17258,1964,531,814,True,False,False,Core,3,2,4,3.0,True,True,0.80876154,0.57218194,0.6496203,True,3.0,0
15300.0,True,True,True,True,0,106632.0,3843.0,Alone,Commercial,1.0,M,False,CL,Home,0.019689,22859,1719,1724,4952,True,False,False,Accountants,2,2,4,12.0,True,True,0.7821937,0.62838364,0.83478415,True,2.0,0
20250.0,False,False,True,True,0,49500.0,1777.95,Alone,Commercial,1.0,M,False,CL,Home,0.00733,12688,1487,6688,2911,True,False,False,Sales,2,2,1,11.0,True,True,0.24427105,0.7067911,0.563835,True,4.0,0
15750.0,False,False,True,True,0,128835.0,3766.95,Relative,Service,1.0,M,False,CL,Home,0.032561,9952,161,812,2328,True,False,True,Security,2,1,2,18.0,True,True,0.07090326,0.57528377,0.2032521,True,4.0,0
27000.0,True,False,True,False,2,150681.6,4744.35,Alone,Commercial,2.0,M,False,CL,Home,0.04622,13957,430,4352,5304,True,False,True,High skill tech,4,1,5,17.0,True,True,0.7529353,0.61312646,0.52809274,True,0.0,0
27000.0,True,False,True,True,1,116982.0,3433.5,Alone,Commercial,1.0,S,False,CL,Home,0.019689,14283,121,2268,4248,True,False,False,Sales,2,2,4,8.0,True,True,0.18152799,0.5532112,0.36061257,True,0.0,0
13500.0,True,False,False,True,1,67500.0,4911.75,Alone,Service,1.0,M,False,CL,Home,0.026392,13305,411,797,4484,True,True,True,Secretaries,3,2,4,11.0,True,True,0.5283164,0.67250055,0.41184855,True,1.0,1
15750.0,False,False,True,False,0,67500.0,3661.65,Alone,Service,2.0,M,False,CL,Home,0.025164,11261,1440,674,3502,True,True,True,Laborers,2,2,2,17.0,True,True,0.28010646,0.41425115,0.66263777,True,3.0,0
14400.0,True,True,False,False,0,81000.0,4315.5,Alone,Service,1.0,M,False,CL,Home,0.014464,19170,1563,10320,2327,True,False,True,Sales,2,2,4,11.0,True,True,0.8474449,0.7348318,0.75037515,True,1.0,0
20250.0,False,False,False,True,0,29628.0,1654.2,Alone,Service,1.0,M,False,CL,Home,0.00823,13424,4754,535,4521,True,False,False,Laborers,2,2,2,14.0,True,True,0.07386698,0.7718711,0.52809274,True,3.0,0
20250.0,False,False,False,True,0,61195.05,4847.85,Alone,Commercial,2.0,M,False,CL,Home,0.002134,12915,1905,311,25,True,False,False,Accountants,2,3,2,6.0,True,True,0.28023124,0.3789253,0.10753217,True,4.0,1
42750.0,True,False,True,True,0,102474.0,4929.75,Alone,Govt Job,2.0,M,False,CL,Family,0.010006,11549,3477,11537,769,True,True,True,Accountants,2,1,4,13.0,True,True,0.27390698,0.63443464,0.32016337,True,0.0,0
9000.0,True,True,True,True,0,18000.0,900.0,Alone,Commercial,1.0,M,False,RL,Home,0.02461,7965,489,2849,145,True,False,True,Sales,2,2,4,16.0,True,True,0.42916965,0.000633985,0.2707074,True,0.0,1
15750.0,False,True,False,False,0,45000.0,2164.95,Relative,Govt Job,2.0,M,False,CL,Home,0.010643,13066,1620,1436,4223,True,True,False,Security,2,2,3,16.0,True,True,0.15592855,0.5740116,0.53707,True,1.0,0
15750.0,True,True,True,True,2,144259.66,4230.9,Relative,Service,1.0,M,False,CL,Home,0.018634,13232,3160,488,4222,True,False,False,High skill tech,4,2,6,11.0,True,True,0.51019335,0.7395977,0.44717857,True,2.0,0
15750.0,True,False,False,True,0,27000.0,1350.0,Partner,Service,1.0,M,False,RL,Home,0.019101,18789,687,7797,2330,True,False,False,Security,2,2,2,9.0,True,True,0.57209575,0.6216853,0.5478105,True,0.0,0
22500.0,False,False,True,True,0,107820.0,3165.3,Relative,Service,2.0,M,False,CL,Home,0.010643,17472,1604,6460,1006,True,False,False,Accountants,2,2,0,11.0,True,True,0.4936166,0.018339315,0.4614824,True,6.0,0
5400.0,False,False,True,False,0,18450.0,539.1,Alone,Service,1.0,D,False,CL,Home,0.018634,18233,1225,1000,1784,True,True,True,Core,1,2,3,8.0,True,True,0.4939083,0.7263358,0.3409064,True,1.0,0
27000.0,True,True,True,True,0,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Municipal,0.007274,14846,325,1613,848,True,False,False,Core,2,2,5,12.0,True,True,0.6744978,0.38170823,0.57620883,True,1.0,0
13500.0,True,True,True,False,2,45450.0,1923.75,Alone,Service,2.0,M,False,CL,Home,0.025164,12235,2797,2446,4044,True,False,False,Accountants,4,2,1,10.0,True,True,0.52693945,0.6206562,0.6479769,True,4.0,0
15750.0,False,True,False,True,0,34380.0,1615.5,Alone,Service,1.0,S,False,CL,Home,0.0228,10989,1835,1105,2829,True,False,False,Laborers,1,2,0,10.0,True,True,0.24534965,0.5954387,0.17352743,True,3.0,0
33750.0,True,False,True,False,0,128835.0,4156.2,Alone,Commercial,2.0,M,False,CL,Home,0.072508,13758,551,3087,5605,True,False,True,Laborers,2,1,2,17.0,True,True,0.6110059,0.6321087,0.51369375,True,2.0,0
26100.0,True,False,True,True,1,67500.0,5332.95,Alone,Commercial,1.0,S,False,CL,Home,0.005313,16334,1804,26,1814,True,False,False,Managers,2,2,2,12.0,True,True,0.4229337,0.6308263,0.3556387,True,1.0,0
24750.0,False,False,True,False,0,52649.1,3233.7,Relative,Service,1.0,M,False,CL,Municipal,0.04622,18250,1637,1215,1794,True,False,True,Laborers,2,1,6,15.0,True,True,0.8303935,0.74508095,0.6380435,True,4.0,0
27000.0,False,False,False,False,0,45000.0,2188.8,Alone,nan,1.0,M,False,CL,Home,0.028663,19982,953,1808,1813,True,True,False,Laborers,2,2,2,16.0,True,True,0.36517337,0.51216877,0.22888342,True,4.0,0
45000.0,True,True,False,True,1,100287.0,4261.95,Alone,Commercial,2.0,S,False,CL,Home,0.018801,15131,1482,180,887,True,False,False,Managers,2,2,3,10.0,True,True,0.28041312,0.5372389,0.45969045,True,0.0,0
5850.0,False,True,True,True,0,45000.0,2310.75,Alone,Service,1.0,S,False,CL,Home,0.009657,17346,133,280,876,True,False,False,Laborers,1,2,3,16.0,True,True,0.69268984,0.7679041,0.833787,True,1.0,0
12150.0,True,False,True,True,1,50940.0,3719.7,Relative,Commercial,1.0,M,False,CL,Home,0.00963,10291,953,650,1983,True,False,False,Laborers,3,2,4,11.0,True,True,0.31921244,0.20462747,0.4740513,True,3.0,0
9000.0,False,False,False,True,0,78750.0,2315.7,Alone,Service,1.0,D,False,CL,Home,0.018209,19115,3794,7180,2527,True,False,False,Laborers,1,3,2,9.0,True,True,0.40763953,0.5599895,0.832785,True,0.0,0
24750.0,False,False,False,False,0,9000.0,721.35,Alone,Commercial,1.0,D,False,CL,Home,0.019689,16413,2258,7811,4573,True,True,True,Core,1,2,2,17.0,True,True,0.73486114,0.6117198,0.13595104,True,4.0,0
27000.0,True,False,False,True,0,130500.0,4687.2,Alone,Service,1.0,M,False,CL,Home,0.007305,18662,453,1216,2201,True,True,True,Managers,2,3,2,8.0,True,True,0.27204043,0.61083126,0.5208976,True,7.0,1
22500.0,True,False,True,True,0,36489.6,2468.25,Alone,Commercial,1.0,S,False,CL,Home,0.020246,10249,1152,7871,2835,True,False,False,Sales,1,3,5,9.0,True,True,0.27158028,0.43658483,0.16740845,True,3.0,0
22500.0,False,False,True,True,2,81404.1,2380.05,Alone,Service,1.0,M,False,CL,Home,0.015221,11782,954,687,4470,True,True,True,Security,4,2,2,12.0,True,True,0.1524575,0.56262803,0.73098737,True,2.0,0
9000.0,False,False,True,True,0,36000.0,2857.05,Alone,Service,1.0,M,False,CL,Home,0.015221,15449,613,1141,6078,True,False,True,Drivers,2,2,5,9.0,True,True,0.3858548,0.7985419,0.3944954,True,2.0,0
9000.0,True,True,True,True,1,20700.0,2209.5,Alone,Service,2.0,M,False,CL,Home,0.026392,9791,309,31,2181,True,False,False,Accountants,3,2,3,18.0,True,True,0.5627207,0.56396747,0.6127042,True,2.0,0
22500.0,False,False,False,True,1,154602.0,4533.3,Alone,Service,2.0,M,False,CL,Home,0.022625,14586,2466,898,2796,True,False,True,Core,3,2,1,17.0,True,True,0.78461456,0.77623856,0.41184855,True,3.0,0
15750.0,False,False,True,False,0,134550.0,3946.95,Alone,Service,1.0,M,False,CL,Home,0.020713,17438,660,5711,976,True,True,True,Security,2,1,0,9.0,True,True,0.590747,0.7262054,0.46865967,True,3.0,0
35235.0,False,False,False,False,1,54504.0,3548.7,Alone,Commercial,1.0,M,False,CL,Home,0.032561,10702,217,4733,2746,True,False,False,Sales,3,1,3,17.0,True,True,0.46929327,0.66768086,0.45789954,True,0.0,0
18000.0,True,True,True,True,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.04622,8076,748,6408,744,True,False,True,Laborers,3,1,5,10.0,True,True,0.074550785,0.6253197,0.10015182,True,1.0,1
15750.0,True,False,True,False,0,108221.4,3177.0,Alone,Service,2.0,M,False,CL,Family,0.018634,11676,435,4235,2112,True,True,False,Laborers,2,2,2,10.0,True,True,0.3113185,0.61484194,0.4311918,True,4.0,0
13500.0,False,False,False,False,0,54504.0,4306.05,Alone,Service,1.0,M,False,CL,Home,0.005144,11603,1024,11598,2098,True,True,False,Laborers,2,2,1,17.0,True,True,0.1707857,0.18550815,0.47045612,True,0.0,1
22500.0,False,True,True,True,0,112500.0,6007.05,Alone,Service,1.0,M,False,CL,Home,0.026392,18748,2969,7437,2299,True,False,True,High skill tech,2,2,6,10.0,True,True,0.3299475,0.7210538,0.79107493,True,2.0,0
13500.0,True,True,True,True,0,27000.0,1350.0,Relative,Service,2.0,M,False,RL,Home,0.016612,10890,731,10809,2988,True,True,True,Core,2,2,4,19.0,True,True,0.71666956,0.028708356,0.51729655,True,0.0,0
18000.0,False,False,True,False,0,92908.8,3350.25,Alone,Service,2.0,M,False,CL,Home,0.04622,13477,449,3007,4745,True,False,False,Accountants,2,1,0,11.0,True,True,0.7563347,0.7218975,0.7490217,True,1.0,0
20250.0,False,True,True,True,0,121500.0,5147.55,Partner,Service,2.0,M,False,CL,Home,0.00733,12626,778,6342,4760,True,True,False,Accountants,2,2,5,16.0,True,True,0.76042295,0.72064894,0.43296167,True,0.0,0
24750.0,True,False,False,True,0,67500.0,2190.6,Partner,Commercial,1.0,M,False,CL,Family,0.022625,14083,2233,5765,4507,True,False,True,Drivers,2,2,2,10.0,True,True,0.3227593,0.75994235,0.52449644,True,1.0,0
13500.0,False,False,True,True,0,45000.0,2719.35,Alone,Service,1.0,M,False,CL,Home,0.028663,13340,1363,7078,4093,True,False,False,Laborers,2,2,3,15.0,True,True,0.28600445,0.48037487,0.58323795,True,0.0,0
13500.0,True,True,True,False,0,146761.2,6231.15,Alone,Service,1.0,M,False,CL,Home,0.009175,16559,565,10345,90,True,False,False,Laborers,2,2,4,15.0,True,True,0.8919943,0.7650979,0.23143935,True,2.0,0
13500.0,True,True,True,True,1,18000.0,900.0,Alone,Govt Job,2.0,M,False,RL,Home,0.010966,10874,702,9807,3451,True,False,False,Managers,3,2,1,12.0,True,True,0.3464954,0.30587867,0.41359675,True,1.0,0
18000.0,False,False,True,True,1,54000.0,2700.0,Alone,Commercial,1.0,M,False,RL,Home,0.025164,12013,2290,1171,4603,True,False,True,High skill tech,3,2,6,10.0,True,True,0.6968718,0.16318704,0.63970757,True,0.0,0
22050.0,False,False,False,False,1,131926.95,3492.9,Alone,Commercial,2.0,M,False,CL,Home,0.031329,17193,1614,727,753,True,False,False,High skill tech,3,2,5,10.0,True,True,0.46267462,0.7740317,0.2636468,True,0.0,0
15750.0,True,False,False,True,0,97128.0,5187.6,Alone,Service,1.0,M,False,CL,Home,0.010147,9806,1307,9786,2442,True,False,False,Sales,2,2,5,12.0,True,True,0.46832252,0.61086243,0.78260785,True,1.0,0
15750.0,True,True,False,True,1,26955.0,1424.25,Relative,Govt Job,1.0,M,False,CL,Home,0.010032,10946,823,54,267,True,True,False,Security,3,2,2,6.0,True,True,0.32310718,0.54138976,0.31859553,True,0.0,0
18023.4,True,False,True,True,0,99000.0,4249.8,Alone,Commercial,1.0,S,False,CL,Home,0.01885,17239,6289,8131,785,True,True,False,Accountants,1,2,3,16.0,True,True,0.7002539,0.5332516,0.7958031,True,5.0,0
11250.0,True,False,False,False,0,20376.0,2028.15,Alone,Commercial,1.0,M,False,CL,Home,0.035792,14011,318,3560,3586,True,False,False,Sales,2,2,6,12.0,True,True,0.3265541,0.35151824,0.7032033,True,1.0,0
22500.0,True,True,True,True,1,104256.0,3458.7,Relative,Commercial,2.0,M,False,CL,Home,0.026392,14186,2817,2392,3495,True,False,True,Accountants,3,2,3,11.0,True,True,0.7449412,0.59440583,0.4758499,True,0.0,0
24750.0,True,True,False,False,2,25470.0,2886.75,Alone,Commercial,1.0,M,False,CL,Home,0.020713,12594,3102,23,1222,True,False,False,Managers,4,1,0,10.0,True,True,0.5977824,0.5859011,0.42236966,True,2.0,0
20250.0,False,False,False,True,0,62932.5,2679.3,Alone,Service,1.0,M,False,CL,Home,0.00823,15739,593,8214,4162,True,False,True,Drivers,2,2,1,11.0,True,True,0.08746362,0.5446185,0.5226973,True,6.0,0
27000.0,False,True,True,False,2,67500.0,3375.0,Alone,Service,2.0,M,False,RL,Family,0.04622,15493,3277,1310,4766,True,False,False,Core,4,1,5,18.0,True,True,0.33056143,0.76281476,0.5744466,True,2.0,0
38250.0,False,True,True,True,0,86037.75,4405.95,Alone,Commercial,2.0,S,False,CL,Home,0.04622,10952,1181,4714,3536,True,False,False,Core,1,1,5,16.0,True,True,0.4406286,0.70203763,0.45432106,True,1.0,0
7362.45,False,False,False,True,0,16173.0,706.95,Alone,Govt Job,2.0,S,False,CL,Home,0.030755,12111,1286,1271,2709,True,True,True,Core,1,2,2,10.0,True,True,0.47561187,0.39766252,0.6594055,True,0.0,0
13500.0,True,False,True,True,0,26368.65,2620.8,Kids,Service,1.0,S,False,CL,Home,0.022625,11399,833,591,3831,True,False,False,Laborers,1,2,5,13.0,True,True,0.14878681,0.6355497,0.7675231,True,1.0,0
11250.0,True,False,False,True,0,27004.5,2848.5,Alone,Commercial,1.0,M,False,CL,Home,0.032561,18937,165,2367,911,True,False,True,Security,2,1,5,10.0,True,True,0.43707386,0.31425664,0.78260785,True,4.0,0
9000.0,True,False,True,False,2,34882.65,1784.7,Alone,Service,1.0,M,False,CL,Home,0.025164,10106,1016,1485,2789,True,False,False,Laborers,4,2,2,9.0,True,True,0.40316492,0.6210731,0.5513813,True,0.0,0
13500.0,True,False,False,False,1,64008.0,3113.1,Alone,Commercial,2.0,M,False,CL,Home,0.02461,10748,2571,1530,1398,True,False,False,Core,3,2,1,18.0,True,True,0.47497037,0.65912616,0.6817059,True,0.0,0
17550.0,True,False,False,False,0,67500.0,3247.2,Relative,nan,2.0,M,False,CL,Home,0.035792,13093,3019,539,2179,True,True,False,Accountants,2,2,4,18.0,True,True,0.6779794,0.69608957,0.54423475,True,5.0,0
27000.0,True,True,False,True,0,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.005313,14012,1321,7137,4717,True,False,False,Managers,2,2,0,17.0,True,True,0.7450201,0.32692027,0.41184855,True,0.0,0
11250.0,False,False,True,True,1,83538.0,4544.55,Alone,Govt Job,1.0,M,False,CL,Home,0.022625,10757,185,4661,3089,True,False,True,Laborers,3,2,4,17.0,True,True,0.1716889,0.39352158,0.21762852,True,3.0,1
15750.0,False,False,False,False,0,44805.6,2191.95,Alone,Service,1.0,S,False,CL,Family,0.018801,11933,1779,5831,3606,True,False,False,Waiters/barmen,1,2,2,10.0,True,True,0.23425497,0.5129337,0.34905526,True,2.0,0
18000.0,True,True,False,True,1,24876.0,2691.9,Alone,Service,1.0,M,False,CL,Home,0.035792,11536,2179,5193,3935,True,False,False,Laborers,3,2,5,15.0,True,True,0.56905055,0.7812496,0.59197664,True,1.0,1
10350.0,True,True,True,True,2,20739.6,1338.3,Relative,Commercial,1.0,M,False,CL,Home,0.00712,10701,2611,1985,2866,True,False,False,Laborers,4,2,6,9.0,True,True,0.20883214,0.75001246,0.344155,True,0.0,0
18000.0,False,False,True,True,0,98655.3,2897.55,Relative,Service,1.0,D,False,CL,Home,0.011703,19333,1566,9825,2889,True,False,True,Laborers,1,2,1,16.0,True,True,0.56872106,0.7328629,0.5814837,True,1.0,0
25650.0,True,False,False,False,1,28425.6,2630.25,Alone,Commercial,2.0,D,False,CL,Home,0.072508,13393,322,7463,4138,True,True,True,Managers,2,1,1,10.0,True,True,0.70483315,0.74613446,0.47764915,True,1.0,0
9000.0,False,True,True,True,0,45000.0,2110.95,Alone,Service,2.0,M,False,CL,Home,0.01452,11111,3482,4791,2438,True,False,False,Laborers,2,2,5,16.0,True,True,0.45050946,0.57875824,0.5937176,True,2.0,0
13500.0,True,False,True,False,2,15926.4,927.0,Alone,Service,1.0,M,False,CL,Municipal,0.007305,10691,3031,455,356,True,True,False,Managers,4,3,1,8.0,True,True,0.36778593,0.1380973,0.37740424,True,0.0,0
20250.0,False,True,False,True,0,94230.0,3052.8,Alone,Service,1.0,W,False,CL,Home,0.018634,15815,3630,9890,2023,True,False,False,Sales,1,2,2,12.0,True,True,0.48985204,0.497919,0.5388627,True,0.0,0
22500.0,False,True,False,True,1,107820.0,3478.05,Alone,Service,1.0,M,False,CL,Home,0.01885,11652,1462,8897,3610,True,False,False,Managers,3,2,2,17.0,True,True,0.5953848,0.5547889,0.19406782,True,0.0,0
9000.0,False,False,True,True,1,39096.0,1735.2,Alone,Service,1.0,S,False,CL,Home,0.011657,10349,1601,6247,3021,True,True,False,Sales,2,1,5,13.0,True,True,0.47723472,0.6994008,0.51549536,True,1.0,0
21150.0,True,True,True,True,0,81000.0,2690.1,Alone,Commercial,1.0,S,False,CL,Home,0.00963,10504,353,4108,3010,True,False,False,Sales,1,2,3,10.0,True,True,0.48443925,0.51503676,0.7032033,True,0.0,0
9900.0,False,False,False,False,0,26955.0,1628.55,Alone,Service,1.0,M,False,CL,Home,0.00733,19816,11662,8740,3330,True,True,False,Cooking,2,2,1,18.0,True,True,0.6089324,0.17172477,0.60238636,True,4.0,0
13500.0,False,False,True,True,0,27000.0,1804.05,Alone,Service,1.0,M,False,CL,Family,0.00733,11022,639,3703,3702,True,True,True,Cooking,2,2,4,13.0,True,True,0.5394949,0.7684843,0.5478105,True,0.0,0
54000.0,True,False,False,False,0,45450.0,2199.6,Alone,Service,2.0,M,False,CL,Home,0.032561,21670,2459,5736,3960,True,True,True,Managers,2,1,3,19.0,True,True,0.8070412,0.71241915,0.5814837,True,1.0,0
8550.0,False,True,True,True,0,10807.2,716.4,Alone,Service,2.0,M,False,CL,Home,0.00496,11832,2922,5897,3560,True,False,False,Core,2,2,1,15.0,True,True,0.46267024,0.57176435,0.7091891,True,4.0,0
38250.0,False,True,True,True,1,102474.0,5571.9,Alone,Govt Job,2.0,M,False,CL,Home,0.005002,12416,2796,901,4794,True,False,False,Managers,3,3,2,17.0,True,True,0.5182704,0.781201,0.63303167,True,4.0,0
31500.0,False,False,False,True,0,100692.0,4279.05,Alone,Govt Job,1.0,M,False,CL,Home,0.025164,15979,4346,3752,4358,True,False,False,High skill tech,2,2,5,8.0,True,True,0.73690903,0.5092508,0.80274546,True,1.0,0
20250.0,True,False,False,True,2,70172.1,3388.95,Alone,Service,1.0,M,False,CL,Home,0.009657,14349,949,4619,4884,True,False,False,Security,4,2,4,10.0,True,True,0.21441688,0.55308145,0.30314636,True,2.0,0
22500.0,True,True,False,True,1,15926.4,1166.85,Alone,Service,1.0,M,False,CL,Home,0.008019,9892,841,4529,2554,True,False,True,Cooking,3,2,2,14.0,True,True,0.29268214,0.74013215,0.37740424,True,2.0,0
27000.0,True,True,False,False,0,52650.0,4172.85,Alone,Commercial,2.0,M,False,CL,Home,0.0228,13541,326,705,4267,True,False,False,Drivers,2,2,5,7.0,True,True,0.5773393,0.2643538,0.2692858,True,6.0,0
13500.0,False,False,False,False,0,49049.55,2738.7,Alone,Service,1.0,M,False,CL,Home,0.02461,20227,2206,1716,3685,True,False,False,Laborers,2,2,6,11.0,True,True,0.6637406,0.6895791,0.79107493,True,0.0,0
36000.0,True,False,False,False,1,85050.0,3013.2,Alone,Service,2.0,M,False,CL,Family,0.010276,10439,342,4879,2755,True,True,True,Managers,3,2,2,11.0,True,True,0.33883008,0.5072614,0.6212263,True,1.0,0
18000.0,False,True,False,True,0,67500.0,2053.8,Alone,Commercial,1.0,M,False,CL,Home,0.072508,15146,1902,3126,5969,True,True,True,Cooking,2,1,6,16.0,True,True,0.8213053,0.6244535,0.37233368,True,3.0,0
11250.0,False,False,True,False,1,130381.2,3598.2,Alone,Commercial,2.0,M,False,CL,Home,0.02461,14958,1694,3087,2174,True,False,False,Core,3,2,4,17.0,True,True,0.5903516,0.69323236,0.61782616,True,0.0,0
27000.0,True,False,True,True,1,42300.0,1607.4,Alone,Service,2.0,M,False,CL,Home,0.010006,13768,2184,1179,1411,True,False,False,Core,3,2,1,11.0,True,True,0.6788607,0.731091,0.59197664,True,0.0,0
31500.0,True,False,True,True,0,76022.55,3233.7,Alone,Service,2.0,M,False,CL,Home,0.009657,10027,968,3179,1855,True,True,False,Laborers,2,2,4,12.0,True,True,0.44242027,0.62525314,0.52449644,True,2.0,0
36000.0,True,False,False,True,1,192830.4,7970.85,Alone,Commercial,1.0,M,False,CL,Home,0.072508,14177,2402,2153,2181,True,False,False,Sales,3,1,2,11.0,True,True,0.35955474,0.7151933,0.34252888,True,1.0,0
18000.0,False,False,True,True,0,51750.0,3178.8,Alone,Service,1.0,D,False,CL,Home,0.026392,16148,3610,1496,3531,True,True,True,Sales,1,2,1,18.0,True,True,0.71465856,0.6769877,0.8171724,True,1.0,0
11250.0,True,True,False,True,1,57994.2,4233.15,Alone,Service,2.0,M,False,CL,Home,0.031329,10419,2235,2225,587,True,False,True,Sales,3,2,2,11.0,True,True,0.16367616,0.5172813,0.20796417,True,1.0,1
15750.0,False,True,True,True,0,49500.0,2193.3,Alone,Service,1.0,D,False,CL,Home,0.018209,17146,688,521,676,True,False,False,Core,1,3,0,11.0,True,True,0.41284284,0.7505737,0.61782616,True,0.0,0
13050.0,False,True,False,True,0,30522.15,1987.2,Alone,nan,1.0,D,False,CL,Home,0.020246,16289,551,8251,4425,True,False,False,Medicine,1,3,3,12.0,True,True,0.736168,0.3360983,0.6430256,True,1.0,0
16200.0,False,False,True,False,0,90000.0,2488.05,Alone,Commercial,1.0,S,False,CL,Family,0.04622,9584,1736,7140,2251,True,True,False,Laborers,1,1,2,15.0,True,True,0.24630836,0.326622,0.2525987,True,1.0,0
22500.0,False,True,True,True,0,49752.0,4933.8,Relative,Commercial,2.0,M,False,CL,Municipal,0.072508,17862,1325,6159,914,True,False,True,Core,2,1,1,13.0,True,True,0.88387257,0.6989915,0.6127042,True,2.0,0
24750.0,False,True,True,True,0,113374.8,3327.75,Alone,Commercial,1.0,D,False,CL,Home,0.018029,19672,11600,1325,3213,True,False,False,Core,1,3,4,9.0,True,True,0.54032266,0.64951634,0.44896227,True,1.0,0
22500.0,False,False,False,False,0,48519.0,2477.25,Alone,Commercial,2.0,M,False,CL,Home,0.072508,10904,4025,253,3143,True,False,True,Managers,2,1,4,10.0,True,True,0.42903107,0.71457374,0.6722429,True,3.0,0
22500.0,True,False,True,False,0,67500.0,3446.55,Alone,Service,2.0,M,False,CL,Home,0.018801,11874,2485,2291,4069,True,True,True,Managers,2,2,4,13.0,True,True,0.43237758,0.34978053,0.37233368,True,1.0,0
16650.0,False,False,True,True,1,45000.0,2097.9,Alone,Service,2.0,S,False,CL,Home,0.00733,13139,796,425,4283,True,True,True,Accountants,2,2,3,11.0,True,True,0.7302303,0.67799586,0.6430256,True,0.0,0
13500.0,True,False,False,False,2,67500.0,2059.65,Alone,Service,2.0,M,False,CL,Home,0.026392,14412,1456,8448,4852,True,False,False,Laborers,4,2,6,17.0,True,True,0.4356346,0.71752155,0.5298898,True,2.0,0
24750.0,True,False,False,True,0,112500.0,3289.5,Alone,Govt Job,2.0,M,False,CL,Home,0.030755,15043,6038,3976,4377,True,False,False,Laborers,2,2,5,11.0,True,True,0.5745392,0.74163085,0.833787,True,2.0,0
15750.0,True,True,False,False,0,45000.0,2889.0,Alone,Govt Job,1.0,M,False,CL,Home,0.031329,20567,1298,6364,4032,True,True,True,Laborers,2,2,3,11.0,True,True,0.72336245,0.46067786,0.79813725,True,1.0,0
31500.0,True,False,False,False,0,102474.0,5232.15,Alone,Govt Job,2.0,M,False,CL,Home,0.04622,11172,2604,1585,3781,True,False,False,Core,2,1,6,17.0,True,True,0.62207925,0.50592226,0.16540746,True,2.0,0
16650.0,True,False,True,True,0,28800.0,1961.1,Alone,Service,2.0,M,False,CL,Home,0.026392,9877,501,586,2525,True,False,False,Core,2,2,1,11.0,True,True,0.36648175,0.5290094,0.42413032,True,3.0,0
31500.0,True,True,True,True,1,78036.3,3319.2,Alone,Commercial,2.0,M,False,CL,Home,0.022625,11831,836,2221,2537,True,True,False,Accountants,3,2,5,16.0,True,True,0.7322004,0.62068194,0.79813725,True,2.0,0
13500.0,True,True,False,True,0,23985.0,2385.0,Alone,Service,1.0,M,False,CL,Home,0.006629,13595,2721,1331,5467,True,False,False,Accountants,2,2,2,8.0,True,True,0.5093451,0.6502179,0.69409263,True,4.0,0
13500.0,False,False,False,False,0,94230.0,2754.9,Alone,Service,1.0,D,False,CL,Home,0.072508,21245,1927,15276,4053,True,False,True,Low-skill Laborers,1,1,2,18.0,True,True,0.68260115,0.68607163,0.8160924,True,0.0,0
29250.0,False,False,False,True,0,44829.9,2722.05,Alone,Service,1.0,M,False,CL,Municipal,0.04622,16048,3291,8451,4109,True,False,True,Laborers,2,1,4,18.0,True,True,0.75295997,0.7015297,0.66745776,True,3.0,0
40500.0,True,True,False,False,0,22500.0,1790.55,Alone,Commercial,1.0,M,False,CL,Home,0.018209,15726,6773,516,4068,True,False,True,Managers,2,3,1,15.0,True,True,0.6053185,0.5980172,0.18195911,True,6.0,0
22500.0,False,False,True,False,1,42089.4,2296.35,Alone,Service,1.0,M,False,CL,Home,0.01885,9561,1124,9526,2145,True,False,False,Laborers,3,2,1,10.0,True,True,0.27411094,0.5976282,0.35233998,True,1.0,0
21085.65,True,False,False,False,0,112950.0,4071.6,Alone,Commercial,2.0,M,False,CL,Home,0.04622,14011,2388,6600,2449,True,True,True,Sales,2,1,2,16.0,True,True,0.64203864,0.7181505,0.81391746,True,0.0,0
12600.0,False,False,True,True,0,90000.0,2644.65,Alone,Service,1.0,S,False,CL,Home,0.0228,15297,226,9267,4584,True,False,True,Sales,1,2,1,8.0,True,True,0.38959002,0.7182302,0.28371188,True,4.0,0
18000.0,True,False,True,True,0,54504.0,4319.1,Alone,Commercial,1.0,S,False,CL,Family,0.011703,10260,1782,10260,2951,True,False,False,Security,1,2,1,17.0,True,True,0.3441872,0.24616022,0.7713616,True,1.0,1
13500.0,False,False,False,True,0,7650.0,907.65,Alone,Commercial,2.0,M,False,CL,Home,0.018029,9012,666,8980,1675,True,True,True,Core,2,3,4,11.0,True,True,0.3107805,0.12449719,0.32331124,True,1.0,0
22500.0,True,True,True,True,0,22936.5,2483.1,Alone,Commercial,2.0,M,False,CL,Home,0.016612,19336,1778,4946,2882,True,False,False,Managers,2,2,2,16.0,True,True,0.7776879,0.54814136,0.62461466,True,0.0,0
18000.0,True,False,False,True,0,97671.15,3632.4,Alone,Service,2.0,M,False,CL,Home,0.009175,17033,1534,8728,585,True,False,False,Sales,2,2,1,12.0,True,True,0.8979908,0.7492696,0.37910047,True,2.0,0
20250.0,False,False,False,True,0,135450.0,5602.95,Alone,Service,1.0,M,False,CL,Home,0.01452,18553,11894,8408,2080,True,True,True,Laborers,2,2,4,9.0,True,True,0.84283376,0.46376532,0.47764915,True,0.0,0
18000.0,False,False,False,True,0,42786.9,4244.85,Alone,Service,1.0,M,False,CL,Home,0.018029,13914,678,6497,4427,True,False,True,Laborers,2,2,4,4.0,True,True,0.30248353,0.5295161,0.6754133,True,3.0,0
18000.0,False,False,False,True,2,25470.0,2687.4,Alone,Govt Job,2.0,M,False,CL,Home,0.018029,11816,2373,6,1356,True,False,False,High skill tech,4,3,2,5.0,True,True,0.21768065,0.46522307,0.29708663,True,0.0,0
15750.0,False,False,False,True,0,82482.3,2424.6,Relative,Service,1.0,S,False,CL,Home,0.018634,22053,817,9949,5066,True,True,False,Laborers,1,2,4,11.0,True,True,0.63295895,0.61438096,0.46686402,True,1.0,0
9000.0,True,True,False,True,2,18000.0,900.0,Alone,Service,1.0,M,False,RL,Rental,0.010032,13047,261,7065,4526,True,False,False,Accountants,4,2,5,3.0,True,True,0.4593141,0.4338113,0.8193177,True,0.0,0
20250.0,True,False,True,True,0,98678.25,3913.2,Alone,Service,2.0,M,False,CL,Home,0.032561,18206,5080,2670,951,True,False,False,Private service,2,1,5,16.0,True,True,0.6568029,0.7992621,0.79813725,True,1.0,0
20250.0,False,True,True,True,0,67500.0,2628.45,Alone,Service,2.0,M,False,CL,Home,0.026392,15704,1266,185,4122,True,False,False,High skill tech,2,2,4,12.0,True,True,0.81237996,0.62881756,0.68326885,True,2.0,0
22500.0,True,True,True,True,2,9000.0,1015.2,Relative,Service,1.0,M,False,CL,Home,0.031329,11944,4531,610,4176,True,False,False,Laborers,4,2,6,14.0,True,True,0.43074903,0.4340208,0.77008706,True,1.0,0
15300.0,True,True,False,True,0,35580.6,3066.75,Alone,Service,2.0,D,False,CL,Family,0.006671,20013,7640,6126,3409,True,False,False,Managers,1,2,3,12.0,True,True,0.11717356,0.7729359,0.6058363,True,5.0,0
22500.0,False,False,False,False,1,54000.0,3303.45,Alone,Service,2.0,M,False,CL,Family,0.028663,10053,1380,300,1808,True,False,False,Core,3,2,4,8.0,True,True,0.7016732,0.5841651,0.5460232,True,3.0,0
15750.0,True,False,False,False,0,107820.0,2857.05,Alone,Commercial,2.0,M,False,CL,Home,0.01885,13408,862,7318,4474,True,False,True,Drivers,2,2,2,17.0,True,True,0.5115584,0.6623614,0.73801965,True,1.0,0
31500.0,False,False,True,True,0,46901.7,2394.45,Alone,Commercial,2.0,M,False,CL,Home,0.04622,16627,1304,9216,172,True,False,True,Drivers,2,1,1,11.0,True,True,0.3403367,0.6680107,0.25533178,True,1.0,0
9450.0,True,False,True,True,0,20700.0,793.35,Alone,Commercial,1.0,M,False,CL,Home,0.00702,20934,4371,4186,4341,True,False,False,Managers,2,2,5,11.0,True,True,0.6750119,0.7334233,0.49927202,True,1.0,0
18000.0,False,False,False,True,0,94230.0,3664.35,Alone,Govt Job,2.0,S,False,CL,Home,0.032561,11694,550,2813,4145,True,False,False,Core,1,1,3,18.0,True,True,0.49294052,0.80019724,0.7267112,True,1.0,0
11713.05,True,True,False,False,0,13500.0,675.0,Alone,Service,1.0,S,False,RL,Family,0.031329,9224,356,168,1122,True,True,False,Core,1,2,5,12.0,True,True,0.34036052,0.608328,0.29859498,True,0.0,1
27000.0,False,True,False,True,2,59977.8,2898.45,Alone,Service,1.0,M,False,CL,Home,0.020246,10905,1873,882,3377,True,False,False,Laborers,4,3,5,8.0,True,True,0.22904585,0.18031201,0.60238636,True,2.0,0
31500.0,True,True,True,True,0,104978.25,5606.1,Alone,Commercial,1.0,M,False,CL,Home,0.072508,16566,471,2938,110,True,False,False,Managers,2,1,2,18.0,True,True,0.54873234,0.73114264,0.7032033,True,2.0,0
11250.0,False,True,False,True,0,80865.0,2621.7,Relative,Service,1.0,M,False,CL,Home,0.007305,12413,2102,6540,2668,True,True,True,Sales,2,3,3,9.0,True,True,0.4447438,0.6040317,0.47944897,True,2.0,0
27000.0,True,False,True,False,1,197107.2,6864.3,Alone,Service,1.0,M,False,CL,Family,0.020246,14252,1296,4337,4956,True,True,True,Private service,3,3,4,17.0,True,True,0.6991209,0.49669445,0.3376727,True,3.0,0
18000.0,False,True,True,True,0,81979.2,4198.5,Alone,Commercial,1.0,M,False,CL,Home,0.006233,11815,300,302,3816,True,False,False,Laborers,2,2,6,12.0,True,True,0.15875179,0.62238455,0.30927536,True,3.0,0
13500.0,True,False,True,True,0,54504.0,3561.75,Alone,Service,2.0,S,False,CL,Home,0.035792,10917,696,5045,3565,True,False,False,Managers,1,2,4,16.0,True,True,0.22920978,0.65074986,0.5208976,True,0.0,0
15750.0,True,False,False,True,0,45034.65,2456.1,Alone,Commercial,1.0,M,False,CL,Home,0.011703,13452,831,213,4403,True,False,False,High skill tech,2,2,4,13.0,True,True,0.2630902,0.44745204,0.6577838,True,1.0,0
7200.0,False,False,True,True,0,27363.6,1527.75,Alone,nan,2.0,M,False,CL,Home,0.00712,16591,8469,6452,126,True,True,True,Core,2,2,3,9.0,True,True,0.54179114,0.6693769,0.5585066,True,3.0,0
14400.0,False,False,True,True,0,107820.0,3165.3,Alone,Commercial,1.0,W,False,CL,Home,0.02461,20742,4060,10394,4273,True,False,True,Laborers,1,2,1,17.0,True,True,0.79347265,0.73826885,0.7136314,True,0.0,0
13500.0,False,True,False,True,2,140236.66,4113.45,Alone,Commercial,2.0,D,False,CL,Home,0.030755,16816,7548,7671,348,True,False,True,High skill tech,3,2,4,17.0,True,True,0.75591743,0.5306164,0.5100895,True,1.0,0
31500.0,True,True,False,True,0,54504.0,2553.75,Relative,Service,2.0,S,False,CL,Home,0.025164,20793,6554,110,4351,True,False,False,Accountants,1,2,2,15.0,True,True,0.7001203,0.47469538,0.2608559,True,3.0,0
15750.0,True,False,False,True,0,49500.0,2475.0,Alone,Service,2.0,M,False,RL,Home,0.01885,18325,9156,8644,1866,True,False,False,Managers,2,2,2,10.0,True,True,0.8319749,0.6492773,0.5190973,True,0.0,0
17100.0,False,False,True,False,1,36000.0,1876.95,Alone,Service,2.0,M,False,CL,Home,0.005002,15369,1070,123,575,True,False,False,Managers,3,3,4,11.0,True,True,0.53943115,0.55237865,0.2940831,True,0.0,0
15750.0,False,False,True,False,0,78192.0,2596.95,Alone,Service,2.0,D,False,CL,Municipal,0.008866,15965,212,6597,3881,True,False,False,Managers,1,2,5,13.0,True,True,0.8238262,0.08516138,0.18848954,True,1.0,0
20250.0,True,False,False,True,0,28887.3,2106.45,Alone,Commercial,1.0,S,False,CL,Home,0.025164,9343,1457,9179,886,True,False,False,Waiters/barmen,1,2,0,14.0,True,True,0.18219085,0.25929493,0.36061257,True,5.0,0
18000.0,False,True,False,True,1,14595.75,1584.9,Alone,Service,2.0,M,False,CL,Family,0.010006,10524,2313,715,2982,True,False,False,Laborers,3,1,4,13.0,True,True,0.23497562,0.54371804,0.5460232,True,4.0,0
15750.0,False,False,False,False,2,59256.0,2758.95,Alone,Service,1.0,M,False,CL,Home,0.025164,12462,2815,8267,2232,True,False,False,Laborers,4,2,1,15.0,True,True,0.47719282,0.6038434,0.6986675,True,5.0,0
15750.0,False,True,True,True,0,15127.2,748.8,Alone,Service,1.0,M,False,CL,Home,0.00702,11054,550,4906,2417,True,False,False,Sales,2,2,0,17.0,True,True,0.27938867,0.42734542,0.13510601,True,5.0,0
54000.0,False,False,True,False,0,28440.0,2259.9,Alone,Service,1.0,M,False,CL,Home,0.031329,11865,3211,2397,1610,True,False,False,Managers,2,2,4,14.0,True,True,0.45632347,0.47925055,0.29558265,True,3.0,1
12600.0,True,True,True,False,0,54504.0,1970.55,Alone,Service,2.0,M,False,CL,Home,0.006207,15814,7616,9794,3935,True,False,False,Laborers,2,2,5,13.0,True,True,0.7307958,0.24207276,0.4830502,True,1.0,0
27000.0,False,False,False,True,0,63000.0,3150.0,Alone,Commercial,2.0,M,False,RL,Home,0.072508,13637,2941,485,2361,True,False,False,Sales,2,1,4,10.0,True,True,0.52997917,0.7609104,0.11319635,True,1.0,0
11250.0,True,True,True,True,0,30150.0,1463.4,Alone,Service,2.0,D,False,CL,Home,0.020713,18431,5238,7506,1936,True,False,False,Core,1,2,0,11.0,True,True,0.82779324,0.5149221,0.824595,True,0.0,0
13500.0,False,True,True,True,0,83538.0,4032.0,Alone,Service,1.0,S,False,CL,Home,0.006305,8323,139,1277,899,True,False,False,Security,1,3,0,3.0,True,True,0.11039482,0.48579177,0.49927202,True,1.0,0
15750.0,False,False,True,True,0,18000.0,900.0,Alone,Govt Job,2.0,S,False,RL,Home,0.007305,8582,1253,16,898,True,False,False,Core,1,3,5,9.0,True,True,0.27585563,0.1108,0.24186149,True,2.0,0
31500.0,True,False,True,False,0,31276.8,2520.45,Alone,Service,2.0,M,False,CL,Home,0.010556,15698,4544,1911,4428,True,False,False,Accountants,2,3,2,11.0,True,True,0.80231637,0.57046276,0.23143935,True,1.0,0
18000.0,True,True,False,True,0,72979.2,3972.15,Alone,Service,1.0,S,False,CL,Home,0.010147,12082,972,9286,3414,True,False,True,Drivers,1,2,2,13.0,True,True,0.28376603,0.20786366,0.5954562,True,0.0,0
29250.0,False,False,False,False,0,157685.84,4793.85,Alone,Govt Job,1.0,M,False,CL,Home,0.00702,11365,2745,163,3287,True,True,True,Core,2,2,5,15.0,True,True,0.11153543,0.45749572,0.5602843,True,1.0,0
18000.0,False,True,False,True,1,67500.0,4911.75,Alone,Commercial,1.0,M,False,CL,Home,0.04622,15112,1441,8954,4426,True,True,False,Laborers,3,1,6,12.0,True,True,0.478986,0.7529976,0.508287,True,1.0,0
25650.0,False,True,True,True,2,121500.0,4364.1,Alone,Service,2.0,M,False,CL,Home,0.018801,12836,395,6913,2252,True,False,False,Accountants,4,2,4,9.0,True,True,0.35641187,0.45420864,0.21640296,True,2.0,0
15750.0,True,False,False,False,2,32301.45,1566.9,Alone,Service,1.0,M,False,CL,Home,0.025164,15059,1639,7545,4523,True,False,False,Laborers,4,2,2,13.0,True,True,0.7886352,0.50632674,0.61782616,True,2.0,0
22500.0,False,False,False,False,2,133988.4,3930.75,Alone,Commercial,2.0,M,False,CL,Municipal,0.018029,10612,2020,605,1506,True,False,False,Accountants,4,3,5,5.0,True,True,0.24514513,0.64096206,0.4758499,True,0.0,1
22500.0,False,False,False,False,1,54449.1,1769.4,Alone,nan,1.0,M,False,CL,Home,0.04622,15688,1036,4576,3773,True,True,False,High skill tech,3,1,2,12.0,True,True,0.4781853,0.62849087,0.2032521,True,1.0,0
38250.0,False,False,False,True,0,79639.65,4079.25,Alone,Commercial,1.0,M,False,CL,Home,0.019689,13960,1289,292,1177,True,False,True,Sales,2,2,2,12.0,True,True,0.4502403,0.4696161,0.36227724,True,3.0,0
18000.0,True,False,True,False,0,112500.0,3289.5,Alone,Commercial,1.0,M,False,CL,Home,0.011657,17589,1690,334,1133,True,True,True,Managers,2,1,5,15.0,True,True,0.7284102,0.3171336,0.3409064,True,1.0,0
18000.0,True,False,False,False,0,32702.4,1738.8,Alone,Commercial,1.0,S,False,CL,Home,0.011703,17737,8821,16906,1275,True,False,False,Core,1,2,3,11.0,True,True,0.74368453,0.72109777,0.4740513,True,0.0,0
13500.0,False,False,False,True,2,15357.6,1213.2,Relative,Service,2.0,M,False,CL,Family,0.020713,11719,967,2184,2254,True,False,False,Sales,4,2,5,12.0,True,True,0.2013151,0.5695784,0.054583993,True,4.0,0
27000.0,False,False,True,True,0,32702.4,1537.2,Alone,Service,2.0,M,False,CL,Home,0.072508,18590,226,2432,2137,True,False,False,High skill tech,2,1,5,14.0,True,True,0.8673193,0.7055115,0.41534716,True,1.0,0
16650.0,False,False,True,False,0,90000.0,3245.85,Alone,Govt Job,1.0,M,False,CL,Municipal,0.022625,17488,8784,8804,1025,True,True,True,High skill tech,2,2,6,19.0,True,True,0.5884263,0.50337493,0.41359675,True,2.0,0
38250.0,True,False,False,False,0,96750.0,3836.7,Alone,Commercial,2.0,M,False,CL,Home,0.035792,15257,3787,505,2294,True,False,True,Core,2,2,6,6.0,True,True,0.68322515,0.6948437,0.32965505,True,6.0,0
13500.0,True,True,False,True,0,50849.55,2167.2,Alone,Service,1.0,S,False,CL,Home,0.025164,11032,3388,128,3584,True,False,False,Laborers,1,2,4,14.0,True,True,0.3315363,0.14215739,0.62630427,True,4.0,0
27000.0,True,True,True,True,0,124594.65,5292.0,Alone,Service,2.0,M,False,CL,Home,0.025164,22418,6815,10909,4199,True,False,False,High skill tech,2,2,1,10.0,True,True,0.6841829,0.7181505,0.22009465,True,3.0,0
22500.0,False,False,False,True,1,74303.1,4162.05,Alone,Service,2.0,M,False,CL,Home,0.025164,12991,3076,1985,4704,True,False,False,Core,3,2,2,9.0,True,True,0.5993733,0.67029095,0.7463002,True,0.0,0
13500.0,False,False,False,True,0,21150.0,1426.5,Alone,Service,1.0,S,False,CL,Home,0.018209,10116,1760,3968,2744,True,False,True,Sales,1,3,4,6.0,True,True,0.28026155,0.014338514,0.5208976,True,2.0,0
13500.0,False,False,False,False,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Municipal,0.008019,13878,4248,676,813,True,False,False,Laborers,3,2,6,10.0,True,True,0.23245694,0.3707318,0.5100895,True,0.0,0
22500.0,False,True,True,False,1,80865.0,3146.4,Alone,Commercial,1.0,M,False,CL,Family,0.035792,15428,984,7022,4285,True,False,True,Core,3,2,4,12.0,True,True,0.65997195,0.6491578,0.2580842,True,5.0,0
9000.0,False,False,False,True,2,45450.0,2550.6,Kids,Service,1.0,M,False,CL,Home,0.030755,12439,3179,2522,3319,True,False,False,Sales,4,2,0,11.0,True,True,0.54830986,0.5529896,0.6594055,True,4.0,0
11250.0,False,True,True,True,1,18846.0,842.85,Alone,Service,1.0,M,False,CL,Home,0.007305,14370,2131,6801,4121,True,False,False,Secretaries,3,3,6,7.0,True,True,0.5137205,0.57128775,0.6109913,True,0.0,0
20250.0,True,False,True,True,0,29008.8,1866.6,Others,Service,2.0,M,False,CL,Home,0.011657,19385,6675,6858,2937,True,False,True,Laborers,2,1,0,13.0,True,True,0.7641741,0.74783725,0.75971216,True,2.0,0
29250.0,True,True,False,True,1,105644.7,3101.85,Alone,Service,1.0,M,False,CL,Home,0.035792,16565,780,8117,105,True,False,False,Cooking,3,2,2,14.0,True,True,0.6895442,0.6577196,0.3062023,True,1.0,0
54000.0,True,True,True,False,0,18000.0,900.0,Alone,Govt Job,1.0,M,False,RL,Home,0.010032,12116,4752,6136,4332,True,False,False,Core,2,2,2,4.0,True,True,0.29109994,0.3051595,0.3556387,True,1.0,0
51750.0,False,False,False,True,1,22500.0,2683.35,Alone,Commercial,2.0,M,False,CL,Home,0.028663,13961,5252,2721,4644,True,False,False,Managers,3,2,2,11.0,True,True,0.73867893,0.69615895,0.48845518,True,2.0,0
9900.0,False,False,True,True,0,8888.4,659.7,Alone,Service,1.0,M,False,CL,Home,0.031329,15250,517,7618,4185,True,False,False,Cooking,2,2,4,10.0,True,True,0.48210382,0.029898742,0.17560598,True,5.0,1
12150.0,False,False,False,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Rental,0.011703,7850,704,7850,530,True,False,False,Core,2,2,3,17.0,True,True,0.16219808,0.47183895,0.13937578,True,0.0,0
11250.0,False,True,False,True,0,90000.0,2631.6,Relative,Service,1.0,M,False,CL,Home,0.019689,14628,1283,2908,5053,True,True,True,High skill tech,2,2,4,13.0,True,True,0.32983026,0.51963437,0.5513813,True,0.0,0
15750.0,False,False,False,True,0,45000.0,1680.75,Alone,Service,2.0,M,False,CL,Home,0.022625,17967,3601,62,1509,True,False,False,Managers,2,2,2,16.0,True,True,0.88543755,0.6501831,0.3842068,True,0.0,0
15750.0,True,True,True,False,0,7641.0,755.55,Alone,Service,2.0,S,False,CL,Rental,0.026392,11890,1465,3096,4444,True,True,False,Core,1,2,4,15.0,True,True,0.6641232,0.5318961,0.5460232,True,3.0,0
7650.0,True,False,True,True,0,31405.5,1468.35,Alone,Service,1.0,S,False,CL,Home,0.010147,9004,1378,8177,1661,True,False,False,Low-skill Laborers,1,2,6,14.0,True,True,0.06254234,0.5288514,0.35729328,True,3.0,0
15300.0,True,False,True,True,0,11250.0,883.35,Alone,Service,2.0,D,False,CL,Home,0.019101,12506,3677,6455,4681,True,False,False,Core,1,2,4,15.0,True,True,0.210843,0.6936972,0.735221,True,1.0,0
18000.0,False,False,False,True,0,86037.75,4405.95,Alone,nan,1.0,M,False,CL,Municipal,0.005002,19173,5180,8529,2596,True,False,False,Medicine,2,3,4,10.0,True,True,0.034061853,0.30711508,0.44183582,True,3.0,0
12600.0,True,False,True,False,0,22500.0,2538.45,Alone,Service,2.0,M,False,CL,Home,0.028663,11588,547,5062,3777,True,True,False,Laborers,2,2,3,11.0,True,True,0.22304279,0.64786184,0.6446794,True,1.0,0
58500.0,True,False,True,True,0,49752.0,5626.35,Alone,Commercial,2.0,M,False,CL,Home,0.072508,18717,789,3938,2279,True,False,True,Managers,2,1,2,13.0,True,True,0.45572266,0.72004104,0.5460232,True,1.0,0
7200.0,False,False,False,False,1,81404.1,2897.1,Alone,Service,2.0,M,False,CL,Family,0.009175,10581,388,4237,2415,True,False,False,Sales,3,2,1,18.0,True,True,0.18667816,0.5991469,0.6109913,True,4.0,0
15750.0,True,False,True,True,1,22500.0,861.3,Alone,Service,2.0,M,False,CL,Home,0.011657,13817,231,3155,4213,True,True,True,Drivers,3,1,3,12.0,True,True,0.17855278,0.77960455,0.24318647,True,2.0,0
90000.0,True,True,True,True,0,187128.0,18057.6,Alone,Commercial,2.0,S,False,CL,Home,0.0228,16886,2676,4779,442,True,False,False,Managers,1,2,4,9.0,True,True,0.5164428,0.5761224,0.47225335,True,2.0,0
22500.0,True,False,True,True,1,27000.0,2877.75,Alone,Commercial,2.0,M,False,CL,Home,0.018209,10644,1110,4840,2948,True,True,True,Laborers,3,3,5,14.0,True,True,0.34746882,0.5686668,0.44361532,True,0.0,1
15750.0,False,True,False,False,0,45000.0,2297.7,Alone,Service,1.0,M,False,CL,Home,0.01885,11043,409,8529,2892,True,False,False,Laborers,2,2,4,11.0,True,True,0.2621983,0.53157485,0.37910047,True,2.0,0
27000.0,False,True,False,True,1,54000.0,2700.0,Alone,Service,2.0,M,False,RL,Home,0.009175,14577,3342,4499,3955,True,True,True,Managers,3,2,3,11.0,True,True,0.326731,0.7654711,0.23143935,True,9.0,0
18000.0,False,False,False,True,1,27000.0,1350.0,Alone,Service,1.0,S,False,RL,Home,0.010032,14700,2050,7049,4170,True,False,True,Laborers,2,2,2,10.0,True,True,0.52633345,0.26806584,0.5549468,True,2.0,0
15750.0,True,False,True,True,0,33750.0,1687.5,Alone,Govt Job,2.0,M,False,RL,Home,0.011703,16075,4199,4047,4242,True,False,False,Core,2,2,5,9.0,True,True,0.81960994,0.74358284,0.35729328,True,3.0,0
5400.0,False,True,True,True,3,22690.8,1116.45,Alone,Service,1.0,M,False,CL,Home,0.010966,13006,179,1326,4269,True,False,False,Laborers,5,2,1,9.0,True,True,0.5623444,0.6635048,0.48124933,True,5.0,0
14400.0,False,True,True,True,0,29628.0,2353.95,Relative,nan,1.0,S,False,CL,Family,0.01885,9794,593,3817,2437,True,False,False,Core,1,2,5,16.0,True,True,0.19521181,0.52892226,0.31081825,True,0.0,0
31500.0,False,False,False,False,0,63000.0,2465.1,Alone,Commercial,1.0,M,False,CL,Home,0.072508,16616,1699,612,152,True,False,False,Managers,2,1,5,18.0,True,True,0.5732076,0.72266513,0.29859498,True,0.0,0
9900.0,False,True,False,True,2,10782.0,877.5,Alone,Service,1.0,M,False,CL,Home,0.007114,12017,1083,2671,5,True,True,True,Sales,4,2,2,12.0,True,True,0.4599925,0.26631036,0.5208976,True,1.0,0
22500.0,True,False,False,True,0,192830.4,7970.85,Alone,Service,1.0,M,False,CL,Home,0.020713,16750,589,6471,291,True,False,False,Accountants,2,3,1,7.0,True,True,0.5564424,0.5152225,0.51729655,True,0.0,0
20250.0,True,True,True,True,0,54504.0,2553.75,Alone,Service,2.0,M,False,CL,Home,0.009657,10550,1435,4610,3227,True,False,True,Managers,2,2,3,10.0,True,True,0.14444058,0.13723026,0.1634257,True,1.0,1
6750.0,False,False,True,False,0,39801.6,2235.15,Alone,Service,1.0,M,False,CL,Home,0.022625,19391,3253,284,2919,True,False,True,Laborers,2,2,2,14.0,True,True,0.64020616,0.7828263,0.7463002,True,0.0,0
20250.0,False,True,False,False,0,168726.6,6252.75,Alone,Service,1.0,M,False,CL,Home,0.04622,19875,1727,6337,3397,True,True,True,High skill tech,2,1,3,15.0,True,True,0.8789382,0.74739575,0.6817059,True,4.0,0
11250.0,True,True,True,True,1,120695.4,3541.95,Alone,Service,2.0,M,False,CL,Home,0.020246,15837,60,3527,4461,True,False,False,Medicine,3,3,5,6.0,True,True,0.36498895,0.1812155,0.5064842,True,1.0,0
20250.0,False,True,False,True,0,63000.0,2275.65,Alone,Service,1.0,M,False,CL,Home,0.01452,23407,781,5226,4284,True,False,False,High skill tech,2,2,2,15.0,True,True,0.6926108,0.6504914,0.3077367,True,2.0,0
36000.0,False,True,True,False,0,68850.0,2929.95,Others,Service,1.0,D,False,CL,Municipal,0.008866,22450,14797,2852,4947,True,False,False,Accountants,1,2,1,18.0,True,True,0.7094662,0.40412778,0.37064964,True,3.0,0
11250.0,False,True,True,True,0,45450.0,2320.65,Alone,Service,1.0,M,False,CL,Home,0.031329,14114,1335,4004,4843,True,False,False,Sales,2,2,5,11.0,True,True,0.5378825,0.63998014,0.63970757,True,2.0,0
6750.0,False,False,True,True,10,9265.5,530.1,Alone,Commercial,2.0,M,False,CL,Home,0.01885,11458,742,5278,1186,True,False,False,Core,12,2,5,10.0,True,True,0.6866454,0.6403882,0.63970757,True,2.0,0
25200.0,False,False,False,True,0,27627.75,1511.55,Alone,Service,1.0,M,False,CL,Home,0.001276,18105,263,6076,1618,True,False,False,Sales,2,2,3,5.0,True,True,0.6520231,0.47308707,0.18738876,True,7.0,1
36900.0,True,True,False,True,0,115767.0,10991.7,Alone,Commercial,2.0,S,False,CL,Home,0.010276,20296,4335,1649,3660,True,False,True,Managers,1,2,0,13.0,True,True,0.7303904,0.5845794,0.3539876,True,1.0,0
18000.0,True,True,True,True,0,36000.0,1764.0,Alone,Service,1.0,M,False,CL,Home,0.010147,11920,1262,5590,1231,True,True,True,Laborers,2,2,5,11.0,True,True,0.5263423,0.13012072,0.060854595,True,1.0,1
20250.0,True,False,True,False,0,50249.7,3656.25,Alone,nan,2.0,S,False,CL,Home,0.072508,9364,1201,3600,1971,True,True,False,Core,1,1,6,11.0,True,True,0.53698814,0.7612444,0.14554282,True,2.0,1
42750.0,True,True,True,False,0,96587.1,3045.6,Relative,Govt Job,1.0,M,False,CL,Home,0.072508,15742,1441,6654,917,True,True,True,Core,2,1,5,15.0,True,True,0.8088955,0.72620106,0.3376727,True,0.0,0
18000.0,False,False,False,True,0,100287.0,3990.15,Alone,Service,1.0,M,False,CL,Home,0.008019,17321,775,9936,842,True,False,False,Laborers,2,2,6,13.0,True,True,0.8948741,0.4922286,0.6801388,True,1.0,0
27000.0,False,False,True,True,0,58761.9,1908.45,Relative,Service,2.0,M,False,CL,Home,0.008019,21334,6000,8854,4539,True,False,False,Accountants,2,2,4,10.0,True,True,0.7917304,0.6728087,0.44717857,True,1.0,0
22500.0,True,True,True,False,2,31852.8,2529.45,Alone,Service,1.0,M,False,CL,Home,0.0228,12293,3596,3586,4214,True,False,True,Managers,4,2,1,9.0,True,True,0.32297188,0.5247958,0.35895124,True,0.0,0
11250.0,True,True,True,False,0,24750.0,709.2,Alone,Commercial,2.0,M,False,CL,Home,0.026392,10559,1183,644,2201,True,False,True,Core,2,2,4,14.0,True,True,0.7735157,0.69490397,0.5531647,True,3.0,0
225000.0,True,False,False,True,0,101250.0,5062.5,Alone,Commercial,2.0,S,False,RL,Home,0.028663,17520,6691,997,1017,True,False,False,Managers,1,2,4,12.0,True,True,0.7335208,0.4719861,0.6690567,True,0.0,0
20250.0,True,False,True,True,0,77029.2,3582.45,Alone,Commercial,2.0,M,False,CL,Home,0.04622,11362,2907,5219,39,True,False,False,Managers,2,1,6,10.0,True,True,0.5231436,0.6974479,0.36896873,True,0.0,0
36000.0,False,True,True,True,0,54000.0,2700.0,Alone,Commercial,2.0,M,False,RL,Home,0.015221,13611,1552,2239,5474,True,True,True,Managers,2,2,1,11.0,True,True,0.6891732,0.6794693,0.3656165,True,2.0,0
13500.0,False,True,False,True,2,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.020246,10939,1849,1052,3189,True,False,True,Laborers,4,3,5,11.0,True,True,0.49973986,0.43519756,0.37233368,True,0.0,0
27000.0,True,False,False,True,0,112500.0,3289.5,Alone,Service,2.0,M,False,CL,Home,0.022625,10403,1410,1784,2967,True,True,False,Managers,2,2,5,16.0,True,True,0.29283956,0.73100936,0.5549468,True,2.0,1
15750.0,False,True,False,True,0,128835.0,3780.0,Partner,Commercial,2.0,M,False,CL,Home,0.010032,15113,3051,225,4067,True,False,True,Core,2,2,5,12.0,True,True,0.51979077,0.55236244,0.4614824,True,1.0,0
24750.0,False,False,False,True,0,107706.15,3487.5,Alone,Service,1.0,M,False,CL,Home,0.016612,18291,794,1243,1834,True,False,False,Private service,2,2,2,15.0,True,True,0.74949247,0.49096063,0.7281413,True,3.0,0
27000.0,True,False,True,True,0,45000.0,2297.7,Alone,Commercial,2.0,M,False,CL,Municipal,0.010643,8903,135,4887,1589,True,False,False,Core,2,2,5,10.0,True,True,0.46786693,0.3626626,0.24054141,True,0.0,0
72000.0,False,True,False,True,0,49500.0,4950.0,Alone,Commercial,2.0,S,False,RL,Home,0.072508,12127,244,441,1014,True,False,True,Managers,1,1,5,18.0,True,True,0.59359694,0.73010975,0.68326885,True,0.0,0
19169.55,False,False,True,False,0,176211.0,4454.55,Alone,Govt Job,1.0,M,False,CL,Home,0.018209,18243,671,5877,1768,True,True,True,Laborers,2,3,4,7.0,True,True,0.4284898,0.39505178,0.000527265,True,5.0,0
13500.0,False,False,False,False,0,45000.0,2719.35,Alone,Service,1.0,M,False,CL,Home,0.003813,10455,2715,577,485,True,False,False,Accountants,2,2,0,13.0,True,True,0.42560244,0.28124654,0.2707074,True,0.0,0
10800.0,False,True,True,False,0,64634.4,1852.2,Alone,Commercial,1.0,S,False,CL,Family,0.019689,9151,1716,8649,1777,True,False,False,Laborers,1,2,2,7.0,True,True,0.19124739,0.50473607,0.08064955,True,0.0,0
13500.0,False,True,False,True,1,27627.75,1859.4,Alone,Service,1.0,M,False,CL,Home,0.018209,12005,1434,2844,4622,True,False,False,Security,3,3,6,8.0,True,True,0.41083655,0.2650518,0.4188543,True,2.0,0
11250.0,True,False,False,False,0,90000.0,4080.15,Alone,Service,2.0,M,False,CL,Home,0.028663,18471,450,7086,2011,True,False,False,Accountants,2,2,3,16.0,True,True,0.6141422,0.7427021,0.5190973,True,0.0,0
20250.0,False,False,True,False,0,80865.0,2330.55,Alone,Govt Job,2.0,M,False,CL,Home,0.011703,9454,317,9394,420,True,False,False,Accountants,2,2,6,12.0,True,True,0.5227444,0.5941211,0.5316861,True,2.0,0
18000.0,True,False,True,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.015221,10889,556,4826,3426,True,False,False,Laborers,2,2,6,11.0,True,True,0.21555962,0.686293,0.66102356,True,0.0,0
9000.0,False,False,True,True,0,53100.0,1628.55,Relative,Govt Job,1.0,M,False,CL,Home,0.026392,16393,7176,7869,4257,True,False,True,Medicine,2,2,4,14.0,True,True,0.60190916,0.5747066,0.7223929,True,2.0,1
22500.0,False,False,True,True,1,55358.1,4386.6,Alone,Service,2.0,M,False,CL,Home,0.010032,10727,1939,1991,3384,True,False,False,Managers,3,2,5,5.0,True,True,0.38144866,0.3433775,0.60927564,True,2.0,0
18000.0,False,False,False,True,0,82749.6,4238.1,Kids,Service,1.0,M,False,CL,Home,0.018634,16254,680,7233,4206,True,False,False,Sales,2,2,4,16.0,True,True,0.735632,0.37885323,0.3217353,True,4.0,0
8100.0,False,False,False,False,1,40878.0,1918.35,Partner,Service,1.0,M,False,CL,Family,0.003069,11834,2063,273,981,True,False,False,Laborers,3,3,5,14.0,True,True,0.4858921,0.71183187,0.66102356,True,3.0,0
15750.0,True,True,True,False,0,45000.0,3849.75,Alone,Service,1.0,M,False,CL,Home,0.026392,14106,368,4361,4723,True,False,True,Sales,2,2,0,15.0,True,True,0.552396,0.6186152,0.2608559,True,5.0,0
19350.0,True,False,True,True,0,18000.0,900.0,Alone,Commercial,1.0,S,False,RL,Home,0.006233,8782,686,8765,1446,True,False,False,Laborers,1,2,6,13.0,True,True,0.38100034,0.6460038,0.17665258,True,1.0,0
20250.0,False,True,False,True,1,73350.0,2144.7,Alone,Service,1.0,M,False,CL,Home,0.035792,13147,892,6271,4074,True,True,False,Cooking,3,2,1,11.0,True,True,0.18807526,0.5250739,0.12140828,True,4.0,0
13500.0,False,True,True,True,0,5094.0,587.7,Alone,Service,1.0,M,False,CL,Home,0.014464,18949,4712,5006,2480,True,False,False,Laborers,2,2,6,5.0,True,True,0.69476706,0.69322306,0.785052,True,4.0,0
45000.0,True,False,False,True,0,75519.0,5659.2,Alone,Service,2.0,M,False,CL,Home,0.008575,11001,2075,7045,927,True,False,True,Managers,2,2,6,15.0,True,True,0.4165138,0.5979594,0.054957394,True,1.0,0
35100.0,False,True,True,True,0,19908.0,1285.2,Alone,Service,1.0,S,False,CL,Home,0.04622,10813,1034,1137,3481,True,False,False,High skill tech,1,1,0,13.0,True,True,0.28557503,0.6921012,0.4365065,True,2.0,0
13500.0,True,False,False,True,2,26585.1,1863.0,Alone,Service,1.0,D,False,CL,Home,0.019689,14874,2407,642,5642,True,False,False,Core,3,2,3,12.0,True,True,0.46577898,0.13689403,0.48845518,True,2.0,0
9900.0,False,True,True,True,2,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.019689,12067,2985,6191,1945,True,True,False,Sales,4,2,1,17.0,True,True,0.46175838,0.34236255,0.40835884,True,0.0,0
10800.0,False,False,True,False,1,7641.0,823.5,Alone,Service,2.0,M,False,CL,Shared,0.011703,10708,867,10708,3208,True,False,True,Laborers,3,2,6,10.0,True,True,0.30600873,0.50809765,0.41184855,True,1.0,0
9000.0,False,True,True,False,0,45000.0,2097.9,Alone,Service,2.0,S,False,CL,Home,0.018634,9557,1960,9542,2192,True,False,False,Sales,1,2,2,12.0,True,True,0.23663062,0.36804736,0.49927202,True,1.0,1
10350.0,False,True,False,True,0,40500.0,1948.05,Alone,Service,1.0,M,False,CL,Home,0.01885,15431,639,8346,4598,True,True,True,Accountants,2,2,3,11.0,True,True,0.43886676,0.54647267,0.28224844,True,1.0,0
31500.0,True,False,False,True,1,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.010006,9165,258,379,1068,True,False,False,Managers,3,1,5,8.0,True,True,0.48985866,0.65241796,0.7091891,True,1.0,0
13500.0,False,True,False,True,0,25470.0,2715.3,Alone,Service,1.0,S,False,CL,Rental,0.005313,8728,1035,7465,1391,True,False,False,Realty agents,1,2,1,12.0,True,True,0.49038,0.6096714,0.7016958,True,2.0,0
9000.0,True,True,True,False,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.010966,10012,1732,9963,2592,True,False,True,Drivers,3,2,5,11.0,True,True,0.2028459,0.24775437,0.083364196,True,4.0,0
18000.0,False,True,True,True,1,29111.4,2682.9,Alone,Service,1.0,S,False,CL,Home,0.007274,12316,2447,680,432,True,False,False,Sales,2,2,2,10.0,True,True,0.6156848,0.38793585,0.23661083,True,5.0,1
40500.0,True,False,False,True,0,52128.0,2136.15,Alone,Commercial,2.0,M,False,CL,Home,0.020713,17740,279,6406,1282,True,False,False,Core,2,2,3,11.0,True,True,0.5862581,0.5310521,0.43296167,True,5.0,0
22500.0,False,False,False,False,0,83538.0,3108.6,Alone,Service,2.0,M,False,CL,Home,0.010032,8675,697,4978,1347,True,False,False,Core,2,2,4,7.0,True,True,0.37816507,0.17442879,0.32965505,True,0.0,0
11250.0,True,False,False,True,2,15638.4,1615.5,Alone,Service,1.0,M,False,CL,Home,0.020713,14644,6800,2247,5083,True,True,True,Medicine,4,3,3,13.0,True,True,0.81337893,0.38635856,0.5549468,True,2.0,0
29250.0,False,False,True,True,1,128079.45,4245.75,Alone,Service,1.0,M,False,CL,Home,0.025164,14982,2948,353,1525,True,False,False,Secretaries,3,2,4,11.0,True,True,0.6726611,0.3951563,0.28224844,True,3.0,0
15750.0,False,False,True,False,0,61048.35,2205.9,Alone,Service,1.0,M,False,CL,Home,0.020246,21571,14643,15541,4763,True,False,True,Medicine,2,3,5,8.0,True,True,0.8608899,0.25288793,0.13595104,True,2.0,0
11250.0,True,False,True,True,1,53766.9,2039.85,Alone,Service,1.0,M,False,CL,Home,0.020246,15479,4611,4877,2051,True,False,False,Sales,3,3,3,12.0,True,True,0.49487168,0.5165223,0.24585122,True,2.0,0
27000.0,True,False,True,True,0,58500.0,2925.0,Alone,Commercial,2.0,M,False,RL,Home,0.026392,15601,1761,578,4652,True,False,False,Managers,2,2,2,15.0,True,True,0.70281917,0.72347957,0.67065173,True,2.0,0
13500.0,False,True,True,False,1,25470.0,2532.15,Alone,Service,1.0,M,False,CL,Home,0.008019,12694,573,1474,4080,True,False,True,Security,3,2,2,16.0,True,True,0.33240077,0.6335263,0.832785,True,4.0,0
8550.0,False,False,False,True,2,84099.6,2471.85,Alone,Service,1.0,M,False,CL,Home,0.025164,13875,275,1712,3968,True,False,False,Sales,4,2,1,15.0,True,True,0.39927235,0.16223074,0.33445412,True,0.0,0
31500.0,True,True,False,True,0,106632.0,3843.0,Alone,Commercial,2.0,M,False,CL,Home,0.018029,14606,3778,8636,4234,True,True,True,Managers,2,3,1,8.0,True,True,0.47476536,0.2710064,0.04204893,True,1.0,1
18000.0,True,True,False,True,0,45000.0,2250.0,Alone,Commercial,2.0,M,False,RL,Home,0.0228,20867,3859,7543,4377,True,False,True,Managers,2,2,6,11.0,True,True,0.81050134,0.65260637,0.27500036,True,6.0,0
18000.0,False,False,True,True,1,65449.8,3161.7,Alone,Govt Job,1.0,M,False,CL,Home,0.007274,15751,2891,2732,4556,True,False,True,Medicine,3,2,4,17.0,True,True,0.7984653,0.5605714,0.4920601,True,1.0,0
11250.0,False,True,True,True,2,90000.0,2644.65,Alone,Service,1.0,M,False,CL,Home,0.015221,13658,3563,103,4066,True,False,False,Core,4,2,2,13.0,True,True,0.45792043,0.34028786,0.5902333,True,5.0,0
12600.0,False,False,True,True,0,20250.0,1251.9,Alone,Service,1.0,M,False,CL,Home,0.006671,15127,2842,1532,4334,True,False,False,Laborers,2,2,2,18.0,True,True,0.55052876,0.55606323,0.8357765,True,1.0,0
11250.0,False,False,True,False,0,128835.0,3766.95,Alone,Service,1.0,M,False,CL,Home,0.025164,19343,8671,8309,2737,True,True,False,Cooking,2,2,2,14.0,True,True,0.85285753,0.45524424,0.4830502,True,1.0,0
11250.0,False,False,False,False,0,24077.25,1751.85,Alone,Service,2.0,M,False,CL,Home,0.007274,10621,2608,590,582,True,True,True,High skill tech,2,2,3,17.0,True,True,0.5643275,0.62530434,0.38079968,True,1.0,0
24750.0,False,False,False,False,0,81000.0,2368.35,Alone,nan,1.0,M,False,CL,Home,0.0105,13202,2042,4571,4793,True,True,False,Laborers,2,3,2,14.0,True,True,0.14070301,0.6137331,0.6195277,True,2.0,0
36000.0,False,True,False,True,1,107593.2,4279.95,Alone,Commercial,1.0,M,False,CL,Home,0.032561,14952,1468,9329,2021,True,False,False,Sales,3,1,3,16.0,True,True,0.7500796,0.72065336,0.14375806,True,1.0,0
12150.0,False,False,False,False,1,27000.0,1350.0,Alone,Commercial,1.0,D,False,RL,Family,0.04622,8728,1706,3583,1390,True,False,False,Sales,2,1,3,11.0,True,True,0.5514516,0.4074655,0.32489124,True,2.0,0
33750.0,True,False,True,False,0,99000.0,9644.4,Alone,Commercial,1.0,M,False,CL,Municipal,0.072508,13699,2879,4176,4723,True,False,True,Laborers,2,1,0,16.0,True,True,0.32495818,0.7470901,0.20796417,True,1.0,0
8100.0,False,False,False,True,0,38250.0,2088.0,Alone,Service,1.0,M,False,CL,Home,0.01452,12718,756,6135,240,True,False,False,Sales,2,2,5,13.0,True,True,0.3212791,0.5951121,0.37740424,True,0.0,0
13500.0,False,False,True,True,2,70083.0,2273.85,Relative,Service,1.0,M,False,CL,Home,0.010643,17822,161,9324,1376,True,False,False,Security,4,2,2,13.0,True,True,0.28964823,0.2561241,0.0982186,True,2.0,0
67500.0,False,False,True,True,1,156905.1,4939.65,Alone,Service,2.0,D,False,CL,Home,0.072508,16567,1544,956,111,True,False,True,Managers,2,1,1,18.0,True,True,0.8876081,0.71920276,0.6380435,True,3.0,0
20250.0,False,False,True,True,0,104256.0,5834.7,Partner,Govt Job,2.0,M,False,CL,Rental,0.025164,12659,5687,6809,3869,True,False,False,Accountants,2,2,0,13.0,True,True,0.46734098,0.5842873,0.7776594,True,2.0,0
18000.0,False,False,True,True,0,27000.0,1350.0,Alone,Govt Job,2.0,M,False,RL,Home,0.018634,12814,774,2799,4259,True,False,False,Core,2,2,1,14.0,True,True,0.3922103,0.6364711,0.6956219,True,0.0,0
22500.0,False,False,False,True,0,97038.0,2850.3,Alone,Govt Job,1.0,M,False,CL,Home,0.031329,15575,2840,4008,4653,True,False,False,Laborers,2,2,2,16.0,True,True,0.6172773,0.37173736,0.24585122,True,3.0,0
20250.0,True,False,False,True,1,180000.0,5276.25,Alone,Service,1.0,M,False,CL,Home,0.006629,17300,8046,7421,827,True,False,False,Laborers,3,2,5,5.0,True,True,0.5499928,0.60156035,0.7969727,True,1.0,0
9000.0,False,True,True,False,1,18846.0,1035.0,Others,Service,1.0,M,False,CL,Family,0.010556,15462,304,9554,4312,True,False,False,Sales,3,3,2,10.0,True,True,0.4106483,0.46169403,0.66745776,True,3.0,0
13500.0,True,False,True,True,0,27000.0,1350.0,Alone,Service,1.0,D,False,RL,Home,0.009657,8967,499,3294,15,True,False,False,Drivers,1,2,6,16.0,True,True,0.12368531,0.43510082,0.37740424,True,1.0,0
9000.0,False,True,True,True,1,13032.0,1348.2,Alone,Service,1.0,M,False,CL,Home,0.020246,20157,4456,7843,3635,True,True,True,Managers,3,3,0,7.0,True,True,0.6163226,0.33848855,0.7032033,True,3.0,0
10350.0,True,False,True,True,1,46915.2,3186.45,Alone,Service,1.0,M,False,CL,Home,0.031329,10323,675,410,779,True,True,False,Sales,3,2,1,13.0,True,True,0.54544914,0.5888055,0.32331124,True,2.0,1
67500.0,True,True,False,True,1,251730.0,6653.25,Alone,Commercial,2.0,M,False,CL,Home,0.007274,9759,1538,6615,226,True,False,False,Managers,3,2,3,12.0,True,True,0.48825946,0.7096154,0.2525987,True,0.0,0
11250.0,False,True,True,True,1,20250.0,1012.5,Partner,Commercial,2.0,M,False,RL,Home,0.031329,11175,783,1272,2607,True,False,False,Core,3,2,0,12.0,True,True,0.5517927,0.47208416,0.58674,True,1.0,0
29250.0,False,False,True,True,0,90000.0,9463.95,Relative,Commercial,1.0,M,False,CL,Home,0.026392,12446,4285,1162,1556,True,False,False,Medicine,2,2,3,11.0,True,True,0.37457573,0.65403277,0.42061096,True,4.0,0
18000.0,False,False,False,False,1,41702.4,2520.0,Alone,Service,0.0,M,False,CL,Home,0.030755,14568,4397,3951,4588,True,True,False,Drivers,3,2,3,15.0,True,True,0.563334,0.3020618,0.5937176,True,0.0,0
11700.0,True,False,False,True,2,38505.6,1071.9,Alone,Govt Job,1.0,M,False,CL,Home,0.019689,12899,2198,2885,4018,True,False,False,Cooking,4,2,5,16.0,True,True,0.6971238,0.40385398,0.5100895,True,0.0,0
8100.0,True,True,True,True,3,22500.0,2544.75,Alone,Service,1.0,M,False,CL,Home,0.020246,12236,1140,1611,3590,True,True,True,Security,5,3,3,13.0,True,True,0.20899576,0.27203152,0.2940831,True,0.0,0
18000.0,False,False,False,False,0,23985.0,2371.95,Alone,Service,1.0,S,False,CL,Home,0.032561,12113,657,1515,3767,True,True,False,Sales,1,1,4,13.0,True,True,0.5799083,0.3642512,0.7992968,True,1.0,0
20250.0,False,False,True,True,1,28670.4,2311.65,Alone,Commercial,1.0,M,False,CL,Home,0.00702,10631,1242,2097,2955,True,False,False,Sales,3,2,6,11.0,True,True,0.42056882,0.5749257,0.7062051,True,3.0,0
27000.0,True,True,False,True,0,176211.0,4648.05,Alone,Commercial,2.0,M,False,CL,Home,0.026392,19862,2346,9882,3359,True,False,True,Core,2,2,3,10.0,True,True,0.58915824,0.5813151,0.13259749,True,0.0,0
9900.0,False,False,True,True,0,29353.5,2872.35,Alone,Commercial,1.0,M,False,CL,Home,0.0228,20470,9099,8205,3964,True,False,False,High skill tech,2,2,6,10.0,True,True,0.81206316,0.60491,0.8128226,True,1.0,0
15750.0,False,False,False,True,2,50849.55,2167.2,Alone,Service,2.0,W,False,CL,Home,0.025164,14862,3078,3953,4040,True,False,False,Core,3,2,6,12.0,True,True,0.7125883,0.36751348,0.56737924,True,0.0,0
67500.0,True,False,False,False,0,103068.0,5755.05,Alone,Service,2.0,M,False,CL,Home,0.020246,18442,5434,4801,608,True,True,True,Managers,2,3,2,6.0,True,True,0.42275897,0.55927813,0.57620883,True,1.0,0
20250.0,False,False,False,True,1,35451.9,3264.3,Alone,Service,2.0,M,False,CL,Home,0.008866,10894,3289,252,3416,True,False,False,Sales,3,2,2,14.0,True,True,0.41490135,0.5294017,0.17249547,True,3.0,0
18000.0,True,True,False,False,0,138111.3,3656.25,Relative,Commercial,1.0,M,False,CL,Home,0.010276,13937,2364,176,2401,True,False,False,High skill tech,2,2,1,12.0,True,True,0.31341842,0.5147582,0.6006575,True,0.0,0
21150.0,True,False,True,True,1,45000.0,2250.0,Alone,Service,1.0,M,False,RL,Home,0.020246,12146,773,1859,4600,True,False,True,Laborers,3,3,2,9.0,True,True,0.20943743,0.15438244,0.6212263,True,4.0,0
20250.0,False,False,False,True,0,111339.9,4730.4,Partner,Commercial,1.0,M,False,CL,Home,0.014464,19844,183,9611,3380,True,False,False,Laborers,2,2,4,5.0,True,True,0.82021296,0.5986794,0.5797274,True,0.0,0
13500.0,False,True,True,True,0,90000.0,2488.05,Partner,Service,2.0,S,False,CL,Home,0.009657,10097,864,8617,688,True,False,False,Core,1,2,3,14.0,True,True,0.7235269,0.56469864,0.43473324,True,4.0,0
11250.0,True,False,False,True,0,45450.0,1632.15,Alone,Govt Job,1.0,M,False,CL,Shared,0.026392,11460,546,5574,3171,True,False,True,Core,2,2,5,13.0,True,True,0.7411082,0.7020239,0.33445412,True,1.0,0
13500.0,False,False,True,True,0,20250.0,1012.5,Alone,Govt Job,2.0,S,False,RL,Home,0.035792,14719,4720,380,4903,True,False,False,Core,1,2,1,15.0,True,True,0.47345403,0.6017543,0.5531647,True,2.0,0
22500.0,False,False,True,True,0,23243.4,1404.45,Alone,Service,1.0,S,False,CL,Home,0.030755,15580,432,5840,907,True,True,False,Laborers,1,2,5,13.0,True,True,0.084386215,0.6590967,0.060443692,True,4.0,0
21600.0,True,False,False,True,0,112500.0,3302.55,Alone,Govt Job,1.0,M,False,CL,Home,0.025164,15508,3422,4369,4607,True,False,False,Medicine,2,2,4,11.0,True,True,0.7770515,0.7226125,0.3996756,True,0.0,0
13500.0,True,False,False,False,0,33284.25,1254.6,Alone,Service,2.0,S,False,CL,Home,0.01885,15164,480,7433,4043,True,False,False,Core,1,2,1,15.0,True,True,0.60114855,0.6258012,0.24054141,True,5.0,0
18900.0,True,True,True,True,0,45450.0,4315.05,Alone,nan,2.0,M,False,CL,Home,0.031329,16098,2629,1962,4715,True,False,True,High skill tech,2,2,0,13.0,True,True,0.64492434,0.7182523,0.7688076,True,5.0,0
18000.0,False,True,True,False,1,157500.0,4344.3,Alone,Service,1.0,M,False,CL,Home,0.003541,19201,171,6939,2408,True,True,True,High skill tech,3,1,4,9.0,True,True,0.7179404,0.620306,0.4758499,True,0.0,0
15750.0,True,True,True,True,0,9703.8,508.5,Alone,Commercial,2.0,M,False,CL,Home,0.016612,17904,5417,3889,1448,True,True,True,Laborers,2,2,0,10.0,True,True,0.5013641,0.63469833,0.48485148,True,6.0,0
20700.0,False,False,True,True,0,97461.0,4306.05,Alone,Service,1.0,D,False,CL,Home,0.020246,18824,3489,9495,2338,True,False,True,Sales,1,3,4,6.0,True,True,0.6449466,0.35032284,0.7801436,True,6.0,0
33750.0,False,True,True,True,0,33750.0,1687.5,Alone,Service,2.0,S,False,RL,Home,0.018634,13286,4981,496,4558,True,False,False,Core,1,2,5,18.0,True,True,0.5839492,0.6026658,0.5814837,True,0.0,0
36000.0,True,False,False,True,2,225000.0,5948.55,Alone,Commercial,2.0,M,False,CL,Home,0.028663,17699,1140,1876,1232,True,False,False,Managers,4,2,1,12.0,True,True,0.67825145,0.6467735,0.31236538,True,2.0,1
15750.0,False,False,False,True,0,34564.5,1624.05,Alone,Service,2.0,S,False,CL,Home,0.006852,11495,2822,5339,1491,True,False,False,Laborers,1,3,2,11.0,True,True,0.21466117,0.31051305,0.6817059,True,0.0,0
22500.0,True,True,False,False,0,123750.0,3618.45,Alone,Service,2.0,M,False,CL,Shared,0.031329,16195,2456,3199,4732,True,True,True,Managers,2,2,1,20.0,True,True,0.41032955,0.68213516,0.68793285,True,2.0,0
15750.0,True,False,True,True,0,18000.0,875.25,Relative,Commercial,1.0,S,False,CL,Home,0.025164,15502,1024,1791,4719,True,False,False,Drivers,1,2,2,9.0,True,True,0.70396626,0.26531175,0.40661743,True,4.0,1
11250.0,True,True,False,False,0,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Rental,0.020713,14952,218,6828,3130,True,False,False,Drivers,2,2,5,7.0,True,True,0.28354868,0.5587337,0.5585066,True,0.0,0
40500.0,False,False,False,True,0,54504.0,3962.7,Alone,Commercial,1.0,S,False,CL,Home,0.072508,8128,235,8028,806,True,False,False,Secretaries,1,1,4,14.0,True,True,0.40608442,0.7559344,0.4974689,True,0.0,0
20250.0,False,False,False,True,0,105726.6,4492.35,Alone,Service,1.0,W,False,CL,Home,0.018634,19530,2450,4,3052,True,False,False,Sales,1,2,2,9.0,True,True,0.528649,0.67194164,0.57620883,True,3.0,1
18000.0,True,True,True,False,1,112500.0,4461.75,Alone,Service,1.0,M,False,CL,Home,0.018801,14864,4968,1412,4572,True,False,True,Drivers,3,2,1,10.0,True,True,0.49372268,0.5982537,0.6769925,True,0.0,0
31500.0,True,False,True,True,0,59256.0,3593.7,Alone,Commercial,2.0,M,False,CL,Home,0.025164,11738,1560,692,3636,True,False,False,Core,2,2,0,10.0,True,True,0.20806351,0.2252985,0.62799084,True,3.0,0
11250.0,True,False,True,True,0,49053.6,3014.1,Relative,Service,1.0,M,False,CL,Home,0.020713,23068,13485,13593,4780,True,True,False,High skill tech,2,2,2,12.0,True,True,0.757608,0.58810115,0.58674,True,2.0,0
24750.0,True,False,True,True,0,112500.0,4474.8,Alone,Service,1.0,M,False,CL,Home,0.026392,16530,1600,8056,13,True,False,False,Accountants,2,2,4,12.0,True,True,0.4800604,0.7100478,0.6006575,True,3.0,0
16200.0,False,False,False,True,2,31500.0,1400.4,Alone,Service,1.0,M,False,CL,Home,0.022625,9912,928,3568,2503,True,True,True,Core,4,2,2,11.0,True,True,0.20980209,0.5097044,0.6528965,True,1.0,0
22500.0,True,True,False,True,1,48564.0,3826.35,Alone,Commercial,1.0,M,False,CL,Home,0.006629,10967,475,749,748,True,False,False,Sales,3,2,2,5.0,True,True,0.44546428,0.43530506,0.38079968,True,0.0,0
18900.0,True,False,False,False,1,9382.95,974.25,Relative,Service,2.0,M,False,CL,Home,0.01885,11022,1003,4597,3690,True,False,False,High skill tech,3,2,2,16.0,True,True,0.2480074,0.591989,0.07958644,True,4.0,0
43650.0,True,False,False,True,1,45000.0,2250.0,Alone,Commercial,1.0,M,False,RL,Home,0.035792,21606,288,14236,4670,True,False,False,Drivers,3,2,3,15.0,True,True,0.54813254,0.7078368,0.563835,True,2.0,0
49500.0,True,False,False,False,1,107820.0,2857.05,Alone,Service,2.0,M,False,CL,Home,0.02461,12046,1481,3129,3502,True,False,False,Managers,3,2,1,17.0,True,True,0.31441027,0.6484204,0.41184855,True,1.0,0
31500.0,True,True,True,True,1,25470.0,3035.7,Alone,Commercial,2.0,M,False,CL,Home,0.003818,12490,936,4435,446,True,True,False,Managers,3,2,0,7.0,True,True,0.4384097,0.7021154,0.5902333,True,1.0,0
12375.0,True,True,True,False,2,24300.0,871.65,Relative,Service,1.0,M,False,CL,Home,0.018209,13734,2927,1609,4415,True,False,False,Drivers,4,3,2,10.0,True,True,0.2827162,0.3763504,0.5208976,True,1.0,0
20250.0,False,False,True,False,0,78539.85,3340.35,Alone,Commercial,2.0,M,False,CL,Home,0.025164,17807,3041,10611,712,True,False,False,Accountants,2,2,4,18.0,True,True,0.75052834,0.6601523,0.41359675,True,3.0,0
22500.0,True,True,True,True,1,50849.55,2083.95,Alone,Commercial,2.0,M,False,CL,Home,0.02461,8252,1410,3109,943,True,False,False,Sales,3,2,3,12.0,True,True,0.48941025,0.38773856,0.3409064,True,3.0,0
24750.0,False,True,True,True,1,106794.0,3135.6,Relative,Service,2.0,M,False,CL,Home,0.009175,15083,1443,7988,4870,True,False,False,Laborers,3,2,4,14.0,True,True,0.63423944,0.6649192,0.82249874,True,4.0,0
27000.0,True,False,True,False,0,120600.0,3316.5,Alone,Commercial,2.0,S,False,CL,Home,0.028663,14029,4743,267,4853,True,False,False,Laborers,1,2,2,9.0,True,True,0.32219535,0.5587984,0.68326885,True,0.0,0
18000.0,False,True,True,True,0,48600.0,3852.9,Kids,nan,1.0,D,False,CL,Home,0.028663,16680,2200,5973,227,True,False,False,Sales,1,2,5,12.0,True,True,0.51998496,0.6096922,0.832785,True,0.0,0
15750.0,True,False,True,True,1,31500.0,1575.0,Alone,Service,2.0,M,False,RL,Home,0.019101,11680,388,2979,3132,True,False,False,Accountants,3,2,2,11.0,True,True,0.7093241,0.25778165,0.37571102,True,2.0,0
27000.0,False,False,True,False,0,67500.0,3375.0,Alone,Service,2.0,M,False,RL,Home,0.028663,21211,9431,4026,4026,True,False,True,High skill tech,2,2,4,14.0,True,True,0.8942872,0.4901409,0.7490217,True,2.0,0
31500.0,True,True,True,True,0,80865.0,2621.7,Alone,Commercial,2.0,M,False,CL,Home,0.00496,12654,1308,320,1978,True,False,False,Core,2,2,6,13.0,True,True,0.34883896,0.70581126,0.18959527,True,0.0,1
11250.0,True,False,False,True,0,54504.0,2664.0,Alone,Service,1.0,M,False,CL,Home,0.031329,15529,1223,3157,4047,True,False,False,Drivers,2,2,5,13.0,True,True,0.4384924,0.48917365,0.51369375,True,0.0,1
81000.0,True,False,False,True,0,180000.0,6269.85,Partner,Commercial,2.0,M,False,CL,Home,0.028663,15375,6518,2519,3987,True,False,False,Managers,2,2,1,8.0,True,True,0.38411558,0.123085916,0.5208976,True,3.0,0
9000.0,False,True,False,True,0,13500.0,675.0,Partner,Service,2.0,M,False,RL,Home,0.011703,17715,753,10461,1259,True,True,False,Laborers,2,2,0,18.0,True,True,0.5340397,0.670547,0.23791608,True,0.0,0
9000.0,False,True,False,True,1,108221.4,3504.15,Alone,Govt Job,1.0,M,False,CL,Home,0.020246,14731,6275,3914,4668,True,False,False,Medicine,3,3,4,9.0,True,True,0.40349892,0.35282537,0.6127042,True,1.0,0
22050.0,True,True,False,True,0,107820.0,2965.05,Alone,Commercial,1.0,M,False,CL,Home,0.01885,14455,973,7232,4601,True,True,False,Drivers,2,2,4,15.0,True,True,0.35873485,0.72057414,0.5954562,True,0.0,0
18000.0,True,True,False,False,2,80553.6,3425.85,Alone,Service,2.0,D,False,CL,Home,0.031329,16465,9539,9014,20,True,False,False,Laborers,3,2,3,8.0,True,True,0.5300474,0.6499792,0.5424451,True,1.0,0
13500.0,False,False,False,True,0,31410.0,1343.7,Relative,Govt Job,1.0,W,False,CL,Home,0.015221,20523,12403,8498,3668,True,True,False,Core,1,2,5,12.0,True,True,0.84712464,0.7673463,0.44005784,True,1.0,0
18000.0,False,True,False,True,1,113374.8,3670.2,Alone,Service,1.0,M,False,CL,Home,0.028663,12848,3230,2377,4443,True,False,False,Laborers,3,2,2,12.0,True,True,0.44088787,0.5067148,0.2213352,True,1.0,0
27000.0,False,False,False,True,1,15282.0,1617.75,Alone,Commercial,1.0,S,False,CL,Home,0.04622,13823,533,88,4497,True,False,False,Private service,2,1,1,13.0,True,True,0.367188,0.76026535,0.3062023,True,8.0,0
15750.0,False,False,True,True,1,85950.0,2525.85,Alone,Service,1.0,M,False,CL,Home,0.025164,14862,8195,7635,4056,True,True,False,Laborers,3,2,1,15.0,True,True,0.7128037,0.5926543,0.45253357,True,2.0,0
9000.0,False,True,True,False,0,84099.6,2471.85,Alone,Service,1.0,M,False,CL,Home,0.025164,11338,996,308,1103,True,False,False,Managers,2,2,5,13.0,True,True,0.28001735,0.1621921,0.5513813,True,1.0,0
24750.0,True,False,True,False,1,20376.0,2298.6,Alone,Service,2.0,M,False,CL,Home,0.025164,12460,1855,6532,4054,True,False,False,Managers,3,2,2,13.0,True,True,0.37071553,0.6774705,0.80274546,True,0.0,0
29250.0,True,False,True,False,1,107820.0,3152.25,Kids,Commercial,1.0,M,False,CL,Family,0.025164,11284,1483,5244,3628,True,True,True,Laborers,3,2,5,17.0,True,True,0.3846657,0.3463072,0.70018387,True,1.0,0
22500.0,True,True,False,True,0,129150.0,3775.95,Alone,Commercial,1.0,M,False,CL,Home,0.0105,13509,2973,3759,4283,True,False,False,Sales,2,3,3,14.0,True,True,0.3100369,0.62070763,0.5118918,True,1.0,0
26775.0,True,False,False,False,1,91647.0,2520.0,Alone,Commercial,2.0,D,False,CL,Home,0.025164,11666,4274,3614,737,True,True,True,High skill tech,2,2,1,14.0,True,True,0.39487273,0.6697204,0.3996756,True,0.0,0
27000.0,True,False,False,True,0,150786.9,4747.5,Relative,Commercial,2.0,M,False,CL,Home,0.04622,11408,2660,5436,3740,True,False,False,Accountants,2,1,6,12.0,True,True,0.79369706,0.6681465,0.4365065,True,1.0,0
15750.0,False,False,False,False,0,65181.6,1989.0,Alone,Service,2.0,S,False,CL,Home,0.020246,10400,2538,1720,1159,True,False,False,Core,1,3,4,9.0,True,True,0.20687026,0.09317337,0.3996756,True,0.0,0
15750.0,False,True,True,False,0,45000.0,4846.5,Alone,Service,2.0,M,False,CL,Home,0.026392,9868,3304,1273,2204,True,True,True,Secretaries,2,2,3,20.0,True,True,0.40504235,0.7190305,0.69409263,True,3.0,0
38250.0,False,True,False,False,0,197107.2,5989.05,Alone,Commercial,2.0,S,False,CL,Home,0.04622,8178,1076,2981,850,True,False,False,Managers,1,1,5,12.0,True,True,0.56470126,0.5299846,0.7032033,True,1.0,0
31500.0,False,True,False,False,0,157500.0,4331.25,Alone,Service,2.0,D,False,CL,Home,0.022625,14999,369,3111,836,True,False,True,Managers,1,2,1,21.0,True,True,0.7212312,0.5654779,0.10547318,True,1.0,0
9450.0,True,True,True,True,0,22500.0,1304.55,Alone,Service,1.0,M,False,CL,Home,0.028663,14514,613,1275,3467,True,False,False,Drivers,2,2,5,9.0,True,True,0.52473986,0.10149369,0.7091891,True,7.0,0
13500.0,False,False,False,True,0,80865.0,2621.7,Alone,Service,1.0,M,False,CL,Home,0.019689,14814,492,8940,4215,True,False,False,Laborers,2,2,6,11.0,True,True,0.72716856,0.15429111,0.44183582,True,1.0,0
13500.0,True,False,True,True,1,18000.0,900.0,Alone,nan,2.0,M,False,RL,Home,0.011703,10054,2667,10050,2719,True,False,False,Managers,3,2,0,14.0,True,True,0.110497296,0.68704104,0.62799084,True,0.0,0
15750.0,False,False,False,False,0,72846.0,3893.85,Alone,Service,2.0,M,False,CL,Home,0.003813,13502,3833,12281,2054,True,False,False,Core,2,2,5,7.0,True,True,0.56312525,0.37180376,0.79813725,True,1.0,0
6750.0,True,True,True,False,2,35427.6,1812.6,Relative,Service,1.0,M,False,CL,Home,0.018634,11035,2703,10997,3503,True,False,False,Low-skill Laborers,4,2,3,16.0,True,True,0.16791214,0.55609024,0.5726825,True,1.0,0
8100.0,False,False,False,True,0,41256.0,1147.5,Alone,Service,1.0,W,False,CL,Home,0.008575,17098,1250,8238,629,True,False,False,Core,1,2,2,10.0,True,True,0.585915,0.60301656,0.41010258,True,0.0,0
20250.0,True,False,False,False,0,90000.0,4608.45,Alone,Service,1.0,M,False,CL,Home,0.031329,14871,2674,7560,4578,True,True,False,Laborers,2,2,3,10.0,True,True,0.40524474,0.141585,0.108924404,True,4.0,0
12150.0,False,False,True,True,0,63000.0,3229.65,Alone,Service,2.0,S,False,CL,Home,0.018029,8156,1494,3034,844,True,False,False,Managers,1,3,5,5.0,True,True,0.16318186,0.40898162,0.4740513,True,1.0,0
15750.0,True,False,True,True,0,86256.0,2534.85,Alone,Commercial,1.0,M,False,CL,Home,0.035792,15427,5554,6111,4980,True,False,False,Core,2,2,5,13.0,True,True,0.46974462,0.6403529,0.6956219,True,2.0,0
27000.0,False,True,False,False,1,45000.0,2732.4,Alone,Service,1.0,M,False,CL,Home,0.003541,15075,3358,845,4122,True,False,False,Sales,3,1,3,15.0,True,True,0.3861502,0.49597833,0.5226973,True,2.0,0
15750.0,True,True,True,True,1,69750.0,6622.65,Alone,Service,2.0,M,False,CL,Home,0.003069,16680,2477,5084,242,True,False,False,Managers,3,3,1,10.0,True,True,0.67869115,0.5983221,0.7091891,True,1.0,1
20250.0,True,True,True,False,0,67950.0,2707.65,Alone,Service,1.0,M,False,CL,Home,0.018209,11305,2970,542,3624,True,False,False,Laborers,2,3,0,7.0,True,True,0.21468203,0.49068737,0.6512602,True,2.0,0
29250.0,False,False,False,True,0,157500.0,5487.75,Alone,Service,1.0,M,False,CL,Home,0.008474,22581,1731,11794,4852,True,False,True,Secretaries,2,2,2,18.0,True,True,0.9238054,0.6782632,0.74079907,True,3.0,0
18450.0,True,True,False,False,0,46350.0,1235.7,Alone,Commercial,2.0,M,False,CL,Home,0.028663,12011,1912,4619,3191,True,False,False,Sales,2,2,0,14.0,True,True,0.35850304,0.5328706,0.5118918,True,0.0,0
15750.0,False,False,False,True,0,16789.5,1821.15,Alone,Commercial,1.0,S,False,CL,Home,0.031329,8641,426,4527,1305,True,False,False,Laborers,1,2,1,11.0,True,True,0.19885062,0.538326,0.21035023,True,7.0,1
33750.0,True,False,True,False,1,121500.0,4831.65,Alone,Commercial,1.0,M,False,CL,Home,0.011657,14474,1010,7089,4667,True,True,False,Managers,3,1,5,12.0,True,True,0.25919983,0.6138886,0.75971216,True,0.0,0
13500.0,False,False,True,True,1,77029.2,3067.65,Alone,Commercial,1.0,M,False,CL,Home,0.031329,10872,1051,8612,572,True,False,False,Laborers,3,2,4,7.0,True,True,0.17679249,0.7396566,0.1918216,True,0.0,0
18000.0,False,False,False,False,0,50849.55,2446.2,Alone,Service,1.0,W,False,CL,Home,0.016612,18584,5200,7407,2078,True,False,True,Laborers,1,2,0,17.0,True,True,0.9011868,0.5671482,0.7151031,True,0.0,0
9900.0,True,False,True,True,1,36000.0,1010.25,Alone,Service,2.0,S,False,CL,Home,0.025164,14135,1400,7982,3265,True,False,True,High skill tech,2,2,3,19.0,True,True,0.7340423,0.6596173,0.43473324,True,4.0,1
9000.0,False,True,False,False,0,27000.0,1350.0,Relative,Commercial,1.0,M,False,RL,Home,0.019101,19618,1255,9572,3177,True,False,True,Laborers,2,2,5,10.0,True,True,0.2743678,0.58823884,0.7490217,True,0.0,0
9900.0,True,False,False,False,0,18378.45,1486.35,Alone,Service,1.0,S,False,CL,Family,0.00702,8482,1233,5092,945,True,False,False,Laborers,1,2,5,13.0,True,True,0.121727966,0.18641186,0.3740208,True,2.0,1
23400.0,True,False,False,True,2,147033.0,5461.65,Alone,Govt Job,2.0,M,False,CL,Home,0.020713,13791,7185,465,4329,True,False,False,Core,4,2,2,10.0,True,True,0.61599225,0.6659464,0.5726825,True,3.0,0
40500.0,False,False,False,True,1,176211.0,4661.1,Alone,Commercial,1.0,D,False,CL,Home,0.007274,13311,1588,4312,4339,True,False,False,Sales,2,2,3,15.0,True,True,0.5119781,0.47963804,0.22383131,True,0.0,0
16650.0,False,False,False,True,1,110217.15,4383.9,Partner,Service,1.0,M,False,CL,Home,0.006629,12726,3622,4903,4281,True,False,False,Drivers,3,2,6,8.0,True,True,0.5836485,0.6379977,0.7106744,True,2.0,0
11250.0,True,False,False,True,1,59256.0,3227.4,Alone,Service,1.0,D,False,CL,Home,0.009657,15148,1259,7590,4072,True,False,True,Laborers,2,2,4,9.0,True,True,0.46129704,0.5011554,0.6144144,True,1.0,0
20250.0,True,False,False,True,0,36000.0,2300.4,Alone,Service,4.0,M,False,CL,Home,0.028663,20112,3340,3867,2969,True,False,False,Core,2,2,4,12.0,True,True,0.8178151,0.6368555,0.5531647,True,4.0,0
45000.0,False,False,False,True,0,63000.0,3150.0,Alone,Commercial,2.0,S,False,RL,Home,0.04622,18125,328,466,1606,True,False,True,Accountants,1,1,6,10.0,True,True,0.87405187,0.4011036,0.5602843,True,9.0,0
11250.0,False,False,False,True,1,12150.0,1288.8,Alone,Commercial,1.0,M,False,CL,Family,0.008625,9101,620,3841,854,True,False,False,Private service,3,2,3,12.0,True,True,0.24906069,0.58664894,0.35895124,True,3.0,0
9000.0,False,False,True,False,2,45000.0,2512.8,Alone,Service,1.0,M,False,CL,Office,0.011703,11818,3662,519,3090,True,True,True,Sales,4,2,4,12.0,True,True,0.71714133,0.570661,0.52809274,True,2.0,0
22500.0,False,True,False,False,0,126604.8,5377.05,Alone,Service,1.0,M,False,CL,Home,0.0228,21876,3017,2263,3068,True,False,False,Core,2,2,1,9.0,True,True,0.8665975,0.57310236,0.49927202,True,0.0,0
9000.0,True,False,False,False,1,19908.0,1285.2,Alone,Commercial,1.0,M,False,CL,Home,0.006008,11415,1577,2641,3507,True,False,False,Laborers,3,2,5,15.0,True,True,0.11213599,0.75008625,0.36227724,True,5.0,0
18000.0,False,False,True,False,0,51856.2,2069.55,Alone,nan,1.0,M,False,CL,Municipal,0.006629,19040,5372,6028,2538,True,False,False,Laborers,2,2,6,8.0,True,True,0.7492252,0.76476765,0.5316861,True,2.0,0
22500.0,False,False,True,True,0,157947.75,5490.0,Alone,Govt Job,1.0,D,False,CL,Home,0.02461,19690,12423,7017,3238,True,False,True,Medicine,1,2,1,14.0,True,True,0.7323303,0.5443093,0.23401517,True,2.0,0
20700.0,False,False,True,False,3,135000.0,3712.5,Alone,Govt Job,1.0,M,False,CL,Home,0.011657,14175,1217,7772,4484,True,True,True,Sales,5,1,4,13.0,True,True,0.45754963,0.6631776,0.67065173,True,0.0,0
11250.0,False,False,True,True,0,33750.0,1687.5,Alone,Commercial,1.0,M,False,RL,Home,0.01885,17403,7015,9446,936,True,False,False,Medicine,2,2,1,15.0,True,True,0.7445244,0.638548,0.6127042,True,8.0,1
18000.0,False,False,False,True,0,15750.0,787.5,Alone,Service,2.0,S,False,RL,Home,0.009334,10907,3087,7662,841,True,True,True,Core,1,2,0,11.0,True,True,0.25038728,0.22393884,0.3539876,True,2.0,0
21150.0,False,False,True,True,0,64008.0,3113.1,Partner,Service,1.0,M,False,CL,Home,0.022625,16672,3701,2260,216,True,True,False,Core,2,2,1,16.0,True,True,0.6885309,0.65358233,0.5585066,True,0.0,0
20250.0,False,False,True,True,0,24259.5,1478.7,Alone,Service,1.0,M,False,CL,Home,0.009549,15582,140,4373,5191,True,False,False,Cooking,2,2,1,14.0,True,True,0.4800163,0.45055738,0.4650692,True,1.0,1
20250.0,False,False,False,True,1,45000.0,2201.85,Alone,Service,2.0,M,False,CL,Home,0.026392,10491,241,4448,3148,True,False,True,Accountants,3,2,2,12.0,True,True,0.30261594,0.6858078,0.23922628,True,5.0,0
22500.0,False,True,True,True,0,49752.0,4933.8,Relative,Commercial,2.0,M,False,CL,Municipal,0.072508,17862,1325,6159,914,True,False,True,Core,2,1,1,13.0,True,True,0.88387257,0.6989915,0.6127042,True,2.0,0
18000.0,False,False,False,True,1,34404.3,2714.4,Alone,Service,2.0,M,False,CL,Home,0.010147,13869,5492,811,5524,True,False,True,Core,3,2,4,16.0,True,True,0.80403656,0.563591,0.7267112,True,0.0,0
11250.0,True,False,False,True,0,55098.0,3534.3,Relative,Commercial,1.0,M,False,CL,Home,0.031329,18531,1603,6450,1869,True,False,False,Sales,2,2,1,11.0,True,True,0.39821273,0.43665475,0.35729328,True,4.0,0
9000.0,False,True,False,False,1,23985.0,2531.7,Alone,Service,1.0,M,False,CL,Home,0.022625,10105,923,3924,2605,True,False,False,Core,3,2,6,14.0,True,True,0.27362227,0.48189253,0.7091891,True,1.0,0
13500.0,False,False,False,False,0,64008.0,3126.15,Alone,Service,1.0,S,False,CL,Family,0.028663,9894,863,4332,2115,True,False,False,Laborers,1,2,4,11.0,True,True,0.3352039,0.6819597,0.5884878,True,0.0,0
13500.0,False,False,False,True,0,100692.0,4006.35,Relative,Commercial,1.0,M,False,CL,Home,0.005084,14462,4786,4640,2007,True,True,True,Accountants,2,2,2,16.0,True,True,0.84778965,0.53542805,0.68326885,True,3.0,0
22500.0,False,False,True,False,1,76022.55,3028.05,Alone,Govt Job,1.0,M,False,CL,Home,0.009334,17884,4888,2466,1149,True,False,False,Core,3,2,4,12.0,True,True,0.8095928,0.7477754,0.6594055,True,2.0,0
5850.0,False,False,False,True,2,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.020246,11865,1059,3014,4225,True,False,False,Laborers,4,3,2,9.0,True,True,0.31739604,0.21822278,0.2881296,True,2.0,0
22500.0,True,False,True,True,1,98329.95,4166.1,Partner,Commercial,1.0,M,False,CL,Home,0.0228,20058,4292,1048,3597,True,True,False,Laborers,3,2,1,14.0,True,True,0.6248413,0.7292816,0.75037515,True,1.0,0
26100.0,False,False,True,True,1,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.014464,17258,1964,531,814,True,False,False,Core,3,2,4,3.0,True,True,0.80876154,0.57218194,0.6496203,True,3.0,0
18000.0,False,False,False,False,1,59590.35,2866.5,Alone,Service,1.0,M,False,CL,Family,0.025164,11650,2374,5751,4260,True,False,False,Laborers,3,2,2,13.0,True,True,0.10752173,0.55125916,0.51369375,True,3.0,0
67500.0,False,False,False,True,2,72992.25,3228.3,Relative,Commercial,2.0,M,False,CL,Municipal,0.04622,15869,3880,8354,3202,True,True,False,Managers,4,1,5,15.0,True,True,0.79144603,0.6750624,0.6561584,True,1.0,0
16650.0,False,False,False,True,0,90450.0,3832.2,Relative,Commercial,1.0,S,False,CL,Home,0.031329,16068,2722,10196,4748,True,False,True,Laborers,1,2,0,16.0,True,True,0.40949997,0.5278269,0.78988034,True,0.0,0
29970.0,True,True,True,False,0,22500.0,1257.75,Alone,Service,2.0,M,False,CL,Home,0.028663,11981,936,5890,507,True,False,False,Managers,2,2,6,15.0,True,True,0.63527846,0.63961226,0.6313545,True,0.0,0
20250.0,True,False,False,False,0,100692.0,3744.45,Alone,Govt Job,1.0,S,False,CL,Home,0.006629,17598,9947,3973,1127,True,False,False,High skill tech,1,2,6,5.0,True,True,0.23581725,0.35589725,0.000527265,True,0.0,0
20250.0,False,False,False,True,0,119358.0,3502.8,Alone,Service,1.0,M,False,CL,Home,0.020713,17773,1242,5502,1316,True,False,False,Laborers,2,2,3,9.0,True,True,0.79477185,0.61956924,0.29558265,True,5.0,0
11250.0,False,True,False,False,0,67500.0,3141.0,Alone,Service,1.0,M,False,CL,Home,0.006671,9757,2925,7837,2439,True,True,False,Laborers,2,2,2,15.0,True,True,0.3933087,0.47037324,0.21035023,True,3.0,0
6750.0,False,True,True,True,2,113850.0,3328.65,Relative,Govt Job,1.0,M,False,CL,Home,0.018801,13337,2770,7149,5112,True,False,False,Cooking,4,2,0,11.0,True,True,0.3900715,0.45509782,0.6738301,True,3.0,0
9675.0,False,True,True,True,0,25470.0,2493.9,Alone,Service,1.0,W,False,CL,Home,0.020246,24470,11153,2731,4950,True,False,False,Medicine,1,3,2,8.0,True,True,0.864356,0.392374,0.7136314,True,0.0,1
9000.0,False,True,True,False,1,29851.2,1790.55,Alone,Commercial,2.0,S,False,CL,Home,0.01885,9068,1289,6314,1485,True,False,False,Laborers,2,2,1,15.0,True,True,0.4625054,0.5627249,0.622922,True,3.0,0
13500.0,True,True,False,False,0,4797.0,516.6,Alone,Service,2.0,M,False,CL,Home,0.003813,8993,1637,3592,1607,True,True,False,Drivers,2,2,3,12.0,True,True,0.091021724,0.5635802,0.45074728,True,3.0,0
18000.0,False,False,True,True,0,50849.55,2446.2,Alone,Service,1.0,M,False,CL,Municipal,0.072508,13207,1467,7192,4613,True,False,True,Sales,2,1,6,9.0,True,True,0.8078315,0.49181867,0.18303517,True,2.0,0
15750.0,False,False,False,True,2,102474.0,5245.2,Alone,Service,1.0,M,False,CL,Rental,0.031329,11577,1511,5,2742,True,False,False,Laborers,4,2,1,18.0,True,True,0.21259412,0.51573586,0.66102356,True,1.0,0
13500.0,False,False,False,True,1,80865.0,2621.7,Alone,Service,2.0,M,False,CL,Home,0.010966,13761,2805,6325,4361,True,False,False,Core,3,2,2,14.0,True,True,0.1323023,0.032225583,0.42765737,True,1.0,0
20250.0,True,False,False,True,0,45000.0,3007.35,Relative,Commercial,2.0,M,False,CL,Home,0.028663,11209,151,279,260,True,False,False,Managers,2,2,4,10.0,True,True,0.42447266,0.394686,0.21885908,True,2.0,0
15750.0,False,True,False,True,0,131411.7,3779.1,Relative,Commercial,2.0,M,False,CL,Home,0.031329,19915,1414,2695,2913,True,False,False,Accountants,2,2,3,10.0,True,True,0.72158474,0.6028595,0.6848277,True,0.0,0
11250.0,True,False,False,False,2,89107.2,3546.9,Alone,Service,1.0,M,False,CL,Home,0.010643,17546,1042,6249,1076,True,False,False,Laborers,4,2,3,9.0,True,True,0.67380846,0.6039951,0.59197664,True,0.0,0
23033.25,False,True,False,False,0,95657.4,3656.25,Alone,Service,2.0,S,False,CL,Home,0.010643,10867,876,874,3539,True,False,False,Managers,1,2,5,12.0,True,True,0.55674344,0.6413696,0.30010775,True,6.0,0
15750.0,False,False,False,False,1,38250.0,2290.5,Alone,Commercial,2.0,S,False,CL,Home,0.031329,14619,124,5418,4135,True,False,False,Laborers,2,2,6,12.0,True,True,0.41887236,0.6841705,0.4758499,True,0.0,0
15750.0,True,False,True,False,0,110798.1,2935.8,Alone,Commercial,2.0,S,False,CL,Home,0.031329,17470,162,4760,1002,True,True,True,Core,1,2,1,15.0,True,True,0.9080183,0.67852557,0.5064842,True,1.0,0
9450.0,False,False,False,True,0,54504.0,2553.75,Others,Service,1.0,M,False,CL,Home,0.030755,22703,1121,9147,5282,True,False,False,Sales,2,2,2,11.0,True,True,0.76229715,0.52060586,0.17770407,True,8.0,0
14400.0,False,False,True,False,1,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.04622,9953,147,819,2615,True,False,False,Core,3,1,2,13.0,True,True,0.5908133,0.74995095,0.39794633,True,2.0,0
13500.0,False,False,True,True,0,15750.0,1666.8,Alone,Commercial,1.0,M,False,CL,Home,0.018634,19561,799,411,3079,True,False,False,Laborers,2,2,3,9.0,True,True,0.86826044,0.026318518,0.77640986,True,4.0,0
12150.0,False,True,False,True,1,45450.0,1925.55,Alone,Service,2.0,M,False,CL,Home,0.019689,12474,3984,693,3346,True,True,True,Accountants,3,2,4,17.0,True,True,0.5473705,0.6441463,0.6161217,True,2.0,0
38250.0,False,False,False,True,0,36000.0,1800.0,Alone,Service,1.0,M,False,RL,Home,0.025164,22019,2246,7868,4621,True,False,True,Sales,2,2,3,7.0,True,True,0.59467125,0.30290148,0.34905526,True,9.0,0
16650.0,False,True,False,True,0,82883.7,2752.2,Alone,Service,1.0,M,False,CL,Home,0.011657,18988,785,6293,2503,True,False,True,Drivers,2,1,2,15.0,True,True,0.6945252,0.6977108,0.24988507,True,0.0,0
33750.0,True,False,True,False,0,47376.0,5115.15,Alone,Commercial,1.0,S,False,CL,Home,0.04622,8962,2367,8032,1641,True,False,True,Laborers,1,1,5,17.0,True,True,0.18164359,0.69842064,0.2032521,True,1.0,0
22500.0,True,True,False,True,0,75519.0,6939.45,Alone,Govt Job,2.0,M,False,CL,Home,0.032561,9849,2016,1421,1953,True,False,False,Core,2,1,2,13.0,True,True,0.69745594,0.651902,0.7463002,True,2.0,0
16650.0,True,False,True,False,1,25128.0,1077.3,Alone,Service,1.0,M,False,CL,Municipal,0.007114,18169,32,4290,1718,True,True,True,Core,3,2,5,13.0,True,True,0.5903238,0.2651072,0.20442262,True,0.0,0
15750.0,True,False,False,True,0,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.04622,7854,953,7831,514,True,False,False,Core,2,1,3,10.0,True,True,0.4155431,0.13922295,0.2539628,True,1.0,0
9000.0,False,True,False,False,2,22500.0,1125.0,Kids,Govt Job,2.0,M,False,RL,Home,0.035792,9647,378,786,1357,True,False,False,Core,4,2,4,12.0,True,True,0.16111274,0.3751809,0.2940831,True,0.0,0
18000.0,False,False,False,True,1,51477.75,5027.85,Alone,Commercial,1.0,D,False,CL,Family,0.02461,11263,1712,4700,2649,True,False,True,Laborers,2,2,5,11.0,True,True,0.5342596,0.68140453,0.6479769,True,1.0,0
11250.0,False,True,False,True,0,45000.0,4846.5,Alone,Service,1.0,M,False,CL,Home,0.01452,12198,848,5475,2591,True,False,False,Sales,2,2,4,12.0,True,True,0.47697452,0.59106433,0.5814837,True,1.0,0
13500.0,False,False,True,True,0,90000.0,3826.35,Alone,Service,1.0,D,False,CL,Home,0.026392,20192,13593,10329,3328,True,False,False,Laborers,1,2,1,17.0,True,True,0.61419874,0.6890968,0.7862666,True,0.0,0
27000.0,False,False,True,True,0,45000.0,2188.8,Alone,Service,2.0,M,False,CL,Home,0.020246,11281,2165,11226,3683,True,False,True,Sales,2,3,3,5.0,True,True,0.27827063,0.44374615,0.10753217,True,4.0,1
27000.0,True,True,True,True,0,80865.0,2608.65,Alone,Commercial,2.0,M,False,CL,Home,0.010032,19461,102,6863,2996,True,False,False,Managers,2,2,5,5.0,True,True,0.5632927,0.42087764,0.4740513,True,1.0,0
11250.0,True,True,False,True,1,27504.0,1036.8,Alone,Commercial,2.0,M,False,CL,Shared,0.010556,12803,214,6907,511,True,False,False,Managers,3,3,3,12.0,True,True,0.3944905,0.5094858,0.7421816,True,1.0,0
36000.0,True,False,False,False,1,107593.2,4571.55,Alone,nan,2.0,M,False,CL,Family,0.010006,11303,2976,72,3738,True,False,False,Core,3,1,4,8.0,True,True,0.71841806,0.23563264,0.4902575,True,1.0,0
13500.0,False,False,True,True,0,24750.0,1237.5,Alone,Service,2.0,M,False,RL,Home,0.02461,15826,9173,4067,4022,True,False,False,High skill tech,2,2,5,12.0,True,True,0.782809,0.72280973,0.31547216,True,2.0,0
20250.0,True,False,False,False,2,67989.6,4947.3,Alone,Service,2.0,M,False,CL,Home,0.026392,10294,2104,2074,2835,True,True,True,Laborers,4,2,2,18.0,True,True,0.20929842,0.59633917,0.3539876,True,6.0,0
12600.0,True,False,False,True,1,25470.0,2715.3,Alone,nan,2.0,M,False,CL,Home,0.028663,19226,1700,720,2771,True,False,False,Security,3,2,4,12.0,True,True,0.4774751,0.60911965,0.3264752,True,3.0,0
18000.0,False,False,False,True,0,83538.0,4032.0,Alone,Service,2.0,M,False,CL,Home,0.006305,20016,111,4466,3561,True,False,True,Private service,2,3,2,4.0,True,True,0.64235145,0.62749463,0.7366227,True,1.0,0
67500.0,True,False,False,True,0,67500.0,3375.0,Alone,Commercial,2.0,S,False,RL,Family,0.072508,10119,268,4932,2811,True,False,True,IT,1,1,1,10.0,True,True,0.23961823,0.45452306,0.50468135,True,0.0,0
15750.0,False,True,False,False,0,113374.8,3003.75,Alone,Service,2.0,M,False,CL,Home,0.006305,9808,1823,4050,1131,True,True,True,Core,2,3,4,12.0,True,True,0.18944101,0.6654598,0.47045612,True,7.0,0
13500.0,True,False,True,False,1,94230.0,3052.8,Alone,Govt Job,1.0,M,False,CL,Home,0.04622,15525,1409,1239,5629,True,False,False,Core,3,1,4,15.0,True,True,0.7874792,0.69110304,0.59197664,True,1.0,0
20250.0,True,False,False,True,0,31500.0,1621.35,Alone,Service,1.0,M,False,CL,Home,0.005144,13634,637,6777,4321,True,True,True,Laborers,2,2,3,9.0,True,True,0.43059516,0.6388558,0.60927564,True,5.0,0
7200.0,True,True,True,False,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.025164,16766,1553,7535,320,True,False,False,Sales,2,2,6,9.0,True,True,0.35993546,0.6140234,0.7016958,True,1.0,0
9000.0,False,False,False,True,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.031329,14989,2773,5171,2980,True,True,False,Core,3,2,0,8.0,True,True,0.5575155,0.66661745,0.78988034,True,1.0,0
18000.0,False,True,False,False,0,112500.0,3642.3,Alone,Commercial,1.0,D,False,CL,Home,0.008019,15786,2317,6147,3786,True,False,True,Laborers,1,2,3,17.0,True,True,0.62532806,0.71683407,0.6446794,True,1.0,0
29250.0,True,True,True,True,0,30146.4,1857.15,Relative,nan,2.0,S,False,CL,Home,0.006207,14434,24,1009,4354,True,False,False,Accountants,1,2,3,14.0,True,True,0.3887075,0.10177121,0.44005784,True,2.0,0
22500.0,False,False,False,True,0,27000.0,1350.0,Alone,Commercial,2.0,S,False,RL,Home,0.04622,9517,279,9452,2205,True,True,False,IT,1,1,3,16.0,True,True,0.11264127,0.7206842,0.73381454,True,0.0,0
22500.0,False,False,False,True,0,78192.0,3457.35,Alone,Service,2.0,M,False,CL,Home,0.01885,16987,2423,10962,535,True,False,True,Sales,2,2,2,17.0,True,True,0.087198704,0.43724117,0.18088798,True,4.0,0
22950.0,False,False,False,True,0,109468.8,3945.15,Alone,Commercial,2.0,W,False,CL,Home,0.032561,23108,2746,5797,6154,True,False,False,Sales,1,1,3,19.0,True,True,0.9011065,0.7964371,0.30467218,True,6.0,0
13500.0,False,True,True,True,0,27627.75,1859.4,Alone,Commercial,1.0,M,False,CL,Home,0.010147,19111,378,6738,2649,True,False,False,Managers,2,2,6,11.0,True,True,0.666772,0.4653591,0.8160924,True,4.0,0
29250.0,False,False,True,True,0,83538.0,4018.95,Alone,Service,1.0,M,False,CL,Home,0.007114,19960,357,4969,3454,True,False,True,Drivers,2,2,2,9.0,True,True,0.87975127,0.59306073,0.7969727,True,0.0,0
22500.0,False,False,False,False,0,141886.8,7359.75,Alone,Commercial,2.0,M,False,CL,Home,0.04622,12301,1265,4011,4415,True,True,False,Core,2,1,1,14.0,True,True,0.33908755,0.7389612,0.3740208,True,1.0,0
24750.0,False,False,True,True,0,119034.0,6354.9,Alone,Commercial,1.0,M,False,CL,Home,0.006852,20898,7287,12649,3957,True,False,False,Sales,2,3,4,5.0,True,True,0.61341715,0.36205125,0.3392877,True,2.0,0
8100.0,False,False,False,True,2,15750.0,787.5,Alone,Service,1.0,M,False,RL,Home,0.026392,15904,4874,695,4238,True,True,True,High skill tech,4,2,4,13.0,True,True,0.4899161,0.4006519,0.24451639,True,0.0,0
11250.0,True,True,False,True,0,53870.4,2604.6,Alone,Service,1.0,S,False,CL,Home,0.009334,9653,1254,2614,2017,True,False,False,Laborers,1,2,5,14.0,True,True,0.13477945,0.5668261,0.10479462,True,1.0,0
6750.0,False,False,True,True,2,10553.4,1265.4,Alone,Service,1.0,M,False,CL,Home,0.01885,11734,1861,1817,4187,True,False,False,Core,4,2,6,12.0,True,True,0.3479159,0.3552859,0.6594055,True,2.0,0
15750.0,False,True,True,False,0,58280.4,2482.2,Alone,Service,1.0,D,False,CL,Home,0.010643,21841,1547,11347,4899,True,False,False,Cleaning,1,2,2,12.0,True,True,0.70468783,0.54257315,0.07698447,True,1.0,1
18000.0,True,False,True,False,0,14850.0,572.85,Alone,Service,1.0,M,False,CL,Municipal,0.072508,16642,4906,8819,193,True,False,True,Drivers,2,1,6,13.0,True,True,0.61145747,0.7467553,0.7366227,True,5.0,0
14400.0,False,False,False,True,1,34960.95,1797.75,Alone,Service,1.0,M,False,CL,Home,0.008474,12516,4128,5228,4038,True,False,False,Laborers,3,2,1,15.0,True,True,0.19070792,0.33164838,0.4974689,True,1.0,0
11250.0,True,True,True,False,0,90000.0,2644.65,Alone,Commercial,1.0,M,False,CL,Home,0.028663,15821,1914,8123,4576,True,False,False,Sales,2,2,4,15.0,True,True,0.66065395,0.51299375,0.7801436,True,3.0,0
13500.0,False,False,False,True,1,114300.0,3028.05,Alone,Commercial,1.0,M,False,CL,Home,0.025164,13440,1524,515,5076,True,False,False,Core,3,2,2,15.0,True,True,0.6336877,0.59486437,0.6738301,True,1.0,0
6750.0,False,False,True,True,1,18000.0,900.0,Alone,Commercial,1.0,M,False,RL,Municipal,0.009334,12450,1431,6434,3222,True,True,True,Sales,3,2,6,11.0,True,True,0.10831656,0.38508397,0.3556387,True,0.0,0
9000.0,True,False,False,True,0,44078.4,2830.05,Alone,Commercial,1.0,M,False,CL,Home,0.010276,9994,1427,375,699,True,False,False,Sales,2,2,2,13.0,True,True,0.25412875,0.6027181,0.7295667,True,3.0,0
29700.0,True,False,False,True,0,63882.0,4956.75,Relative,Govt Job,2.0,M,False,CL,Home,0.04622,10470,2419,4540,3154,True,False,False,Secretaries,2,1,6,16.0,True,True,0.7878946,0.6016862,0.8193177,True,2.0,0
42750.0,True,False,False,False,1,157500.0,4958.55,Alone,Commercial,1.0,M,False,CL,Home,0.032561,12559,1267,2796,675,True,True,True,Core,3,1,3,19.0,True,True,0.45655814,0.5958811,0.36227724,True,0.0,0
18000.0,False,True,False,True,0,52128.0,2840.85,Relative,Service,1.0,M,False,CL,Home,0.030755,11573,429,231,3806,True,False,False,Laborers,2,2,2,13.0,True,True,0.21987127,0.29743057,0.36061257,True,1.0,0
27000.0,False,False,False,True,0,26955.0,2173.95,Alone,Commercial,2.0,S,False,CL,Home,0.035792,12392,3546,4403,4265,True,False,False,Core,1,2,3,18.0,True,True,0.7414964,0.72478133,0.6006575,True,1.0,0
15750.0,False,True,False,True,1,101961.0,3675.15,Partner,Service,1.0,M,False,CL,Home,0.016612,11668,2328,11127,706,True,False,False,Sales,3,2,4,12.0,True,True,0.49086156,0.57201594,0.6380435,True,0.0,0
18000.0,False,False,True,True,0,162076.5,4469.85,Alone,Service,1.0,M,False,CL,Home,0.020713,17255,10325,8211,492,True,False,False,Medicine,2,3,5,11.0,True,True,0.39305562,0.49003705,0.71215516,True,2.0,0
13500.0,False,False,False,False,0,78192.0,4241.7,Alone,Commercial,1.0,M,False,CL,Home,0.019689,11592,532,6202,2334,True,False,True,Managers,2,2,4,14.0,True,True,0.2674125,0.08828026,0.08559545,True,2.0,1
10350.0,False,True,False,True,0,45000.0,2201.85,Alone,Service,1.0,S,False,CL,Home,0.018209,9959,609,4561,2650,True,False,False,Laborers,1,3,5,15.0,True,True,0.22179835,0.41459608,0.21396685,True,2.0,0
9900.0,False,True,True,False,0,44100.0,2392.2,Alone,Service,1.0,M,False,CL,Home,0.005313,9338,184,84,1573,True,False,False,Sales,2,2,1,19.0,True,True,0.3752863,0.24768916,0.2881296,True,2.0,1
6750.0,False,False,True,True,0,59848.65,1977.75,Alone,Govt Job,1.0,S,False,CL,Home,0.020246,13917,2539,7035,4493,True,False,False,Medicine,1,3,4,14.0,True,True,0.44011012,0.5776596,0.70470643,True,1.0,0
15750.0,False,True,True,True,0,55777.05,2860.65,Relative,Commercial,1.0,M,False,CL,Home,0.025164,8416,1530,386,891,True,False,False,Laborers,2,2,6,13.0,True,True,0.2939574,0.43856528,0.344155,True,2.0,0
20250.0,False,True,True,True,0,59256.0,3593.7,Alone,Service,2.0,S,False,CL,Home,0.032561,11852,2431,5740,3193,True,False,False,Core,1,1,4,18.0,True,True,0.78070366,0.6478369,0.3539876,True,1.0,0
8100.0,True,False,False,True,2,40878.0,2674.35,Relative,Service,2.0,M,False,CL,Home,0.031329,11176,2653,781,3478,True,False,False,Laborers,4,2,2,11.0,True,True,0.16363986,0.33600074,0.7281413,True,2.0,0
14850.0,False,True,True,True,0,129350.25,3556.8,Alone,Commercial,2.0,M,False,CL,Home,0.009334,20464,7220,7829,3965,True,False,False,Accountants,2,2,5,18.0,True,True,0.8921118,0.70638305,0.6848277,True,1.0,0
15750.0,False,False,False,True,0,29851.2,2965.5,Alone,Service,1.0,W,False,CL,Home,0.010643,21436,7565,8921,4935,True,False,False,Laborers,1,2,4,16.0,True,True,0.8074346,0.7587836,0.6910212,True,0.0,0
22500.0,True,False,True,False,0,49752.0,3930.75,Alone,Service,2.0,M,False,CL,Home,0.0105,11118,286,4690,3312,True,False,False,High skill tech,2,3,3,17.0,True,True,0.5347479,0.5370214,0.33445412,True,0.0,0
15750.0,False,True,False,False,2,71509.5,4706.1,Partner,Commercial,1.0,M,False,CL,Home,0.04622,9284,1649,3921,1450,True,False,False,Sales,4,1,3,19.0,True,True,0.46267462,0.60314745,0.51549536,True,3.0,0
13500.0,False,False,False,True,0,21150.0,1426.5,Alone,Service,1.0,S,False,CL,Home,0.018209,10116,1760,3968,2744,True,False,True,Sales,1,3,4,6.0,True,True,0.28026155,0.014338514,0.5208976,True,2.0,0
13500.0,False,True,True,False,1,45000.0,2889.0,Alone,Service,1.0,S,False,CL,Home,0.014464,15194,8424,2712,4996,True,True,True,Medicine,2,2,3,5.0,True,True,0.48311913,0.5703288,0.53527623,True,1.0,0
15750.0,False,False,False,True,2,16707.6,1352.25,Alone,Service,1.0,M,False,CL,Home,0.005144,12295,1415,822,4086,True,False,False,Laborers,4,2,1,16.0,True,True,0.30931693,0.3362984,0.56560796,True,2.0,0
13500.0,False,False,True,True,0,39564.0,3641.85,Alone,Commercial,2.0,M,False,CL,Home,0.030755,10799,2273,4180,3405,True,False,False,Core,2,2,5,18.0,True,True,0.33570635,0.2487583,0.68326885,True,3.0,0
31500.0,True,False,True,True,2,90000.0,4608.45,Alone,Govt Job,1.0,M,False,CL,Rental,0.025164,11879,4215,3315,4429,True,True,False,High skill tech,4,2,2,14.0,True,True,0.060809284,0.51056236,0.26786894,True,0.0,0
22500.0,False,False,False,False,0,27000.0,2835.0,Alone,Service,1.0,S,False,CL,Home,0.04622,8650,1640,3417,1266,True,True,True,Laborers,1,1,1,18.0,True,True,0.20762545,0.67134845,0.56737924,True,2.0,0
11250.0,False,False,False,False,0,16707.6,1545.3,Alone,Govt Job,2.0,M,False,CL,Home,0.035792,11019,1114,3017,1997,True,False,False,Medicine,2,2,5,9.0,True,True,0.18591303,0.6779195,0.37233368,True,4.0,0
15750.0,True,False,False,True,1,52145.1,2675.25,Alone,nan,1.0,M,False,CL,Home,0.025164,16073,7302,2214,4173,True,False,False,Laborers,3,2,4,15.0,True,True,0.4856845,0.5415635,0.6212263,True,0.0,0
41850.0,True,False,False,True,1,80798.4,3157.65,Alone,Service,1.0,M,False,CL,Home,0.04622,17718,3501,10810,1259,True,False,False,Sales,3,1,1,9.0,True,True,0.42825386,0.7121368,0.5937176,True,2.0,0
13500.0,True,False,True,True,1,45000.0,2201.85,Alone,Service,1.0,M,False,CL,Home,0.00702,10886,3017,4384,3564,True,False,False,Drivers,3,2,5,16.0,True,True,0.117699444,0.1560138,0.19070596,True,5.0,1
40500.0,True,True,True,True,0,115704.9,4406.85,Alone,Service,2.0,S,False,CL,Home,0.031329,13584,250,4090,4392,True,True,False,Accountants,1,2,5,7.0,True,True,0.72678435,0.5267041,0.4614824,True,1.0,0
18000.0,False,False,True,False,0,152820.0,5311.8,Alone,Service,1.0,M,False,CL,Home,0.003818,18184,9554,9839,1743,True,False,True,Managers,2,2,1,10.0,True,True,0.713028,0.5469929,0.13680053,True,1.0,0
9000.0,False,True,False,True,1,64800.0,3321.45,Partner,Service,1.0,M,False,CL,Home,0.026392,14842,3327,1443,4343,True,False,False,Medicine,3,2,5,11.0,True,True,0.6661511,0.6283734,0.4650692,True,1.0,0
18000.0,False,False,True,True,2,29250.0,1462.5,Alone,Service,2.0,M,False,RL,Home,0.010556,15065,252,3378,4252,True,False,False,Accountants,4,3,6,13.0,True,True,0.5479464,0.49937865,0.56737924,True,2.0,0
18000.0,False,False,False,False,1,75519.0,4896.0,Alone,Service,2.0,M,False,CL,Home,0.020713,12612,262,2063,936,True,False,False,Accountants,3,1,2,11.0,True,True,0.5962299,0.5542649,0.2707074,True,4.0,0
7785.45,False,False,True,True,0,72000.0,1899.0,Alone,Service,1.0,D,False,CL,Home,0.031329,18257,2054,8440,1790,True,True,True,High skill tech,1,2,3,8.0,True,True,0.7091491,0.74401206,0.7688076,True,0.0,0
20250.0,True,False,True,False,3,50849.55,2596.05,Alone,Service,2.0,M,False,CL,Home,0.022625,11674,1913,18,3224,True,True,False,High skill tech,5,2,5,17.0,True,True,0.4281197,0.61684924,0.778904,True,1.0,0
10800.0,False,False,True,False,2,70083.0,1861.65,Alone,Govt Job,2.0,D,False,CL,Home,0.025164,12039,3399,1327,3945,True,True,False,Core,3,2,2,8.0,True,True,0.40972656,0.45280495,0.4902575,True,2.0,0
11250.0,True,False,True,False,1,56605.5,2206.35,Alone,Commercial,2.0,M,False,CL,Home,0.025164,12676,2819,2388,3522,True,False,False,Laborers,3,2,2,15.0,True,True,0.55947065,0.26531175,0.67065173,True,3.0,0
27000.0,True,False,True,True,2,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.010006,13165,1505,863,4188,True,False,False,Laborers,4,1,5,14.0,True,True,0.4336645,0.65395856,0.7801436,True,0.0,0
18000.0,False,False,False,True,0,86879.7,3839.85,Alone,Service,2.0,M,False,CL,Home,0.031329,18826,302,6823,2053,True,False,False,Accountants,2,2,5,15.0,True,True,0.82226455,0.62152076,0.6769925,True,1.0,0
22500.0,True,True,True,True,0,100692.0,5475.15,Alone,Govt Job,2.0,M,False,CL,Home,0.00963,13355,5999,304,512,True,False,True,Managers,2,2,4,18.0,True,True,0.27765682,0.56543493,0.13680053,True,1.0,1
21600.0,False,False,True,False,0,201384.0,5550.75,Alone,Service,1.0,M,False,CL,Home,0.007274,13982,3343,1759,4223,True,False,True,Security,2,2,4,17.0,True,True,0.16271767,0.14710772,0.5460232,True,0.0,0
40500.0,True,False,True,True,1,45000.0,2250.0,Alone,Service,2.0,M,False,RL,Home,0.007114,13658,2425,2922,4523,True,False,False,Managers,3,2,5,12.0,True,True,0.5699153,0.4900917,0.7662337,True,1.0,0
17910.0,False,False,True,True,0,112950.0,4315.05,Alone,Govt Job,1.0,M,False,CL,Home,0.026392,19857,9072,4704,3415,True,True,True,Secretaries,2,2,3,10.0,True,True,0.815624,0.72648793,0.5531647,True,4.0,0
9000.0,True,False,False,True,1,31500.0,1575.0,Alone,Commercial,1.0,M,False,RL,Home,0.04622,13569,4100,1648,4246,True,False,False,Accountants,3,1,5,11.0,True,True,0.34538537,0.70846504,0.7675231,True,0.0,0
29250.0,False,False,False,True,0,75519.0,3645.9,Alone,Service,0.0,M,False,CL,Home,0.007274,12107,1656,6228,1377,True,False,True,Managers,2,2,3,10.0,True,True,0.646247,0.56074375,0.23791608,True,2.0,0
13500.0,True,True,True,False,3,70987.95,3428.1,Alone,Govt Job,2.0,M,False,CL,Home,0.006296,11374,2652,3488,3510,True,False,False,Core,5,3,5,13.0,True,True,0.32552463,0.57795835,0.39621958,True,0.0,0
9900.0,False,False,True,False,1,45450.0,1328.85,Partner,Service,1.0,M,False,CL,Municipal,0.031329,12031,4260,2971,2262,True,True,False,Core,3,2,6,9.0,True,True,0.6752426,0.50967705,0.6956219,True,1.0,1
15750.0,False,True,False,True,2,152820.0,5324.85,Alone,Service,1.0,M,False,CL,Home,0.02461,16622,7779,1373,168,True,False,True,Laborers,4,2,5,11.0,True,True,0.484139,0.6733909,0.5478105,True,2.0,0
11250.0,False,False,True,True,0,79216.2,3502.35,Alone,Service,1.0,D,False,CL,Home,0.018801,20602,2214,8379,4145,True,False,False,Medicine,1,2,2,14.0,True,True,0.69533473,0.55734223,0.42236966,True,3.0,0
22500.0,True,False,False,True,0,33247.35,2432.25,Relative,Service,1.0,M,False,CL,Home,0.011657,11883,1858,11481,1006,True,False,True,Laborers,2,1,4,18.0,True,True,0.055360723,0.56349957,0.19747451,True,2.0,1
13500.0,False,True,True,True,0,112500.0,4655.7,Alone,Service,1.0,M,False,CL,Home,0.028663,20681,13878,10061,4207,True,False,False,High skill tech,2,2,4,9.0,True,True,0.72179246,0.6345919,0.73801965,True,1.0,0
27000.0,False,False,False,True,0,176211.0,7285.05,Alone,Commercial,1.0,M,False,CL,Home,0.018029,18829,2541,9918,2365,True,False,False,Accountants,2,2,2,7.0,True,True,0.8473397,0.5113601,0.49927202,True,1.0,0
13500.0,False,False,True,True,0,100692.0,5154.3,Alone,Service,1.0,S,False,CL,Home,0.025164,14305,2692,1939,4706,True,False,False,Cleaning,1,2,5,15.0,True,True,0.42958114,0.763763,0.5549468,True,3.0,0
18000.0,False,False,False,False,1,107820.0,3152.25,Alone,Commercial,2.0,M,False,CL,Home,0.009549,12424,3094,862,3997,True,True,False,Managers,3,2,2,18.0,True,True,0.50529087,0.5695355,0.7091891,True,2.0,0
22500.0,False,True,False,True,1,22103.1,1748.7,Alone,Commercial,1.0,M,False,CL,Home,0.006233,15628,1687,3002,4564,True,False,False,Laborers,3,2,5,17.0,True,True,0.44139782,0.68470895,0.75440615,True,0.0,0
11250.0,False,False,True,False,0,18000.0,900.0,Alone,Service,2.0,S,False,RL,Home,0.009657,12764,2618,6904,4094,True,False,False,Laborers,1,2,5,18.0,True,True,0.40232292,0.6021053,0.4830502,True,0.0,0
18000.0,True,False,False,True,0,145104.75,5922.9,Alone,Commercial,2.0,S,False,CL,Home,0.011703,8613,1016,5998,1154,True,False,True,Sales,1,2,1,14.0,True,True,0.60941637,0.5548375,0.7136314,True,1.0,0
27000.0,True,True,False,True,0,28440.0,2074.05,Alone,Commercial,2.0,M,False,CL,Home,0.025164,21611,4745,2347,4209,True,False,False,High skill tech,2,2,4,12.0,True,True,0.5502335,0.517325,0.29708663,True,1.0,0
13500.0,True,True,True,True,0,24750.0,1997.1,Alone,Service,2.0,M,False,CL,Home,0.018209,18493,1340,933,2055,True,False,False,IT,2,3,5,11.0,True,True,0.72419834,0.3220122,0.5478105,True,2.0,0
8100.0,False,True,True,True,0,22500.0,1125.0,Alone,Commercial,2.0,M,False,RL,Rental,0.031329,11320,126,3492,320,True,False,False,Sales,2,2,2,16.0,True,True,0.31936422,0.11374653,0.3264752,True,1.0,0
72000.0,True,True,True,False,0,180000.0,4950.0,Alone,Commercial,2.0,M,False,CL,Home,0.003818,14748,651,3226,3486,True,True,True,Accountants,2,2,6,13.0,True,True,0.5419996,0.6946443,0.7394118,True,0.0,0
36000.0,False,False,True,True,0,112500.0,6295.05,Alone,nan,1.0,D,False,CL,Home,0.010006,16388,2394,9635,3398,True,False,False,Security,1,1,2,14.0,True,True,0.5866226,0.74043065,0.53527623,True,9.0,0
18000.0,False,True,False,True,1,44078.4,2830.05,Alone,Commercial,2.0,M,False,CL,Home,0.005084,11799,3241,5557,4322,True,False,False,Laborers,3,2,4,14.0,True,True,0.35356614,0.3886734,0.3392877,True,0.0,0
11250.0,False,True,False,True,0,45000.0,1616.4,Partner,Service,1.0,M,False,CL,Home,0.01885,14412,4408,320,4992,True,False,True,Accountants,2,2,0,11.0,True,True,0.6838963,0.44484755,0.36394525,True,2.0,0
18000.0,True,False,False,True,2,61261.2,3141.0,Alone,Govt Job,1.0,M,False,CL,Home,0.011657,13182,3596,1123,4634,True,False,False,High skill tech,4,1,5,10.0,True,True,0.8291286,0.59529644,0.5388627,True,1.0,0
15750.0,False,True,True,True,0,55358.1,3399.75,Alone,Commercial,2.0,M,False,CL,Home,0.014464,10392,2400,423,749,True,False,False,Core,2,2,2,5.0,True,True,0.4979189,0.6418523,0.57620883,True,1.0,0
22500.0,True,False,False,False,1,75519.0,3632.85,Alone,Commercial,1.0,M,False,CL,Home,0.072508,15037,636,4468,2694,True,True,True,Managers,3,1,1,12.0,True,True,0.33820656,0.7454214,0.25670558,True,4.0,0
18000.0,False,False,True,True,0,18000.0,900.0,Relative,Service,1.0,M,False,RL,Home,0.00733,19194,2514,9177,2755,True,False,False,Laborers,2,2,5,11.0,True,True,0.4328918,0.625371,0.30467218,True,0.0,0
22500.0,False,False,False,False,0,52128.0,3485.25,Alone,Govt Job,1.0,M,False,CL,Home,0.009334,14571,3529,7582,5146,True,True,False,Medicine,2,2,1,14.0,True,True,0.40481657,0.6435847,0.5954562,True,0.0,0
18000.0,False,True,True,True,0,45000.0,3057.3,Alone,Commercial,1.0,S,False,CL,Home,0.010006,13933,2719,1844,4615,True,True,False,Laborers,1,2,1,11.0,True,True,0.17271206,0.64326864,0.6785677,True,2.0,0
11700.0,True,True,False,True,0,24750.0,2461.05,Relative,Commercial,1.0,M,False,CL,Home,0.026392,16226,3312,10328,4664,True,False,True,High skill tech,2,2,5,18.0,True,True,0.9129388,0.6376744,0.13680053,True,9.0,0
11250.0,False,True,False,True,0,23985.0,2300.85,Alone,Service,1.0,D,False,CL,Home,0.019101,17493,195,9746,1047,True,False,True,Drivers,1,2,4,10.0,True,True,0.46910173,0.5939154,0.6910212,True,0.0,0
13500.0,False,False,True,False,0,22500.0,2423.25,Relative,Commercial,2.0,M,False,CL,Home,0.025164,11094,2150,7358,3764,True,False,False,Core,2,2,0,13.0,True,True,0.23761082,0.3463963,0.5744466,True,2.0,0
22500.0,True,False,True,True,0,64008.0,3126.15,Relative,Service,1.0,S,False,CL,Home,0.072508,12672,327,6793,7,True,False,True,Laborers,1,1,5,13.0,True,True,0.15117131,0.53069264,0.56560796,True,0.0,0
11250.0,False,False,True,True,0,22500.0,1125.0,Relative,Service,1.0,D,False,RL,Home,0.006296,19127,122,8227,2667,True,False,False,Secretaries,1,3,5,16.0,True,True,0.57199836,0.51921946,0.75037515,True,0.0,0
15750.0,True,True,True,False,0,24750.0,1166.85,Alone,Commercial,2.0,M,False,CL,Home,0.030755,13310,3433,1141,1889,True,False,False,Accountants,2,2,1,17.0,True,True,0.53117025,0.6341709,0.6561584,True,5.0,0
11250.0,False,True,False,True,3,65250.0,2117.7,Alone,Service,1.0,M,False,CL,Home,0.028663,16611,1507,3012,137,True,False,False,Laborers,5,2,5,10.0,True,True,0.40569222,0.22650687,0.074460685,True,1.0,1
22500.0,True,False,False,True,0,125640.0,4065.75,Alone,Service,1.0,M,False,CL,Home,0.008019,17657,1766,2859,1205,True,False,True,Laborers,2,2,6,11.0,True,True,0.768223,0.76341957,0.48845518,True,4.0,0
18000.0,False,True,False,True,1,13500.0,1348.2,Relative,Service,2.0,D,False,CL,Home,0.072508,14360,2983,1275,1510,True,True,True,Core,2,1,6,20.0,True,True,0.843972,0.47992185,0.3842068,True,0.0,0
13500.0,True,True,False,True,0,26368.65,2478.15,Alone,Govt Job,1.0,M,False,CL,Home,0.025164,20970,11939,1032,4135,True,True,False,Managers,2,2,1,14.0,True,True,0.7559843,0.64685845,0.7610264,True,0.0,0
13500.0,False,False,True,True,0,35550.0,1805.85,Alone,Service,1.0,S,False,CL,Home,0.028663,10579,1536,4765,3231,True,False,False,Laborers,1,2,4,14.0,True,True,0.24600983,0.7415848,0.5118918,True,0.0,0
13500.0,False,False,False,True,2,22500.0,2436.3,Relative,Service,2.0,M,False,CL,Home,0.003541,10201,101,2745,2855,True,False,False,Cooking,4,1,3,13.0,True,True,0.14148071,0.67325145,0.33125088,True,0.0,0
13500.0,False,True,True,True,0,49500.0,3614.85,Alone,Service,1.0,M,False,CL,Home,0.028663,12148,787,5241,3477,True,False,False,Core,2,2,1,12.0,True,True,0.32717645,0.6486895,0.09758161,True,1.0,0
22500.0,False,False,False,True,0,71509.5,4810.95,Alone,Service,1.0,M,False,CL,Home,0.018029,19005,3639,7238,2556,True,False,False,Core,2,2,5,12.0,True,True,0.7077396,0.6273822,0.52449644,True,3.0,0
22500.0,False,True,False,True,2,67500.0,2837.7,Alone,Service,2.0,M,False,CL,Home,0.010006,12644,1648,2347,1053,True,True,True,Accountants,4,1,5,9.0,True,True,0.7104637,0.56515014,0.7713616,True,3.0,0
22500.0,False,True,True,True,0,29138.4,2300.85,Alone,Commercial,1.0,S,False,CL,Home,0.010006,10983,948,4683,3388,True,False,False,Cooking,1,1,3,15.0,True,True,0.32178432,0.3115158,0.41709965,True,6.0,0
29250.0,True,False,True,False,1,157500.0,4331.25,Alone,Service,1.0,M,False,CL,Home,0.04622,14271,2158,2234,4581,True,True,True,Laborers,3,1,5,10.0,True,True,0.7651778,0.71709585,0.6313545,True,2.0,0
4500.0,False,False,True,True,0,9891.0,805.95,Alone,Service,1.0,W,False,CL,Home,0.020713,17232,4955,11381,789,True,False,False,Security,1,3,1,8.0,True,True,0.87158114,0.26563582,0.29859498,True,0.0,0
22500.0,False,False,False,True,0,11512.8,1138.5,Alone,Service,1.0,D,False,CL,Home,0.02461,23416,1253,577,5061,True,False,False,Sales,1,2,5,12.0,True,True,0.8538233,0.6549229,0.3264752,True,8.0,0
18000.0,True,False,True,True,0,34200.0,1519.2,Alone,Commercial,1.0,M,False,CL,Home,0.007274,13220,1776,1510,194,True,False,False,Drivers,2,2,2,17.0,True,True,0.77761453,0.52233565,0.7713616,True,6.0,0
11250.0,True,False,True,False,1,27000.0,1350.0,Alone,Commercial,2.0,M,False,RL,Home,0.00702,9076,2142,666,1766,True,False,False,Sales,3,2,6,14.0,True,True,0.58710265,0.7365539,0.7295667,True,0.0,0
9900.0,False,False,False,True,1,107820.0,3491.1,Alone,Govt Job,2.0,M,False,CL,Home,0.00496,14524,3643,824,4821,True,False,True,Core,3,2,1,16.0,True,True,0.5589499,0.7578859,0.6195277,True,0.0,0
16650.0,False,False,True,False,0,14391.0,1623.6,Alone,Commercial,2.0,S,False,CL,Home,0.011657,10599,2158,1835,3086,True,False,False,Managers,1,1,2,14.0,True,True,0.37468135,0.78212655,0.17456427,True,5.0,0
11250.0,False,False,False,True,0,15750.0,787.5,Alone,Commercial,1.0,M,False,RL,Home,0.014464,14591,141,783,4317,True,True,True,Security,2,2,1,5.0,True,True,0.14150755,0.24534956,0.26504943,True,0.0,0
22500.0,True,False,True,True,0,74542.95,3819.15,Alone,Govt Job,2.0,M,False,CL,Home,0.002042,20753,12260,1794,3972,True,False,False,Managers,2,3,5,14.0,True,True,0.6287431,0.69766474,0.57091653,True,2.0,0
15750.0,False,True,False,True,0,40500.0,2025.0,Alone,Service,1.0,S,False,RL,Home,0.0228,17594,5025,2208,1133,True,False,False,Laborers,1,2,4,14.0,True,True,0.71114874,0.6341963,0.4758499,True,2.0,0
27000.0,False,False,True,False,0,54504.0,1970.55,Alone,Commercial,1.0,M,False,CL,Home,0.032561,18712,955,8531,2247,True,False,False,Cooking,2,1,3,16.0,True,True,0.30738458,0.7015434,0.47225335,True,4.0,0
13500.0,False,False,False,False,1,81000.0,3212.1,Alone,Service,1.0,M,False,CL,Home,0.005144,13594,2625,6718,4387,True,True,True,Laborers,3,2,0,15.0,True,True,0.7088938,0.103243835,0.32489124,True,2.0,0
9000.0,True,True,False,True,0,17632.8,1178.1,Alone,Commercial,2.0,M,False,CL,Home,0.018801,11590,2683,5667,1447,True,False,False,Core,2,2,6,9.0,True,True,0.21620902,0.51322323,0.37910047,True,1.0,0
24750.0,False,True,False,True,0,15357.6,1039.05,Alone,Commercial,1.0,M,False,CL,Home,0.02461,14080,2576,8105,4161,True,False,False,Laborers,2,2,4,13.0,True,True,0.1589644,0.6883373,0.07201319,True,4.0,1
20250.0,False,False,True,True,0,54504.0,2664.0,Relative,Service,1.0,D,False,CL,Home,0.008575,17588,1436,1331,1120,True,False,True,Cooking,1,2,2,18.0,True,True,0.70535517,0.3588854,0.000527265,True,0.0,0
67500.0,True,False,False,False,1,228067.2,8464.95,Alone,Commercial,2.0,M,False,CL,Home,0.032561,13585,1356,1906,4398,True,False,False,IT,3,1,6,14.0,True,True,0.59825414,0.7274385,0.30927536,True,3.0,0
23400.0,False,True,False,True,0,44805.6,2191.95,Alone,nan,2.0,M,False,CL,Home,0.022625,16211,326,64,4864,True,False,False,Managers,2,2,4,14.0,True,True,0.645677,0.6757192,0.16942872,True,3.0,1
13500.0,False,False,True,False,1,52128.0,2368.35,Alone,Service,1.0,M,False,CL,Home,0.020713,13682,2336,3896,4277,True,False,False,Laborers,3,3,1,13.0,True,True,0.43107203,0.7396356,0.52449644,True,2.0,0
13500.0,False,False,False,True,0,55527.3,1804.05,Alone,nan,1.0,D,False,CL,Home,0.035792,13067,1208,503,3986,True,False,False,Sales,1,2,5,10.0,True,True,0.32803515,0.3585685,0.59892625,True,0.0,0
18000.0,True,False,False,False,0,67500.0,3459.6,Alone,Service,2.0,M,False,CL,Home,0.022625,20718,170,3253,4252,True,False,False,Drivers,2,2,1,15.0,True,True,0.6000862,0.77793175,0.6848277,True,3.0,0
22500.0,False,False,False,False,0,28440.0,1851.3,Alone,Commercial,1.0,D,False,CL,Home,0.025164,12195,186,3113,4457,True,False,False,Managers,1,2,3,10.0,True,True,0.45540255,0.7123564,0.48665315,True,1.0,0
13500.0,True,False,True,True,1,111384.0,4430.25,Alone,Commercial,1.0,M,False,CL,Home,0.006629,18130,5134,4007,1650,True,False,False,Laborers,3,2,1,10.0,True,True,0.7203809,0.49896318,0.6212263,True,0.0,0
20250.0,True,False,True,False,0,102474.0,5245.2,Alone,Commercial,1.0,M,False,CL,Family,0.010006,8235,509,1441,260,True,False,False,Laborers,2,1,3,14.0,True,True,0.25831145,0.5147746,0.36227724,True,0.0,0
18000.0,False,False,False,True,0,130500.0,3828.6,Alone,Service,0.0,W,False,CL,Home,0.032561,16803,2227,5992,339,True,True,True,Cleaning,1,1,3,21.0,True,True,0.7960894,0.73481053,0.73801965,True,6.0,0
9000.0,False,False,True,False,1,28425.6,2824.2,Alone,Service,1.0,M,False,CL,Family,0.016612,10000,1736,4119,2533,True,True,True,Drivers,3,2,1,11.0,True,True,0.21227172,0.5232686,0.3996756,True,0.0,0
13500.0,True,False,False,False,0,106741.8,3133.8,Alone,Commercial,2.0,M,False,CL,Home,0.020246,10511,305,5398,3180,True,False,False,IT,2,3,3,13.0,True,True,0.41659114,0.5038341,0.6971469,True,3.0,0
11250.0,True,True,False,False,0,31276.8,2237.4,Alone,Service,2.0,M,False,CL,Home,0.035792,16996,1427,9295,530,True,False,False,Sales,2,2,2,15.0,True,True,0.6865389,0.72516936,0.68793285,True,2.0,0
9900.0,False,False,True,False,1,28440.0,1071.9,Alone,Service,1.0,M,False,CL,Home,0.010147,9730,1394,8762,2413,True,True,True,High skill tech,3,2,2,15.0,True,True,0.10444062,0.11121865,0.14199154,True,0.0,0
9000.0,False,False,False,True,1,29138.4,2085.3,Alone,nan,2.0,M,False,CL,Home,0.030755,14536,713,3438,4169,True,False,False,Sales,3,2,3,16.0,True,True,0.79779875,0.38395575,0.7992968,True,2.0,0
13500.0,True,False,True,False,2,45000.0,2201.85,Alone,Service,1.0,M,False,CL,Home,0.026392,10964,2196,4673,3546,True,False,False,Drivers,4,2,6,15.0,True,True,0.2892937,0.6986278,0.52629495,True,0.0,0
7650.0,False,False,False,True,1,27796.95,1047.6,Alone,Service,1.0,M,False,CL,Home,0.008019,12947,2978,3239,4051,True,False,False,Laborers,3,2,1,13.0,True,True,0.3733651,0.34510523,0.33445412,True,3.0,0
9000.0,False,False,True,False,1,84651.75,3741.75,Others,Service,1.0,M,False,CL,Home,0.010032,13474,3600,7587,4368,True,False,True,Sales,3,2,2,9.0,True,True,0.47347605,0.3855501,0.58674,True,2.0,0
15750.0,False,True,False,False,0,112950.0,4056.75,Alone,Service,1.0,D,False,CL,Home,0.008019,19420,1129,7092,2937,True,False,True,Sales,1,2,0,16.0,True,True,0.40816897,0.3613293,0.2636468,True,1.0,0
27000.0,False,True,False,True,1,51304.05,5087.25,Partner,Commercial,1.0,M,False,CL,Home,0.011703,13679,4391,7086,4524,True,False,False,Accountants,3,2,4,18.0,True,True,0.5412117,0.5943004,0.735221,True,3.0,0
13500.0,False,True,True,True,1,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.010006,11639,2909,918,1116,True,False,False,Managers,3,1,5,15.0,True,True,0.612807,0.67379,0.4920601,True,0.0,0
13500.0,False,False,False,True,0,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.008575,10296,2599,9249,2943,True,False,False,Accountants,2,2,5,17.0,True,True,0.3844565,0.68001676,0.53348166,True,0.0,0
22500.0,True,True,False,True,1,157500.0,4344.3,Alone,Commercial,2.0,M,False,CL,Family,0.01452,10145,2115,257,18,True,False,False,Core,3,2,1,10.0,True,True,0.45888826,0.44429678,0.39794633,True,0.0,0
22500.0,False,False,True,False,2,90000.0,2644.65,Relative,Service,1.0,M,False,CL,Home,0.035792,14600,580,2942,4686,True,True,True,Drivers,4,2,4,10.0,True,True,0.2909905,0.55157834,0.42236966,True,0.0,0
33750.0,True,False,True,True,0,118512.0,3929.85,Alone,Commercial,2.0,S,False,CL,Home,0.035792,12293,4402,6417,4163,True,False,False,High skill tech,1,2,3,15.0,True,True,0.6639891,0.68367887,0.5602843,True,0.0,0
15750.0,False,False,False,True,1,46915.2,2557.8,Alone,Service,1.0,M,False,CL,Shared,0.009549,15325,4261,7948,4447,True,False,False,Managers,3,2,4,17.0,True,True,0.6843586,0.5807508,0.7490217,True,3.0,0
12600.0,False,False,False,False,1,108000.0,3879.0,Alone,Govt Job,2.0,M,False,CL,Home,0.020713,14909,1645,8932,5250,True,True,True,Managers,3,2,4,5.0,True,True,0.8364044,0.35046718,0.44539624,True,2.0,0
36000.0,True,True,False,False,2,45000.0,4450.95,Alone,Govt Job,1.0,M,False,CL,Home,0.014464,14268,5813,2313,2709,True,True,False,Laborers,4,2,5,6.0,True,True,0.29585797,0.104876846,0.6161217,True,4.0,0
20250.0,False,False,False,False,1,61261.2,2960.1,Alone,Govt Job,2.0,M,False,CL,Family,0.04622,12096,575,6242,4336,True,False,False,Drivers,3,1,0,14.0,True,True,0.787936,0.76050043,0.56560796,True,1.0,0
10350.0,True,False,False,True,1,26955.0,1475.1,Alone,Commercial,2.0,M,False,CL,Home,0.018209,10180,1255,4266,2157,True,False,True,Laborers,3,3,4,9.0,True,True,0.12736838,0.4429043,0.45610973,True,1.0,0
18000.0,True,False,False,False,0,222025.95,5869.8,Relative,Service,1.0,M,False,CL,Home,0.008575,16253,764,8768,4332,True,False,False,Laborers,2,2,2,10.0,True,True,0.3260372,0.43302193,0.63970757,True,0.0,0
12600.0,False,True,True,False,0,20771.1,1643.85,Partner,Service,1.0,M,False,CL,Municipal,0.04622,10445,1517,1828,3115,True,False,True,Laborers,2,1,2,18.0,True,True,0.180617,0.68841237,0.52449644,True,1.0,0
27000.0,False,True,False,True,0,147033.0,5844.15,Alone,Commercial,2.0,M,False,CL,Home,0.031329,21058,2749,9578,4291,True,False,True,Accountants,2,2,5,7.0,True,True,0.86456937,0.6554465,0.7530674,True,0.0,0
51750.0,True,True,True,True,0,208512.0,7260.75,Alone,Service,1.0,M,False,CL,Home,0.072508,19281,1534,8079,2807,True,False,True,Drivers,2,1,3,10.0,True,True,0.6477047,0.65038204,0.6006575,True,1.0,0
18000.0,True,False,True,True,0,108000.0,4296.15,Alone,nan,2.0,M,False,CL,Home,0.028663,19433,9083,4504,2938,True,False,False,Private service,2,2,1,11.0,True,True,0.7588638,0.5486775,0.5797274,True,0.0,0
13500.0,False,False,True,True,1,104256.0,5567.4,Alone,Commercial,1.0,M,False,CL,Home,0.011657,15441,746,7975,2822,True,False,True,Laborers,3,1,3,15.0,True,True,0.45384428,0.67057604,0.71949077,True,2.0,0
22500.0,True,False,False,True,1,49752.0,5371.2,Relative,Service,2.0,M,False,CL,Home,0.020246,10879,2236,1867,3504,True,False,False,Accountants,3,3,2,10.0,True,True,0.4847682,0.17378733,0.5954562,True,1.0,0
13500.0,True,True,True,True,2,66150.0,2802.6,Alone,Commercial,1.0,M,False,CL,Home,0.011703,15414,2687,4190,4189,True,False,False,Laborers,4,2,6,14.0,True,True,0.511607,0.29666346,0.5190973,True,3.0,0
33750.0,False,False,True,True,0,52128.0,3539.25,Alone,Service,2.0,M,False,CL,Home,0.010147,13070,350,307,5133,True,False,False,Accountants,2,2,3,18.0,True,True,0.6533356,0.6129241,0.30010775,True,6.0,0
20250.0,True,False,True,False,0,127192.95,5057.1,Relative,Service,2.0,M,False,CL,Home,0.025164,11056,1167,1266,3283,True,False,False,Core,2,2,2,11.0,True,True,0.55891937,0.38089317,0.57091653,True,4.0,0
11250.0,True,True,True,False,2,112500.0,2967.75,Alone,Commercial,2.0,M,False,CL,Home,0.010276,12014,373,3016,3435,True,False,False,Core,4,2,6,17.0,True,True,0.80104595,0.6692317,0.7490217,True,0.0,0
31500.0,True,True,True,True,0,90000.0,3515.85,Relative,Service,2.0,M,False,CL,Home,0.026392,11425,1327,1060,4105,True,False,False,Accountants,2,2,6,14.0,True,True,0.16883673,0.46778098,0.45789954,True,3.0,0
22500.0,False,False,True,True,2,171000.0,4702.5,Alone,Service,2.0,M,False,CL,Home,0.028663,13020,256,304,4895,True,False,False,Core,4,2,6,11.0,True,True,0.5555215,0.59490126,0.59892625,True,2.0,0
13500.0,False,True,False,True,0,76500.0,2236.5,Alone,Commercial,2.0,M,False,CL,Home,0.010276,15810,2887,4785,4781,True,False,False,High skill tech,2,2,6,13.0,True,True,0.79099774,0.68204033,0.56737924,True,4.0,0
13500.0,False,False,True,True,0,80865.0,2983.95,Alone,Service,1.0,M,False,CL,Home,0.010276,16933,1805,4437,475,True,False,False,Waiters/barmen,2,2,1,11.0,True,True,0.6656063,0.5566893,0.79226446,True,5.0,0
18000.0,False,False,True,False,0,6750.0,726.75,Relative,Service,1.0,S,False,CL,Home,0.072508,11000,2305,677,2346,True,False,True,Accountants,1,1,3,13.0,True,True,0.6072555,0.3696917,0.47944897,True,4.0,0
11250.0,True,True,False,False,1,76022.55,3015.0,Alone,Service,1.0,M,False,CL,Home,0.020713,17584,279,718,1135,True,True,False,Core,3,2,5,14.0,True,True,0.862232,0.59909964,0.37064964,True,2.0,0
11250.0,False,True,True,False,1,154602.0,4091.4,Alone,nan,2.0,M,False,CL,Family,0.018801,13074,2705,4311,1232,True,True,False,Core,3,2,6,11.0,True,True,0.5160719,0.5783797,0.5954562,True,0.0,0
11250.0,False,False,False,False,1,13500.0,675.0,Relative,Service,1.0,M,False,RL,Home,0.010006,10547,2913,1088,123,True,False,True,Core,3,2,1,16.0,True,True,0.16908373,0.35769886,0.5937176,True,0.0,0
40500.0,False,False,True,True,0,207880.2,10573.2,Alone,Commercial,2.0,S,False,CL,Home,0.04622,9979,2584,3564,1065,True,False,False,Managers,1,1,1,16.0,True,True,0.26737443,0.75289994,0.6313545,True,0.0,0
17100.0,False,False,True,True,0,56605.5,1735.2,Alone,Govt Job,2.0,S,False,CL,Home,0.032561,16922,1091,10179,468,True,False,True,Core,1,1,3,13.0,True,True,0.90196806,0.78340566,0.23401517,True,1.0,0
22500.0,True,True,True,True,0,45450.0,1925.55,Relative,Commercial,1.0,M,False,CL,Home,0.01885,14570,3732,3435,4239,True,True,True,Private service,2,2,1,12.0,True,True,0.5040623,0.66654456,0.16942872,True,1.0,0
18000.0,True,True,True,True,3,75519.0,3868.65,Alone,Service,1.0,M,False,CL,Home,0.019101,11964,116,228,1141,True,False,False,Laborers,5,2,5,17.0,True,True,0.2890139,0.68544966,0.51369375,True,0.0,0
20250.0,True,True,False,True,1,38815.2,1593.9,Relative,Service,1.0,M,False,CL,Home,0.018634,12404,167,6484,4498,True,False,True,Laborers,3,2,2,10.0,True,True,0.7221562,0.4165399,0.8050197,True,1.0,0
13950.0,False,False,True,True,0,18846.0,842.85,Alone,Service,1.0,W,False,CL,Home,0.008575,15183,443,7199,2338,True,False,False,Private service,1,2,4,18.0,True,True,0.68184996,0.7359382,0.5513813,True,3.0,0
9000.0,False,False,True,True,1,28440.0,1645.65,Alone,Service,1.0,M,False,CL,Home,0.006305,15844,1864,6011,4177,True,False,False,Laborers,3,3,2,3.0,True,True,0.3944356,0.6190743,0.7713616,True,0.0,0
22500.0,True,False,True,True,0,151541.55,4180.05,Alone,Service,1.0,M,False,CL,Home,0.030755,16511,3148,2288,52,True,False,False,Laborers,2,2,1,12.0,True,True,0.56961626,0.6631483,0.5513813,True,0.0,0
12600.0,True,False,True,True,1,13500.0,675.0,Relative,Service,1.0,M,False,RL,Home,0.008625,16330,990,5437,3981,True,True,True,Laborers,3,2,0,17.0,True,True,0.5467966,0.6454335,0.7688076,True,4.0,0
20250.0,True,True,True,True,0,83250.0,5585.85,Alone,Service,1.0,M,False,CL,Home,0.035792,10886,1315,610,3548,True,True,False,Laborers,2,2,4,14.0,True,True,0.3308647,0.65432465,0.6479769,True,1.0,0
18450.0,False,False,False,False,0,90000.0,5764.95,Alone,Commercial,1.0,M,False,CL,Municipal,0.072508,16123,8683,10228,5019,True,True,True,Core,2,1,5,14.0,True,True,0.7105037,0.76293737,0.57796913,True,2.0,0
18900.0,False,False,True,True,1,65332.8,2120.4,Alone,Commercial,1.0,M,False,CL,Home,0.032561,16002,2297,10037,4690,True,False,True,HR,3,1,2,18.0,True,True,0.8524066,0.804511,0.5726825,True,8.0,0
14400.0,False,False,False,False,0,39788.1,2234.7,Alone,Commercial,1.0,S,False,CL,Home,0.022625,14724,1761,8672,1216,True,False,False,Waiters/barmen,1,2,2,11.0,True,True,0.33851528,0.7813766,0.5797274,True,1.0,0
27000.0,False,False,True,True,1,131211.0,5216.85,Alone,Service,2.0,M,False,CL,Home,0.010006,14272,930,2384,5572,True,False,True,Core,3,1,2,15.0,True,True,0.7108872,0.79126614,0.7610264,True,0.0,0
15750.0,False,False,True,False,1,93830.4,3651.75,Alone,Service,2.0,M,False,CL,Home,0.018634,13549,2877,2645,5587,True,False,True,Accountants,3,2,3,11.0,True,True,0.69410115,0.75153863,0.4294237,True,4.0,1
36000.0,True,True,True,True,0,32346.0,2789.1,Alone,Commercial,2.0,S,False,CL,Family,0.007274,9775,1174,4541,2427,True,False,False,High skill tech,1,2,1,18.0,True,True,0.7923099,0.5798454,0.21762852,True,3.0,0
8100.0,True,False,False,True,1,24750.0,1237.5,Alone,Commercial,2.0,M,False,RL,Home,0.02461,11923,1553,5396,3792,True,False,False,Sales,3,2,2,10.0,True,True,0.41881642,0.469627,0.48124933,True,1.0,0
22500.0,True,False,False,True,1,29977.2,1565.1,Alone,Commercial,1.0,M,False,CL,Home,0.007274,12098,2967,6179,877,True,False,False,Sales,3,2,1,15.0,True,True,0.4309723,0.4696978,0.21762852,True,0.0,0
31500.0,True,False,True,False,0,78192.0,3623.4,Alone,Commercial,1.0,M,False,CL,Home,0.04622,15971,268,7107,118,True,False,False,Sales,2,1,4,11.0,True,True,0.62877613,0.6919101,0.6212263,True,0.0,0
13500.0,False,False,True,True,0,73001.7,3740.4,Relative,Service,1.0,M,False,CL,Home,0.00496,11840,1789,1024,4193,True,False,True,Cooking,2,2,5,14.0,True,True,0.31787694,0.68269444,0.5797274,True,0.0,0
31500.0,False,True,True,False,1,75519.0,4096.8,Alone,Service,1.0,M,False,CL,Family,0.020713,10090,383,3236,316,True,False,False,Drivers,3,3,4,15.0,True,True,0.2032779,0.31554458,0.47225335,True,3.0,0
22500.0,True,False,True,False,0,112500.0,3302.55,Alone,Commercial,1.0,M,False,CL,Home,0.0228,17572,1099,8662,1122,True,False,False,Managers,2,2,4,11.0,True,True,0.45288697,0.5829056,0.24451639,True,0.0,0
22500.0,True,True,False,True,0,98329.95,4179.15,Alone,Service,2.0,S,False,CL,Home,0.022625,18141,109,2195,1664,True,False,False,Sales,1,2,3,13.0,True,True,0.55626565,0.6829265,0.6594055,True,1.0,0
9000.0,False,True,True,False,0,49500.0,1648.8,Alone,Service,1.0,M,False,CL,Home,0.030755,13757,2039,6973,4004,True,False,False,Laborers,2,2,2,11.0,True,True,0.5740465,0.6593571,0.61782616,True,4.0,0
13500.0,False,False,False,False,0,52649.1,2687.4,Alone,Service,1.0,S,False,CL,Home,0.008625,14278,1932,7571,4326,True,False,False,Laborers,1,2,5,14.0,True,True,0.274993,0.34850842,0.3825018,True,0.0,0
13500.0,False,False,False,True,1,45872.55,3116.25,Alone,Service,1.0,S,False,CL,Home,0.005084,13143,4920,7122,4075,True,True,True,Laborers,2,2,4,10.0,True,True,0.1372475,0.36089543,0.7281413,True,0.0,0
24750.0,False,True,False,True,0,33183.45,1474.65,Alone,Service,1.0,M,False,CL,Home,0.010147,16951,7137,7849,491,True,False,False,Core,2,2,0,10.0,True,True,0.5699478,0.6604025,0.757069,True,0.0,0
18450.0,True,False,True,False,1,51192.0,1480.05,Alone,Service,1.0,M,False,CL,Home,0.010643,8910,332,7432,1567,True,False,False,Cooking,3,2,2,16.0,True,True,0.076659776,0.5501392,0.3264752,True,1.0,0
22500.0,False,True,False,True,0,39801.6,3682.8,Alone,Commercial,2.0,S,False,CL,Home,0.072508,11118,226,5510,3771,True,False,True,Secretaries,1,1,6,12.0,True,True,0.7407026,0.72114176,0.47764915,True,3.0,0
12600.0,False,False,True,True,2,73557.9,3768.75,Alone,Service,2.0,M,False,CL,Home,0.010006,10974,2151,179,2766,True,False,False,Sales,4,1,3,13.0,True,True,0.3303717,0.6018853,0.35069585,True,0.0,0
9000.0,True,False,True,False,0,18244.8,2178.0,Alone,Service,1.0,S,False,CL,Rental,0.019101,10280,1568,3918,2962,True,False,False,Drivers,1,2,6,10.0,True,True,0.12906584,0.47489715,0.6561584,True,3.0,0
20250.0,False,True,False,True,2,54734.4,3069.0,Alone,Service,2.0,M,False,CL,Home,0.006629,14762,1078,3304,4045,True,False,True,Core,4,2,4,6.0,True,True,0.44503635,0.61572707,0.69409263,True,0.0,0
9000.0,False,False,True,False,1,67500.0,2177.55,Alone,Service,2.0,M,False,CL,Home,0.006008,14210,6273,2626,4387,True,True,True,Core,3,2,2,7.0,True,True,0.68403006,0.6750864,0.2692858,True,1.0,0
12600.0,True,False,True,True,0,45000.0,2250.0,Alone,Service,1.0,M,False,RL,Home,0.018029,19778,346,8424,3311,True,False,False,Laborers,2,3,5,5.0,True,True,0.554181,0.640947,0.6894792,True,0.0,0
22500.0,False,False,False,False,2,132547.5,5483.25,Partner,Govt Job,2.0,M,False,CL,Municipal,0.04622,10420,3636,1752,2027,True,False,False,High skill tech,4,1,3,15.0,True,True,0.17868637,0.46702975,0.4650692,True,2.0,0
16650.0,True,True,False,False,0,88200.0,2592.0,Alone,Service,1.0,M,False,CL,Home,0.020713,17776,1042,7077,1304,True,False,True,Laborers,2,2,4,15.0,True,True,0.5655289,0.5249539,0.6127042,True,5.0,0
15750.0,True,False,True,True,0,67500.0,2677.05,Alone,Govt Job,2.0,M,False,CL,Home,0.001333,19191,9015,10316,1345,True,False,True,Core,2,3,3,8.0,True,True,0.7511848,0.3878372,0.59892625,True,4.0,0
23400.0,True,True,False,True,1,101649.6,3372.3,Alone,Service,1.0,M,False,CL,Home,0.018634,11949,564,11949,3820,True,False,False,Drivers,3,2,3,16.0,True,True,0.5145795,0.7726595,0.7801436,True,0.0,0
13500.0,False,False,True,True,1,32038.2,1648.8,Alone,Service,1.0,M,False,CL,Home,0.010147,11586,1751,883,3826,True,False,False,Core,3,2,3,14.0,True,True,0.45875436,0.4761188,0.5064842,True,7.0,0
11250.0,False,False,True,True,0,22500.0,1125.0,Alone,Service,1.0,M,False,RL,Home,0.028663,9192,1359,3990,428,True,True,False,Laborers,2,2,3,16.0,True,True,0.23969555,0.6838302,0.6722429,True,0.0,0
18000.0,False,False,False,True,1,157500.0,4344.3,Alone,Govt Job,1.0,M,False,CL,Home,0.032561,10185,1935,1601,2855,True,False,False,Core,3,1,2,17.0,True,True,0.60714376,0.54758346,0.33125088,True,0.0,0
13500.0,True,True,True,False,2,89107.2,3546.9,Alone,Service,1.0,S,False,CL,Home,0.020246,15999,3924,8525,4213,True,False,False,Drivers,3,3,4,7.0,True,True,0.33229682,0.35855845,0.62799084,True,3.0,0
9000.0,False,False,False,False,0,35204.4,1327.05,Alone,Service,1.0,D,False,CL,Home,0.02461,14862,2355,4910,4329,True,False,True,Sales,1,2,5,12.0,True,True,0.52006215,0.7590116,0.5602843,True,2.0,0
14850.0,True,True,True,True,0,112500.0,3302.55,Alone,Govt Job,1.0,M,False,CL,Home,0.004849,11252,3578,107,3935,True,False,False,Security,2,2,4,15.0,True,True,0.4035521,0.3553861,0.23922628,True,0.0,0
14400.0,True,False,True,True,1,13032.0,1348.2,Alone,Service,2.0,S,False,CL,Home,0.006008,14488,2206,8629,4719,True,False,False,Core,2,2,4,10.0,True,True,0.68794674,0.68996286,0.66745776,True,1.0,0
14400.0,False,False,False,True,0,154602.0,4533.3,Alone,Service,2.0,M,False,CL,Home,0.022625,16457,2663,4288,0,True,True,True,Core,2,2,2,15.0,True,True,0.5974338,0.78997743,0.6195277,True,3.0,0
11250.0,False,False,False,False,1,32400.0,3010.95,Alone,Service,2.0,M,False,CL,Home,0.020246,16803,1173,7981,353,True,False,True,Core,3,3,5,12.0,True,True,0.8631169,0.53383934,0.6722429,True,2.0,0
13500.0,False,False,True,True,0,67500.0,5223.6,Alone,Commercial,2.0,M,False,CL,Home,0.00496,20898,5307,11653,4375,True,False,True,Managers,2,2,3,19.0,True,True,0.9068167,0.7209394,0.7713616,True,1.0,0
9000.0,True,False,False,True,0,9000.0,734.4,Alone,Govt Job,2.0,S,False,CL,Home,0.006296,9004,953,3657,1677,True,False,False,Accountants,1,3,1,12.0,True,True,0.4772259,0.6797693,0.5814837,True,2.0,0
23670.0,True,False,True,True,2,75519.0,3645.9,Alone,Commercial,1.0,M,False,CL,Home,0.0228,8678,2043,3512,1364,True,False,False,Laborers,4,2,0,13.0,True,True,0.45698804,0.3326719,0.31236538,True,6.0,0
8100.0,False,True,False,True,2,24750.0,1237.5,Alone,Service,2.0,M,False,RL,Home,0.020246,11817,1122,3325,4063,True,False,True,Laborers,4,3,4,9.0,True,True,0.36207858,0.3725753,0.63303167,True,1.0,0
31500.0,False,True,False,True,1,112500.0,3985.65,Relative,Service,2.0,S,False,CL,Home,0.028663,13227,1534,2854,3935,True,False,False,Accountants,2,2,3,13.0,True,True,0.42262954,0.56973386,0.4902575,True,0.0,0
15750.0,False,False,True,True,0,197107.2,6864.3,Alone,Commercial,2.0,M,False,CL,Home,0.018801,13326,1011,261,4335,True,True,False,Laborers,2,2,3,11.0,True,True,0.61610305,0.5460824,0.3656165,True,0.0,0
40500.0,False,True,False,True,0,67500.0,3375.0,Alone,Commercial,2.0,W,False,RL,Home,0.018801,21797,6368,2852,4563,True,True,False,Managers,1,2,4,8.0,True,True,0.59391034,0.55125916,0.28224844,True,0.0,0
20250.0,True,False,True,False,1,28440.0,1084.95,Alone,Commercial,2.0,M,False,CL,Family,0.04622,9956,444,4661,2618,True,False,False,Managers,3,1,3,16.0,True,True,0.54188985,0.651048,0.5954562,True,3.0,0
24750.0,False,False,False,True,1,69477.3,3560.4,Alone,Service,2.0,M,False,CL,Home,0.009657,9417,2206,1725,2069,True,False,False,Laborers,3,2,1,15.0,True,True,0.76193017,0.32396314,0.11911906,True,1.0,0
31500.0,True,True,False,True,2,112500.0,3302.55,Alone,Commercial,1.0,M,False,CL,Home,0.072508,17540,3168,3339,1088,True,False,False,Medicine,4,1,4,11.0,True,True,0.78451294,0.7537046,0.5549468,True,0.0,0
33750.0,False,False,False,True,0,129639.15,5292.9,Alone,Service,2.0,M,False,CL,Family,0.008019,8009,494,5096,694,True,False,False,Sales,2,2,2,13.0,True,True,0.51096207,0.41660368,0.06779391,True,0.0,1
15750.0,True,False,False,True,0,45000.0,2732.4,Relative,Service,1.0,M,False,CL,Home,0.015221,12366,3653,6366,648,True,True,True,Drivers,2,2,1,15.0,True,True,0.20777819,0.5635641,0.70769936,True,1.0,0
11250.0,False,False,True,True,0,22950.0,1244.7,Alone,Service,2.0,S,False,CL,Home,0.015221,17355,610,11448,888,True,False,True,Security,1,2,2,13.0,True,True,0.21932137,0.59506464,0.12064103,True,3.0,1
27000.0,True,True,False,True,0,225000.0,5948.55,Alone,Commercial,2.0,M,False,CL,Home,0.035792,11549,2277,5566,3963,True,False,False,Managers,2,2,3,16.0,True,True,0.74786586,0.60259247,0.6848277,True,0.0,0
15750.0,False,False,False,True,0,45000.0,2889.0,Alone,Service,1.0,S,False,CL,Home,0.008019,13062,869,332,4074,True,False,False,Managers,1,2,5,16.0,True,True,0.16241321,0.3724373,0.1634257,True,0.0,0
36900.0,False,True,True,True,1,94230.0,2767.95,Alone,Commercial,1.0,M,False,CL,Home,0.04622,18958,880,3901,2486,True,False,True,Managers,3,1,5,18.0,True,True,0.77630174,0.7733923,0.53707,True,2.0,0
20250.0,True,True,True,True,0,29846.7,3166.65,Alone,Commercial,1.0,S,False,CL,Shared,0.01885,13282,3009,41,908,True,False,False,Laborers,1,2,3,18.0,True,True,0.34899357,0.7256746,0.2213352,True,6.0,0
11700.0,True,False,True,False,0,67500.0,2872.8,Alone,nan,2.0,M,False,CL,Home,0.020246,14671,2523,8800,4239,True,True,True,Accountants,2,3,4,10.0,True,True,0.722431,0.11475785,0.6479769,True,6.0,0
20250.0,True,False,True,False,0,63000.0,2275.65,Alone,Service,2.0,M,False,CL,Home,0.02461,9242,139,3929,132,True,False,False,Accountants,2,2,3,18.0,True,True,0.4472927,0.69418955,0.50107515,True,0.0,0
24750.0,False,True,False,True,2,68144.4,2460.6,Alone,Service,2.0,M,False,CL,Home,0.022625,11935,4932,3457,2610,True,False,False,Accountants,4,2,4,17.0,True,True,0.48583245,0.5781183,0.5513813,True,1.0,0
15750.0,False,True,True,True,1,94230.0,3052.8,Alone,Service,1.0,S,False,CL,Home,0.022625,13892,3010,7885,2654,True,False,False,Sales,2,2,5,13.0,True,True,0.30233994,0.2975951,0.7530674,True,0.0,0
14400.0,False,False,True,True,2,56250.0,2606.4,Relative,Commercial,0.0,M,False,CL,Home,0.01452,12174,4436,1106,3797,True,False,False,Laborers,4,2,5,10.0,True,True,0.3023269,0.57481885,0.6006575,True,1.0,0
9000.0,True,True,True,True,1,25470.0,1671.3,Alone,Commercial,1.0,W,False,CL,Home,0.011703,13632,3663,1236,4569,True,True,True,Security,2,2,2,9.0,True,True,0.37658244,0.66331434,0.71949077,True,1.0,0
24750.0,False,True,False,False,0,66309.3,1951.65,Alone,Service,1.0,D,False,CL,Office,0.020246,16157,6203,3378,4852,True,False,False,Medicine,1,3,2,9.0,True,True,0.47095796,0.47115234,0.6380435,True,2.0,0
11250.0,False,False,False,True,0,61925.4,2636.55,Alone,Commercial,2.0,S,False,CL,Home,0.025164,15771,5009,4257,4510,True,False,True,Sales,1,2,4,9.0,True,True,0.63818794,0.6588903,0.63303167,True,0.0,0
18000.0,False,True,False,True,0,29566.8,1450.8,Alone,Service,2.0,W,False,CL,Home,0.010966,12461,3331,2071,1792,True,False,True,Core,1,2,3,11.0,True,True,0.56596977,0.7161055,0.6109913,True,3.0,0
22500.0,True,True,True,True,1,50849.55,2083.95,Alone,Commercial,2.0,M,False,CL,Home,0.02461,8252,1410,3109,943,True,False,False,Sales,3,2,3,12.0,True,True,0.48941025,0.38773856,0.3409064,True,3.0,0
18000.0,True,False,False,True,0,128835.0,3766.95,Alone,Commercial,1.0,M,False,CL,Home,0.031329,17038,4062,6817,564,True,False,False,Managers,2,2,1,9.0,True,True,0.47757435,0.62855214,0.66263777,True,1.0,0
11250.0,False,False,True,False,0,35242.2,2838.6,Alone,Service,1.0,S,False,CL,Home,0.010966,13843,159,5369,4206,True,False,False,Laborers,1,2,4,9.0,True,True,0.2336324,0.64871943,0.6528965,True,2.0,1
15750.0,False,False,True,False,0,53330.4,2906.1,Alone,Service,1.0,M,False,CL,Municipal,0.010643,11243,2652,4944,3413,True,False,False,Sales,2,2,5,13.0,True,True,0.3500507,0.665927,0.35069585,True,4.0,0
11250.0,False,False,True,True,1,125640.0,4065.75,Alone,Service,1.0,M,False,CL,Home,0.018029,12702,329,9433,2539,True,False,False,Sales,3,3,2,12.0,True,True,0.34304282,0.5979962,0.6075573,True,2.0,0
15750.0,False,True,True,False,0,49053.6,2299.5,Alone,Service,2.0,M,False,CL,Home,0.008625,9485,302,3080,2093,True,False,True,Sales,2,2,5,11.0,True,True,0.44303963,0.65314156,0.31859553,True,2.0,1
11250.0,False,False,True,False,0,24750.0,932.85,Alone,Service,2.0,M,False,CL,Rental,0.009175,11599,1096,6054,1228,True,False,True,Sales,2,2,1,12.0,True,True,0.5061946,0.655881,0.6313545,True,8.0,1
15750.0,True,False,True,True,2,27000.0,2177.55,Alone,Service,2.0,M,False,CL,Home,0.007305,9934,1977,921,334,True,True,True,Managers,4,3,1,8.0,True,True,0.2879996,0.61518365,0.5797274,True,3.0,0
15750.0,False,False,True,True,0,45000.0,2201.85,Relative,Service,1.0,M,False,CL,Home,0.025164,13673,1200,8487,3350,True,False,False,Sales,2,2,6,8.0,True,True,0.4550277,0.3627081,0.4311918,True,6.0,0
11250.0,True,True,True,False,1,114725.7,4133.7,Alone,Service,1.0,M,False,CL,Home,0.0228,17897,4352,8271,1455,True,True,True,Laborers,3,2,2,8.0,True,True,0.6590092,0.6266918,0.7295667,True,0.0,0
18900.0,False,True,True,True,1,113366.25,4509.0,Alone,Commercial,1.0,M,False,CL,Home,0.032561,15085,315,7667,4234,True,False,True,High skill tech,3,1,6,10.0,True,True,0.52483463,0.7640627,0.5797274,True,3.0,0
20250.0,True,False,False,False,0,99043.2,3231.9,Alone,Commercial,2.0,S,False,CL,Home,0.014464,12616,381,6656,4054,True,True,False,High skill tech,1,2,2,12.0,True,True,0.67159367,0.70651907,0.3457848,True,0.0,0
11250.0,False,True,True,True,2,26530.65,2637.0,Alone,Service,1.0,S,False,CL,Home,0.018029,14420,7479,5269,5269,True,False,False,Laborers,3,2,1,12.0,True,True,0.31071803,0.60050637,0.42061096,True,2.0,0
22500.0,False,False,True,True,0,55350.0,3002.4,Alone,Service,1.0,M,False,CL,Home,0.009334,17646,683,9974,1114,True,False,False,Laborers,2,2,3,16.0,True,True,0.70130116,0.28354645,0.25123945,True,3.0,0
17100.0,False,False,False,True,1,74250.0,2183.85,Alone,Commercial,2.0,M,False,CL,Home,0.011703,15300,2022,10371,4205,True,False,False,Managers,3,2,0,14.0,True,True,0.8045194,0.71785825,0.45969045,True,2.0,0
31500.0,True,False,True,True,1,21564.0,1693.35,Relative,Service,1.0,M,False,CL,Home,0.04622,13583,5227,5863,4389,True,False,True,Accountants,3,1,6,11.0,True,True,0.67250544,0.71062374,0.60927564,True,2.0,0
15750.0,False,False,True,True,0,103583.25,3028.5,Relative,Commercial,1.0,W,False,CL,Home,0.00963,19220,10691,7805,2759,True,False,True,High skill tech,1,2,5,9.0,True,True,0.29926494,0.44525802,0.8482443,True,2.0,0
11250.0,False,True,False,True,2,53691.75,2270.25,Alone,Commercial,2.0,M,False,CL,Home,0.02461,11988,1317,929,1766,True,False,True,Sales,4,2,1,11.0,True,True,0.45177674,0.66799134,0.5064842,True,1.0,0
36000.0,False,True,False,False,0,167794.2,5832.45,Alone,Govt Job,2.0,M,False,CL,Home,0.020246,17250,10104,2797,802,True,False,True,Managers,2,3,1,10.0,True,True,0.7292802,0.51256764,0.32016337,True,3.0,0
15750.0,False,True,True,True,0,25470.0,2532.15,Relative,nan,2.0,M,False,CL,Home,0.04622,15264,2699,8360,4466,True,False,False,Accountants,2,1,4,18.0,True,True,0.82229686,0.75318867,0.7713616,True,2.0,0
15750.0,True,True,True,True,0,118512.0,4625.1,Partner,Service,1.0,M,False,CL,Family,0.018801,10356,2901,1890,2850,True,False,False,Sales,2,2,4,12.0,True,True,0.3185309,0.4516024,0.22009465,True,1.0,0
14625.0,False,False,True,True,0,125568.0,4162.5,Alone,Commercial,2.0,D,False,CL,Home,0.031329,22510,1357,9434,4536,True,False,True,High skill tech,1,2,2,10.0,True,True,0.8662568,0.6492126,0.71949077,True,1.0,0
24750.0,True,False,True,True,2,111607.65,4021.65,Alone,Govt Job,2.0,M,False,CL,Family,0.072508,11543,2755,5644,4054,True,False,True,Core,4,1,6,16.0,True,True,0.38834208,0.767982,0.24054141,True,2.0,0
18000.0,False,True,False,True,0,144000.0,5005.35,Relative,Commercial,1.0,M,False,CL,Home,0.018209,19161,3347,2410,2635,True,True,True,Security,2,3,4,11.0,True,True,0.10270405,0.44276398,0.30467218,True,1.0,1
33300.0,True,True,False,False,0,269550.0,7425.45,Alone,Commercial,2.0,M,False,CL,Home,0.032561,9102,608,9067,1781,True,False,False,Core,2,1,3,19.0,True,True,0.47825587,0.47562793,0.44361532,True,0.0,0
13500.0,False,False,False,True,0,50849.55,2154.15,Alone,Commercial,2.0,M,False,CL,Family,0.015221,10353,2797,4745,3004,True,True,True,Waiters/barmen,2,2,4,16.0,True,True,0.35298854,0.34535238,0.5567274,True,0.0,0
8100.0,False,False,True,True,2,31566.6,2257.65,Alone,Commercial,1.0,M,False,CL,Home,0.00712,14540,3246,3041,3324,True,False,False,Cooking,4,2,4,15.0,True,True,0.3950713,0.5575095,0.6561584,True,5.0,0
24750.0,False,True,True,False,0,103583.25,3341.25,Alone,Commercial,1.0,D,False,CL,Home,0.035792,15167,654,997,4699,True,True,False,Accountants,1,2,6,14.0,True,True,0.49891114,0.6249354,0.32489124,True,1.0,0
20250.0,False,False,False,False,0,30600.0,1562.4,Alone,Service,1.0,D,False,CL,Home,0.011657,16018,1386,1864,785,True,True,False,Sales,1,1,4,18.0,True,True,0.6236739,0.6082394,0.6109913,True,1.0,0
22500.0,True,False,True,False,0,47700.0,1891.35,Alone,Service,2.0,M,False,CL,Home,0.003818,14981,6324,9089,4784,True,True,True,Managers,2,2,5,11.0,True,True,0.71025634,0.66458297,0.71215516,True,1.0,0
22500.0,True,False,True,True,0,112500.0,3302.55,Alone,Commercial,1.0,M,False,CL,Home,0.028663,12884,799,1936,4444,True,False,False,Accountants,2,2,2,10.0,True,True,0.59238726,0.6318442,0.6642483,True,1.0,0
11250.0,True,False,True,True,0,122135.4,3952.8,Alone,Service,1.0,M,False,CL,Home,0.028663,19775,965,152,3305,True,False,False,Sales,2,2,6,15.0,True,True,0.86686087,0.5155229,0.58499,True,0.0,0
15750.0,False,False,True,True,0,14850.0,1679.4,Alone,Service,2.0,S,False,CL,Family,0.01452,9170,1418,7135,1836,True,False,False,Sales,1,2,4,11.0,True,True,0.33934712,0.45129913,0.5744466,True,5.0,0
31500.0,False,True,False,True,1,24300.0,1295.55,Alone,Commercial,2.0,M,False,CL,Home,0.04622,11529,3917,5115,4066,True,False,True,Core,3,1,4,10.0,True,True,0.48410147,0.32905546,0.62799084,True,2.0,0
18000.0,False,True,True,True,1,105726.6,4492.35,Alone,Service,2.0,S,False,CL,Home,0.020713,16529,9168,5390,67,True,False,False,Laborers,2,1,2,9.0,True,True,0.19637959,0.41103935,0.68638235,True,2.0,0
22500.0,True,False,True,True,0,80553.6,3207.6,Alone,Govt Job,2.0,D,False,CL,Home,0.072508,18496,2752,2020,2002,True,False,False,Managers,1,1,1,12.0,True,True,0.3930746,0.71588767,0.41709965,True,4.0,0
27000.0,True,True,True,False,0,27000.0,1350.0,Alone,Commercial,2.0,S,False,RL,Family,0.04622,8268,228,1331,880,True,False,False,Managers,1,1,3,19.0,True,True,0.4553412,0.3208913,0.28371188,True,1.0,0
20250.0,True,False,False,True,1,18000.0,900.0,Alone,Service,2.0,M,False,RL,Home,0.018029,11617,1067,348,3981,True,False,False,Laborers,3,2,3,13.0,True,True,0.5344378,0.47145748,0.62799084,True,2.0,0
58500.0,True,True,True,False,1,176211.0,5062.95,Alone,Commercial,2.0,M,False,CL,Home,0.018801,14560,506,2964,1168,True,False,True,Managers,3,2,6,8.0,True,True,0.6761917,0.49975586,0.62630427,True,2.0,0
13500.0,False,False,True,False,0,83845.35,3565.35,Alone,Service,1.0,M,False,CL,Home,0.010032,14558,3891,8629,4023,True,False,True,Laborers,2,2,2,7.0,True,True,0.7293814,0.32986706,0.35895124,True,3.0,0
31500.0,False,False,True,True,0,109713.15,5614.65,Alone,Service,1.0,M,False,CL,Family,0.022625,15379,1808,7,4183,True,True,True,Sales,2,2,3,10.0,True,True,0.4194534,0.7429486,0.0790597,True,5.0,0
29250.0,False,False,True,True,2,41479.2,2263.05,Alone,Commercial,2.0,M,False,CL,Home,0.00702,11933,213,2132,2847,True,False,False,Core,4,2,2,11.0,True,True,0.60565424,0.57210696,0.4830502,True,6.0,0
18000.0,False,False,True,True,0,45000.0,4846.5,Alone,Commercial,1.0,D,False,CL,Home,0.072508,13091,475,6133,5102,True,False,False,Accountants,1,1,3,12.0,True,True,0.5695339,0.6556589,0.4382814,True,0.0,0
25200.0,True,True,False,True,0,83538.0,4032.0,Partner,Govt Job,2.0,M,False,CL,Home,0.0228,13292,2564,958,4201,True,False,True,Secretaries,2,2,0,14.0,True,True,0.47535396,0.18105656,0.78260785,True,1.0,0
29250.0,False,False,False,True,0,192830.4,7970.85,Alone,Commercial,2.0,M,False,CL,Home,0.031329,13823,2395,7935,293,True,False,False,Managers,2,2,2,15.0,True,True,0.49922273,0.6695414,0.6127042,True,0.0,0
31500.0,False,True,False,False,2,45450.0,2333.7,Alone,Service,1.0,M,False,CL,Home,0.026392,13679,580,2226,4501,True,True,True,Managers,4,2,3,14.0,True,True,0.41674584,0.6072959,0.25123945,True,3.0,1
31500.0,True,True,True,True,1,25870.95,2457.0,Alone,Govt Job,2.0,D,False,CL,Home,0.032561,17037,1131,4252,548,True,False,False,Managers,2,1,1,17.0,True,True,0.66751987,0.7829304,0.56737924,True,0.0,0
11250.0,False,False,True,True,0,22500.0,1790.55,Alone,Service,2.0,M,False,CL,Home,0.030755,11810,637,4740,3543,True,True,False,Laborers,2,2,4,11.0,True,True,0.19899711,0.66463655,0.5744466,True,0.0,0
22500.0,True,True,True,True,1,38250.0,1912.5,Relative,Service,1.0,M,False,RL,Home,0.04622,12425,564,6103,3802,True,False,True,Laborers,3,1,3,16.0,True,True,0.60257405,0.6857466,0.7662337,True,0.0,0
15750.0,True,False,False,True,0,48150.0,2133.9,Alone,Service,2.0,M,False,CL,Home,0.008866,18726,8061,9441,2259,True,False,False,Accountants,2,2,2,17.0,True,True,0.8887695,0.756998,0.73098737,True,2.0,0
9000.0,False,False,True,True,2,13500.0,675.0,Relative,Service,1.0,M,False,RL,Home,0.006852,12892,1232,1006,3349,True,False,False,Cooking,4,3,1,10.0,True,True,0.31820288,0.45192736,0.71803284,True,0.0,0
15750.0,False,True,True,False,0,73331.55,4287.6,Alone,Service,1.0,M,False,CL,Home,0.030755,9870,447,7375,2091,True,False,False,Drivers,2,2,1,14.0,True,True,0.094170555,0.46334118,0.67065173,True,2.0,1
13500.0,False,True,False,True,0,28572.3,2223.9,Relative,nan,2.0,D,False,CL,Home,0.025164,17357,424,7862,911,True,False,False,Core,1,2,3,12.0,True,True,0.35987642,0.75122,0.6561584,True,2.0,0
22500.0,False,False,False,True,0,30146.4,1939.5,Relative,Service,1.0,S,False,CL,Home,0.031329,16476,9798,134,5,True,False,False,Laborers,1,2,3,9.0,True,True,0.5957361,0.62242055,0.63303167,True,3.0,0
11880.0,True,False,True,True,2,25470.0,2715.3,Relative,Service,1.0,M,False,CL,Home,0.010032,12778,2618,6885,3603,True,False,False,Laborers,4,2,0,7.0,True,True,0.4350349,0.5925804,0.67065173,True,3.0,0
15750.0,True,True,True,True,1,77029.2,3276.45,Alone,Govt Job,1.0,M,False,CL,Home,0.031329,16359,5075,8571,4111,True,False,False,Core,3,2,4,9.0,True,True,0.85978633,0.6013455,0.5814837,True,1.0,0
9000.0,False,True,True,False,0,32590.8,1393.65,Alone,Commercial,1.0,M,False,CL,Municipal,0.011703,19899,1422,12192,3133,True,False,True,Laborers,2,2,6,11.0,True,True,0.59480333,0.5215008,0.6785677,True,0.0,0
22500.0,False,False,False,True,0,78192.0,4254.75,Alone,Commercial,2.0,M,False,CL,Home,0.010556,15936,2061,7133,5188,True,False,False,Accountants,2,3,5,10.0,True,True,0.66388655,0.5461691,0.27356467,True,6.0,0
24750.0,True,True,False,True,0,29138.4,2268.0,Alone,Commercial,2.0,S,False,CL,Home,0.032561,10626,1428,386,3250,True,False,False,High skill tech,1,1,5,11.0,True,True,0.27706328,0.7288107,0.7136314,True,3.0,0
16650.0,False,False,False,False,0,77968.8,3993.75,Alone,Service,0.0,S,False,CL,Home,0.008068,11727,2129,96,96,True,False,False,Laborers,1,3,6,10.0,True,True,0.33632168,0.40893403,0.67065173,True,2.0,0
9000.0,False,False,True,False,2,31405.5,1209.15,Alone,nan,1.0,M,False,CL,Home,0.0105,9825,274,2103,2104,True,False,False,Sales,4,3,4,13.0,True,True,0.49909678,0.446144,0.157595,True,0.0,0
13500.0,False,False,True,True,0,20628.0,1016.1,Partner,Service,1.0,M,False,CL,Home,0.007114,11843,1641,3304,829,True,False,False,Medicine,2,2,2,11.0,True,True,0.42664,0.428234,0.57091653,True,1.0,0
40500.0,False,True,True,False,1,55848.6,5735.7,Alone,Service,2.0,M,False,CL,Home,0.032561,12020,2636,2164,4307,True,False,False,High skill tech,3,1,4,18.0,True,True,0.7174963,0.6656399,0.7136314,True,0.0,0
9000.0,False,True,False,True,2,27000.0,1350.0,Relative,Service,2.0,M,False,RL,Home,0.020246,12778,2727,2914,5132,True,False,True,IT,4,3,6,8.0,True,True,0.78215307,0.5221993,0.5954562,True,4.0,0
9000.0,False,True,False,True,2,13500.0,669.6,Alone,Service,1.0,S,False,CL,Home,0.020246,12632,2131,6673,4740,True,True,False,Sales,3,3,4,13.0,True,True,0.31188354,0.07764603,0.6161217,True,0.0,0
20250.0,False,False,True,True,1,102429.0,2994.75,Alone,Commercial,2.0,M,False,CL,Home,0.008575,13432,4107,6219,2595,True,True,True,IT,3,2,6,11.0,True,True,0.4071828,0.683537,0.7874762,True,2.0,0
6750.0,True,True,True,False,2,31744.35,1734.75,Alone,Commercial,2.0,M,False,CL,Home,0.00712,10981,501,2475,3631,True,False,False,Sales,4,2,2,10.0,True,True,0.22340144,0.64854,0.5744466,True,4.0,0
31500.0,True,False,True,True,0,130500.0,8769.6,Partner,Service,2.0,M,False,CL,Home,0.010006,15716,6375,2461,4182,True,True,True,Managers,2,2,0,14.0,True,True,0.6090586,0.24534956,0.6910212,True,0.0,0
38250.0,False,True,True,True,1,33362.1,2648.7,Alone,Service,1.0,M,False,CL,Home,0.016612,11621,826,5955,3931,True,True,True,Drivers,3,2,2,17.0,True,True,0.2122525,0.564962,0.6075573,True,2.0,0
15750.0,False,True,False,True,1,45000.0,3568.5,Alone,Service,1.0,W,False,CL,Home,0.026392,13960,255,4098,4537,True,False,False,Sales,2,2,5,11.0,True,True,0.47372067,0.70051676,0.508287,True,2.0,0
6750.0,False,False,False,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.018209,16553,4455,2581,85,True,False,False,Private service,2,3,2,14.0,True,True,0.5694602,0.44476655,0.30927536,True,1.0,0
15750.0,True,False,True,False,0,54504.0,2650.95,Relative,Service,2.0,M,False,CL,Home,0.025164,18738,3393,10723,2197,True,True,True,Laborers,2,2,1,11.0,True,True,0.7311921,0.6010414,0.12373532,True,0.0,0
15750.0,True,False,False,True,1,67500.0,3247.2,Partner,Service,1.0,M,False,CL,Home,0.015221,12797,5755,1056,4281,True,False,False,Laborers,3,2,3,14.0,True,True,0.30944723,0.6604662,0.39277387,True,0.0,1
11250.0,False,False,False,False,1,31405.5,1343.7,Alone,nan,1.0,M,False,CL,Home,0.016612,17082,2817,4801,627,True,False,False,Laborers,3,2,3,14.0,True,True,0.7901357,0.6275458,0.832785,True,1.0,0
14400.0,True,False,False,True,0,53910.0,2924.55,Alone,Commercial,1.0,M,False,CL,Home,0.005144,13775,3078,812,4493,True,True,True,Laborers,2,2,1,16.0,True,True,0.66163427,0.33457765,0.42765737,True,3.0,0
31500.0,True,True,False,True,0,106632.0,3843.0,Alone,Commercial,2.0,M,False,CL,Home,0.018029,14606,3778,8636,4234,True,True,True,Managers,2,3,1,8.0,True,True,0.47476536,0.2710064,0.04204893,True,1.0,1
20250.0,False,False,True,False,1,134550.0,5336.1,Alone,Service,1.0,S,False,CL,Home,0.025164,16856,888,7120,401,True,False,False,Sales,2,2,3,15.0,True,True,0.4262876,0.6352863,0.63470554,True,5.0,0
20250.0,True,False,True,True,2,66960.0,2962.35,Alone,Service,2.0,M,False,CL,Shared,0.025164,15676,3466,2779,3017,True,False,False,Laborers,4,2,5,14.0,True,True,0.51485544,0.58261317,0.56737924,True,3.0,0
20250.0,False,False,True,False,1,64008.0,3126.15,Kids,Commercial,2.0,D,False,CL,Home,0.00496,12231,471,5979,2990,True,False,False,Managers,2,2,6,13.0,True,True,0.7353225,0.69405025,0.27933532,True,2.0,0
31500.0,False,True,False,True,1,112500.0,3985.65,Relative,Service,2.0,S,False,CL,Home,0.028663,13227,1534,2854,3935,True,False,False,Accountants,2,2,3,13.0,True,True,0.42262954,0.56973386,0.4902575,True,0.0,0
10800.0,True,False,False,True,0,50289.3,2419.2,Alone,Service,2.0,M,False,CL,Home,0.035792,10269,1478,3887,2080,True,True,False,Drivers,2,2,4,12.0,True,True,0.2695322,0.57715803,0.24719094,True,5.0,0
18900.0,False,False,True,True,1,45000.0,2310.75,Alone,Service,1.0,M,False,CL,Home,0.026392,15943,6766,4931,4827,True,False,False,Laborers,3,2,1,16.0,True,True,0.583685,0.7180487,0.23661083,True,2.0,0
18000.0,True,False,True,True,1,43603.2,2133.9,Alone,Service,1.0,D,False,CL,Home,0.010006,8833,163,3547,657,True,False,False,Laborers,2,2,2,8.0,True,True,0.24217705,0.13541515,0.45074728,True,0.0,0
27000.0,True,True,False,True,0,67500.0,3375.0,Alone,Commercial,1.0,M,False,RL,Home,0.035792,15565,4566,5568,4364,True,False,False,Drivers,2,2,1,10.0,True,True,0.5862581,0.65476966,0.5954562,True,2.0,0
22500.0,False,False,False,False,0,76022.55,3894.75,Relative,Service,2.0,S,False,CL,Home,0.003541,9294,661,1352,1891,True,True,False,Laborers,1,1,1,8.0,True,True,0.22893037,0.26543537,0.52449644,True,4.0,0
28800.0,False,False,True,True,2,24727.5,2268.0,Partner,Service,2.0,M,False,CL,Home,0.020246,18757,7575,2531,2135,True,True,True,IT,4,3,2,10.0,True,True,0.7387796,0.384292,0.19977057,True,0.0,0
11250.0,False,True,False,True,0,22752.0,1073.7,Alone,Service,1.0,D,False,CL,Family,0.009549,11148,476,10935,3793,True,True,True,Laborers,1,2,3,12.0,True,True,0.24172471,0.5899433,0.35069585,True,0.0,1
13500.0,True,False,False,True,0,22500.0,1125.0,Alone,Service,1.0,M,False,RL,Home,0.025164,12492,3708,6313,4405,True,False,False,Laborers,2,2,4,11.0,True,True,0.635559,0.25260296,0.53527623,True,2.0,0
33750.0,True,False,True,True,1,93032.1,3087.45,Relative,Service,2.0,S,False,CL,Home,0.032561,17985,3271,6006,1397,True,False,False,High skill tech,2,1,2,18.0,True,True,0.8427494,0.6996628,0.28224844,True,1.0,0
11250.0,False,True,True,True,0,22500.0,1503.45,Alone,Commercial,2.0,S,False,CL,Home,0.006233,11963,1754,1726,4541,True,False,False,Managers,1,2,2,14.0,True,True,0.30911678,0.6703586,0.7675231,True,0.0,0
15750.0,False,False,True,False,0,112500.0,5994.0,Alone,Service,1.0,M,False,CL,Home,0.00712,17056,4994,8930,595,True,False,False,High skill tech,2,2,2,12.0,True,True,0.92511773,0.5899116,0.6817059,True,0.0,0
24435.0,False,True,True,False,1,77532.75,3516.75,Alone,Service,2.0,M,False,CL,Office,0.04622,11043,2878,569,3454,True,False,False,Laborers,3,1,5,15.0,True,True,0.5370013,0.7848382,0.6817059,True,3.0,0
13500.0,True,False,False,True,0,26368.65,2988.0,Alone,Service,1.0,S,False,CL,Home,0.008866,20506,213,12299,3396,True,False,False,Laborers,1,2,5,17.0,True,True,0.6714845,0.53021336,0.58323795,True,3.0,0
6750.0,False,True,False,False,0,24750.0,1342.35,Alone,Service,2.0,D,False,CL,Home,0.005144,12073,113,5672,3628,True,False,True,Core,1,2,6,12.0,True,True,0.3686496,0.48787868,0.41709965,True,0.0,0
20250.0,True,False,False,False,0,13500.0,1467.0,Alone,Commercial,2.0,S,False,CL,Home,0.026392,9908,1727,14,2563,True,False,False,Medicine,1,2,5,13.0,True,True,0.68327683,0.23413534,0.6127042,True,0.0,0
24750.0,True,True,True,True,1,125568.0,4162.95,Alone,Govt Job,2.0,D,False,CL,Home,0.018801,12493,221,6457,1617,True,False,False,Core,2,2,1,15.0,True,True,0.62317586,0.3622533,0.47225335,True,0.0,0
11250.0,True,False,False,True,0,27000.0,1350.0,Alone,Service,1.0,S,False,RL,Home,0.007114,7797,1214,7733,467,True,False,True,High skill tech,1,2,1,13.0,True,True,0.41918007,0.7347295,0.6109913,True,1.0,0
13500.0,False,False,True,True,0,50960.25,2614.95,Partner,Service,2.0,M,False,CL,Home,0.035792,14041,455,4923,4492,True,False,False,Core,2,2,0,14.0,True,True,0.5780078,0.6764902,0.45969045,True,0.0,0
4500.0,False,False,False,False,1,18770.4,1061.1,Alone,Commercial,1.0,M,False,CL,Home,0.007305,13128,1077,975,4443,True,False,False,Core,3,3,3,12.0,True,True,0.74225473,0.65028256,0.75839305,True,2.0,0
4500.0,False,True,False,False,0,67500.0,2859.75,Alone,Service,2.0,M,False,CL,Home,0.010643,12707,872,2950,3867,True,True,True,Sales,2,2,5,11.0,True,True,0.20607948,0.593409,0.41184855,True,0.0,0
12600.0,True,False,True,False,1,72979.2,3394.8,Alone,Commercial,1.0,M,False,CL,Home,0.01885,12443,3863,5516,4254,True,False,False,Sales,3,2,2,10.0,True,True,0.6820513,0.39680907,0.38591468,True,1.0,0
20250.0,False,True,False,False,0,78713.1,2614.5,Alone,Service,2.0,M,False,CL,Home,0.006671,11364,2314,1022,4029,True,False,False,Cooking,2,2,2,14.0,True,True,0.33313873,0.55113477,0.6801388,True,2.0,0
45000.0,False,True,False,False,1,123750.0,6187.5,Alone,Service,2.0,S,False,RL,Home,0.009657,16906,1676,1333,440,True,False,False,Accountants,2,2,4,15.0,True,True,0.52439815,0.62170076,0.7252764,True,0.0,0
29250.0,True,False,False,False,0,149308.66,5202.9,Alone,Commercial,1.0,M,False,CL,Municipal,0.003818,20142,1148,2718,3687,True,False,False,Drivers,2,2,4,5.0,True,True,0.543057,0.68793374,0.735221,True,2.0,0
13500.0,False,True,True,False,1,75519.0,3645.9,Alone,Service,1.0,M,False,CL,Family,0.008866,11659,1123,5307,3341,True,False,False,Accountants,3,2,3,16.0,True,True,0.8574039,0.62193215,0.30927536,True,1.0,0
15750.0,True,True,True,True,0,17190.0,814.05,Alone,Service,1.0,M,False,CL,Home,0.019689,18540,874,2944,2083,True,False,False,Laborers,2,2,6,10.0,True,True,0.64349395,0.5458222,0.19747451,True,4.0,1
36000.0,True,False,True,False,0,67950.0,2878.65,Relative,Commercial,2.0,M,False,CL,Home,0.035792,10438,1175,448,2751,True,True,True,Laborers,2,2,5,15.0,True,True,0.3516875,0.6178049,0.4920601,True,3.0,0
15750.0,True,True,True,False,0,45000.0,1275.75,Alone,Commercial,2.0,M,False,CL,Home,0.026392,19489,1332,1685,3029,True,False,False,Managers,2,2,1,10.0,True,True,0.5173412,0.5404992,0.4311918,True,1.0,0
15750.0,True,True,True,True,3,93264.3,3317.4,Alone,Govt Job,2.0,M,False,CL,Home,0.072508,15577,403,9581,567,True,False,True,Core,5,1,4,12.0,True,True,0.7258179,0.7720982,0.3825018,True,2.0,0
11250.0,False,False,False,True,0,22500.0,1291.5,Relative,Service,2.0,M,False,CL,Home,0.010556,11196,922,1118,3022,True,True,False,HR,2,3,3,19.0,True,True,0.67389005,0.3020249,0.40140742,True,1.0,0
11250.0,False,True,True,True,1,48185.55,4876.2,Relative,Service,2.0,M,False,CL,Home,0.00733,15407,4859,1930,3680,True,False,False,High skill tech,3,2,3,19.0,True,True,0.6159734,0.64133435,0.40140742,True,0.0,0
18900.0,False,False,False,True,0,90637.2,3268.35,Alone,Commercial,1.0,W,False,CL,Family,0.035792,15988,1463,2604,5413,True,False,True,Sales,1,2,5,9.0,True,True,0.8404255,0.57271177,0.31081825,True,2.0,0
54000.0,False,True,True,True,0,80865.0,2621.7,Alone,Commercial,2.0,M,False,CL,Home,0.072508,12248,1140,5896,4205,True,False,True,Accountants,2,1,0,16.0,True,True,0.55717534,0.7451142,0.81391746,True,1.0,0
11250.0,True,False,False,True,0,64008.0,2997.0,Alone,Service,1.0,S,False,CL,Home,0.011657,12296,589,6369,4265,True,False,False,Laborers,1,1,3,10.0,True,True,0.31617928,0.28589788,0.6769925,True,0.0,0
13500.0,False,False,True,False,0,90000.0,2631.6,Alone,Commercial,1.0,S,False,CL,Home,0.018029,10878,866,1691,3071,True,False,False,Laborers,1,3,6,7.0,True,True,0.12540665,0.63987434,0.57091653,True,5.0,1
15750.0,False,True,True,False,0,135000.0,3960.45,Relative,nan,2.0,M,False,CL,Home,0.072508,19161,1672,6811,2274,True,True,True,Security,2,1,2,14.0,True,True,0.5335205,0.7584392,0.46865967,True,0.0,0
11250.0,False,False,True,True,2,26683.2,2460.15,Partner,Service,1.0,M,False,CL,Home,0.030755,12327,1112,2353,1178,True,False,False,Sales,4,2,3,14.0,True,True,0.43652585,0.5973179,0.6690567,True,3.0,0
11250.0,False,False,False,False,0,24077.25,1751.85,Alone,Service,2.0,M,False,CL,Home,0.007274,10621,2608,590,582,True,True,True,High skill tech,2,2,3,17.0,True,True,0.5643275,0.62530434,0.38079968,True,1.0,0
18000.0,False,False,True,True,2,31841.1,2528.55,Alone,nan,1.0,M,False,CL,Family,0.020246,10462,518,1490,3085,True,False,False,Laborers,4,3,3,6.0,True,True,0.20482266,0.5179693,0.31236538,True,0.0,1
12150.0,True,False,True,True,0,33750.0,1687.5,Alone,Service,1.0,M,False,RL,Home,0.020713,19498,1920,2752,3027,True,True,True,Sales,2,3,4,15.0,True,True,0.7664856,0.70092493,0.47225335,True,1.0,0
18000.0,True,True,False,False,1,104850.0,3395.25,Alone,Service,1.0,M,False,CL,Home,0.020713,14349,540,7992,5189,True,False,True,Laborers,3,2,6,12.0,True,True,0.5405093,0.53137887,0.32016337,True,5.0,0
24750.0,False,False,True,False,0,31500.0,989.1,Alone,Commercial,2.0,M,False,CL,Home,0.008625,10563,2191,4760,3205,True,True,False,High skill tech,2,2,3,10.0,True,True,0.3524598,0.7494503,0.5726825,True,0.0,0
18000.0,True,False,True,False,0,60415.2,2460.6,Alone,Commercial,2.0,M,False,CL,Home,0.020713,10317,203,1161,2975,True,False,True,Sales,2,3,2,10.0,True,True,0.06609893,0.14135659,0.4830502,True,7.0,1
27000.0,False,False,False,False,1,80865.0,3133.35,Alone,Service,1.0,M,False,CL,Rental,0.032561,10229,418,1883,1880,True,False,False,Medicine,3,1,5,11.0,True,True,0.5701969,0.07304639,0.73801965,True,1.0,0
28800.0,False,False,True,True,0,56249.1,2718.9,Alone,Service,2.0,S,False,CL,Home,0.007305,13445,212,2179,1956,True,False,False,High skill tech,1,3,4,13.0,True,True,0.34601116,0.46194404,0.6006575,True,1.0,0
54000.0,True,False,True,True,1,55098.0,4365.9,Alone,Service,2.0,M,False,CL,Home,0.010032,16211,806,638,4523,True,True,True,Managers,3,2,3,2.0,True,True,0.7530109,0.45820138,0.26786894,True,2.0,0
24750.0,True,False,True,True,2,87102.9,4460.4,Alone,Service,1.0,M,False,CL,Home,0.028663,15319,664,1522,4642,True,True,False,Laborers,4,2,5,6.0,True,True,0.38589042,0.6517631,0.23143935,True,2.0,0
27000.0,False,True,True,True,0,26368.65,2810.7,Alone,Commercial,1.0,M,False,CL,Family,0.00733,11293,312,5238,3925,True,False,False,Laborers,2,2,6,18.0,True,True,0.25529164,0.6048839,0.52629495,True,1.0,0
31500.0,False,False,False,False,0,153555.3,4235.4,Alone,Commercial,2.0,M,False,CL,Home,0.020713,16026,1052,1515,3289,True,False,False,Private service,2,2,1,12.0,True,True,0.49878076,0.6057041,0.6594055,True,1.0,0
9000.0,False,False,True,True,0,28341.9,1907.1,Alone,Service,1.0,M,False,CL,Home,0.01885,15010,404,2876,3434,True,False,False,Laborers,2,2,2,17.0,True,True,0.421504,0.65640396,0.6956219,True,0.0,0
18000.0,False,False,True,False,1,27000.0,1631.25,Alone,Service,2.0,M,False,CL,Home,0.026392,10472,2961,4486,900,True,True,True,Managers,3,2,5,18.0,True,True,0.2303283,0.61932176,0.4258929,True,7.0,0
15750.0,False,False,False,True,0,54504.0,3561.75,Partner,Service,1.0,M,False,CL,Home,0.008019,11617,869,880,2674,True,False,False,Security,2,2,1,11.0,True,True,0.2941409,0.37680218,0.13595104,True,1.0,1
15750.0,False,False,True,True,1,64008.0,2997.0,Alone,Commercial,1.0,M,False,CL,Home,0.04622,14702,5211,3675,3933,True,False,False,Laborers,3,1,4,10.0,True,True,0.25631475,0.6170043,0.4365065,True,0.0,0
10125.0,True,True,True,True,0,15750.0,1653.75,Alone,Service,1.0,S,False,CL,Home,0.022625,9485,2496,4047,2144,True,True,False,Laborers,1,2,4,11.0,True,True,0.27494365,0.36229372,0.3893388,True,0.0,0
15300.0,False,False,True,True,0,141203.25,4128.75,Alone,Service,2.0,M,False,CL,Home,0.016612,19545,10613,6576,3104,True,True,True,Accountants,2,2,5,13.0,True,True,0.77288944,0.6316967,0.508287,True,3.0,0
8100.0,True,True,True,False,0,26955.0,1475.1,Alone,Commercial,1.0,M,False,CL,Home,0.009657,15571,1408,80,4912,True,True,False,Laborers,2,2,0,15.0,True,True,0.10231775,0.27982977,0.42061096,True,1.0,0
15750.0,False,False,True,True,0,67050.0,1973.25,Relative,Govt Job,1.0,M,False,CL,Home,0.026392,18161,9897,9247,1467,True,True,True,Managers,2,2,1,12.0,True,True,0.57267773,0.38604754,0.5902333,True,1.0,0
23670.0,True,False,True,True,2,75519.0,3645.9,Alone,Commercial,1.0,M,False,CL,Home,0.0228,8678,2043,3512,1364,True,False,False,Laborers,4,2,0,13.0,True,True,0.45698804,0.3326719,0.31236538,True,6.0,0
17100.0,False,True,False,True,1,52649.1,2952.9,Relative,Service,2.0,M,False,CL,Home,0.009175,12309,837,2931,1457,True,False,False,Laborers,3,2,0,11.0,True,True,0.25290757,0.6198887,0.73381454,True,5.0,0
22500.0,True,False,False,True,0,172422.0,5054.4,Alone,Commercial,1.0,M,False,CL,Home,0.018801,16368,186,3880,4114,True,False,False,High skill tech,2,2,4,7.0,True,True,0.38387093,0.55779535,0.40487838,True,2.0,0
10350.0,False,False,False,True,0,45450.0,2320.65,Alone,Service,1.0,M,False,CL,Home,0.026392,15955,1208,3196,239,True,True,False,Sales,2,2,6,15.0,True,True,0.6031709,0.66694784,0.18195911,True,0.0,0
12600.0,False,False,False,False,0,107820.0,3152.25,Alone,Govt Job,1.0,M,False,CL,Home,0.032561,16753,2267,6309,275,True,False,True,High skill tech,2,1,3,15.0,True,True,0.6073883,0.7194323,0.25123945,True,1.0,0
13500.0,False,False,True,True,1,25470.0,2755.8,Alone,Commercial,1.0,S,False,CL,Shared,0.006008,11158,1430,3319,3319,True,False,True,Laborers,2,2,3,16.0,True,True,0.27363104,0.4718771,0.563835,True,3.0,0
31500.0,False,False,False,False,0,90000.0,4595.4,Alone,Service,2.0,M,False,CL,Home,0.02461,15271,3095,4818,4612,True,False,True,Realty agents,2,2,5,10.0,True,True,0.27520278,0.644988,0.58674,True,3.0,0
27000.0,True,True,False,False,0,120600.0,3469.05,Alone,Commercial,1.0,M,False,CL,Home,0.031329,12818,211,1736,4233,True,False,False,Laborers,2,2,0,8.0,True,True,0.5760878,0.6104933,0.72094417,True,0.0,0
31500.0,False,False,True,False,0,78192.0,2370.6,Alone,Commercial,1.0,M,False,CL,Home,0.072508,9976,521,4707,2326,True,True,True,Cooking,2,1,1,12.0,True,True,0.3938931,0.5004939,0.6144144,True,1.0,0
31500.0,False,False,True,False,0,201213.9,6113.7,Alone,Service,1.0,M,False,CL,Home,0.007114,22203,982,4904,4659,True,False,True,Managers,2,2,2,12.0,True,True,0.7838008,0.69228286,0.8193177,True,3.0,0
14850.0,True,False,True,True,0,112950.0,3105.9,Relative,Service,1.0,M,False,CL,Home,0.010006,17866,6726,3196,1412,True,False,False,Cleaning,2,2,0,10.0,True,True,0.718309,0.7408633,0.71949077,True,1.0,0
13500.0,False,False,True,False,2,12735.0,1350.0,Alone,Service,1.0,M,False,CL,Home,0.010006,12066,2044,921,4489,True,False,True,Laborers,4,1,6,11.0,True,True,0.6255621,0.7174639,0.6577838,True,2.0,0
33750.0,True,False,False,True,1,116672.4,3776.85,Alone,Govt Job,1.0,S,False,CL,Home,0.010032,13563,2614,2995,1860,True,False,False,High skill tech,2,2,3,4.0,True,True,0.7704364,0.45349857,0.4830502,True,6.0,0
33750.0,True,False,True,True,0,94002.75,8938.35,Alone,Commercial,2.0,M,False,CL,Home,0.020246,18591,522,3351,2129,True,False,False,Managers,2,3,2,6.0,True,True,0.59185356,0.39949197,0.824595,True,0.0,0
20250.0,True,False,False,False,2,119034.0,6354.9,Alone,Service,1.0,M,False,CL,Home,0.018801,12406,948,6487,4247,True,False,False,Drivers,4,2,3,13.0,True,True,0.20133358,0.6302914,0.6894792,True,1.0,0
11250.0,True,True,True,True,1,31500.0,1575.0,Alone,Commercial,2.0,M,False,RL,Home,0.019101,11360,1533,5436,4005,True,False,False,Accountants,3,2,2,10.0,True,True,0.7072969,0.7303251,0.3457848,True,5.0,0
15750.0,True,False,False,True,0,30146.4,2394.9,Alone,Service,2.0,M,False,CL,Home,0.035792,14418,808,389,4631,True,False,False,Sales,2,2,1,13.0,True,True,0.7602828,0.5261317,0.41534716,True,0.0,0
18000.0,True,True,True,True,1,106543.35,4410.0,Alone,Govt Job,1.0,M,False,CL,Home,0.018029,10301,2201,635,2263,True,False,False,Drivers,3,3,4,8.0,True,True,0.40788502,0.45239863,0.4650692,True,2.0,0
13500.0,True,True,True,False,1,38320.2,1969.65,Partner,nan,1.0,M,False,CL,Home,0.010006,9923,665,2775,2453,True,False,True,Core,3,1,6,12.0,True,True,0.24082501,0.30389053,0.26504943,True,2.0,0
11250.0,True,True,True,False,0,85500.0,2255.4,Alone,Commercial,2.0,S,False,CL,Municipal,0.0228,11478,1816,3951,3954,True,False,False,Core,1,2,2,10.0,True,True,0.44346282,0.6312184,0.88102657,True,2.0,0
27000.0,True,False,False,False,0,157500.0,4331.25,Alone,Commercial,2.0,W,False,CL,Home,0.035792,21059,2711,53,4428,True,False,False,Accountants,1,2,2,12.0,True,True,0.78877956,0.56000566,0.38079968,True,3.0,0
15750.0,False,False,False,True,0,51206.4,1852.2,Alone,Service,2.0,S,False,CL,Home,0.020246,19215,587,8999,2754,True,False,False,Core,1,3,1,11.0,True,True,0.7414252,0.48078975,0.45253357,True,4.0,1
15750.0,False,False,True,True,1,52863.3,2252.7,Alone,Commercial,1.0,M,False,CL,Family,0.014464,15726,726,8327,4897,True,False,False,Sales,3,2,2,4.0,True,True,0.518939,0.28118467,0.5064842,True,0.0,0
22500.0,False,False,True,True,1,57340.8,2927.7,Alone,Service,1.0,M,False,CL,Home,0.030755,13788,640,6166,4635,True,True,False,Laborers,3,2,4,10.0,True,True,0.14216064,0.5704199,0.45432106,True,4.0,0
29250.0,True,False,False,True,1,94881.6,3073.5,Alone,Service,1.0,M,False,CL,Home,0.016612,13246,276,7324,3841,True,False,False,Laborers,3,2,6,11.0,True,True,0.40846154,0.6360105,0.15286623,True,2.0,0
27000.0,True,True,True,True,0,111384.0,4417.2,Alone,Service,2.0,M,False,CL,Home,0.019101,19673,982,5037,3189,True,False,False,Laborers,2,2,2,11.0,True,True,0.6991432,0.28589788,0.67065173,True,2.0,0
27000.0,True,False,False,True,0,56249.1,3064.5,Alone,Commercial,1.0,M,False,CL,Home,0.04622,15713,1895,8133,4618,True,False,False,High skill tech,2,1,3,12.0,True,True,0.5505966,0.636901,0.4294237,True,3.0,0
20250.0,True,False,True,True,0,172422.0,5054.4,Alone,Service,2.0,S,False,CL,Home,0.031329,13463,136,7387,5623,True,False,False,Laborers,1,2,5,13.0,True,True,0.6765999,0.58054847,0.79462856,True,2.0,0
14850.0,True,False,True,False,1,81404.1,2380.05,Alone,Commercial,2.0,M,False,CL,Home,0.04622,14270,3121,8364,413,True,True,False,Laborers,3,1,2,19.0,True,True,0.5160763,0.37469405,0.5064842,True,1.0,0
18000.0,True,False,False,True,0,48117.6,2469.6,Alone,Service,1.0,M,False,CL,Home,0.031329,19082,3376,8014,2616,True,False,True,Security,2,2,2,10.0,True,True,0.6152852,0.5610884,0.4311918,True,1.0,0
13500.0,True,True,False,True,0,54988.2,2143.8,Relative,Commercial,2.0,M,False,CL,Home,0.025164,22306,1716,295,1447,True,False,False,High skill tech,2,2,2,11.0,True,True,0.84773946,0.4032487,0.27933532,True,2.0,1
11250.0,False,False,True,True,0,12951.9,1372.95,Others,Service,1.0,D,False,CL,Home,0.01885,13537,583,7634,5120,True,False,False,Laborers,1,2,6,16.0,True,True,0.20758764,0.40410146,0.6956219,True,0.0,0
9540.0,False,False,False,False,1,31276.8,1650.6,Alone,Service,2.0,S,False,CL,Home,0.018029,15220,2560,2086,1364,True,False,False,Sales,2,3,4,6.0,True,True,0.67136943,0.5235086,0.6910212,True,0.0,0
12600.0,False,True,True,False,1,31276.8,1158.75,Kids,Service,2.0,D,False,CL,Home,0.025164,12816,1595,2255,5055,True,False,False,Medicine,2,2,4,12.0,True,True,0.53381526,0.2743066,0.5460232,True,4.0,0
22500.0,True,False,False,True,0,134550.0,4459.5,Relative,Service,1.0,D,False,CL,Home,0.028663,8493,953,8471,16,True,False,False,Laborers,1,2,1,11.0,True,True,0.089293145,0.00353192,0.4650692,True,3.0,0
22500.0,True,True,False,False,1,28887.3,2115.0,Partner,Service,1.0,M,False,CL,Family,0.031329,11691,1379,5272,4053,True,False,False,Drivers,3,2,3,17.0,True,True,0.28098604,0.6141841,0.26786894,True,2.0,0
40275.0,True,False,True,True,2,76500.0,8046.0,Alone,Service,2.0,M,False,CL,Home,0.072508,11575,2176,6264,2723,True,False,True,Drivers,4,1,4,9.0,True,True,0.6601901,0.7549365,0.7463002,True,2.0,0
31500.0,False,True,True,True,0,109602.0,4656.6,Alone,Commercial,2.0,M,False,CL,Home,0.032561,19119,2070,8242,2575,True,False,True,Core,2,1,4,12.0,True,True,0.81285375,0.7071988,0.5118918,True,1.0,0
20250.0,True,False,True,True,0,81000.0,2869.65,Alone,Service,1.0,S,False,CL,Family,0.015221,10588,3454,4151,3048,True,True,False,Laborers,1,2,1,13.0,True,True,0.22206241,0.703472,0.6212263,True,0.0,0
13500.0,False,False,False,True,0,40500.0,2025.0,Alone,Commercial,2.0,S,False,RL,Home,0.035792,21498,750,10520,4930,True,False,False,HR,1,2,4,14.0,True,True,0.8249753,0.5428825,0.4830502,True,1.0,0
15750.0,True,False,False,False,1,55358.1,3104.1,Relative,Commercial,1.0,M,False,CL,Home,0.00963,14869,1102,1219,2739,True,False,False,Sales,3,2,3,18.0,True,True,0.57233596,0.5493164,0.27933532,True,1.0,0
30150.0,True,False,True,True,0,53910.0,2937.6,Partner,Commercial,2.0,M,False,CL,Home,0.04622,16029,429,713,4402,True,False,False,Laborers,2,1,1,9.0,True,True,0.42092216,0.72270894,0.45789954,True,1.0,0
13500.0,False,False,False,True,1,34650.0,1892.7,Alone,Service,1.0,M,False,CL,Home,0.007274,15306,2294,3729,4192,True,False,False,Laborers,3,2,3,14.0,True,True,0.33042255,0.42645198,0.33125088,True,1.0,1
15750.0,False,True,True,False,0,30207.6,2148.3,Alone,Service,1.0,M,False,CL,Home,0.003541,12009,1546,1101,4053,True,True,False,Laborers,2,1,4,17.0,True,True,0.4640088,0.5365212,0.4830502,True,0.0,0
13500.0,True,True,True,True,0,128835.0,3779.55,Alone,Service,1.0,S,False,CL,Home,0.018801,19844,3431,6752,3346,True,False,False,Cleaning,1,2,1,8.0,True,True,0.7182428,0.6448077,0.3217353,True,6.0,0
74250.0,False,True,False,True,1,125865.0,5345.55,Partner,Govt Job,2.0,M,False,CL,Home,0.04622,17224,7808,3864,752,True,False,False,Managers,3,1,6,10.0,True,True,0.7352072,0.7814252,0.7032033,True,1.0,0
12150.0,False,False,True,True,1,18000.0,900.0,Relative,Commercial,1.0,M,False,RL,Home,0.00963,8926,908,583,1471,True,True,True,Core,3,2,5,14.0,True,True,0.36169073,0.2970286,0.4365065,True,2.0,0
15750.0,False,False,True,True,2,59256.0,3593.7,Relative,Service,1.0,M,False,CL,Home,0.031329,13269,875,3480,4456,True,False,False,Laborers,4,2,6,10.0,True,True,0.48376152,0.582544,0.41359675,True,4.0,0
6750.0,False,False,True,True,1,20250.0,1012.5,Alone,Service,1.0,S,False,RL,Municipal,0.009175,19222,926,13137,2741,True,False,True,Laborers,2,2,2,10.0,True,True,0.8902775,0.7079906,0.7713616,True,2.0,0
14842.35,False,True,False,False,1,112950.0,2979.45,Alone,Commercial,1.0,M,False,CL,Home,0.028663,15532,903,7777,4375,True,True,False,Sales,3,2,1,13.0,True,True,0.7639813,0.70750207,0.5567274,True,0.0,0
22500.0,True,False,False,True,1,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.006305,10146,1596,1627,2686,True,False,False,Laborers,3,3,0,6.0,True,True,0.30248725,0.44811714,0.23272477,True,3.0,0
18000.0,True,False,True,True,2,103500.0,4117.5,Alone,Service,2.0,M,False,CL,Home,0.026392,12230,3239,1369,3486,True,False,False,Managers,4,2,5,10.0,True,True,0.18850893,0.7313661,0.4902575,True,1.0,0
18000.0,False,True,False,True,1,148323.16,5168.7,Alone,Service,1.0,M,False,CL,Home,0.030755,15473,616,510,491,True,False,False,Accountants,3,2,4,9.0,True,True,0.6730698,0.28198537,0.19862005,True,3.0,0
22500.0,False,True,True,True,1,53910.0,2765.25,Partner,Service,1.0,M,False,CL,Home,0.025164,13048,440,724,4662,True,False,False,Private service,3,2,5,9.0,True,True,0.37669036,0.121854454,0.19747451,True,5.0,1
13500.0,False,False,True,True,0,84099.6,2471.85,Alone,Commercial,1.0,D,False,CL,Home,0.007305,14855,586,6323,4414,True,False,False,High skill tech,1,3,6,8.0,True,True,0.54219705,0.5656606,0.4258929,True,1.0,0
40500.0,False,False,True,False,0,27000.0,1350.0,Alone,Commercial,2.0,S,False,RL,Home,0.019101,11028,449,5837,3541,True,False,False,Laborers,1,2,1,17.0,True,True,0.31463325,0.7042332,0.40835884,True,5.0,0
22500.0,False,False,True,False,2,17829.0,2024.55,Alone,Service,2.0,M,False,CL,Municipal,0.006671,15866,1243,3048,3174,True,False,False,Cleaning,4,2,1,14.0,True,True,0.8184649,0.6026344,0.18629295,True,3.0,0
13500.0,True,True,False,True,2,64008.0,3126.15,Alone,Commercial,1.0,M,False,CL,Home,0.025164,10856,458,5262,2934,True,False,False,Sales,4,2,3,8.0,True,True,0.33145598,0.16040532,0.03229418,True,4.0,1
15750.0,False,False,False,True,0,176211.0,6543.0,Relative,Commercial,1.0,M,False,CL,Home,0.04622,18902,1673,4589,2436,True,False,False,Laborers,2,1,6,10.0,True,True,0.57537955,0.69148105,0.44183582,True,0.0,0
13500.0,True,True,True,False,0,40500.0,2636.55,Alone,Service,1.0,S,False,CL,Family,0.018634,11760,311,4757,904,True,False,True,Laborers,1,2,4,11.0,True,True,0.28599182,0.03630888,0.026359687,True,2.0,0
15750.0,True,True,False,True,1,30522.15,2411.55,Relative,Commercial,1.0,M,False,CL,Home,0.025164,10372,700,9040,3043,True,False,False,Laborers,3,2,1,12.0,True,True,0.19342797,0.2708466,0.53527623,True,1.0,0
24750.0,False,False,False,True,0,81979.2,3811.95,Alone,Service,1.0,M,False,CL,Home,0.007305,18222,4351,4132,1752,True,False,True,Managers,2,3,4,8.0,True,True,0.6105814,0.6107481,0.6446794,True,2.0,0
22500.0,False,False,False,True,1,94230.0,3474.9,Relative,Service,1.0,M,False,CL,Home,0.030755,10107,1191,4905,2573,True,False,False,Medicine,3,2,1,19.0,True,True,0.4527249,0.550913,0.40661743,True,0.0,0
67500.0,False,False,True,True,1,180000.0,6269.85,Alone,nan,1.0,S,False,CL,Home,0.007274,15452,860,5231,4775,True,False,False,Security,2,2,5,12.0,True,True,0.57709336,0.6132924,0.2707074,True,0.0,0
8100.0,False,True,False,False,0,55008.0,1525.5,Alone,Service,2.0,D,False,CL,Rental,0.035792,9979,416,4474,771,True,False,True,Medicine,1,2,3,15.0,True,True,0.4977819,0.43871066,0.3825018,True,0.0,0
15750.0,False,False,False,False,0,45000.0,2201.85,Alone,Commercial,1.0,M,False,CL,Home,0.032561,14595,3920,8718,4231,True,True,True,Laborers,2,1,1,13.0,True,True,0.2768668,0.64685345,0.35729328,True,5.0,1
15750.0,True,False,False,False,0,55527.3,2052.9,Alone,Govt Job,2.0,S,False,CL,Home,0.006629,14908,794,363,4413,True,False,False,Core,1,2,1,5.0,True,True,0.766302,0.69895464,0.48124933,True,2.0,0
20250.0,False,False,True,True,0,68473.8,2221.65,Alone,Service,1.0,M,False,CL,Home,0.008625,20178,1448,14193,3562,True,False,False,Cooking,2,2,2,14.0,True,True,0.7077816,0.086941324,0.39621958,True,7.0,0
13500.0,True,False,True,True,1,36000.0,2857.05,Alone,Service,1.0,D,False,CL,Family,0.01452,12176,1184,10162,1964,True,False,False,Secretaries,2,2,1,14.0,True,True,0.30126145,0.6299958,0.62799084,True,3.0,0
23400.0,True,False,True,False,0,67500.0,3459.6,Alone,Commercial,1.0,M,False,CL,Home,0.04622,17172,8058,3774,689,True,False,True,Managers,2,1,2,18.0,True,True,0.8265574,0.6558465,0.39621958,True,4.0,0
13500.0,False,False,True,True,0,29713.05,1808.55,Alone,Govt Job,2.0,S,False,CL,Home,0.005084,17681,569,8143,1244,True,False,False,Core,1,2,3,15.0,True,True,0.632207,0.6059913,0.81391746,True,2.0,0
5850.0,False,False,True,True,2,40500.0,2209.95,Partner,Service,0.0,M,False,CL,Home,0.026392,12729,345,623,4080,True,False,True,Cleaning,4,2,4,16.0,True,True,0.8053965,0.69009846,0.09631869,True,1.0,0
15750.0,False,True,True,False,1,10425.6,1135.8,Relative,Commercial,1.0,M,False,CL,Home,0.00963,8876,1815,3707,598,True,False,False,Private service,3,2,1,12.0,True,True,0.17872788,0.22504668,0.58323795,True,2.0,0
22500.0,False,False,False,True,0,75519.0,3645.9,Alone,Commercial,2.0,S,False,CL,Home,0.04622,16890,2317,6152,434,True,False,False,Laborers,1,1,3,15.0,True,True,0.3621868,0.760803,0.36227724,True,1.0,0
24750.0,True,False,True,True,2,102474.0,5245.2,Alone,Service,1.0,M,False,CL,Home,0.00823,15632,211,7300,4451,True,True,True,Core,4,2,2,9.0,True,True,0.6018096,0.57669365,0.70018387,True,3.0,0
11250.0,False,False,True,True,0,58500.0,2589.75,Alone,Service,1.0,M,False,CL,Home,0.01452,18533,6062,379,2049,True,False,False,Laborers,2,2,3,7.0,True,True,0.7398937,0.21849898,0.6463299,True,7.0,0
8100.0,False,False,True,True,1,28887.3,1943.55,Alone,Commercial,1.0,S,False,CL,Home,0.020246,10190,1875,10092,2857,True,False,False,Cooking,2,3,5,9.0,True,True,0.28354332,0.40143457,0.09631869,True,1.0,0
13500.0,False,False,True,True,1,94230.0,3052.8,Alone,Service,1.0,M,False,CL,Home,0.035792,17613,740,6259,1149,True,False,False,Sales,3,2,4,12.0,True,True,0.75997335,0.59365696,0.27933532,True,6.0,1
45000.0,False,False,False,False,1,63133.2,6482.25,Alone,Service,2.0,M,False,CL,Home,0.010032,14890,6627,4501,4681,True,False,True,High skill tech,3,2,2,4.0,True,True,0.4877272,0.56198215,0.59197664,True,6.0,0
33750.0,False,False,False,False,0,67500.0,7634.25,Relative,Service,1.0,M,False,CL,Home,0.028663,19380,1278,530,2907,True,False,True,Laborers,2,2,2,12.0,True,True,0.3199544,0.33435372,0.63637614,True,10.0,0
10350.0,True,False,True,True,1,109767.6,3222.45,Alone,Service,1.0,M,False,CL,Home,0.020713,15922,414,414,2420,True,False,False,Sales,3,2,3,5.0,True,True,0.46714735,0.41901326,0.5602843,True,2.0,0
36000.0,True,True,False,True,3,53691.75,2596.05,Alone,Commercial,2.0,M,False,CL,Home,0.031329,15383,1520,2610,3575,True,False,False,Drivers,5,2,3,11.0,True,True,0.33325264,0.5649244,0.6313545,True,7.0,0
15750.0,False,False,False,True,0,46219.5,2520.45,Others,Service,2.0,S,False,CL,Home,0.030755,15651,2286,9282,4321,True,False,False,Accountants,1,2,2,14.0,True,True,0.53580993,0.64151543,0.29558265,True,1.0,0
11250.0,False,False,True,True,0,53366.85,2073.15,Alone,Service,1.0,M,False,CL,Home,0.022625,18827,205,8846,2300,True,False,False,Managers,2,2,6,11.0,True,True,0.55265826,0.5520218,0.622922,True,0.0,0
36000.0,True,True,False,False,1,37186.2,2951.1,Relative,Commercial,2.0,M,False,CL,Home,0.018801,14067,132,290,4609,True,False,False,Managers,3,2,5,12.0,True,True,0.3771803,0.5234268,0.6446794,True,2.0,0
22500.0,False,False,True,True,0,42250.5,3888.0,Alone,Service,1.0,S,False,CL,Home,0.019101,11612,1758,4897,2902,True,True,True,Laborers,1,2,2,14.0,True,True,0.16561894,3.49e-05,0.2851799,True,0.0,1
15750.0,False,True,True,True,0,59033.7,2853.0,Alone,Service,1.0,S,False,CL,Home,0.02461,11444,3742,4905,3055,True,False,False,Laborers,1,2,2,11.0,True,True,0.3248748,0.62806696,0.59197664,True,2.0,0
38250.0,True,False,False,True,0,90000.0,4608.45,Alone,Service,1.0,M,False,CL,Home,0.026392,19816,3152,5269,1601,True,False,True,Drivers,2,2,1,14.0,True,True,0.6574601,0.4871466,0.54423475,True,4.0,1
29250.0,True,False,False,True,0,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.04622,13525,5619,7632,4490,True,True,False,Laborers,2,1,1,15.0,True,True,0.5738109,0.47086903,0.3740208,True,0.0,0
29250.0,True,False,True,True,3,67500.0,4924.8,Alone,Service,1.0,M,False,CL,Home,0.028663,14565,1443,3139,3772,True,False,False,Drivers,5,2,1,16.0,True,True,0.60191554,0.72419643,0.57091653,True,3.0,0
31500.0,True,False,False,True,0,164937.6,5191.65,Alone,Commercial,2.0,M,False,CL,Home,0.035792,14800,3306,4967,5142,True,False,True,Accountants,2,2,6,11.0,True,True,0.8340957,0.6673023,0.6479769,True,6.0,0
24750.0,True,False,True,True,2,27000.0,1350.0,Alone,Service,2.0,D,False,RL,Home,0.018209,17191,3905,2603,728,True,False,False,Managers,3,3,3,7.0,True,True,0.6440494,0.28589788,0.508287,True,0.0,0
20280.6,True,False,True,False,1,234000.0,5915.25,Alone,Commercial,2.0,M,False,CL,Home,0.011657,8918,1469,1322,951,True,True,True,Sales,3,1,1,18.0,True,True,0.66446817,0.31299978,0.51369375,True,0.0,0
15930.0,False,True,True,False,1,22500.0,1107.45,Alone,Commercial,2.0,M,False,CL,Home,0.018801,10525,2174,4229,2827,True,False,True,Sales,3,2,2,9.0,True,True,0.6241945,0.6288941,0.37740424,True,0.0,0
20250.0,False,False,True,True,0,35553.6,1330.65,Alone,Service,1.0,M,False,CL,Home,0.010556,12661,1316,1408,3370,True,False,False,Drivers,2,3,5,13.0,True,True,0.48311472,0.55552876,0.21035023,True,2.0,0
67500.0,True,False,True,False,0,95790.15,3661.65,Alone,Commercial,2.0,S,False,CL,Home,0.006233,9399,322,1943,2062,True,False,False,Laborers,1,2,1,19.0,True,True,0.384034,0.6589395,0.36061257,True,2.0,0
27000.0,True,False,False,True,1,118512.0,4269.6,Relative,Service,1.0,M,False,CL,Home,0.018209,14120,157,658,4016,True,False,False,Laborers,3,3,2,8.0,True,True,0.6213495,0.1463111,0.4258929,True,5.0,0
29250.0,False,False,True,True,0,67463.55,3457.35,Alone,Govt Job,2.0,S,False,CL,Home,0.04622,10475,171,4781,2654,True,False,False,Laborers,1,1,4,16.0,True,True,0.57199836,0.7076152,0.5298898,True,2.0,0
25200.0,True,True,True,False,1,76500.0,3825.0,Alone,Commercial,2.0,M,False,RL,Home,0.006207,10310,406,191,2974,True,False,False,Core,3,2,4,12.0,True,True,0.27456495,0.6920453,0.4311918,True,1.0,0
5850.0,False,False,True,True,2,13500.0,675.0,Alone,Service,2.0,D,False,RL,Home,0.031329,16225,9143,4954,4300,True,True,True,Core,3,2,3,10.0,True,True,0.58997315,0.6182127,0.5190973,True,1.0,0
18000.0,True,True,False,True,0,24727.5,1622.7,Alone,Commercial,1.0,M,False,CL,Home,0.011703,14116,886,2727,2958,True,True,False,Realty agents,2,2,6,17.0,True,True,0.5543469,0.55926734,0.56560796,True,2.0,0
9450.0,False,False,True,True,0,40950.0,1298.7,Alone,Service,1.0,M,False,CL,Home,0.020246,9926,237,1326,2072,True,False,False,Managers,2,3,5,11.0,True,True,0.15043437,0.27554893,0.69409263,True,4.0,0
27000.0,True,True,True,True,0,103507.2,3039.3,Alone,Service,2.0,M,False,CL,Home,0.022625,13666,1270,7376,1491,True,False,False,Managers,2,2,3,14.0,True,True,0.33068663,0.58187914,0.2032521,True,4.0,0
16875.0,True,False,True,True,0,58500.0,2491.65,Alone,Service,1.0,M,False,CL,Home,0.026392,14384,100,1083,4500,True,True,False,Laborers,2,2,3,13.0,True,True,0.32971498,0.6380684,0.63970757,True,4.0,0
20250.0,False,False,True,False,0,53910.0,2296.8,Alone,Commercial,1.0,M,False,CL,Family,0.035792,15696,1134,7205,4297,True,True,True,Laborers,2,2,3,15.0,True,True,0.41342577,0.7122802,0.6512602,True,2.0,0
11250.0,False,True,True,True,0,10188.0,1162.35,Alone,Commercial,2.0,S,False,CL,Home,0.014464,10975,1227,5338,3656,True,False,False,Laborers,1,2,6,6.0,True,True,0.2559964,0.4443022,0.6380435,True,2.0,0
18000.0,True,False,True,True,0,54450.0,2411.55,Alone,Service,1.0,M,False,CL,Home,0.028663,16412,9581,6317,4265,True,False,False,High skill tech,2,2,5,13.0,True,True,0.44514987,0.5896682,0.5902333,True,0.0,0
11250.0,False,True,True,True,2,22500.0,1094.4,Alone,Service,1.0,M,False,CL,Home,0.026392,11075,2226,624,3178,True,True,True,Core,4,2,3,8.0,True,True,0.31592706,0.5958127,0.45789954,True,3.0,0
33750.0,False,True,False,True,1,75519.0,3645.9,Relative,Service,2.0,M,False,CL,Home,0.01885,14355,3164,1197,1204,True,False,False,Laborers,3,2,1,9.0,True,True,0.8241351,0.73092335,0.56560796,True,3.0,0
22500.0,True,False,False,True,0,67538.25,2642.4,Alone,Service,1.0,M,False,CL,Home,0.028663,13103,1334,6141,1814,True,True,True,Sales,2,2,6,13.0,True,True,0.33485135,0.49299926,0.24853556,True,5.0,1
13500.0,False,True,False,True,2,102474.0,4527.0,Alone,Commercial,2.0,M,False,CL,Home,0.014464,12945,541,2074,2331,True,False,False,Core,4,2,4,7.0,True,True,0.52870184,0.68070626,0.785052,True,5.0,0
9450.0,False,True,False,True,0,8625.6,704.25,Alone,Commercial,1.0,S,False,CL,Home,0.016612,15491,813,9317,3919,True,False,True,Sales,1,2,1,16.0,True,True,0.8538211,0.60684204,0.5797274,True,0.0,0
22500.0,True,False,True,True,2,113076.0,3122.55,Alone,nan,2.0,D,False,CL,Home,0.04622,12146,1935,5948,4269,True,False,False,Laborers,3,1,4,13.0,True,True,0.39035967,0.76038885,0.56560796,True,5.0,0
18000.0,True,False,True,True,2,49500.0,2475.0,Alone,Service,2.0,M,False,RL,Home,0.010006,15142,344,3481,4564,True,False,False,Cooking,4,1,4,14.0,True,True,0.46738058,0.7652826,0.71215516,True,0.0,0
11250.0,False,True,False,True,1,27000.0,1041.3,Partner,Service,2.0,S,False,CL,Home,0.01452,10148,900,198,2561,True,False,False,Managers,2,2,4,14.0,True,True,0.45075673,0.24986741,0.43473324,True,3.0,0
36000.0,True,False,False,True,2,45000.0,5090.4,Alone,Service,1.0,M,False,CL,Home,0.009657,16867,824,9132,414,True,False,True,Laborers,4,2,2,13.0,True,True,0.43719783,0.28589788,0.28371188,True,5.0,0
22500.0,False,True,True,True,0,112500.0,3302.55,Alone,Service,1.0,S,False,CL,Home,0.01452,14300,467,8122,3461,True,False,False,Core,1,2,5,10.0,True,True,0.2574419,0.26634455,0.6212263,True,0.0,0
15300.0,True,True,True,True,2,26955.0,2028.15,Alone,Govt Job,2.0,M,False,CL,Home,0.010032,14855,8148,957,4659,True,True,True,Core,4,2,2,11.0,True,True,0.6204028,0.5611046,0.3016249,True,3.0,0
13500.0,False,False,False,False,0,22500.0,1777.5,Alone,Service,1.0,S,False,CL,Home,0.072508,15926,1152,1165,4186,True,False,False,Sales,1,1,4,17.0,True,True,0.25664178,0.7371518,0.59892625,True,1.0,0
15300.0,True,False,True,True,1,45000.0,2732.4,Alone,Service,1.0,M,False,CL,Home,0.026392,10570,675,582,569,True,False,False,High skill tech,3,2,4,12.0,True,True,0.4560121,0.50038457,0.11836433,True,2.0,0
14850.0,False,False,True,True,0,77368.05,3950.1,Alone,Service,1.0,M,False,CL,Home,0.018634,16990,397,10011,535,True,False,False,Laborers,2,2,4,12.0,True,True,0.6698816,0.41375247,0.1110424,True,3.0,1
27000.0,True,True,False,True,2,59256.0,3593.7,Alone,Commercial,2.0,M,False,CL,Home,0.072508,14327,1422,162,1652,True,False,True,Managers,4,1,3,11.0,True,True,0.62492204,0.7322888,0.5726825,True,5.0,0
22500.0,True,False,True,False,0,131211.0,5559.3,Alone,Govt Job,1.0,S,False,CL,Rental,0.014464,8160,1221,7704,777,True,True,False,Core,1,2,5,10.0,True,True,0.23638003,0.15913422,0.2636468,True,2.0,0
11250.0,True,False,True,True,0,33192.0,1707.75,Others,Service,0.0,S,False,CL,Home,0.010643,8901,874,4706,713,True,False,False,Laborers,1,2,3,16.0,True,True,0.06184991,0.0767379,0.5064842,True,4.0,0
20250.0,False,False,True,False,2,50049.0,4875.75,Alone,Service,2.0,M,False,CL,Home,0.031329,14363,573,13637,4236,True,True,False,Managers,4,2,4,14.0,True,True,0.74225813,0.67143047,0.7738957,True,0.0,0
26100.0,False,True,False,True,0,59850.0,4087.8,Alone,Govt Job,1.0,M,False,CL,Home,0.026392,15921,6982,10030,4369,True,False,False,Core,2,2,5,11.0,True,True,0.46909514,0.71332777,0.6642483,True,2.0,0
22500.0,True,False,False,True,0,114015.6,3780.9,Alone,Commercial,2.0,S,False,CL,Home,0.025164,20099,2655,8896,3563,True,False,False,Managers,1,2,4,14.0,True,True,0.46898946,0.66334856,0.2539628,True,4.0,0
22500.0,False,False,True,False,0,76187.25,5696.1,Alone,Commercial,1.0,M,False,CL,Home,0.002506,19372,3405,10239,2912,True,False,False,Sales,2,2,3,5.0,True,True,0.3433138,0.695284,0.75440615,True,2.0,0
6750.0,False,False,True,False,2,9382.95,1023.3,Alone,Service,1.0,M,False,CL,Home,0.008019,12850,1234,7246,5006,True,False,False,Accountants,4,2,6,15.0,True,True,0.49055892,0.7238207,0.5549468,True,2.0,0
38250.0,True,False,False,True,0,146761.2,5820.3,Relative,Govt Job,2.0,M,False,CL,Home,0.002506,19680,3269,6971,3092,True,True,True,Accountants,2,2,4,4.0,True,True,0.8300895,0.7474783,0.52449644,True,0.0,0
18000.0,False,False,True,False,0,45000.0,2097.9,Alone,Service,1.0,S,False,CL,Home,0.010006,10802,3828,88,1133,True,False,True,High skill tech,1,2,0,11.0,True,True,0.5034192,0.28443578,0.7738957,True,0.0,0
20250.0,False,False,True,True,1,90000.0,4329.9,Alone,Govt Job,2.0,D,False,CL,Home,0.010966,12723,2400,327,975,True,False,False,Accountants,2,2,0,10.0,True,True,0.3574974,0.5524976,0.5316861,True,2.0,0
18360.0,False,False,True,True,1,22500.0,1125.0,Relative,Service,2.0,M,False,RL,Home,0.001276,12910,1397,2738,2534,True,True,False,High skill tech,3,2,6,6.0,True,True,0.4889751,0.2521491,0.53527623,True,1.0,0
11250.0,False,False,True,True,0,44442.0,1970.55,Partner,Service,1.0,M,False,CL,Home,0.006671,14250,1194,887,1413,True,False,False,Core,2,2,2,10.0,True,True,0.34766325,0.6034196,0.3409064,True,0.0,0
15750.0,False,True,False,True,0,33424.2,2288.7,Alone,Service,2.0,S,False,CL,Home,0.020246,10139,172,5766,2809,True,False,False,Core,1,3,3,12.0,True,True,0.3036037,0.53932047,0.4920601,True,2.0,0
72000.0,False,False,True,False,0,157500.0,4331.25,Alone,Service,2.0,M,False,CL,Home,0.009175,11694,1748,1286,1479,True,True,False,Sales,2,2,3,14.0,True,True,0.536265,0.7865136,0.3062023,True,1.0,0
31500.0,False,True,True,True,0,197107.2,6864.3,Relative,Service,2.0,M,False,CL,Home,0.025164,15295,1624,9369,3804,True,False,False,Core,2,2,5,16.0,True,True,0.47844556,0.6609172,0.37910047,True,1.0,1
15750.0,False,False,False,True,0,102474.0,4527.0,Alone,Commercial,1.0,M,False,CL,Home,0.025164,16670,4323,794,205,True,False,True,Sales,2,2,4,12.0,True,True,0.26303878,0.5919731,0.6006575,True,1.0,0
27000.0,True,True,True,False,0,75519.0,3212.55,Alone,Service,2.0,W,False,CL,Home,0.010966,18090,2667,7063,1628,True,False,False,High skill tech,1,2,2,10.0,True,True,0.7819662,0.7366558,0.5100895,True,0.0,0
11250.0,True,True,False,True,0,28440.0,1084.95,Alone,Service,1.0,M,False,CL,Home,0.006207,17715,6749,7562,1248,True,True,True,Drivers,2,2,0,13.0,True,True,0.853576,0.7527616,0.6463299,True,2.0,0
10350.0,False,False,True,False,1,50849.55,2154.15,Alone,Commercial,2.0,M,False,CL,Home,0.031329,11147,993,5360,2975,True,False,True,Sales,3,2,5,9.0,True,True,0.4465651,0.6624934,0.5954562,True,2.0,0
13500.0,True,False,False,True,0,50849.55,2167.2,Alone,Service,2.0,M,False,CL,Home,0.018029,12305,2072,5528,76,True,False,False,Core,2,2,1,9.0,True,True,0.6802928,0.50630486,0.4294237,True,4.0,0
18900.0,False,False,False,False,0,135000.0,3574.35,Alone,Service,1.0,S,False,CL,Home,0.015221,15113,8059,9225,4758,True,False,False,Laborers,1,2,0,9.0,True,True,0.50586313,0.6145105,0.6690567,True,1.0,0
9000.0,False,True,False,True,1,13500.0,675.0,Relative,Service,1.0,M,False,RL,Home,0.010643,9954,474,198,2517,True,False,False,Sales,3,2,0,12.0,True,True,0.23520452,0.28705558,0.3893388,True,0.0,0
18000.0,True,False,True,False,0,67500.0,2424.6,Alone,Service,1.0,M,False,CL,Home,0.022625,20775,180,5971,3947,True,True,True,Security,2,2,3,16.0,True,True,0.7161595,0.6319104,0.25123945,True,2.0,0
18900.0,False,False,False,True,1,69750.0,4470.75,Relative,nan,2.0,M,False,CL,Home,0.04622,10045,1730,3641,2691,True,False,False,Core,3,1,5,13.0,True,True,0.34747684,0.775752,0.3825018,True,1.0,0
11250.0,True,True,False,True,1,23181.3,2138.85,Alone,Service,2.0,M,False,CL,Home,0.008625,10737,394,696,1810,True,False,False,Sales,3,2,1,13.0,True,True,0.34340948,0.5176417,0.6769925,True,1.0,0
33750.0,False,True,True,True,1,52315.2,4811.4,Alone,Service,1.0,M,False,CL,Home,0.04622,10364,3287,5034,2137,True,False,False,Laborers,3,1,3,17.0,True,True,0.37864745,0.6459738,0.58499,True,3.0,0
22500.0,True,True,True,False,1,128835.0,3780.0,Partner,Service,1.0,M,False,CL,Family,0.018801,13518,4012,5632,4137,True,False,False,Laborers,3,2,2,8.0,True,True,0.42653406,0.38840845,0.8128226,True,4.0,0
18000.0,False,True,False,False,2,45000.0,4464.0,Alone,Govt Job,2.0,M,False,CL,Home,0.006629,11692,4964,5831,1145,True,True,True,Core,4,2,4,10.0,True,True,0.8166506,0.7353684,0.67065173,True,6.0,0
9000.0,False,False,False,True,1,18000.0,900.0,Relative,Service,1.0,M,False,RL,Home,0.020246,13944,134,6802,4813,True,True,False,Laborers,3,3,6,11.0,True,True,0.14116748,0.21404755,0.1634257,True,0.0,0
9000.0,False,False,False,True,0,51778.8,1964.7,Alone,Service,1.0,M,False,CL,Home,0.031329,19538,11909,8680,3075,True,False,False,High skill tech,2,2,3,13.0,True,True,0.6681983,0.5670838,0.3996756,True,1.0,0
32400.0,False,False,False,True,0,54504.0,3962.7,Alone,Commercial,2.0,M,False,CL,Home,0.072508,14485,2736,4553,4842,True,False,True,Accountants,2,1,6,16.0,True,True,0.65460175,0.548645,0.2608559,True,0.0,0
29250.0,True,True,True,True,1,12938.4,1199.7,Alone,Service,1.0,M,False,CL,Home,0.003813,10649,1615,2061,1322,True,False,False,Medicine,3,2,4,6.0,True,True,0.25144562,0.68335724,0.089043885,True,0.0,1
29250.0,True,True,True,True,1,65561.4,6629.85,Alone,Service,1.0,M,False,CL,Home,0.018209,15326,1352,4333,4290,True,False,False,Laborers,3,3,4,15.0,True,True,0.23070462,0.3511146,0.391055,True,4.0,0
18000.0,False,False,True,False,3,80865.0,2317.5,Alone,Service,2.0,S,False,CL,Home,0.022625,17828,1672,7511,1376,True,False,False,High skill tech,4,2,6,16.0,True,True,0.51666135,0.55722356,0.47045612,True,1.0,0
40950.0,False,True,True,True,2,45000.0,5102.55,Alone,Service,1.0,M,False,CL,Home,0.028663,10304,217,191,809,True,False,False,High skill tech,4,2,5,10.0,True,True,0.23024057,0.44751692,0.39794633,True,0.0,1
22500.0,False,False,True,True,2,61261.2,2595.6,Alone,Commercial,1.0,M,False,CL,Home,0.072508,13984,6014,7828,1581,True,False,True,Sales,4,1,4,14.0,True,True,0.5103878,0.73417085,0.53348166,True,8.0,0
10350.0,False,False,True,False,0,22500.0,1437.75,Alone,Commercial,1.0,M,False,CL,Home,0.019689,15317,1233,2843,4653,True,False,True,Cooking,2,2,3,7.0,True,True,0.28604054,0.08042167,0.34905526,True,2.0,0
18000.0,False,False,True,False,3,153555.3,4222.35,Alone,Service,1.0,M,False,CL,Home,0.010032,15026,3190,1356,2803,True,False,True,Laborers,5,2,6,15.0,True,True,0.17041798,0.37041557,0.3264752,True,3.0,1
13500.0,False,False,True,True,1,33750.0,1687.5,Alone,Commercial,1.0,M,False,RL,Home,0.005313,15050,4378,235,4677,True,False,False,Laborers,3,2,5,13.0,True,True,0.36009434,0.7424889,0.45253357,True,2.0,0
11250.0,False,False,True,True,0,44442.0,1692.45,Alone,Service,2.0,M,False,CL,Home,0.010966,15779,293,3369,4229,True,False,False,Core,2,2,5,14.0,True,True,0.5086779,0.3060319,0.48665315,True,0.0,0
15750.0,True,False,True,True,0,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.009175,16228,98,6707,4593,True,False,False,Sales,2,2,4,10.0,True,True,0.7841376,0.60186434,0.109626435,True,0.0,0
24750.0,True,False,False,False,0,90000.0,5025.6,Relative,Govt Job,1.0,M,False,CL,Home,0.007114,14691,7284,3504,4910,True,True,True,Managers,2,2,6,13.0,True,True,0.5475829,0.6613924,0.66585493,True,2.0,0
24750.0,True,False,True,True,0,67500.0,3260.25,Relative,Service,1.0,M,False,CL,Home,0.025164,15711,3241,5633,1174,True,False,True,High skill tech,2,2,3,11.0,True,True,0.5922016,0.6587527,0.5585066,True,5.0,0
18000.0,False,True,False,True,0,37692.0,1673.1,Alone,Commercial,1.0,S,False,CL,Home,0.006008,17876,2129,1492,1428,True,False,False,Sales,1,2,2,11.0,True,True,0.74661875,0.652165,0.7394118,True,2.0,0
18000.0,False,False,False,False,2,16789.5,1992.15,Alone,Service,2.0,M,False,CL,Home,0.02461,13611,2901,874,4171,True,True,True,Core,4,2,2,15.0,True,True,0.6277976,0.4860649,0.41709965,True,3.0,0
15750.0,False,True,True,True,0,67500.0,2190.6,Partner,Commercial,2.0,M,False,CL,Home,0.010006,11324,710,338,3144,True,False,False,Accountants,2,1,4,14.0,True,True,0.44280627,0.6722212,0.56737924,True,1.0,0
8550.0,False,False,True,True,1,31500.0,2958.3,Alone,Commercial,2.0,M,False,CL,Home,0.018209,12289,1145,6372,2358,True,False,False,Core,3,3,3,7.0,True,True,0.18833727,0.32258058,0.6561584,True,4.0,0
11250.0,True,True,True,True,1,72450.0,3082.5,Relative,Service,1.0,M,False,CL,Home,0.026392,16012,4915,3058,4442,True,False,False,Core,3,2,4,16.0,True,True,0.86746573,0.64968556,0.5118918,True,0.0,0
31050.0,True,False,False,True,1,60219.45,3375.45,Partner,Commercial,1.0,M,False,CL,Home,0.04622,13614,4128,676,891,True,False,False,Laborers,3,1,6,12.0,True,True,0.5473858,0.7522933,0.52449644,True,2.0,0
18000.0,True,True,False,False,2,81000.0,2334.15,Alone,Service,1.0,M,False,CL,Home,0.010643,13304,4061,5965,4155,True,False,False,Core,4,2,4,18.0,True,True,0.7976804,0.6047009,0.5585066,True,0.0,0
13500.0,False,False,False,True,1,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.018634,14543,265,8625,4410,True,False,False,Core,3,2,3,16.0,True,True,0.4216096,0.65006375,0.5513813,True,0.0,0
25650.0,False,False,True,False,0,62241.3,2754.45,Alone,Commercial,2.0,M,False,CL,Home,0.011703,11212,2565,11212,3781,True,False,False,HR,2,2,5,10.0,True,True,0.60459816,0.7662044,0.7610264,True,2.0,0
13500.0,False,False,True,True,0,67500.0,5223.6,Alone,Commercial,2.0,M,False,CL,Home,0.00496,20898,5307,11653,4375,True,False,True,Managers,2,2,3,19.0,True,True,0.9068167,0.7209394,0.7713616,True,1.0,0
15750.0,False,True,True,True,0,66488.4,2401.2,Alone,Commercial,1.0,M,False,CL,Home,0.04622,12322,5227,6440,3410,True,False,True,High skill tech,2,1,3,11.0,True,True,0.66993827,0.77713746,0.42413032,True,0.0,0
22500.0,True,False,True,True,0,88884.0,2950.65,Kids,Commercial,2.0,D,False,CL,Home,0.072508,14372,732,7841,1870,True,False,True,Laborers,1,1,3,17.0,True,True,0.40927768,0.38551903,0.52629495,True,1.0,0
8100.0,False,True,True,True,0,22500.0,1125.0,Alone,Service,1.0,M,False,RL,Office,0.020713,17916,168,5165,1348,True,False,True,Laborers,2,2,3,11.0,True,True,0.7394341,0.46185708,0.7252764,True,1.0,0
15750.0,True,False,True,False,1,107820.0,3833.1,Alone,Service,1.0,M,False,CL,Family,0.010032,11393,384,5043,3417,True,False,False,Laborers,3,2,4,6.0,True,True,0.25592908,0.45458815,0.508287,True,2.0,0
18000.0,False,False,True,False,0,32702.4,2128.95,Alone,Service,2.0,M,False,CL,Municipal,0.001276,10763,648,3295,3428,True,True,True,Sales,2,2,4,9.0,True,True,0.29188126,0.19784406,0.47944897,True,1.0,0
18000.0,False,True,False,True,0,50849.55,2167.2,Alone,Service,1.0,M,False,CL,Home,0.01885,19597,8056,468,3093,True,False,False,Medicine,2,2,1,14.0,True,True,0.61445004,0.5862406,0.42413032,True,8.0,0
6750.0,False,True,True,True,1,55936.8,2868.75,Alone,nan,1.0,M,False,CL,Home,0.018029,11247,3418,11216,325,True,False,False,Core,3,3,4,9.0,True,True,0.22161683,0.12475722,0.2940831,True,3.0,1
13500.0,False,False,False,True,1,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.020246,12830,3237,190,5323,True,False,False,Sales,3,3,4,6.0,True,True,0.64086556,0.4192209,0.25123945,True,0.0,0
13500.0,False,False,True,True,0,107820.0,3165.3,Alone,Commercial,1.0,M,False,CL,Office,0.018801,18876,245,204,1405,True,True,False,Sales,2,2,2,17.0,True,True,0.32163194,0.57764894,0.18195911,True,0.0,0
58500.0,False,False,False,False,0,40743.45,3770.1,Alone,Commercial,1.0,D,False,CL,Home,0.072508,12982,1509,2085,1699,True,False,False,Sales,1,1,5,11.0,True,True,0.4993067,0.6819218,0.3539876,True,1.0,0
13500.0,False,False,False,False,0,60147.0,3083.85,Alone,Service,1.0,S,False,CL,Home,0.008019,12778,238,402,602,True,True,False,Security,1,2,2,10.0,True,True,0.24725148,0.43184653,0.13094716,True,0.0,0
13500.0,False,True,True,True,1,29525.4,1433.25,Alone,Commercial,2.0,M,False,CL,Home,0.018801,14927,3527,1675,4201,True,False,False,Core,3,2,6,11.0,True,True,0.68005437,0.58721626,0.42061096,True,0.0,0
13500.0,False,False,True,False,0,50940.0,4037.4,Alone,Govt Job,1.0,S,False,CL,Family,0.035792,10641,1094,5034,3298,True,False,False,Private service,1,2,4,15.0,True,True,0.25715813,0.6182953,0.12689753,True,1.0,0
18000.0,False,False,True,True,0,54000.0,2700.0,Alone,Commercial,2.0,S,False,RL,Home,0.011703,18397,1699,9680,1688,True,False,False,Managers,1,2,3,17.0,True,True,0.6969895,0.7434202,0.17456427,True,0.0,0
12600.0,False,False,False,True,3,27000.0,1350.0,Alone,Commercial,1.0,M,False,RL,Home,0.025164,10839,411,5214,3518,True,False,False,Low-skill Laborers,5,2,0,10.0,True,True,0.22883987,0.5510103,0.63470554,True,7.0,0
18000.0,False,True,True,False,2,41522.4,1202.85,Alone,Commercial,2.0,M,False,CL,Home,0.009657,11168,394,680,258,True,False,True,Managers,4,2,3,9.0,True,True,0.31565586,0.42242944,0.6801388,True,2.0,0
9900.0,True,False,True,False,1,121500.0,3552.3,Alone,Service,1.0,M,False,CL,Home,0.018801,16692,855,2388,232,True,True,True,Sales,3,2,2,12.0,True,True,0.6864,0.6083593,0.47045612,True,2.0,0
22500.0,False,False,True,True,0,67500.0,3375.0,Alone,Commercial,2.0,S,False,RL,Home,0.032561,18193,222,8400,1532,True,False,False,Sales,1,1,2,16.0,True,True,0.7402423,0.7357597,0.8128226,True,3.0,0
24750.0,False,False,True,True,0,40324.95,1892.7,Alone,Commercial,2.0,W,False,CL,Home,0.009175,15843,8572,1127,5555,True,False,False,Accountants,1,2,2,15.0,True,True,0.7591791,0.28589788,0.6690567,True,3.0,0
15750.0,False,False,False,True,0,45000.0,2201.85,Alone,Commercial,1.0,M,False,CL,Home,0.018209,9005,1239,9,1419,True,False,False,Laborers,2,3,3,14.0,True,True,0.029547742,0.24436702,0.36061257,True,0.0,0
20250.0,True,False,True,True,0,27000.0,1350.0,Alone,Commercial,1.0,M,False,RL,Home,0.010032,21997,3621,10111,4726,True,False,True,Drivers,2,2,2,10.0,True,True,0.7454128,0.5447974,0.3457848,True,1.0,0
27000.0,False,False,False,False,1,92700.0,2723.4,Relative,Service,2.0,M,False,CL,Home,0.030755,14792,5180,2846,6032,True,False,False,Core,3,2,6,15.0,True,True,0.82309496,0.6903884,0.72094417,True,3.0,0
31500.0,False,False,False,False,0,28425.6,2824.2,Alone,Commercial,1.0,S,False,CL,Home,0.04622,20600,674,5389,2060,True,True,True,Sales,1,1,4,12.0,True,True,0.67419887,0.71704704,0.29558265,True,2.0,0
14400.0,False,False,False,False,0,30942.0,1179.45,Alone,Service,1.0,M,False,CL,Family,0.003818,11217,4131,5749,1212,True,True,True,Core,2,2,5,7.0,True,True,0.27143165,0.40624118,0.18411615,True,1.0,0
13500.0,True,False,True,True,0,31500.0,1531.8,Alone,Commercial,2.0,M,False,CL,Home,0.031329,11841,1621,5239,3407,True,False,False,Accountants,2,2,6,9.0,True,True,0.74621886,0.5961496,0.31859553,True,1.0,0
18450.0,True,True,True,True,2,107820.0,3152.25,Partner,Service,2.0,M,False,CL,Home,0.020246,10598,854,558,630,True,False,False,High skill tech,4,3,2,9.0,True,True,0.29133895,0.47260195,0.4830502,True,0.0,0
18000.0,False,True,False,False,0,30150.0,2380.5,Alone,Commercial,2.0,S,False,CL,Home,0.015221,18387,10975,5201,1922,True,False,False,Accountants,1,2,2,10.0,True,True,0.71989274,0.61093,0.30927536,True,0.0,0
9000.0,False,True,True,True,1,7641.0,919.8,Alone,Service,2.0,M,False,CL,Home,0.025164,15240,750,2727,4705,True,True,False,Laborers,3,2,6,12.0,True,True,0.54993373,0.5493056,0.78260785,True,2.0,0
9000.0,False,False,True,False,1,67950.0,1999.8,Alone,Service,1.0,M,False,CL,Municipal,0.020713,13752,1710,7845,4464,True,False,False,Medicine,3,1,3,12.0,True,True,0.40184265,0.6614659,0.31703177,True,3.0,0
11250.0,True,False,True,True,0,30522.15,2424.6,Alone,Service,1.0,M,False,CL,Home,0.022625,10993,2604,803,3496,True,False,False,Cooking,2,2,1,9.0,True,True,0.3295138,0.5623589,0.7862666,True,1.0,0
11250.0,False,True,False,False,0,84308.85,3446.55,Alone,Commercial,1.0,M,False,CL,Rental,0.04622,15161,144,6,2237,True,False,False,Sales,2,1,3,13.0,True,True,0.37027848,0.58372945,0.2764407,True,0.0,0
27000.0,True,True,True,False,0,45000.0,2097.9,Relative,Service,1.0,M,False,CL,Home,0.032561,10351,1139,148,2682,True,False,False,Laborers,2,1,2,1.0,True,True,0.2044644,0.7066279,0.20796417,True,1.0,0
18000.0,False,True,True,False,0,54000.0,3015.0,Alone,Service,1.0,D,False,CL,Home,0.0105,14121,1679,2510,1667,True,True,True,Sales,1,3,1,15.0,True,True,0.5696791,0.6908743,0.5726825,True,4.0,0
16200.0,False,True,False,True,1,40500.0,2025.0,Alone,Govt Job,2.0,M,False,RL,Home,0.032561,11650,1115,3503,2861,True,False,False,Core,3,1,1,10.0,True,True,0.34585318,0.78742284,0.37233368,True,2.0,0
11250.0,False,True,False,False,0,128835.0,3780.0,Relative,Commercial,2.0,M,False,CL,Home,0.006852,21656,5214,8783,4107,True,False,False,Drivers,2,3,0,6.0,True,True,0.7443495,0.4312028,0.42236966,True,1.0,0
20250.0,True,False,False,True,1,67500.0,5346.0,Alone,Service,1.0,M,False,CL,Home,0.026392,11391,401,199,355,True,False,False,Drivers,3,2,1,11.0,True,True,0.06541903,0.6294655,0.19294223,True,7.0,1
11250.0,False,False,True,True,0,22500.0,1125.0,Relative,Service,1.0,D,False,RL,Home,0.006296,19127,122,8227,2667,True,False,False,Secretaries,1,3,5,16.0,True,True,0.57199836,0.51921946,0.75037515,True,0.0,0
20250.0,False,True,False,False,0,33883.2,1773.9,Alone,Commercial,2.0,M,False,CL,Home,0.009175,10399,1786,4437,1348,True,True,True,Managers,2,2,4,19.0,True,True,0.77775514,0.6985864,0.41709965,True,0.0,0
36000.0,True,False,True,True,0,102474.0,5571.9,Alone,Commercial,2.0,M,False,CL,Home,0.030755,13014,3240,151,3171,True,False,False,Managers,2,2,3,10.0,True,True,0.23901801,0.22184424,0.31703177,True,4.0,0
22500.0,True,False,False,True,0,15750.0,787.5,Alone,Service,1.0,S,False,RL,Home,0.009175,15788,2544,9715,594,True,False,False,Drivers,1,2,2,16.0,True,True,0.6590787,0.7297778,0.71215516,True,0.0,0
21150.0,False,False,True,True,0,80865.0,3146.4,Alone,Commercial,2.0,D,False,CL,Home,0.014464,14258,195,1583,2984,True,False,False,Laborers,1,2,6,5.0,True,True,0.18416017,0.66635495,0.7062051,True,2.0,0
27000.0,False,True,False,True,0,79083.0,5284.8,Alone,Commercial,1.0,M,False,CL,Home,0.04622,16292,1818,2210,2812,True,False,False,Laborers,2,1,2,11.0,True,True,0.71552837,0.68625534,0.6430256,True,1.0,0
25200.0,False,True,False,True,0,67387.5,2186.55,Alone,Commercial,1.0,S,False,CL,Home,0.018634,15591,738,9540,4486,True,False,False,Core,1,2,4,15.0,True,True,0.78766847,0.42772543,0.508287,True,2.0,0
13500.0,False,True,False,True,1,19188.0,2048.85,Alone,Service,1.0,S,False,CL,Home,0.00963,12569,3284,3242,4069,True,True,False,Sales,2,2,5,15.0,True,True,0.4013668,0.6139301,0.75839305,True,2.0,0
13500.0,False,True,True,True,1,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.035792,10766,435,1749,940,True,False,False,Laborers,3,2,1,12.0,True,True,0.24066344,0.69877976,0.19977057,True,2.0,0
8100.0,False,False,True,True,1,11250.0,1181.25,Alone,Service,1.0,M,False,CL,Home,0.010556,12594,2526,4372,4399,True,True,False,Core,3,3,1,13.0,True,True,0.5664517,0.606362,0.12689753,True,0.0,0
13050.0,False,False,True,True,1,22500.0,1804.05,Alone,Service,2.0,M,False,CL,Home,0.031329,10439,673,2113,3088,True,True,True,Accountants,3,2,3,11.0,True,True,0.48117915,0.7668892,0.49386287,True,3.0,0
22500.0,False,False,True,True,0,106159.95,3437.55,Relative,Govt Job,2.0,D,False,CL,Home,0.005002,16722,2998,2877,269,True,False,True,Core,1,3,4,15.0,True,True,0.79783154,0.59038234,0.36227724,True,1.0,0
22500.0,False,True,True,True,1,45000.0,2110.95,Alone,Govt Job,1.0,M,False,CL,Home,0.003541,8569,1645,1129,800,True,True,True,Accountants,3,1,1,13.0,True,True,0.4643078,0.5122507,0.34905526,True,0.0,0
18000.0,True,False,True,False,0,50849.55,2029.5,Alone,Service,2.0,S,False,CL,Municipal,0.022625,18776,4821,3391,2314,True,False,False,Drivers,1,2,6,13.0,True,True,0.8247122,0.67816293,0.5814837,True,2.0,0
13500.0,True,False,False,False,0,52128.0,3150.0,Alone,Service,2.0,M,False,CL,Home,0.016612,16380,2589,4619,4637,True,True,True,Accountants,2,2,0,19.0,True,True,0.80576617,0.5881329,0.33445412,True,4.0,0
10800.0,False,False,False,True,0,23985.0,2583.0,Alone,Service,2.0,S,False,CL,Family,0.00702,9646,131,7392,2328,True,True,True,Laborers,1,2,2,14.0,True,True,0.23282461,0.6039637,0.56737924,True,2.0,0
15750.0,False,False,True,False,0,111600.0,3262.95,Alone,Commercial,1.0,S,False,CL,Home,0.006008,14182,1922,7977,4935,True,False,False,Managers,1,2,1,18.0,True,True,0.6275084,0.7223626,0.5460232,True,1.0,0
42750.0,False,False,True,False,0,76022.55,3015.0,Relative,Service,2.0,M,False,CL,Home,0.028663,12834,249,2275,4271,True,True,False,Managers,2,2,2,16.0,True,True,0.1152426,0.270648,0.5298898,True,2.0,0
36000.0,False,True,True,True,0,135000.0,6750.0,Alone,Service,1.0,S,False,RL,Home,0.020713,10633,2456,381,3233,True,False,False,Core,1,1,1,9.0,True,True,0.2919909,0.63254595,0.7091891,True,2.0,0
22500.0,False,True,False,False,0,75519.0,3199.5,Alone,Commercial,2.0,M,False,CL,Family,0.072508,15394,218,9502,5267,True,False,True,Sales,2,1,4,16.0,True,True,0.6333757,0.7371814,0.5954562,True,1.0,0
18000.0,False,False,True,True,0,64008.0,2425.95,Alone,Commercial,2.0,M,False,CL,Home,0.02461,18976,261,2559,2524,True,False,True,Drivers,2,2,1,14.0,True,True,0.4386404,0.6721344,0.71657026,True,2.0,0
13500.0,False,False,False,True,2,22500.0,1125.0,Alone,Govt Job,2.0,M,False,RL,Home,0.072508,16645,8986,5615,176,True,False,False,Core,4,1,5,16.0,True,True,0.84235895,0.7448815,0.75574005,True,4.0,0
31500.0,False,True,True,True,1,80798.4,2915.1,Relative,Service,2.0,M,False,CL,Home,0.019689,15044,8401,6885,4278,True,False,False,Managers,3,2,5,8.0,True,True,0.9176914,0.44642502,0.51369375,True,4.0,0
45000.0,True,False,False,True,0,123750.0,6187.5,Alone,nan,2.0,M,False,RL,Home,0.072508,15642,3823,2841,4395,True,False,True,Core,2,1,2,18.0,True,True,0.85169566,0.74449486,0.75839305,True,0.0,0
15750.0,False,False,False,False,0,26955.0,1462.05,Alone,Service,2.0,S,False,CL,Home,0.031329,12216,1517,6338,4399,True,True,True,Core,1,2,4,12.0,True,True,0.6582241,0.7379137,0.50287825,True,1.0,0
16650.0,False,False,False,True,0,128835.0,3780.0,Relative,Service,1.0,M,False,CL,Home,0.00823,20011,4566,3635,3552,True,False,False,Sales,2,2,5,12.0,True,True,0.78012955,0.41200316,0.5100895,True,4.0,0
22500.0,False,True,False,True,0,59256.0,2850.75,Alone,Service,1.0,D,False,CL,Home,0.02461,15545,2469,7583,4879,True,True,True,Laborers,1,2,5,15.0,True,True,0.65524304,0.5351506,0.31859553,True,3.0,0
27000.0,False,True,True,True,0,143772.3,7457.4,Alone,Commercial,2.0,M,False,CL,Home,0.072508,16033,4941,9425,4425,True,False,False,HR,2,1,3,9.0,True,True,0.81018347,0.7365921,0.5726825,True,5.0,0
31500.0,True,True,False,True,0,84950.1,8586.9,Alone,Service,1.0,M,False,CL,Home,0.025164,19964,3384,777,3480,True,False,False,Sales,2,2,3,7.0,True,True,0.53884035,0.54628295,0.4974689,True,3.0,1
27000.0,True,False,True,True,1,50849.55,3424.95,Alone,Commercial,2.0,M,False,CL,Home,0.031329,16477,2503,3343,24,True,False,False,Managers,3,2,6,12.0,True,True,0.7890637,0.71633667,0.8061493,True,3.0,0
22500.0,True,False,True,True,0,107820.0,2857.05,Alone,Commercial,1.0,M,False,CL,Home,0.016612,18207,3574,1229,1757,True,False,False,Managers,2,2,5,14.0,True,True,0.8816413,0.68032116,0.5316861,True,1.0,0
22500.0,False,False,False,False,0,78192.0,3774.6,Alone,Service,1.0,M,False,CL,Home,0.010147,16348,1036,8851,4252,True,False,False,Drivers,2,2,5,15.0,True,True,0.12576775,0.6718452,0.2664568,True,2.0,0
33750.0,False,False,True,True,0,41605.2,2036.7,Alone,Service,1.0,S,False,CL,Home,0.008866,12465,1868,6390,4150,True,False,False,Core,1,2,1,15.0,True,True,0.60402113,0.45261532,0.14024319,True,4.0,0
9000.0,False,False,True,True,0,27363.6,1570.5,Alone,Service,1.0,D,False,CL,Home,0.018634,15604,1651,3167,3569,True,False,True,Core,1,2,1,12.0,True,True,0.36479846,0.39684048,0.51729655,True,0.0,0
13500.0,False,False,True,True,1,40432.5,2206.35,Relative,Service,1.0,M,False,CL,Home,0.025164,9679,927,4506,2287,True,False,False,Core,3,2,2,8.0,True,True,0.24473806,0.5832937,0.23143935,True,4.0,1
15750.0,False,False,False,True,0,106202.7,3118.05,Alone,Service,1.0,M,False,CL,Home,0.003818,13696,433,6090,4429,True,False,False,Sales,2,2,5,5.0,True,True,0.35352978,0.7465485,0.37571102,True,0.0,0
11700.0,False,True,True,False,0,18900.0,712.35,Alone,Service,1.0,M,False,CL,Home,0.010032,13669,1553,2662,1102,True,True,False,Core,2,2,4,11.0,True,True,0.3095058,0.1437138,0.61782616,True,3.0,1
13500.0,False,True,False,True,0,69980.85,3255.75,Alone,Service,2.0,M,False,CL,Home,0.008474,21109,10855,7937,3913,True,False,False,Core,2,2,4,12.0,True,True,0.88287264,0.54075986,0.66102356,True,0.0,0
7200.0,False,False,True,False,2,25470.0,1658.25,Alone,Govt Job,1.0,M,False,CL,Home,0.031329,14444,1609,2212,5290,True,True,False,Medicine,4,2,2,9.0,True,True,0.7521847,0.66036814,0.18088798,True,3.0,0
18000.0,False,True,False,False,0,28572.3,2303.55,Alone,Service,1.0,M,False,CL,Home,0.00496,13643,4663,812,1987,True,False,True,Laborers,2,2,2,10.0,True,True,0.23498833,0.57909405,0.1951984,True,1.0,0
15750.0,True,False,False,False,1,67766.4,2140.65,Kids,Service,1.0,M,False,CL,Rental,0.0228,11133,2392,4884,3157,True,False,False,Private service,3,2,3,13.0,True,True,0.31125784,0.7591516,0.4740513,True,0.0,0
31500.0,True,False,True,True,0,35834.4,2407.5,Alone,Service,2.0,M,False,CL,Home,0.035792,15225,1476,7759,2177,True,False,False,Managers,2,2,1,13.0,True,True,0.54278064,0.74466956,0.28665248,True,6.0,0
11250.0,True,False,True,True,2,52863.3,2556.0,Alone,Service,1.0,M,False,CL,Home,0.02461,11640,1260,1313,3007,True,False,True,Core,4,2,1,14.0,True,True,0.40385002,0.6594553,0.4311918,True,3.0,0
20250.0,True,True,True,False,0,106159.95,3117.15,Alone,Service,1.0,M,False,CL,Home,0.025164,17662,1147,3435,1170,True,False,False,Sales,2,2,6,13.0,True,True,0.6714026,0.6828649,0.39277387,True,0.0,0
23850.0,False,False,True,True,0,113211.0,3651.75,Alone,Govt Job,2.0,M,False,CL,Home,0.04622,12765,4443,210,1584,True,False,False,High skill tech,2,1,4,11.0,True,True,0.60220355,0.7328243,0.77008706,True,4.0,0
13500.0,True,False,True,False,0,31500.0,2304.9,Alone,Service,2.0,M,False,CL,Home,0.015221,14990,213,2261,6085,True,False,False,Laborers,2,2,4,7.0,True,True,0.17555189,0.34099022,0.7032033,True,2.0,0
11250.0,True,False,True,True,0,31276.8,2128.5,Alone,Service,1.0,D,False,CL,Home,0.020246,11039,597,5006,3671,True,False,False,Managers,1,3,5,11.0,True,True,0.2643947,0.09946001,0.42061096,True,9.0,0
22500.0,True,True,False,False,0,62553.6,3193.65,Alone,Service,2.0,M,False,CL,Home,0.031329,13784,2640,3589,4789,True,False,False,High skill tech,2,2,1,13.0,True,True,0.10170316,0.7012686,0.08226851,True,2.0,0
14490.0,False,True,True,False,1,25470.0,1435.05,Alone,Service,1.0,D,False,CL,Home,0.031329,17421,9395,5994,965,True,True,True,Laborers,2,2,1,14.0,True,True,0.674944,0.5705271,0.19294223,True,6.0,0
11250.0,False,False,False,False,1,33750.0,1687.5,Alone,Service,1.0,M,False,RL,Family,0.030755,9276,1462,4085,1952,True,True,True,Sales,3,2,2,20.0,True,True,0.40522128,0.59717584,0.113922395,True,4.0,0
15750.0,False,True,False,False,1,59256.0,3115.35,Alone,Commercial,2.0,M,False,CL,Municipal,0.006629,17018,2444,2676,541,True,False,False,Laborers,3,2,0,9.0,True,True,0.71356314,0.7429235,0.15663983,True,1.0,0
10350.0,True,False,True,True,1,34380.0,1685.25,Alone,Service,2.0,M,False,CL,Home,0.009175,11641,2285,463,4111,True,False,False,High skill tech,3,2,5,10.0,True,True,0.65142316,0.708203,0.5208976,True,0.0,0
49500.0,True,True,False,True,0,111384.0,5687.1,Alone,Commercial,2.0,M,False,CL,Home,0.022625,18633,1779,7842,2172,True,False,False,Managers,2,2,5,13.0,True,True,0.7889386,0.7354109,0.3392877,True,5.0,0
18000.0,False,True,True,True,1,150179.4,4976.1,Alone,Govt Job,2.0,M,False,CL,Home,0.003122,10730,1387,5479,356,True,False,False,Core,3,3,3,17.0,True,True,0.50204474,0.45134786,0.6479769,True,5.0,0
18000.0,True,False,True,False,1,70484.4,3390.75,Alone,Service,1.0,D,False,CL,Municipal,0.011703,11970,759,7153,3050,True,True,False,Sales,2,2,0,15.0,True,True,0.26125035,0.6906547,0.13680053,True,1.0,0
22500.0,True,False,True,True,0,80392.95,5372.55,Partner,Commercial,1.0,S,False,CL,Home,0.031329,16570,1865,3234,76,True,False,False,Laborers,1,2,4,8.0,True,True,0.45376104,0.7420162,0.19977057,True,1.0,0
11250.0,False,True,False,False,1,100692.0,3744.45,Alone,Commercial,2.0,M,False,CL,Home,0.020713,9601,117,202,2142,True,False,False,Core,3,2,1,9.0,True,True,0.3222282,0.06109768,0.69409263,True,0.0,0
9000.0,False,True,True,True,0,32702.4,1232.55,Alone,Service,1.0,M,False,CL,Home,0.025164,11633,2058,208,4133,True,True,False,HR,2,2,0,11.0,True,True,0.43714127,0.5603774,0.22258076,True,4.0,1
9000.0,False,False,False,True,0,18000.0,900.0,Alone,Commercial,1.0,M,False,RL,Home,0.02461,18578,5926,7223,2098,True,True,True,Sales,2,2,3,15.0,True,True,0.64702874,0.72861624,0.42061096,True,1.0,0
15750.0,False,True,True,False,1,112500.0,4054.05,Alone,Service,2.0,M,False,CL,Home,0.018634,10598,2472,8695,1547,True,True,False,Core,3,2,2,16.0,True,True,0.52324724,0.615018,0.5316861,True,4.0,0
31500.0,True,False,True,True,2,29700.0,3211.65,Alone,Service,1.0,M,False,CL,Home,0.010643,12906,408,6747,4734,True,True,False,Drivers,4,2,6,16.0,True,True,0.3361244,0.24956423,0.5797274,True,0.0,0
20250.0,True,False,True,False,0,54000.0,1741.95,Alone,Govt Job,1.0,M,False,CL,Municipal,0.0228,14320,4522,7158,4034,True,True,False,Laborers,2,2,5,17.0,True,True,0.5927074,0.6444921,0.34252888,True,0.0,0
30600.0,False,True,True,True,0,105493.5,4196.7,Alone,Service,1.0,M,False,CL,Home,0.01885,15876,1496,9966,4317,True,False,True,Laborers,2,2,2,16.0,True,True,0.71341676,0.7187742,0.56737924,True,1.0,0
13500.0,True,False,True,True,2,57340.8,2072.7,Alone,Service,1.0,M,False,CL,Home,0.020713,11747,961,2548,550,True,True,True,Sales,4,3,2,14.0,True,True,0.24724984,0.7352364,0.42413032,True,0.0,0
13500.0,False,False,True,True,2,31500.0,1575.0,Alone,Service,1.0,M,False,RL,Municipal,0.006629,13155,1734,3617,3611,True,False,False,Medicine,4,2,3,11.0,True,True,0.34161988,0.29284963,0.24186149,True,4.0,1
27000.0,False,False,True,True,1,100692.0,4679.1,Alone,Service,1.0,M,False,CL,Home,0.008019,14759,6901,4671,5174,True,False,False,Medicine,3,2,4,14.0,True,True,0.42839673,0.71702486,0.367291,True,3.0,0
36000.0,False,False,False,True,0,23985.0,2349.45,Alone,Service,2.0,D,False,CL,Home,0.031329,24716,2874,2733,4582,True,False,False,Managers,1,2,5,15.0,True,True,0.8777329,0.64143497,0.7490217,True,2.0,0
15750.0,False,True,False,True,0,23243.4,959.4,Alone,Commercial,1.0,M,False,CL,Home,0.030755,14896,1582,4487,4501,True,False,False,Core,2,2,5,14.0,True,True,0.39564183,0.60719156,0.3457848,True,1.0,0
11250.0,False,False,False,True,0,25200.0,1332.45,Alone,Service,1.0,S,False,CL,Home,0.026392,16970,9516,2200,519,True,False,False,Laborers,1,2,4,16.0,True,True,0.6128741,0.6709382,0.391055,True,1.0,0
14850.0,False,False,True,True,0,30220.65,1344.15,Relative,Govt Job,2.0,D,False,CL,Home,0.025164,17812,340,2780,1340,True,False,False,Core,1,2,4,12.0,True,True,0.82178736,0.6898599,0.58674,True,4.0,0
20250.0,False,True,True,True,0,57340.8,2072.7,Alone,Govt Job,2.0,M,False,CL,Home,0.011657,19558,3811,6562,3084,True,True,True,Medicine,2,1,5,13.0,True,True,0.7076225,0.7464202,0.19747451,True,3.0,0
36000.0,True,True,False,True,1,90000.0,3245.85,Alone,Commercial,2.0,M,False,CL,Home,0.022625,16537,410,3386,61,True,False,True,Laborers,3,2,3,14.0,True,True,0.53282744,0.69236207,0.6430256,True,3.0,0
11250.0,True,False,False,True,0,31500.0,1575.0,Alone,Commercial,2.0,M,False,RL,Home,0.00702,14798,340,5241,4184,True,False,False,Laborers,2,2,0,14.0,True,True,0.28703445,0.60524964,0.2940831,True,8.0,0
13500.0,False,False,False,True,0,54000.0,1741.95,Alone,Commercial,1.0,M,False,CL,Home,0.035792,15652,144,8658,4623,True,True,True,Core,2,2,4,12.0,True,True,0.47415262,0.750201,0.31859553,True,1.0,0
16650.0,True,False,False,False,1,65181.6,2167.2,Alone,Govt Job,2.0,M,False,CL,Home,0.025164,14489,5819,2918,2085,True,False,False,Medicine,3,2,4,14.0,True,True,0.3517177,0.2927455,0.48845518,True,4.0,0
13500.0,False,True,False,True,0,45000.0,2250.0,Relative,Commercial,1.0,M,False,RL,Home,0.00702,13249,3543,6658,4278,True,False,False,Sales,2,2,4,17.0,True,True,0.38002726,0.5774569,0.8128226,True,3.0,0
9000.0,False,True,False,True,0,18338.4,1193.85,Alone,Service,1.0,W,False,CL,Home,0.022625,19745,2458,2609,3280,True,False,False,Cleaning,1,2,0,10.0,True,True,0.68160254,0.5979594,0.7463002,True,3.0,0
18000.0,False,False,False,False,0,29250.0,1506.15,Alone,Commercial,1.0,M,False,CL,Home,0.072508,14070,1565,794,737,True,True,True,Laborers,2,1,4,15.0,True,True,0.2294582,0.67669594,0.5316861,True,2.0,0
13500.0,False,False,False,True,0,12735.0,1272.6,Alone,Service,1.0,S,False,CL,Family,0.020713,9645,109,4095,1603,True,True,True,Laborers,1,3,2,11.0,True,True,0.20162655,0.34625274,0.10822632,True,1.0,0
22500.0,True,False,False,False,1,78192.0,4241.7,Alone,Service,1.0,M,False,CL,Home,0.04622,11883,1800,5603,1801,True,True,False,Laborers,3,1,3,8.0,True,True,0.21147318,0.6259497,0.23531051,True,2.0,0
18000.0,True,False,False,True,0,83404.8,2769.3,Alone,Service,1.0,M,False,CL,Home,0.030755,9715,2687,4020,2377,True,False,False,Laborers,2,2,6,15.0,True,True,0.302215,0.6398945,0.12217975,True,0.0,0
17100.0,False,True,True,False,2,74628.0,5909.4,Alone,nan,2.0,M,False,CL,Home,0.003818,11609,458,5674,1059,True,False,False,Sales,4,2,6,5.0,True,True,0.60511154,0.6901218,0.70769936,True,4.0,0
13500.0,False,False,False,True,0,52128.0,2729.25,Alone,Service,1.0,M,False,CL,Family,0.003813,17877,1600,4595,1416,True,False,False,Sales,2,2,1,8.0,True,True,0.6942569,0.7470364,0.78260785,True,1.0,0
29250.0,True,False,False,True,0,27000.0,1350.0,Alone,Commercial,2.0,M,False,RL,Home,0.006305,16919,850,2636,460,True,False,False,Managers,2,3,6,4.0,True,True,0.63371843,0.6147746,0.68326885,True,0.0,0
20250.0,False,True,True,True,1,50746.95,3705.75,Relative,Govt Job,2.0,M,False,CL,Home,0.016612,15467,3314,9504,4928,True,False,False,Core,3,2,2,19.0,True,True,0.52891773,0.5965181,0.16841617,True,6.0,0
13500.0,True,True,False,False,1,27000.0,1350.0,Relative,Commercial,2.0,M,False,RL,Shared,0.011703,12060,350,659,4011,True,False,False,Secretaries,3,2,3,17.0,True,True,0.034602243,0.6532902,0.24988507,True,0.0,1
18000.0,False,False,False,True,0,125568.0,4523.4,Alone,Service,1.0,D,False,CL,Home,0.011703,17662,483,9003,1199,True,False,False,Laborers,1,2,3,16.0,True,True,0.60215485,0.7425182,0.5902333,True,1.0,0
6750.0,False,True,False,True,0,9904.5,1039.95,Alone,Service,2.0,S,False,CL,Home,0.025164,19454,6801,2367,2990,True,True,True,Core,1,2,4,9.0,True,True,0.47238097,0.4214747,0.74079907,True,1.0,0
9000.0,True,False,True,True,0,45000.0,1616.4,Alone,Service,1.0,M,False,CL,Home,0.020246,19717,585,1316,3270,True,True,True,Cleaning,2,3,2,12.0,True,True,0.651387,0.15281883,0.11465249,True,0.0,0
20250.0,False,False,False,True,1,90000.0,5764.95,Alone,Service,1.0,M,False,CL,Home,0.01452,12970,2119,6928,1499,True,False,False,Laborers,3,2,3,8.0,True,True,0.35637537,0.56205213,0.33285058,True,1.0,0
9000.0,True,True,False,True,1,50021.1,2677.95,Alone,Commercial,1.0,D,False,CL,Home,0.01885,17745,4208,7472,1297,True,False,False,Managers,2,2,1,10.0,True,True,0.8119066,0.20315443,0.735221,True,0.0,0
31500.0,True,False,False,True,0,27000.0,1350.0,Alone,Commercial,1.0,M,False,RL,Home,0.011703,16897,2016,1343,419,True,False,False,Drivers,2,2,1,12.0,True,True,0.45572704,0.6882998,0.6512602,True,0.0,0
22500.0,False,False,True,False,1,134550.0,4999.05,Alone,Commercial,2.0,M,False,CL,Home,0.018634,17881,808,1317,1429,True,False,False,Accountants,3,2,4,20.0,True,True,0.7568638,0.57567376,0.8128226,True,2.0,0
36000.0,True,False,False,True,1,67950.0,2258.55,Alone,Service,2.0,M,False,CL,Office,0.008019,10671,3244,5073,3261,True,True,False,Managers,3,2,3,12.0,True,True,0.7289275,0.7297476,0.57796913,True,5.0,0
14400.0,False,False,True,True,1,29138.4,2685.6,Alone,Service,1.0,M,False,CL,Home,0.007114,12450,2631,1287,2170,True,True,True,Sales,3,2,5,13.0,True,True,0.41811085,0.5690583,0.19977057,True,0.0,0
15750.0,True,False,True,False,2,107820.0,3102.75,Alone,Service,1.0,M,False,CL,Home,0.020713,10901,628,280,3504,True,False,False,Sales,4,2,1,13.0,True,True,0.42456335,0.55260575,0.23401517,True,2.0,0
9000.0,True,False,True,False,0,45000.0,2297.7,Alone,Service,1.0,M,False,CL,Home,0.008474,12082,3507,2001,2001,True,True,False,Medicine,2,2,1,12.0,True,True,0.47603518,0.61437577,0.18738876,True,1.0,0
10190.25,False,False,False,True,0,80865.0,2621.7,Alone,Service,1.0,D,False,CL,Municipal,0.005084,19431,11824,11398,2115,True,True,False,Managers,1,2,5,11.0,True,True,0.52509475,0.60710293,0.45969045,True,0.0,0
22500.0,True,True,True,True,1,81943.2,2408.85,Alone,Service,1.0,M,False,CL,Home,0.031329,13699,2035,309,754,True,False,False,Drivers,3,2,3,15.0,True,True,0.36241144,0.59058326,0.3264752,True,0.0,0
15750.0,False,False,True,True,1,45000.0,3274.2,Alone,Service,1.0,M,False,CL,Home,0.014464,8271,187,404,954,True,False,True,Core,3,2,3,8.0,True,True,0.076691695,0.6760785,0.48665315,True,1.0,0
11250.0,False,True,True,True,0,14400.0,1056.6,Alone,Service,1.0,S,False,CL,Home,0.018209,9957,1032,3989,2293,True,False,False,Laborers,1,3,0,12.0,True,True,0.091086105,0.42515278,0.32806316,True,3.0,0
23850.0,True,False,True,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.011703,9109,207,8485,1346,True,False,False,Laborers,2,2,3,18.0,True,True,0.15337466,0.43932462,0.39621958,True,1.0,0
30600.0,False,False,True,True,0,87574.95,2907.0,Alone,Commercial,1.0,M,False,CL,Home,0.00963,19847,11337,1162,3330,True,False,False,Accountants,2,2,1,10.0,True,True,0.68484336,0.595781,0.64136827,True,2.0,0
12600.0,False,False,True,True,0,33776.1,1500.75,Alone,Service,1.0,M,False,CL,Home,0.010556,17893,2116,3700,1422,True,False,False,Sales,2,3,2,15.0,True,True,0.06660601,0.13772292,0.47764915,True,9.0,1
22500.0,True,False,True,True,0,23985.0,2385.0,Alone,Service,2.0,M,False,CL,Home,0.031329,11694,661,8988,1596,True,False,False,Sales,2,2,5,18.0,True,True,0.20002344,0.58882666,0.45789954,True,4.0,0
13500.0,False,False,False,True,0,35204.4,1725.3,Alone,Govt Job,2.0,W,False,CL,Home,0.072508,20808,631,303,272,True,False,False,Core,1,1,3,16.0,True,True,0.7539567,0.6806778,0.42061096,True,2.0,0
11250.0,True,False,False,True,0,31276.8,2520.45,Alone,Service,1.0,M,False,CL,Home,0.030755,11017,3720,4263,3080,True,False,False,Sales,2,2,2,10.0,True,True,0.24555756,0.47933787,0.3893388,True,0.0,0
27000.0,False,False,False,True,0,130465.8,3827.7,Alone,Service,1.0,M,False,CL,Home,0.022625,17169,574,5214,703,True,False,False,High skill tech,2,2,1,11.0,True,True,0.6478419,0.59600747,0.22888342,True,4.0,0
9450.0,False,False,True,True,0,90000.0,3232.8,Alone,Commercial,1.0,M,False,CL,Home,0.019689,17240,841,6207,797,True,False,False,Accountants,2,2,3,12.0,True,True,0.67703885,0.6284704,0.82249874,True,3.0,0
22500.0,True,False,False,True,1,78192.0,3139.2,Alone,Commercial,2.0,S,False,CL,Home,0.072508,15592,1175,8084,5494,True,False,True,Managers,2,1,2,14.0,True,True,0.83949155,0.7549082,0.29109737,True,4.0,0
40500.0,False,True,True,True,0,147902.4,4337.55,Alone,Commercial,2.0,S,False,CL,Home,0.072508,14615,1249,2296,1950,True,False,True,Managers,1,1,1,19.0,True,True,0.61371684,0.6539734,0.2707074,True,0.0,0
21150.0,True,False,True,False,1,22923.0,1544.85,Alone,Commercial,1.0,M,False,CL,Home,0.002506,14290,2470,1953,4954,True,False,False,Drivers,3,2,4,2.0,True,True,0.3754687,0.74000597,0.78988034,True,1.0,0
22500.0,False,False,False,True,1,26955.0,2472.3,Alone,Service,1.0,M,False,CL,Home,0.032561,9262,478,9228,1876,True,False,True,Laborers,3,1,5,18.0,True,True,0.21778302,0.44067165,0.25533178,True,2.0,0
22500.0,False,False,False,True,0,78192.0,4005.45,Relative,Service,1.0,D,False,CL,Home,0.00733,19928,1389,8833,3450,True,False,False,Laborers,1,2,1,10.0,True,True,0.8721697,0.6879947,0.68638235,True,4.0,0
13500.0,True,False,False,False,2,16681.05,1764.45,Alone,Service,1.0,M,False,CL,Home,0.022625,11105,1114,903,3319,True,False,False,Sales,4,2,5,12.0,True,True,0.29176253,0.417114,0.6195277,True,4.0,0
13500.0,False,False,True,True,2,84095.1,3813.3,Alone,Service,1.0,M,False,CL,Shared,0.007305,12888,2418,4083,1159,True,False,False,Private service,4,3,0,13.0,True,True,0.45248398,0.5781717,0.31391668,True,8.0,0
18000.0,False,False,False,True,2,77702.4,4152.6,Alone,nan,1.0,M,False,CL,Home,0.010032,15999,1312,8588,4043,True,False,False,Security,4,2,2,3.0,True,True,0.34024146,0.4539376,0.5797274,True,6.0,0
15750.0,False,False,True,True,1,61261.2,2960.1,Alone,Service,1.0,M,False,CL,Home,0.01885,15486,130,2546,6081,True,False,False,Sales,3,2,3,15.0,True,True,0.42490676,0.56426316,0.40314168,True,2.0,0
15750.0,False,False,True,True,1,15705.0,864.9,Alone,Service,1.0,M,False,CL,Home,0.010032,16983,1743,1258,461,True,False,False,Managers,3,2,2,4.0,True,True,0.562005,0.37140545,0.31703177,True,2.0,0
20250.0,False,False,False,False,1,67500.0,2628.45,Relative,Commercial,2.0,M,False,CL,Home,0.018801,15066,1727,7342,1821,True,True,True,High skill tech,3,2,2,12.0,True,True,0.32432637,0.6212944,0.4258929,True,2.0,0
5850.0,True,False,True,True,0,18000.0,900.0,Alone,Service,1.0,S,False,RL,Home,0.020246,18347,3127,9512,1868,True,False,False,Sales,1,3,1,6.0,True,True,0.7871669,0.08076194,0.824595,True,1.0,0
40500.0,False,True,False,True,0,47970.0,5179.05,Relative,Govt Job,1.0,M,False,CL,Home,0.04622,19459,4563,6856,2993,True,False,False,Laborers,2,1,1,17.0,True,True,0.39003786,0.7326359,0.5902333,True,4.0,0
15750.0,True,False,False,True,2,21614.4,1707.75,Alone,Service,2.0,M,False,CL,Home,0.0105,12431,349,451,3190,True,False,False,Laborers,4,3,1,13.0,True,True,0.1692614,0.59754926,0.63970757,True,2.0,0
15750.0,True,False,True,True,0,22950.0,1116.0,Alone,Commercial,2.0,M,False,CL,Home,0.019101,18508,742,3699,2061,True,False,True,Drivers,2,2,1,11.0,True,True,0.3561524,0.71697605,0.52449644,True,4.0,0
15750.0,False,True,True,True,0,104256.0,3458.7,Alone,Commercial,1.0,S,False,CL,Home,0.032561,8172,1184,4882,661,True,False,False,Laborers,1,1,5,18.0,True,True,0.4187411,0.5852802,0.29859498,True,0.0,1
13500.0,False,True,True,True,0,70484.4,2883.6,Relative,Service,1.0,M,False,CL,Home,0.008575,9772,879,4074,1974,True,False,False,Sales,2,2,3,14.0,True,True,0.33933324,0.4970115,0.71949077,True,1.0,0
14400.0,False,True,False,False,0,45000.0,3020.4,Alone,Service,2.0,D,False,CL,Home,0.00712,19352,2142,5258,2835,True,True,True,Sales,1,2,4,20.0,True,True,0.81327695,0.534797,0.15474363,True,3.0,0
10575.0,False,False,False,True,1,29577.6,2165.4,Alone,Service,1.0,M,False,CL,Home,0.01885,15629,8932,6803,4326,True,False,False,Core,3,2,1,15.0,True,True,0.4922512,0.5197981,0.5495965,True,1.0,0
23400.0,False,False,False,True,0,74303.1,3971.7,Alone,Service,1.0,W,False,CL,Home,0.008575,20421,1818,8290,3965,True,False,False,Sales,1,2,0,12.0,True,True,0.7765457,0.69277644,0.74079907,True,1.0,0
22500.0,True,False,True,True,1,130320.0,4680.9,Alone,Service,2.0,M,False,CL,Shared,0.018801,14160,1888,8330,628,True,False,False,Core,3,2,6,10.0,True,True,0.7245777,0.53830975,0.3996756,True,3.0,0
14850.0,True,True,True,True,0,18000.0,1650.6,Alone,Service,2.0,M,False,CL,Home,0.028663,9870,825,447,714,True,True,False,Core,2,2,1,16.0,True,True,0.33401516,0.6908743,0.14825438,True,0.0,1
15750.0,False,True,True,True,2,43256.7,2221.65,Alone,Service,1.0,D,False,CL,Home,0.010032,14081,715,7380,4841,True,False,False,High skill tech,3,2,6,4.0,True,True,0.65687263,0.112555005,0.6313545,True,1.0,0
22500.0,True,False,False,False,0,29851.2,1726.65,Alone,Service,1.0,M,False,CL,Home,0.026392,12849,4700,4098,4220,True,True,False,Laborers,2,2,6,12.0,True,True,0.46108618,0.48605946,0.832785,True,1.0,0
18000.0,True,True,False,True,0,13500.0,675.0,Alone,Commercial,2.0,M,False,RL,Home,0.030755,13469,263,7030,4300,True,True,True,Managers,2,2,4,18.0,True,True,0.79929894,0.4289784,0.44539624,True,0.0,0
31500.0,False,False,True,True,1,49050.0,3568.95,Alone,Service,1.0,S,False,CL,Home,0.004849,10195,835,5062,2870,True,False,True,High skill tech,2,2,4,10.0,True,True,0.3047749,0.23622788,0.4758499,True,3.0,0
20250.0,True,False,False,True,1,99308.25,4044.6,Relative,Commercial,2.0,M,False,CL,Home,0.025164,13384,3408,2946,4751,True,False,False,Core,3,2,1,9.0,True,True,0.5367156,0.4814612,0.62461466,True,0.0,0
27000.0,False,False,True,True,0,54504.0,4319.1,Alone,Service,1.0,S,False,CL,Home,0.016612,13304,133,169,4037,True,False,False,Security,1,2,3,16.0,True,True,0.22265546,0.39137343,0.18088798,True,0.0,0
17100.0,True,False,True,True,1,163226.25,4501.35,Alone,Commercial,2.0,M,False,CL,Home,0.006233,14399,6122,6880,4580,True,False,False,Managers,3,2,4,11.0,True,True,0.53652877,0.6132146,0.6722429,True,1.0,0
9000.0,True,True,True,True,0,31852.8,2330.55,Relative,Service,1.0,M,False,CL,Home,0.016612,16955,3490,5324,493,True,False,False,Laborers,2,2,1,15.0,True,True,0.392204,0.7859476,0.18411615,True,0.0,0
11475.0,False,False,False,False,0,26955.0,1200.15,Alone,Service,1.0,S,False,CL,Family,0.008068,8410,730,3024,738,True,True,False,Laborers,1,3,1,10.0,True,True,0.10008582,0.16804585,0.44183582,True,1.0,0
9000.0,False,True,True,True,0,81000.0,2381.4,Alone,Service,1.0,M,False,CL,Home,0.015221,9665,2691,1921,2292,True,False,False,Medicine,2,2,6,12.0,True,True,0.5050279,0.59279156,0.6161217,True,5.0,0
13500.0,False,False,True,True,0,34337.7,2307.6,Alone,Commercial,1.0,S,False,CL,Home,0.04622,11342,718,6011,2428,True,False,False,Sales,1,1,3,12.0,True,True,0.287793,0.73022604,0.75037515,True,0.0,0
18000.0,True,True,False,True,1,18000.0,1938.6,Alone,Service,1.0,M,False,CL,Home,0.001333,10753,745,1220,2813,True,False,False,Accountants,3,3,4,10.0,True,True,0.40958118,0.5118191,0.6144144,True,1.0,0
22500.0,True,True,False,True,2,22500.0,1521.9,Alone,Service,1.0,M,False,CL,Home,0.022625,13432,4445,4992,4577,True,True,True,Security,4,2,2,8.0,True,True,0.51648253,0.65017813,0.60927564,True,1.0,0
45000.0,True,False,True,False,1,143685.0,4201.2,Alone,Commercial,2.0,M,False,CL,Home,0.02461,13119,1851,220,4532,True,False,True,Managers,3,2,1,13.0,True,True,0.82225937,0.7198382,0.50287825,True,5.0,0
13500.0,False,False,True,False,2,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.00496,12798,5404,917,2157,True,False,False,Managers,4,2,3,11.0,True,True,0.16936706,0.7275469,0.15008518,True,1.0,0
18000.0,False,True,True,True,1,121811.85,5174.1,Alone,nan,1.0,M,False,CL,Home,0.005084,15315,419,1665,5713,True,False,False,Medicine,3,2,2,10.0,True,True,0.63424355,0.6217933,0.7713616,True,2.0,0
24750.0,False,True,False,True,1,24727.5,1954.8,Alone,Commercial,2.0,M,False,CL,Home,0.007274,12257,550,1167,4444,True,False,False,Core,3,2,2,18.0,True,True,0.38513866,0.60097843,0.44539624,True,2.0,0
15750.0,False,False,False,False,0,56605.5,1838.7,Alone,Service,1.0,M,False,CL,Home,0.006008,19581,2603,4894,2792,True,False,True,Laborers,2,2,2,15.0,True,True,0.67765707,0.74018687,0.8128226,True,0.0,0
18000.0,False,False,False,False,1,36000.0,1800.0,Alone,Service,2.0,M,False,RL,Home,0.018801,15175,3745,6484,4782,True,False,False,Managers,3,2,6,8.0,True,True,0.7412252,0.5472042,0.17352743,True,3.0,0
6750.0,True,True,True,True,3,20250.0,1012.5,Relative,Service,1.0,M,False,RL,Home,0.028663,16721,1536,520,249,True,False,False,Laborers,5,2,6,10.0,True,True,0.4493281,0.4571484,0.47944897,True,4.0,0
8100.0,True,True,False,True,2,10782.0,935.1,Alone,Service,2.0,S,False,CL,Home,0.020713,11882,181,4264,128,True,False,False,Low-skill Laborers,3,3,4,8.0,True,True,0.19144025,0.34885603,0.63470554,True,0.0,0
11250.0,True,True,False,False,0,16810.2,1796.4,Alone,Service,1.0,S,False,CL,Home,0.009549,9983,1301,1130,2575,True,False,False,Core,1,2,1,19.0,True,True,0.27401072,0.57640004,0.24451639,True,4.0,0
29250.0,True,False,False,False,0,70641.0,6707.25,Alone,Service,2.0,M,False,CL,Home,0.006008,10396,3721,1181,2919,True,True,False,Accountants,2,2,2,14.0,True,True,0.44367445,0.53046393,0.3360615,True,0.0,0
27000.0,False,False,False,False,1,45450.0,2537.55,Alone,Service,2.0,M,False,CL,Home,0.010006,15006,5618,1299,4374,True,False,True,Laborers,3,1,1,12.0,True,True,0.4301379,0.71201575,0.41534716,True,0.0,0
19800.0,False,False,True,True,1,91647.0,2692.8,Alone,Service,1.0,S,False,CL,Home,0.008474,14538,1007,1231,1594,True,False,False,Accountants,2,2,1,16.0,True,True,0.7165995,0.5879634,0.58499,True,2.0,0
20250.0,True,False,False,True,0,36000.0,2300.4,Alone,Service,4.0,M,False,CL,Home,0.028663,20112,3340,3867,2969,True,False,False,Core,2,2,4,12.0,True,True,0.8178151,0.6368555,0.5531647,True,4.0,0
20250.0,False,False,True,False,1,42223.5,2223.45,Alone,Service,2.0,S,False,CL,Rental,0.006671,11204,521,6,1328,True,False,False,Private service,2,2,1,15.0,True,True,0.29230165,0.61949193,0.6512602,True,3.0,1
14400.0,False,False,True,True,1,13500.0,675.0,Alone,Commercial,1.0,M,False,RL,Home,0.018209,13196,507,861,1087,True,True,True,Sales,3,3,4,7.0,True,True,0.49915865,0.47382846,0.52449644,True,0.0,0
11250.0,False,False,True,True,0,14772.6,1526.4,Alone,Commercial,1.0,M,False,CL,Home,0.035792,21593,1761,2293,127,True,False,False,Laborers,2,2,5,17.0,True,True,0.59868747,0.74432015,0.4188543,True,0.0,0
12150.0,True,False,False,False,0,90029.7,2632.05,Alone,Commercial,1.0,M,False,CL,Home,0.025164,14208,3930,4087,4087,True,True,True,Drivers,2,2,4,14.0,True,True,0.48169112,0.53399175,0.3556387,True,3.0,0
27000.0,False,False,True,False,2,154602.0,4520.25,Alone,Commercial,1.0,M,False,CL,Home,0.072508,13814,947,4923,4614,True,False,True,Laborers,4,1,3,18.0,True,True,0.501521,0.600265,0.24318647,True,2.0,0
11250.0,False,True,True,True,0,14400.0,1056.6,Alone,Service,1.0,S,False,CL,Home,0.018209,9957,1032,3989,2293,True,False,False,Laborers,1,3,0,12.0,True,True,0.091086105,0.42515278,0.32806316,True,3.0,0
12150.0,False,True,True,True,2,34128.0,2709.45,Alone,Service,1.0,M,False,CL,Home,0.008866,8617,419,805,1290,True,False,False,Sales,4,2,5,18.0,True,True,0.37621933,0.14968045,0.15100753,True,0.0,0
24750.0,False,False,False,False,0,75519.0,3645.9,Relative,Service,1.0,M,False,CL,Home,0.04622,19874,612,7056,3154,True,False,False,Medicine,2,1,2,19.0,True,True,0.66171736,0.6478269,0.23791608,True,3.0,0
16200.0,False,True,False,True,3,27000.0,1350.0,Partner,Service,1.0,M,False,RL,Home,0.009334,12792,683,5737,1605,True,False,False,Laborers,5,2,6,12.0,True,True,0.30127075,0.6630897,0.3409064,True,6.0,0
11250.0,True,True,False,False,1,53910.0,2765.25,Alone,Service,2.0,M,False,CL,Home,0.009657,15954,91,1280,4500,True,False,False,Core,3,2,4,17.0,True,True,0.5387415,0.73446524,0.6545293,True,3.0,0
27000.0,True,False,True,False,0,89476.65,2970.0,Alone,Commercial,1.0,D,False,CL,Home,0.019689,18664,10267,8396,1509,True,False,False,Laborers,1,2,1,13.0,True,True,0.7768355,0.17357393,0.63970757,True,2.0,0
15750.0,False,True,False,False,0,84078.0,3812.4,Alone,Service,1.0,M,False,CL,Home,0.0228,13479,1709,3094,5085,True,True,False,Laborers,2,2,1,18.0,True,True,0.45228252,0.72579217,0.6463299,True,1.0,0
22500.0,True,False,True,True,1,15406.65,848.7,Alone,Service,1.0,M,False,CL,Home,0.010006,18847,1323,271,2160,True,False,False,Laborers,3,2,1,15.0,True,True,0.30547398,0.0557735,0.18848954,True,3.0,0
15750.0,True,True,False,True,0,14925.6,1566.9,Alone,Service,0.0,M,False,CL,Home,0.011657,13389,4278,7526,4281,True,True,False,Laborers,2,1,6,12.0,True,True,0.6829688,0.6923854,0.71215516,True,0.0,0
11250.0,False,False,True,True,1,20250.0,1012.5,Partner,Commercial,2.0,M,False,RL,Home,0.009175,9186,235,2534,1869,True,True,True,Drivers,3,2,3,12.0,True,True,0.3804022,0.5283937,0.56737924,True,1.0,0
22500.0,True,False,True,True,0,14870.7,1483.65,Alone,Service,2.0,M,False,CL,Home,0.020713,15655,5824,469,3909,True,False,False,Laborers,2,2,4,6.0,True,True,0.34632328,0.73354304,0.71803284,True,1.0,0
31500.0,False,False,False,False,0,108221.4,3177.0,Alone,Commercial,1.0,M,False,CL,Home,0.032561,13360,526,7466,5429,True,False,True,High skill tech,2,1,6,15.0,True,True,0.69763684,0.77422667,0.56737924,True,1.0,0
18000.0,True,True,False,True,2,15282.0,1034.1,Relative,Govt Job,2.0,M,False,CL,Home,0.010006,11883,3700,2977,4135,True,False,False,Managers,4,1,0,11.0,True,True,0.55234575,0.70224345,0.70769936,True,2.0,0
13500.0,False,False,False,True,0,85500.0,3083.85,Relative,Service,1.0,M,False,CL,Home,0.019689,13360,1946,2982,3876,True,False,True,High skill tech,2,2,2,14.0,True,True,0.49245003,0.49255106,0.66585493,True,2.0,0
26100.0,False,False,False,True,1,29250.0,1678.95,Relative,Service,1.0,M,False,CL,Home,0.018634,14494,5884,8224,191,True,True,False,High skill tech,3,2,4,15.0,True,True,0.37169352,0.7536802,0.80950826,True,0.0,0
11250.0,False,True,False,True,0,67500.0,1973.7,Alone,Govt Job,1.0,M,False,CL,Municipal,0.010032,19632,9045,8542,3172,True,True,True,Core,2,2,4,5.0,True,True,0.4073834,0.5480926,0.31703177,True,0.0,0
18000.0,False,False,True,True,0,132547.5,5629.05,Alone,Service,1.0,D,False,CL,Home,0.020246,16991,2309,2634,537,True,False,False,Waiters/barmen,1,3,3,10.0,True,True,0.4581267,0.2917459,0.13851288,True,2.0,0
9000.0,False,True,True,True,1,29977.2,2181.15,Alone,Service,1.0,M,False,CL,Home,0.019689,11005,1523,3834,2807,True,False,False,Sales,3,2,3,14.0,True,True,0.28838402,0.2004072,0.08730427,True,2.0,1
18900.0,True,False,True,False,0,45000.0,2188.8,Relative,Govt Job,2.0,M,False,CL,Home,0.010276,19420,8532,8753,2947,True,True,True,Managers,2,2,4,11.0,True,True,0.8344294,0.7379391,0.32806316,True,0.0,0
14400.0,True,False,False,True,1,38516.4,1979.55,Alone,Commercial,1.0,M,False,CL,Home,0.018029,11146,250,717,1626,True,False,False,High skill tech,3,3,5,8.0,True,True,0.6563823,0.6482558,0.6195277,True,2.0,0
17550.0,True,False,False,False,0,54000.0,2700.0,Alone,Govt Job,2.0,M,False,RL,Home,0.035792,21191,907,7757,4703,True,False,True,Core,2,2,4,12.0,True,True,0.8214959,0.6988212,0.7463002,True,1.0,0
15750.0,False,False,True,True,0,70650.0,4527.9,Relative,Govt Job,2.0,D,False,CL,Home,0.011703,11736,1810,8282,4113,True,False,False,Managers,1,2,5,15.0,True,True,0.70727676,0.65936196,0.67065173,True,1.0,0
13500.0,False,True,True,True,1,15282.0,1826.55,Alone,Service,1.0,M,False,CL,Home,0.022625,15255,519,7553,4717,True,False,False,Laborers,3,2,2,10.0,True,True,0.5206071,0.54312664,0.5954562,True,0.0,0
13500.0,True,False,True,True,0,107486.1,3565.35,Alone,Commercial,1.0,M,False,CL,Home,0.030755,17465,2505,4592,964,True,False,False,Sales,2,2,4,11.0,True,True,0.7843007,0.6459188,0.24054141,True,3.0,0
20250.0,True,True,False,True,1,12735.0,864.0,Alone,Service,1.0,M,False,CL,Home,0.010006,9892,2627,4535,2547,True,True,True,Laborers,3,2,1,8.0,True,True,0.1289,0.53286517,0.35729328,True,0.0,0
17865.0,False,False,False,True,0,68760.0,1903.95,Alone,Service,2.0,W,False,CL,Home,0.04622,21976,1750,148,3108,True,False,False,Sales,1,1,5,11.0,True,True,0.6959654,0.39780396,0.5902333,True,1.0,0
18000.0,True,False,True,True,0,43808.4,2812.5,Alone,Service,2.0,D,False,CL,Home,0.022625,17753,1207,341,1299,True,False,False,High skill tech,1,2,0,14.0,True,True,0.688963,0.42535052,0.37740424,True,2.0,0
13500.0,False,True,True,True,0,45000.0,2110.95,Alone,Service,2.0,S,False,CL,Home,0.026392,8803,2111,3410,1482,True,False,False,Laborers,1,2,3,18.0,True,True,0.15502556,0.39748445,0.36227724,True,0.0,0
8100.0,False,False,False,False,2,15638.4,1868.85,Alone,Service,0.0,S,False,CL,Home,0.006296,15373,2333,9392,4624,True,False,False,Sales,3,3,1,13.0,True,True,0.2903089,0.7542846,0.11247435,True,2.0,0
23850.0,True,True,True,True,1,59256.0,2623.05,Alone,Service,1.0,M,False,CL,Home,0.030755,17274,2922,1764,827,True,False,True,Managers,3,2,5,15.0,True,True,0.89214236,0.61236364,0.63303167,True,2.0,0
27000.0,False,False,False,True,0,154602.0,4091.4,Alone,Commercial,2.0,M,False,CL,Home,0.011703,20174,1558,1711,3708,True,False,False,Laborers,2,2,0,15.0,True,True,0.46163535,0.7149527,0.5726825,True,0.0,0
18000.0,True,False,True,True,1,36000.0,1357.2,Alone,Commercial,2.0,M,False,CL,Home,0.028663,13713,2743,7678,4596,True,False,True,Laborers,3,2,4,11.0,True,True,0.64864206,0.547448,0.17770407,True,0.0,0
8550.0,True,False,False,True,2,50849.55,2446.2,Alone,Service,1.0,M,False,CL,Home,0.010643,11445,885,4735,1840,True,True,False,Medicine,4,2,2,15.0,True,True,0.34960234,0.6512666,0.68326885,True,2.0,0
9900.0,False,False,False,True,2,64152.9,2082.6,Alone,Service,1.0,M,False,CL,Home,0.031329,14624,1306,619,4106,True,False,False,Cooking,4,2,6,14.0,True,True,0.55047846,0.06667196,0.63470554,True,4.0,0
9900.0,False,False,True,True,0,107820.0,3165.3,Alone,Service,1.0,D,False,CL,Home,0.018634,15777,164,5959,575,True,False,False,Sales,1,2,3,17.0,True,True,0.42644325,0.362319,0.6722429,True,0.0,0
4500.0,True,False,True,False,0,45000.0,2201.85,Relative,Service,1.0,M,False,CL,Home,0.006296,17448,2546,1281,1000,True,True,False,Cooking,2,3,2,9.0,True,True,0.46098074,0.6802546,0.6041126,True,0.0,0
33750.0,False,False,True,True,1,135888.3,4893.75,Relative,Commercial,1.0,M,False,CL,Home,0.031329,15731,4032,1144,5479,True,False,False,High skill tech,3,2,1,15.0,True,True,0.6504088,0.6968893,0.8128226,True,2.0,0
15750.0,False,False,False,True,0,32643.9,1600.65,Alone,Govt Job,1.0,M,False,CL,Home,0.014464,11198,4160,1377,3258,True,False,False,Laborers,2,2,6,8.0,True,True,0.23536833,0.46220493,0.6594055,True,3.0,0
20250.0,False,False,False,False,0,60415.2,2559.6,Others,Service,1.0,S,False,CL,Municipal,0.009175,19445,8573,10062,2838,True,False,False,Core,1,2,6,15.0,True,True,0.678427,0.6495064,0.51729655,True,2.0,0
18000.0,False,True,False,True,2,16159.5,1840.5,Alone,Commercial,2.0,D,False,CL,Home,0.025164,15046,268,3933,1345,True,False,False,Laborers,3,2,4,16.0,True,True,0.2579695,0.50948036,0.3457848,True,2.0,0
7650.0,False,False,True,True,2,52128.0,3163.05,Alone,Service,2.0,M,False,CL,Home,0.010643,11702,3563,2225,503,True,False,True,High skill tech,4,2,0,10.0,True,True,0.17635037,0.5140645,0.5495965,True,0.0,0
13500.0,True,False,True,False,0,22500.0,1477.8,Alone,Govt Job,1.0,M,False,CL,Home,0.003818,10378,3110,4592,2228,True,False,True,Cleaning,2,2,5,10.0,True,True,0.42569104,0.13557139,0.08064955,True,5.0,0
11250.0,False,False,True,True,2,41967.9,2804.4,Relative,Service,1.0,M,False,CL,Family,0.006852,10015,1528,4793,2675,True,False,False,Laborers,4,3,6,6.0,True,True,0.2019583,0.010112814,0.6512602,True,1.0,0
31500.0,False,False,False,True,0,56249.1,2396.25,Alone,Commercial,1.0,M,False,CL,Home,0.02461,12400,860,1044,5026,True,False,False,Sales,2,2,4,19.0,True,True,0.35728422,0.4412808,0.22383131,True,2.0,0
12150.0,True,False,False,True,1,107624.7,4396.5,Alone,Commercial,2.0,M,False,CL,Home,0.030755,13565,886,6116,1037,True,False,False,Core,3,2,5,13.0,True,True,0.30041736,0.63025576,0.6161217,True,0.0,0
38250.0,True,True,False,True,0,201384.0,5325.3,Relative,Service,2.0,M,False,CL,Municipal,0.010032,17533,2722,2256,1069,True,False,False,Managers,2,2,6,9.0,True,True,0.51614034,0.7422589,0.45432106,True,5.0,0
13500.0,True,False,False,True,0,18000.0,900.0,Alone,Commercial,2.0,S,False,RL,Home,0.025164,9239,1160,2845,1921,True,False,True,Sales,1,2,4,16.0,True,True,0.4190488,0.38596463,0.2608559,True,0.0,0
13500.0,False,True,False,True,1,36972.0,2703.15,Relative,Service,1.0,M,False,CL,Home,0.00733,15112,2392,9122,5131,True,False,False,Laborers,3,2,1,11.0,True,True,0.5166172,0.55354625,0.6212263,True,5.0,0
12150.0,True,False,True,False,0,88884.0,3205.35,Partner,nan,1.0,M,False,CL,Family,0.01885,10569,421,10419,3199,True,False,False,Accountants,2,2,2,15.0,True,True,0.28250116,0.5361351,0.43473324,True,1.0,0
36000.0,True,False,True,True,0,179860.5,6264.9,Alone,Service,2.0,M,False,CL,Home,0.032561,21224,210,1270,4373,True,False,True,High skill tech,2,1,1,18.0,True,True,0.89033705,0.50407463,0.3264752,True,6.0,0
13050.0,True,True,False,True,1,14850.0,1775.25,Partner,Govt Job,2.0,M,False,CL,Home,0.015221,16836,1575,3245,389,True,False,True,Core,3,2,6,8.0,True,True,0.7825399,0.3876555,0.62630427,True,5.0,0
12150.0,False,True,False,True,0,49050.0,4511.7,Alone,Commercial,1.0,M,False,CL,Home,0.015221,9872,1181,1024,2555,True,False,False,Secretaries,2,2,5,14.0,True,True,0.6485333,0.103096135,0.14734592,True,1.0,0
31500.0,True,False,False,True,1,67500.0,3661.65,Alone,Commercial,2.0,D,False,CL,Rental,0.00712,11389,329,5225,4055,True,False,True,Managers,2,2,4,11.0,True,True,0.46205717,0.41490394,0.23791608,True,3.0,0
14400.0,False,True,False,True,0,14391.0,1423.35,Alone,Commercial,2.0,M,False,CL,Home,0.02461,14372,2907,6146,3951,True,False,True,Accountants,2,2,2,10.0,True,True,0.80357236,0.73501074,0.19862005,True,0.0,0
24750.0,True,True,True,False,1,67500.0,3375.0,Alone,Commercial,2.0,M,False,RL,Home,0.010006,10319,339,4998,1303,True,False,True,Sales,3,1,5,8.0,True,True,0.13043725,0.68502986,0.5064842,True,3.0,0
18000.0,True,False,True,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.015221,10889,556,4826,3426,True,False,False,Laborers,2,2,6,11.0,True,True,0.21555962,0.686293,0.66102356,True,0.0,0
11250.0,False,True,False,False,0,45000.0,3849.75,Alone,Commercial,1.0,M,False,CL,Home,0.025164,14970,2737,1596,4340,True,False,True,Drivers,2,2,2,18.0,True,True,0.39047116,0.002146646,0.0790597,True,2.0,0
18000.0,False,False,False,True,1,48797.1,4766.85,Alone,Service,1.0,M,False,CL,Home,0.010147,11781,1415,9571,2875,True,False,False,Laborers,3,2,4,18.0,True,True,0.539855,0.5404449,0.7136314,True,0.0,0
15750.0,True,False,True,False,0,90450.0,2930.85,Alone,nan,1.0,M,False,CL,Home,0.006305,17389,1369,6274,852,True,True,False,Laborers,2,3,2,15.0,True,True,0.60893655,0.71702486,0.5602843,True,2.0,0
18000.0,False,False,False,True,2,29250.0,1462.5,Alone,Service,2.0,M,False,RL,Home,0.010006,13939,2560,1520,1512,True,True,True,Core,4,2,6,13.0,True,True,0.48761237,0.31183013,0.5478105,True,1.0,0
58500.0,True,False,False,True,0,83538.0,4032.0,Alone,Commercial,2.0,S,False,CL,Home,0.072508,11387,1078,5146,1077,True,False,False,Managers,1,1,3,14.0,True,True,0.43286577,0.7823016,0.13937578,True,2.0,0
24750.0,True,False,False,False,3,42280.2,3353.4,Alone,Service,1.0,M,False,CL,Home,0.020713,16074,1022,3472,4210,True,False,False,Laborers,5,2,5,9.0,True,True,0.3132111,0.37839535,0.7662337,True,2.0,0
9000.0,False,True,False,False,0,69330.15,2189.7,Alone,Service,1.0,S,False,CL,Home,0.018029,15901,288,1471,2796,True,False,False,Laborers,1,2,4,11.0,True,True,0.4113737,0.37277982,0.5744466,True,3.0,0
9450.0,False,False,False,True,0,61261.2,3141.0,Alone,Commercial,1.0,M,False,CL,Home,0.019689,17286,216,395,831,True,False,False,Sales,2,2,4,13.0,True,True,0.6270165,0.70276445,0.68326885,True,0.0,0
5850.0,False,False,False,True,4,9669.6,642.6,Alone,nan,2.0,M,False,CL,Home,0.005313,17875,432,8753,1427,True,False,True,Laborers,6,2,4,18.0,True,True,0.8102093,0.38216767,0.832785,True,1.0,0
27000.0,False,False,False,False,0,67500.0,2424.6,Alone,Service,1.0,W,False,CL,Home,0.04622,18659,407,10071,270,True,False,False,Cooking,1,1,0,9.0,True,True,0.8262797,0.7445656,0.2580842,True,8.0,0
22500.0,True,False,True,True,0,64008.0,2997.0,Alone,Service,1.0,M,False,CL,Home,0.006629,17749,2739,1311,1295,True,False,False,Managers,2,2,6,11.0,True,True,0.38205993,0.7436079,0.000527265,True,0.0,1
27000.0,True,False,True,True,0,67500.0,6421.95,Alone,Service,1.0,D,False,CL,Home,0.010006,21065,6498,3982,4351,True,True,False,Managers,1,2,2,11.0,True,True,0.76105684,0.69119644,0.5316861,True,0.0,1
18000.0,True,False,False,True,2,61261.2,3141.0,Alone,Govt Job,1.0,M,False,CL,Home,0.011657,13182,3596,1123,4634,True,False,False,High skill tech,4,1,5,10.0,True,True,0.8291286,0.59529644,0.5388627,True,1.0,0
5850.0,False,False,True,True,2,58500.0,1899.9,Alone,Service,1.0,M,False,CL,Home,0.015221,10026,1458,546,2605,True,False,False,Medicine,4,2,5,14.0,True,True,0.42182735,0.5052663,0.5513813,True,0.0,0
22500.0,False,False,False,True,0,131926.95,3640.95,Alone,Service,2.0,M,False,CL,Home,0.022625,13589,1413,538,706,True,False,False,Accountants,2,2,2,13.0,True,True,0.39917907,0.21890251,0.59197664,True,2.0,0
11250.0,False,True,True,True,0,90000.0,2987.55,Alone,Service,2.0,M,False,CL,Home,0.007114,14812,7403,5081,3682,True,True,True,Laborers,2,2,4,16.0,True,True,0.8230126,0.6643148,0.62461466,True,0.0,0
17100.0,False,False,True,True,0,48797.1,4937.85,Kids,Commercial,1.0,S,False,CL,Home,0.01885,18101,3015,8107,1649,True,False,False,Laborers,1,2,6,16.0,True,True,0.32163194,0.5590571,0.5814837,True,2.0,0
22500.0,True,True,False,True,1,76022.55,3233.7,Alone,Service,2.0,M,False,CL,Home,0.010966,13710,2409,1119,4432,True,False,True,High skill tech,3,2,3,12.0,True,True,0.4681222,0.6430629,0.6894792,True,2.0,0
22500.0,False,False,False,True,0,20250.0,1012.5,Alone,Service,1.0,D,False,RL,Home,0.010006,22091,7615,7361,3573,True,False,True,Medicine,1,1,2,9.0,True,True,0.56725913,0.65225923,0.53707,True,3.0,0
13500.0,False,False,True,False,0,40500.0,2025.0,Alone,Govt Job,2.0,D,False,RL,Home,0.001276,14233,7239,1402,4174,True,False,False,Laborers,1,2,5,6.0,True,True,0.57428205,0.5559283,0.6848277,True,1.0,0
6750.0,False,False,False,False,0,22003.2,842.4,Alone,Service,1.0,M,False,CL,Home,0.009549,15634,3207,6739,4430,True,False,False,Sales,2,2,3,11.0,True,True,0.7528136,0.65758175,0.80274546,True,7.0,0
8100.0,False,False,False,True,0,26955.0,1424.25,Alone,Service,1.0,M,False,CL,Home,0.005002,10643,3230,1874,2646,True,True,False,Sales,2,3,2,15.0,True,True,0.3987742,0.3914672,0.4365065,True,0.0,0
9000.0,False,True,False,False,2,54504.0,2664.0,Partner,Service,1.0,M,False,CL,Home,0.014464,13539,397,241,4698,True,False,False,Accountants,4,2,5,8.0,True,True,0.43021592,0.648186,0.086161666,True,0.0,0
22500.0,False,False,False,False,0,56387.7,3937.5,Alone,Commercial,1.0,S,False,CL,Home,0.019101,11389,3937,5180,3940,True,False,False,Medicine,1,2,2,14.0,True,True,0.38386047,0.6610593,0.7738957,True,1.0,0
18000.0,True,True,True,False,0,24750.0,1237.5,Alone,Commercial,1.0,S,False,RL,Family,0.035792,8419,987,8419,1099,True,False,False,Private service,1,2,5,11.0,True,True,0.2456542,0.56440836,0.5585066,True,2.0,0
33750.0,True,False,False,True,2,111384.0,5700.15,Alone,Commercial,1.0,M,False,CL,Family,0.014464,10860,681,5157,2756,True,False,False,Managers,4,2,3,8.0,True,True,0.45555604,0.31224793,0.26224896,True,1.0,0
21150.0,False,False,True,True,0,64008.0,3113.1,Partner,Service,1.0,M,False,CL,Home,0.022625,16672,3701,2260,216,True,True,False,Core,2,2,1,16.0,True,True,0.6885309,0.65358233,0.5585066,True,0.0,0
22500.0,False,False,False,True,1,50326.65,4915.8,Alone,Service,2.0,S,False,CL,Home,0.018634,13757,2289,2322,3179,True,False,False,Sales,2,2,4,11.0,True,True,0.6535998,0.47203514,0.5406544,True,0.0,0
31500.0,True,False,True,True,0,50143.5,2451.6,Alone,Service,1.0,M,False,CL,Home,0.04622,21605,1125,11244,4667,True,False,False,Drivers,2,1,0,15.0,True,True,0.72332174,0.6525865,0.51729655,True,4.0,0
18000.0,False,False,False,True,0,59977.8,2554.2,Alone,Service,1.0,S,False,CL,Home,0.025164,10745,3824,1364,1813,True,False,False,Cooking,1,2,3,14.0,True,True,0.27472344,0.43435922,0.3077367,True,1.0,0
22500.0,True,False,True,True,1,73331.55,3919.95,Alone,Govt Job,2.0,M,False,CL,Home,0.018029,20883,11502,1709,4390,True,False,False,Laborers,3,3,3,13.0,True,True,0.64110565,0.4188802,0.6479769,True,1.0,0
12600.0,False,False,True,False,0,31500.0,1771.65,Alone,Service,1.0,D,False,CL,Home,0.003813,20762,2255,12472,4289,True,True,False,Sales,1,2,5,14.0,True,True,0.65366983,0.2915697,0.7688076,True,4.0,0
6750.0,False,True,True,True,1,5094.0,617.4,Alone,Service,1.0,D,False,CL,Home,0.010643,9708,731,9708,2137,True,False,False,Waiters/barmen,2,2,6,10.0,True,True,0.0987082,0.57678443,0.21035023,True,9.0,0
27000.0,True,True,True,True,2,98655.3,2897.55,Alone,Service,1.0,M,False,CL,Family,0.010006,11722,4064,4202,907,True,False,True,Drivers,4,2,0,11.0,True,True,0.3066004,0.65983826,0.6801388,True,2.0,0
18000.0,True,False,True,True,0,54504.0,4319.1,Alone,Commercial,1.0,S,False,CL,Family,0.011703,10260,1782,10260,2951,True,False,False,Security,1,2,1,17.0,True,True,0.3441872,0.24616022,0.7713616,True,1.0,1
13500.0,True,True,False,True,0,52649.1,2318.85,Alone,Service,1.0,S,False,CL,Home,0.009657,14920,4282,9044,4929,True,True,True,Laborers,1,2,3,9.0,True,True,0.06299319,0.42732403,0.6956219,True,1.0,0
18000.0,False,False,False,True,0,97671.15,3632.4,Alone,Service,2.0,M,False,CL,Home,0.009175,17033,1534,8728,585,True,False,False,Sales,2,2,1,12.0,True,True,0.8979908,0.7492696,0.37910047,True,2.0,0
22500.0,True,True,True,True,0,157500.0,4344.3,Alone,Service,1.0,M,False,CL,Home,0.006305,15405,1347,3241,4610,True,False,False,Laborers,2,3,5,8.0,True,True,0.59490985,0.6647145,0.7463002,True,2.0,0
29250.0,True,False,False,False,1,167048.55,5819.4,Alone,Service,2.0,S,False,CL,Family,0.009549,12188,2837,5870,2239,True,False,True,Medicine,2,2,2,15.0,True,True,0.60346913,0.517254,0.24318647,True,3.0,0
13500.0,False,True,False,True,0,86256.0,2521.8,Group,Service,1.0,M,False,CL,Home,0.026392,14300,839,6294,4613,True,True,True,Managers,2,2,1,21.0,True,True,0.31219092,0.54188377,0.5388627,True,2.0,0
11250.0,False,True,False,True,0,15814.8,782.1,Alone,nan,1.0,M,False,CL,Home,0.010032,13523,595,3527,2274,True,False,False,Cooking,2,2,3,9.0,True,True,0.21465968,0.55259496,0.5460232,True,4.0,0
10800.0,True,True,False,True,1,67950.0,1999.8,Alone,Commercial,1.0,M,False,CL,Home,0.025164,15089,98,923,144,True,True,False,Laborers,3,2,1,12.0,True,True,0.765254,0.60592866,0.6894792,True,0.0,0
22500.0,False,False,True,True,0,22500.0,2670.3,Alone,Service,1.0,M,False,CL,Home,0.010006,18112,509,6349,1659,True,True,False,Laborers,2,2,5,12.0,True,True,0.59444535,0.5146435,0.18629295,True,0.0,0
20250.0,False,False,True,False,1,29191.5,2259.0,Alone,Commercial,2.0,D,False,CL,Family,0.006852,13951,921,1494,882,True,False,True,Core,2,3,4,5.0,True,True,0.5235383,0.2719579,0.69409263,True,3.0,0
18000.0,True,False,False,True,0,21904.2,1236.15,Relative,Service,1.0,M,False,CL,Home,0.02461,17828,1052,7052,1371,True,False,False,Drivers,2,2,1,17.0,True,True,0.59896564,0.5509021,0.7738957,True,4.0,0
13500.0,False,True,True,False,1,27627.75,1183.5,Alone,Govt Job,2.0,M,False,CL,Home,0.031329,16511,6084,6013,8,True,False,False,Core,3,2,5,15.0,True,True,0.6245283,0.591318,0.6971469,True,0.0,0
13500.0,False,False,False,True,1,46915.2,2848.05,Alone,Service,1.0,M,False,CL,Home,0.009549,12257,2433,6119,2739,True,False,False,Laborers,3,2,4,17.0,True,True,0.35018143,0.14874217,0.64136827,True,0.0,0
29250.0,False,False,True,True,0,163624.5,4512.6,Relative,Commercial,2.0,M,False,CL,Home,0.072508,15032,2639,9165,3849,True,False,False,Sales,2,1,5,11.0,True,True,0.59115297,0.5863308,0.45253357,True,4.0,0
22500.0,False,False,True,True,1,38250.0,1912.5,Relative,Service,2.0,M,False,RL,Municipal,0.003541,11972,487,4092,4078,True,False,False,Laborers,3,1,6,9.0,True,True,0.25403827,0.40043136,0.35729328,True,4.0,0
13500.0,True,False,False,False,0,90000.0,2374.2,Alone,Service,2.0,M,False,CL,Home,0.008019,9837,792,726,922,True,False,False,Core,2,2,5,18.0,True,True,0.49123052,0.39921397,0.6722429,True,0.0,0
6750.0,False,False,False,False,0,15750.0,787.5,Alone,Service,2.0,M,False,RL,Home,0.019101,19110,130,8579,2661,True,True,True,Core,2,2,6,13.0,True,True,0.7280323,0.54799515,0.7463002,True,1.0,0
22500.0,True,False,True,True,1,67500.0,3260.25,Partner,Commercial,1.0,M,False,CL,Home,0.00963,17654,704,6507,1177,True,False,True,Drivers,3,2,2,12.0,True,True,0.82981503,0.43057004,0.3360615,True,2.0,0
12150.0,True,False,False,False,0,44078.4,3495.6,Alone,Commercial,2.0,M,False,CL,Family,0.031329,14297,4639,8330,4858,True,False,False,Private service,2,2,2,8.0,True,True,0.63085353,0.6114549,0.4632753,True,0.0,0
20250.0,True,False,True,True,0,56293.2,3066.75,Alone,Commercial,2.0,M,False,CL,Home,0.035792,11047,2016,5121,3625,True,True,False,Core,2,2,2,16.0,True,True,0.4148713,0.7137211,0.68793285,True,1.0,0
9000.0,False,False,True,True,0,26368.65,2542.5,Alone,Commercial,1.0,W,False,CL,Home,0.01885,16733,1069,2439,261,True,False,False,Laborers,1,2,5,12.0,True,True,0.44249877,0.52403766,0.000527265,True,1.0,1
11700.0,False,False,True,True,2,40878.0,1918.35,Partner,Service,1.0,M,False,CL,Home,0.020246,13342,1815,5012,4678,True,False,False,Drivers,4,3,4,13.0,True,True,0.20513237,0.31656086,0.7136314,True,0.0,1
22500.0,True,False,False,True,0,53249.4,3415.95,Alone,Commercial,1.0,M,False,CL,Rental,0.02461,10055,172,4900,2430,True,True,False,Laborers,2,2,0,11.0,True,True,0.30934146,0.6857513,0.50287825,True,1.0,0
20250.0,True,True,True,True,1,29851.2,2371.5,Alone,Service,1.0,M,False,CL,Home,0.010966,11583,1074,259,4268,True,False,False,Laborers,3,2,3,16.0,True,True,0.12887222,0.30343276,0.32489124,True,2.0,0
11700.0,False,True,False,True,0,35553.6,1660.5,Alone,Service,1.0,S,False,CL,Family,0.011657,12596,706,4664,4664,True,False,False,Security,1,1,4,12.0,True,True,0.14838648,0.56928355,0.13342926,True,2.0,1
22500.0,True,True,False,False,0,135000.0,3947.4,Alone,Commercial,2.0,M,False,CL,Home,0.018209,13263,2395,6235,4650,True,True,True,Laborers,2,3,6,9.0,True,True,0.40283316,0.5720909,0.6006575,True,0.0,0
22500.0,True,False,True,True,0,29628.0,2353.95,Alone,Commercial,1.0,M,False,CL,Home,0.031329,15556,7511,3917,4544,True,False,False,Laborers,2,2,6,8.0,True,True,0.4875439,0.49346384,0.6956219,True,3.0,0
35550.0,True,False,True,True,0,18000.0,900.0,Alone,Govt Job,1.0,M,False,RL,Home,0.006233,10355,1519,4,1210,True,False,False,Laborers,2,2,3,14.0,True,True,0.48400876,0.70183176,0.6463299,True,1.0,0
18900.0,True,False,True,True,0,104256.0,3458.7,Partner,Service,1.0,M,False,CL,Home,0.019101,19920,3183,2411,3456,True,False,False,Security,2,2,1,13.0,True,True,0.48065615,0.5269712,0.69255906,True,0.0,0
13500.0,True,True,True,False,1,29851.2,1726.65,Alone,Service,2.0,S,False,CL,Home,0.026392,14088,1057,3000,3952,True,True,True,Managers,2,2,1,19.0,True,True,0.49996084,0.6270959,0.77008706,True,1.0,0
15750.0,False,False,True,False,0,45450.0,1925.55,Alone,Commercial,2.0,M,False,CL,Family,0.02461,17483,1338,6342,1012,True,True,True,Core,2,2,3,14.0,True,True,0.756043,0.6934091,0.5208976,True,0.0,0
11250.0,True,False,False,False,1,94032.0,9173.25,Alone,Commercial,2.0,M,False,CL,Home,0.04622,12341,1108,1213,4561,True,False,False,Core,3,1,6,10.0,True,True,0.66982687,0.6119795,0.7862666,True,1.0,0
18000.0,False,True,True,True,1,104256.0,3458.7,Relative,Service,2.0,M,False,CL,Home,0.00733,15699,843,1762,4704,True,False,False,Core,3,2,6,14.0,True,True,0.8312756,0.6991755,0.5316861,True,0.0,0
18000.0,True,True,True,True,1,54000.0,2700.0,Alone,Govt Job,1.0,M,False,RL,Home,0.072508,15998,309,296,2988,True,False,False,Core,3,1,3,11.0,True,True,0.64690155,0.7570784,0.71949077,True,0.0,0
22500.0,True,False,True,True,0,23985.0,2385.0,Alone,Service,2.0,M,False,CL,Home,0.031329,11694,661,8988,1596,True,False,False,Sales,2,2,5,18.0,True,True,0.20002344,0.58882666,0.45789954,True,4.0,0
27000.0,True,False,True,True,2,80798.4,2683.35,Alone,Service,1.0,D,False,CL,Home,0.0105,13590,1203,1874,4475,True,False,False,Drivers,3,3,3,17.0,True,True,0.54576033,0.60069525,0.563835,True,1.0,0
13500.0,False,True,False,False,0,18244.8,1928.7,Alone,Service,2.0,S,False,CL,Rental,0.010643,11448,1982,6215,3705,True,False,False,Accountants,1,2,1,12.0,True,True,0.6665638,0.6190795,0.6894792,True,2.0,0
11250.0,True,True,True,True,0,58500.0,2999.7,Alone,Govt Job,2.0,M,False,CL,Home,0.005313,14377,3100,2013,5002,True,False,True,IT,2,2,2,9.0,True,True,0.11688036,0.67002994,0.23661083,True,0.0,0
13500.0,False,False,True,True,1,30493.35,2408.85,Alone,Govt Job,1.0,M,False,CL,Home,0.030755,13849,2631,7702,4262,True,False,False,Cooking,3,2,4,10.0,True,True,0.33522555,0.53611875,0.2636468,True,4.0,0
36000.0,True,False,True,True,1,53420.4,3280.95,Partner,Service,1.0,M,False,CL,Home,0.007114,15077,2116,6479,4351,True,True,True,Managers,3,2,6,13.0,True,True,0.48211485,0.2651072,0.61782616,True,1.0,0
11250.0,False,False,False,True,0,78192.0,3152.25,Alone,Service,1.0,W,False,CL,Home,0.015221,19976,4267,4262,3513,True,False,True,High skill tech,1,2,4,12.0,True,True,0.63072175,0.5975966,0.48124933,True,0.0,0
11250.0,True,False,True,True,2,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Home,0.020713,11716,4497,3748,1890,True,False,False,Sales,4,3,5,11.0,True,True,0.39595258,0.38485098,0.20677866,True,2.0,0
13500.0,False,False,False,False,0,112500.0,2967.75,Alone,Commercial,2.0,S,False,CL,Family,0.015221,10334,188,5082,2967,True,False,True,Core,1,2,3,10.0,True,True,0.25697073,0.60982233,0.6463299,True,1.0,0
22500.0,True,True,True,True,1,117000.0,6233.4,Alone,nan,1.0,M,False,CL,Home,0.011703,13050,1789,494,4437,True,False,True,Drivers,3,2,2,11.0,True,True,0.21719481,0.6812764,0.36061257,True,0.0,0
9450.0,False,True,False,False,0,27363.6,1583.55,Alone,nan,1.0,S,False,CL,Home,0.010966,15191,2098,8192,4439,True,False,False,Laborers,1,2,6,11.0,True,True,0.562203,0.3102603,0.66585493,True,1.0,0
13500.0,False,False,True,True,0,25470.0,2011.95,Alone,Service,2.0,S,False,CL,Home,0.020713,9345,622,2425,875,True,False,False,Sales,1,3,5,10.0,True,True,0.6979109,0.25094283,0.3539876,True,1.0,0
13500.0,False,False,False,False,0,94230.0,2713.5,Alone,Service,1.0,M,False,CL,Home,0.022625,15633,999,9736,4280,True,False,True,Laborers,2,2,1,15.0,True,True,0.41542935,0.5328379,0.33285058,True,2.0,0
7807.5,False,False,False,False,0,37811.7,1933.65,Alone,Service,1.0,M,False,CL,Home,0.010556,19507,470,10505,3057,True,False,False,Laborers,2,3,5,10.0,True,True,0.74976957,0.5459415,0.7151031,True,2.0,0
45000.0,True,True,False,True,2,58476.6,2490.3,Alone,Service,1.0,M,False,CL,Home,0.035792,13301,5068,2822,4426,True,False,False,Managers,4,2,4,14.0,True,True,0.36454448,0.6304035,0.5531647,True,1.0,0
23490.0,True,False,False,True,0,13500.0,698.85,Alone,Commercial,2.0,S,False,CL,Home,0.072508,9380,1364,4178,2064,True,True,False,Managers,1,1,1,10.0,True,True,0.2738507,0.6241816,0.3740208,True,0.0,0
14400.0,True,False,False,False,0,67950.0,2420.1,Alone,Commercial,2.0,M,False,CL,Home,0.026392,18323,3236,1804,1856,True,False,False,Core,2,2,4,17.0,True,True,0.7473371,0.74574906,0.45432106,True,1.0,0
15750.0,False,True,False,True,0,91846.8,3048.3,Alone,Commercial,2.0,M,False,CL,Home,0.030755,16155,4099,7622,525,True,False,False,Managers,2,2,4,12.0,True,True,0.6457761,0.6910657,0.344155,True,3.0,0
36900.0,False,False,False,True,2,49752.0,3252.15,Alone,Service,2.0,M,False,CL,Home,0.010006,10891,1240,562,3264,True,False,False,Managers,4,1,6,15.0,True,True,0.41715628,0.61760867,0.47764915,True,2.0,0
14400.0,False,False,True,True,0,45000.0,2110.95,Alone,Service,2.0,M,False,CL,Home,0.022625,9573,549,4134,1032,True,False,False,Sales,2,2,1,18.0,True,True,0.1984285,0.61609954,0.28371188,True,0.0,0
11250.0,False,False,True,True,0,54988.2,1786.95,Alone,Service,1.0,M,False,CL,Home,0.019101,16861,4986,7442,412,True,False,True,Laborers,2,2,3,14.0,True,True,0.83720106,0.4517486,0.5549468,True,8.0,0
24750.0,False,False,True,True,0,80442.0,3421.35,Alone,Commercial,1.0,D,False,CL,Home,0.025164,16398,9695,4327,5377,True,False,False,Core,1,2,4,15.0,True,True,0.6341943,0.5598171,0.31703177,True,2.0,0
63000.0,True,True,True,False,2,90000.0,4500.0,Alone,Commercial,2.0,M,False,RL,Home,0.028663,12077,181,5799,3920,True,False,False,Sales,4,2,1,11.0,True,True,0.5030679,0.46409163,0.21035023,True,1.0,0
18000.0,False,True,False,True,0,85500.0,3390.75,Alone,Service,1.0,M,False,CL,Home,0.01452,14530,4675,8657,3375,True,True,True,Managers,2,2,4,7.0,True,True,0.50692815,0.6833951,0.45789954,True,1.0,0
31500.0,False,True,True,True,0,176211.0,4661.1,Alone,Service,1.0,M,False,CL,Home,0.018801,23665,3451,6944,4738,True,False,False,Accountants,2,2,2,15.0,True,True,0.7200122,0.56021583,0.7252764,True,1.0,0
11250.0,False,True,False,True,0,34404.3,2459.7,Alone,Service,1.0,M,False,CL,Home,0.020713,18979,9579,9393,2500,True,True,True,Managers,2,3,0,7.0,True,True,0.5480887,0.46401006,0.33445412,True,2.0,0
10800.0,True,False,True,True,1,26998.2,3204.0,Alone,Service,1.0,M,False,CL,Home,0.020246,10212,1160,9576,2173,True,True,True,Core,3,3,1,12.0,True,True,0.5655333,0.12918058,0.4920601,True,2.0,0
20250.0,False,False,True,False,0,49535.1,5088.6,Alone,Commercial,2.0,M,False,CL,Home,0.035792,12441,1309,744,4285,True,False,False,Drivers,2,2,5,16.0,True,True,0.60868394,0.65781313,0.62630427,True,4.0,0
15750.0,False,False,True,True,0,24727.5,1982.25,Alone,Service,1.0,D,False,CL,Home,0.010643,14432,227,7240,5104,True,True,True,Drivers,1,2,4,11.0,True,True,0.39376226,0.4301787,0.7801436,True,3.0,0
29250.0,True,False,True,True,0,126000.0,4164.3,Alone,Service,2.0,M,False,CL,Home,0.020246,15670,1870,5223,4936,True,False,True,Managers,2,3,3,9.0,True,True,0.3980899,0.7156429,0.38079968,True,8.0,0
11250.0,False,False,False,True,0,61650.0,2001.6,Alone,Service,1.0,M,False,CL,Home,0.0228,18492,9491,944,2011,True,False,False,Sales,2,2,5,12.0,True,True,0.75164056,0.7239955,0.7223929,True,2.0,0
14850.0,True,False,True,True,1,27000.0,1350.0,Alone,Govt Job,2.0,M,False,RL,Home,0.004849,11757,1478,5810,3287,True,False,False,Accountants,3,2,1,16.0,True,True,0.5475917,0.46767753,0.38591468,True,0.0,0
18900.0,False,True,True,False,0,25470.0,1845.45,Alone,Service,1.0,M,False,CL,Home,0.04622,11681,2708,561,2850,True,False,False,Managers,2,1,1,19.0,True,True,0.6080774,0.7159143,0.2009261,True,0.0,0
36450.0,False,False,True,True,0,196349.4,5399.55,Alone,nan,2.0,S,False,CL,Home,0.007114,14210,897,2568,3307,True,False,True,Managers,1,2,1,13.0,True,True,0.8235206,0.68530816,0.75839305,True,2.0,0
18900.0,False,True,False,False,0,65961.0,2140.65,Alone,Service,1.0,M,False,CL,Home,0.01885,12394,5124,2384,4255,True,False,False,Laborers,2,2,2,16.0,True,True,0.47377357,0.64236486,0.7435593,True,2.0,0
20250.0,False,False,False,False,0,45000.0,2178.0,Alone,Commercial,1.0,S,False,CL,Municipal,0.04622,15617,1316,2123,4265,True,True,False,Laborers,1,1,1,17.0,True,True,0.41062474,0.7122802,0.15193455,True,0.0,0
11250.0,True,False,False,True,3,22500.0,1450.8,Alone,Service,1.0,M,False,CL,Home,0.026392,15320,1062,1059,940,True,False,True,Sales,5,2,5,16.0,True,True,0.5953422,0.6000919,0.70769936,True,3.0,0
17100.0,False,True,True,True,0,80050.05,3404.7,Alone,Service,1.0,S,False,CL,Family,0.007274,11528,328,11451,965,True,False,True,Drivers,1,2,5,17.0,True,True,0.16459055,0.41495705,0.5549468,True,0.0,0
15750.0,False,False,False,True,2,71285.85,3442.5,Alone,Govt Job,1.0,M,False,CL,Home,0.008068,13927,7342,5311,4401,True,False,True,Medicine,4,3,2,5.0,True,True,0.35920876,0.1762469,0.27933532,True,3.0,1
13500.0,False,False,False,True,2,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.019101,15588,8962,9737,4723,True,False,False,Secretaries,4,2,1,12.0,True,True,0.77412987,0.6465137,0.71215516,True,3.0,0
15750.0,False,False,False,True,1,47250.0,4545.45,Alone,Service,1.0,M,False,CL,Home,0.019689,16048,3879,10146,4217,True,False,False,Sales,3,2,1,11.0,True,True,0.7326473,0.19954309,0.785052,True,1.0,0
31500.0,False,True,False,False,0,180000.0,6256.8,Alone,Commercial,2.0,M,False,CL,Home,0.04622,20127,2501,14270,3667,True,True,True,Managers,2,1,6,14.0,True,True,0.7817718,0.70319366,0.61782616,True,4.0,0
18000.0,True,False,True,True,2,64692.0,2099.7,Relative,Service,1.0,S,False,CL,Home,0.018801,13982,90,1001,2471,True,False,True,Laborers,3,2,4,13.0,True,True,0.10128238,0.64034283,0.3656165,True,8.0,0
11700.0,False,True,False,True,0,57340.8,3214.8,Alone,Service,2.0,S,False,CL,Home,0.04622,12503,2264,6610,4035,True,False,False,Core,1,1,5,19.0,True,True,0.6225114,0.7891745,0.6512602,True,4.0,0
31365.0,True,False,True,True,0,74628.0,5443.65,Alone,nan,2.0,S,False,CL,Home,0.072508,13414,1334,7493,4865,True,False,False,Managers,1,1,5,19.0,True,True,0.7180478,0.6905192,0.24853556,True,1.0,0
22500.0,True,False,False,True,0,197107.2,6864.3,Relative,Service,1.0,M,False,CL,Home,0.031329,20086,5817,771,3648,True,False,False,Drivers,2,2,6,11.0,True,True,0.4473473,0.6991755,0.7801436,True,1.0,0
24750.0,False,False,False,False,0,54450.0,1968.75,Alone,Service,1.0,M,False,CL,Office,0.026392,15466,1695,3035,3070,True,False,False,Medicine,2,2,2,15.0,True,True,0.40736634,0.34669343,0.090220936,True,4.0,0
33750.0,False,False,True,True,0,157500.0,5998.95,Alone,Govt Job,2.0,M,False,CL,Home,0.04622,10869,567,5086,3338,True,True,False,Core,2,1,3,8.0,True,True,0.46414512,0.63579786,0.15100753,True,2.0,0
27000.0,False,False,True,True,1,81000.0,4050.0,Alone,Service,1.0,M,False,RL,Home,0.01452,12129,5066,3668,4480,True,False,False,Core,3,2,3,11.0,True,True,0.29342565,0.5650426,0.68638235,True,2.0,0
12600.0,False,True,True,True,2,90000.0,2644.65,Alone,Service,1.0,M,False,CL,Home,0.020713,12273,1618,1700,4077,True,True,False,Laborers,4,3,5,6.0,True,True,0.38532707,0.64565367,0.5118918,True,0.0,0
13500.0,True,False,False,False,1,13500.0,675.0,Relative,Service,1.0,M,False,RL,Home,0.010643,15169,3432,3606,4245,True,False,False,Laborers,3,2,4,17.0,True,True,0.36081365,0.6955804,0.73381454,True,1.0,0
11250.0,False,False,True,True,0,104046.3,3699.0,Relative,Commercial,1.0,M,False,CL,Home,0.00712,11078,247,1266,1873,True,False,False,Sales,2,2,1,15.0,True,True,0.17357895,0.26531175,0.63303167,True,1.0,0
16200.0,False,True,False,True,1,118528.2,3478.5,Alone,Service,1.0,M,False,CL,Home,0.031329,11058,2388,7404,1608,True,False,False,Laborers,3,2,1,7.0,True,True,0.53100073,0.5377825,0.4188543,True,2.0,0
22500.0,True,True,True,False,1,62241.3,3190.95,Alone,Service,2.0,M,False,CL,Home,0.020246,14382,2080,5852,5210,True,False,True,Laborers,3,3,4,6.0,True,True,0.22426143,0.8011082,0.52449644,True,1.0,0
24750.0,False,False,True,True,1,67950.0,2420.1,Alone,Service,1.0,S,False,CL,Home,0.010006,17182,1189,687,736,True,True,False,Laborers,2,2,3,8.0,True,True,0.41096064,0.43279645,0.37064964,True,6.0,0
18000.0,False,False,False,True,1,54000.0,2700.0,Alone,Service,2.0,D,False,RL,Home,0.026392,13374,5370,3840,2413,True,False,False,Core,2,2,0,11.0,True,True,0.6905463,0.6501085,0.73381454,True,2.0,0
18000.0,True,False,True,False,1,23985.0,2336.4,Alone,Govt Job,1.0,D,False,CL,Home,0.072508,18914,293,7381,2448,True,False,True,Accountants,2,1,1,17.0,True,True,0.61888194,0.74512666,0.5884878,True,3.0,0
27000.0,False,True,True,False,1,90000.0,2644.65,Alone,Service,2.0,M,False,CL,Home,0.010006,13908,218,3408,4219,True,True,True,Accountants,3,2,3,9.0,True,True,0.7181963,0.66582483,0.2707074,True,0.0,0
9000.0,True,True,True,False,0,33994.8,2920.95,Alone,Service,1.0,M,False,CL,Home,0.028663,10677,2688,8459,754,True,True,True,Sales,2,2,3,9.0,True,True,0.42278916,0.205733,0.5954562,True,2.0,0
21825.0,True,False,False,True,1,77029.2,3276.45,Relative,Commercial,1.0,M,False,CL,Home,0.031329,14881,668,1115,4966,True,False,False,Sales,3,2,6,12.0,True,True,0.5764417,0.49323976,0.162442,True,3.0,0
27000.0,True,False,True,False,0,163347.3,4321.8,Alone,Commercial,2.0,M,False,CL,Home,0.007274,13602,1206,4282,3788,True,False,False,Accountants,2,2,0,16.0,True,True,0.43434632,0.5873752,0.757069,True,0.0,0
25650.0,False,True,True,False,0,80865.0,2146.05,Alone,Commercial,2.0,D,False,CL,Home,0.031329,20104,3417,9412,3423,True,False,False,Managers,1,2,4,15.0,True,True,0.80896384,0.48015654,0.06688794,True,4.0,0
24750.0,False,True,True,False,0,28440.0,1472.4,Alone,Govt Job,2.0,M,False,CL,Home,0.01885,21068,10301,4997,4605,True,False,True,Managers,2,2,3,18.0,True,True,0.8865554,0.68845457,0.50107515,True,1.0,0
29250.0,True,True,False,True,0,97038.0,2850.3,Alone,Service,2.0,M,False,CL,Home,0.008019,12716,3848,1714,3866,True,False,True,Managers,2,2,0,10.0,True,True,0.24313875,0.5318907,0.6545293,True,1.0,0
6750.0,False,False,False,True,0,13500.0,1430.55,Partner,Service,1.0,M,False,CL,Home,0.015221,11096,2063,953,3457,True,True,True,Sales,2,2,4,12.0,True,True,0.22951446,0.6962468,0.51549536,True,0.0,0
8100.0,True,False,True,True,0,22500.0,2149.2,Alone,Govt Job,2.0,M,False,CL,Home,0.028663,23399,14688,6628,4220,True,False,True,Managers,2,2,1,13.0,True,True,0.85148454,0.70304304,0.7490217,True,1.0,0
42750.0,False,False,True,True,0,76552.2,2482.2,Alone,Commercial,1.0,S,False,CL,Home,0.007274,15203,251,9289,4669,True,False,False,Core,1,2,5,12.0,True,True,0.67558753,0.7536843,0.5797274,True,1.0,0
18000.0,False,False,True,True,1,57340.8,4543.2,Relative,Commercial,1.0,M,False,CL,Home,0.04622,13832,4551,7661,3303,True,False,False,Sales,3,1,1,16.0,True,True,0.60198754,0.5943531,0.037378065,True,1.0,1
13950.0,False,False,True,True,0,22500.0,1148.85,Alone,Govt Job,2.0,M,False,CL,Home,0.019689,13903,5327,3843,4284,True,True,False,Core,2,2,5,14.0,True,True,0.4937536,0.4866822,0.4258929,True,5.0,0
12600.0,False,False,False,False,1,77029.2,3493.8,Alone,Service,1.0,M,False,CL,Home,0.072508,11666,2803,5569,2397,True,False,False,Laborers,3,1,0,13.0,True,True,0.2511629,0.797915,0.36896873,True,0.0,0
19350.0,True,False,False,True,1,38152.8,2777.85,Relative,Service,1.0,M,False,CL,Home,0.010006,10439,2250,2346,1730,True,True,False,Core,3,2,4,12.0,True,True,0.22908643,0.53789663,0.6161217,True,3.0,0
13500.0,True,False,False,True,0,30728.7,2390.85,Alone,Govt Job,1.0,M,False,CL,Home,0.018029,10083,2886,4027,2745,True,False,False,Security,2,3,4,12.0,True,True,0.08161854,0.37107366,0.20677866,True,1.0,1
23400.0,True,False,False,True,0,65449.8,4391.55,Alone,Service,2.0,M,False,CL,Home,0.016612,21635,4211,6621,2256,True,False,False,High skill tech,2,2,3,17.0,True,True,0.8044777,0.56739515,0.8160924,True,1.0,0
45000.0,True,True,False,True,0,157500.0,14739.3,Alone,Commercial,2.0,M,False,CL,Home,0.026392,15271,2470,3641,2428,True,False,True,Managers,2,2,4,12.0,True,True,0.62726456,0.6996444,0.32331124,True,2.0,0
15750.0,False,False,False,True,0,46873.35,1496.7,Alone,Commercial,1.0,D,False,CL,Home,0.00963,19359,1897,2194,2780,True,True,True,Cleaning,1,2,4,15.0,True,True,0.369957,0.4847649,0.3217353,True,2.0,0
18000.0,True,True,False,True,2,24750.0,2678.4,Alone,Service,1.0,D,False,CL,Home,0.026392,10132,1931,5060,2785,True,False,False,Drivers,3,2,4,19.0,True,True,0.29528373,0.10289007,0.78988034,True,1.0,0
19800.0,False,True,False,False,2,64008.0,1953.45,Alone,Service,1.0,M,False,CL,Home,0.031329,14088,7195,990,4731,True,False,False,Laborers,4,2,3,16.0,True,True,0.6026884,0.27454606,0.5406544,True,0.0,0
15750.0,True,False,False,True,1,179550.0,9852.3,Relative,Commercial,1.0,M,False,CL,Family,0.026392,14527,702,8676,2240,True,False,True,Laborers,3,2,5,10.0,True,True,0.46924925,0.5207914,0.508287,True,1.0,0
11250.0,False,False,False,True,2,90000.0,2644.65,Relative,Govt Job,1.0,M,False,CL,Municipal,0.010006,14258,4228,3916,4299,True,False,False,Core,4,2,6,12.0,True,True,0.5476508,0.44174993,0.6690567,True,1.0,0
13500.0,True,False,False,False,0,45000.0,3007.35,Alone,Service,1.0,M,False,CL,Home,0.028663,13050,1236,3879,4966,True,False,False,Sales,2,2,6,13.0,True,True,0.6206047,0.5643976,0.6738301,True,1.0,0
22500.0,True,False,True,False,0,40500.0,2025.0,Alone,Commercial,2.0,M,False,RL,Home,0.072508,12933,915,1874,1896,True,False,False,Accountants,2,1,0,15.0,True,True,0.6883413,0.73442686,0.68326885,True,3.0,0
18000.0,True,False,True,False,2,18000.0,900.0,Alone,Commercial,1.0,M,False,RL,Home,0.04622,12309,3084,855,4127,True,True,True,Laborers,4,1,5,12.0,True,True,0.54246694,0.6768586,0.5190973,True,0.0,0
15750.0,True,True,False,True,0,9000.0,342.45,Alone,Commercial,2.0,M,False,CL,Home,0.026392,14531,119,1095,4046,True,False,False,IT,2,2,5,14.0,True,True,0.37617993,0.4609115,0.62967426,True,5.0,0
24300.0,True,False,False,False,0,48564.0,3893.85,Alone,Service,2.0,M,False,CL,Office,0.015221,11933,3709,1142,4367,True,True,False,Managers,2,2,1,11.0,True,True,0.28715023,0.38969228,0.5884878,True,0.0,0
40500.0,False,False,True,True,2,56250.0,4457.25,Alone,nan,2.0,M,False,CL,Home,0.015221,11541,2706,1251,1750,True,False,False,Security,4,2,3,8.0,True,True,0.41399825,0.6411281,0.5495965,True,3.0,0
13500.0,True,False,True,True,2,78713.1,4193.55,Relative,Service,1.0,M,False,CL,Home,0.003813,16194,2616,2299,3189,True,False,True,Laborers,4,2,5,5.0,True,True,0.5166812,0.47238392,0.7281413,True,0.0,0
27000.0,True,False,False,True,1,53747.1,6091.65,Alone,Commercial,2.0,M,False,CL,Home,0.072508,12746,2008,6755,3803,True,False,False,Sales,3,1,3,15.0,True,True,0.7699498,0.6687523,0.2692858,True,2.0,0
36000.0,False,False,False,True,0,83538.0,3552.3,Alone,Commercial,1.0,M,False,CL,Home,0.072508,15804,264,454,4073,True,False,False,Core,2,1,4,14.0,True,True,0.7611356,0.76037693,0.70769936,True,1.0,0
9000.0,True,False,True,False,0,22500.0,1125.0,Alone,Service,2.0,M,False,RL,Home,0.015221,15120,3427,1768,3844,True,False,False,Core,2,2,2,17.0,True,True,0.55152595,0.62173676,0.6769925,True,0.0,0
27000.0,False,False,True,True,0,79083.0,6261.3,Relative,Service,2.0,M,False,CL,Home,0.072508,10267,1183,340,1671,True,False,False,Managers,2,1,0,14.0,True,True,0.5835067,0.6590328,0.48845518,True,1.0,0
22500.0,False,False,False,True,0,17776.8,977.4,Alone,Commercial,2.0,M,False,CL,Home,0.072508,10079,1667,4550,1485,True,False,True,Managers,2,1,6,10.0,True,True,0.15266092,0.6490732,0.4920601,True,3.0,0
9000.0,False,False,False,True,1,27000.0,1350.0,Alone,nan,1.0,S,False,RL,Family,0.0105,11453,542,5286,3243,True,False,False,Laborers,2,3,4,16.0,True,True,0.5745414,0.51917034,0.28078958,True,0.0,0
11250.0,False,False,False,True,2,54504.0,2553.75,Relative,Commercial,1.0,M,False,CL,Home,0.011703,10632,1127,10308,3294,True,False,False,Laborers,4,2,6,10.0,True,True,0.37289575,0.67296755,0.391055,True,0.0,0
13500.0,False,False,True,True,2,74303.1,3971.7,Relative,Govt Job,2.0,M,False,CL,Home,0.01885,10843,402,6762,3480,True,False,False,Security,4,2,3,15.0,True,True,0.4499187,0.6810911,0.5797274,True,0.0,0
13500.0,False,False,False,True,1,22500.0,2238.3,Alone,Service,1.0,S,False,CL,Home,0.003818,12583,2654,6448,5029,True,False,True,Laborers,2,2,0,6.0,True,True,0.31033194,0.5429259,0.70018387,True,4.0,0
40500.0,True,False,False,True,0,112500.0,3642.3,Alone,Commercial,1.0,M,False,CL,Home,0.072508,19480,1517,3261,3040,True,False,True,Drivers,2,1,1,16.0,True,True,0.4354021,0.759639,0.47764915,True,2.0,0
33750.0,False,True,True,True,0,50940.0,4037.4,Alone,Commercial,2.0,S,False,CL,Home,0.035792,14499,231,7399,5063,True,False,True,Core,1,2,1,12.0,True,True,0.54881114,0.75765306,0.30314636,True,1.0,0
13500.0,True,False,True,True,1,167541.3,5273.55,Relative,Service,2.0,M,False,CL,Home,0.020713,17483,161,596,1018,True,False,False,Accountants,3,2,6,6.0,True,True,0.740526,0.6296389,0.6161217,True,3.0,0
6750.0,True,True,True,True,2,69102.0,2690.55,Alone,Service,1.0,M,False,CL,Home,0.020246,11256,2464,5309,3648,True,False,True,Sales,4,3,5,6.0,True,True,0.32877016,0.5452096,0.41184855,True,1.0,0
9000.0,False,True,False,True,2,77532.75,5215.05,Alone,Service,2.0,M,False,CL,Home,0.018801,14084,3329,7435,5187,True,False,False,High skill tech,4,2,3,10.0,True,True,0.3552833,0.4005364,0.6496203,True,2.0,0
8100.0,False,True,True,True,0,24750.0,1863.45,Alone,Service,1.0,W,False,CL,Home,0.018209,19627,4202,12481,3117,True,False,False,Laborers,1,3,5,13.0,True,True,0.7029742,0.08455005,0.80274546,True,6.0,0
45000.0,True,False,False,True,0,100287.0,3990.15,Alone,Service,2.0,M,False,CL,Home,0.010032,15213,919,9277,4747,True,False,False,Managers,2,2,5,4.0,True,True,0.767282,0.63749754,0.5208976,True,3.0,0
11250.0,False,True,False,True,0,18000.0,900.0,Relative,Service,1.0,S,False,RL,Home,0.0228,9652,214,4071,2339,True,True,True,High skill tech,1,2,6,11.0,True,True,0.228271,0.5850944,0.44717857,True,0.0,1
9000.0,False,True,False,False,2,78192.0,4254.75,Alone,Commercial,1.0,M,False,CL,Home,0.072508,17533,539,3180,1091,True,False,True,Sales,4,1,5,13.0,True,True,0.59232324,0.69225496,0.69409263,True,0.0,0
16650.0,False,True,False,False,0,9950.4,984.15,Alone,Service,2.0,M,False,CL,Home,0.026392,12353,4835,10631,3085,True,True,False,IT,2,2,2,15.0,True,True,0.629937,0.6544038,0.63470554,True,0.0,0
22500.0,False,False,True,True,0,18000.0,900.0,Alone,Commercial,1.0,M,False,RL,Home,0.04622,10351,1682,4164,2636,True,False,False,High skill tech,2,1,1,19.0,True,True,0.801457,0.33437806,0.29558265,True,0.0,0
11250.0,False,False,False,True,1,49922.1,2561.85,Kids,Service,1.0,M,False,CL,Home,0.002506,15717,1602,1890,4795,True,False,False,Sales,3,2,2,3.0,True,True,0.5021906,0.71364516,0.6463299,True,4.0,0
15750.0,True,False,True,False,1,34882.65,1818.9,Partner,Commercial,2.0,M,False,CL,Home,0.025164,10266,453,443,2928,True,False,False,Managers,3,2,2,16.0,True,True,0.63457566,0.08705944,0.62630427,True,0.0,0
11250.0,False,False,True,True,0,113076.0,3319.2,Alone,Service,1.0,M,False,CL,Home,0.016612,23420,8889,6,2208,True,False,False,Medicine,2,2,4,14.0,True,True,0.844207,0.54379404,0.5954562,True,5.0,0
13500.0,False,True,True,True,0,19350.0,742.5,Alone,Service,2.0,M,False,CL,Home,0.01452,17480,3943,4963,1028,True,False,False,Sales,2,2,2,13.0,True,True,0.7904097,0.3454859,0.73801965,True,4.0,0
20700.0,False,False,True,True,0,97461.0,4306.05,Alone,Service,1.0,D,False,CL,Home,0.020246,18824,3489,9495,2338,True,False,True,Sales,1,3,4,6.0,True,True,0.6449466,0.35032284,0.7801436,True,6.0,0
11250.0,False,False,True,False,0,90000.0,3964.5,Alone,Commercial,1.0,M,False,CL,Municipal,0.011657,21991,7882,10340,4181,True,True,False,Security,2,1,3,10.0,True,True,0.5164207,0.62794435,0.5531647,True,2.0,0
13500.0,False,True,True,True,1,76022.55,3448.35,Partner,Service,1.0,M,False,CL,Home,0.04622,13358,715,7485,1843,True,False,False,Laborers,3,1,0,11.0,True,True,0.22065768,0.74627113,0.5797274,True,3.0,0
6750.0,True,False,False,True,0,13477.5,937.8,Alone,Service,1.0,M,False,CL,Home,0.015221,17983,4063,9474,1509,True,False,False,Waiters/barmen,2,2,5,10.0,True,True,0.64160174,0.35597244,0.6212263,True,1.0,0
40500.0,True,False,True,True,0,135000.0,4474.8,Alone,Commercial,2.0,S,False,CL,Family,0.010006,9970,2321,4733,2657,True,False,True,IT,1,1,6,10.0,True,True,0.5068044,0.5556529,0.5478105,True,1.0,0
15750.0,True,False,True,False,2,40500.0,2025.0,Alone,Commercial,2.0,M,False,RL,Home,0.04622,13132,3831,1780,3012,True,False,False,Core,4,1,6,13.0,True,True,0.4969267,0.6862412,0.622922,True,0.0,0
9000.0,False,True,False,False,0,50849.55,2016.45,Alone,Service,2.0,M,False,CL,Home,0.04622,19952,1418,792,3438,True,True,True,Laborers,2,1,2,14.0,True,True,0.7730601,0.54548067,0.73801965,True,2.0,0
60750.0,True,False,False,True,1,55800.0,2697.3,Alone,Service,1.0,M,False,CL,Home,0.018209,12827,2812,1657,4415,True,False,False,Managers,3,3,2,8.0,True,True,0.5218402,0.5679372,0.15193455,True,1.0,0
24750.0,True,False,False,True,0,49500.0,2475.0,Alone,Commercial,2.0,S,False,RL,Home,0.0228,14984,3165,7217,5181,True,False,True,Accountants,1,2,3,15.0,True,True,0.5224842,0.6059182,0.3457848,True,0.0,0
9000.0,False,False,True,True,1,31500.0,1649.25,Alone,Service,1.0,M,False,CL,Home,0.022625,10887,1526,4772,2884,True,False,False,Laborers,3,2,2,9.0,True,True,0.23777418,0.26523077,0.24853556,True,1.0,0
22500.0,False,True,False,True,0,147954.16,3980.7,Alone,Service,2.0,M,False,CL,Home,0.031329,13825,6100,6754,4194,True,True,True,Accountants,2,2,3,15.0,True,True,0.48447016,0.46000424,0.22888342,True,1.0,0
15750.0,False,False,True,True,0,128835.0,3766.95,Alone,Service,1.0,W,False,CL,Home,0.02461,21901,11637,12938,4489,True,False,True,Core,1,2,5,16.0,True,True,0.8848678,0.6907528,0.5388627,True,1.0,0
11250.0,False,False,False,False,0,22500.0,2544.75,Alone,Commercial,2.0,M,False,CL,Home,0.018634,19479,384,9698,2818,True,False,False,Laborers,2,2,1,18.0,True,True,0.80865765,0.5889749,0.3062023,True,2.0,0
20250.0,True,False,False,True,0,67766.4,2447.1,Alone,Commercial,2.0,M,False,CL,Home,0.018801,16718,1630,9323,253,True,False,False,Drivers,2,2,3,6.0,True,True,0.56953174,0.41846505,0.3264752,True,4.0,0
18000.0,False,False,True,False,2,67950.0,1986.75,Alone,Govt Job,2.0,M,False,CL,Home,0.010006,10923,1933,5316,2829,True,False,False,Core,4,1,4,13.0,True,True,0.4244381,0.700168,0.56560796,True,0.0,0
18000.0,False,False,True,True,0,130381.2,3598.2,Alone,Commercial,2.0,M,False,CL,Home,0.016612,19304,9525,177,2844,True,False,False,Core,2,2,4,9.0,True,True,0.65330553,0.57171077,0.59197664,True,2.0,0
7650.0,False,True,True,True,1,8086.5,648.0,Alone,Service,1.0,D,False,CL,Home,0.018209,14702,941,2529,4527,True,False,False,Cleaning,2,3,6,11.0,True,True,0.5519654,0.19634221,0.2539628,True,7.0,1
13950.0,False,False,True,True,0,27363.6,2174.85,Alone,Govt Job,2.0,S,False,CL,Home,0.035792,9333,944,3776,1645,True,False,True,Security,1,2,1,17.0,True,True,0.11014072,0.43670318,0.18195911,True,0.0,0
20250.0,False,False,True,True,0,54504.0,2664.0,Relative,Service,1.0,D,False,CL,Home,0.008575,17588,1436,1331,1120,True,False,True,Cooking,1,2,2,18.0,True,True,0.70535517,0.3588854,0.000527265,True,0.0,0
11250.0,False,False,False,True,0,53330.4,2805.3,Alone,nan,2.0,S,False,CL,Office,0.028663,9871,2308,1743,622,True,False,False,Core,1,2,2,16.0,True,True,0.45167604,0.52575004,0.3217353,True,0.0,0
7200.0,False,False,True,True,1,36489.6,1620.0,Alone,Service,1.0,M,False,CL,Home,0.020246,16119,227,5114,996,True,False,True,Laborers,3,3,5,13.0,True,True,0.3954178,0.40131897,0.4830502,True,2.0,0
16650.0,False,True,True,False,0,123681.6,3989.7,Alone,nan,2.0,M,False,CL,Home,0.018029,11208,258,1580,2265,True,False,False,Laborers,2,3,6,12.0,True,True,0.24531037,0.39737448,0.27500036,True,2.0,0
36000.0,False,True,False,True,0,108947.7,3926.25,Alone,Commercial,2.0,D,False,CL,Home,0.011657,17447,3174,16563,987,True,False,False,Accountants,1,1,5,16.0,True,True,0.7927329,0.7387629,0.54423475,True,6.0,0
11250.0,False,False,True,True,0,63000.0,2788.2,Relative,Service,1.0,M,False,CL,Home,0.028663,18492,5037,4229,2006,True,False,False,Cleaning,2,2,2,13.0,True,True,0.5834659,0.6172626,0.59892625,True,4.0,0
15750.0,False,False,True,False,0,46915.2,2835.0,Alone,Service,1.0,M,False,CL,Family,0.018634,14166,1069,773,6096,True,True,False,Low-skill Laborers,2,2,0,17.0,True,True,0.19377434,0.2682847,0.17665258,True,2.0,1
13500.0,False,False,False,True,0,81404.1,2393.1,Alone,Service,2.0,D,False,CL,Home,0.009175,15306,3511,7648,4032,True,False,False,Accountants,1,2,3,17.0,True,True,0.80757344,0.7381167,0.53348166,True,1.0,0
28800.0,True,True,True,True,0,102474.0,4942.8,Alone,Commercial,2.0,D,False,CL,Home,0.072508,21134,1776,581,4681,True,False,False,Drivers,1,1,4,12.0,True,True,0.63911813,0.5148511,0.29859498,True,2.0,0
7650.0,False,True,False,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.02461,19743,10276,4031,3213,True,False,True,Laborers,2,2,2,16.0,True,True,0.7130913,0.57926464,0.6041126,True,0.0,0
18000.0,False,True,True,True,0,197107.2,6864.3,Alone,Commercial,2.0,M,False,CL,Home,0.031329,18495,1061,9406,2051,True,False,True,Drivers,2,2,2,10.0,True,True,0.7332857,0.5677762,0.6817059,True,1.0,0
13500.0,False,False,False,False,0,50849.55,2612.7,Alone,Service,1.0,M,False,CL,Home,0.006296,18157,415,11686,1618,True,False,False,Laborers,2,3,0,14.0,True,True,0.6741231,0.7676936,0.83872485,True,1.0,0
9000.0,False,False,True,False,1,64704.6,2100.15,Alone,Service,2.0,M,False,CL,Home,0.018634,11506,2854,793,2916,True,False,False,Core,3,2,6,11.0,True,True,0.73945624,0.46389586,0.53527623,True,6.0,0
13500.0,True,False,False,True,0,22500.0,1125.0,Alone,Service,1.0,M,False,RL,Home,0.025164,12492,3708,6313,4405,True,False,False,Laborers,2,2,4,11.0,True,True,0.635559,0.25260296,0.53527623,True,2.0,0
9000.0,False,False,False,False,0,33163.2,3081.6,Alone,Service,2.0,D,False,CL,Home,0.006207,15315,1552,4023,4629,True,True,False,Core,1,2,5,16.0,True,True,0.64422363,0.7800138,0.6313545,True,2.0,0
13500.0,False,False,True,False,1,107820.0,3165.3,Alone,Service,1.0,M,False,CL,Family,0.009549,13395,1038,7503,3820,True,False,False,Drivers,3,2,4,10.0,True,True,0.6173421,0.1856668,0.6313545,True,0.0,1
20250.0,True,False,True,True,0,154058.84,4428.0,Alone,Service,2.0,M,False,CL,Home,0.04622,16393,324,1929,4708,True,False,False,Sales,2,1,2,9.0,True,True,0.77839774,0.7238644,0.6127042,True,2.0,0
9000.0,False,False,True,True,0,45450.0,2186.55,Alone,Govt Job,1.0,S,False,CL,Home,0.022625,10203,91,1346,2594,True,True,False,Laborers,1,2,6,12.0,True,True,0.2134922,0.6729387,0.5118918,True,6.0,0
18000.0,False,True,True,True,1,90000.0,2644.65,Alone,Service,2.0,D,False,CL,Home,0.007114,14593,2940,4032,5647,True,True,True,Core,2,2,2,13.0,True,True,0.8010248,0.59495926,0.8193177,True,1.0,0
18000.0,False,False,False,True,1,131211.0,5572.35,Alone,Commercial,1.0,M,False,CL,Home,0.022625,14917,352,27,5206,True,False,False,Sales,3,2,1,15.0,True,True,0.6864057,0.49212474,0.47045612,True,1.0,0
14400.0,False,False,True,False,0,20476.8,784.8,Alone,Commercial,1.0,M,False,CL,Home,0.032561,18413,3725,3674,1959,True,False,True,Core,2,1,1,14.0,True,True,0.84995335,0.6673508,0.74079907,True,1.0,0
22500.0,False,True,False,True,0,77029.2,5181.3,Alone,Govt Job,1.0,M,False,CL,Home,0.018801,20225,1086,12554,3675,True,False,False,Core,2,2,5,11.0,True,True,0.847366,0.742284,0.6528965,True,4.0,0
9000.0,False,False,True,False,0,80865.0,2608.65,Alone,Service,1.0,M,False,CL,Home,0.01885,16313,2182,4111,4906,True,True,True,Core,2,2,2,20.0,True,True,0.6859603,0.39660496,0.5884878,True,7.0,0
15750.0,False,False,False,False,0,18000.0,900.0,Alone,Govt Job,2.0,M,False,RL,Office,0.04622,9563,815,3379,2246,True,False,False,Core,2,1,2,10.0,True,True,0.2265595,0.744948,0.58499,True,0.0,0
6750.0,False,True,False,False,0,16173.0,1264.5,Relative,Service,1.0,M,False,CL,Home,0.02461,15054,4835,6590,4658,True,True,False,Laborers,2,2,3,15.0,True,True,0.7101563,0.5707521,0.36394525,True,0.0,0
13500.0,False,True,False,False,1,135000.0,4705.65,Alone,Service,1.0,M,False,CL,Home,0.006671,15680,8803,6139,4250,True,True,False,Laborers,3,2,5,14.0,True,True,0.46609354,0.6031631,0.6041126,True,1.0,0
13500.0,False,False,True,True,0,25470.0,1858.5,Alone,Commercial,1.0,M,False,CL,Home,0.01885,14878,3285,462,3549,True,False,False,Laborers,2,2,5,16.0,True,True,0.26528794,0.44293666,0.27933532,True,5.0,1
18000.0,False,False,False,False,0,90622.8,3606.75,Alone,Commercial,2.0,M,False,CL,Home,0.031329,15771,2023,6684,4043,True,False,False,Sales,2,2,1,16.0,True,True,0.7196984,0.6555947,0.6058363,True,1.0,0
18000.0,False,True,True,True,0,24727.5,2419.2,Alone,Service,1.0,S,False,CL,Home,0.04622,8893,1215,2444,1554,True,False,True,Sales,1,1,4,20.0,True,True,0.58044446,0.605396,0.5208976,True,2.0,0
24750.0,True,False,False,True,2,140880.6,9818.1,Relative,Commercial,2.0,M,False,CL,Home,0.009334,12845,953,511,2253,True,False,False,Sales,4,2,5,16.0,True,True,0.6029529,0.66510916,0.36896873,True,0.0,0
13500.0,False,True,True,True,0,54504.0,1724.4,Alone,Service,1.0,M,False,CL,Home,0.0105,12526,5091,128,4003,True,False,False,Laborers,2,3,0,17.0,True,True,0.25179186,0.35875964,0.7281413,True,0.0,0
10350.0,False,True,True,False,1,38152.8,1169.55,Alone,Govt Job,2.0,M,False,CL,Home,0.007114,11286,2990,4882,2404,True,False,False,High skill tech,3,2,6,14.0,True,True,0.76038104,0.6596713,0.7713616,True,0.0,0
112500.0,False,False,True,True,0,193916.25,6753.15,Alone,Govt Job,1.0,M,False,CL,Home,0.072508,19245,3346,1660,2805,True,False,True,Managers,2,1,3,15.0,True,True,0.9077677,0.73201865,0.30927536,True,0.0,0
6300.0,False,False,False,False,0,63448.2,2046.6,Relative,Service,1.0,M,False,CL,Home,0.00823,15661,6010,8061,4582,True,True,True,Medicine,2,2,1,17.0,True,True,0.81866837,0.14663643,0.5902333,True,0.0,0
11250.0,True,True,False,True,1,20250.0,1366.2,Alone,Service,2.0,M,False,CL,Home,0.015221,10190,1199,587,909,True,False,True,Laborers,3,2,5,10.0,True,True,0.18900163,0.66027004,0.5971924,True,3.0,0
5850.0,False,False,True,False,1,54449.1,2109.6,Relative,Commercial,1.0,M,False,CL,Home,0.006233,8910,2021,801,320,True,False,True,Medicine,3,2,0,11.0,True,True,0.43412697,0.6930742,0.5954562,True,0.0,0
10350.0,True,True,False,True,0,80865.0,2621.7,Relative,Service,1.0,M,False,CL,Home,0.00733,18791,7765,9057,2317,True,False,False,Laborers,2,2,1,11.0,True,True,0.19739012,0.5870201,0.5190973,True,0.0,0
13500.0,True,False,True,False,0,45000.0,3044.25,Alone,Service,2.0,S,False,CL,Shared,0.022625,12274,2438,6005,3963,True,True,True,Laborers,1,2,3,8.0,True,True,0.13676986,0.39951295,0.66102356,True,0.0,1
11250.0,False,False,True,True,1,44078.4,3220.2,Alone,Service,2.0,M,False,CL,Home,0.006305,15593,5774,8189,2897,True,False,False,Sales,3,3,1,4.0,True,True,0.5309721,0.019053364,0.6075573,True,6.0,0
12150.0,False,False,False,True,0,22500.0,2201.4,Alone,Govt Job,2.0,W,False,CL,Home,0.072508,19426,1598,549,1816,True,True,True,Accountants,1,1,5,11.0,True,True,0.3004378,0.740792,0.45789954,True,0.0,1
14400.0,False,True,True,True,0,37350.0,1083.15,Alone,Service,1.0,D,False,CL,Home,0.020713,18827,2359,3719,2374,True,True,True,Laborers,1,3,4,12.0,True,True,0.73776674,0.44318488,0.38762534,True,4.0,0
18000.0,False,False,True,False,0,80865.0,2377.35,Alone,Service,2.0,S,False,CL,Family,0.019101,14760,3931,7165,4759,True,False,False,IT,1,2,1,17.0,True,True,0.6101231,0.6459638,0.37571102,True,1.0,0
22500.0,True,True,True,True,0,67950.0,2891.7,Alone,Service,2.0,M,False,CL,Home,0.01452,20698,125,3370,3217,True,False,False,High skill tech,2,2,2,10.0,True,True,0.583438,0.39570522,0.6446794,True,1.0,0
15750.0,True,False,True,True,1,43256.7,1918.35,Relative,Commercial,2.0,M,False,CL,Home,0.031329,9531,922,2132,2216,True,False,False,HR,3,2,1,13.0,True,True,0.59790564,0.40053114,0.44361532,True,3.0,0
20250.0,False,True,False,False,0,33883.2,1773.9,Alone,Commercial,2.0,M,False,CL,Home,0.009175,10399,1786,4437,1348,True,True,True,Managers,2,2,4,19.0,True,True,0.77775514,0.6985864,0.41709965,True,0.0,0
22500.0,True,False,False,False,1,36000.0,3780.0,Alone,Service,2.0,M,False,CL,Home,0.009657,10444,1156,4670,3107,True,True,False,High skill tech,3,2,3,12.0,True,True,0.15743054,0.5559391,0.67065173,True,0.0,0
27000.0,True,False,False,True,0,27000.0,1350.0,Relative,Service,1.0,S,False,RL,Home,0.010006,9695,1920,7071,2349,True,False,False,Security,1,1,1,8.0,True,True,0.2856941,0.7617885,0.77008706,True,3.0,0
14400.0,True,True,False,True,2,56885.85,3098.7,Alone,Service,1.0,M,False,CL,Home,0.016612,13514,1307,2625,4386,True,False,True,Drivers,4,2,6,15.0,True,True,0.15446363,0.00755886,0.23791608,True,2.0,0
11250.0,False,True,True,False,0,29191.5,1298.7,Alone,Service,1.0,M,False,CL,Municipal,0.031329,19128,968,3745,2555,True,False,False,Medicine,2,2,4,10.0,True,True,0.56465775,0.12025138,0.49927202,True,3.0,0
90000.0,True,False,False,True,0,18000.0,900.0,Alone,Service,2.0,M,False,RL,Home,0.009657,19146,4292,5708,2672,True,False,False,Managers,2,2,6,11.0,True,True,0.7319507,0.5458439,0.68793285,True,0.0,0
7200.0,False,True,False,True,0,18000.0,691.65,Others,Govt Job,1.0,M,False,CL,Home,0.018209,8959,434,397,1635,True,False,True,Medicine,2,3,2,13.0,True,True,0.49614665,0.3823639,0.5388627,True,0.0,0
40500.0,False,True,False,True,0,78192.0,6190.65,Alone,Commercial,2.0,S,False,CL,Home,0.072508,13916,413,2161,2338,True,False,True,Managers,1,1,3,10.0,True,True,0.661177,0.651212,0.19862005,True,0.0,0
67500.0,True,True,True,False,1,154602.0,4533.3,Relative,Commercial,2.0,M,False,CL,Home,0.001276,11408,1526,779,2752,True,True,False,Drivers,3,2,4,7.0,True,True,0.28994113,0.6179133,0.6430256,True,0.0,0
27000.0,False,False,True,True,0,27000.0,1350.0,Alone,Commercial,2.0,M,False,RL,Home,0.0228,12656,4492,6595,3581,True,False,False,Laborers,2,2,6,13.0,True,True,0.27130058,0.11004818,0.5406544,True,0.0,0
10350.0,False,True,False,True,2,10782.0,1001.7,Partner,Service,1.0,M,False,CL,Home,0.018634,12804,1462,3374,3426,True,True,False,Sales,4,2,2,10.0,True,True,0.40866446,0.64829075,0.58674,True,3.0,0
20250.0,False,False,False,True,0,54504.0,2664.0,Alone,Service,1.0,M,False,CL,Home,0.04622,12093,289,1511,853,True,False,True,Laborers,2,1,1,14.0,True,True,0.41019267,0.43463865,0.054583993,True,0.0,0
27450.0,False,True,True,False,0,27106.65,2186.1,Alone,Commercial,1.0,M,False,CL,Home,0.04622,11143,2198,5250,3516,True,False,False,Laborers,2,1,5,17.0,True,True,0.60999066,0.53807604,0.6738301,True,0.0,0
26100.0,False,False,True,False,0,46350.0,2469.15,Alone,Service,1.0,S,False,CL,Home,0.04622,12198,2170,5725,3794,True,True,True,Low-skill Laborers,1,1,3,11.0,True,True,0.39787385,0.7191718,0.37910047,True,1.0,0
11250.0,False,False,False,True,1,50849.55,2167.2,Alone,Commercial,2.0,S,False,CL,Family,0.0228,10663,1692,5210,3318,True,False,False,Sales,2,2,6,10.0,True,True,0.36485374,0.52989745,0.52629495,True,3.0,0
24750.0,False,False,True,True,1,107628.75,4572.9,Relative,Service,1.0,M,False,CL,Home,0.031329,12509,5341,6479,4131,True,False,False,Core,3,2,2,11.0,True,True,0.5939978,0.30460337,0.4920601,True,2.0,0
27000.0,True,False,True,True,2,34380.0,1309.05,Alone,Govt Job,1.0,M,False,CL,Home,0.072508,16967,4149,6121,499,True,False,True,Medicine,4,1,5,15.0,True,True,0.6342148,0.73141766,0.42236966,True,0.0,0
13500.0,False,False,False,True,0,39788.1,1512.9,Alone,Service,2.0,M,False,CL,Home,0.019101,16641,899,5275,187,True,False,True,Managers,2,2,1,12.0,True,True,0.44905907,0.4459333,0.34905526,True,0.0,0
15750.0,True,False,False,False,1,13500.0,675.0,Alone,Commercial,1.0,M,False,RL,Shared,0.006629,13207,1770,3060,3095,True,False,False,Core,3,2,3,5.0,True,True,0.4778324,0.50879174,0.3556387,True,0.0,0
13500.0,False,False,False,True,0,54000.0,3316.5,Alone,Service,1.0,M,False,CL,Home,0.028663,16339,2915,10419,4259,True,False,False,Sales,2,2,5,9.0,True,True,0.6959093,0.6583888,0.6817059,True,0.0,0
15750.0,False,True,True,True,0,31500.0,1575.0,Alone,nan,1.0,M,False,RL,Home,0.00963,19286,2172,9611,2787,True,False,True,High skill tech,2,2,5,14.0,True,True,0.78324157,0.469371,0.6848277,True,2.0,0
15750.0,True,False,False,False,0,62553.6,3393.45,Alone,Service,1.0,M,False,CL,Home,0.020713,9679,334,2840,1814,True,False,True,Laborers,2,3,2,5.0,True,True,0.108086266,0.4612321,0.053114172,True,3.0,1
13500.0,False,False,True,True,0,69652.8,3902.4,Relative,Commercial,2.0,M,False,CL,Home,0.019689,13764,3996,7420,2898,True,False,False,Core,2,2,5,8.0,True,True,0.4665203,0.41599262,0.41359675,True,6.0,0
27000.0,False,True,True,True,0,59256.0,3593.7,Alone,Commercial,1.0,D,False,CL,Home,0.04622,16927,2654,10083,455,True,False,False,High skill tech,1,1,5,14.0,True,True,0.75252396,0.73609966,0.508287,True,5.0,0
16200.0,False,False,False,True,0,51300.0,2467.8,Alone,Service,2.0,M,False,CL,Home,0.0228,11185,2977,1577,3579,True,False,True,High skill tech,2,2,0,13.0,True,True,0.5092479,0.74410784,0.47944897,True,3.0,0
15750.0,False,True,False,True,1,13477.5,1080.45,Relative,Service,1.0,S,False,CL,Home,0.015221,15399,3038,3798,4735,True,True,True,Sales,2,2,2,13.0,True,True,0.46865267,0.26651978,0.66585493,True,4.0,0
25200.0,False,True,True,True,1,76022.55,3028.05,Alone,Service,1.0,D,False,CL,Home,0.04622,18402,7404,8105,1941,True,False,False,Medicine,2,1,3,10.0,True,True,0.5595229,0.7173708,0.7295667,True,1.0,0
11250.0,False,True,False,False,2,52128.0,2840.85,Alone,Service,2.0,M,False,CL,Home,0.006296,12589,4214,4642,4639,True,True,True,Accountants,4,3,4,11.0,True,True,0.43967888,0.5761758,0.48845518,True,1.0,0
15750.0,True,False,False,False,0,45000.0,3621.15,Alone,Service,1.0,M,False,CL,Home,0.020713,13154,2134,7061,4004,True,True,True,Sales,2,2,3,12.0,True,True,0.18384694,0.29009038,0.7688076,True,7.0,0
15300.0,False,False,True,True,0,58500.0,2999.7,Alone,Service,1.0,M,False,CL,Home,0.028663,15369,1989,1940,4187,True,False,False,Sales,2,2,3,14.0,True,True,0.6622672,0.7381294,0.5549468,True,7.0,0
15750.0,False,False,True,True,1,67950.0,6802.2,Relative,Govt Job,2.0,M,False,CL,Home,0.026392,14506,3662,881,4842,True,False,False,Security,3,2,4,10.0,True,True,0.20843518,0.61881125,0.45432106,True,3.0,0
22500.0,True,False,False,False,0,53330.4,2272.5,Relative,Service,1.0,M,False,CL,Home,0.020246,20996,154,1352,3063,True,False,True,Drivers,2,3,6,13.0,True,True,0.38378522,0.03937336,0.3842068,True,1.0,0
15750.0,False,False,True,True,1,31343.85,2107.35,Alone,Commercial,1.0,S,False,CL,Home,0.014464,16910,3249,9496,452,True,False,False,Drivers,2,2,1,4.0,True,True,0.3776684,0.6063098,0.50287825,True,1.0,0
14400.0,True,True,True,True,0,67950.0,2694.6,Alone,Service,1.0,S,False,CL,Municipal,0.031329,11534,2995,5657,4215,True,True,True,Drivers,1,2,4,16.0,True,True,0.39459184,0.5001495,0.24054141,True,0.0,0
20250.0,True,False,False,True,0,128835.0,3411.45,Alone,Commercial,1.0,M,False,CL,Home,0.010556,15513,3966,7140,4265,True,False,False,Sales,2,3,5,17.0,True,True,0.6952336,0.09132213,0.6738301,True,3.0,0
13500.0,False,True,False,False,0,40500.0,2025.0,Relative,Commercial,1.0,M,False,RL,Home,0.019689,16601,122,4726,127,True,False,False,Laborers,2,2,5,16.0,True,True,0.387276,0.6765859,0.22761291,True,1.0,0
19350.0,True,True,True,True,1,90000.0,3515.85,Alone,Commercial,1.0,M,False,CL,Shared,0.025164,12011,4853,2610,2842,True,False,False,Laborers,3,2,1,10.0,True,True,0.5019873,0.5677064,0.37910047,True,0.0,0
54000.0,False,False,False,True,1,215640.0,5701.5,Kids,Commercial,2.0,M,False,CL,Home,0.04622,17900,1824,2235,1451,True,False,False,Accountants,3,1,6,11.0,True,True,0.76779145,0.7364054,0.23922628,True,1.0,0
24750.0,False,False,True,True,0,100692.0,5154.3,Alone,Service,2.0,S,False,CL,Family,0.016612,9910,475,4761,2585,True,False,False,Laborers,1,2,4,12.0,True,True,0.110123396,0.386286,0.44183582,True,6.0,0
22500.0,True,False,False,True,0,107820.0,3491.1,Alone,Service,1.0,M,False,CL,Home,0.010032,11740,4716,1290,3928,True,False,True,Laborers,2,2,6,3.0,True,True,0.32764363,0.5975703,0.4758499,True,3.0,0
20250.0,False,True,True,True,0,63448.2,2344.05,Alone,Service,2.0,M,False,CL,Home,0.022625,15220,346,1526,3814,True,False,False,Sales,2,2,3,15.0,True,True,0.69800967,0.24534956,0.6769925,True,2.0,0
24750.0,True,False,False,False,2,28899.45,2871.45,Kids,Commercial,2.0,M,False,CL,Home,0.003818,13767,4160,7681,4448,True,False,True,Accountants,4,2,6,5.0,True,True,0.6095847,0.6421137,0.62799084,True,0.0,0
19350.0,False,True,False,True,0,45000.0,2454.3,Relative,nan,1.0,M,False,CL,Home,0.032561,9962,2816,579,2644,True,True,True,Sales,2,1,2,12.0,True,True,0.12832938,0.68527514,0.3893388,True,2.0,0
18000.0,False,False,False,True,0,20250.0,997.65,Alone,Service,1.0,M,False,CL,Home,0.008019,15780,292,276,4045,True,False,False,Security,2,2,5,11.0,True,True,0.5608732,0.70003027,0.52809274,True,2.0,0
9000.0,True,True,True,True,0,100692.0,4279.05,Alone,Service,1.0,M,False,CL,Home,0.008866,14156,4050,5302,4716,True,False,False,Drivers,2,2,1,12.0,True,True,0.45992443,0.38514093,0.7623356,True,0.0,0
13500.0,False,True,True,True,0,10188.0,1020.6,Alone,Service,2.0,M,False,CL,Home,0.018029,18177,4618,5333,1687,True,False,False,Managers,2,3,3,6.0,True,True,0.35145977,0.44564155,0.62461466,True,0.0,0
15750.0,False,True,True,True,0,36000.0,2405.7,Alone,Service,1.0,S,False,CL,Home,0.019101,12956,2759,6962,4135,True,False,False,Cooking,1,2,2,12.0,True,True,0.09440835,0.7114325,0.08172559,True,7.0,1
31500.0,True,False,True,False,0,126000.0,4064.4,Alone,Service,2.0,M,False,CL,Home,0.006233,14003,318,2417,4517,True,True,True,Accountants,2,2,5,18.0,True,True,0.7632617,0.6250584,0.52629495,True,1.0,0
24750.0,False,False,True,True,1,63404.1,2290.5,Relative,Commercial,1.0,W,False,CL,Home,0.072508,14254,5102,4104,5890,True,False,True,Core,2,1,4,14.0,True,True,0.56267285,0.24614805,0.66263777,True,2.0,0
30600.0,True,False,False,True,1,92725.2,2724.3,Alone,Commercial,2.0,D,False,CL,Home,0.01885,14528,3451,8602,4704,True,False,False,Accountants,2,2,3,16.0,True,True,0.577514,0.55417305,0.37233368,True,2.0,0
26100.0,True,True,True,True,2,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.028663,18069,6389,5219,1575,True,False,False,Laborers,4,2,1,15.0,True,True,0.31076536,0.489425,0.5316861,True,1.0,0
7650.0,False,False,False,True,1,24750.0,1237.5,Alone,Govt Job,2.0,M,False,RL,Home,0.010966,13003,2680,2085,4021,True,False,False,Core,3,2,0,13.0,True,True,0.65770495,0.5824643,0.5424451,True,1.0,0
36000.0,True,False,False,False,1,39801.6,3695.85,Alone,Commercial,2.0,M,False,CL,Home,0.007274,16146,2469,2703,2703,True,False,True,Core,3,2,1,11.0,True,True,0.9037557,0.61996084,0.7091891,True,0.0,0
11250.0,True,False,True,True,0,20250.0,1012.5,Relative,Service,2.0,M,False,RL,Home,0.0105,10000,804,831,2298,True,False,False,Medicine,2,3,3,12.0,True,True,0.39151305,0.6301029,0.50107515,True,0.0,0
36000.0,True,True,True,True,0,73135.35,5791.05,Alone,Govt Job,1.0,M,False,CL,Home,0.072508,17031,10117,10895,556,True,True,True,Managers,2,1,1,11.0,True,True,0.6930811,0.6588805,0.73240334,True,2.0,0
18000.0,True,True,True,True,1,76187.25,6552.0,Alone,Commercial,2.0,M,False,CL,Home,0.007274,11217,876,5327,2453,True,False,True,Accountants,3,2,5,11.0,True,True,0.76412785,0.7769442,0.6006575,True,9.0,0
36000.0,True,False,False,True,1,197107.2,6864.3,Relative,Commercial,2.0,M,False,CL,Home,0.009175,10661,214,1598,3293,True,False,False,High skill tech,3,2,5,17.0,True,True,0.5909287,0.6581675,0.071532674,True,1.0,0
20250.0,False,False,True,True,0,49500.0,1777.95,Alone,Commercial,1.0,M,False,CL,Home,0.00733,12688,1487,6688,2911,True,False,False,Sales,2,2,1,11.0,True,True,0.24427105,0.7067911,0.563835,True,4.0,0
45000.0,True,False,False,False,1,90000.0,4595.4,Alone,Govt Job,1.0,S,False,CL,Home,0.010006,16798,8246,2373,358,True,False,True,Medicine,2,2,2,14.0,True,True,0.46940774,0.44989702,0.2032521,True,0.0,0
18000.0,True,False,False,True,0,33750.0,1687.5,Alone,Service,1.0,M,False,RL,Home,0.020246,17332,1823,5181,762,True,False,False,Drivers,2,3,3,12.0,True,True,0.6858022,0.559941,0.34741822,True,4.0,0
11250.0,False,False,False,True,1,53691.75,3431.25,Alone,Commercial,1.0,M,False,CL,Home,0.02461,9346,785,5817,2018,True,True,True,Laborers,3,2,5,9.0,True,True,0.16385531,0.69977766,0.31859553,True,1.0,0
20250.0,True,False,False,True,0,51750.0,2192.4,Alone,Service,2.0,S,False,CL,Home,0.028663,8714,1442,2194,1390,True,True,False,Laborers,1,2,6,11.0,True,True,0.22113536,0.011713631,0.17665258,True,2.0,0
9000.0,False,False,False,True,0,18000.0,900.0,Alone,Service,2.0,M,False,RL,Home,0.006671,10163,417,336,2778,True,False,False,Laborers,2,2,4,13.0,True,True,0.15563443,0.5354226,0.832785,True,2.0,0
13500.0,True,False,True,False,0,30146.4,1857.15,Alone,Service,2.0,S,False,CL,Home,0.016612,12742,582,1191,4585,True,False,False,Sales,1,2,1,15.0,True,True,0.6433702,0.52048033,0.75440615,True,3.0,0
22500.0,False,True,False,True,0,112950.0,3315.6,Alone,Service,1.0,M,False,CL,Office,0.006207,10747,857,2638,2688,True,True,True,Laborers,2,2,1,10.0,True,True,0.22217238,0.48181063,0.37233368,True,1.0,0
22500.0,True,False,False,False,0,43603.2,3444.75,Alone,Service,1.0,S,False,CL,Home,0.014464,13611,660,7659,4741,True,True,False,Drivers,1,2,0,11.0,True,True,0.44577438,0.6071394,0.5549468,True,0.0,0
18000.0,False,True,False,True,0,33192.0,1813.5,Alone,Commercial,1.0,D,False,CL,Home,0.007305,12494,978,371,753,True,False,False,Laborers,1,3,1,14.0,True,True,0.20200104,0.2725645,0.47764915,True,4.0,0
18000.0,False,False,True,True,1,110217.15,4383.9,Relative,Service,2.0,M,False,CL,Home,0.020246,16059,1704,4977,4977,True,False,False,High skill tech,3,3,4,13.0,True,True,0.80447906,0.06670326,0.2580842,True,4.0,0
22500.0,True,False,True,True,1,157500.0,4167.9,Alone,Govt Job,1.0,M,False,CL,Home,0.010006,15552,2189,4882,3446,True,False,False,Core,3,2,6,15.0,True,True,0.69335365,0.6739534,0.59892625,True,1.0,1
12600.0,False,False,False,False,0,104614.2,3071.7,Alone,Commercial,1.0,W,False,CL,Home,0.003122,18901,5189,9935,2445,True,False,True,Security,1,3,4,17.0,True,True,0.669647,0.753465,0.63303167,True,3.0,0
40500.0,True,False,False,True,0,25470.0,2742.75,Alone,Govt Job,2.0,S,False,CL,Home,0.04622,8148,757,4138,652,True,False,False,Realty agents,1,1,5,9.0,True,True,0.28098425,0.6149455,0.4294237,True,1.0,0
11700.0,True,False,True,True,2,65160.0,3547.8,Alone,Service,1.0,M,False,CL,Home,0.031329,14046,116,8076,4661,True,False,True,Laborers,4,2,1,8.0,True,True,0.17814863,0.4191836,0.78260785,True,0.0,0
11250.0,False,False,False,True,0,90000.0,3826.35,Relative,Commercial,1.0,M,False,CL,Municipal,0.026392,16500,3644,763,13,True,False,True,Sales,2,2,3,12.0,True,True,0.36402044,0.70400083,0.77640986,True,1.0,0
22380.75,True,True,False,False,0,48564.0,3199.95,Alone,Commercial,2.0,S,False,CL,Family,0.072508,9399,1383,4197,2083,True,True,False,Managers,1,1,4,10.0,True,True,0.26401666,0.526377,0.2636468,True,0.0,0
11250.0,False,False,True,True,0,13500.0,675.0,Alone,Service,1.0,S,False,RL,Home,0.031329,9042,338,1649,1649,True,False,True,Laborers,1,2,2,13.0,True,True,0.26688814,0.72923845,0.32331124,True,4.0,0
11250.0,False,False,False,False,0,53170.65,1922.85,Alone,Service,1.0,M,False,CL,Home,0.035792,13444,442,6252,5173,True,False,False,Sales,2,2,3,13.0,True,True,0.27204219,0.73651576,0.46865967,True,0.0,0
24750.0,False,False,False,True,0,58500.0,1886.85,Alone,Commercial,2.0,M,False,CL,Home,0.018029,15223,1983,9306,4252,True,False,False,Managers,2,3,2,10.0,True,True,0.8338448,0.5286825,0.53707,True,2.0,0
31500.0,True,False,False,True,1,38250.0,1912.5,Alone,Commercial,2.0,M,False,RL,Home,0.006629,13876,1196,7512,302,True,True,False,Core,3,2,3,10.0,True,True,0.7197501,0.43696678,0.24853556,True,1.0,0
20250.0,False,False,False,True,0,67500.0,4429.8,Alone,Commercial,2.0,M,False,CL,Home,0.072508,8918,1415,8848,1594,True,True,True,Managers,2,1,2,16.0,True,True,0.5554386,0.73202294,0.38591468,True,3.0,0
9000.0,False,False,False,False,1,33750.0,903.15,Alone,Commercial,2.0,M,False,CL,Home,0.018209,12105,995,2720,879,True,False,True,Laborers,3,3,1,11.0,True,True,0.62394565,0.50228155,0.48124933,True,0.0,0
13500.0,False,False,False,True,0,38250.0,1912.5,Alone,Commercial,1.0,M,False,RL,Home,0.072508,17232,1467,7786,770,True,False,True,Core,2,1,4,13.0,True,True,0.86101264,0.7314391,0.7517237,True,1.0,0
38250.0,False,True,False,False,0,197107.2,5989.05,Alone,Commercial,2.0,S,False,CL,Home,0.04622,8178,1076,2981,850,True,False,False,Managers,1,1,5,12.0,True,True,0.56470126,0.5299846,0.7032033,True,1.0,0
63000.0,True,True,False,False,1,176211.0,4648.05,Alone,Commercial,2.0,M,False,CL,Home,0.04622,15078,633,3966,3490,True,False,False,Drivers,3,1,5,15.0,True,True,0.7888135,0.54386455,0.3062023,True,1.0,0
24750.0,False,True,True,True,1,62553.6,2259.9,Alone,Service,1.0,S,False,CL,Home,0.030755,16662,260,8503,169,True,False,False,Laborers,2,2,3,16.0,True,True,0.30791554,0.52056223,0.54423475,True,1.0,0
22500.0,True,True,False,False,0,123750.0,3618.45,Alone,Service,2.0,M,False,CL,Shared,0.031329,16195,2456,3199,4732,True,True,True,Managers,2,2,1,20.0,True,True,0.41032955,0.68213516,0.68793285,True,2.0,0
18000.0,False,False,True,True,2,164937.6,5463.9,Alone,Service,1.0,M,False,CL,Home,0.020246,13787,3082,5621,439,True,False,False,Core,4,3,3,13.0,True,True,0.5137845,0.44050997,0.52449644,True,0.0,0
20250.0,True,True,False,True,0,132365.7,8097.75,Alone,Service,2.0,S,False,CL,Municipal,0.04622,8566,515,4198,1002,True,False,False,Laborers,1,1,5,13.0,True,True,0.23194161,0.3012464,0.45074728,True,2.0,0
11250.0,False,False,True,True,0,6750.0,657.45,Alone,Govt Job,1.0,D,False,CL,Home,0.035792,15454,7109,5647,4663,True,False,False,Medicine,1,2,3,13.0,True,True,0.49157515,0.35728198,0.8083936,True,2.0,0
11250.0,False,False,False,True,0,72399.6,3496.05,Alone,Service,2.0,M,False,CL,Home,0.009549,10686,459,448,910,True,False,False,Core,2,2,2,12.0,True,True,0.5012249,0.4545339,0.32965505,True,7.0,0
31500.0,False,False,True,True,1,128835.0,4156.2,Alone,Govt Job,1.0,M,False,CL,Municipal,0.072508,16615,1658,8876,138,True,True,True,Laborers,3,1,3,17.0,True,True,0.36450967,0.7830716,0.23791608,True,1.0,0
13897.35,True,False,True,False,0,129350.25,3269.7,Alone,Govt Job,2.0,M,False,CL,Home,0.04622,17777,591,2986,1294,True,True,True,High skill tech,2,1,5,11.0,True,True,0.7102509,0.7080403,0.6956219,True,7.0,0
11250.0,True,False,True,False,0,48149.55,3351.15,Alone,Service,2.0,M,False,CL,Home,0.010032,19303,2202,4246,2802,True,True,True,Medicine,2,2,0,10.0,True,True,0.7303539,0.7131936,0.59197664,True,0.0,0
22500.0,False,False,False,False,0,125640.0,4464.45,Alone,Service,2.0,M,False,CL,Shared,0.001276,16010,1251,2694,3079,True,False,False,Accountants,2,2,3,5.0,True,True,0.9081865,0.5536003,0.22383131,True,1.0,0
13500.0,False,False,False,False,0,45000.0,2310.75,Relative,Commercial,2.0,M,False,CL,Home,0.003069,12112,2613,3407,3022,True,False,False,Laborers,2,3,4,13.0,True,True,0.5709593,0.45966205,0.56560796,True,4.0,0
31500.0,False,False,True,True,0,47957.85,2461.5,Alone,Service,1.0,S,False,CL,Home,0.020713,15910,587,8839,4598,True,False,False,Laborers,1,3,3,10.0,True,True,0.39864492,0.40189704,0.2851799,True,7.0,0
13500.0,False,False,True,False,2,45000.0,2719.35,Alone,Service,1.0,M,False,CL,Rental,0.0228,10781,1193,4762,1173,True,True,True,Waiters/barmen,4,2,3,8.0,True,True,0.81600916,0.46687734,0.5424451,True,2.0,0
11250.0,False,True,False,False,0,45000.0,2875.95,Alone,Service,2.0,S,False,CL,Family,0.035792,10649,2348,4808,986,True,True,False,Sales,1,2,4,11.0,True,True,0.51865435,0.66704494,0.5902333,True,2.0,0
20250.0,True,True,True,True,1,64117.35,2837.25,Alone,Service,1.0,D,False,CL,Home,0.010032,13639,2552,2433,3694,True,False,False,Sales,2,2,1,7.0,True,True,0.5318152,0.002059868,0.44183582,True,4.0,0
18000.0,True,False,True,False,0,43849.35,1944.45,Alone,Service,1.0,W,False,CL,Office,0.010147,16339,3511,1743,4080,True,False,False,Sales,1,2,4,12.0,True,True,0.65742624,0.5348786,0.44183582,True,1.0,0
13500.0,False,False,False,True,3,36000.0,1800.0,Alone,Service,1.0,M,False,RL,Home,0.02461,13142,5675,646,762,True,False,False,Laborers,5,2,5,14.0,True,True,0.5334743,0.78571206,0.51729655,True,6.0,0
10800.0,False,True,True,False,1,67500.0,6575.85,Alone,Service,2.0,M,False,CL,Home,0.018634,12708,2094,3282,4434,True,True,False,Accountants,3,2,3,19.0,True,True,0.69129944,0.6532456,0.4650692,True,1.0,0
10800.0,False,True,True,True,0,96664.5,4108.5,Relative,Govt Job,1.0,M,False,CL,Home,0.00963,19694,12199,12951,3177,True,False,True,Core,2,2,4,18.0,True,True,0.85004914,0.5813683,0.3825018,True,0.0,0
22500.0,False,False,True,True,2,197107.2,6851.25,Alone,Service,2.0,M,False,CL,Home,0.02461,13600,5711,53,5589,True,False,True,Core,4,2,6,17.0,True,True,0.83084244,0.75180805,0.48845518,True,1.0,0
27000.0,True,False,False,False,0,71994.6,3476.7,Alone,Commercial,1.0,M,False,CL,Home,0.01885,11495,2499,3357,3807,True,False,False,Medicine,2,2,2,16.0,True,True,0.5584574,0.5540974,0.19633396,True,6.0,0
24750.0,False,True,False,True,1,64076.4,2079.9,Alone,Service,1.0,M,False,CL,Home,0.035792,12203,1296,66,4282,True,False,False,Drivers,3,2,1,10.0,True,True,0.25279903,0.51198304,0.33445412,True,1.0,0
13500.0,False,True,False,True,0,19800.0,2041.65,Alone,Service,1.0,M,False,CL,Rental,0.028663,19901,4271,6953,2599,True,False,False,Sales,2,2,3,14.0,True,True,0.3920333,0.52926546,0.5100895,True,4.0,0
20250.0,False,False,True,True,1,54000.0,2105.55,Partner,Service,1.0,M,False,CL,Home,0.018209,12334,2582,10632,930,True,False,False,Laborers,3,3,3,11.0,True,True,0.4430549,0.7174329,0.5495965,True,2.0,0
11250.0,False,False,True,True,0,52128.0,2827.8,Relative,Commercial,1.0,M,False,CL,Home,0.04622,10775,1365,4689,575,True,True,False,High skill tech,2,1,2,13.0,True,True,0.26215044,0.61010844,0.32806316,True,0.0,1
9000.0,True,False,True,False,0,45000.0,2441.25,Alone,Commercial,1.0,S,False,CL,Home,0.010276,10853,249,445,3441,True,False,True,Laborers,1,2,5,15.0,True,True,0.12121104,0.6252788,0.19070596,True,1.0,0
22500.0,False,False,True,True,0,26955.0,1376.1,Alone,Service,1.0,M,False,CL,Home,0.010006,12403,1601,781,1323,True,False,False,Sales,2,1,0,21.0,True,True,0.24250977,0.28589788,0.6785677,True,3.0,0
15750.0,False,False,False,False,1,28350.0,2874.15,Alone,Commercial,2.0,M,False,CL,Home,0.026392,11041,4187,4731,2259,True,False,False,High skill tech,3,2,1,15.0,True,True,0.55462646,0.6379977,0.66263777,True,1.0,0
13500.0,False,False,False,True,1,107820.0,3165.3,Relative,Service,1.0,M,False,CL,Home,0.008625,11901,2077,3311,3377,True,False,False,Laborers,3,2,5,15.0,True,True,0.41267356,0.5769926,0.044130314,True,2.0,0
16335.0,False,False,True,False,0,79755.75,2648.7,Alone,Service,1.0,M,False,CL,Home,0.018029,18769,2422,2993,2317,True,False,False,Accountants,2,3,2,4.0,True,True,0.675665,0.47508258,0.70018387,True,1.0,0
12600.0,False,False,False,False,0,35086.05,1804.5,Kids,Commercial,2.0,S,False,CL,Home,0.01885,14425,5895,4668,5026,True,False,True,Accountants,1,2,2,13.0,True,True,0.7591064,0.52960324,0.6195277,True,1.0,0
20250.0,True,True,False,False,1,135000.0,3960.45,Alone,Service,1.0,M,False,CL,Home,0.018801,12010,639,1383,4514,True,True,False,Sales,3,2,4,8.0,True,True,0.31055334,0.61362946,0.27500036,True,1.0,0
11250.0,False,False,True,True,0,125640.0,3686.4,Alone,Commercial,2.0,M,False,CL,Home,0.018029,17710,927,9859,1268,True,True,True,Core,2,3,5,11.0,True,True,0.80327916,0.5416178,0.47045612,True,1.0,0
20250.0,True,False,True,True,1,89107.2,3642.3,Relative,Commercial,2.0,M,False,CL,Home,0.007274,8814,818,3650,1443,True,False,False,Drivers,3,2,5,13.0,True,True,0.31020898,0.669464,0.5190973,True,7.0,0
18900.0,False,True,True,True,0,33750.0,1687.5,Alone,Service,2.0,S,False,RL,Home,0.020246,19202,10228,12835,2395,True,False,False,Core,1,3,6,9.0,True,True,0.8254496,0.49985975,0.07698447,True,8.0,0
13500.0,False,False,True,False,1,36000.0,2418.75,Alone,Service,1.0,S,False,CL,Home,0.026392,15673,496,723,4606,True,False,False,Laborers,2,2,5,15.0,True,True,0.55290085,0.63346034,0.2707074,True,0.0,0
18900.0,False,False,False,True,0,33192.0,1419.3,Kids,Service,1.0,D,False,CL,Home,0.00712,14904,1402,9038,4761,True,False,False,Drivers,1,2,5,13.0,True,True,0.2978488,0.57809705,0.6212263,True,0.0,1
27000.0,True,False,False,False,2,134550.0,4459.5,Alone,Commercial,2.0,M,False,CL,Home,0.035792,14376,2436,8400,4804,True,False,False,Accountants,4,2,5,15.0,True,True,0.8618789,0.74203295,0.58674,True,1.0,0
18000.0,True,True,False,True,0,79417.35,3833.55,Alone,Commercial,1.0,S,False,CL,Home,0.01885,8575,1419,6891,1260,True,False,False,Laborers,1,2,5,12.0,True,True,0.17236501,0.13190325,0.31547216,True,1.0,1
24750.0,False,False,True,True,0,57340.8,2442.15,Alone,Service,1.0,W,False,CL,Home,0.04622,22562,2698,14595,4998,True,False,True,Laborers,1,1,2,11.0,True,True,0.6381512,0.72399986,0.73240334,True,4.0,0
22500.0,True,False,False,True,0,54000.0,2700.0,Alone,Commercial,2.0,M,False,RL,Home,0.072508,18554,621,8819,2075,True,False,False,Drivers,2,1,4,17.0,True,True,0.33318195,0.76527476,0.3944954,True,4.0,0
11250.0,True,False,True,False,1,90000.0,2592.45,Alone,Commercial,2.0,M,False,CL,Shared,0.01452,10681,2165,938,3345,True,False,False,Core,3,2,5,9.0,True,True,0.29468077,0.6114185,0.48845518,True,0.0,0
10800.0,False,False,True,False,1,7641.0,823.5,Alone,Service,2.0,M,False,CL,Shared,0.011703,10708,867,10708,3208,True,False,True,Laborers,3,2,6,10.0,True,True,0.30600873,0.50809765,0.41184855,True,1.0,0
13500.0,False,True,True,True,0,18000.0,900.0,Alone,nan,1.0,M,False,RL,Home,0.028663,10642,1929,669,3319,True,False,False,Sales,2,2,6,12.0,True,True,0.32799032,0.44523102,0.3893388,True,0.0,1
22500.0,True,True,True,False,3,139141.8,4081.5,Alone,Commercial,1.0,M,False,CL,Home,0.04622,15332,2873,527,4308,True,False,False,Managers,5,1,6,11.0,True,True,0.689495,0.63072956,0.5513813,True,0.0,0
36000.0,True,False,True,True,0,25470.0,2025.0,Alone,Service,1.0,M,False,CL,Home,0.018801,18831,1342,8691,2067,True,False,False,Drivers,2,2,1,10.0,True,True,0.7914125,0.44598734,0.4614824,True,1.0,0
15750.0,True,False,True,True,1,11250.0,1194.3,Relative,Service,2.0,M,False,CL,Home,0.022625,10699,176,1731,1509,True,True,True,Laborers,3,2,0,10.0,True,True,0.5951825,0.73491275,0.37740424,True,7.0,0
11250.0,False,False,True,False,0,29628.0,1525.5,Alone,Service,2.0,M,False,CL,Home,0.009175,11354,2397,5229,3505,True,True,False,Drivers,2,2,3,16.0,True,True,0.6179141,0.7259227,0.17982176,True,0.0,0
23850.0,True,False,False,True,0,119034.0,6354.9,Alone,Commercial,2.0,M,False,CL,Home,0.006008,11866,4197,5595,3502,True,False,True,Medicine,2,2,1,11.0,True,True,0.63896316,0.7092097,0.3376727,True,3.0,0
24750.0,True,True,True,False,1,45000.0,2201.85,Alone,Service,1.0,M,False,CL,Family,0.026392,10041,348,4419,2416,True,False,False,Managers,3,2,5,20.0,True,True,0.2259297,0.6279648,0.508287,True,1.0,0
11250.0,True,False,True,True,0,33192.0,1707.75,Others,Service,0.0,S,False,CL,Home,0.010643,8901,874,4706,713,True,False,False,Laborers,1,2,3,16.0,True,True,0.06184991,0.0767379,0.5064842,True,4.0,0
11250.0,True,True,True,False,2,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.006671,10899,399,4967,2335,True,False,False,Sales,4,2,0,18.0,True,True,0.5266265,0.5078845,0.6894792,True,1.0,0
18000.0,False,False,True,True,1,104472.45,3765.6,Relative,Service,2.0,M,False,CL,Home,0.020713,11418,3351,5597,2717,True,False,False,Accountants,3,2,6,11.0,True,True,0.17583866,0.45739803,0.39621958,True,2.0,0
5850.0,False,False,True,True,0,12735.0,1363.95,Alone,Service,2.0,M,False,CL,Home,0.031329,8464,1593,6389,322,True,False,False,High skill tech,2,2,1,13.0,True,True,0.2701801,0.5367822,0.5190973,True,0.0,0
18000.0,False,True,True,True,0,27000.0,1350.0,Alone,Service,1.0,S,False,RL,Home,0.008474,10840,1960,3902,3483,True,True,True,Sales,1,2,6,12.0,True,True,0.15914173,0.41992918,0.04599224,True,5.0,0
22500.0,True,False,False,False,0,30564.0,3291.3,Alone,Commercial,1.0,M,False,CL,Rental,0.00963,14720,2607,7585,5142,True,False,False,Laborers,2,2,2,10.0,True,True,0.19353555,0.69423133,0.5884878,True,2.0,0
40500.0,True,False,False,True,0,23978.7,2530.8,Relative,Govt Job,1.0,M,False,CL,Home,0.009334,15937,4638,2825,4681,True,False,True,Core,2,2,1,11.0,True,True,0.31216815,0.6573503,0.66263777,True,2.0,0
22500.0,True,False,True,True,0,59256.0,3593.7,Alone,Service,1.0,M,False,CL,Home,0.010643,14067,2523,6874,5662,True,False,False,Sales,2,2,2,18.0,True,True,0.49690902,0.274398,0.36394525,True,4.0,0
24750.0,False,True,False,True,0,181245.6,4997.25,Relative,Service,1.0,M,False,CL,Home,0.006305,13100,1518,1863,4496,True,False,False,High skill tech,2,3,6,6.0,True,True,0.60934484,0.69387376,0.8128226,True,4.0,0
9900.0,False,True,False,True,0,62241.3,3389.4,Partner,Service,1.0,M,False,CL,Home,0.022625,13545,1062,7644,2721,True,False,False,Sales,2,2,3,14.0,True,True,0.31362578,0.7239824,0.6313545,True,5.0,0
27000.0,False,True,False,False,0,168726.6,6439.5,Alone,Service,1.0,M,False,CL,Home,0.010006,18732,6790,2580,2183,True,True,True,Medicine,2,2,2,9.0,True,True,0.8394677,0.6789595,0.78260785,True,1.0,0
9000.0,False,False,True,False,0,59256.0,3115.35,Alone,Service,2.0,M,False,CL,Home,0.00496,12406,1497,2795,3751,True,False,False,Managers,2,2,4,14.0,True,True,0.62672913,0.56869364,0.30927536,True,2.0,0
9000.0,True,False,True,True,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.011657,14243,7523,8359,4180,True,False,False,Cooking,3,1,2,12.0,True,True,0.06987314,0.72062254,0.52809274,True,2.0,0
26100.0,True,True,False,True,0,53100.0,2118.6,Alone,Service,2.0,D,False,CL,Home,0.028663,13375,3722,7270,4761,True,False,False,Laborers,1,2,5,11.0,True,True,0.40905544,0.66964304,0.2636468,True,6.0,0
18000.0,False,False,True,True,1,53691.75,3297.6,Alone,Commercial,1.0,M,False,CL,Home,0.011657,9056,1694,9056,304,True,False,False,Managers,3,1,6,14.0,True,True,0.21263555,0.6433138,0.37233368,True,0.0,0
9900.0,False,False,False,False,0,35807.4,1590.3,Alone,Service,1.0,D,False,CL,Home,0.025164,22302,2123,7103,4569,True,False,False,Laborers,1,2,3,14.0,True,True,0.8158485,0.012918762,0.47045612,True,2.0,0
20250.0,False,False,True,True,0,94230.0,2754.9,Alone,Service,1.0,M,False,CL,Home,0.018801,11501,3705,1100,495,True,False,False,Medicine,2,2,2,12.0,True,True,0.581301,0.62143844,0.5620605,True,0.0,0
15750.0,True,True,True,True,1,67500.0,2986.2,Alone,Govt Job,1.0,M,False,CL,Home,0.0228,15680,6020,1586,5143,True,False,False,Core,3,2,2,11.0,True,True,0.82849526,0.69256234,0.32489124,True,0.0,0
13500.0,False,True,False,True,0,53420.4,2982.6,Alone,Commercial,1.0,M,False,CL,Home,0.032561,18462,2537,90,2009,True,False,False,Laborers,2,1,2,14.0,True,True,0.7143195,0.6954415,0.6041126,True,2.0,0
36000.0,True,False,True,True,0,80865.0,2621.7,Alone,nan,1.0,S,False,CL,Home,0.007305,19652,1558,8451,2311,True,False,False,Managers,1,3,4,12.0,True,True,0.57925785,0.6083905,0.7992968,True,0.0,0
15750.0,False,True,True,True,1,29628.0,1438.2,Alone,Commercial,1.0,S,False,CL,Home,0.032561,12204,289,2579,4198,True,False,False,Private service,2,1,4,11.0,True,True,0.47991258,0.6645634,0.5884878,True,3.0,0
22500.0,False,False,True,True,2,72846.0,4080.6,Alone,Service,1.0,M,False,CL,Home,0.00702,13908,2505,2827,5390,True,False,False,High skill tech,4,2,4,12.0,True,True,0.40449074,0.79004997,0.7688076,True,0.0,0
29250.0,False,True,True,True,1,128835.0,3780.0,Alone,Govt Job,1.0,M,False,CL,Home,0.018801,16306,4599,9104,4429,True,False,False,Drivers,3,2,2,12.0,True,True,0.4760021,0.49367157,0.74079907,True,1.0,0
18000.0,False,False,True,True,1,157947.75,5503.05,Alone,Govt Job,2.0,M,False,CL,Home,0.003818,15051,579,3222,3746,True,False,False,Medicine,3,2,5,9.0,True,True,0.51302266,0.50731605,0.25946766,True,6.0,0
22500.0,False,False,False,True,2,157500.0,4331.25,Alone,Commercial,1.0,D,False,CL,Home,0.072508,13148,1246,7245,5482,True,False,True,Managers,3,1,5,15.0,True,True,0.6676297,0.7496227,0.56737924,True,4.0,0
22500.0,False,True,True,True,1,37314.0,2493.45,Alone,Service,1.0,M,False,CL,Home,0.020246,10591,2503,484,2219,True,True,True,Laborers,3,3,3,10.0,True,True,0.20261158,0.74263525,0.48124933,True,2.0,0
22500.0,False,True,True,True,0,90689.4,4007.7,Alone,Commercial,2.0,M,False,CL,Home,0.025164,19403,810,12632,2939,True,False,False,Sales,2,2,0,10.0,True,True,0.50023264,0.62385327,0.6894792,True,3.0,0
11880.0,False,False,True,True,2,25470.0,2715.3,Relative,Service,1.0,M,False,CL,Home,0.010032,12778,2618,6885,3603,True,False,False,Laborers,4,2,0,7.0,True,True,0.4350349,0.5925804,0.67065173,True,3.0,0
13500.0,True,False,True,True,0,20376.0,2311.65,Alone,Service,1.0,S,False,CL,Home,0.011657,14328,1302,7132,4292,True,False,False,Security,1,1,3,11.0,True,True,0.29507408,0.6906173,0.5118918,True,1.0,0
11250.0,False,True,True,True,2,41967.9,2804.4,Relative,Service,1.0,M,False,CL,Family,0.006852,10015,1528,4793,2675,True,False,False,Laborers,4,3,6,6.0,True,True,0.2019583,0.010112814,0.6512602,True,1.0,0
22500.0,False,False,False,True,0,49182.3,2984.85,Alone,Govt Job,2.0,S,False,CL,Home,0.032561,16113,1283,4996,4569,True,False,False,Core,1,1,3,16.0,True,True,0.72910213,0.7434202,0.6463299,True,3.0,0
40500.0,True,False,False,True,0,67500.0,3375.0,Alone,Commercial,2.0,M,False,RL,Home,0.0228,11211,273,4210,1236,True,False,False,Laborers,2,2,6,10.0,True,True,0.37368158,0.5393585,0.05384435,True,0.0,1
27000.0,False,True,True,False,2,225000.0,5948.55,Relative,Govt Job,1.0,M,False,CL,Home,0.006852,14320,6943,3219,4192,True,False,False,Core,4,3,1,10.0,True,True,0.2742552,0.2740455,0.6848277,True,5.0,0
9000.0,False,False,False,True,1,75519.0,2811.6,Relative,Service,1.0,M,False,CL,Home,0.008068,19921,2000,1974,3449,True,False,False,Medicine,3,3,1,4.0,True,True,0.62903607,0.27373236,0.5797274,True,3.0,0
16425.0,False,False,False,True,1,67500.0,2583.9,Alone,Commercial,1.0,M,False,CL,Home,0.018801,11536,3599,924,3298,True,True,True,Managers,3,2,1,11.0,True,True,0.2690678,0.5095678,0.7223929,True,1.0,0
11250.0,False,True,True,False,0,53550.0,1980.45,Alone,Service,1.0,M,False,CL,Home,0.007114,15996,1097,8810,3937,True,True,True,Managers,2,2,6,11.0,True,True,0.67067474,0.26205534,0.38591468,True,1.0,0
13500.0,True,False,True,True,0,27012.6,1645.2,Partner,Service,1.0,M,False,CL,Home,0.025164,19761,4151,4457,3315,True,True,False,Laborers,2,2,1,10.0,True,True,0.3903197,0.16048485,0.6058363,True,7.0,1
15750.0,False,True,False,True,0,58500.0,2576.7,Alone,Service,1.0,M,False,CL,Home,0.010276,15572,3149,8619,3121,True,False,False,Sales,2,2,5,9.0,True,True,0.2892083,0.3269299,0.2664568,True,4.0,0
39150.0,True,True,True,True,1,83538.0,4032.0,Kids,Service,2.0,M,False,CL,Home,0.014464,13342,523,235,4825,True,False,False,Accountants,3,2,5,6.0,True,True,0.54037976,0.6827702,0.6463299,True,3.0,0
20250.0,False,False,True,False,0,45000.0,1906.65,Alone,Govt Job,1.0,D,False,CL,Home,0.04622,15718,1997,7487,4314,True,False,True,Medicine,1,1,1,10.0,True,True,0.7752824,0.734094,0.6127042,True,1.0,0
15750.0,True,False,False,True,1,36035.1,4289.4,Alone,Service,1.0,M,False,CL,Home,0.018029,11470,943,4033,561,True,False,True,Sales,3,3,4,11.0,True,True,0.37269527,0.19183418,0.18088798,True,2.0,1
22500.0,False,False,False,True,0,76855.05,3574.35,Alone,Service,2.0,M,False,CL,Home,0.019101,19248,923,10199,2761,True,False,False,Sales,2,2,2,12.0,True,True,0.5939935,0.6543197,0.7267112,True,0.0,0
11250.0,True,False,False,True,0,49752.0,2588.85,Alone,Service,1.0,M,False,CL,Home,0.022625,14484,2926,5737,4543,True,False,False,Laborers,2,2,2,10.0,True,True,0.39304718,0.58804286,0.54423475,True,1.0,0
31500.0,False,True,True,True,0,76500.0,3825.0,Alone,Commercial,2.0,M,False,RL,Family,0.032561,14922,248,3287,238,True,False,False,Sales,2,1,5,18.0,True,True,0.7913862,0.57993597,0.41359675,True,7.0,0
13500.0,False,True,True,True,0,27000.0,1350.0,Alone,Service,2.0,S,False,RL,Home,0.026392,10322,812,4635,1252,True,False,False,High skill tech,1,2,5,18.0,True,True,0.42823872,0.67165715,0.6496203,True,1.0,0
33750.0,True,True,False,True,1,176211.0,4661.1,Alone,Commercial,2.0,M,False,CL,Home,0.022625,15433,1746,8291,4483,True,False,False,High skill tech,3,2,1,16.0,True,True,0.50913084,0.50462127,0.44183582,True,7.0,0
15750.0,True,False,True,False,0,146761.2,5589.9,Alone,Commercial,2.0,M,False,CL,Home,0.04622,17948,968,7357,1502,True,True,True,Managers,2,1,1,11.0,True,True,0.70322335,0.6539289,0.5388627,True,5.0,0
13500.0,False,False,True,True,2,51856.2,2826.0,Alone,Govt Job,1.0,M,False,CL,Home,0.031329,12576,4382,12482,5083,True,False,False,Medicine,4,2,6,14.0,True,True,0.5578709,0.7108665,0.23143935,True,3.0,1
40500.0,True,False,True,False,0,23985.0,2846.25,Relative,Commercial,2.0,M,False,CL,Home,0.04622,13980,3981,4312,4344,True,False,False,Realty agents,2,1,1,19.0,True,True,0.7112486,0.4342518,0.14464815,True,1.0,0
11250.0,False,False,False,True,1,56250.0,2192.4,Alone,Commercial,2.0,M,False,CL,Home,0.025164,11239,3011,926,1967,True,True,True,Sales,3,2,3,11.0,True,True,0.29255223,0.1621921,0.4632753,True,2.0,0
34110.0,True,False,True,True,0,67500.0,5346.0,Alone,Service,2.0,S,False,CL,Home,0.026392,9362,558,550,2056,True,False,False,Core,1,2,2,13.0,True,True,0.6291577,0.7501969,0.31236538,True,2.0,0
11250.0,True,True,True,False,0,18000.0,900.0,Alone,Service,1.0,S,False,RL,Home,0.020713,9830,1354,3674,2492,True,False,False,Realty agents,1,3,1,8.0,True,True,0.19563851,0.69629306,0.5226973,True,3.0,0
13500.0,False,False,True,False,0,112500.0,3016.8,Alone,Service,2.0,W,False,CL,Home,0.011657,17016,7237,692,554,True,True,True,Core,1,1,6,9.0,True,True,0.7564862,0.7829192,0.38079968,True,1.0,1
20250.0,True,False,True,True,0,52128.0,3526.2,Alone,Service,2.0,M,False,CL,Home,0.025164,12762,560,6873,4347,True,True,False,Core,2,2,3,14.0,True,True,0.18602276,0.5674488,0.2009261,True,1.0,0
11250.0,False,False,False,True,2,90000.0,2631.6,Alone,Service,2.0,M,False,CL,Home,0.031329,11782,124,741,2806,True,False,False,Core,4,2,3,17.0,True,True,0.6480314,0.52552646,0.51369375,True,1.0,0
20250.0,False,False,True,True,0,78192.0,4254.75,Relative,Service,2.0,M,False,CL,Home,0.003818,15188,3222,4071,5255,True,False,False,Accountants,2,2,1,9.0,True,True,0.5064288,0.7289447,0.7738957,True,1.0,0
9000.0,True,False,False,False,1,22500.0,1291.5,Relative,Commercial,2.0,M,False,CL,Home,0.035792,12103,346,5839,1967,True,True,False,Core,3,2,2,11.0,True,True,0.10021248,0.3585685,0.61782616,True,0.0,0
18000.0,False,False,True,False,0,72979.2,3726.0,Alone,Service,1.0,D,False,CL,Home,0.022625,13998,2678,1061,4808,True,True,False,Private service,1,2,5,18.0,True,True,0.78674453,0.2931033,0.34252888,True,0.0,0
15750.0,True,True,True,True,2,27681.3,2919.6,Alone,Service,0.0,M,False,CL,Home,0.018029,16019,218,420,4467,True,False,False,Drivers,4,3,2,6.0,True,True,0.43653673,0.5662407,0.7267112,True,4.0,0
27000.0,True,False,True,False,0,90000.0,2631.6,Relative,Commercial,2.0,M,False,CL,Home,0.0105,15310,227,4824,4824,True,False,True,Core,2,3,1,15.0,True,True,0.50281376,0.48792785,0.37233368,True,0.0,0
15750.0,True,False,False,False,0,15638.4,1855.8,Alone,Commercial,2.0,S,False,CL,Home,0.026392,11161,1155,519,703,True,True,True,Private service,1,2,3,17.0,True,True,0.25248858,0.6680059,0.45432106,True,0.0,1
11250.0,False,True,False,True,1,43603.2,2799.45,Relative,Service,1.0,M,False,CL,Home,0.009549,9103,1769,5906,1593,True,False,False,Sales,3,2,2,13.0,True,True,0.24992137,0.52489936,0.2539628,True,2.0,0
22500.0,True,False,True,True,0,75519.0,3632.85,Alone,Commercial,1.0,M,False,CL,Home,0.006233,16832,1246,3636,340,True,False,False,Sales,2,2,1,16.0,True,True,0.6218215,0.6064768,0.3996756,True,2.0,0
16749.0,False,True,False,True,0,13500.0,1321.65,Alone,Commercial,2.0,M,False,CL,Home,0.010032,10770,1522,3284,1358,True,True,False,HR,2,2,5,7.0,True,True,0.72012264,0.63314044,0.4311918,True,3.0,0
13500.0,True,True,True,False,4,10782.0,779.85,Alone,Govt Job,1.0,M,False,CL,Office,0.019689,16230,7368,2933,917,True,False,False,Core,6,2,5,11.0,True,True,0.4351218,0.6596517,0.5549468,True,1.0,0
20250.0,True,True,True,False,0,13500.0,1335.15,Alone,Service,1.0,M,False,CL,Family,0.01885,14514,3373,8588,4433,True,False,True,Laborers,2,2,3,14.0,True,True,0.45693758,0.76182425,0.6690567,True,5.0,0
22500.0,True,True,True,True,0,68850.0,2012.85,Others,Service,2.0,M,False,CL,Home,0.015221,19926,10271,4991,3464,True,True,True,High skill tech,2,2,3,12.0,True,True,0.7638027,0.6035347,0.52809274,True,4.0,0
18000.0,True,False,False,True,2,125640.0,3686.4,Alone,Service,1.0,M,False,CL,Home,0.020246,16673,636,4292,226,True,False,True,Sales,4,3,4,11.0,True,True,0.6919649,0.43737033,0.0588259,True,2.0,0
24750.0,False,False,False,True,0,67500.0,3459.6,Alone,Commercial,2.0,M,False,CL,Home,0.031329,14470,1273,1416,192,True,False,False,Managers,2,2,4,9.0,True,True,0.13481554,0.60584515,0.5316861,True,2.0,0
18000.0,False,False,False,True,0,58761.9,2290.05,Alone,Commercial,1.0,D,False,CL,Home,0.014464,18353,4732,1572,1693,True,False,False,Private service,1,2,1,6.0,True,True,0.6336487,0.6403479,0.5460232,True,1.0,0
11250.0,False,True,False,False,0,22413.6,1770.75,Alone,Service,1.0,S,False,CL,Home,0.02461,14990,2484,8819,4115,True,True,False,Accountants,1,2,2,18.0,True,True,0.4525979,0.41396993,0.48845518,True,1.0,0
9900.0,False,False,False,False,0,45450.0,1925.55,Alone,Commercial,0.0,M,False,CL,Municipal,0.072508,10279,633,4382,2860,True,True,True,Laborers,2,1,1,19.0,True,True,0.367225,0.6992261,0.61782616,True,3.0,0
31500.0,False,False,True,True,0,79083.0,5297.85,Alone,Service,1.0,M,False,CL,Home,0.006629,10744,3420,879,3433,True,False,False,Laborers,2,2,1,7.0,True,True,0.2224169,0.6051034,0.8599242,True,0.0,0
12600.0,False,False,True,True,2,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.018029,12626,3655,3207,1672,True,True,True,Cleaning,4,2,4,7.0,True,True,0.8124567,0.5382228,0.24451639,True,1.0,0
36000.0,True,True,False,False,0,102474.0,5232.15,Alone,Service,1.0,M,False,CL,Home,0.014464,12324,662,6437,1830,True,False,False,High skill tech,2,2,4,13.0,True,True,0.36062613,0.5027025,0.4382814,True,1.0,0
6750.0,False,True,True,True,1,20250.0,1012.5,Alone,Govt Job,1.0,M,False,RL,Home,0.035792,14272,1854,501,6063,True,False,False,Medicine,3,2,6,10.0,True,True,0.76227,0.6862365,0.37910047,True,1.0,0
33750.0,True,False,False,False,1,58276.8,3117.6,Alone,Govt Job,1.0,W,False,CL,Municipal,0.072508,16588,3268,11089,146,True,False,True,Cleaning,2,1,3,16.0,True,True,0.816289,0.7257443,0.7662337,True,2.0,0
16200.0,True,False,True,True,0,45000.0,1906.65,Alone,Govt Job,2.0,M,False,CL,Home,0.026392,23289,1682,12092,4840,True,False,True,Core,2,2,5,14.0,True,True,0.9313466,0.701667,0.7862666,True,0.0,0
31500.0,True,False,False,True,2,197107.2,6851.25,Alone,Govt Job,2.0,M,False,CL,Home,0.006629,11993,2097,921,2866,True,True,True,Managers,4,2,0,5.0,True,True,0.45515046,0.61144966,0.41534716,True,0.0,0
18000.0,False,False,True,False,0,45000.0,3568.5,Alone,Service,1.0,D,False,CL,Municipal,0.04622,15397,229,9357,3967,True,False,False,High skill tech,1,1,5,10.0,True,True,0.76852506,0.69982356,0.61782616,True,2.0,0
15750.0,False,False,True,True,1,107988.3,3582.0,Relative,Service,1.0,S,False,CL,Home,0.00733,17170,2656,6112,707,True,False,True,Laborers,2,2,3,17.0,True,True,0.83808345,0.64548355,0.6058363,True,1.0,0
13500.0,False,False,False,True,0,10425.6,1081.35,Alone,Govt Job,2.0,D,False,CL,Home,0.002042,21644,1388,3428,3432,True,False,False,Cooking,1,3,0,11.0,True,True,0.47619614,0.4094204,0.3556387,True,1.0,0
13500.0,False,True,False,True,0,31841.1,3262.5,Relative,Service,1.0,M,False,CL,Home,0.006008,19525,4103,11362,3015,True,False,True,Drivers,2,2,2,15.0,True,True,0.5003807,0.58809584,0.69409263,True,1.0,0
13500.0,True,True,False,True,0,37314.0,2096.55,Alone,Commercial,1.0,W,False,CL,Home,0.011703,16380,4344,7655,4460,True,False,False,Sales,1,2,6,10.0,True,True,0.63389695,0.72619236,0.80045134,True,2.0,0
13500.0,False,True,True,True,0,54504.0,2553.75,Alone,Service,1.0,M,False,CL,Home,0.009657,10502,436,3608,3182,True,False,True,Laborers,2,2,1,14.0,True,True,0.26458216,0.29685056,0.6161217,True,1.0,1
13500.0,True,True,False,True,2,67500.0,2479.95,Alone,Service,2.0,M,False,CL,Home,0.028663,9973,730,256,2602,True,False,False,Core,4,2,1,14.0,True,True,0.6532975,0.6312489,0.1110424,True,3.0,0
29250.0,False,False,False,True,0,90900.0,3864.15,Alone,Service,1.0,M,False,CL,Home,0.026392,21339,2516,7985,4263,True,False,False,Laborers,2,2,1,15.0,True,True,0.63730776,0.67272687,0.4188543,True,2.0,0
10800.0,False,False,False,True,0,67500.0,2190.6,Alone,Service,2.0,S,False,CL,Home,0.010643,8201,129,2691,872,True,True,True,Laborers,1,2,1,15.0,True,True,0.09000807,0.7421794,0.42236966,True,0.0,0
67950.0,True,False,True,True,1,225000.0,6835.05,Alone,Commercial,2.0,M,False,CL,Home,0.072508,16459,1933,6510,8,True,False,False,Managers,3,1,3,15.0,True,True,0.68285584,0.72024375,0.71803284,True,2.0,0
15750.0,True,True,True,False,0,27000.0,1350.0,Alone,Service,2.0,S,False,RL,Home,0.02461,14690,3519,8801,3872,True,False,False,Drivers,1,2,4,15.0,True,True,0.4026248,0.63793707,0.10822632,True,1.0,0
17550.0,False,False,True,True,0,38700.0,2338.2,Alone,Service,2.0,S,False,CL,Home,0.022625,12615,4763,3985,4465,True,False,True,Core,1,2,5,16.0,True,True,0.6061397,0.5162929,0.563835,True,4.0,0
9000.0,False,False,True,True,0,28879.2,1050.3,Alone,Service,1.0,M,False,CL,Home,0.008866,16520,7900,932,64,True,False,False,Medicine,2,2,5,13.0,True,True,0.48204646,0.6249713,0.64136827,True,1.0,0
18000.0,False,True,True,True,1,26955.0,1836.45,Alone,Service,2.0,S,False,CL,Home,0.005144,11705,2780,2101,3155,True,False,False,Managers,2,2,2,15.0,True,True,0.49127248,0.60251915,0.11175637,True,1.0,0
18900.0,False,False,True,True,0,57362.85,2772.45,Partner,Service,1.0,M,False,CL,Home,0.018634,17303,3018,155,857,True,False,False,Security,2,2,4,11.0,True,True,0.32295063,0.4739048,0.47045612,True,0.0,0
27000.0,False,True,False,True,0,64076.4,2079.9,Alone,Service,1.0,S,False,CL,Home,0.003818,21774,2993,12180,4536,True,False,False,Cooking,1,2,3,11.0,True,True,0.89769,0.68728083,0.2851799,True,7.0,0
11250.0,False,False,False,False,0,22500.0,1125.0,Alone,Commercial,1.0,S,False,RL,Home,0.008625,8921,1429,3393,1598,True,False,False,Private service,1,2,1,11.0,True,True,0.268399,0.37593475,0.7713616,True,3.0,0
9000.0,False,False,True,True,1,28572.3,2620.35,Alone,Service,2.0,S,False,CL,Home,0.006207,11972,422,5262,4111,True,False,False,Accountants,2,2,1,11.0,True,True,0.6872537,0.11413509,0.49566582,True,2.0,0
15750.0,False,False,False,False,0,36000.0,4272.3,Alone,Service,1.0,S,False,CL,Home,0.009549,10179,477,1,2729,True,False,False,Core,1,2,3,15.0,True,True,0.6966141,0.590615,0.47764915,True,3.0,0
36000.0,True,False,False,True,0,68301.9,2466.45,Alone,Govt Job,1.0,M,False,CL,Home,0.009334,19694,1083,4425,3227,True,False,False,Managers,2,2,5,13.0,True,True,0.7693496,0.5881753,0.45074728,True,3.0,0
12600.0,False,True,True,True,1,33883.2,2047.5,Alone,Service,1.0,M,False,CL,Home,0.019689,10409,1025,791,2295,True,False,False,Laborers,3,2,3,11.0,True,True,0.675072,0.40031064,0.25946766,True,3.0,0
13500.0,False,False,True,False,0,22500.0,1003.95,Alone,Commercial,2.0,M,False,CL,Family,0.018209,10974,2427,288,3344,True,False,False,Sales,2,3,5,13.0,True,True,0.29345316,0.47830102,0.8193177,True,1.0,0
31500.0,False,True,False,True,0,37062.9,1410.3,Alone,Commercial,2.0,S,False,CL,Home,0.0105,14418,2863,5104,4877,True,False,False,Managers,1,3,3,16.0,True,True,0.73784196,0.6100512,0.6848277,True,2.0,0
6750.0,False,False,True,True,0,18000.0,1844.1,Alone,Service,1.0,M,False,CL,Home,0.030755,16907,2401,8862,452,True,True,True,Waiters/barmen,2,2,3,10.0,True,True,0.6509814,0.6246022,0.71657026,True,1.0,0
18000.0,False,False,False,True,0,81756.0,2949.3,Relative,Commercial,1.0,M,False,CL,Home,0.005084,13282,1331,4127,5190,True,True,True,Laborers,2,2,2,14.0,True,True,0.57641584,0.15780444,0.63303167,True,1.0,0
22500.0,True,False,False,True,0,81404.1,2393.1,Alone,Commercial,1.0,D,False,CL,Home,0.018801,14401,523,4818,5089,True,False,False,Security,1,2,6,8.0,True,True,0.5089386,0.7747347,0.30467218,True,6.0,0
15750.0,False,False,False,True,1,59848.65,2162.7,Alone,Commercial,2.0,M,False,CL,Home,0.019689,15590,5971,8765,3872,True,False,False,High skill tech,3,2,3,8.0,True,True,0.75659204,0.626482,0.2301589,True,1.0,0
9000.0,True,True,True,False,0,21586.5,2290.5,Relative,Service,2.0,S,False,CL,Home,0.028663,10709,3326,3854,3395,True,True,True,High skill tech,1,2,0,19.0,True,True,0.5044202,0.6406651,0.63303167,True,5.0,0
22500.0,True,True,True,False,1,75519.0,2967.75,Alone,Govt Job,2.0,D,False,CL,Home,0.006233,11290,3682,2664,3793,True,False,False,Medicine,2,2,1,15.0,True,True,0.56049,0.60069525,0.63470554,True,1.0,0
18000.0,False,True,True,True,0,135000.0,3725.55,Partner,Service,2.0,M,False,CL,Home,0.010006,15874,3656,191,4839,True,False,False,Core,2,2,0,13.0,True,True,0.8145515,0.44070938,0.824595,True,4.0,0
12600.0,False,True,True,False,0,20771.1,1643.85,Partner,Service,1.0,M,False,CL,Municipal,0.04622,10445,1517,1828,3115,True,False,True,Laborers,2,1,2,18.0,True,True,0.180617,0.68841237,0.52449644,True,1.0,0
18000.0,False,False,False,True,2,60147.0,3083.85,Alone,Service,1.0,D,False,CL,Home,0.006305,17029,2447,6794,558,True,False,False,Core,3,3,2,5.0,True,True,0.58055854,0.7350235,0.31859553,True,6.0,0
18000.0,True,False,True,True,0,20250.0,2193.75,Alone,Service,1.0,M,False,CL,Home,0.008866,13953,980,4577,4788,True,False,False,Drivers,2,2,4,11.0,True,True,0.36290383,0.7863851,0.43296167,True,3.0,0
31500.0,False,False,False,True,1,122301.0,4863.15,Alone,Commercial,2.0,M,False,CL,Home,0.04622,15994,5554,5305,5545,True,True,True,Managers,3,1,3,11.0,True,True,0.86838377,0.7336755,0.6986675,True,0.0,0
10350.0,True,False,False,True,1,27000.0,1740.15,Alone,Service,1.0,M,False,CL,Home,0.028663,15313,2698,5429,4046,True,False,False,Core,3,2,6,8.0,True,True,0.7108636,0.54266,0.6313545,True,2.0,0
18000.0,True,False,True,True,0,72846.0,3784.95,Alone,Service,1.0,M,False,CL,Home,0.01885,9931,1694,2074,2186,True,False,False,Laborers,2,2,5,10.0,True,True,0.08178434,0.65046656,0.45074728,True,2.0,0
20250.0,False,False,True,True,0,32092.2,3642.3,Alone,Service,1.0,M,False,CL,Rental,0.018801,12294,364,874,1251,True,False,False,Low-skill Laborers,2,2,4,12.0,True,True,0.15408996,0.4794361,0.18959527,True,3.0,0
13500.0,True,False,False,True,1,27000.0,1380.15,Partner,Service,1.0,M,False,CL,Municipal,0.008019,13439,4127,5558,5218,True,False,False,Cooking,3,2,5,16.0,True,True,0.52218205,0.47083634,0.391055,True,3.0,0
22500.0,True,True,False,True,1,18587.7,949.05,Alone,Service,2.0,S,False,CL,Home,0.072508,15717,729,2941,2983,True,False,True,Core,2,1,4,15.0,True,True,0.74228686,0.7207018,0.037900575,True,4.0,0
22500.0,True,False,False,True,0,194256.0,9881.1,Alone,Service,1.0,M,False,CL,Home,0.035792,15076,351,6422,5040,True,True,True,High skill tech,2,2,1,17.0,True,True,0.8368695,0.7049387,0.52629495,True,0.0,0
15750.0,True,True,True,False,0,14772.6,847.8,Alone,Commercial,1.0,M,False,CL,Municipal,0.018801,16225,1284,6454,4218,True,True,False,Drivers,2,2,6,18.0,True,True,0.2600375,0.44995657,0.47944897,True,2.0,0
15750.0,False,False,True,True,0,134550.0,3946.95,Alone,Commercial,2.0,M,False,CL,Home,0.01885,17755,183,6404,1286,True,True,False,Sales,2,2,1,9.0,True,True,0.40561974,0.67410713,0.28961125,True,0.0,0
20250.0,False,False,True,False,0,128835.0,3780.0,Alone,Service,1.0,W,False,CL,Municipal,0.003541,19519,9872,7388,2855,True,False,False,Cleaning,1,1,2,11.0,True,True,0.5453373,0.628986,0.51549536,True,0.0,0
16200.0,True,False,True,True,1,7819.2,841.95,Alone,Service,1.0,M,False,CL,Home,0.010643,11333,2909,4986,3129,True,False,True,Laborers,3,2,4,11.0,True,True,0.4602033,0.36745247,0.53527623,True,5.0,0
18000.0,True,True,True,True,0,24526.8,1638.9,Others,Service,2.0,M,False,CL,Home,0.018801,18890,2512,1707,2415,True,False,False,Sales,2,2,3,10.0,True,True,0.82680815,0.14952189,0.47045612,True,3.0,0
45000.0,True,False,False,True,0,112500.0,5625.0,Partner,Commercial,2.0,M,False,RL,Home,0.072508,20166,5587,1322,3726,True,False,True,Managers,2,1,0,12.0,True,True,0.8721707,0.6647145,0.71949077,True,0.0,0
18000.0,True,True,False,True,1,48564.0,3906.9,Relative,Service,1.0,M,False,CL,Home,0.006008,11184,619,570,1930,True,False,True,Laborers,3,2,1,18.0,True,True,0.37419894,0.6981857,0.27788568,True,2.0,0
16200.0,False,True,False,True,1,80865.0,2621.7,Alone,Service,1.0,M,False,CL,Home,0.025164,15449,2186,7462,4592,True,False,False,Cooking,3,2,3,16.0,True,True,0.4489541,0.5460932,0.4258929,True,1.0,1
25200.0,False,False,True,True,0,45450.0,5406.75,Alone,Service,2.0,M,False,CL,Home,0.026392,9967,1142,6658,2651,True,True,True,Managers,2,2,4,12.0,True,True,0.265157,0.66694295,0.2692858,True,1.0,0
14400.0,False,True,False,True,0,24750.0,1237.5,Alone,Commercial,2.0,W,False,RL,Home,0.030755,20774,274,3615,3972,True,False,False,Secretaries,1,2,1,10.0,True,True,0.77368444,0.5331155,0.53527623,True,1.0,0
22500.0,True,False,True,True,0,106159.95,3116.7,Alone,Service,2.0,M,False,CL,Home,0.025164,16345,1837,1621,1740,True,False,False,Laborers,2,2,5,7.0,True,True,0.34929287,0.62108856,0.367291,True,1.0,0
11250.0,True,False,False,True,0,31500.0,1575.0,Alone,Service,1.0,D,False,RL,Home,0.018634,19953,2718,4929,3463,True,True,True,Laborers,1,2,6,15.0,True,True,0.7646978,0.7743643,0.78383243,True,2.0,0
13050.0,False,False,True,True,0,22500.0,1754.1,Relative,Govt Job,2.0,D,False,CL,Home,0.00496,19704,12270,13170,3229,True,True,True,Managers,1,2,5,13.0,True,True,0.69661224,0.7737294,0.41534716,True,0.0,0
12150.0,False,False,True,False,0,45000.0,3555.45,Alone,Service,1.0,S,False,CL,Family,0.015221,10072,2384,9611,2730,True,False,True,Laborers,1,2,2,11.0,True,True,0.15143351,0.6019534,0.45969045,True,1.0,0
9000.0,True,False,True,True,2,36000.0,1585.8,Relative,Commercial,1.0,M,False,CL,Home,0.018209,12619,680,512,2058,True,True,True,Sales,4,3,5,9.0,True,True,0.57276857,0.30043688,0.7106744,True,1.0,0
11250.0,True,True,False,True,0,48564.0,3813.3,Alone,Service,1.0,W,False,CL,Home,0.00823,16692,5394,9352,252,True,False,False,Accountants,1,2,3,13.0,True,True,0.70420015,0.6463088,0.8633634,True,0.0,0
18000.0,True,False,True,True,0,73331.55,6975.45,Alone,Service,1.0,M,False,CL,Home,0.04622,21703,1904,1725,4961,True,False,False,Drivers,2,1,2,17.0,True,True,0.90622425,0.42314452,0.80274546,True,5.0,0
18000.0,True,True,True,True,1,27000.0,1350.0,Alone,Service,1.0,S,False,RL,Home,0.010966,17707,3430,4112,1243,True,False,False,Managers,2,2,5,10.0,True,True,0.2898156,0.64315826,0.6722429,True,0.0,0
18000.0,False,False,False,True,1,49500.0,2475.0,Alone,Govt Job,1.0,M,False,RL,Home,0.072508,13954,2715,7956,5595,True,False,False,Core,3,1,3,17.0,True,True,0.7603778,0.7617369,0.4902575,True,3.0,0
27000.0,True,True,True,True,2,20250.0,973.8,Alone,Service,1.0,M,False,CL,Home,0.019689,11192,4283,5135,2162,True,True,False,Laborers,4,2,1,14.0,True,True,0.33376154,0.73765147,0.4758499,True,2.0,0
54000.0,True,False,False,True,0,67500.0,5346.0,Alone,Commercial,2.0,M,False,CL,Home,0.022625,11673,629,4221,2714,True,False,False,Managers,2,2,3,12.0,True,True,0.32065874,0.18162468,0.19070596,True,2.0,1
22500.0,True,False,True,False,0,90000.0,3188.7,Alone,Service,1.0,M,False,CL,Home,0.04622,13095,117,363,2723,True,False,True,Drivers,2,1,1,16.0,True,True,0.44522628,0.21103548,0.2580842,True,1.0,1
11250.0,False,True,False,True,0,34128.0,1971.9,Alone,Service,1.0,M,False,CL,Home,0.030755,10584,2520,1161,1735,True,False,False,Accountants,2,2,4,12.0,True,True,0.5404764,0.78069973,0.44361532,True,1.0,0
12600.0,False,False,True,True,0,58500.0,2925.0,Alone,Govt Job,1.0,M,False,RL,Home,0.019689,18760,2471,6444,2100,True,False,True,Core,2,2,5,14.0,True,True,0.7026954,0.7079815,0.36394525,True,3.0,0
36000.0,False,False,False,True,0,90000.0,4500.0,Alone,Commercial,1.0,W,False,RL,Home,0.028663,19630,2693,11357,3009,True,False,False,Sales,1,2,0,13.0,True,True,0.82821494,0.58993274,0.80274546,True,4.0,0
24750.0,False,False,False,True,2,75519.0,3645.9,Alone,Service,1.0,M,False,CL,Home,0.018801,13507,971,866,2897,True,False,False,Waiters/barmen,4,2,0,9.0,True,True,0.19874924,0.42751133,0.31236538,True,5.0,1
18000.0,True,False,False,True,2,100692.0,4266.0,Alone,Commercial,1.0,M,False,CL,Home,0.006008,14680,4891,8798,4046,True,False,True,Laborers,4,2,1,13.0,True,True,0.62428784,0.6351596,0.3740208,True,0.0,1
22500.0,False,False,True,True,1,26100.0,3110.4,Alone,Commercial,2.0,M,False,CL,Home,0.032561,20122,1395,8530,3525,True,False,False,Security,3,1,2,15.0,True,True,0.3088205,0.35402468,0.7610264,True,2.0,0
15750.0,False,False,False,False,0,90568.8,2660.85,Relative,Service,1.0,M,False,CL,Home,0.018801,18503,2860,9144,1661,True,False,False,Cleaning,2,2,5,6.0,True,True,0.7145792,0.56199294,0.3360615,True,4.0,0
18000.0,True,False,True,True,0,83404.8,4889.7,Alone,Commercial,2.0,M,False,CL,Home,0.006305,10107,664,4937,2778,True,False,False,Managers,2,3,4,4.0,True,True,0.46892342,0.5971969,0.622922,True,4.0,0
15750.0,False,False,False,False,1,125640.0,4065.75,Alone,Service,2.0,M,False,CL,Home,0.025164,12929,842,3692,4340,True,False,False,Managers,3,2,4,13.0,True,True,0.7161631,0.686947,0.6075573,True,1.0,0
13500.0,True,False,True,True,1,157500.0,4618.35,Partner,Service,2.0,M,False,CL,Home,0.031329,9251,944,4100,1292,True,False,False,Core,3,2,6,14.0,True,True,0.112400286,0.6504019,0.17146836,True,0.0,0
31500.0,True,False,True,False,1,122301.0,5194.8,Alone,Service,2.0,M,False,CL,Home,0.020713,14638,2606,1,4662,True,False,False,Managers,3,2,6,12.0,True,True,0.28399065,0.27383238,0.6313545,True,1.0,0
9000.0,False,False,True,True,0,56249.1,2718.9,Alone,Commercial,1.0,M,False,CL,Home,0.072508,16664,3854,9124,194,True,False,False,Laborers,2,1,6,18.0,True,True,0.73674107,0.76952535,0.7062051,True,0.0,0
11250.0,False,False,True,True,0,12951.9,1372.95,Others,Service,1.0,D,False,CL,Home,0.01885,13537,583,7634,5120,True,False,False,Laborers,1,2,6,16.0,True,True,0.20758764,0.40410146,0.6956219,True,0.0,0
14915.25,False,False,True,False,1,76500.0,2332.35,Others,Service,2.0,M,False,CL,Home,0.00733,16490,8444,4219,46,True,False,False,Laborers,3,2,4,17.0,True,True,0.72304744,0.56622463,0.53527623,True,1.0,0
24300.0,True,False,True,False,0,33994.8,3844.8,Alone,Commercial,1.0,M,False,CL,Home,0.035792,8574,1022,7191,1214,True,True,True,Accountants,2,2,2,15.0,True,True,0.14565954,0.42550555,0.048258983,True,3.0,0
22500.0,False,False,False,False,0,67500.0,2493.0,Relative,Govt Job,1.0,S,False,CL,Municipal,0.072508,11252,337,4402,3825,True,True,True,Core,1,1,1,14.0,True,True,0.5311856,0.74753195,0.4365065,True,2.0,1
11250.0,False,True,False,True,2,52292.7,2528.55,Alone,Commercial,1.0,M,False,CL,Home,0.030755,15614,3156,9550,5658,True,False,False,Laborers,4,2,4,14.0,True,True,0.58506763,0.6453134,0.5797274,True,6.0,0
67500.0,False,True,True,True,0,67500.0,3459.6,Alone,Commercial,2.0,M,False,CL,Home,0.072508,17754,1109,2902,1293,True,True,True,Managers,2,1,0,11.0,True,True,0.327157,0.6749041,0.41359675,True,1.0,0
6750.0,False,False,True,False,2,27000.0,1350.0,Alone,Commercial,1.0,M,False,RL,Home,0.019101,13716,285,1121,4724,True,False,False,Sales,4,2,4,12.0,True,True,0.7685801,0.5689886,0.42413032,True,0.0,0
14850.0,True,False,True,True,1,107820.0,3491.1,Alone,Service,1.0,M,False,CL,Family,0.0228,10010,225,2172,738,True,False,False,Low-skill Laborers,3,2,0,10.0,True,True,0.30884877,0.5491432,0.32806316,True,3.0,1
31500.0,True,False,True,True,1,131211.0,5010.75,Relative,Commercial,1.0,M,False,CL,Home,0.031329,11670,1322,937,567,True,False,False,Core,3,2,1,8.0,True,True,0.2363162,0.58735937,0.71803284,True,1.0,0
13500.0,True,False,False,True,1,50849.55,2459.25,Alone,Service,2.0,M,False,CL,Home,0.020713,11408,1957,446,3710,True,False,False,High skill tech,3,3,2,6.0,True,True,0.601638,0.50279,0.3062023,True,1.0,0
31500.0,True,False,True,True,0,90000.0,3826.35,Alone,Commercial,2.0,S,False,CL,Home,0.026392,18490,3163,2021,2008,True,False,False,Laborers,1,2,1,11.0,True,True,0.60926276,0.6667632,0.5531647,True,0.0,0
15750.0,True,True,False,False,0,27627.75,1293.3,Alone,Service,1.0,M,False,CL,Family,0.010006,10046,2660,8682,2620,True,False,False,Drivers,2,1,3,16.0,True,True,0.2006692,0.7129117,0.6561584,True,3.0,0
18000.0,True,True,False,True,1,97038.0,2850.3,Alone,Commercial,2.0,M,False,CL,Home,0.031329,16904,1701,4934,431,True,False,False,Core,3,2,1,15.0,True,True,0.7197644,0.6610201,0.5388627,True,1.0,0
31500.0,True,True,False,False,0,49752.0,3930.75,Relative,Commercial,2.0,M,False,CL,Home,0.009175,10872,1143,417,2100,True,True,False,Laborers,2,2,4,16.0,True,True,0.53615946,0.73197573,0.5388627,True,0.0,0
9000.0,False,False,False,True,1,57362.85,2772.45,Relative,nan,1.0,M,False,CL,Home,0.00733,11166,552,4198,3716,True,False,False,Laborers,3,2,3,12.0,True,True,0.5278053,0.2989499,0.45253357,True,1.0,0
9000.0,False,True,False,False,1,80865.0,2133.0,Alone,Service,2.0,M,False,CL,Municipal,0.006207,12878,3419,1017,4969,True,True,True,Sales,3,2,1,16.0,True,True,0.5157827,0.44405386,0.75037515,True,0.0,0
26550.0,True,False,True,True,0,128835.0,3779.55,Alone,Service,2.0,M,False,CL,Home,0.016612,18277,6134,12411,1518,True,True,True,Managers,2,2,1,12.0,True,True,0.63385385,0.67351115,0.17456427,True,0.0,0
33750.0,False,False,True,False,0,180000.0,6269.85,Alone,Commercial,1.0,M,False,CL,Rental,0.020713,18080,1718,1472,1628,True,True,False,Managers,2,1,6,12.0,True,True,0.45704728,0.3891411,0.3996756,True,0.0,0
13950.0,False,False,True,False,0,167541.3,5458.05,Alone,Service,1.0,M,False,CL,Home,0.018029,18989,1172,6607,1492,True,False,False,Sales,2,2,3,10.0,True,True,0.67929226,0.7608308,0.6313545,True,0.0,0
45000.0,True,False,False,True,1,85489.65,4378.05,Alone,Commercial,2.0,M,False,CL,Home,0.010032,8665,220,2060,252,True,False,False,Core,3,2,4,4.0,True,True,0.2920037,0.613059,0.4830502,True,0.0,1
45000.0,True,False,False,False,0,54000.0,2105.55,Alone,Commercial,2.0,S,False,CL,Home,0.006207,12887,3756,6851,4434,True,False,False,High skill tech,1,2,1,17.0,True,True,0.5316809,0.62685037,0.21885908,True,3.0,0
8100.0,False,True,True,False,2,112950.0,3118.95,Alone,Service,1.0,M,False,CL,Home,0.01885,14832,1629,8924,4039,True,True,False,Managers,4,2,1,19.0,True,True,0.62803096,0.6725391,0.49386287,True,1.0,0
42750.0,False,False,True,True,0,76552.2,2482.2,Alone,Commercial,1.0,S,False,CL,Home,0.007274,15203,251,9289,4669,True,False,False,Core,1,2,5,12.0,True,True,0.67558753,0.7536843,0.5797274,True,1.0,0
29970.0,True,True,False,True,0,120462.3,6191.55,Alone,Govt Job,2.0,M,False,CL,Home,0.04622,22970,6914,9948,4151,True,False,True,Core,2,1,3,16.0,True,True,0.87268424,0.7522199,0.58499,True,2.0,0
13500.0,False,False,True,False,0,128835.0,3411.45,Alone,Service,1.0,D,False,CL,Home,0.010276,18321,3966,6457,1876,True,False,False,Laborers,1,2,2,16.0,True,True,0.65314335,0.5284046,0.7958031,True,0.0,0
11250.0,False,True,True,True,1,38250.0,1912.5,Alone,Service,2.0,M,False,RL,Home,0.031329,15074,176,9203,2148,True,False,True,Sales,3,2,3,13.0,True,True,0.5131221,0.5894195,0.30927536,True,0.0,0
16650.0,False,True,True,False,1,27450.0,1502.1,Alone,Service,1.0,M,False,CL,Home,0.020713,11887,276,5612,1858,True,False,False,Core,3,2,2,12.0,True,True,0.22771712,0.5745463,0.2881296,True,0.0,0
9000.0,True,True,False,True,1,10188.0,1020.6,Alone,Commercial,2.0,M,False,CL,Home,0.016612,13449,400,7553,4541,True,False,False,Accountants,3,2,2,18.0,True,True,0.42955083,0.71631444,0.79813725,True,2.0,0
35100.0,False,False,False,True,1,45000.0,2178.0,Alone,Service,2.0,M,False,CL,Office,0.028663,19144,5217,3340,2669,True,False,False,Core,3,2,3,16.0,True,True,0.70829326,0.6673508,0.49386287,True,1.0,0
45000.0,False,False,True,False,1,90000.0,2644.65,Alone,Commercial,1.0,M,False,CL,Home,0.072508,15028,1828,2656,3486,True,False,True,Accountants,3,1,5,17.0,True,True,0.64700246,0.73335063,0.5226973,True,3.0,0
6750.0,False,False,False,True,4,128835.0,3780.0,Alone,Service,1.0,M,False,CL,Family,0.008866,13946,1743,11994,1152,True,False,True,Medicine,6,2,1,16.0,True,True,0.48303527,0.36118802,0.39277387,True,1.0,0
11250.0,False,False,False,True,2,18000.0,900.0,Partner,Service,1.0,M,False,RL,Home,0.026392,8002,130,1285,661,True,False,False,Sales,4,2,6,14.0,True,True,0.15753141,0.60080016,0.23531051,True,1.0,0
11250.0,True,False,False,True,1,55380.6,2840.4,Alone,Service,1.0,M,False,CL,Municipal,0.04622,12031,331,5286,3922,True,False,False,Sales,3,1,4,14.0,True,True,0.51121163,0.4519707,0.6785677,True,1.0,0
8100.0,False,True,False,False,1,29628.0,1606.95,Alone,Service,1.0,S,False,CL,Home,0.00963,10920,2050,4101,1581,True,True,True,Core,2,2,1,16.0,True,True,0.24958679,0.1501319,0.061684255,True,2.0,1
45000.0,True,False,False,True,0,121270.05,3924.9,Alone,Commercial,2.0,M,False,CL,Home,0.072508,12322,4496,803,4117,True,False,True,Managers,2,1,3,18.0,True,True,0.38543802,0.73561937,0.33445412,True,0.0,0
11250.0,True,False,False,True,3,13753.8,1564.65,Alone,Govt Job,2.0,M,False,CL,Home,0.010006,13722,266,2552,2939,True,False,False,Core,5,1,2,14.0,True,True,0.6255393,0.5867126,0.32331124,True,1.0,0
20997.0,True,True,False,True,1,28002.6,1095.75,Alone,Commercial,1.0,M,False,CL,Home,0.025164,16476,317,3006,13,True,True,True,Sales,3,2,4,14.0,True,True,0.4957909,0.5181058,0.2940831,True,4.0,0
18000.0,True,False,True,True,1,34380.0,1685.25,Alone,Service,0.0,M,False,CL,Home,0.006671,13715,1662,419,4664,True,False,False,Drivers,3,2,4,12.0,True,True,0.3066718,0.69543225,0.6817059,True,0.0,0
12150.0,False,False,False,False,0,22500.0,2436.3,Alone,Service,1.0,S,False,CL,Home,0.014464,8954,657,2605,1365,True,True,False,Laborers,1,2,3,6.0,True,True,0.24831417,0.6090884,0.32331124,True,0.0,0
9000.0,False,False,True,False,0,45000.0,2188.8,Alone,Service,1.0,M,False,CL,Home,0.031329,8544,1164,8528,1152,True,True,False,Sales,2,2,2,11.0,True,True,0.51026183,0.5162929,0.38079968,True,0.0,1
31500.0,False,False,True,True,0,77625.45,3129.3,Alone,Govt Job,2.0,M,False,CL,Home,0.018801,17163,3391,5138,705,True,False,False,Core,2,2,4,13.0,True,True,0.7675944,0.627786,0.7610264,True,1.0,0
13500.0,True,False,False,False,2,113179.05,4417.65,Partner,Service,1.0,M,False,CL,Municipal,0.020713,10590,2196,4294,779,True,False,False,Laborers,4,2,6,11.0,True,True,0.25291926,0.5505396,0.40140742,True,7.0,0
15750.0,False,True,True,True,1,9169.2,539.1,Alone,Service,2.0,M,False,CL,Home,0.008019,17742,745,8414,1292,True,False,False,Accountants,3,2,2,17.0,True,True,0.5994115,0.6406651,0.62799084,True,5.0,0
22500.0,True,True,False,False,0,49752.0,3179.25,Alone,Service,1.0,M,False,CL,Home,0.005144,18236,5137,5168,1770,True,True,True,Laborers,2,2,1,17.0,True,True,0.5097052,0.22104499,0.59892625,True,3.0,0
27000.0,True,False,False,False,2,92250.0,3908.25,Alone,Govt Job,1.0,M,False,CL,Municipal,0.04622,15862,9022,10006,4242,True,False,False,Medicine,4,1,2,10.0,True,True,0.7425337,0.7370713,0.5602843,True,2.0,0
22500.0,False,False,True,True,1,111384.0,4732.2,Alone,Service,2.0,M,False,CL,Home,0.010032,18054,2217,3025,1576,True,False,False,High skill tech,3,2,2,10.0,True,True,0.69434136,0.5833362,0.7517237,True,2.0,0
20250.0,True,False,False,False,0,99043.2,3231.9,Alone,Commercial,2.0,S,False,CL,Home,0.014464,12616,381,6656,4054,True,True,False,High skill tech,1,2,2,12.0,True,True,0.67159367,0.70651907,0.3457848,True,0.0,0
15750.0,False,False,False,False,2,81057.15,4138.65,Alone,Service,1.0,M,False,CL,Home,0.009657,10522,2800,9893,1761,True,True,True,Managers,4,2,5,11.0,True,True,0.393642,0.31122044,0.33445412,True,3.0,0
17100.0,True,True,True,True,2,18000.0,900.0,Alone,Service,2.0,M,False,RL,Home,0.020713,9649,1365,4299,2321,True,False,False,High skill tech,4,2,6,9.0,True,True,0.15408304,0.5442171,0.6075573,True,0.0,0
31500.0,True,False,False,True,2,197107.2,6851.25,Alone,Govt Job,2.0,M,False,CL,Home,0.006629,11993,2097,921,2866,True,True,True,Managers,4,2,0,5.0,True,True,0.45515046,0.61144966,0.41534716,True,0.0,0
22500.0,True,False,True,True,2,56249.1,2718.9,Alone,Service,2.0,M,False,CL,Home,0.006629,12714,2008,813,3867,True,False,True,Accountants,4,2,2,10.0,True,True,0.80455416,0.6442666,0.832785,True,2.0,0
18000.0,False,False,False,True,3,80865.0,2608.65,Kids,Commercial,1.0,D,False,CL,Home,0.005002,11218,4485,5956,3766,True,True,True,Laborers,4,3,1,11.0,True,True,0.2977878,0.49292272,0.054212984,True,0.0,0
18000.0,False,False,True,False,0,22500.0,1125.0,Alone,Service,1.0,D,False,RL,Home,0.072508,16834,685,3055,379,True,False,True,Cooking,1,1,5,15.0,True,True,0.3260469,0.5354444,0.58323795,True,2.0,0
22500.0,False,True,True,False,1,80865.0,3146.4,Alone,Commercial,1.0,M,False,CL,Family,0.035792,15428,984,7022,4285,True,False,True,Core,3,2,4,12.0,True,True,0.65997195,0.6491578,0.2580842,True,5.0,0
15750.0,False,True,True,True,1,107820.0,3165.3,Kids,Commercial,1.0,M,False,CL,Home,0.018801,15157,400,4635,4750,True,False,True,High skill tech,3,2,6,10.0,True,True,0.44045866,0.5440598,0.7421816,True,2.0,0
27000.0,True,False,True,True,2,45000.0,1709.55,Alone,Service,1.0,M,False,CL,Home,0.019101,17332,1142,1873,883,True,False,False,Managers,4,2,3,17.0,True,True,0.7156957,0.7601617,0.31547216,True,2.0,0
9000.0,False,False,True,True,1,112500.0,3289.5,Alone,Service,1.0,M,False,CL,Home,0.025164,15534,1561,839,4502,True,False,False,Sales,3,2,2,8.0,True,True,0.6650808,0.56974995,0.5208976,True,3.0,0
12600.0,False,False,True,True,0,22500.0,1790.55,Alone,Govt Job,1.0,M,False,CL,Home,0.01452,12058,333,5320,4683,True,False,False,Medicine,2,2,4,9.0,True,True,0.26426062,0.13725357,0.4650692,True,6.0,0
4500.0,False,True,False,False,1,10188.0,693.9,Alone,Commercial,1.0,M,False,CL,Home,0.008068,11621,179,5694,4021,True,True,True,Security,3,3,1,6.0,True,True,0.5521774,0.5311011,0.36896873,True,3.0,0
13500.0,False,False,True,False,0,56880.0,1513.35,Alone,nan,2.0,M,False,CL,Home,0.009175,12376,2396,3875,3986,True,True,False,Accountants,2,2,4,16.0,True,True,0.7809533,0.7330255,0.42061096,True,1.0,0
27000.0,False,False,True,True,0,107820.0,3165.3,Alone,Govt Job,2.0,M,False,CL,Home,0.01885,8880,1137,2960,370,True,False,False,Core,2,2,2,16.0,True,True,0.32238457,0.4496048,0.14916746,True,0.0,0
11250.0,False,True,True,True,0,60147.0,3083.85,Alone,Service,1.0,D,False,CL,Home,0.020246,15566,3917,3054,5043,True,True,True,Medicine,1,3,4,11.0,True,True,0.6757309,0.38707945,0.37064964,True,1.0,0
33750.0,True,True,True,False,1,75519.0,3212.55,Alone,Service,1.0,M,False,CL,Municipal,0.007114,15274,2569,4,3960,True,False,False,Laborers,3,2,1,17.0,True,True,0.32166666,0.2651072,0.18959527,True,3.0,0
9000.0,False,True,True,False,2,54734.4,2929.05,Partner,Commercial,1.0,M,False,CL,Home,0.011703,13174,1813,3822,5830,True,False,False,Sales,4,2,2,18.0,True,True,0.56487286,0.62523264,0.5797274,True,2.0,0
45000.0,False,True,False,True,0,156384.0,6466.95,Alone,Govt Job,2.0,S,False,CL,Home,0.04622,20142,3093,3574,3657,True,False,True,Core,1,1,6,10.0,True,True,0.7399379,0.7409851,0.3944954,True,5.0,0
11250.0,False,False,False,False,0,41479.2,1770.3,Relative,Service,1.0,M,False,CL,Home,0.01885,13399,4941,1018,4223,True,False,False,Laborers,2,2,6,12.0,True,True,0.34083104,0.5484934,0.41184855,True,1.0,0
11250.0,True,False,False,False,0,17829.0,1885.05,Alone,Govt Job,1.0,D,False,CL,Municipal,0.002506,14106,5368,8041,3970,True,False,False,Medicine,1,2,3,5.0,True,True,0.33544818,0.5856464,0.29859498,True,3.0,0
17280.0,False,False,True,True,0,24750.0,1061.55,Alone,Commercial,1.0,M,False,CL,Home,0.0228,20167,2873,2624,3341,True,False,True,Core,2,2,1,16.0,True,True,0.82947147,0.45029214,0.6161217,True,0.0,0
15750.0,True,False,False,False,2,112500.0,4461.75,Alone,Service,2.0,M,False,CL,Home,0.02461,11364,304,5048,3648,True,True,True,Core,4,2,1,17.0,True,True,0.37976697,0.6715559,0.46865967,True,2.0,0
39600.0,True,True,False,True,1,112500.0,3642.3,Alone,Service,2.0,S,False,CL,Home,0.026392,11484,1572,278,3815,True,False,False,Accountants,2,2,3,12.0,True,True,0.27344838,0.61667866,0.2580842,True,4.0,1
18000.0,True,False,False,True,1,40500.0,2947.95,Alone,Service,1.0,M,False,CL,Home,0.031329,12285,2889,8852,4760,True,False,False,Drivers,3,2,2,17.0,True,True,0.18393847,0.63310486,0.27933532,True,1.0,0
38250.0,False,False,True,False,0,78192.0,2821.5,Alone,Service,1.0,S,False,CL,Home,0.022625,14155,3139,7799,4852,True,False,False,Laborers,1,2,3,16.0,True,True,0.28733847,0.7180398,0.391055,True,4.0,0
11250.0,False,True,True,False,2,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.006671,10899,399,4967,2335,True,False,False,Sales,4,2,0,18.0,True,True,0.5266265,0.5078845,0.6894792,True,1.0,0
13500.0,False,False,False,False,0,36000.0,2844.0,Alone,Commercial,1.0,S,False,CL,Family,0.008019,10384,666,5030,3007,True,True,False,HR,1,2,1,16.0,True,True,0.08958469,0.15045026,0.19070596,True,3.0,0
13500.0,False,False,False,False,1,22500.0,1178.1,Alone,Govt Job,1.0,S,False,CL,Home,0.006233,11353,358,5954,3926,True,False,True,Cooking,2,2,6,9.0,True,True,0.32001594,0.6229703,0.4758499,True,1.0,0
9000.0,True,False,False,True,0,30254.4,1099.35,Alone,Service,1.0,S,False,CL,Home,0.018029,19618,3023,11898,2449,True,False,False,High skill tech,1,3,3,10.0,True,True,0.6039767,0.18115385,0.6769925,True,1.0,0
20250.0,True,False,False,True,0,75274.2,4023.45,Alone,nan,1.0,S,False,CL,Home,0.016612,12918,2700,519,2058,True,False,False,Sales,1,2,5,13.0,True,True,0.5884948,0.4193966,0.42765737,True,2.0,0
9000.0,False,False,True,True,1,28440.0,1645.65,Alone,Service,1.0,M,False,CL,Home,0.020713,13435,299,783,4000,True,False,False,Private service,3,3,5,11.0,True,True,0.69794255,0.47196427,0.508287,True,0.0,0
15750.0,False,False,False,False,0,25470.0,1714.95,Alone,Commercial,1.0,W,False,CL,Home,0.016612,16381,2767,3813,572,True,False,False,Laborers,1,2,2,14.0,True,True,0.41433495,0.7248162,0.47764915,True,1.0,0
4500.0,False,False,True,False,1,29851.2,1726.65,Alone,Service,1.0,M,False,CL,Home,0.020246,12531,214,11561,1698,True,False,False,Medicine,3,3,5,9.0,True,True,0.43182445,0.65461147,0.61782616,True,2.0,1
7650.0,False,True,False,True,0,18000.0,900.0,Alone,Service,1.0,S,False,RL,Home,0.020246,17637,598,8348,1187,True,False,False,Sales,1,3,1,11.0,True,True,0.5884134,0.49864063,0.2692858,True,2.0,0
13500.0,False,True,True,True,1,53691.75,1941.3,Alone,Service,1.0,M,False,CL,Home,0.014464,11633,715,4860,2864,True,False,False,Cooking,3,2,3,4.0,True,True,0.36686355,0.18755876,0.4740513,True,4.0,0
16650.0,False,False,True,True,2,64008.0,3126.15,Alone,Service,1.0,D,False,CL,Home,0.020713,16187,3005,5259,4535,True,False,False,Laborers,3,2,4,12.0,True,True,0.49406517,0.55017704,0.6512602,True,0.0,0
6750.0,True,True,True,False,0,58070.7,3509.1,Alone,Govt Job,1.0,M,False,CL,Rental,0.01885,12628,2127,998,3706,True,False,False,Core,2,2,5,10.0,True,True,0.24746871,0.5149221,0.21885908,True,0.0,1
18000.0,False,True,False,True,0,154602.0,4091.4,Alone,nan,1.0,M,False,CL,Family,0.020713,10481,125,4486,3152,True,False,True,Laborers,2,2,4,5.0,True,True,0.14546494,0.3885591,0.2764407,True,6.0,1
14850.0,True,False,True,True,1,188685.0,5188.5,Alone,Service,1.0,M,False,CL,Home,0.018029,11675,3779,2511,2542,True,True,False,Sales,3,3,2,14.0,True,True,0.48198465,0.6079007,0.47764915,True,0.0,0
22500.0,True,False,False,False,2,63000.0,3216.6,Alone,Service,2.0,M,False,CL,Home,0.008575,11681,839,5415,3960,True,True,True,Managers,4,2,6,12.0,True,True,0.65089905,0.5507723,0.088460565,True,2.0,0
33750.0,True,True,False,True,1,269550.0,7425.45,Relative,Govt Job,2.0,M,False,CL,Home,0.072508,12373,1538,932,2815,True,False,True,Core,3,1,5,18.0,True,True,0.86169773,0.7041011,0.6127042,True,1.0,0
15750.0,False,False,True,False,0,58050.0,2377.35,Alone,Service,2.0,S,False,CL,Home,0.026392,10857,1209,4944,2536,True,False,True,Core,1,2,5,11.0,True,True,0.48641542,0.6629236,0.5424451,True,1.0,0
22500.0,False,False,False,False,1,45450.0,2465.55,Alone,Service,1.0,D,False,CL,Home,0.003541,13290,434,3111,5370,True,False,False,High skill tech,2,1,4,8.0,True,True,0.25322503,0.6137331,0.17044613,True,2.0,0
11700.0,False,True,True,False,0,63000.0,3043.8,Alone,Service,1.0,S,False,CL,Municipal,0.04622,18818,386,12761,2318,True,True,True,Laborers,1,1,2,19.0,True,True,0.5353636,0.6994881,0.5495965,True,1.0,0
21223.35,True,True,False,False,0,90000.0,4572.0,Alone,Commercial,2.0,M,False,CL,Home,0.04622,10280,2901,1110,2972,True,True,True,Laborers,2,1,5,18.0,True,True,0.3115744,0.6003805,0.56560796,True,3.0,0
22500.0,True,False,True,True,0,20250.0,1012.5,Alone,Govt Job,2.0,S,False,RL,Home,0.072508,14207,6293,7644,4603,True,True,True,Drivers,1,1,2,17.0,True,True,0.6593825,0.7351002,0.71803284,True,0.0,0
16650.0,False,False,True,True,0,144900.0,3835.35,Alone,Govt Job,1.0,M,False,CL,Home,0.0228,20086,9830,7881,3528,True,False,True,Medicine,2,2,2,11.0,True,True,0.8836628,0.34456673,0.7623356,True,1.0,0
8550.0,False,False,True,True,2,52128.0,2742.3,Kids,Commercial,1.0,M,False,CL,Home,0.031329,10100,744,8241,2695,True,False,False,Sales,4,2,5,13.0,True,True,0.47358623,0.41386914,0.69255906,True,6.0,0
27000.0,True,True,False,True,2,54000.0,2700.0,Alone,Service,2.0,M,False,RL,Home,0.022625,13829,746,1262,6027,True,False,True,Managers,4,2,5,12.0,True,True,0.33799887,0.47549704,0.20796417,True,1.0,1
13500.0,False,False,False,True,1,67050.0,3119.85,Relative,Commercial,1.0,M,False,CL,Home,0.026392,14504,4483,1550,4591,True,False,True,Laborers,3,2,1,14.0,True,True,0.6513067,0.5229849,0.6195277,True,1.0,0
23400.0,False,False,False,False,1,50218.65,5692.5,Alone,Commercial,2.0,M,False,CL,Home,0.006008,11417,556,675,3929,True,False,False,Managers,3,2,5,10.0,True,True,0.30195224,0.6240226,0.6545293,True,6.0,0
27000.0,True,False,False,False,0,40752.0,3219.75,Alone,Commercial,1.0,M,False,CL,Home,0.031329,14248,277,2605,1075,True,False,False,Managers,2,2,5,11.0,True,True,0.45864242,0.7671901,0.3656165,True,3.0,0
11250.0,False,False,True,True,0,27000.0,1350.0,Partner,Service,1.0,M,False,RL,Home,0.030755,11915,548,3763,868,True,False,False,Sales,2,2,6,10.0,True,True,0.2469226,0.7224898,0.5726825,True,0.0,1
9000.0,False,False,True,False,2,78036.3,3539.25,Alone,Commercial,1.0,M,False,CL,Home,0.005084,10128,1157,542,1932,True,False,False,Sales,4,2,1,14.0,True,True,0.19654705,0.45233902,0.68326885,True,2.0,0
18900.0,False,False,False,False,1,84807.0,2250.0,Alone,Commercial,2.0,W,False,CL,Home,0.006852,18192,542,5647,1732,True,False,True,Managers,2,3,5,7.0,True,True,0.8228735,0.4002739,0.53348166,True,1.0,0
23850.0,True,False,True,False,0,157500.0,3994.65,Alone,Service,2.0,M,False,CL,Family,0.010147,12960,2729,3048,1007,True,True,True,Security,2,2,5,16.0,True,True,0.76019096,0.65267575,0.57620883,True,1.0,0
28350.0,True,False,False,True,1,50021.1,5061.6,Alone,Service,2.0,D,False,CL,Home,0.010032,13074,333,6648,1208,True,False,True,Managers,2,2,6,6.0,True,True,0.3386281,0.65577734,0.7738957,True,0.0,0
18000.0,True,False,True,True,2,47762.1,4478.4,Alone,Commercial,2.0,M,False,CL,Home,0.016612,14432,531,6389,562,True,False,False,Core,4,2,0,10.0,True,True,0.28682104,0.7884058,0.6738301,True,1.0,0
13500.0,False,True,True,True,0,12735.0,1253.25,Alone,Service,2.0,D,False,CL,Home,0.030755,16036,2919,8328,4044,True,False,False,Sales,1,2,3,11.0,True,True,0.8309294,0.65326047,0.7062051,True,4.0,0
29250.0,True,True,True,False,0,40950.0,1080.0,Alone,Service,2.0,S,False,CL,Home,0.018209,10884,665,2717,3549,True,True,True,Managers,1,3,4,19.0,True,True,0.59288234,0.2864965,0.5064842,True,2.0,0
29250.0,False,True,True,False,0,22500.0,1790.55,Alone,Service,1.0,M,False,CL,Home,0.035792,10297,751,3499,2679,True,False,False,Laborers,2,2,1,13.0,True,True,0.17867728,0.29661328,0.17352743,True,3.0,1
38250.0,True,False,True,False,0,94500.0,3361.05,Alone,Service,2.0,S,False,CL,Home,0.026392,12262,358,1608,3052,True,False,False,Core,1,2,1,18.0,True,True,0.53699255,0.69965357,0.10684195,True,2.0,0
31500.0,False,False,True,False,0,143685.0,4214.25,Alone,Govt Job,2.0,S,False,CL,Shared,0.003541,13418,2980,3719,4079,True,False,False,Core,1,1,4,11.0,True,True,0.48363346,0.7700175,0.3842068,True,2.0,0
33300.0,True,True,False,False,0,269550.0,7425.45,Alone,Commercial,2.0,M,False,CL,Home,0.032561,9102,608,9067,1781,True,False,False,Core,2,1,3,19.0,True,True,0.47825587,0.47562793,0.44361532,True,0.0,0
38250.0,True,True,False,True,0,117409.05,4987.35,Relative,Commercial,2.0,M,False,CL,Home,0.025164,14438,303,2347,4811,True,False,False,Accountants,2,2,5,11.0,True,True,0.6752174,0.16793887,0.07396515,True,2.0,0
31500.0,True,True,False,False,1,67500.0,4129.65,Relative,Commercial,2.0,M,False,CL,Home,0.018801,9670,1031,1692,1923,True,False,True,Accountants,3,2,0,11.0,True,True,0.28606585,0.42414832,0.035356462,True,1.0,0
16200.0,True,True,False,True,0,31500.0,2488.5,Alone,Service,2.0,M,False,CL,Home,0.026392,10302,3332,4975,2920,True,False,False,High skill tech,2,2,3,9.0,True,True,0.2949325,0.69027615,0.508287,True,6.0,0
18000.0,True,False,True,True,0,53420.4,3426.75,Alone,Commercial,1.0,M,False,CL,Home,0.019689,14100,2194,29,235,True,False,False,Low-skill Laborers,2,2,3,11.0,True,True,0.79871976,0.51322865,0.57796913,True,5.0,0
20250.0,True,False,False,False,1,17829.0,1933.2,Alone,Commercial,2.0,M,False,CL,Home,0.016612,10780,3769,341,3457,True,False,False,Laborers,3,2,3,16.0,True,True,0.32320774,0.518477,0.5744466,True,0.0,0
11700.0,False,False,True,True,1,31998.15,1688.4,Alone,Service,1.0,D,False,CL,Home,0.018801,14300,1106,333,4845,True,False,False,Sales,2,2,1,8.0,True,True,0.39913878,0.42746317,0.5118918,True,0.0,0
20250.0,False,True,False,True,2,112500.0,3289.5,Relative,Service,2.0,M,False,CL,Family,0.026392,12166,3302,6303,4140,True,True,True,Laborers,4,2,6,10.0,True,True,0.34437278,0.6652845,0.5190973,True,1.0,0
12150.0,False,False,True,False,0,141718.5,4143.6,Relative,Service,1.0,M,False,CL,Home,0.022625,10312,1694,1562,664,True,False,True,Core,2,2,2,16.0,True,True,0.47544432,0.28174192,0.41184855,True,0.0,0
11250.0,False,False,False,True,0,27000.0,1350.0,Alone,Commercial,1.0,M,False,RL,Home,0.00702,8744,350,6451,1168,True,False,False,Core,2,2,2,10.0,True,True,0.38588202,0.47629336,0.7136314,True,0.0,0
22500.0,True,True,False,False,1,120600.0,3181.05,Alone,Commercial,2.0,M,False,CL,Home,0.007274,9593,1360,1288,888,True,False,True,Sales,3,2,2,17.0,True,True,0.46877375,0.50743085,0.5937176,True,0.0,0
22500.0,True,False,True,True,0,72000.0,3689.1,Alone,Service,1.0,D,False,CL,Municipal,0.009175,15405,861,7903,4428,True,True,True,Laborers,1,2,1,10.0,True,True,0.28730407,0.7058748,0.47045612,True,2.0,0
15750.0,True,False,False,False,0,7641.0,874.8,Alone,Commercial,1.0,D,False,CL,Home,0.032561,16748,145,531,295,True,False,False,Security,1,1,3,11.0,True,True,0.47448543,0.3580858,0.36896873,True,2.0,0
13500.0,False,True,False,True,0,92133.0,3509.1,Alone,Service,1.0,S,False,CL,Home,0.007305,21538,11830,14352,4917,True,False,True,IT,1,3,3,15.0,True,True,0.81828225,0.54216063,0.6848277,True,0.0,0
18000.0,False,True,True,True,0,27363.6,2719.35,Alone,Service,2.0,M,False,CL,Home,0.020713,13884,1046,4260,4560,True,False,False,Laborers,2,2,6,7.0,True,True,0.46728817,0.48146668,0.42765737,True,1.0,0
22500.0,True,True,True,False,0,44805.6,2101.5,Partner,Service,2.0,M,False,CL,Home,0.022625,17584,2945,1300,586,True,True,False,Managers,2,2,0,14.0,True,True,0.6758955,0.09629178,0.08172559,True,3.0,1
9000.0,False,False,True,True,0,67500.0,2190.6,Alone,Commercial,1.0,M,False,CL,Family,0.018209,12664,2019,3207,3233,True,False,False,Sales,2,3,3,10.0,True,True,0.3871019,0.08876194,0.32806316,True,5.0,0
15750.0,False,True,False,False,0,112950.0,4056.75,Alone,Service,1.0,D,False,CL,Home,0.008019,19420,1129,7092,2937,True,False,True,Sales,1,2,0,16.0,True,True,0.40816897,0.3613293,0.2636468,True,1.0,0
27000.0,True,True,False,False,1,90000.0,3813.3,Alone,Commercial,2.0,M,False,CL,Home,0.018029,15262,2004,8137,3315,True,True,False,Laborers,3,3,4,14.0,True,True,0.31019196,0.23581386,0.5902333,True,0.0,1
31500.0,True,False,True,True,0,173065.5,6605.1,Alone,Service,2.0,M,False,CL,Home,0.010032,15247,782,380,1872,True,False,False,Accountants,2,2,6,3.0,True,True,0.57582,0.5286389,0.3077367,True,1.0,0
15750.0,True,False,False,True,0,54504.0,2650.95,Alone,Commercial,1.0,M,False,CL,Home,0.04622,11907,2988,2639,4032,True,True,True,Core,2,1,4,11.0,True,True,0.5420852,0.61808884,0.26504943,True,0.0,0
40500.0,False,False,True,True,0,157193.1,5476.95,Alone,Govt Job,1.0,M,False,CL,Home,0.007274,13824,4760,1504,4472,True,False,True,Core,2,2,1,16.0,True,True,0.5190251,0.22053333,0.162442,True,5.0,0
15750.0,False,False,False,True,0,67500.0,1986.75,Alone,Service,2.0,M,False,CL,Home,0.010147,15476,8191,895,4056,True,False,False,Core,2,2,1,13.0,True,True,0.61128736,0.6774084,0.14916746,True,0.0,0
10800.0,False,False,False,True,1,27012.6,1392.3,Alone,Service,1.0,M,False,CL,Home,0.010147,11506,3420,1264,2552,True,False,False,Laborers,3,2,1,11.0,True,True,0.3480563,0.29506442,0.44183582,True,1.0,0
15750.0,False,False,False,False,2,157500.0,4605.3,Alone,Govt Job,1.0,M,False,CL,Home,0.0228,12121,1618,1640,2773,True,True,True,Core,4,2,2,16.0,True,True,0.5219593,0.26525635,0.39794633,True,2.0,0
13500.0,True,False,False,True,1,154602.0,4251.15,Alone,Govt Job,2.0,M,False,CL,Home,0.0228,11363,1023,5258,2928,True,False,False,Managers,3,2,4,16.0,True,True,0.64023876,0.68502516,0.4830502,True,2.0,0
9000.0,False,False,True,True,2,22500.0,1125.0,Alone,Service,2.0,D,False,RL,Home,0.010556,12826,877,970,5393,True,False,True,Security,3,3,2,12.0,True,True,0.30091733,0.5016638,0.78260785,True,1.0,0
18000.0,False,False,False,True,1,27000.0,1770.75,Alone,Govt Job,1.0,M,False,CL,Office,0.014464,9173,140,929,1560,True,False,True,High skill tech,3,2,2,8.0,True,True,0.15383895,0.28392866,0.5208976,True,0.0,0
6300.0,False,True,True,False,0,5688.0,382.95,Alone,Service,1.0,S,False,CL,Home,0.008019,23090,92,5660,3944,True,False,False,Laborers,1,2,5,15.0,True,True,0.7438479,0.086275324,0.78383243,True,0.0,0
31500.0,True,True,False,True,0,54504.0,2553.75,Relative,Service,2.0,S,False,CL,Home,0.025164,20793,6554,110,4351,True,False,False,Accountants,1,2,2,15.0,True,True,0.7001203,0.47469538,0.2608559,True,3.0,0
22500.0,False,False,False,True,0,22500.0,1095.3,Alone,Service,4.0,M,False,CL,Home,0.028663,11974,3150,6100,1639,True,True,True,Managers,2,2,5,11.0,True,True,0.5603005,0.5982012,0.3016249,True,2.0,0
31500.0,False,False,True,True,0,128835.0,3780.0,Alone,Commercial,2.0,M,False,CL,Home,0.02461,16204,1461,1046,1216,True,True,False,Managers,2,2,1,15.0,True,True,0.6572769,0.5513998,0.29558265,True,1.0,0
11250.0,False,True,False,True,0,69750.0,3729.15,Alone,Govt Job,2.0,M,False,CL,Home,0.011703,9912,1162,382,2586,True,False,True,Core,2,2,6,10.0,True,True,0.6024661,0.5907789,0.7490217,True,0.0,0
16200.0,False,False,False,True,0,146761.2,5602.95,Kids,Service,2.0,M,False,CL,Home,0.04622,16895,194,9320,415,True,False,True,High skill tech,2,1,0,11.0,True,True,0.6587668,0.42698157,0.81061804,True,0.0,0
32400.0,True,False,False,True,0,53249.4,3888.0,Alone,Service,2.0,M,False,CL,Home,0.025164,18343,862,1579,1900,True,False,False,Accountants,2,2,5,9.0,True,True,0.53559005,0.5573476,0.157595,True,5.0,0
20250.0,False,False,True,False,1,26368.65,2620.8,Alone,Commercial,1.0,M,False,CL,Home,0.072508,11989,733,5986,4377,True,False,False,Core,3,1,4,18.0,True,True,0.5762043,0.6879947,0.59892625,True,0.0,0
27000.0,False,False,True,True,0,172468.8,5428.35,Alone,Service,1.0,M,False,CL,Home,0.04622,20920,2593,445,3711,True,False,False,High skill tech,2,1,3,16.0,True,True,0.8030025,0.71960443,0.48665315,True,1.0,0
12600.0,False,False,True,False,2,133339.5,3530.25,Alone,Service,1.0,M,False,CL,Home,0.02461,12717,836,4561,3940,True,False,False,Core,4,2,4,17.0,True,True,0.61180604,0.6358384,0.6463299,True,0.0,0
13500.0,False,True,False,True,0,38250.0,1912.5,Alone,Service,2.0,S,False,RL,Home,0.030755,15399,8122,5997,3009,True,False,True,Medicine,1,2,3,12.0,True,True,0.35257682,0.6126024,0.35233998,True,1.0,0
24750.0,True,False,True,True,0,36000.0,2632.5,Alone,Commercial,1.0,M,False,CL,Home,0.026392,12557,684,6697,4742,True,False,False,Managers,2,2,1,15.0,True,True,0.53602755,0.628307,0.44183582,True,3.0,0
12825.0,False,False,True,False,0,31500.0,2437.65,Alone,Service,1.0,M,False,CL,Home,0.031329,20818,2338,1090,3023,True,True,False,Laborers,2,2,0,18.0,True,True,0.4730045,0.6187958,0.37910047,True,4.0,0
11250.0,False,False,True,False,0,83538.0,3552.3,Alone,Service,1.0,M,False,CL,Home,0.035792,21646,355,2308,4674,True,False,False,Accountants,2,2,1,14.0,True,True,0.8820539,0.65425044,0.51369375,True,6.0,0
22500.0,True,False,False,False,0,125568.0,3942.45,Alone,Service,2.0,W,False,CL,Home,0.010966,19129,3046,6358,2298,True,True,True,Managers,1,2,5,19.0,True,True,0.84629166,0.6643099,0.6195277,True,3.0,0
18000.0,True,False,True,True,0,59977.8,2554.2,Alone,Commercial,1.0,M,False,CL,Home,0.031329,14751,4285,6314,4662,True,False,False,Realty agents,2,2,3,10.0,True,True,0.4241509,0.5186517,0.40487838,True,1.0,0
9000.0,False,False,True,True,0,9000.0,876.6,Alone,Service,1.0,M,False,CL,Home,0.009657,18854,3463,7614,2285,True,True,False,Sales,2,2,0,16.0,True,True,0.64936095,0.16335434,0.48485148,True,3.0,0
20250.0,True,True,True,False,0,90000.0,2488.05,Alone,Service,1.0,M,False,CL,Home,0.026392,14042,553,8050,441,True,False,False,Laborers,2,2,3,17.0,True,True,0.7001129,0.5908793,0.30314636,True,2.0,0
20250.0,False,True,True,False,0,18000.0,1422.0,Alone,Commercial,2.0,M,False,CL,Home,0.035792,14702,3304,4728,4735,True,False,True,Managers,2,2,1,11.0,True,True,0.44993618,0.6905192,0.41010258,True,3.0,0
12825.0,True,False,False,True,0,23985.0,2385.0,Alone,Service,1.0,M,False,CL,Home,0.020246,17320,423,7387,868,True,True,True,Drivers,2,3,4,11.0,True,True,0.7706583,0.78072965,0.7463002,True,3.0,0
22500.0,False,False,True,False,2,72846.0,5069.7,Alone,Service,2.0,M,False,CL,Home,0.032561,11281,1744,1585,3885,True,True,False,Core,4,1,2,17.0,True,True,0.6055276,0.7968374,0.2940831,True,1.0,0
54000.0,True,False,False,True,0,78192.0,4005.45,Alone,Service,1.0,M,False,CL,Home,0.04622,13499,3000,4392,1974,True,False,False,Medicine,2,1,5,12.0,True,True,0.6503465,0.28589788,0.12451947,True,6.0,0
31500.0,False,False,False,False,0,135000.0,4106.25,Alone,Service,2.0,M,False,CL,Home,0.01452,11394,2642,4886,2177,True,False,False,High skill tech,2,2,1,16.0,True,True,0.6577905,0.5279414,0.34905526,True,0.0,1
11250.0,True,False,True,False,1,107820.0,3165.3,Alone,Govt Job,1.0,M,False,CL,Municipal,0.008068,14916,6536,3199,4995,True,True,True,Medicine,3,3,5,4.0,True,True,0.6202675,0.45786482,0.3376727,True,0.0,0
18000.0,True,False,False,True,3,67500.0,3127.95,Partner,Service,1.0,M,False,CL,Home,0.025164,13358,2605,468,4472,True,True,True,Drivers,5,2,1,15.0,True,True,0.49958515,0.51075363,0.8599242,True,2.0,0
7155.0,False,False,True,True,0,9594.0,948.6,Alone,Govt Job,1.0,M,False,CL,Home,0.025164,12593,6020,2686,3560,True,True,True,Medicine,2,2,1,13.0,True,True,0.3378822,0.171116,0.6801388,True,0.0,0
14400.0,False,False,False,True,1,59590.35,2879.55,Alone,Service,1.0,M,False,CL,Home,0.020246,10420,957,4963,3009,True,False,False,Core,3,3,3,10.0,True,True,0.26639032,0.26990187,0.5316861,True,7.0,0
11250.0,True,True,True,True,0,11250.0,692.55,Kids,Service,1.0,D,False,CL,Home,0.028663,16125,6204,7614,4761,True,False,False,Security,1,2,2,10.0,True,True,0.46942976,0.5288514,0.367291,True,2.0,1
13500.0,False,True,False,False,0,197107.2,6851.25,Alone,Commercial,1.0,M,False,CL,Home,0.008068,13468,3641,6961,4258,True,True,False,Sales,2,3,4,14.0,True,True,0.5723705,0.3588502,0.7062051,True,1.0,0
15750.0,False,False,False,True,0,27000.0,1378.35,Alone,Service,1.0,S,False,CL,Home,0.026392,9006,855,364,1684,True,False,False,Drivers,1,2,2,19.0,True,True,0.7779522,0.50171304,0.043525808,True,0.0,1
25200.0,False,True,False,True,2,29851.2,2172.15,Alone,Commercial,2.0,M,False,CL,Home,0.032561,13445,2625,6523,3331,True,False,True,High skill tech,4,1,2,17.0,True,True,0.6583912,0.59857434,0.2881296,True,0.0,0
67500.0,True,False,True,False,0,28440.0,2259.9,Alone,Service,1.0,M,False,CL,Home,0.010006,18444,2190,974,1918,True,True,True,Laborers,2,2,5,11.0,True,True,0.41059908,0.65985787,0.50107515,True,3.0,0
40500.0,False,False,True,False,1,52649.1,3377.7,Relative,Commercial,2.0,S,False,CL,Home,0.04622,12277,2588,6418,4953,True,False,False,Core,2,1,3,15.0,True,True,0.11661056,0.75507003,0.4382814,True,3.0,0
24750.0,True,False,False,False,0,13032.0,1381.5,Alone,Commercial,1.0,S,False,CL,Municipal,0.072508,19016,579,11447,2557,True,False,False,Drivers,1,1,5,15.0,True,True,0.70942616,0.7032621,0.5549468,True,0.0,0
27000.0,True,True,True,False,1,111384.0,4371.3,Partner,Service,1.0,M,False,CL,Home,0.006008,13480,1849,2371,3963,True,False,True,Drivers,3,2,2,18.0,True,True,0.41762918,0.70809,0.63637614,True,0.0,0
27000.0,True,False,False,True,2,224165.25,8307.45,Others,Commercial,2.0,M,False,CL,Home,0.019101,11146,1152,1356,3780,True,True,False,High skill tech,4,2,3,15.0,True,True,0.12497778,0.50579655,0.43296167,True,0.0,0
13500.0,False,False,False,True,2,58500.0,2925.0,Partner,Service,2.0,M,False,RL,Municipal,0.006008,13143,928,7022,4957,True,False,True,Accountants,4,2,6,12.0,True,True,0.8119525,0.76327735,0.7435593,True,1.0,0
15750.0,False,False,True,True,0,65672.55,3783.15,Relative,Commercial,1.0,M,False,CL,Home,0.030755,17843,6182,7827,1366,True,False,False,Sales,2,2,6,13.0,True,True,0.6078309,0.6288482,0.5620605,True,0.0,0
13500.0,True,False,False,True,0,67500.0,3260.25,Alone,Commercial,1.0,M,False,CL,Home,0.028663,14288,1217,8358,4671,True,False,False,Laborers,2,2,5,15.0,True,True,0.7769933,0.669072,0.2636468,True,0.0,0
18000.0,False,False,True,False,1,45450.0,2550.6,Alone,Commercial,2.0,M,False,CL,Home,0.020246,14009,268,7700,974,True,True,False,Managers,3,3,4,10.0,True,True,0.72039515,0.53561294,0.6161217,True,1.0,0
15750.0,True,False,False,True,0,96114.6,2823.3,Alone,nan,2.0,M,False,CL,Home,0.018634,13290,1970,7346,1262,True,False,False,Managers,2,2,6,11.0,True,True,0.6145778,0.43670854,0.66102356,True,0.0,0
13500.0,False,False,True,True,2,33924.15,1662.75,Relative,Service,1.0,M,False,CL,Home,0.010006,14964,2198,4168,3147,True,False,False,Private service,4,2,1,10.0,True,True,0.504133,0.65143543,0.46865967,True,5.0,1
22500.0,False,True,True,True,0,141718.5,3751.2,Alone,Service,2.0,D,False,CL,Home,0.018634,15096,594,658,4050,True,False,False,Managers,1,2,2,14.0,True,True,0.4548984,0.17101367,0.22508687,True,0.0,0
20250.0,False,False,False,True,0,27000.0,1350.0,Alone,Commercial,2.0,S,False,RL,Home,0.032561,10118,855,9000,107,True,False,True,Laborers,1,1,1,9.0,True,True,0.5031408,0.66842765,0.75037515,True,2.0,0
11250.0,False,False,False,True,0,24750.0,1653.75,Alone,Service,2.0,M,False,CL,Home,0.006671,16191,2784,7380,3937,True,True,True,Laborers,2,2,4,19.0,True,True,0.48940805,0.4773844,0.26224896,True,4.0,0
22500.0,False,False,False,True,0,51856.2,2664.45,Alone,Service,1.0,M,False,CL,Home,0.010147,13466,1300,6395,4083,True,False,False,Managers,2,2,1,17.0,True,True,0.76338303,0.6053385,0.24585122,True,3.0,0
18000.0,True,False,False,True,1,80865.0,3146.4,Alone,Service,1.0,M,False,CL,Home,0.002506,14608,2460,3755,761,True,False,False,Sales,3,2,1,5.0,True,True,0.39596313,0.722424,0.71949077,True,0.0,0
20250.0,True,False,True,False,0,51856.2,2507.85,Alone,Service,1.0,M,False,CL,Home,0.020713,11846,872,1191,4376,True,False,False,Laborers,2,2,3,9.0,True,True,0.09817238,0.28412876,0.7421816,True,3.0,0
22500.0,False,False,False,True,0,73001.7,2793.6,Alone,Service,1.0,M,False,CL,Home,0.00733,8471,1247,1402,1125,True,False,False,Laborers,2,2,6,13.0,True,True,0.21647578,0.6614218,0.6127042,True,2.0,0
15750.0,True,False,True,False,0,80798.4,2670.3,Relative,Commercial,1.0,M,False,CL,Home,0.019101,11130,2546,1856,2745,True,False,False,Sales,2,2,6,11.0,True,True,0.37480977,0.66057897,0.6722429,True,4.0,0
11250.0,True,False,False,True,2,34128.0,2293.65,Alone,Service,2.0,M,False,CL,Home,0.007305,13523,642,379,4831,True,False,False,Laborers,4,3,6,8.0,True,True,0.21603082,0.5627034,0.42236966,True,5.0,0
36000.0,True,True,False,True,0,134550.0,3712.95,Alone,Commercial,2.0,M,False,CL,Family,0.032561,13568,1512,6282,4461,True,True,True,Managers,2,1,0,12.0,True,True,0.32296607,0.7029928,0.5460232,True,4.0,0
18000.0,False,True,True,False,0,45000.0,2201.85,Alone,Govt Job,2.0,M,False,CL,Home,0.010006,18560,4908,5155,2089,True,True,False,Medicine,2,2,6,16.0,True,True,0.45452797,0.27713197,0.53707,True,2.0,0
9000.0,False,False,True,True,0,22950.0,1533.6,Alone,Service,2.0,M,False,CL,Family,0.028663,10651,599,4540,2897,True,True,True,Core,2,2,2,9.0,True,True,0.21198806,0.59478533,0.4614824,True,2.0,0
29250.0,True,False,True,True,0,75519.0,3645.9,Alone,Service,1.0,M,False,CL,Home,0.008019,21212,1095,11477,4287,True,False,False,Managers,2,2,6,10.0,True,True,0.6700047,0.5911806,0.26504943,True,8.0,0
45000.0,False,False,False,True,0,75184.2,3851.55,Alone,Commercial,1.0,S,False,CL,Home,0.072508,19049,1607,4381,2583,True,False,False,Security,1,1,2,17.0,True,True,0.92571807,0.7121099,0.8160924,True,4.0,0
13500.0,False,True,True,True,1,20250.0,1012.5,Alone,Service,2.0,M,False,RL,Home,0.01885,19474,9437,9967,3008,True,True,True,Accountants,3,2,2,17.0,True,True,0.6436967,0.5736694,0.70470643,True,2.0,0
13500.0,False,False,False,True,0,128835.0,4169.25,Alone,Govt Job,1.0,M,False,CL,Home,0.014464,9358,2067,205,1024,True,False,False,Sales,2,2,5,3.0,True,True,0.26639205,0.5657573,0.21155076,True,1.0,1
22500.0,True,False,True,True,1,154058.84,6370.65,Alone,Service,2.0,M,False,CL,Home,0.018029,10944,3138,1615,1672,True,False,True,Core,3,2,0,10.0,True,True,0.38405284,0.59509623,0.6512602,True,1.0,0
15750.0,True,True,False,True,2,112950.0,3315.6,Partner,Service,1.0,M,False,CL,Home,0.028663,14071,4091,3030,4179,True,True,True,Core,4,2,4,12.0,True,True,0.489048,0.62713677,0.51369375,True,0.0,0
9000.0,True,True,True,True,0,39150.0,1488.6,Alone,Service,1.0,M,False,CL,Home,0.01452,21664,354,2755,2516,True,False,True,Security,2,2,2,9.0,True,True,0.49277702,0.26852086,0.6785677,True,9.0,0
22500.0,False,False,True,False,2,23985.0,2583.0,Alone,Commercial,2.0,M,False,CL,Home,0.04622,10933,2926,4127,1905,True,True,False,Managers,4,1,1,10.0,True,True,0.55161345,0.64845526,0.0878807,True,2.0,0
22500.0,True,True,False,True,1,68501.25,3510.45,Alone,nan,1.0,M,False,CL,Home,0.025164,16084,2741,554,3129,True,False,False,Accountants,3,2,3,13.0,True,True,0.7750729,0.5397931,0.6496203,True,1.0,0
18000.0,True,False,True,False,1,105129.45,3087.0,Alone,Commercial,1.0,M,False,CL,Municipal,0.018801,15934,3328,5073,5086,True,False,False,Cleaning,3,2,2,11.0,True,True,0.52653176,0.37227887,0.52629495,True,2.0,0
9000.0,False,False,False,False,0,56890.8,2649.15,Relative,Service,0.0,M,False,CL,Home,0.019101,11332,985,884,3725,True,True,False,Laborers,2,2,2,17.0,True,True,0.6579039,0.13475342,0.58674,True,3.0,0
22500.0,False,False,True,True,0,71700.3,2326.05,Alone,Service,2.0,S,False,CL,Home,0.010556,15334,5113,9436,4073,True,False,True,Medicine,1,3,5,12.0,True,True,0.5085387,0.65147513,0.6738301,True,3.0,0
24750.0,False,False,True,True,0,180000.0,6269.85,Alone,Commercial,2.0,M,False,CL,Home,0.015221,13354,1557,3157,173,True,False,True,Laborers,2,2,2,12.0,True,True,0.6437879,0.3149026,0.5744466,True,2.0,0
58500.0,False,False,False,True,0,74628.0,5443.65,Alone,Commercial,2.0,M,False,CL,Home,0.032561,14717,794,6628,5831,True,False,True,Managers,2,1,1,12.0,True,True,0.29303178,0.61241037,0.06337536,True,1.0,0
12600.0,False,True,False,False,2,4500.0,373.5,Alone,Service,1.0,M,False,CL,Home,0.02461,10088,1797,1197,386,True,True,True,High skill tech,4,2,3,14.0,True,True,0.28042027,0.3146479,0.6144144,True,4.0,0
9000.0,False,True,False,True,1,54504.0,2553.75,Alone,Service,1.0,M,False,CL,Home,0.020713,11552,523,1546,3387,True,False,False,Core,3,3,3,14.0,True,True,0.59953666,0.3319247,0.3016249,True,2.0,1
9000.0,False,False,False,False,0,37350.0,998.1,Alone,Service,1.0,S,False,CL,Home,0.005002,8641,446,5250,1046,True,True,False,Sales,1,3,5,11.0,True,True,0.1626671,0.3074595,0.23791608,True,0.0,0
81000.0,True,True,True,True,0,90000.0,4500.0,Relative,Service,1.0,M,False,RL,Home,0.031329,16585,3256,7948,46,True,False,False,Managers,2,2,5,14.0,True,True,0.6260568,0.6791167,0.14375806,True,2.0,0
13500.0,False,False,True,True,1,75519.0,3212.55,Alone,Service,2.0,M,False,CL,Home,0.018801,16220,205,2705,1578,True,False,True,Secretaries,3,2,1,13.0,True,True,0.8181863,0.30965695,0.8160924,True,0.0,0
18000.0,True,False,True,False,0,72979.2,3523.95,Alone,Commercial,1.0,S,False,CL,Family,0.0228,15496,891,1767,4067,True,False,False,Laborers,1,2,3,12.0,True,True,0.33473915,0.7419408,0.4974689,True,2.0,0
22500.0,True,False,False,True,1,54449.1,1756.35,Alone,Commercial,1.0,M,False,CL,Home,0.010966,10332,403,4975,2997,True,False,False,Managers,3,2,2,15.0,True,True,0.40106526,0.65398824,0.50468135,True,5.0,1
11250.0,False,False,True,True,0,28440.0,2259.9,Alone,Service,1.0,M,False,CL,Home,0.009657,11094,778,11063,1588,True,False,False,Laborers,2,2,1,17.0,True,True,0.14939687,0.28889394,0.086161666,True,2.0,0
11250.0,False,True,True,False,1,104256.0,3458.7,Relative,Service,1.0,M,False,CL,Home,0.006008,12072,3456,5609,3677,True,False,False,Core,3,2,3,11.0,True,True,0.361554,0.695548,0.43473324,True,3.0,0
24750.0,True,True,False,True,0,176714.55,6743.7,Relative,Commercial,1.0,M,False,CL,Home,0.04622,14905,1600,1050,1395,True,False,False,Medicine,2,1,4,11.0,True,True,0.34482998,0.70402366,0.62799084,True,2.0,0
22500.0,False,False,True,True,1,23985.0,2531.7,Alone,Govt Job,2.0,M,False,CL,Home,0.019689,13398,5322,2379,5356,True,False,False,Core,3,2,1,10.0,True,True,0.4168984,0.42462376,0.6075573,True,2.0,0
29250.0,False,True,True,True,1,118512.0,4625.1,Alone,Service,1.0,S,False,CL,Home,0.018801,14523,1559,1740,2622,True,False,False,Cleaning,2,2,1,14.0,True,True,0.36057314,0.09889735,0.3062023,True,7.0,0
15750.0,False,True,True,False,0,121500.0,3552.3,Relative,Commercial,1.0,M,False,CL,Home,0.035792,10807,1584,2280,1476,True,True,True,Medicine,2,2,1,13.0,True,True,0.5970043,0.64356965,0.71803284,True,1.0,0
11250.0,False,True,False,True,0,31500.0,1575.0,Alone,Commercial,1.0,M,False,RL,Home,0.0105,14704,3468,720,3464,True,False,False,Sales,2,3,1,11.0,True,True,0.523309,0.55818367,0.6817059,True,3.0,0
18000.0,False,False,True,True,1,90000.0,4183.65,Alone,nan,2.0,M,False,CL,Home,0.019689,13662,3071,737,4168,True,False,False,Managers,3,2,1,10.0,True,True,0.42147598,0.5532274,0.6075573,True,4.0,0
36000.0,False,False,True,False,2,26064.0,2683.8,Alone,Commercial,1.0,M,False,CL,Home,0.007274,14239,2914,8366,5553,True,False,False,Medicine,4,2,2,17.0,True,True,0.59355,0.5665146,0.42061096,True,0.0,0
8100.0,False,True,True,True,0,45000.0,2097.9,Alone,Service,1.0,M,False,CL,Family,0.026392,10607,3635,4159,3070,True,True,True,Core,2,2,5,14.0,True,True,0.24082986,0.37868345,0.6446794,True,1.0,0
103500.0,True,False,False,True,0,269550.0,7425.45,Alone,Commercial,2.0,D,False,CL,Home,0.04622,10871,490,2204,2415,True,True,True,Accountants,1,1,3,13.0,True,True,0.5021221,0.5811075,0.42413032,True,0.0,0
17100.0,False,False,False,True,0,29577.6,1903.05,Alone,Commercial,1.0,S,False,CL,Home,0.022625,15031,4849,3439,4536,True,False,False,Laborers,1,2,4,13.0,True,True,0.7138395,0.63676953,0.6722429,True,2.0,0
18000.0,False,True,True,True,0,45450.0,3232.35,Alone,Service,1.0,M,False,CL,Home,0.028663,18673,2738,3989,2208,True,True,True,Laborers,2,2,4,9.0,True,True,0.52439594,0.6070716,0.48485148,True,3.0,0
11250.0,True,False,False,False,2,30220.65,1413.45,Alone,Service,1.0,M,False,CL,Home,0.030755,13533,665,1881,589,True,False,False,Laborers,4,2,5,11.0,True,True,0.3481987,0.78126454,0.43296167,True,1.0,0
18000.0,False,False,False,True,0,29650.5,2732.4,Kids,Service,1.0,S,False,CL,Home,0.022625,21690,1328,7536,4375,True,False,False,Laborers,1,2,2,9.0,True,True,0.27640867,0.74567443,0.70018387,True,2.0,0
12375.0,True,True,True,True,0,6750.0,814.05,Alone,Service,2.0,M,False,CL,Home,0.003122,10221,1192,148,2895,True,True,False,Sales,2,3,2,12.0,True,True,0.62135994,0.28589788,0.3539876,True,0.0,0
18000.0,True,False,True,True,1,33883.2,2911.5,Alone,Service,1.0,M,False,CL,Home,0.008019,14959,1976,8271,5323,True,False,True,Laborers,3,2,1,15.0,True,True,0.7519028,0.70838374,0.50107515,True,1.0,0
18000.0,False,False,False,False,2,22500.0,1503.45,Alone,Govt Job,1.0,M,False,CL,Home,0.006671,11728,2383,4021,1644,True,False,False,Laborers,4,2,4,12.0,True,True,0.3386004,0.6780579,0.3842068,True,0.0,0
11250.0,False,True,False,True,4,11700.0,1260.0,Partner,Service,1.0,M,False,CL,Home,0.028663,13022,876,4631,4162,True,False,False,Laborers,6,2,6,12.0,True,True,0.6646435,0.22650687,0.4920601,True,7.0,0
15750.0,False,False,False,True,2,46621.35,3737.7,Alone,Commercial,2.0,M,False,CL,Home,0.018801,13781,1462,7853,5210,True,False,False,Cooking,4,2,1,8.0,True,True,0.27744767,0.45822853,0.37571102,True,2.0,0
6750.0,False,False,False,True,2,22950.0,1565.55,Alone,Service,1.0,M,False,CL,Home,0.020246,15052,2512,4781,5284,True,False,True,Laborers,4,3,4,9.0,True,True,0.26444972,0.4648205,0.75574005,True,2.0,0
20250.0,True,True,False,True,1,94342.5,2771.55,Alone,Commercial,2.0,M,False,CL,Home,0.018029,10222,296,749,1577,True,False,False,Medicine,3,3,5,6.0,True,True,0.60944587,0.5384782,0.3360615,True,1.0,0
54000.0,True,False,False,False,0,71509.5,5359.5,Alone,Commercial,1.0,S,False,CL,Rental,0.04622,10499,1727,56,2198,True,False,False,Sales,1,1,4,11.0,True,True,0.29545116,0.7052297,0.49566582,True,2.0,0
22500.0,False,False,True,False,1,134550.0,4999.05,Alone,Commercial,2.0,M,False,CL,Home,0.018634,17881,808,1317,1429,True,False,False,Accountants,3,2,4,20.0,True,True,0.7568638,0.57567376,0.8128226,True,2.0,0
22380.75,True,True,False,False,0,48564.0,3199.95,Alone,Commercial,2.0,S,False,CL,Family,0.072508,9399,1383,4197,2083,True,True,False,Managers,1,1,4,10.0,True,True,0.26401666,0.526377,0.2636468,True,0.0,0
13050.0,False,True,False,True,1,91166.85,3287.7,Alone,Service,2.0,M,False,CL,Home,0.008474,15059,3491,67,5536,True,False,True,Core,3,2,2,17.0,True,True,0.8687359,0.4787703,0.7091891,True,0.0,0
15750.0,False,False,False,False,2,38053.35,2510.1,Alone,Commercial,1.0,M,False,CL,Home,0.025164,15878,168,2267,4264,True,False,True,Cooking,4,2,6,10.0,True,True,0.72070664,0.31283054,0.8128226,True,0.0,0
33750.0,True,False,True,True,1,49049.55,2933.55,Alone,Commercial,1.0,M,False,CL,Home,0.04622,14159,1576,4534,4854,True,False,False,High skill tech,3,1,0,13.0,True,True,0.4309723,0.6660729,0.3656165,True,1.0,0
16650.0,True,False,False,True,0,72846.0,4350.6,Alone,Service,1.0,M,False,CL,Home,0.022625,18077,3844,8840,1612,True,False,False,High skill tech,2,2,1,16.0,True,True,0.8418029,0.55715877,0.824595,True,0.0,0
26100.0,True,False,True,False,1,154602.0,4078.35,Alone,nan,1.0,M,False,CL,Home,0.009657,15695,1663,2794,4436,True,True,True,High skill tech,3,2,6,12.0,True,True,0.7217215,0.56080836,0.622922,True,0.0,0
15750.0,True,True,False,False,1,48819.6,1412.1,Alone,Service,1.0,M,False,CL,Home,0.008474,8591,423,3441,1251,True,False,False,IT,3,2,6,11.0,True,True,0.14297971,0.45466945,0.21885908,True,0.0,1
11250.0,False,False,True,True,0,57362.85,2671.2,Alone,Commercial,1.0,M,False,CL,Home,0.01885,16155,1930,832,3870,True,False,False,Sales,2,2,3,9.0,True,True,0.49709246,0.64183724,0.46865967,True,4.0,0
11250.0,False,False,True,True,0,41479.2,1840.05,Alone,Service,1.0,W,False,CL,Home,0.010032,17147,3654,5326,356,True,False,False,Cleaning,1,2,3,6.0,True,True,0.5753644,0.64206845,0.5954562,True,2.0,0
9900.0,False,False,True,True,0,45450.0,1502.1,Alone,Govt Job,2.0,M,False,CL,Home,0.031329,18563,8284,8324,1806,True,True,True,Laborers,2,2,3,9.0,True,True,0.5395563,0.6125038,0.6986675,True,2.0,0
36000.0,False,False,False,True,1,53910.0,2937.6,Alone,Commercial,2.0,M,False,CL,Home,0.035792,13569,571,7629,4972,True,True,False,Core,3,2,4,16.0,True,True,0.70008504,0.28589788,0.14375806,True,1.0,0
20250.0,False,False,False,True,1,154086.75,4250.25,Alone,Service,2.0,M,False,CL,Home,0.006852,15335,1744,4597,4576,True,False,True,Medicine,3,3,1,6.0,True,True,0.6623977,0.4345043,0.71215516,True,1.0,0
27000.0,True,False,False,True,2,72846.0,5768.55,Others,Service,1.0,M,False,CL,Home,0.02461,14967,847,2528,3362,True,False,False,Sales,4,2,4,14.0,True,True,0.568914,0.5809531,0.36061257,True,0.0,0
40500.0,True,False,False,True,2,49752.0,5292.0,Alone,Service,2.0,M,False,CL,Home,0.00702,13057,5848,1008,4591,True,False,True,Core,4,2,2,10.0,True,True,0.21881628,0.76106954,0.36061257,True,1.0,0
8100.0,False,False,False,False,1,59848.65,1990.8,Alone,Govt Job,1.0,M,False,CL,Rental,0.010643,15255,6037,7045,5499,True,True,False,Medicine,3,2,0,18.0,True,True,0.41748515,0.7247072,0.4920601,True,0.0,0
58500.0,False,True,False,True,0,137937.6,3806.1,Alone,Commercial,2.0,M,False,CL,Home,0.072508,17249,5520,9925,801,True,False,False,Managers,2,1,4,14.0,True,True,0.66212285,0.6974663,0.3539876,True,2.0,0
13050.0,False,True,True,False,0,42750.0,1624.5,Alone,Service,1.0,M,False,CL,Home,0.01452,10871,1046,1057,3468,True,True,False,Drivers,2,2,6,8.0,True,True,0.22638607,0.34202784,0.5954562,True,0.0,0
18000.0,True,False,True,False,0,168726.6,6439.5,Alone,Service,1.0,M,False,CL,Home,0.003818,19802,928,10634,3333,True,False,False,Drivers,2,2,4,3.0,True,True,0.69983995,0.6196723,0.79226446,True,0.0,0
17100.0,True,False,True,False,1,78192.0,3152.25,Alone,Commercial,2.0,S,False,CL,Home,0.025164,11360,3366,888,3998,True,False,False,Laborers,2,2,2,8.0,True,True,0.66593283,0.71355575,0.6754133,True,2.0,0
18000.0,False,False,False,True,0,27000.0,1350.0,Alone,Service,1.0,S,False,RL,Municipal,0.00496,16264,884,10266,3997,True,False,True,Sales,1,2,6,14.0,True,True,0.61998427,0.6207128,0.74079907,True,1.0,0
20250.0,True,True,True,True,0,110250.0,3223.35,Alone,Commercial,1.0,M,False,CL,Home,0.00702,15196,1518,2860,4507,True,False,False,Managers,2,2,2,10.0,True,True,0.7329675,0.70224804,0.8061493,True,7.0,0
20250.0,False,True,True,True,1,31500.0,1575.0,Alone,Service,1.0,S,False,RL,Home,0.019689,15249,7595,9315,3520,True,False,False,Drivers,2,2,3,8.0,True,True,0.7981536,0.57879025,0.39621958,True,3.0,0
18000.0,False,False,False,True,0,152820.0,5311.8,Alone,Commercial,1.0,W,False,CL,Home,0.02461,19886,4844,1730,3366,True,False,True,High skill tech,1,2,2,10.0,True,True,0.5183829,0.6873795,0.2580842,True,4.0,0
8100.0,False,False,False,True,2,18765.9,2135.25,Alone,Service,1.0,M,False,CL,Home,0.018029,15342,3559,1548,3691,True,False,False,Sales,4,2,4,10.0,True,True,0.40922853,0.15357058,0.563835,True,1.0,0
13500.0,False,True,True,True,0,33294.6,1818.9,Alone,Service,1.0,S,False,CL,Home,0.031329,18972,4612,890,2451,True,False,False,Laborers,1,2,6,14.0,True,True,0.7652254,0.6255144,0.3062023,True,2.0,0
15750.0,True,True,True,True,1,73291.5,7893.45,Relative,Commercial,1.0,M,False,CL,Home,0.011703,15651,1644,4517,4605,True,False,False,Managers,3,2,4,13.0,True,True,0.40947857,0.7269136,0.5902333,True,1.0,0
13500.0,False,True,False,True,1,113374.8,3327.75,Alone,Service,1.0,S,False,CL,Home,0.019689,13457,4912,2189,3839,True,True,False,Security,2,2,0,9.0,True,True,0.2438552,0.27772814,0.5226973,True,1.0,0
13500.0,False,False,False,True,2,45000.0,2889.0,Alone,Service,1.0,M,False,CL,Home,0.018209,13892,207,391,4322,True,False,False,Laborers,4,3,0,11.0,True,True,0.3302974,0.57952577,0.2580842,True,0.0,0
15750.0,True,False,True,True,1,79755.75,2648.7,Alone,Commercial,1.0,M,False,CL,Home,0.025164,15984,522,7626,3545,True,False,True,Sales,3,2,5,11.0,True,True,0.3659196,0.25456902,0.16942872,True,3.0,0
11250.0,False,False,True,False,2,90000.0,2631.6,Alone,Service,1.0,S,False,CL,Home,0.020246,10402,795,795,3036,True,False,False,Laborers,3,3,0,13.0,True,True,0.23421533,0.24652155,0.391055,True,5.0,1
13500.0,True,False,True,False,1,92700.0,2458.35,Others,Commercial,2.0,M,False,CL,Home,0.031329,11978,739,11928,566,True,False,False,Sales,3,2,5,12.0,True,True,0.4372522,0.42733473,0.49927202,True,0.0,0
18000.0,False,False,False,False,1,67950.0,2245.5,Alone,Commercial,2.0,S,False,CL,Family,0.030755,13354,1450,7352,2362,True,False,True,Core,2,2,3,18.0,True,True,0.4581267,0.6506306,0.7062051,True,1.0,0
22500.0,True,False,False,True,0,90000.0,4329.9,Alone,Service,2.0,M,False,CL,Municipal,0.032561,14605,2304,2495,4820,True,False,True,Managers,2,1,5,14.0,True,True,0.64010435,0.6568083,0.45610973,True,2.0,0
11250.0,True,False,True,False,0,24750.0,1237.5,Alone,Commercial,2.0,M,False,RL,Municipal,0.010556,16977,2641,1413,520,True,False,False,Core,2,3,4,13.0,True,True,0.7677694,0.4580928,0.5937176,True,0.0,0
18000.0,True,True,True,True,2,45000.0,2201.85,Alone,Service,1.0,M,False,CL,Home,0.0228,15933,2233,2451,1386,True,False,False,Managers,4,2,5,13.0,True,True,0.39581728,0.7038413,0.6496203,True,0.0,0
42750.0,True,False,False,True,0,180000.0,4761.45,Alone,Service,1.0,M,False,CL,Home,0.008575,16564,2389,8922,104,True,False,False,High skill tech,2,2,2,10.0,True,True,0.792259,0.7564223,0.8083936,True,3.0,0
13500.0,False,False,True,True,2,59256.0,4021.65,Alone,Service,1.0,M,False,CL,Home,0.010006,10881,2299,1491,1560,True,False,False,Sales,4,1,4,13.0,True,True,0.32893208,0.07353652,0.13426542,True,0.0,0
11250.0,False,True,True,False,0,135000.0,3947.4,Alone,Service,2.0,M,False,CL,Home,0.018634,13104,2721,11959,4643,True,False,True,Accountants,2,2,4,8.0,True,True,0.67490137,0.5013358,0.57091653,True,0.0,0
26100.0,True,False,True,True,0,70172.1,3388.95,Partner,Commercial,1.0,M,False,CL,Home,0.018029,17796,746,3517,1332,True,False,False,Realty agents,2,3,6,8.0,True,True,0.5458261,0.13168305,0.6006575,True,5.0,1
14850.0,True,True,True,False,1,94230.0,3664.35,Alone,nan,1.0,M,False,CL,Municipal,0.032561,13239,1024,2419,377,True,False,True,High skill tech,3,1,2,13.0,True,True,0.52069753,0.6543494,0.42236966,True,2.0,0
27000.0,False,False,False,False,0,45000.0,2297.7,Alone,Service,2.0,D,False,CL,Municipal,0.072508,13391,1409,7361,4406,True,True,True,Accountants,1,1,5,15.0,True,True,0.5104827,0.71384174,0.4830502,True,5.0,0
22500.0,True,False,False,True,1,40500.0,2025.0,Alone,Service,2.0,M,False,RL,Home,0.022625,16434,1009,3217,3217,True,False,False,Core,3,2,1,13.0,True,True,0.6746608,0.7399639,0.5902333,True,1.0,0
35100.0,False,True,True,False,0,75474.0,2924.55,Alone,Service,2.0,D,False,CL,Home,0.007274,15500,427,6011,4410,True,True,True,Secretaries,1,2,1,17.0,True,True,0.3937876,0.6335162,0.61782616,True,3.0,0
27000.0,False,False,True,True,0,24300.0,2416.5,Alone,Commercial,2.0,M,False,CL,Office,0.010643,12983,807,7068,123,True,False,False,Laborers,2,2,1,15.0,True,True,0.34885302,0.6118444,0.6956219,True,0.0,0
27000.0,False,True,True,True,0,45000.0,3495.6,Alone,Service,1.0,M,False,CL,Home,0.018029,13207,4521,605,3052,True,False,True,Laborers,2,3,4,9.0,True,True,0.27239418,0.324471,0.7267112,True,2.0,0
18000.0,True,True,True,False,1,31343.85,1667.25,Alone,Govt Job,2.0,S,False,CL,Home,0.00702,14481,726,4140,1358,True,False,False,Core,2,2,5,14.0,True,True,0.52258563,0.39992747,0.5316861,True,1.0,0
11250.0,False,False,False,False,1,22500.0,1754.1,Alone,Govt Job,2.0,M,False,CL,Home,0.04622,10445,1942,4726,1550,True,True,False,Core,3,1,4,13.0,True,True,0.13689515,0.063640885,0.10684195,True,0.0,0
41850.0,True,False,False,True,1,80798.4,3157.65,Alone,Service,1.0,M,False,CL,Home,0.04622,17718,3501,10810,1259,True,False,False,Sales,3,1,1,9.0,True,True,0.42825386,0.7121368,0.5937176,True,2.0,0
15750.0,True,False,True,True,0,90450.0,4819.05,Alone,Service,1.0,M,False,CL,Home,0.01452,16700,3066,3440,236,True,False,False,Drivers,2,2,1,12.0,True,True,0.60370606,0.7208294,0.5814837,True,1.0,0
15750.0,True,False,True,True,0,152540.55,4194.45,Alone,Service,2.0,M,False,CL,Home,0.030755,13531,305,3478,1444,True,False,False,Managers,2,2,4,14.0,True,True,0.7481025,0.7102864,0.72094417,True,0.0,0
9000.0,False,True,True,False,0,58500.0,2576.7,Alone,Govt Job,1.0,M,False,CL,Home,0.011703,20062,2773,4307,563,True,True,True,Security,2,2,3,12.0,True,True,0.80323726,0.66768086,0.32016337,True,1.0,0
22500.0,True,False,True,True,1,76022.55,3233.7,Alone,Commercial,1.0,M,False,CL,Home,0.025164,15312,7785,3564,5425,True,False,False,Managers,3,2,4,13.0,True,True,0.6148583,0.625002,0.5814837,True,3.0,0
7650.0,False,False,True,False,0,48117.6,2623.05,Relative,Commercial,2.0,M,False,CL,Municipal,0.018029,10054,167,10028,2702,True,False,False,Managers,2,3,6,14.0,True,True,0.2075382,0.25604913,0.17146836,True,4.0,0
11250.0,True,False,False,False,0,45000.0,1680.75,Alone,Service,1.0,M,False,CL,Family,0.018209,10519,201,1127,3130,True,False,False,Drivers,2,3,6,10.0,True,True,0.41064614,0.5850944,0.5388627,True,1.0,0
18000.0,False,False,True,True,1,78192.0,5010.3,Alone,Commercial,2.0,M,False,CL,Home,0.014464,10032,1608,449,800,True,False,False,Laborers,3,2,5,6.0,True,True,0.3052996,0.04263858,0.43473324,True,1.0,0
15750.0,False,True,False,True,1,24526.8,1950.75,Alone,Service,1.0,M,False,CL,Home,0.0105,11735,634,5399,4087,True,False,False,Laborers,3,3,5,12.0,True,True,0.24809478,0.3682254,0.6769925,True,3.0,0
18000.0,True,True,False,True,1,101929.95,5217.3,Alone,Service,1.0,M,False,CL,Home,0.010032,14212,4859,2701,254,True,False,False,High skill tech,3,2,3,10.0,True,True,0.30270177,0.35061654,0.37740424,True,3.0,0
6750.0,False,False,True,False,0,31410.0,1657.35,Alone,Service,2.0,M,False,CL,Home,0.00496,11967,802,4210,4221,True,False,True,Sales,2,2,2,13.0,True,True,0.47169584,0.6794788,0.6006575,True,2.0,0
15750.0,True,True,True,False,0,18000.0,900.0,Alone,Service,1.0,S,False,RL,Family,0.020713,10076,558,3771,2748,True,False,False,Laborers,1,2,1,12.0,True,True,0.31788844,0.6660972,0.2301589,True,2.0,0
14400.0,True,True,False,False,0,24300.0,2416.5,Alone,Commercial,1.0,M,False,CL,Home,0.026392,15462,730,364,4487,True,False,False,Laborers,2,2,3,10.0,True,True,0.34578317,0.6107377,0.7874762,True,2.0,0
18000.0,False,True,True,False,0,25470.0,2715.3,Alone,Service,2.0,M,False,CL,Home,0.015221,17244,341,1026,714,True,False,False,Drivers,2,2,5,10.0,True,True,0.5058786,0.3039738,0.508287,True,5.0,1
27000.0,True,False,True,True,0,75519.0,3868.65,Alone,Govt Job,1.0,M,False,CL,Home,0.007274,15130,8121,399,4604,True,False,False,Drivers,2,2,3,17.0,True,True,0.4847307,0.7447236,0.61782616,True,1.0,0
13500.0,False,False,False,False,1,18000.0,900.0,Alone,Service,1.0,D,False,RL,Family,0.01452,8077,221,473,653,True,False,False,Sales,2,2,6,12.0,True,True,0.11442944,0.3957575,0.15193455,True,0.0,0
14400.0,True,True,False,True,0,27504.0,1295.1,Relative,Service,1.0,S,False,CL,Home,0.020713,9544,443,564,641,True,False,False,Sales,1,2,1,12.0,True,True,0.3827948,0.115149416,0.3409064,True,4.0,0
24750.0,False,False,True,True,0,40500.0,2025.0,Alone,Service,2.0,M,False,RL,Home,0.020246,18476,5363,7206,2009,True,False,False,Accountants,2,3,5,13.0,True,True,0.7571532,0.36067858,0.4740513,True,2.0,0
11250.0,False,False,False,False,1,29713.05,1624.95,Alone,Service,1.0,M,False,CL,Family,0.00733,9866,2834,3011,689,True,False,False,Laborers,3,2,4,10.0,True,True,0.06786495,0.56834495,0.31236538,True,0.0,0
18000.0,True,True,False,True,0,54000.0,4279.5,Partner,Service,1.0,M,False,CL,Home,0.026392,20120,3616,12656,2434,True,False,False,Laborers,2,2,2,16.0,True,True,0.68703514,0.6654403,0.367291,True,1.0,0
15750.0,True,False,True,True,0,152540.55,4194.45,Alone,Service,2.0,M,False,CL,Home,0.030755,13531,305,3478,1444,True,False,False,Managers,2,2,4,14.0,True,True,0.7481025,0.7102864,0.72094417,True,0.0,0
11250.0,True,True,False,False,1,13500.0,675.0,Alone,Service,2.0,D,False,RL,Home,0.025164,14823,577,663,2500,True,False,False,Managers,2,2,3,10.0,True,True,0.531857,0.64088154,0.1951984,True,2.0,0
9000.0,False,True,False,True,1,54504.0,2664.0,Others,Service,1.0,M,False,CL,Home,0.006207,16746,3600,1625,293,True,False,False,Laborers,3,2,5,17.0,True,True,0.5551155,0.065018944,0.24451639,True,3.0,0
18000.0,False,True,False,True,2,39044.7,1833.3,Alone,Service,1.0,M,False,CL,Home,0.020246,13201,1219,1233,3488,True,False,False,Drivers,4,3,4,10.0,True,True,0.32111335,0.41164297,0.12689753,True,1.0,0
13500.0,False,False,False,False,0,83538.0,3108.6,Alone,Service,2.0,S,False,CL,Home,0.010032,18136,146,923,1683,True,False,False,Core,1,2,5,6.0,True,True,0.72265965,0.6017333,0.7091891,True,0.0,0
11250.0,False,False,False,True,2,45000.0,2110.95,Relative,Govt Job,1.0,M,False,CL,Municipal,0.00702,11974,4385,2717,3438,True,True,False,Drivers,4,2,3,17.0,True,True,0.18621556,0.6505511,0.82038295,True,1.0,0
14625.0,True,False,True,True,2,64008.0,3126.15,Alone,Service,2.0,D,False,CL,Home,0.04622,11911,2559,5503,4376,True,False,False,Laborers,3,1,5,16.0,True,True,0.37518892,0.7291564,0.44005784,True,0.0,1
13500.0,False,True,False,False,2,49922.1,2211.75,Alone,Service,1.0,D,False,CL,Municipal,0.007114,14677,5361,6796,576,True,False,False,Cleaning,3,2,1,14.0,True,True,0.5903345,0.43577817,0.68326885,True,2.0,0
9000.0,False,False,True,True,0,61033.5,2029.95,Alone,Service,1.0,M,False,CL,Home,0.020713,17026,1326,8164,580,True,False,False,Sales,2,2,5,5.0,True,True,0.7511039,0.5418729,0.7106744,True,2.0,0
6750.0,False,False,False,True,0,28440.0,2259.9,Relative,Service,1.0,M,False,CL,Home,0.015221,10532,1535,4880,708,True,False,True,High skill tech,2,2,4,12.0,True,True,0.26877236,0.60852075,0.4920601,True,0.0,0
11250.0,False,True,False,True,1,22500.0,1125.0,Alone,Service,1.0,M,False,RL,Home,0.0105,11946,560,531,4215,True,False,False,High skill tech,3,3,2,14.0,True,True,0.3291975,0.46967056,0.2692858,True,1.0,0
13500.0,True,False,False,True,0,47250.0,4974.75,Relative,Service,2.0,M,False,CL,Home,0.026392,14342,1733,8403,4310,True,False,False,Drivers,2,2,1,14.0,True,True,0.36159074,0.7428149,0.75574005,True,3.0,0
22500.0,False,True,False,True,2,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.007274,11965,597,6041,3159,True,False,False,Medicine,4,2,4,15.0,True,True,0.36572066,0.33659622,0.8416303,True,0.0,1
13500.0,False,False,False,False,1,26955.0,2098.8,Relative,Service,1.0,M,False,CL,Home,0.003069,10810,2323,4319,3294,True,False,False,Laborers,3,3,2,18.0,True,True,0.25081557,0.29044628,0.5549468,True,0.0,0
11250.0,False,False,False,True,0,49752.0,5371.2,Relative,Commercial,1.0,M,False,CL,Home,0.00963,13877,264,305,1911,True,False,False,Security,2,2,1,16.0,True,True,0.5856469,0.52046394,0.824595,True,1.0,0
27000.0,False,False,False,False,0,49500.0,2475.0,Others,Commercial,2.0,M,False,RL,Home,0.010032,19078,947,6097,2605,True,False,False,Core,2,2,6,5.0,True,True,0.81423885,0.27610806,0.4650692,True,2.0,0
15750.0,True,False,True,True,0,67950.0,2878.65,Alone,Service,2.0,M,False,CL,Family,0.015221,12380,817,89,4270,True,True,False,Drivers,2,2,3,15.0,True,True,0.45933604,0.15967923,0.78260785,True,1.0,0
18000.0,False,True,False,True,0,54504.0,2553.75,Relative,Service,2.0,M,False,CL,Home,0.028663,17018,2161,2449,552,True,False,False,Drivers,2,2,1,16.0,True,True,0.47203508,0.6386489,0.24719094,True,1.0,0
29250.0,True,False,False,True,1,121763.7,5171.85,Alone,Service,2.0,M,False,CL,Home,0.032561,11033,832,5204,929,True,False,True,Accountants,3,1,1,16.0,True,True,0.7976761,0.67968833,0.51549536,True,2.0,0
51750.0,False,True,True,False,0,197107.2,6851.25,Alone,Commercial,1.0,D,False,CL,Home,0.035792,13440,2401,7159,3467,True,True,False,Managers,1,2,0,13.0,True,True,0.7827294,0.55650586,0.69409263,True,0.0,0
9000.0,False,False,True,False,0,45000.0,2201.85,Alone,Service,1.0,M,False,CL,Home,0.028663,15254,1167,2133,4283,True,False,False,Private service,2,2,3,8.0,True,True,0.5998189,0.25286314,0.45253357,True,0.0,0
15750.0,False,True,True,False,0,23985.0,2531.7,Alone,Service,2.0,S,False,CL,Home,0.022625,18735,2746,10351,2285,True,True,False,Laborers,1,2,4,17.0,True,True,0.6080268,0.64212877,0.49927202,True,5.0,0
6750.0,False,False,True,False,1,22500.0,1521.9,Relative,Commercial,1.0,M,False,CL,Home,0.010276,10693,121,4775,1298,True,False,False,Sales,3,2,6,13.0,True,True,0.27175692,0.70155716,0.7530674,True,4.0,0
45000.0,True,False,True,True,0,23181.3,1833.3,Alone,Service,1.0,S,False,CL,Home,0.01885,10077,1562,2441,2735,True,False,False,Laborers,1,2,0,11.0,True,True,0.31015602,0.5341822,0.26224896,True,1.0,0
12600.0,False,True,True,True,1,26368.65,2852.55,Alone,Service,1.0,M,False,CL,Home,0.010966,14365,944,3809,4264,True,False,False,Accountants,3,2,3,18.0,True,True,0.7787543,0.73216015,0.18088798,True,1.0,0
13500.0,True,True,False,True,0,26368.65,2478.15,Alone,Govt Job,1.0,M,False,CL,Home,0.025164,20970,11939,1032,4135,True,True,False,Managers,2,2,1,14.0,True,True,0.7559843,0.64685845,0.7610264,True,0.0,0
20250.0,False,True,False,False,0,33750.0,1687.5,Alone,Commercial,1.0,S,False,RL,Home,0.035792,18601,1864,5770,2089,True,False,False,Waiters/barmen,1,2,5,10.0,True,True,0.72925925,0.6963809,0.57091653,True,3.0,0
18000.0,True,True,False,False,0,110282.85,3237.3,Relative,Commercial,1.0,S,False,CL,Family,0.019689,11628,738,6041,4207,True,False,False,Drivers,1,2,4,9.0,True,True,0.7021134,0.48508716,0.5585066,True,0.0,0
13500.0,False,False,False,True,0,52128.0,2136.15,Alone,Commercial,2.0,S,False,CL,Home,0.011703,9114,511,6071,1779,True,False,False,Laborers,1,2,4,12.0,True,True,0.52528656,0.5569052,0.22383131,True,0.0,0
15750.0,False,True,False,False,0,87681.6,4489.65,Relative,nan,1.0,M,False,CL,Home,0.007305,15138,5132,9294,3090,True,False,False,Medicine,2,3,5,11.0,True,True,0.367034,0.51778364,0.2580842,True,0.0,0
13500.0,False,False,False,True,0,30522.15,2233.8,Alone,Service,1.0,M,False,CL,Home,0.031329,14583,337,827,4556,True,False,False,Laborers,2,2,3,16.0,True,True,0.3720156,0.57792634,0.66745776,True,0.0,0
13500.0,False,False,True,True,0,45000.0,2201.85,Alone,Service,1.0,S,False,CL,Home,0.022625,10025,1065,2173,2660,True,True,True,Laborers,1,2,5,16.0,True,True,0.112164155,0.007418919,0.28224844,True,2.0,0
33300.0,False,False,False,True,0,90000.0,4500.0,Alone,Commercial,2.0,S,False,RL,Home,0.04622,14956,3177,2550,2844,True,True,True,Core,1,1,6,14.0,True,True,0.66569877,0.7317311,0.45432106,True,1.0,0
45000.0,True,False,True,False,0,30794.4,2849.4,Alone,Commercial,2.0,M,False,CL,Home,0.072508,11785,2091,4986,1127,True,False,True,High skill tech,2,1,4,16.0,True,True,0.6430071,0.5303931,0.3842068,True,0.0,0
18000.0,False,True,False,True,1,128835.0,4169.25,Alone,Service,1.0,M,False,CL,Home,0.018801,14463,1248,375,4055,True,False,True,Laborers,3,2,5,9.0,True,True,0.5379902,0.6583888,0.44896227,True,1.0,0
10350.0,True,False,False,False,0,94230.0,3052.8,Alone,Commercial,1.0,M,False,CL,Home,0.025164,14442,3201,867,5098,True,False,True,Medicine,2,2,4,14.0,True,True,0.47176194,0.6611328,0.6528965,True,2.0,0
15750.0,True,True,True,True,1,17803.8,1645.65,Alone,Commercial,2.0,M,False,CL,Home,0.016612,12297,3588,6403,4167,True,False,True,Core,3,2,6,10.0,True,True,0.5621856,0.55187035,0.5478105,True,1.0,0
13500.0,False,False,True,False,1,41702.4,2128.95,Alone,Commercial,1.0,M,False,CL,Home,0.031329,11745,109,3372,3799,True,True,True,Laborers,3,2,1,16.0,True,True,0.609957,0.5864421,0.5478105,True,2.0,0
29250.0,False,False,True,False,0,45000.0,2719.35,Alone,Govt Job,1.0,M,False,CL,Home,0.010006,14434,3680,3520,1226,True,False,True,Secretaries,2,2,3,14.0,True,True,0.445936,0.77790153,0.1276988,True,0.0,0
18000.0,False,False,False,False,0,90622.8,3606.75,Alone,Commercial,2.0,M,False,CL,Home,0.031329,15771,2023,6684,4043,True,False,False,Sales,2,2,1,16.0,True,True,0.7196984,0.6555947,0.6058363,True,1.0,0
22500.0,True,True,False,False,1,90000.0,4595.4,Alone,Service,2.0,M,False,CL,Home,0.018029,12428,995,4266,4283,True,True,False,Managers,3,3,4,10.0,True,True,0.24938983,0.2257339,0.50287825,True,0.0,0
24750.0,True,False,True,True,0,132750.0,5056.2,Partner,Service,1.0,M,False,CL,Home,0.00733,9896,415,1348,2567,True,True,True,Core,2,2,0,10.0,True,True,0.6825705,0.50897753,0.5937176,True,4.0,0
67500.0,True,False,True,True,1,90000.0,4500.0,Partner,Govt Job,2.0,M,False,RL,Home,0.025164,15010,6716,105,1270,True,True,False,Managers,3,2,4,13.0,True,True,0.6933725,0.6627476,0.5954562,True,4.0,0
13050.0,False,False,True,False,1,81666.0,2154.15,Alone,Service,2.0,M,False,CL,Home,0.02461,12276,119,5329,4152,True,False,True,Accountants,3,2,2,18.0,True,True,0.4528125,0.6735208,0.76493925,True,1.0,0
11250.0,False,False,True,True,1,70484.4,3117.6,Relative,Govt Job,2.0,M,False,CL,Home,0.031329,14693,7632,3635,4464,True,True,True,Managers,3,2,0,10.0,True,True,0.81398064,0.6056153,0.6075573,True,5.0,0
10350.0,False,False,True,True,0,26955.0,2173.95,Partner,Service,1.0,M,False,CL,Rental,0.020713,9881,1560,4595,2262,True,False,False,Sales,2,2,6,12.0,True,True,0.41008148,0.5236886,0.15286623,True,1.0,0
10350.0,False,False,False,True,2,12735.0,1524.15,Relative,Service,1.0,M,False,CL,Home,0.008625,12455,116,156,4684,True,False,False,Sales,4,2,2,13.0,True,True,0.28954095,0.18982172,0.3409064,True,1.0,0
16200.0,False,False,False,False,1,50049.0,4888.8,Alone,Commercial,2.0,M,False,CL,Home,0.019689,15012,450,3935,4455,True,False,False,Accountants,3,2,5,13.0,True,True,0.51813793,0.5421823,0.51729655,True,0.0,0
27000.0,False,False,True,True,2,18000.0,900.0,Alone,Service,2.0,M,False,RL,Home,0.008625,14306,3971,1510,2071,True,False,True,Managers,4,2,1,11.0,True,True,0.6104511,0.6487394,0.51549536,True,2.0,0
36000.0,False,False,True,True,0,109602.0,4656.6,Alone,Service,2.0,D,False,CL,Home,0.032561,18899,8538,12957,2428,True,False,True,Managers,1,1,3,13.0,True,True,0.8437356,0.6749041,0.80274546,True,2.0,0
36000.0,False,False,True,True,0,129350.25,3569.85,Alone,Service,1.0,M,False,CL,Home,0.020246,21529,9722,10529,4621,True,False,True,Medicine,2,3,6,9.0,True,True,0.64653194,0.021710424,0.41534716,True,5.0,0
9000.0,False,True,True,True,1,49500.0,1791.0,Alone,Govt Job,1.0,M,False,CL,Home,0.018209,14137,3659,4818,4817,True,False,False,Medicine,3,3,3,15.0,True,True,0.42690167,0.7061426,0.7463002,True,2.0,0
20250.0,False,False,False,False,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.00712,13404,500,333,1830,True,False,False,Laborers,3,2,6,14.0,True,True,0.3083999,0.4969186,0.2608559,True,0.0,0
9000.0,True,False,False,True,0,14850.0,1572.3,Alone,Service,1.0,M,False,CL,Home,0.015221,20364,3649,8777,2997,True,False,False,Laborers,2,2,2,8.0,True,True,0.5455434,0.397893,0.4632753,True,0.0,0
9000.0,False,False,False,False,0,10782.0,564.3,Alone,Service,1.0,W,False,CL,Municipal,0.04622,21885,896,8936,4735,True,True,False,Cooking,1,1,4,10.0,True,True,0.7170033,0.11720613,0.48485148,True,1.0,0
15750.0,False,True,True,False,1,59256.0,2269.8,Alone,Commercial,2.0,S,False,CL,Home,0.006671,13639,1298,2150,2744,True,False,False,Realty agents,2,2,3,17.0,True,True,0.5213108,0.60722286,0.77008706,True,0.0,0
13500.0,False,False,True,True,0,29191.5,1798.65,Alone,Commercial,1.0,M,False,CL,Home,0.018029,15688,1917,994,2955,True,True,True,Realty agents,2,3,4,8.0,True,True,0.44251186,0.42820722,0.32965505,True,6.0,0
11250.0,False,True,True,False,1,45450.0,1938.6,Alone,Service,2.0,M,False,CL,Home,0.008625,11247,1843,1973,830,True,True,True,Accountants,3,2,3,18.0,True,True,0.6215284,0.54949504,0.24054141,True,1.0,0
20250.0,True,False,True,True,0,101649.6,3372.3,Relative,Service,1.0,S,False,CL,Family,0.006852,9011,881,5302,1692,True,True,True,Drivers,1,3,6,11.0,True,True,0.18981457,0.16172612,0.19633396,True,1.0,0
11250.0,False,False,True,False,1,22615.2,1197.0,Alone,Commercial,1.0,M,False,CL,Municipal,0.007274,10313,1253,4236,2888,True,False,False,Sales,3,2,5,11.0,True,True,0.62702686,0.5184497,0.3539876,True,6.0,0
13050.0,True,False,False,True,2,50688.9,2478.15,Group,Service,1.0,M,False,CL,Home,0.025164,12731,950,623,3139,True,False,False,Realty agents,4,2,5,7.0,True,True,0.38060224,0.6058921,0.17146836,True,2.0,1
13500.0,False,False,True,True,1,13500.0,675.0,Alone,Service,1.0,M,False,RL,Home,0.010643,14548,1884,2389,2540,True,False,False,Cooking,3,2,2,10.0,True,True,0.4694782,0.48646915,0.39621958,True,6.0,0
13500.0,False,True,True,True,0,24750.0,2424.15,Alone,Govt Job,2.0,M,False,CL,Home,0.031329,22228,7490,9415,4223,True,False,False,High skill tech,2,2,5,7.0,True,True,0.70821655,0.41181776,0.622922,True,2.0,0
14400.0,True,False,True,True,0,90000.0,2987.55,Alone,Govt Job,1.0,S,False,CL,Home,0.005084,11916,2284,2497,3998,True,True,False,Laborers,1,2,3,10.0,True,True,0.42494565,0.63011307,0.6127042,True,1.0,0
9000.0,False,False,True,True,1,27627.75,1229.85,Others,Service,1.0,S,False,CL,Home,0.031329,14312,5493,11637,4542,True,False,False,Laborers,2,2,1,15.0,True,True,0.358251,0.60717595,0.50287825,True,6.0,0
13500.0,False,False,False,True,1,90000.0,2631.6,Alone,Service,1.0,D,False,CL,Home,0.009657,11625,2098,5370,3998,True,True,True,Laborers,2,2,5,11.0,True,True,0.1701844,0.6553972,0.36394525,True,4.0,0
26100.0,False,False,True,True,0,166500.0,6884.1,Alone,Commercial,1.0,M,False,CL,Home,0.026392,20245,2447,5534,3753,True,False,False,Sales,2,2,2,11.0,True,True,0.8553556,0.64846027,0.73801965,True,6.0,0
16245.0,True,True,True,True,0,29623.95,2106.45,Alone,Service,1.0,S,False,CL,Family,0.019689,15462,320,409,2278,True,True,True,Medicine,1,2,5,15.0,True,True,0.6534977,0.47311977,0.37740424,True,6.0,0
22500.0,True,False,False,True,0,146761.2,5833.35,Alone,Commercial,1.0,M,False,CL,Home,0.072508,15710,4123,9855,4522,True,False,True,Managers,2,1,2,9.0,True,True,0.85326195,0.70663697,0.23791608,True,3.0,0
22500.0,False,False,False,True,2,43256.7,2938.95,Relative,Service,1.0,M,False,CL,Home,0.031329,17472,1725,958,1000,True,False,False,Laborers,4,2,4,14.0,True,True,0.3857375,0.043123223,0.5388627,True,0.0,1
18000.0,False,False,False,True,0,27000.0,1350.0,Alone,Service,1.0,S,False,RL,Municipal,0.00496,16264,884,10266,3997,True,False,True,Sales,1,2,6,14.0,True,True,0.61998427,0.6207128,0.74079907,True,1.0,0
20250.0,False,False,False,True,1,55870.65,4492.35,Alone,Govt Job,2.0,S,False,CL,Home,0.04622,10054,1176,4640,2709,True,False,True,High skill tech,2,1,3,10.0,True,True,0.5960703,0.7748491,0.49386287,True,0.0,0
11250.0,False,False,False,False,2,72000.0,3600.0,Alone,Service,1.0,M,False,RL,Municipal,0.031329,11373,2196,2388,758,True,False,False,High skill tech,4,2,3,11.0,True,True,0.52517635,0.5203494,0.6463299,True,1.0,1
11250.0,False,True,True,True,0,26733.6,1547.55,Alone,Commercial,2.0,M,False,CL,Home,0.019101,10758,2656,1621,2386,True,False,False,Sales,2,2,2,13.0,True,True,0.25154048,0.7205257,0.5388627,True,4.0,0
22500.0,True,False,True,False,0,65250.0,2565.9,Alone,Service,2.0,D,False,CL,Home,0.028663,9125,609,2117,793,True,False,False,High skill tech,1,2,4,16.0,True,True,0.33038148,0.45355275,0.26786894,True,1.0,0
22500.0,True,False,False,True,2,54734.4,2423.7,Alone,Service,2.0,M,False,CL,Home,0.010643,17554,2490,8508,1099,True,False,False,Sales,4,2,5,9.0,True,True,0.21310803,0.54082507,0.3893388,True,1.0,0
22500.0,True,False,True,True,0,47376.0,4488.3,Alone,Commercial,1.0,S,False,CL,Home,0.04622,12957,2641,1511,3770,True,False,False,Drivers,1,1,6,13.0,True,True,0.31125027,0.7158476,0.75440615,True,3.0,0
15750.0,False,False,True,True,0,45000.0,2250.0,Alone,Service,2.0,S,False,RL,Home,0.035792,15494,7472,4111,4700,True,False,False,Core,1,2,0,14.0,True,True,0.6413334,0.65652233,0.5424451,True,0.0,0
22500.0,False,False,False,True,0,45000.0,2441.25,Alone,Commercial,1.0,M,False,CL,Home,0.026392,10858,832,697,3267,True,True,False,Laborers,2,2,2,10.0,True,True,0.23810276,0.7068817,0.30314636,True,5.0,1
10575.0,False,False,False,True,0,22500.0,2225.25,Partner,Commercial,2.0,M,False,CL,Home,0.031329,8308,103,2303,973,True,True,True,Core,2,2,5,16.0,True,True,0.40735567,0.5179529,0.44361532,True,3.0,0
29250.0,False,False,False,True,0,100606.95,3626.55,Alone,Commercial,1.0,M,False,CL,Home,0.072508,13240,127,7358,5598,True,False,False,Security,2,1,3,14.0,True,True,0.6673511,0.38201794,0.5620605,True,0.0,0
15750.0,True,True,False,False,0,135000.0,3574.35,Relative,Service,1.0,M,False,CL,Home,0.020713,14112,6743,8006,4608,True,True,True,Drivers,2,3,5,13.0,True,True,0.42047623,0.58114475,0.7136314,True,0.0,0
15750.0,False,False,False,True,2,22500.0,1125.0,Alone,Service,2.0,M,False,RL,Home,0.020713,13255,2449,2377,2516,True,False,False,Core,4,2,1,9.0,True,True,0.46756104,0.6306837,0.7091891,True,1.0,0
10350.0,False,True,True,False,2,90000.0,2387.25,Alone,Service,2.0,M,False,CL,Home,0.005144,14455,2064,6502,4441,True,False,False,Core,4,2,6,12.0,True,True,0.5451269,0.5488454,0.6785677,True,0.0,0
9000.0,False,False,False,True,0,28341.9,1907.1,Alone,Service,1.0,M,False,CL,Home,0.01885,15010,404,2876,3434,True,False,False,Laborers,2,2,2,17.0,True,True,0.421504,0.65640396,0.6956219,True,0.0,0
16650.0,True,True,False,True,0,30813.3,1684.35,Alone,Service,1.0,M,False,CL,Home,0.04622,9224,184,3969,1912,True,False,False,Laborers,2,1,6,12.0,True,True,0.17350668,0.19852166,0.19977057,True,2.0,1
27000.0,True,False,False,True,2,54000.0,2700.0,Alone,Commercial,2.0,M,False,RL,Home,0.010006,11932,4309,169,3369,True,False,True,Laborers,4,1,3,17.0,True,True,0.6141275,0.56327367,0.7862666,True,0.0,0
15750.0,True,True,True,True,0,13500.0,675.0,Alone,Service,2.0,M,False,RL,Home,0.018634,20424,5071,3477,3478,True,False,False,Managers,2,2,4,17.0,True,True,0.90669715,0.78720313,0.14199154,True,0.0,0
20250.0,False,False,False,True,0,18000.0,900.0,Alone,Service,1.0,S,False,RL,Family,0.01452,11184,2950,4865,3831,True,False,False,Laborers,1,2,5,15.0,True,True,0.4543176,0.35032782,0.7136314,True,1.0,0
9000.0,False,False,True,True,0,61457.4,1995.3,Alone,Service,1.0,S,False,CL,Home,0.031329,11638,1287,5142,3947,True,False,False,Laborers,1,2,1,12.0,True,True,0.48572427,0.5647793,0.6528965,True,1.0,0
20250.0,True,False,True,True,2,18000.0,900.0,Alone,Service,1.0,M,False,RL,Family,0.020246,11416,3322,2253,4096,True,False,False,Laborers,4,3,3,6.0,True,True,0.23219839,0.17369944,0.7662337,True,1.0,0
11250.0,True,True,True,True,1,29851.2,2965.5,Relative,Service,2.0,M,False,CL,Home,0.00733,14802,3921,5099,5100,True,False,False,Managers,3,2,2,15.0,True,True,0.32505512,0.787785,0.785052,True,1.0,0
15750.0,False,True,False,True,0,17829.0,1776.15,Alone,Commercial,1.0,M,False,CL,Home,0.007274,10758,285,4753,3405,True,False,False,Sales,2,2,4,16.0,True,True,0.29916486,0.53963554,0.6075573,True,1.0,0
22500.0,False,False,True,True,0,63000.0,3150.0,Alone,Service,2.0,S,False,RL,Home,0.010966,12187,113,177,4116,True,False,False,Managers,1,2,3,14.0,True,True,0.7032971,0.688825,0.69255906,True,0.0,0
20250.0,False,True,True,True,0,83538.0,4032.0,Alone,Service,2.0,M,False,CL,Home,0.014464,15040,3480,1003,4415,True,False,False,Managers,2,2,6,8.0,True,True,0.52226144,0.6323375,0.3556387,True,0.0,0
13500.0,True,False,False,False,1,100408.95,6750.45,Alone,Service,1.0,M,False,CL,Home,0.022625,14631,2144,2623,3503,True,False,False,Sales,3,2,1,10.0,True,True,0.33817887,0.6789881,0.35069585,True,4.0,0
7650.0,False,True,False,True,0,80865.0,2236.5,Alone,Govt Job,1.0,M,False,CL,Family,0.020246,14458,2848,7119,3454,True,True,False,Medicine,2,3,4,7.0,True,True,0.45819035,0.3142708,0.4758499,True,5.0,0
22500.0,False,False,False,True,1,41294.25,4349.25,Alone,Commercial,2.0,M,False,CL,Home,0.035792,16904,2448,4352,442,True,False,False,Core,3,2,2,14.0,True,True,0.7747198,0.59279156,0.5726825,True,0.0,0
27000.0,True,True,False,True,1,50049.0,5268.6,Alone,Govt Job,2.0,S,False,CL,Home,0.032561,17309,8202,4670,844,True,True,True,Managers,2,1,2,18.0,True,True,0.82802373,0.70221144,0.6910212,True,0.0,0
13500.0,True,False,True,True,1,112500.0,3302.55,Alone,nan,1.0,S,False,CL,Home,0.04622,16747,2652,5644,294,True,False,False,Drivers,2,1,4,11.0,True,True,0.68665874,0.75265574,0.5937176,True,6.0,0
40500.0,False,False,False,False,0,43256.7,1705.5,Alone,Commercial,1.0,S,False,CL,Home,0.007274,11261,1419,5586,3908,True,False,False,Core,1,2,4,17.0,True,True,0.53711784,0.5220138,0.31547216,True,5.0,0
27000.0,False,True,True,False,0,90000.0,3964.5,Alone,Service,1.0,M,False,CL,Home,0.026392,17778,1719,4078,1308,True,True,True,High skill tech,2,2,4,20.0,True,True,0.4578151,0.6132924,0.25533178,True,4.0,0
11250.0,True,False,True,False,0,29851.2,2832.75,Alone,Service,2.0,M,False,CL,Home,0.008625,14530,1408,1416,4453,True,True,True,Laborers,2,2,3,9.0,True,True,0.3378288,0.6528195,0.6313545,True,0.0,0
12150.0,False,False,False,True,1,5850.0,643.05,Alone,Service,2.0,M,False,CL,Home,0.015221,11257,1643,3668,3516,True,False,False,Core,3,2,4,11.0,True,True,0.3684871,0.499488,0.4382814,True,3.0,0
22500.0,True,False,False,True,0,75519.0,3199.5,Alone,Service,1.0,M,False,CL,Home,0.016612,18777,5153,664,2312,True,False,False,Laborers,2,2,3,17.0,True,True,0.65821815,0.58105963,0.7366227,True,2.0,0
9000.0,False,True,True,False,0,35553.6,1660.5,Alone,Commercial,1.0,M,False,CL,Home,0.032561,12922,1076,5561,4310,True,False,False,Low-skill Laborers,2,1,0,14.0,True,True,0.03925638,0.5435716,0.20559815,True,6.0,0
18000.0,True,False,True,True,0,67500.0,6575.85,Alone,Commercial,2.0,S,False,CL,Home,0.018801,15190,726,1864,4481,True,False,False,Sales,1,2,6,14.0,True,True,0.64035684,0.4938246,0.53707,True,0.0,0
13500.0,True,True,True,True,0,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.006629,16075,338,4528,4331,True,True,False,Core,2,2,2,9.0,True,True,0.82561255,0.7059066,0.7726311,True,1.0,0
15750.0,False,False,False,False,0,29713.05,1568.7,Alone,Commercial,2.0,S,False,CL,Family,0.014464,14032,499,1422,4569,True,False,False,Drivers,1,2,3,10.0,True,True,0.3725155,0.33123165,0.61782616,True,5.0,0
8100.0,False,True,False,False,1,112500.0,4041.0,Alone,Commercial,1.0,M,False,CL,Home,0.025164,15046,2961,2775,5686,True,True,False,Laborers,3,2,6,15.0,True,True,0.16535038,0.6387549,0.4650692,True,2.0,0
36000.0,True,False,False,True,0,52737.3,4179.6,Alone,Commercial,1.0,M,False,CL,Family,0.072508,11707,1078,572,3787,True,False,False,Managers,2,1,2,17.0,True,True,0.39055952,0.6519963,0.37233368,True,4.0,0
11250.0,True,False,True,True,1,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.010556,12858,3182,3616,4097,True,False,False,Laborers,3,3,3,16.0,True,True,0.4375872,0.52156085,0.824595,True,1.0,0
24300.0,True,False,False,False,0,48564.0,3893.85,Alone,Service,2.0,M,False,CL,Office,0.015221,11933,3709,1142,4367,True,True,False,Managers,2,2,1,11.0,True,True,0.28715023,0.38969228,0.5884878,True,0.0,0
22500.0,False,False,True,True,0,52449.3,3221.55,Alone,Commercial,1.0,M,False,CL,Home,0.014464,18221,1386,9534,1736,True,False,False,Cleaning,2,2,2,4.0,True,True,0.5666623,0.59205234,0.56560796,True,0.0,0
35100.0,True,False,False,False,0,60807.6,1922.4,Alone,Commercial,1.0,M,False,CL,Home,0.072508,11845,1353,5739,3303,True,True,True,Core,2,1,3,12.0,True,True,0.28017598,0.78125703,0.5190973,True,0.0,0
40500.0,True,True,False,True,1,45000.0,2178.0,Relative,Commercial,1.0,M,False,CL,Home,0.003541,14813,6399,735,4247,True,True,True,Laborers,3,1,2,13.0,True,True,0.39939743,0.6132561,0.36227724,True,3.0,0
67500.0,True,True,True,True,1,147033.0,6080.85,Relative,Service,2.0,M,False,CL,Home,0.030755,15787,4487,979,4670,True,False,False,Managers,3,2,3,11.0,True,True,0.764362,0.79833776,0.40140742,True,4.0,0
22500.0,False,False,True,False,0,24635.7,2499.3,Alone,Commercial,2.0,S,False,CL,Family,0.00702,11533,954,10304,4091,True,False,False,Laborers,1,2,2,11.0,True,True,0.32892036,0.5265133,0.56560796,True,1.0,0
31500.0,True,False,True,False,1,111384.0,5033.25,Alone,Commercial,2.0,S,False,CL,Home,0.032561,14687,561,8727,3989,True,False,True,Accountants,2,1,2,10.0,True,True,0.8028192,0.71097887,0.1951984,True,0.0,0
20250.0,True,True,False,True,2,80865.0,3146.4,Relative,Service,2.0,M,False,CL,Home,0.030755,12662,3385,1714,3470,True,False,False,Core,4,2,1,15.0,True,True,0.6394993,0.7502379,0.5100895,True,4.0,0
17100.0,False,False,True,True,1,40659.75,1804.05,Alone,Service,1.0,M,False,CL,Home,0.008019,16168,1960,2417,4425,True,False,True,Sales,3,2,3,15.0,True,True,0.5381066,0.40087247,0.5226973,True,3.0,0
15750.0,True,True,True,False,1,67463.55,3659.85,Relative,Service,1.0,M,False,CL,Home,0.018801,11288,1904,570,3495,True,True,True,Drivers,3,2,3,10.0,True,True,0.28953913,0.7122802,0.46686402,True,3.0,0
11250.0,False,False,True,True,0,39801.6,2297.7,Relative,Commercial,1.0,M,False,CL,Home,0.01885,15461,1137,135,4275,True,False,False,Sales,2,2,4,18.0,True,True,0.39172998,0.6470333,0.42061096,True,1.0,0
27900.0,False,False,False,True,0,81000.0,4148.55,Alone,Service,2.0,S,False,CL,Home,0.031329,13720,1719,2346,2870,True,True,True,Accountants,1,2,4,10.0,True,True,0.5988595,0.5339047,0.30467218,True,2.0,0
18000.0,True,False,True,True,0,22050.0,1209.15,Alone,Service,2.0,M,False,CL,Home,0.018209,15836,371,851,4304,True,False,False,Accountants,2,3,2,6.0,True,True,0.5904905,0.48049498,0.7813782,True,2.0,0
31500.0,False,False,True,True,1,104978.25,5606.1,Alone,Commercial,2.0,M,False,CL,Home,0.04622,13870,1935,7973,4512,True,False,True,Managers,3,1,5,12.0,True,True,0.5325766,0.7053979,0.17876047,True,1.0,0
13050.0,False,False,False,False,0,43128.0,2339.55,Alone,Service,1.0,M,False,CL,Home,0.014464,15140,4816,5533,4607,True,False,True,Cleaning,2,2,1,8.0,True,True,0.59824353,0.6132146,0.43296167,True,2.0,0
11250.0,True,True,False,True,0,57362.85,2671.2,Alone,Service,1.0,M,False,CL,Home,0.020713,11788,855,5218,4053,True,False,False,Drivers,2,3,2,10.0,True,True,0.24228089,0.69892246,0.69409263,True,0.0,0
18000.0,True,True,False,True,0,7462.8,803.7,Alone,Service,1.0,M,False,CL,Home,0.010643,11085,227,11075,2877,True,False,True,Laborers,2,2,4,9.0,True,True,0.32982048,0.57575387,0.30467218,True,5.0,0
9000.0,False,True,True,True,1,29432.25,1702.35,Alone,Service,1.0,M,False,CL,Home,0.018801,20272,1159,7987,3518,True,False,False,Private service,3,2,2,11.0,True,True,0.6890994,0.58250153,0.6212263,True,0.0,0
17100.0,False,True,True,False,0,49500.0,1318.5,Alone,Service,1.0,M,False,CL,Home,0.028663,14150,1041,363,4654,True,False,False,Medicine,2,2,3,15.0,True,True,0.50710267,0.5844519,0.40835884,True,2.0,0
22500.0,False,False,True,True,12,20250.0,1012.5,Relative,Commercial,1.0,M,False,RL,Home,0.04622,13894,2542,1867,3709,True,True,True,Core,14,1,2,13.0,True,True,0.7201066,0.7325417,0.3556387,True,0.0,0
15750.0,False,True,True,True,0,15750.0,1570.5,Alone,Service,1.0,M,False,CL,Home,0.003541,17631,1452,1867,1127,True,True,True,High skill tech,2,1,1,10.0,True,True,0.7812888,0.6923155,0.66745776,True,2.0,0
22500.0,False,False,False,True,0,122301.0,5194.8,Relative,Commercial,1.0,M,False,CL,Home,0.04622,19464,12830,13600,3014,True,False,False,High skill tech,2,1,1,18.0,True,True,0.8925127,0.6887594,0.8050197,True,2.0,0
11250.0,False,False,True,True,0,59256.0,3115.35,Alone,Commercial,2.0,M,False,CL,Rental,0.018029,10588,348,4881,1606,True,False,False,Managers,2,3,5,13.0,True,True,0.45364273,0.5903294,0.4920601,True,1.0,0
16650.0,False,False,False,True,1,67500.0,5346.0,Alone,nan,2.0,M,False,CL,Home,0.030755,15035,2294,2363,3036,True,True,False,Managers,3,2,2,10.0,True,True,0.7363809,0.6792311,0.5460232,True,3.0,0
18900.0,False,False,True,False,0,63000.0,4039.2,Partner,Service,1.0,M,False,CL,Family,0.01452,9915,762,4622,2192,True,False,False,Laborers,2,2,4,13.0,True,True,0.13280338,0.18556763,0.1634257,True,1.0,0
12600.0,False,True,False,True,0,22500.0,1178.1,Alone,Service,1.0,M,False,CL,Rental,0.018634,10690,2952,4009,3372,True,True,False,Laborers,2,2,0,15.0,True,True,0.20186429,0.26921725,0.81061804,True,0.0,0
24750.0,False,True,False,False,1,39685.05,1863.0,Alone,Service,2.0,S,False,CL,Home,0.003818,14168,1719,710,4839,True,False,False,Accountants,2,2,6,4.0,True,True,0.56590897,0.72773755,0.48485148,True,2.0,0
22500.0,False,False,False,True,0,27000.0,1350.0,Alone,Commercial,1.0,S,False,RL,Home,0.006629,16321,381,911,1031,True,False,False,High skill tech,1,2,3,5.0,True,True,0.62809086,0.72015566,0.44005784,True,0.0,0
22500.0,False,False,False,True,0,94500.0,2776.05,Alone,Service,1.0,M,False,CL,Home,0.02461,19019,4675,6537,2553,True,False,False,High skill tech,2,2,1,12.0,True,True,0.8439685,0.70344007,0.7435593,True,0.0,0
18000.0,False,False,True,False,2,47376.0,5635.35,Alone,nan,2.0,S,False,CL,Home,0.020246,11241,1350,420,3252,True,False,True,Accountants,3,3,2,9.0,True,True,0.7462205,0.39502043,0.5226973,True,0.0,0
24750.0,True,True,True,True,0,17100.0,1795.5,Alone,Service,1.0,D,False,CL,Home,0.028663,13793,4742,7493,4695,True,False,False,Laborers,1,2,6,13.0,True,True,0.4311132,0.49105352,0.48124933,True,4.0,0
22500.0,True,False,False,False,0,75519.0,3874.05,Alone,Commercial,1.0,S,False,CL,Family,0.072508,8816,630,4442,1432,True,True,True,Laborers,1,1,1,16.0,True,True,0.37498793,0.75063103,0.08172559,True,0.0,0
11700.0,False,True,True,False,0,22500.0,953.1,Alone,nan,1.0,W,False,CL,Home,0.031329,21107,4979,8892,4096,True,False,True,Sales,1,2,1,11.0,True,True,0.5723835,0.58620346,0.28371188,True,1.0,0
9000.0,True,False,True,True,0,51856.2,2069.55,Alone,Service,1.0,M,False,CL,Home,0.031329,13800,2102,10291,4321,True,False,False,Security,2,2,6,15.0,True,True,0.30873558,0.62633365,0.6561584,True,7.0,0
9000.0,False,False,False,True,0,63448.2,1867.95,Alone,Service,2.0,M,False,CL,Home,0.019101,18862,6171,3705,2287,True,False,False,Sales,2,2,1,12.0,True,True,0.74675584,0.72807103,0.36394525,True,7.0,0
9000.0,False,False,True,True,0,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.020246,16391,7304,7242,4463,True,False,True,Medicine,2,3,2,12.0,True,True,0.40772063,0.44700873,0.7394118,True,8.0,0
9000.0,False,False,True,False,2,59412.15,2529.9,Alone,Service,1.0,M,False,CL,Municipal,0.031329,14133,316,5345,5345,True,False,True,Sales,4,2,5,8.0,True,True,0.53459394,0.52435404,0.6738301,True,1.0,0
13500.0,True,True,False,True,2,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.010276,18022,1472,32,1125,True,False,False,Drivers,4,2,3,17.0,True,True,0.69790345,0.25010931,0.15474363,True,0.0,0
18000.0,False,False,False,True,0,112500.0,3642.3,Alone,Service,2.0,M,False,CL,Home,0.010966,17026,3342,9512,398,True,False,False,Managers,2,2,4,18.0,True,True,0.6228063,0.20352283,0.8297501,True,0.0,0
31500.0,False,True,True,False,0,38250.0,2600.55,Alone,Service,2.0,S,False,CL,Home,0.006671,19382,2009,713,2918,True,True,True,Managers,1,2,0,14.0,True,True,0.74640125,0.6782107,0.36227724,True,2.0,0
40500.0,False,False,False,False,0,76500.0,2710.35,Alone,Commercial,1.0,M,False,CL,Home,0.032561,12022,1889,3961,1818,True,False,True,Core,2,1,6,15.0,True,True,0.44482896,0.7946801,0.23922628,True,2.0,0
13500.0,True,False,True,True,0,88884.0,3205.35,Alone,Service,2.0,M,False,CL,Home,0.01885,15552,1364,5586,4603,True,False,False,Managers,2,2,1,10.0,True,True,0.7287633,0.7682547,0.23143935,True,2.0,0
19800.0,False,True,False,True,0,167121.0,4421.7,Alone,Commercial,2.0,M,False,CL,Home,0.031329,22208,4121,2336,2336,True,False,False,IT,2,2,3,11.0,True,True,0.8088668,0.6421237,0.5954562,True,2.0,0
13500.0,False,False,True,True,0,55255.5,2231.55,Alone,Service,1.0,M,False,CL,Home,0.020246,20707,363,7317,3218,True,False,False,Drivers,2,3,6,12.0,True,True,0.3795921,0.4518786,0.23401517,True,0.0,0
36000.0,True,False,True,True,3,67500.0,8023.95,Alone,Commercial,2.0,M,False,CL,Home,0.04622,15997,2931,2982,4687,True,False,False,Managers,5,1,2,10.0,True,True,0.47143814,0.7473049,0.33445412,True,1.0,0
28350.0,True,True,True,True,0,18000.0,900.0,Alone,Commercial,1.0,M,False,RL,Home,0.005313,20259,9894,9025,3639,True,False,False,Laborers,2,2,3,15.0,True,True,0.33762318,0.44537145,0.59892625,True,2.0,0
22500.0,False,False,False,True,0,88884.0,3205.35,Alone,Service,1.0,M,False,CL,Home,0.010032,19913,13139,7921,832,True,False,False,Laborers,2,2,5,10.0,True,True,0.7168795,0.5697553,0.508287,True,0.0,0
16650.0,True,False,True,True,2,59256.0,3227.4,Alone,Commercial,1.0,M,False,CL,Home,0.006852,12978,1364,5558,4091,True,False,False,Laborers,4,3,1,7.0,True,True,0.34876063,0.28928044,0.37910047,True,2.0,0
22500.0,True,True,True,True,1,125640.0,4451.4,Alone,Service,1.0,M,False,CL,Home,0.006629,12821,1760,6850,4234,True,False,False,Managers,3,2,1,6.0,True,True,0.33506796,0.7297088,0.6577838,True,3.0,0
16650.0,False,True,True,True,0,81000.0,5435.1,Alone,Commercial,2.0,M,False,CL,Home,0.030755,15517,1872,3179,5160,True,False,True,Managers,2,2,3,14.0,True,True,0.5708554,0.6187751,0.8016009,True,2.0,0
11250.0,False,False,False,False,1,22500.0,1754.1,Alone,Govt Job,2.0,M,False,CL,Home,0.04622,10445,1942,4726,1550,True,True,False,Core,3,1,4,13.0,True,True,0.13689515,0.063640885,0.10684195,True,0.0,0
30150.0,True,True,False,False,2,31410.0,1616.4,Alone,Service,1.0,D,False,CL,Home,0.010006,18216,3870,508,1756,True,False,False,Laborers,3,1,1,8.0,True,True,0.65374786,0.5629347,0.42061096,True,4.0,0
15750.0,True,False,False,True,2,59256.0,2863.8,Alone,Service,2.0,M,False,CL,Home,0.02461,13050,4336,3206,4184,True,False,True,Drivers,4,2,2,9.0,True,True,0.3447521,0.63830066,0.6594055,True,4.0,0
11250.0,True,True,False,True,1,70484.4,3403.8,Alone,Service,1.0,D,False,CL,Home,0.019101,13022,1967,1315,992,True,False,False,Sales,2,2,2,11.0,True,True,0.49794987,0.59430563,0.6561584,True,1.0,0
31500.0,True,True,False,True,2,88484.4,5913.0,Alone,Service,1.0,M,False,CL,Rental,0.003818,12565,647,184,4164,True,True,False,Laborers,4,2,4,9.0,True,True,0.15596694,0.3095541,0.48845518,True,1.0,0
15750.0,True,False,False,True,0,90000.0,2741.85,Alone,Service,2.0,S,False,CL,Home,0.01452,9852,527,3211,1067,True,False,False,Accountants,1,2,1,10.0,True,True,0.3176125,0.5578439,0.38079968,True,2.0,0
20250.0,True,False,False,True,0,52128.0,3539.25,Alone,Service,2.0,M,False,CL,Home,0.010147,15688,273,5928,5313,True,False,False,Sales,2,2,3,10.0,True,True,0.48370853,0.72372884,0.6212263,True,1.0,0
18000.0,False,True,False,True,1,27012.6,1202.85,Alone,Service,1.0,M,False,CL,Home,0.01885,19727,1189,3490,3273,True,False,False,Drivers,3,2,2,15.0,True,True,0.404429,0.54263824,0.45074728,True,0.0,0
18000.0,False,True,True,True,0,36489.6,1979.55,Relative,nan,1.0,M,False,CL,Home,0.006008,10025,2791,4595,2458,True,True,True,Laborers,2,2,5,12.0,True,True,0.45896506,0.6441463,0.3392877,True,1.0,0
9000.0,False,False,True,False,0,68760.0,1813.5,Alone,nan,1.0,M,False,CL,Municipal,0.004849,15241,8513,9367,4108,True,False,False,Medicine,2,2,4,13.0,True,True,0.6275807,0.19708167,0.07495928,True,0.0,1
15750.0,False,True,True,False,0,59733.9,3335.4,Alone,Service,1.0,S,False,CL,Family,0.010032,10147,732,4452,2483,True,False,False,Drivers,1,2,1,8.0,True,True,0.2690087,0.76573795,0.5954562,True,2.0,0
11250.0,False,False,True,True,1,25470.0,2011.95,Alone,Service,1.0,M,False,CL,Home,0.010006,9680,776,378,1009,True,True,False,Accountants,3,2,5,15.0,True,True,0.084261306,0.5124529,0.18629295,True,2.0,1
31500.0,False,True,False,False,0,45000.0,2719.35,Alone,Service,1.0,M,False,CL,Home,0.028663,11308,1792,5089,3811,True,False,False,Laborers,2,2,1,9.0,True,True,0.5569899,0.68539774,0.6127042,True,6.0,0
9000.0,True,True,False,True,2,68850.0,2025.9,Relative,Service,2.0,M,False,CL,Home,0.025164,12982,2850,3476,5139,True,False,False,Core,4,2,6,8.0,True,True,0.34020573,0.3355862,0.7106744,True,0.0,0
11700.0,False,True,False,True,0,18000.0,1890.0,Relative,Service,1.0,M,False,CL,Home,0.031329,11917,1305,5559,4371,True,True,False,Core,2,2,6,10.0,True,True,0.4004751,0.5905145,0.70769936,True,3.0,0
20250.0,False,False,True,True,2,107820.0,3165.3,Relative,Service,1.0,M,False,CL,Home,0.035792,16151,2939,10158,3761,True,False,False,Sales,4,2,4,13.0,True,True,0.59182155,0.6704552,0.43473324,True,2.0,0
20250.0,False,False,False,True,0,61033.5,2029.95,Alone,Service,2.0,M,False,CL,Home,0.025164,13887,1572,7750,4072,True,False,False,Accountants,2,2,6,9.0,True,True,0.43819425,0.04693115,0.66263777,True,2.0,0
16200.0,False,False,False,False,0,15282.0,1207.35,Alone,Service,1.0,M,False,CL,Home,0.009175,10132,805,3972,2358,True,True,False,Laborers,2,2,1,9.0,True,True,0.19698292,0.25132117,0.062103037,True,5.0,1
18000.0,False,True,True,True,1,74070.0,3126.6,Alone,Service,1.0,D,False,CL,Home,0.020246,11828,506,906,958,True,False,False,Cooking,2,3,1,13.0,True,True,0.3176604,0.5659238,0.18738876,True,3.0,1
9000.0,False,True,True,True,1,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.022625,14562,370,73,5005,True,False,False,Laborers,3,2,6,15.0,True,True,0.6287493,0.6055527,0.5531647,True,0.0,0
12150.0,True,False,False,True,1,52128.0,2308.95,Alone,Commercial,1.0,M,False,CL,Home,0.032561,14839,339,7389,4954,True,False,False,Laborers,3,1,1,10.0,True,True,0.3575238,0.68461925,0.48845518,True,1.0,0
15750.0,False,True,True,True,0,27000.0,1350.0,Alone,Commercial,2.0,S,False,RL,Home,0.032561,9122,103,2217,1763,True,False,False,Accountants,1,1,3,19.0,True,True,0.4064597,0.7158298,0.45432106,True,1.0,0
10350.0,False,True,True,False,0,15282.0,1617.75,Alone,Service,1.0,M,False,CL,Home,0.020713,8476,343,4394,316,True,False,False,Core,2,3,6,10.0,True,True,0.2391917,0.36827627,0.13426542,True,4.0,0
12150.0,False,True,False,True,2,76022.55,3028.05,Alone,Commercial,2.0,D,False,CL,Home,0.022625,14776,265,247,4333,True,False,False,Accountants,3,2,5,15.0,True,True,0.33351588,0.44578743,0.5744466,True,4.0,0
9000.0,False,True,True,False,1,18000.0,900.0,Alone,Commercial,1.0,M,False,RL,Home,0.031329,16590,6509,2089,5763,True,False,True,Managers,3,2,5,9.0,True,True,0.54641545,0.5902342,0.70018387,True,1.0,0
13500.0,False,False,True,False,1,22500.0,1503.45,Alone,Service,1.0,M,False,CL,Home,0.031329,15875,460,9212,706,True,False,False,Cooking,3,2,4,14.0,True,True,0.5473727,0.3632643,0.45253357,True,0.0,0
11250.0,False,False,True,True,0,17100.0,1169.55,Alone,Service,1.0,S,False,CL,Family,0.018634,12472,1197,793,4335,True,False,True,Private service,1,2,0,12.0,True,True,0.5019895,0.4840221,0.21155076,True,1.0,0
31500.0,True,True,False,False,1,63000.0,4026.15,Alone,Service,2.0,S,False,CL,Home,0.072508,12315,4560,6410,4520,True,True,True,Accountants,2,1,5,17.0,True,True,0.18907075,0.7288886,0.23791608,True,2.0,0
8100.0,False,True,False,False,0,45000.0,2188.8,Alone,Commercial,1.0,M,False,CL,Family,0.030755,13135,1009,7164,1963,True,False,True,Private service,2,2,1,11.0,True,True,0.54333776,0.70544785,0.43473324,True,0.0,0
13500.0,False,False,True,False,0,30630.6,1362.15,Relative,Service,1.0,S,False,CL,Municipal,0.018801,14865,3285,8791,4219,True,False,True,Sales,1,2,3,11.0,True,True,0.3911888,0.39163393,0.63303167,True,3.0,0
27000.0,True,False,True,True,0,26998.2,2848.05,Alone,Commercial,2.0,S,False,CL,Home,0.025164,17541,276,2916,1070,True,False,False,Sales,1,2,5,8.0,True,True,0.77687687,0.55040973,0.67065173,True,1.0,0
9000.0,False,False,True,False,0,11250.0,688.05,Alone,Service,1.0,S,False,CL,Home,0.020713,15382,288,5009,738,True,False,False,Laborers,1,3,0,8.0,True,True,0.7019211,0.5764481,0.09631869,True,1.0,0
18000.0,True,True,True,False,1,83538.0,4032.0,Alone,Commercial,2.0,M,False,CL,Home,0.072508,14838,105,8363,2758,True,False,False,Accountants,3,1,3,13.0,True,True,0.73821455,0.68486,0.23531051,True,3.0,0
11250.0,False,True,True,True,1,18846.0,842.85,Alone,Service,1.0,M,False,CL,Home,0.007305,14370,2131,6801,4121,True,False,False,Secretaries,3,3,6,7.0,True,True,0.5137205,0.57128775,0.6109913,True,0.0,0
19350.0,True,True,True,True,1,72638.1,5298.75,Alone,Govt Job,1.0,M,False,CL,Home,0.010147,13354,2276,4763,4814,True,False,False,Core,3,2,1,13.0,True,True,0.37995645,0.50363183,0.31081825,True,3.0,0
45000.0,True,False,True,False,0,208512.0,7260.75,Alone,Commercial,1.0,S,False,CL,Home,0.072508,17247,1305,6020,799,True,False,True,Sales,1,1,2,9.0,True,True,0.840769,0.74903125,0.6058363,True,2.0,0
11250.0,True,True,True,False,1,75600.0,2223.45,Alone,Service,1.0,M,False,CL,Home,0.008019,12509,106,5482,2743,True,False,False,Sales,3,2,3,15.0,True,True,0.3668779,0.50862235,0.66102356,True,2.0,1
15750.0,True,True,True,True,0,110499.75,3664.8,Relative,Service,2.0,M,False,CL,Home,0.018801,19229,3045,6475,2738,True,False,True,Core,2,2,2,9.0,True,True,0.8835465,0.5105022,0.2764407,True,1.0,0
45000.0,True,False,False,True,0,105644.7,3101.85,Alone,Commercial,2.0,M,False,CL,Home,0.006233,19205,1555,2352,2731,True,False,False,Laborers,2,2,5,12.0,True,True,0.6716288,0.64701825,0.6006575,True,3.0,0
31500.0,True,False,True,True,0,94230.0,3474.9,Alone,Commercial,2.0,M,False,CL,Home,0.019101,15392,546,5236,4439,True,False,False,Realty agents,2,2,5,14.0,True,True,0.70862556,0.6628063,0.78260785,True,3.0,0
8100.0,False,True,False,True,1,15830.1,1891.35,Partner,Service,1.0,M,False,CL,Home,0.019101,13567,1520,663,4411,True,False,False,Accountants,3,2,0,12.0,True,True,0.4723986,0.61911553,0.6894792,True,4.0,0
18000.0,True,False,True,True,1,28440.0,1864.35,Alone,Service,1.0,M,False,CL,Home,0.018634,12216,1373,10571,645,True,False,True,Cooking,3,2,4,9.0,True,True,0.3661965,0.3205578,0.6430256,True,1.0,0
22500.0,False,True,True,False,1,52128.0,2742.3,Alone,Service,2.0,M,False,CL,Family,0.010556,10109,855,4918,1754,True,False,True,Sales,3,3,1,16.0,True,True,0.2099091,0.20356183,0.44361532,True,1.0,0
27000.0,True,True,True,True,0,54000.0,2700.0,Alone,Service,2.0,M,False,RL,Home,0.009175,21395,2998,202,4351,True,False,False,Accountants,2,2,2,13.0,True,True,0.89449096,0.671194,0.37910047,True,0.0,0
18000.0,True,True,False,True,0,49049.55,2751.75,Alone,Service,1.0,M,False,CL,Home,0.025164,11588,1632,1554,1,True,False,False,Laborers,2,2,3,8.0,True,True,0.23250425,0.50632125,0.2263474,True,5.0,0
13500.0,False,False,False,False,0,22500.0,1003.95,Alone,Service,1.0,M,False,CL,Family,0.00712,10086,2749,9074,2539,True,True,False,Laborers,2,2,0,9.0,True,True,0.54556966,0.65632504,0.47944897,True,2.0,0
40500.0,True,True,False,False,2,93076.65,9080.55,Alone,Commercial,1.0,M,False,CL,Home,0.04622,17404,659,1479,894,True,False,False,Managers,4,1,4,16.0,True,True,0.53019714,0.7484677,0.71949077,True,4.0,0
49500.0,False,False,True,True,0,78192.0,4796.55,Relative,Commercial,2.0,M,False,CL,Home,0.04622,10684,1032,79,277,True,False,False,Accountants,2,1,0,15.0,True,True,0.6189216,0.60054314,0.5460232,True,2.0,0
7425.0,False,True,False,True,0,20250.0,1012.5,Alone,Commercial,2.0,S,False,RL,Home,0.025164,17577,673,3980,1110,True,False,False,Laborers,1,2,0,10.0,True,True,0.38745847,0.65266585,0.1951984,True,6.0,1
20250.0,False,True,True,False,0,21372.3,2244.15,Alone,Service,2.0,M,False,CL,Home,0.010556,14111,528,8188,4888,True,False,False,Cooking,2,3,1,14.0,True,True,0.23065285,0.56866145,0.66745776,True,3.0,0
18000.0,True,True,True,True,0,27106.65,1671.3,Alone,Service,1.0,M,False,CL,Home,0.030755,22441,1794,9321,4256,True,True,True,Laborers,2,2,1,11.0,True,True,0.66416264,0.77390164,0.45432106,True,1.0,0
11250.0,False,False,True,True,1,45711.9,2346.75,Alone,Service,1.0,M,False,CL,Home,0.018634,11926,1166,1635,3970,True,True,False,Cooking,3,2,0,15.0,True,True,0.5497937,0.3529602,0.29558265,True,2.0,0
14400.0,True,True,True,True,0,18900.0,931.95,Alone,Commercial,2.0,S,False,CL,Family,0.025164,9245,529,4018,1912,True,True,True,Core,1,2,3,13.0,True,True,0.18496102,0.37667382,0.060854595,True,2.0,0
36000.0,False,False,True,True,0,131883.75,5600.7,Alone,nan,1.0,S,False,CL,Home,0.01885,21616,1157,4923,4938,True,False,False,Drivers,1,2,5,14.0,True,True,0.7459727,0.72979075,0.6848277,True,1.0,0
10800.0,False,True,False,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.005002,8255,86,1245,935,True,False,False,Laborers,2,3,3,16.0,True,True,0.15439092,0.6343028,0.2636468,True,2.0,0
36000.0,True,False,True,True,2,124747.2,5298.3,Partner,Commercial,2.0,M,False,CL,Home,0.072508,11146,2517,5859,3389,True,False,True,Sales,4,1,2,13.0,True,True,0.49724934,0.74113196,0.58323795,True,1.0,0
18000.0,False,False,True,False,0,84874.5,3609.0,Alone,Service,2.0,M,False,CL,Home,0.018029,17044,2187,5716,576,True,False,False,Accountants,2,3,4,10.0,True,True,0.6416078,0.5426491,0.30314636,True,1.0,0
22500.0,False,True,True,True,2,90000.0,4895.55,Alone,Service,1.0,M,False,CL,Home,0.019689,11268,1741,5121,3924,True,False,False,Sales,4,2,2,9.0,True,True,0.21321477,0.3527355,0.10547318,True,2.0,1
16650.0,False,False,False,True,1,31410.0,1616.4,Alone,Service,1.0,D,False,CL,Home,0.010643,9626,2301,395,2226,True,False,False,Laborers,2,2,1,17.0,True,True,0.25758895,0.67707855,0.7530674,True,0.0,0
9000.0,False,True,True,True,0,25470.0,1331.55,Alone,Service,1.0,S,False,CL,Home,0.022625,8790,688,1954,1475,True,False,True,Secretaries,1,2,3,14.0,True,True,0.5008558,0.18348801,0.3016249,True,1.0,0
13500.0,False,False,False,True,2,56700.0,2289.15,Alone,Govt Job,2.0,M,False,CL,Home,0.010006,12568,2237,634,1404,True,False,False,Core,4,2,2,7.0,True,True,0.5686734,0.7410061,0.78383243,True,0.0,0
6750.0,False,True,False,True,0,31410.0,1657.35,Relative,Service,1.0,S,False,CL,Home,0.018634,13748,2489,5095,4454,True,False,False,Cleaning,1,2,1,16.0,True,True,0.34919643,0.64616376,0.7267112,True,0.0,1
11700.0,True,False,True,True,0,67950.0,1999.8,Alone,Service,1.0,S,False,CL,Home,0.020713,15064,3673,1201,3992,True,True,False,Laborers,1,3,6,9.0,True,True,0.31202012,0.50130844,0.2213352,True,5.0,0
20250.0,False,True,False,True,0,27000.0,1350.0,Others,Service,1.0,M,False,RL,Home,0.022625,13736,2270,5413,3954,True,False,True,Laborers,2,2,4,16.0,True,True,0.53648263,0.7370713,0.7062051,True,1.0,0
15750.0,True,False,False,True,2,22500.0,1125.0,Alone,Service,2.0,M,False,RL,Home,0.035792,10978,74,3038,3002,True,False,False,Sales,4,2,5,16.0,True,True,0.6378838,0.62009996,0.4632753,True,0.0,0
13500.0,False,False,False,True,2,54504.0,3655.35,Relative,Service,1.0,M,False,CL,Home,0.020713,10590,1285,4872,3109,True,False,False,Core,4,2,4,9.0,True,True,0.12280752,0.33484545,0.32965505,True,6.0,0
8325.0,False,False,True,False,1,18846.0,798.3,Alone,Govt Job,1.0,W,False,CL,Home,0.030755,16607,2656,6559,141,True,False,False,Core,2,2,2,17.0,True,True,0.089796156,0.5120759,0.27933532,True,1.0,0
12600.0,False,False,True,True,0,67500.0,2190.6,Partner,Service,2.0,D,False,CL,Family,0.01452,8413,721,8052,211,True,False,False,Laborers,1,2,4,15.0,True,True,0.08262263,0.29318032,0.41010258,True,1.0,0
15750.0,True,False,True,True,0,28440.0,2259.9,Alone,Service,1.0,S,False,CL,Home,0.008474,11598,3314,2568,3111,True,False,True,Laborers,1,2,4,11.0,True,True,0.14651854,0.2122797,0.47225335,True,2.0,1
14850.0,False,False,True,False,0,56880.0,1564.2,Alone,Commercial,1.0,M,False,CL,Home,0.018029,15836,409,4725,4702,True,True,False,Sales,2,3,3,7.0,True,True,0.49891776,0.5641879,0.31859553,True,0.0,1
24750.0,True,False,True,True,1,50746.95,4022.55,Alone,Service,1.0,M,False,CL,Home,0.022625,15631,816,5435,5345,True,False,True,Sales,3,2,6,15.0,True,True,0.43512616,0.7850154,0.38762534,True,3.0,0
18000.0,True,True,True,False,0,23985.0,2557.8,Others,Commercial,1.0,S,False,CL,Home,0.030755,11202,3298,907,3280,True,False,False,Laborers,1,2,2,15.0,True,True,0.17095476,0.22870198,0.47225335,True,0.0,0
31500.0,True,True,False,True,1,72846.0,6929.55,Alone,Commercial,2.0,M,False,CL,Home,0.003069,14290,2347,8203,3253,True,False,False,HR,3,3,1,11.0,True,True,0.50099725,0.7851187,0.7713616,True,2.0,0
15750.0,False,False,True,True,0,75519.0,3212.55,Alone,Service,0.0,S,False,CL,Home,0.01885,19623,2909,8373,3037,True,False,False,Cooking,1,2,4,14.0,True,True,0.6087197,0.3384151,0.5460232,True,1.0,0
13500.0,False,True,True,True,0,52128.0,2840.85,Alone,Commercial,1.0,M,False,CL,Family,0.006629,16501,742,1270,11,True,False,False,Laborers,2,2,6,6.0,True,True,0.51374257,0.64991945,0.61782616,True,2.0,0
27000.0,False,False,True,True,0,48117.6,2469.6,Partner,Commercial,2.0,M,False,CL,Home,0.007274,9808,1860,5710,544,True,False,False,Medicine,2,2,6,14.0,True,True,0.46293613,0.5602212,0.15663983,True,4.0,0
6750.0,False,False,False,True,0,11206.8,1219.95,Alone,Commercial,2.0,M,False,CL,Home,0.00702,20063,773,935,967,True,False,False,Cleaning,2,2,6,14.0,True,True,0.5363749,0.27665034,0.4740513,True,4.0,1
18000.0,False,False,True,True,0,47250.0,2890.35,Alone,Govt Job,2.0,S,False,CL,Home,0.010032,14681,4519,7301,4672,True,False,False,Core,1,2,4,6.0,True,True,0.6796869,0.6340745,0.45969045,True,3.0,0
45000.0,True,False,False,True,0,14391.0,1345.5,Alone,Commercial,2.0,M,False,CL,Home,0.04622,11978,234,5970,4118,True,True,True,Core,2,1,5,11.0,True,True,0.31585065,0.7803176,0.6594055,True,0.0,0
31500.0,False,True,True,True,0,125640.0,3686.4,Alone,Service,1.0,D,False,CL,Home,0.072508,19300,2498,6869,2810,True,False,True,Laborers,1,1,5,18.0,True,True,0.7324499,0.74438673,0.45253357,True,2.0,0
40500.0,True,False,False,True,0,170550.0,5368.05,Alone,Service,2.0,D,False,CL,Home,0.072508,17231,1344,10937,774,True,True,True,Laborers,1,1,5,11.0,True,True,0.6641646,0.7461966,0.6577838,True,2.0,0
28350.0,True,True,True,False,1,98641.8,4758.3,Alone,Commercial,2.0,S,False,CL,Home,0.0228,9382,330,298,188,True,False,False,Accountants,2,2,6,9.0,True,True,0.5664713,0.49185693,0.24853556,True,0.0,0
13500.0,False,True,False,True,0,23432.4,1578.6,Alone,Commercial,1.0,M,False,CL,Home,0.02461,14281,2868,873,4999,True,False,False,Sales,2,2,2,12.0,True,True,0.76235,0.5819962,0.8193177,True,3.0,0
11250.0,True,True,False,True,1,26550.0,2097.45,Alone,Service,1.0,M,False,CL,Home,0.035792,11926,3162,6062,4397,True,True,False,Drivers,3,2,3,10.0,True,True,0.22052698,0.5984745,0.6754133,True,0.0,0
33750.0,True,True,True,True,2,63000.0,4990.5,Relative,Service,1.0,M,False,CL,Home,0.026392,10997,2603,1007,3377,True,False,True,Core,4,2,1,10.0,True,True,0.41200742,0.6433991,0.8128226,True,2.0,1
15750.0,False,False,True,False,0,62241.3,2754.45,Partner,Service,1.0,M,False,CL,Municipal,0.005002,14155,6670,3367,1525,True,False,False,Medicine,2,3,2,14.0,True,True,0.4233609,0.50272983,0.73098737,True,2.0,0
15750.0,True,False,False,True,2,67500.0,2177.55,Alone,Service,2.0,M,False,CL,Home,0.018801,13122,4483,4271,1913,True,True,False,Managers,4,2,3,8.0,True,True,0.36761945,0.26993203,0.7958031,True,1.0,0
13500.0,False,True,True,True,3,27000.0,1350.0,Alone,Govt Job,1.0,M,False,RL,Home,0.032561,14558,4600,659,119,True,False,True,Medicine,5,1,5,18.0,True,True,0.74310446,0.64145505,0.41534716,True,3.0,0
13500.0,False,False,True,False,1,81943.2,2408.85,Alone,Service,1.0,M,False,CL,Home,0.006671,14754,5236,8903,1560,True,False,False,Sales,3,2,2,18.0,True,True,0.46874294,0.6626841,0.5884878,True,4.0,0
27000.0,True,False,False,True,0,77029.2,2934.0,Relative,Service,2.0,S,False,CL,Home,0.02461,8278,1395,3142,955,True,True,True,Sales,1,2,5,14.0,True,True,0.23167244,0.5315422,0.6738301,True,3.0,0
9000.0,False,False,False,True,2,45450.0,1479.15,Relative,Service,1.0,M,False,CL,Home,0.026392,15839,366,3161,4725,True,False,False,Sales,4,2,2,14.0,True,True,0.6354198,0.7051979,0.5118918,True,3.0,0
24750.0,False,False,True,True,0,168034.05,5853.6,Alone,Service,2.0,M,False,CL,Home,0.020246,18265,2112,7130,1805,True,False,True,High skill tech,2,3,1,11.0,True,True,0.8322034,0.7018638,0.24318647,True,2.0,0
15750.0,False,True,False,True,2,31998.15,1409.4,Relative,Service,2.0,M,False,CL,Home,0.003813,13942,2944,695,4780,True,False,False,Laborers,4,2,4,10.0,True,True,0.31120098,0.2107589,0.50287825,True,0.0,0
12600.0,False,False,True,False,0,67950.0,1999.8,Alone,Govt Job,1.0,M,False,CL,Home,0.007114,11977,4687,1768,3638,True,False,True,Cooking,2,2,1,19.0,True,True,0.3550262,0.26293588,0.32489124,True,0.0,0
11250.0,True,False,False,False,0,30220.65,1164.15,Alone,Service,1.0,S,False,CL,Home,0.006207,9088,208,1491,1506,True,True,True,Laborers,1,2,3,11.0,True,True,0.5003829,0.5802396,0.50468135,True,1.0,0
15750.0,True,False,True,True,0,45000.0,2250.0,Alone,Service,1.0,D,False,RL,Home,0.0228,14753,3946,1309,3960,True,False,False,Drivers,1,2,2,14.0,True,True,0.62015086,0.69666284,0.8128226,True,0.0,0
20250.0,False,True,True,True,0,208512.0,6322.05,Alone,Govt Job,2.0,S,False,CL,Home,0.072508,14040,359,2854,2385,True,True,True,Core,1,1,2,14.0,True,True,0.45016155,0.75581336,0.37064964,True,0.0,0
14850.0,True,False,True,False,0,40138.65,1647.45,Alone,Service,2.0,M,False,CL,Home,0.008474,19218,1426,8716,2770,True,False,True,Laborers,2,2,3,18.0,True,True,0.580509,0.7612524,0.7662337,True,3.0,0
15750.0,True,True,True,True,1,42513.3,1994.85,Alone,Commercial,1.0,S,False,CL,Home,0.025164,17094,5094,7134,623,True,False,False,Laborers,2,2,3,10.0,True,True,0.3899138,0.13301392,0.36061257,True,0.0,0
31500.0,False,False,False,False,1,90000.0,7229.25,Alone,Commercial,1.0,S,False,CL,Family,0.007274,11256,1302,4449,2479,True,False,False,Laborers,2,2,6,12.0,True,True,0.56905705,0.61717993,0.27933532,True,1.0,0
13500.0,False,True,True,True,0,55255.5,1825.65,Alone,Commercial,1.0,S,False,CL,Home,0.020713,18275,3436,4257,1811,True,False,False,Sales,1,3,6,6.0,True,True,0.8218288,0.4604497,0.5226973,True,0.0,0
67500.0,False,True,False,True,0,90000.0,4500.0,Relative,Commercial,2.0,S,False,RL,Home,0.005084,17086,6720,3701,4053,True,False,True,Managers,1,2,1,17.0,True,True,0.88143545,0.663119,0.0950704,True,4.0,0
11250.0,False,False,False,True,0,10425.6,968.85,Alone,Service,1.0,S,False,CL,Home,0.035792,12236,2046,6155,4343,True,False,True,Accountants,1,2,4,16.0,True,True,0.27520102,0.6827133,0.62799084,True,1.0,0
9900.0,True,True,True,False,0,31276.8,1998.9,Alone,Service,2.0,M,False,CL,Home,0.020246,16385,3252,712,4147,True,True,False,Laborers,2,3,6,12.0,True,True,0.5567085,0.3204578,0.6528965,True,3.0,0
15750.0,True,True,False,True,2,18000.0,900.0,Alone,Service,2.0,M,False,RL,Home,0.005002,9341,226,4215,1071,True,False,False,Sales,4,3,4,18.0,True,True,0.47369203,0.49009717,0.072496675,True,1.0,0
15750.0,False,True,False,False,2,43707.6,3121.2,Alone,Service,2.0,M,False,CL,Municipal,0.04622,13244,1318,7349,5536,True,False,False,Core,4,1,1,17.0,True,True,0.82518834,0.6459188,0.74079907,True,0.0,0
15750.0,False,False,True,True,1,81000.0,2368.35,Alone,Service,1.0,M,False,CL,Home,0.018209,10307,2987,932,1897,True,True,True,Managers,3,3,3,6.0,True,True,0.33274415,0.64640874,0.41359675,True,0.0,0
11250.0,False,True,False,True,1,34380.0,1615.5,Alone,Govt Job,1.0,M,False,CL,Home,0.0105,11000,1624,206,3395,True,False,False,Core,3,3,1,13.0,True,True,0.203089,0.6089479,0.36394525,True,2.0,1
13500.0,False,True,False,True,0,30153.6,1241.1,Alone,Service,2.0,M,False,CL,Home,0.010032,11759,1950,7743,692,True,False,False,Core,2,2,4,5.0,True,True,0.5432457,0.20372851,0.26224896,True,5.0,0
22500.0,True,False,True,False,1,36489.6,2655.0,Alone,Commercial,2.0,M,False,CL,Home,0.00963,11539,329,2413,3582,True,True,True,Drivers,3,2,2,14.0,True,True,0.3293732,0.35814613,0.2580842,True,0.0,0
11250.0,False,False,True,True,0,45000.0,2250.0,Alone,Commercial,2.0,M,False,RL,Home,0.005313,16884,789,77,292,True,False,False,Core,2,2,2,17.0,True,True,0.750434,0.40819427,0.7091891,True,1.0,0
15750.0,True,False,True,True,1,122301.0,4863.15,Alone,Service,1.0,M,False,CL,Home,0.007274,13057,4854,956,4351,True,False,False,Laborers,3,2,2,16.0,True,True,0.3289945,0.44429138,0.61782616,True,0.0,0
18000.0,True,True,False,True,0,59256.0,3038.4,Alone,Commercial,1.0,M,False,CL,Home,0.006233,15614,107,2326,4749,True,False,False,High skill tech,2,2,5,11.0,True,True,0.28173137,0.7228623,0.5620605,True,4.0,0
22500.0,False,False,True,False,0,80034.3,8404.2,Alone,Commercial,1.0,M,False,CL,Home,0.04622,14258,2601,7419,1084,True,False,True,Sales,2,1,3,13.0,True,True,0.73363996,0.68470895,0.7091891,True,4.0,0
22500.0,False,True,False,True,0,146761.2,5589.9,Alone,Service,2.0,S,False,CL,Home,0.028663,14497,3801,6997,3928,True,True,False,Managers,1,2,4,10.0,True,True,0.44202343,0.70980465,0.56737924,True,2.0,0
16650.0,False,False,True,True,0,18587.7,962.1,Alone,Service,1.0,S,False,CL,Home,0.01885,19003,918,2533,2534,True,False,False,Cleaning,1,2,2,16.0,True,True,0.6479891,0.76456696,0.6446794,True,3.0,0
14400.0,False,False,True,False,0,93161.7,4116.6,Alone,Service,2.0,M,False,CL,Home,0.003813,17571,7343,1779,1114,True,False,False,Core,2,2,3,7.0,True,True,0.713807,0.39185798,0.6577838,True,6.0,0
18000.0,False,True,False,True,1,27000.0,1350.0,Alone,Govt Job,2.0,M,False,RL,Home,0.035792,18001,5542,5937,1527,True,False,False,High skill tech,3,2,3,19.0,True,True,0.36316547,0.64491785,0.42765737,True,2.0,0
24750.0,True,True,True,True,0,143650.8,5172.75,Alone,Service,2.0,D,False,CL,Home,0.025164,17732,10624,6029,1287,True,False,False,Managers,1,2,4,9.0,True,True,0.5118897,0.657035,0.49386287,True,0.0,0
15750.0,False,False,False,True,1,24635.7,2627.1,Alone,Service,1.0,M,False,CL,Home,0.006629,12249,3944,1001,4576,True,False,False,Medicine,3,2,2,11.0,True,True,0.4328484,0.5680874,0.7281413,True,1.0,0
21600.0,False,False,False,False,0,33362.1,2145.15,Alone,Govt Job,1.0,D,False,CL,Home,0.010006,19930,5052,3032,3459,True,False,False,Medicine,1,1,3,12.0,True,True,0.5537354,0.44845787,0.27788568,True,2.0,0
31500.0,True,False,True,True,1,202500.0,5355.0,Alone,Commercial,2.0,M,False,CL,Home,0.003541,11740,951,2834,3997,True,False,False,Managers,3,1,2,12.0,True,True,0.29012498,0.7516897,0.6195277,True,1.0,0
24750.0,False,True,False,True,2,26955.0,2173.95,Alone,Service,1.0,D,False,CL,Home,0.007114,12944,1515,1540,5073,True,True,True,Managers,3,2,3,12.0,True,True,0.4686637,0.71116304,0.3016249,True,0.0,0
6750.0,False,False,False,True,0,17064.0,1153.35,Alone,Service,1.0,M,False,CL,Family,0.006671,12204,563,3759,3755,True,False,False,Cooking,2,2,2,17.0,True,True,0.202643,0.32247546,0.13680053,True,4.0,1
15750.0,True,False,True,True,1,81404.1,2625.75,Kids,Service,1.0,M,False,CL,Home,0.0105,18910,4183,3677,2337,True,False,False,Laborers,3,3,3,9.0,True,True,0.5000382,0.45823938,0.77640986,True,0.0,0
20250.0,False,False,True,True,1,54000.0,2105.55,Partner,Service,1.0,M,False,CL,Home,0.018209,12334,2582,10632,930,True,False,False,Laborers,3,3,3,11.0,True,True,0.4430549,0.7174329,0.5495965,True,2.0,0
24750.0,True,False,True,False,0,56605.5,1506.15,Alone,Commercial,2.0,M,False,CL,Home,0.072508,15620,1716,518,563,True,False,True,High skill tech,2,1,1,14.0,True,True,0.6116318,0.7252086,0.41184855,True,0.0,0
18000.0,True,False,True,False,0,22500.0,2423.25,Alone,Commercial,2.0,S,False,CL,Home,0.072508,9190,525,9124,668,True,False,True,Laborers,1,1,1,19.0,True,True,0.66876644,0.45860857,0.30927536,True,4.0,0
10350.0,False,False,True,True,1,5094.0,587.7,Alone,Service,2.0,M,False,CL,Home,0.006008,11257,2958,4092,2014,True,False,False,Managers,3,2,2,10.0,True,True,0.37925908,0.6710637,0.32016337,True,2.0,0
33750.0,False,False,False,False,1,70641.0,6720.3,Alone,Service,1.0,M,False,CL,Municipal,0.008019,15225,2389,7868,3736,True,False,False,Security,3,2,2,11.0,True,True,0.27431855,0.4249871,0.6577838,True,0.0,0
13500.0,True,False,True,True,1,34380.0,1615.5,Alone,Commercial,1.0,M,False,CL,Home,0.025164,9356,1949,398,1867,True,False,True,Laborers,3,2,1,14.0,True,True,0.5228701,0.53337675,0.115386665,True,1.0,1
9000.0,False,False,False,True,0,14263.2,1548.9,Alone,Service,1.0,S,False,CL,Home,0.020246,10627,2938,10535,3252,True,False,False,Sales,1,3,1,9.0,True,True,0.285907,0.35691047,0.49386287,True,0.0,0
54000.0,True,False,False,False,0,71509.5,5359.5,Alone,Commercial,1.0,S,False,CL,Rental,0.04622,10499,1727,56,2198,True,False,False,Sales,1,1,4,11.0,True,True,0.29545116,0.7052297,0.49566582,True,2.0,0
27000.0,False,True,True,False,2,24750.0,2950.2,Alone,Commercial,1.0,M,False,CL,Home,0.003069,15743,7939,2719,1244,True,False,False,Drivers,4,3,1,13.0,True,True,0.45896947,0.7727747,0.5316861,True,4.0,0
13500.0,False,False,False,True,0,18000.0,1890.0,Alone,Service,2.0,M,False,CL,Home,0.02461,11871,4160,5438,3134,True,True,False,Laborers,2,2,3,18.0,True,True,0.18325348,0.64829075,0.53707,True,3.0,0
5850.0,True,True,False,True,0,77091.3,2267.1,Alone,Govt Job,1.0,D,False,CL,Home,0.025164,19504,2212,82,3063,True,False,False,Core,1,2,1,11.0,True,True,0.61812276,0.765259,0.69409263,True,0.0,0
22500.0,False,False,True,True,0,36000.0,1800.0,Alone,Service,2.0,S,False,RL,Home,0.022625,21295,5603,7533,4574,True,False,False,Core,1,2,4,12.0,True,True,0.86284304,0.744549,0.7223929,True,1.0,0
8100.0,True,False,True,True,1,62241.3,3007.35,Alone,Service,1.0,M,False,CL,Home,0.011703,10037,1476,2253,307,True,False,False,Core,3,2,1,13.0,True,True,0.26294968,0.6711168,0.27933532,True,0.0,1
27000.0,False,True,False,True,1,71509.5,5346.45,Alone,nan,1.0,M,False,CL,Home,0.02461,11842,232,3797,2167,True,False,False,Cooking,3,2,1,9.0,True,True,0.5819334,0.5155283,0.4632753,True,1.0,0
22500.0,True,False,False,False,0,60750.0,1602.45,Alone,Service,1.0,M,False,CL,Home,0.0228,11712,3086,1135,4117,True,True,True,High skill tech,2,2,2,12.0,True,True,0.24126326,0.61191195,0.5971924,True,0.0,0
13500.0,False,True,False,False,0,13500.0,675.0,Relative,Govt Job,1.0,S,False,RL,Home,0.026392,12289,1140,6254,2303,True,False,False,Accountants,1,2,4,16.0,True,True,0.3771429,0.66579074,0.7610264,True,1.0,0
31500.0,True,False,False,False,0,45450.0,5140.35,Relative,Govt Job,2.0,M,False,CL,Home,0.02461,9089,2495,9067,1444,True,False,True,Core,2,2,6,16.0,True,True,0.8349051,0.74885446,0.4740513,True,2.0,0
9000.0,False,False,False,False,0,23985.0,2544.75,Alone,Service,1.0,M,False,CL,Home,0.030755,12778,5271,428,2195,True,True,True,Sales,2,2,3,11.0,True,True,0.47531646,0.6788689,0.53348166,True,2.0,0
13500.0,False,True,True,True,0,22500.0,1754.1,Alone,Service,1.0,M,False,CL,Home,0.028663,12647,1507,4801,4268,True,False,False,Managers,2,2,4,9.0,True,True,0.39768538,0.68334305,0.5620605,True,3.0,0
20250.0,True,False,True,False,0,127192.95,5057.1,Relative,Service,2.0,M,False,CL,Home,0.025164,11056,1167,1266,3283,True,False,False,Core,2,2,2,11.0,True,True,0.55891937,0.38089317,0.57091653,True,4.0,0
13500.0,False,True,False,True,0,45000.0,2732.4,Alone,Commercial,1.0,M,False,CL,Home,0.01452,15162,3769,7759,3000,True,False,False,Sales,2,2,1,7.0,True,True,0.4775589,0.4585597,0.7738957,True,4.0,0
18000.0,True,False,False,True,1,45000.0,2250.0,Alone,Commercial,2.0,M,False,RL,Home,0.02461,15614,946,9666,4138,True,False,True,High skill tech,3,2,4,12.0,True,True,0.7559827,0.66836953,0.7675231,True,1.0,0
11250.0,True,False,False,True,1,66848.4,2156.4,Relative,Service,2.0,M,False,CL,Home,0.04622,19976,12555,8475,3505,True,False,False,Core,3,1,2,14.0,True,True,0.64249563,0.7303251,0.85282844,True,0.0,0
90000.0,True,True,True,False,0,67500.0,3260.25,Alone,Commercial,0.0,S,False,CL,Home,0.00702,15381,3085,1125,3817,True,False,False,Managers,1,2,0,11.0,True,True,0.5610038,0.7830678,0.16640554,True,2.0,0
31500.0,True,False,False,True,0,27000.0,1350.0,Alone,nan,1.0,M,False,RL,Home,0.011703,16897,2016,1343,419,True,False,False,Drivers,2,2,1,12.0,True,True,0.45572704,0.6882998,0.6512602,True,0.0,0
11250.0,False,True,False,False,0,45000.0,2525.85,Alone,Service,1.0,D,False,CL,Home,0.008866,19745,2795,2743,3279,True,True,True,High skill tech,1,2,1,14.0,True,True,0.714581,0.50369745,0.80274546,True,0.0,0
67500.0,True,False,False,True,0,64008.0,2997.0,Alone,Commercial,2.0,M,False,CL,Home,0.008866,14703,864,535,4886,True,False,False,Managers,2,2,5,12.0,True,True,0.44261217,0.55719113,0.37233368,True,2.0,0
15750.0,False,True,False,True,0,38152.8,1855.35,Alone,Service,1.0,S,False,CL,Home,0.019101,19370,3304,2970,2914,True,False,True,Managers,1,2,4,10.0,True,True,0.5968767,0.723055,0.44183582,True,0.0,0
11250.0,False,False,False,False,0,36489.6,2205.0,Alone,Service,2.0,M,False,CL,Home,0.01885,8988,2292,2384,1500,True,False,True,Core,2,2,1,19.0,True,True,0.26115313,0.66195536,0.51549536,True,1.0,0
22500.0,False,True,True,True,2,176211.0,4858.65,Alone,Commercial,2.0,M,False,CL,Home,0.0228,18026,4185,7154,1571,True,False,False,Laborers,4,2,5,13.0,True,True,0.5692695,0.5705431,0.51729655,True,0.0,0
13500.0,False,True,True,False,2,123681.6,3629.25,Alone,Commercial,2.0,M,False,CL,Home,0.031329,13858,4573,4389,2404,True,False,True,Managers,4,2,5,14.0,True,True,0.5813031,0.74864876,0.47225335,True,2.0,0
9000.0,False,False,True,True,0,25470.0,1701.9,Relative,Service,1.0,M,False,CL,Home,0.031329,10228,2608,1100,1203,True,True,True,Drivers,2,2,3,13.0,True,True,0.23086467,0.27562317,0.2301589,True,1.0,0
15750.0,False,False,True,True,1,72000.0,2105.1,Alone,Service,1.0,M,False,CL,Home,0.019689,10225,603,482,2868,True,True,True,Laborers,3,2,2,12.0,True,True,0.11423252,0.65487343,0.35895124,True,2.0,0
27000.0,False,False,True,True,0,21394.8,2097.0,Alone,Service,2.0,W,False,CL,Home,0.020713,20107,7582,3750,356,True,False,False,Managers,1,3,3,6.0,True,True,0.7708051,0.34025842,0.6738301,True,1.0,0
13500.0,False,False,True,True,0,78192.0,2383.65,Alone,Govt Job,1.0,W,False,CL,Home,0.02461,23172,7795,14370,4538,True,False,False,Core,1,2,4,13.0,True,True,0.75367284,0.51914304,0.58499,True,0.0,0
14850.0,False,False,True,True,0,45450.0,1623.15,Alone,Commercial,1.0,M,False,CL,Home,0.026392,20019,3587,4780,2078,True,True,True,Laborers,2,2,4,17.0,True,True,0.5602047,0.7266878,0.6512602,True,0.0,0
22500.0,False,True,False,False,0,113374.8,3003.75,Alone,Service,1.0,M,False,CL,Home,0.025164,16362,6630,4858,3102,True,True,True,Laborers,2,2,1,12.0,True,True,0.5220872,0.61076367,0.5298898,True,3.0,0
15750.0,False,False,False,True,0,18000.0,900.0,Alone,Service,2.0,S,False,RL,Home,0.008866,9945,927,4561,2592,True,False,False,Core,1,2,6,16.0,True,True,0.37051347,0.4047019,0.47944897,True,4.0,0
20250.0,False,False,True,False,0,65961.0,2436.3,Alone,nan,2.0,M,False,CL,Home,0.019689,8109,250,4539,420,True,False,False,Managers,2,2,5,11.0,True,True,0.5515478,0.66693324,0.44005784,True,0.0,0
18000.0,False,False,False,False,0,76500.0,3456.9,Alone,Commercial,2.0,S,False,CL,Home,0.007274,13089,198,7003,4016,True,True,True,Managers,1,2,2,10.0,True,True,0.3445684,0.5384728,0.61782616,True,0.0,0
11700.0,False,True,True,True,0,111384.0,4430.25,Alone,Service,2.0,M,False,CL,Home,0.010147,16057,5952,7322,4116,True,False,True,Managers,2,2,5,12.0,True,True,0.7842364,0.59313464,0.6212263,True,3.0,0
18000.0,True,False,True,False,0,67950.0,2707.65,Relative,Commercial,1.0,M,False,CL,Home,0.010032,12581,1478,1843,4041,True,True,False,Sales,2,2,5,10.0,True,True,0.0802953,0.017741254,0.49927202,True,0.0,0
22500.0,False,False,False,False,0,82800.0,3754.35,Alone,Commercial,1.0,S,False,CL,Home,0.005144,9106,119,2318,1203,True,False,False,Sales,1,2,2,12.0,True,True,0.16224134,0.50306875,0.51549536,True,1.0,0
20250.0,True,True,True,True,1,107820.0,3491.1,Alone,Commercial,1.0,M,False,CL,Rental,0.072508,18521,1611,10829,1873,True,False,False,Drivers,3,1,5,13.0,True,True,0.5313948,0.28481424,0.28961125,True,0.0,0
8100.0,True,False,False,False,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.006207,8533,212,1285,1191,True,False,False,Private service,2,2,6,12.0,True,True,0.13820067,0.46019435,0.13259749,True,0.0,0
30600.0,False,False,False,True,3,86322.6,3436.2,Alone,Govt Job,1.0,S,False,CL,Municipal,0.04622,14967,2610,9082,509,True,False,False,Core,4,1,5,12.0,True,True,0.6528008,0.7817574,0.5406544,True,1.0,0
11250.0,True,False,False,False,0,10188.0,965.25,Alone,Service,2.0,W,False,CL,Family,0.020713,21877,422,64,5096,True,True,False,High skill tech,1,3,4,8.0,True,True,0.8374431,0.3615564,0.43473324,True,0.0,0
15750.0,True,True,False,True,0,70083.0,2574.45,Alone,Commercial,1.0,D,False,CL,Home,0.010276,21129,2013,5750,820,True,False,False,High skill tech,1,2,4,11.0,True,True,0.49411598,0.29303986,0.53527623,True,5.0,0
13500.0,False,False,True,False,0,25979.4,2740.95,Alone,Service,2.0,S,False,CL,Family,0.009657,8670,145,2318,1347,True,False,False,High skill tech,1,2,6,12.0,True,True,0.3745716,0.4951529,0.6894792,True,0.0,0
18000.0,True,False,False,True,0,67500.0,3375.0,Alone,Commercial,2.0,M,False,RL,Home,0.002506,16042,217,8603,4318,True,False,True,Core,2,2,5,4.0,True,True,0.49621296,0.41389036,0.4974689,True,1.0,0
24750.0,False,False,True,False,2,152820.0,5324.85,Alone,Service,1.0,M,False,CL,Home,0.009175,10916,2337,1291,2381,True,False,False,Private service,4,2,5,14.0,True,True,0.15732622,0.7236414,0.31547216,True,0.0,0
11250.0,True,False,True,True,1,25373.7,2677.5,Alone,Service,2.0,M,False,CL,Home,0.008019,14769,267,630,4921,True,False,False,Core,3,2,3,16.0,True,True,0.45602307,0.32119635,0.5971924,True,1.0,0
11250.0,False,True,False,True,2,115436.25,3388.05,Alone,Govt Job,2.0,M,False,CL,Home,0.025164,15229,3455,3340,4516,True,False,False,Core,4,2,6,10.0,True,True,0.5190295,0.15967923,0.40140742,True,4.0,0
24300.0,True,True,True,True,0,122790.15,4689.9,Alone,Commercial,2.0,M,False,CL,Home,0.01885,15920,4931,5859,4537,True,False,True,Core,2,2,5,11.0,True,True,0.5522933,0.66957045,0.6594055,True,2.0,0
20250.0,True,False,False,True,0,90000.0,6039.0,Alone,Commercial,2.0,W,False,CL,Family,0.035792,19494,4780,7773,3048,True,False,True,Managers,1,2,5,18.0,True,True,0.78313947,0.6912244,0.7449322,True,1.0,0
15750.0,True,True,True,True,0,37327.05,3423.6,Relative,Service,2.0,M,False,CL,Home,0.00733,13437,3978,301,2709,True,False,False,Core,2,2,1,17.0,True,True,0.45165852,0.51028365,0.07647352,True,2.0,0
13500.0,False,False,True,False,1,22752.0,870.75,Alone,Service,1.0,D,False,CL,Family,0.010006,12294,1528,213,4081,True,False,False,Laborers,2,1,5,8.0,True,True,0.28784555,0.57269573,0.6894792,True,3.0,0
18000.0,True,False,False,False,0,57362.85,2671.2,Alone,Commercial,2.0,S,False,CL,Family,0.072508,10726,810,5037,3283,True,False,True,Accountants,1,1,0,13.0,True,True,0.5154383,0.80933166,0.7801436,True,1.0,0
14400.0,False,False,True,False,1,157500.0,4331.25,Relative,Service,2.0,M,False,CL,Home,0.022625,15816,249,8812,1700,True,False,False,Managers,3,2,1,11.0,True,True,0.6076707,0.34849352,0.3944954,True,1.0,0
12150.0,False,True,False,True,1,34696.8,2537.55,Kids,Service,1.0,M,False,CL,Home,0.011657,14418,3193,8545,4499,True,False,False,Laborers,3,1,0,15.0,True,True,0.7284592,0.5427251,0.3217353,True,2.0,0
12600.0,True,False,True,False,0,52128.0,2674.35,Alone,Govt Job,1.0,M,False,CL,Home,0.00733,18962,3327,9072,714,True,False,False,Core,2,2,2,14.0,True,True,0.6238565,0.2016928,0.5797274,True,2.0,0
12150.0,False,False,True,True,2,25470.0,3035.7,Alone,Service,2.0,M,False,CL,Home,0.018801,11659,3205,3259,2264,True,True,False,Accountants,4,2,1,16.0,True,True,0.48835886,0.56307995,0.52809274,True,1.0,0
20250.0,False,False,False,True,1,50688.9,1923.75,Alone,Service,2.0,M,False,CL,Home,0.035792,13830,3171,3160,4286,True,False,False,Laborers,3,2,6,14.0,True,True,0.45428252,0.6908042,0.16146308,True,4.0,0
12150.0,False,False,False,False,0,10073.7,1068.75,Alone,Service,2.0,S,False,CL,Family,0.02461,13237,3988,6784,3720,True,False,False,Managers,1,2,6,13.0,True,True,0.63668233,0.5307798,0.7463002,True,2.0,0
43650.0,True,False,True,True,0,63436.05,2700.45,Relative,Service,2.0,M,False,CL,Home,0.020713,20241,1245,352,3695,True,False,False,Managers,2,2,4,6.0,True,True,0.63044995,0.5863414,0.6594055,True,1.0,0
18000.0,False,True,True,True,0,112500.0,3629.25,Alone,Commercial,1.0,S,False,CL,Home,0.010276,14932,1114,8386,4641,True,False,False,Laborers,1,2,5,17.0,True,True,0.6760078,0.7486364,0.47764915,True,4.0,0
202500.0,True,False,True,True,0,128835.0,4169.25,Alone,Commercial,2.0,M,False,CL,Home,0.04622,9057,549,8996,1566,True,False,False,IT,2,1,1,14.0,True,True,0.14675745,0.39927167,0.06510961,True,0.0,0
11250.0,False,True,False,False,1,63448.2,2059.65,Alone,Service,1.0,M,False,CL,Home,0.010966,13228,1921,4788,4788,True,False,False,Sales,3,2,4,10.0,True,True,0.44584644,0.48664942,0.51729655,True,3.0,0
36000.0,True,False,False,True,0,54449.1,1604.7,Kids,Service,1.0,D,False,CL,Home,0.006629,17770,1493,4937,1321,True,False,False,Managers,1,2,5,5.0,True,True,0.7859307,0.60449183,0.67065173,True,2.0,0
33750.0,True,True,False,False,2,84874.5,4333.5,Alone,Govt Job,2.0,M,False,CL,Home,0.018801,15295,1990,1121,4634,True,True,False,Managers,4,2,1,10.0,True,True,0.334564,0.559262,0.5298898,True,2.0,0
13500.0,False,True,False,True,0,59256.0,3038.4,Alone,Service,1.0,S,False,CL,Home,0.003818,11398,1627,3902,3893,True,False,False,Laborers,1,2,6,8.0,True,True,0.19830199,0.64037305,0.2851799,True,4.0,0
20250.0,True,False,False,False,1,124354.8,5077.8,Alone,Service,2.0,M,False,CL,Family,0.018029,15112,1264,6133,5249,True,False,False,Core,3,3,3,5.0,True,True,0.5308576,0.4746027,0.47764915,True,3.0,0
9000.0,False,False,False,False,0,67500.0,2479.95,Alone,Service,1.0,M,False,CL,Home,0.010147,9436,1659,9411,1739,True,False,False,Sales,2,2,4,14.0,True,True,0.22300908,0.5974283,0.44361532,True,3.0,0
9000.0,False,False,True,True,1,24750.0,1237.5,Alone,Service,1.0,M,False,RL,Home,0.006233,11701,706,2513,2451,True,True,False,Core,3,2,5,15.0,True,True,0.39985767,0.18132909,0.15193455,True,0.0,0
27000.0,True,False,False,False,0,75519.0,3645.9,Alone,Commercial,1.0,S,False,CL,Family,0.020246,10043,1487,2421,2421,True,True,True,Drivers,1,3,1,11.0,True,True,0.16494332,0.34792772,0.08559545,True,0.0,0
18000.0,False,False,False,False,1,36489.6,1992.6,Relative,Commercial,2.0,M,False,CL,Home,0.04622,14045,857,1593,3022,True,False,False,Core,3,1,1,14.0,True,True,0.5096875,0.7471025,0.20442262,True,3.0,0
11250.0,False,False,True,True,1,19357.2,2066.85,Alone,Service,1.0,D,False,CL,Home,0.009175,13501,1748,3326,4171,True,True,False,Managers,2,2,5,11.0,True,True,0.8083415,0.750242,0.508287,True,0.0,0
15750.0,False,False,False,True,1,71294.4,3442.95,Alone,Service,1.0,M,False,CL,Home,0.022625,14245,300,1014,1376,True,False,False,Sales,3,2,1,13.0,True,True,0.18135732,0.61775845,0.6041126,True,0.0,0
31500.0,False,False,False,False,0,59256.0,3025.35,Alone,Service,1.0,S,False,CL,Home,0.008019,14729,6879,1397,4340,True,False,False,Laborers,1,2,1,10.0,True,True,0.59365875,0.3141907,0.5954562,True,3.0,1
15750.0,False,False,True,False,0,22500.0,1094.4,Alone,Service,1.0,M,False,CL,Home,0.019689,9981,315,597,2590,True,False,False,Laborers,2,2,4,20.0,True,True,0.18083951,0.6051034,0.19070596,True,1.0,0
9000.0,False,False,True,False,0,7418.25,680.4,Alone,Commercial,1.0,S,False,CL,Family,0.018634,15848,951,9820,591,True,True,False,Laborers,1,2,1,14.0,True,True,0.4528782,0.5039981,0.06294858,True,1.0,1
18000.0,False,False,False,False,1,128835.0,3780.0,Alone,Commercial,1.0,W,False,CL,Municipal,0.025164,15441,1414,9519,4407,True,False,False,Medicine,2,2,2,13.0,True,True,0.6394565,0.660927,0.57796913,True,0.0,0
18000.0,False,False,False,False,2,90000.0,2903.4,Alone,Service,2.0,M,False,CL,Home,0.032561,12161,97,2630,4350,True,False,True,Managers,4,1,4,11.0,True,True,0.65274674,0.36138985,0.6577838,True,3.0,0
20250.0,False,False,True,True,0,154602.0,4091.4,Alone,Commercial,2.0,M,False,CL,Home,0.00496,9623,1751,4438,2216,True,False,True,Managers,2,2,2,13.0,True,True,0.1283907,0.6547845,0.23272477,True,0.0,0
9900.0,False,False,True,True,0,64008.0,3126.15,Alone,Commercial,2.0,M,False,CL,Home,0.031329,11754,4981,789,4416,True,False,False,High skill tech,2,2,1,15.0,True,True,0.48432887,0.71593654,0.5726825,True,2.0,0
9900.0,False,False,True,False,1,25470.0,1435.05,Alone,Service,1.0,M,False,CL,Home,0.032561,18468,5029,10089,1999,True,True,True,High skill tech,3,1,6,13.0,True,True,0.66982293,0.28603628,0.5064842,True,0.0,0
45000.0,False,True,True,False,0,27000.0,1826.55,Alone,Govt Job,2.0,M,False,CL,Home,0.022625,13234,1629,1205,2684,True,False,True,Cooking,2,2,6,12.0,True,True,0.29055846,0.6409067,0.12373532,True,1.0,0
14400.0,True,False,True,True,1,83538.0,4032.0,Alone,Service,2.0,M,False,CL,Home,0.018634,11513,895,10140,420,True,False,False,Accountants,3,2,2,14.0,True,True,0.41212305,0.22169706,0.3062023,True,2.0,0
15750.0,False,False,False,True,1,10800.0,598.95,Alone,Service,1.0,M,False,CL,Home,0.010643,17699,7817,8779,1248,True,False,False,Core,3,2,6,13.0,True,True,0.51968044,0.70302933,0.32331124,True,1.0,0
20250.0,True,True,False,True,2,99308.25,3951.45,Alone,Govt Job,1.0,M,False,CL,Home,0.02461,14262,508,6540,4251,True,False,False,Accountants,4,2,3,11.0,True,True,0.5251609,0.32277653,0.000527265,True,3.0,0
22500.0,True,True,True,True,1,35844.3,1756.35,Alone,Service,1.0,S,False,CL,Home,0.006305,12281,584,1755,1755,True,False,False,Sales,2,3,1,5.0,True,True,0.61539197,0.21403651,0.3360615,True,3.0,0
10350.0,True,False,True,True,1,18846.0,1035.0,Relative,Service,2.0,M,False,CL,Home,0.031329,15973,1413,4931,5242,True,False,False,Laborers,3,2,1,15.0,True,True,0.6478378,0.6051347,0.292588,True,8.0,0
11250.0,False,False,True,True,1,13477.5,971.55,Alone,Govt Job,2.0,M,False,CL,Home,0.01885,15454,1580,9403,4650,True,False,False,Managers,3,2,0,14.0,True,True,0.83050424,0.76805604,0.6690567,True,0.0,0
11250.0,False,False,False,False,0,22500.0,929.25,Alone,Commercial,1.0,M,False,CL,Home,0.018209,12799,138,3170,5335,True,False,True,Sales,2,3,4,12.0,True,True,0.33541468,0.50194263,0.038697515,True,1.0,0
15750.0,True,True,True,False,1,36000.0,1691.1,Alone,Service,1.0,M,False,CL,Municipal,0.010006,11424,464,365,1424,True,False,False,Accountants,3,1,5,15.0,True,True,0.2037364,0.37666354,0.52449644,True,1.0,0
9000.0,False,False,False,True,0,21564.0,1037.25,Alone,Service,1.0,M,False,CL,Home,0.025164,21243,4706,8426,4740,True,False,False,Core,2,2,3,16.0,True,True,0.87807775,0.29824919,0.000527265,True,4.0,0
63000.0,False,False,False,True,2,109602.0,5609.25,Alone,Commercial,2.0,M,False,CL,Home,0.010556,13739,272,5319,5320,True,False,False,Managers,4,3,4,15.0,True,True,0.3859721,0.45631823,0.50107515,True,1.0,0
31500.0,False,False,True,True,1,104978.25,5606.1,Alone,Commercial,2.0,M,False,CL,Home,0.04622,13870,1935,7973,4512,True,False,True,Managers,3,1,5,12.0,True,True,0.5325766,0.7053979,0.17876047,True,1.0,0
18000.0,False,False,True,True,2,52128.0,3163.05,Alone,Service,2.0,M,False,CL,Home,0.018801,15729,2196,2836,5180,True,False,True,Core,4,2,5,11.0,True,True,0.6340733,0.6923108,0.3656165,True,1.0,0
13500.0,True,False,True,True,0,7641.0,815.4,Alone,Service,1.0,M,False,CL,Home,0.019689,9598,1946,4361,2218,True,False,False,Core,2,2,2,11.0,True,True,0.3575116,0.4953661,0.62967426,True,1.0,0
15750.0,False,False,True,False,0,25470.0,1331.55,Alone,Commercial,1.0,M,False,CL,Home,0.00702,13436,193,2832,5901,True,False,True,Core,2,2,1,14.0,True,True,0.55098367,0.5851475,0.8128226,True,0.0,0
13500.0,False,False,False,True,0,22752.0,1668.6,Alone,Service,1.0,M,False,CL,Home,0.003813,19375,1574,9471,2923,True,False,False,Drivers,2,2,2,7.0,True,True,0.44786093,0.5253356,0.5744466,True,5.0,0
27000.0,True,False,False,True,0,100692.0,4549.95,Alone,Service,1.0,M,False,CL,Home,0.00733,16078,1273,8787,4126,True,False,False,Drivers,2,2,4,14.0,True,True,0.37395263,0.5801917,0.5226973,True,3.0,0
18000.0,True,False,True,False,0,157500.0,4344.3,Alone,Commercial,1.0,S,False,CL,Family,0.018209,10199,888,5032,2702,True,False,False,Core,1,3,4,16.0,True,True,0.22813399,0.55059916,0.5971924,True,0.0,0
18000.0,False,False,False,True,0,78713.1,4408.2,Alone,Service,2.0,M,False,CL,Municipal,0.04622,11517,448,5429,4176,True,False,False,Core,2,1,2,19.0,True,True,0.67989856,0.6310249,0.6058363,True,0.0,0
22500.0,False,False,True,True,1,116672.4,3411.45,Relative,Service,1.0,M,False,CL,Home,0.0105,17691,353,2308,1063,True,False,False,Low-skill Laborers,3,3,3,12.0,True,True,0.6501475,0.053208552,0.3409064,True,8.0,0
18000.0,False,False,False,False,1,63373.05,3248.55,Alone,Service,1.0,M,False,CL,Municipal,0.009549,16008,2031,8387,2290,True,False,False,Managers,3,2,5,13.0,True,True,0.6278761,0.48023295,0.28961125,True,4.0,1
20250.0,False,True,False,True,0,137955.6,5267.7,Alone,Service,2.0,M,False,CL,Home,0.018634,21596,3744,3504,4598,True,False,True,Managers,2,2,3,17.0,True,True,0.8092819,0.66458297,0.6894792,True,3.0,0
9000.0,False,False,True,True,0,55350.0,2108.25,Alone,Service,1.0,S,False,CL,Home,0.018209,9081,1176,3805,1745,True,False,False,High skill tech,1,3,4,11.0,True,True,0.21596795,0.21222852,0.7136314,True,1.0,0
18000.0,True,False,True,False,0,93830.4,3114.0,Alone,Service,1.0,M,False,CL,Home,0.019101,16830,6106,10840,370,True,False,False,Sales,2,2,2,18.0,True,True,0.8195289,0.7572071,0.63303167,True,2.0,0
7650.0,False,False,False,True,0,31276.8,2484.0,Alone,Service,1.0,M,False,CL,Home,0.020713,15402,4614,9348,5087,True,False,False,Cleaning,2,2,1,11.0,True,True,0.18354076,0.6428922,0.44896227,True,3.0,1
18000.0,False,True,True,True,0,26415.9,1988.1,Relative,Commercial,1.0,M,False,CL,Home,0.0228,13735,6842,28,4750,True,False,True,Private service,2,2,2,14.0,True,True,0.5910398,0.53704864,0.6754133,True,0.0,0
11250.0,False,True,False,True,0,5925.6,391.5,Alone,Commercial,1.0,M,False,CL,Home,0.035792,13899,393,5017,4750,True,False,False,Sales,2,2,0,15.0,True,True,0.6755313,0.11498464,0.5691488,True,2.0,0
15750.0,False,False,False,True,2,59033.7,2853.0,Alone,Service,1.0,M,False,CL,Home,0.009657,14051,6688,1575,4365,True,False,True,High skill tech,4,2,3,17.0,True,True,0.808778,0.68062073,0.3825018,True,4.0,0
6750.0,False,True,True,True,2,113850.0,3328.65,Relative,Govt Job,1.0,M,False,CL,Home,0.018801,13337,2770,7149,5112,True,False,False,Cooking,4,2,0,11.0,True,True,0.3900715,0.45509782,0.6738301,True,3.0,0
9000.0,False,False,True,False,0,67500.0,2872.8,Alone,Govt Job,1.0,M,False,CL,Family,0.008866,13043,5598,2583,2590,True,True,True,High skill tech,2,2,3,9.0,True,True,0.39968374,0.40975884,0.508287,True,3.0,0
9000.0,True,False,True,True,1,54504.0,4319.1,Alone,Service,2.0,M,False,CL,Home,0.010006,10523,1151,10482,2700,True,True,True,Cooking,3,2,3,9.0,True,True,0.76868385,0.7346571,0.63303167,True,3.0,0
15750.0,True,True,False,True,2,22500.0,2238.3,Relative,Service,1.0,M,False,CL,Home,0.025164,15185,3229,1194,4742,True,True,True,Managers,4,2,5,10.0,True,True,0.7714884,0.36471215,0.78383243,True,2.0,0
26100.0,True,False,False,True,0,27000.0,1350.0,Alone,Commercial,1.0,M,False,RL,Home,0.016612,15864,3752,8468,1465,True,False,False,Drivers,2,2,6,10.0,True,True,0.404297,0.5752891,0.32965505,True,5.0,0
9000.0,False,True,False,False,0,15300.0,1512.9,Others,Govt Job,2.0,S,False,CL,Home,0.026392,11869,2247,5984,3631,True,False,True,Core,1,2,2,18.0,True,True,0.642727,0.6995295,0.7223929,True,2.0,0
15750.0,True,False,True,True,1,61033.5,2205.0,Alone,Service,1.0,M,False,CL,Home,0.010032,10666,1427,247,1687,True,True,False,Core,3,2,4,6.0,True,True,0.33712322,0.47950706,0.2851799,True,0.0,1
20250.0,True,False,False,False,2,67989.6,4947.3,Alone,Service,2.0,M,False,CL,Home,0.026392,10294,2104,2074,2835,True,True,True,Laborers,4,2,2,18.0,True,True,0.20929842,0.59633917,0.3539876,True,6.0,0
27000.0,True,False,False,False,0,121104.9,3919.5,Relative,Commercial,1.0,M,False,CL,Home,0.04622,18663,3138,3086,2114,True,True,False,Managers,2,1,2,11.0,True,True,0.26183936,0.61638397,0.45610973,True,2.0,0
29250.0,True,True,True,True,2,122301.0,5194.8,Relative,Commercial,2.0,M,False,CL,Home,0.04622,15258,408,1839,3783,True,False,False,HR,4,1,0,17.0,True,True,0.5724441,0.68053514,0.69409263,True,1.0,0
15750.0,False,True,False,True,0,73557.9,4003.2,Alone,Service,1.0,M,False,CL,Home,0.011657,17361,999,9002,907,True,False,False,Core,2,1,5,10.0,True,True,0.8525389,0.59770703,0.45074728,True,4.0,0
24120.0,True,True,True,False,1,119034.0,6176.25,Alone,Service,1.0,M,False,CL,Municipal,0.020713,9941,657,579,2602,True,False,False,Sales,3,2,3,6.0,True,True,0.18372628,0.5577414,0.4614824,True,0.0,0
17100.0,True,True,False,True,0,121500.0,3565.35,Alone,Service,1.0,M,False,CL,Home,0.010006,14688,2503,2647,2647,True,False,False,Sales,2,1,3,14.0,True,True,0.3741265,0.6475525,0.78383243,True,2.0,0
17100.0,True,True,False,True,0,26100.0,1566.9,Alone,Service,1.0,M,False,CL,Home,0.028663,19236,223,7199,2776,True,False,False,Laborers,2,2,1,12.0,True,True,0.19731171,0.44468555,0.69255906,True,0.0,0
27000.0,False,False,True,True,0,37350.0,3438.45,Alone,Commercial,1.0,M,False,CL,Home,0.01452,15988,5416,5088,5935,True,False,False,Core,2,2,4,12.0,True,True,0.40889305,0.38462323,0.18195911,True,3.0,0
19125.0,False,True,True,True,0,35844.3,1756.35,Alone,Service,1.0,M,False,CL,Home,0.02461,19959,9790,8792,2674,True,False,False,Managers,2,2,2,12.0,True,True,0.81879693,0.69778925,0.3077367,True,2.0,0
13500.0,False,False,False,True,0,41850.0,2035.35,Alone,Commercial,2.0,S,False,CL,Home,0.001276,9126,169,1298,1559,True,False,True,Core,1,2,1,9.0,True,True,0.34420517,0.5245667,0.6075573,True,3.0,0
18000.0,False,True,True,False,0,76526.1,3047.85,Alone,Service,2.0,S,False,CL,Home,0.006629,13685,220,715,4729,True,False,False,Accountants,1,2,6,9.0,True,True,0.26713726,0.22182915,0.7449322,True,0.0,0
18000.0,True,True,True,True,1,28440.0,2259.9,Alone,Commercial,2.0,M,False,CL,Family,0.022625,11372,894,5193,4006,True,False,False,Managers,3,2,5,12.0,True,True,0.12295137,0.73176974,0.31236538,True,6.0,1
15750.0,False,False,True,True,0,21332.25,1438.65,Alone,Service,1.0,D,False,CL,Municipal,0.014464,13807,3473,5707,4605,True,False,False,Medicine,1,2,0,4.0,True,True,0.30787033,0.26741844,0.5971924,True,5.0,0
13500.0,True,False,True,True,1,85500.0,4378.5,Alone,Service,2.0,D,False,CL,Home,0.026392,14238,1806,319,4845,True,False,False,High skill tech,2,2,6,9.0,True,True,0.8923642,0.6233143,0.62461466,True,1.0,0
11250.0,True,False,False,True,2,60750.0,4433.4,Relative,Service,2.0,M,False,CL,Home,0.031329,9834,2894,616,2465,True,False,False,High skill tech,4,2,5,9.0,True,True,0.37755623,0.60390615,0.5118918,True,4.0,0
13500.0,False,False,False,True,0,20250.0,1012.5,Alone,Service,2.0,S,False,RL,Home,0.01885,16480,1974,3899,34,True,False,False,Secretaries,1,2,4,18.0,True,True,0.54572743,0.7198206,0.41184855,True,3.0,0
24300.0,False,False,False,True,2,53910.0,2937.6,Alone,Commercial,1.0,D,False,CL,Rental,0.006008,14415,769,2939,4667,True,False,False,Security,3,2,4,15.0,True,True,0.4325034,0.35795012,0.6313545,True,1.0,0
15750.0,False,False,False,True,1,24635.7,2627.1,Alone,Service,1.0,M,False,CL,Home,0.006629,12249,3944,1001,4576,True,False,False,Medicine,3,2,2,11.0,True,True,0.4328484,0.5680874,0.7281413,True,1.0,0
15750.0,True,True,False,True,0,50849.55,2459.25,Alone,Service,1.0,M,False,CL,Home,0.00733,13771,1646,7862,4490,True,True,True,Drivers,2,2,4,14.0,True,True,0.15951233,0.65492785,0.31703177,True,0.0,1
14400.0,False,True,True,False,0,45000.0,4725.45,Alone,Service,1.0,S,False,CL,Municipal,0.04622,8912,1851,3723,1582,True,False,False,Drivers,1,1,1,11.0,True,True,0.5020248,0.6490632,0.5118918,True,1.0,0
40500.0,False,False,True,True,1,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.018029,20439,1356,525,533,True,False,False,Laborers,3,2,3,7.0,True,True,0.6363081,0.5285626,0.37740424,True,1.0,0
15750.0,False,False,True,True,1,62553.6,4010.85,Alone,Commercial,1.0,M,False,CL,Home,0.010276,12980,4584,4649,4647,True,False,False,Laborers,3,2,3,17.0,True,True,0.44975463,0.5739528,0.37740424,True,0.0,0
13500.0,False,False,True,False,0,45238.5,2767.5,Alone,Service,1.0,M,False,CL,Home,0.031329,18432,1669,8921,1964,True,True,True,Laborers,2,2,2,10.0,True,True,0.4278427,0.6487294,0.7136314,True,2.0,0
13500.0,True,False,False,True,1,81000.0,2368.35,Alone,Service,1.0,M,False,CL,Home,0.015221,14637,1287,4118,4117,True,False,False,Medicine,3,2,4,11.0,True,True,0.35179633,0.509535,0.15100753,True,6.0,0
9000.0,True,False,True,True,2,36676.8,2910.6,Alone,Commercial,2.0,M,False,CL,Home,0.006629,12345,878,6286,2175,True,False,False,Accountants,4,2,2,5.0,True,True,0.56852376,0.6213407,0.48124933,True,4.0,0
19350.0,False,True,False,True,0,57394.35,2943.45,Alone,Service,1.0,M,False,CL,Home,0.018634,16617,1817,7295,169,True,False,False,Sales,2,2,5,17.0,True,True,0.39198697,0.2980204,0.15951954,True,2.0,0
18000.0,False,False,False,True,1,52128.0,4106.25,Alone,Service,2.0,M,False,CL,Home,0.010276,16047,5155,4267,4569,True,False,False,Accountants,3,2,2,9.0,True,True,0.83657604,0.6595928,0.832785,True,0.0,0
18000.0,False,True,False,True,0,137250.0,4783.5,Relative,Commercial,1.0,M,False,CL,Home,0.026392,17901,823,66,1374,True,False,False,Sales,2,2,6,11.0,True,True,0.63157785,0.7431198,0.18411615,True,4.0,0
11250.0,False,False,False,False,2,44442.0,2151.0,Kids,Commercial,2.0,M,False,CL,Home,0.009334,10752,2108,888,1813,True,False,False,Core,4,2,2,16.0,True,True,0.44745222,0.53488946,0.5884878,True,1.0,0
22500.0,True,False,True,False,0,150681.6,4581.45,Alone,Commercial,2.0,M,False,CL,Home,0.02461,18184,377,1283,1703,True,False,False,Managers,2,2,2,13.0,True,True,0.77509904,0.61768097,0.58674,True,0.0,0
27000.0,True,False,False,True,0,193832.1,5343.3,Alone,Commercial,1.0,M,False,CL,Home,0.072508,17649,940,6057,1205,True,False,False,Drivers,2,1,5,11.0,True,True,0.24839172,0.70570225,0.59892625,True,0.0,0
11700.0,True,True,False,False,0,36000.0,1800.0,Relative,Service,1.0,M,False,RL,Municipal,0.035792,22594,1480,8771,4228,True,False,False,Security,2,2,3,12.0,True,True,0.7565627,0.35422474,0.832785,True,2.0,0
24750.0,True,True,False,True,0,99000.0,6607.35,Alone,Commercial,2.0,S,False,CL,Home,0.032561,21583,8219,12620,4993,True,False,True,Accountants,1,1,4,19.0,True,True,0.7838682,0.77876174,0.7992968,True,0.0,0
9000.0,False,True,True,True,2,15638.4,1615.5,Alone,Service,1.0,M,False,CL,Home,0.00733,14502,274,1869,4144,True,False,False,Laborers,4,2,3,11.0,True,True,0.42048484,0.6610103,0.7476634,True,2.0,0
15750.0,False,False,False,False,0,67500.0,1986.75,Alone,Service,1.0,M,False,CL,Home,0.01452,16934,5447,7202,469,True,False,False,Medicine,2,2,4,14.0,True,True,0.45468798,0.34425074,0.7252764,True,0.0,0
45000.0,True,False,True,True,1,115990.65,4612.95,Alone,Commercial,1.0,M,False,CL,Home,0.032561,14821,5058,2223,1088,True,False,True,Managers,3,1,1,10.0,True,True,0.5957425,0.7939334,0.20559815,True,1.0,0
11250.0,False,True,True,True,0,94500.0,2776.05,Alone,Service,1.0,M,False,CL,Home,0.018209,17167,3814,9264,711,True,False,False,Security,2,3,1,12.0,True,True,0.5656397,0.09120607,0.6769925,True,0.0,0
11250.0,False,False,True,False,1,40500.0,2025.0,Alone,Service,1.0,M,False,RL,Family,0.031329,14036,2945,6651,4881,True,False,False,Managers,3,2,3,14.0,True,True,0.49285215,0.7051297,0.69409263,True,0.0,0
22500.0,True,False,False,True,0,64008.0,2997.0,Alone,Service,2.0,M,False,CL,Home,0.014464,10437,862,4878,2096,True,False,False,Drivers,2,2,1,9.0,True,True,0.58343583,0.09337681,0.40835884,True,0.0,1
13500.0,True,False,False,True,1,56700.0,5823.0,Partner,nan,1.0,M,False,CL,Home,0.018209,11573,1713,4942,3592,True,False,False,Core,3,3,4,11.0,True,True,0.37035266,0.49697873,0.832785,True,0.0,0
9000.0,False,True,True,False,0,45000.0,2097.9,Alone,Commercial,1.0,M,False,CL,Home,0.009657,10585,2802,4432,2879,True,False,True,Core,2,2,3,20.0,True,True,0.24536274,0.3289203,0.45074728,True,2.0,0
13500.0,False,False,False,False,0,66170.25,5241.15,Alone,Service,1.0,M,False,CL,Home,0.007305,13817,2775,3752,4680,True,False,False,Sales,2,3,2,13.0,True,True,0.3740975,0.44762504,0.49566582,True,2.0,0
18000.0,True,False,True,True,1,58280.4,3174.75,Alone,Commercial,2.0,M,False,CL,Home,0.031329,11934,3628,1953,3098,True,False,False,Accountants,3,2,2,17.0,True,True,0.31497836,0.66990906,0.35895124,True,1.0,0
22500.0,False,False,True,True,1,176211.0,4858.65,Relative,Service,2.0,M,False,CL,Home,0.02461,10582,560,1204,3158,True,False,False,Laborers,3,2,3,17.0,True,True,0.40334362,0.59843767,0.32965505,True,2.0,0
29250.0,True,False,False,True,1,180000.0,6256.8,Alone,Commercial,2.0,S,False,CL,Home,0.011703,13777,348,7570,4500,True,True,True,Accountants,2,2,0,14.0,True,True,0.5844044,0.6731937,0.7136314,True,0.0,0
13050.0,False,True,False,True,1,51753.6,2655.45,Relative,Commercial,1.0,S,False,CL,Home,0.030755,18782,297,6371,2310,True,False,False,Sales,2,2,3,18.0,True,True,0.5469237,0.6341709,0.12931429,True,3.0,0
40500.0,False,False,True,False,0,135000.0,4355.1,Alone,Service,2.0,M,False,CL,Home,0.072508,13095,2442,7042,3216,True,True,True,Managers,2,1,4,13.0,True,True,0.35915792,0.7316152,0.11686727,True,3.0,0
11250.0,False,False,True,True,0,77968.8,3613.05,Partner,Commercial,2.0,M,False,CL,Home,0.011703,10406,3467,4773,3081,True,False,False,Core,2,2,3,13.0,True,True,0.5174538,0.6461438,0.7295667,True,0.0,0
15750.0,False,False,False,False,2,47250.0,1537.2,Alone,nan,2.0,D,False,CL,Home,0.0105,12623,671,3034,3439,True,False,False,Medicine,3,3,4,14.0,True,True,0.36781058,0.30330336,0.45074728,True,2.0,0
21150.0,False,False,True,True,1,64008.0,2425.95,Alone,Commercial,1.0,W,False,CL,Home,0.072508,12605,2308,6571,3855,True,False,True,High skill tech,2,1,2,17.0,True,True,0.4006555,0.6317018,0.6561584,True,3.0,0
11250.0,False,False,False,True,0,149308.66,5202.9,Alone,Service,2.0,M,False,CL,Home,0.020246,20020,6163,9481,3512,True,False,False,Managers,2,3,1,10.0,True,True,0.60310954,0.29583827,0.5226973,True,1.0,0
22500.0,True,False,False,True,2,109602.0,5609.25,Relative,Service,2.0,M,False,CL,Home,0.011703,12509,3035,6613,4711,True,False,False,IT,4,2,2,12.0,True,True,0.7727917,0.72496885,0.59197664,True,2.0,0
18000.0,True,True,False,False,0,148365.0,6122.7,Relative,Govt Job,2.0,M,False,CL,Home,0.072508,10472,2123,4992,991,True,False,False,Accountants,2,1,4,13.0,True,True,0.347559,0.67939305,0.61782616,True,0.0,0
15750.0,False,True,True,True,1,100692.0,4563.0,Alone,Service,1.0,M,False,CL,Home,0.022625,15078,5071,92,4749,True,False,False,Sales,3,2,4,13.0,True,True,0.45080924,0.7543616,0.51369375,True,1.0,0
11250.0,True,False,True,True,0,59033.7,2853.0,Alone,Service,1.0,M,False,CL,Home,0.020713,16279,1478,6778,4160,True,False,False,Medicine,2,3,4,9.0,True,True,0.6767837,0.44852817,0.33445412,True,3.0,0
24750.0,False,True,True,True,0,84017.25,3030.75,Alone,Service,1.0,S,False,CL,Home,0.003818,15098,108,6847,4441,True,False,True,Cooking,1,2,4,5.0,True,True,0.39414427,0.24171586,0.12451947,True,0.0,0
18000.0,False,True,False,True,0,22500.0,2103.75,Alone,Service,1.0,S,False,CL,Rental,0.010643,9706,1859,4138,2300,True,False,False,Sales,1,2,6,14.0,True,True,0.19645214,0.61831594,0.6212263,True,2.0,0
9000.0,False,True,True,True,1,10425.6,1179.0,Alone,Service,2.0,M,False,CL,Home,0.022625,9897,2906,1761,1974,True,True,True,Laborers,3,2,3,7.0,True,True,0.19946955,0.052993044,0.37064964,True,7.0,0
13320.0,False,True,False,False,0,46219.5,1895.4,Alone,Service,1.0,M,False,CL,Home,0.031329,17747,679,1541,1254,True,False,True,Medicine,2,2,3,10.0,True,True,0.5289265,0.6533942,0.50468135,True,1.0,0
15750.0,False,True,True,True,1,54504.0,3141.9,Alone,Service,2.0,S,False,CL,Home,0.031329,11371,388,1533,3878,True,False,False,High skill tech,2,2,5,10.0,True,True,0.4677173,0.20045978,0.5797274,True,2.0,0
8100.0,False,True,True,False,0,20376.0,2311.65,Alone,Service,2.0,M,False,CL,Family,0.010556,9547,336,9535,947,True,False,False,Core,2,3,6,16.0,True,True,0.26329073,0.0736737,0.2851799,True,2.0,1
18000.0,True,False,True,False,0,30715.2,2439.45,Alone,nan,1.0,S,False,CL,Home,0.018634,8176,589,8157,196,True,False,False,Laborers,1,2,5,15.0,True,True,0.0988278,0.34459636,0.17665258,True,3.0,0
15750.0,False,False,True,False,0,77029.2,3718.8,Relative,Service,1.0,S,False,CL,Home,0.02461,10563,2924,5138,3239,True,False,False,Laborers,1,2,2,14.0,True,True,0.1011039,0.3947069,0.40487838,True,0.0,0
27000.0,True,True,True,True,0,128835.0,3780.0,Alone,Service,2.0,M,False,CL,Home,0.018634,16925,1932,457,433,True,False,False,Managers,2,2,5,12.0,True,True,0.69421,0.54593605,0.57620883,True,2.0,0
45000.0,True,False,False,True,1,45450.0,4599.9,Alone,Service,2.0,M,False,CL,Home,0.026392,14815,3253,722,4214,True,False,True,Managers,3,2,4,17.0,True,True,0.57403785,0.7527738,0.6144144,True,2.0,0
24750.0,True,False,True,True,0,49049.55,4950.45,Alone,Commercial,2.0,S,False,CL,Home,0.018801,11801,140,1664,4360,True,False,True,Laborers,1,2,2,6.0,True,True,0.5371112,0.6653624,0.31236538,True,1.0,0
54000.0,True,False,True,True,1,78192.0,4254.75,Alone,Commercial,2.0,M,False,CL,Home,0.031329,10527,827,775,3141,True,False,False,Managers,3,2,3,10.0,True,True,0.4519519,0.5952596,0.16540746,True,1.0,1
18000.0,True,False,True,True,2,26368.65,2839.5,Alone,Service,1.0,M,False,CL,Home,0.031329,13059,4813,6980,4045,True,False,False,Laborers,4,2,3,16.0,True,True,0.36058944,0.26651978,0.3062023,True,2.0,0
29250.0,False,False,True,True,0,99000.0,2907.45,Alone,Govt Job,2.0,M,False,CL,Home,0.026392,11661,702,5797,1576,True,True,True,Medicine,2,2,4,16.0,True,True,0.69822013,0.6713243,0.42061096,True,1.0,0
9000.0,True,False,False,True,0,5756.4,623.7,Alone,Commercial,1.0,M,False,CL,Home,0.01885,15645,3283,2270,4388,True,False,False,High skill tech,2,2,4,13.0,True,True,0.41737983,0.6379977,0.5726825,True,1.0,0
13500.0,False,False,False,True,0,40500.0,2025.0,Alone,Service,1.0,M,False,RL,Home,0.019101,14157,395,542,382,True,False,False,Core,2,2,0,10.0,True,True,0.7189346,0.5758874,0.6212263,True,0.0,0
10800.0,False,True,False,True,1,22500.0,1125.0,Alone,Service,2.0,M,False,RL,Rental,0.00712,11195,2996,4947,1604,True,False,False,Managers,3,2,6,8.0,True,True,0.42576018,0.5504693,0.48845518,True,0.0,0
11250.0,False,False,False,True,0,61190.55,3429.9,Alone,Service,1.0,D,False,CL,Home,0.008474,17254,5388,7827,807,True,False,True,Laborers,1,2,4,13.0,True,True,0.37455297,0.40860108,0.6722429,True,2.0,0
8100.0,False,False,True,True,0,67500.0,2190.6,Relative,Service,2.0,S,False,CL,Home,0.015221,9064,105,3898,1732,True,False,True,Sales,1,2,1,13.0,True,True,0.27264827,0.3852911,0.3944954,True,1.0,0
11250.0,False,False,True,True,2,18378.45,1435.05,Alone,Service,1.0,M,False,CL,Home,0.00733,11278,784,7170,3712,True,False,False,IT,4,2,5,13.0,True,True,0.28043455,0.69015926,0.832785,True,1.0,0
15750.0,False,False,True,False,0,15750.0,787.5,Alone,Commercial,1.0,D,False,RL,Municipal,0.010006,17872,3161,8756,1419,True,False,False,Private service,1,1,2,12.0,True,True,0.4485955,0.63225615,0.5585066,True,5.0,0
13500.0,False,True,True,True,0,22500.0,2191.95,Alone,Service,1.0,M,False,CL,Home,0.007114,15899,8767,8843,4816,True,True,True,Core,2,2,2,17.0,True,True,0.59622353,0.7263098,0.69409263,True,1.0,0
25650.0,False,True,True,False,2,121500.0,4364.1,Alone,Service,2.0,M,False,CL,Home,0.018801,12836,395,6913,2252,True,False,False,Accountants,4,2,4,9.0,True,True,0.35641187,0.45420864,0.21640296,True,2.0,0
22500.0,True,True,True,True,0,180000.0,7441.65,Alone,Commercial,2.0,M,False,CL,Home,0.020713,21565,4103,1107,4249,True,False,False,Managers,2,2,5,9.0,True,True,0.57715166,0.4624876,0.50287825,True,0.0,0
38250.0,True,True,False,False,0,90000.0,4795.2,Relative,Commercial,1.0,S,False,CL,Home,0.04622,18096,3031,3747,1608,True,True,True,Sales,1,1,3,16.0,True,True,0.8385555,0.76559275,0.40661743,True,3.0,0
9000.0,False,True,True,True,1,32319.45,1436.4,Alone,Service,1.0,S,False,CL,Home,0.010032,9708,846,2623,2183,True,False,False,Accountants,2,2,2,4.0,True,True,0.23966977,0.5064142,0.5549468,True,3.0,0
11250.0,False,True,False,True,0,18000.0,900.0,Alone,Service,1.0,S,False,RL,Home,0.008019,8780,897,3360,300,True,False,False,Core,1,2,3,17.0,True,True,0.12709159,0.7712698,0.35895124,True,1.0,0
15750.0,True,False,True,False,0,58280.4,2988.45,Alone,Service,2.0,M,False,CL,Home,0.035792,9272,105,3891,1959,True,False,False,Drivers,2,2,4,10.0,True,True,0.17199712,0.4314227,0.70018387,True,3.0,0
18900.0,True,False,True,True,0,47250.0,4499.1,Alone,Service,2.0,S,False,CL,Home,0.018634,19173,2901,8539,2709,True,True,False,Laborers,1,2,4,17.0,True,True,0.18195127,0.7414758,0.62967426,True,1.0,0
36000.0,False,True,True,True,2,24727.5,1926.45,Alone,Service,1.0,D,False,CL,Home,0.04622,13692,6591,208,4835,True,False,False,High skill tech,3,1,0,16.0,True,True,0.60234755,0.6248175,0.31703177,True,4.0,0
9000.0,False,False,True,True,0,55800.0,2376.9,Relative,Service,1.0,M,False,CL,Home,0.028663,14329,4254,2438,503,True,False,False,Private service,2,2,4,14.0,True,True,0.64469355,0.6496209,0.4294237,True,0.0,0
40500.0,True,False,True,True,0,47376.0,5635.35,Alone,Service,1.0,M,False,CL,Home,0.022625,16330,3907,8892,4705,True,False,True,Drivers,2,2,5,10.0,True,True,0.66744727,0.6337548,0.6512602,True,1.0,0
40500.0,True,False,False,False,1,156072.6,4130.1,Partner,Service,1.0,M,False,CL,Home,0.005002,15389,1165,249,4673,True,False,False,Accountants,3,3,6,16.0,True,True,0.63479906,0.56722873,0.6109913,True,1.0,0
9450.0,False,False,True,False,0,28440.0,2074.05,Alone,Commercial,1.0,S,False,CL,Family,0.006305,9099,1566,3773,1772,True,False,False,Sales,1,3,3,6.0,True,True,0.059655,0.35374466,0.58499,True,1.0,0
13500.0,False,True,True,True,0,59848.65,1990.8,Alone,Service,1.0,M,False,CL,Home,0.00963,17418,818,10329,973,True,False,True,Laborers,2,2,2,17.0,True,True,0.705006,0.5344107,0.41709965,True,1.0,0
15750.0,False,True,False,True,0,52113.6,5906.7,Relative,Govt Job,2.0,M,False,CL,Home,0.00496,11842,596,5642,2150,True,False,False,Core,2,2,5,17.0,True,True,0.6137504,0.688342,0.5620605,True,3.0,0
6750.0,True,True,True,True,2,22500.0,2375.55,Relative,Service,1.0,M,False,CL,Home,0.028663,11685,414,1445,3968,True,False,False,Core,4,2,1,15.0,True,True,0.49102727,0.33255056,0.3264752,True,2.0,0
13500.0,False,True,False,True,0,40500.0,2025.0,Alone,Service,1.0,M,False,RL,Home,0.035792,11781,506,5866,2626,True,False,True,Sales,2,2,5,11.0,True,True,0.120291315,0.71070015,0.7252764,True,0.0,0
13500.0,False,False,False,False,1,11989.35,1304.1,Alone,Service,1.0,M,False,CL,Home,0.00823,16814,1405,9418,369,True,False,True,Laborers,3,2,1,8.0,True,True,0.7135975,0.42402014,0.52629495,True,2.0,0
11250.0,True,True,False,True,0,31612.5,2125.35,Alone,Commercial,1.0,M,False,CL,Home,0.010556,14452,1120,5299,797,True,False,False,Realty agents,2,3,4,14.0,True,True,0.6204278,0.66073585,0.48485148,True,2.0,1
20250.0,True,False,False,True,0,53366.85,2580.3,Alone,Commercial,2.0,M,False,CL,Home,0.025164,12658,5374,6696,4652,True,False,False,Laborers,2,2,6,11.0,True,True,0.55249,0.5789022,0.42236966,True,5.0,0
18000.0,True,True,True,False,0,33192.0,1813.5,Alone,Govt Job,2.0,S,False,CL,Family,0.006629,10196,1549,10196,2871,True,False,False,Managers,1,2,4,7.0,True,True,0.34277195,0.75530857,0.51549536,True,4.0,0
15750.0,True,True,True,True,0,45000.0,2525.85,Alone,Service,1.0,M,False,CL,Home,0.020713,21603,14179,3144,5111,True,False,False,Laborers,2,3,6,9.0,True,True,0.61903,0.62391996,0.80274546,True,1.0,0
36000.0,True,False,True,False,1,75384.0,2001.6,Alone,Commercial,2.0,M,False,CL,Home,0.008625,9837,1506,4373,2498,True,False,True,Core,3,2,5,18.0,True,True,0.23151042,0.6049675,0.21035023,True,0.0,0
31500.0,True,False,False,False,1,64008.0,2997.0,Alone,Commercial,1.0,M,False,CL,Home,0.035792,12962,1373,1228,3849,True,False,True,Managers,3,2,2,10.0,True,True,0.54628617,0.65790665,0.57620883,True,3.0,0
11250.0,False,False,False,False,0,53170.65,1922.85,Alone,Service,1.0,M,False,CL,Home,0.035792,13444,442,6252,5173,True,False,False,Sales,2,2,3,13.0,True,True,0.27204219,0.73651576,0.46865967,True,0.0,0
15750.0,False,False,True,False,0,59256.0,3593.7,Alone,nan,2.0,M,False,CL,Home,0.022625,10118,308,4192,1562,True,True,True,Sales,2,2,2,13.0,True,True,0.4657284,0.16468562,0.29859498,True,3.0,0
8100.0,False,True,False,False,0,18000.0,900.0,Relative,Service,1.0,M,False,RL,Home,0.035792,12767,2930,5787,5301,True,True,True,Sales,2,2,4,19.0,True,True,0.59682137,0.53140604,0.22888342,True,0.0,0
12600.0,False,True,True,True,2,27363.6,2886.3,Alone,Service,1.0,M,False,CL,Home,0.018634,14524,7239,1588,4911,True,False,False,Laborers,4,2,2,12.0,True,True,0.5015365,0.5282738,0.78383243,True,0.0,0
9900.0,True,True,True,False,0,50367.6,3420.0,Relative,Service,2.0,M,False,CL,Home,0.00712,18003,484,4774,1528,True,False,False,Sales,2,2,5,14.0,True,True,0.7070223,0.27050987,0.3392877,True,0.0,0
20250.0,False,False,False,False,0,71107.2,2169.0,Alone,Service,2.0,M,False,CL,Home,0.025164,16743,502,925,273,True,False,False,Medicine,2,2,6,10.0,True,True,0.7621578,0.5535409,0.50468135,True,2.0,0
27000.0,True,True,True,False,0,26585.1,1441.8,Alone,Commercial,2.0,S,False,CL,Office,0.035792,10082,363,2339,2484,True,True,False,Drivers,1,2,4,12.0,True,True,0.13602123,0.20791407,0.29708663,True,4.0,0
14400.0,False,False,False,True,0,29138.4,2672.55,Relative,Commercial,2.0,S,False,CL,Home,0.018801,14515,722,7225,4795,True,True,False,Accountants,1,2,6,11.0,True,True,0.5102265,0.5741507,0.09950368,True,0.0,0
11250.0,False,True,False,True,0,11716.2,1255.95,Alone,Service,1.0,M,False,CL,Home,0.020713,15569,991,2443,4361,True,False,False,Sales,2,3,4,10.0,True,True,0.4449927,0.17880757,0.47045612,True,4.0,0
9900.0,False,False,False,False,1,31998.15,1646.55,Alone,Commercial,1.0,S,False,CL,Home,0.025164,13503,2370,5775,4124,True,False,False,Security,2,2,5,8.0,True,True,0.065423355,0.1583137,0.6848277,True,1.0,0
11250.0,True,False,False,False,0,14850.0,1068.75,Alone,Govt Job,1.0,M,False,CL,Municipal,0.028663,18273,6767,10387,1792,True,False,False,Laborers,2,2,1,14.0,True,True,0.44090748,0.6572567,0.45074728,True,2.0,0
4500.0,True,False,False,True,0,9000.0,982.35,Relative,nan,1.0,M,False,CL,Home,0.005313,17458,931,3908,1010,True,True,True,Sales,2,2,0,11.0,True,True,0.5156834,0.649118,0.81391746,True,2.0,0
22500.0,False,False,True,False,0,65449.8,3148.65,Alone,Service,2.0,M,False,CL,Shared,0.02461,9469,1054,9410,2118,True,True,True,Laborers,2,2,5,14.0,True,True,0.6418944,0.35777423,0.11319635,True,4.0,0
22500.0,False,False,True,False,0,67500.0,3459.6,Alone,Service,1.0,M,False,CL,Municipal,0.0228,19802,270,3649,3306,True,True,True,Security,2,2,2,11.0,True,True,0.14428225,0.6230011,0.7421816,True,0.0,0
24750.0,False,False,True,True,0,31500.0,1575.0,Alone,Commercial,2.0,S,False,RL,Home,0.010966,12294,1847,6350,4530,True,True,False,HR,1,2,3,20.0,True,True,0.860677,0.71462727,0.27213368,True,0.0,0
9000.0,False,True,False,True,1,24750.0,1237.5,Alone,Service,1.0,M,False,RL,Home,0.031329,9096,1411,7356,1497,True,False,True,Managers,3,2,2,9.0,True,True,0.27572498,0.5553344,0.38079968,True,4.0,1
10350.0,False,False,False,False,0,100287.0,3937.05,Alone,Service,2.0,S,False,CL,Home,0.020713,18880,2579,5402,2412,True,False,False,Core,1,3,6,10.0,True,True,0.84358865,0.6660826,0.79813725,True,0.0,0
15750.0,True,True,False,False,2,83538.0,3281.85,Alone,Service,1.0,M,False,CL,Rental,0.018801,19442,1182,1245,2968,True,False,False,Laborers,4,2,3,9.0,True,True,0.649059,0.5781077,0.80274546,True,1.0,0
6750.0,False,True,True,True,1,18000.0,900.0,Relative,Service,1.0,D,False,RL,Home,0.010643,11647,3668,2895,2914,True,True,True,Laborers,2,2,0,10.0,True,True,0.36418417,0.48180515,0.6690567,True,0.0,0
18000.0,False,False,True,True,0,119034.0,6659.55,Alone,Commercial,2.0,M,False,CL,Home,0.032561,11543,1266,5640,1152,True,False,False,Managers,2,1,2,19.0,True,True,0.4101157,0.7057159,0.5316861,True,3.0,0
13500.0,True,True,False,False,0,7641.0,835.65,Relative,Commercial,1.0,M,False,CL,Home,0.00963,11694,4080,5023,2790,True,False,True,Laborers,2,2,0,12.0,True,True,0.42423514,0.7180443,0.40487838,True,0.0,0
36000.0,False,True,True,True,0,91126.35,6355.35,Alone,Commercial,1.0,M,False,CL,Home,0.003069,14486,4505,291,3983,True,False,True,Accountants,2,3,5,16.0,True,True,0.7500729,0.72710454,0.5902333,True,3.0,0
20250.0,False,True,True,True,0,19554.3,1557.9,Alone,Commercial,2.0,S,False,CL,Home,0.016612,13636,1239,6843,4244,True,False,False,Sales,1,2,4,12.0,True,True,0.55767035,0.41084877,0.095692724,True,5.0,0
15750.0,False,False,False,True,0,33750.0,1687.5,Alone,Service,2.0,M,False,RL,Family,0.032561,9707,1921,8244,1128,True,False,False,Laborers,2,1,5,14.0,True,True,0.32119814,0.5442659,0.17249547,True,1.0,0
13500.0,False,True,False,True,0,27796.95,1809.45,Alone,Service,2.0,M,False,CL,Home,0.02461,10267,2741,4051,2470,True,False,False,Laborers,2,2,1,16.0,True,True,0.09643402,0.4973942,0.6528965,True,4.0,0
27000.0,False,False,True,True,1,113374.8,3327.75,Alone,Commercial,2.0,M,False,CL,Home,0.007274,17719,856,8979,1230,True,False,False,Sales,3,2,0,13.0,True,True,0.69662154,0.64412624,0.5513813,True,1.0,0
20250.0,True,False,True,True,0,127682.1,5076.9,Relative,Service,1.0,M,False,CL,Municipal,0.04622,14435,2234,7827,3007,True,False,True,Laborers,2,1,6,12.0,True,True,0.414528,0.757002,0.74079907,True,3.0,0
20250.0,True,True,True,True,0,86322.6,3670.2,Relative,Govt Job,2.0,M,False,CL,Home,0.035792,15459,475,207,1800,True,False,False,Core,2,2,6,17.0,True,True,0.68239236,0.7021474,0.11612491,True,2.0,0
18000.0,True,False,False,False,0,55885.5,4079.7,Alone,Commercial,2.0,M,False,CL,Family,0.018029,11786,364,131,2400,True,False,False,Accountants,2,3,4,9.0,True,True,0.46544468,0.50851846,0.15951954,True,1.0,1
11250.0,False,False,False,True,1,107820.0,3491.1,Alone,Commercial,2.0,M,False,CL,Home,0.04622,11479,1489,5194,3788,True,False,False,Laborers,3,1,5,10.0,True,True,0.47303975,0.401361,0.21640296,True,6.0,1
22500.0,False,False,True,True,0,18201.6,898.2,Alone,Service,1.0,D,False,CL,Home,0.016612,15336,3835,2184,4964,True,False,True,Laborers,1,2,5,12.0,True,True,0.81970006,0.66615075,0.52449644,True,1.0,0
12600.0,False,False,True,True,0,58500.0,2114.1,Alone,Service,2.0,M,False,CL,Home,0.028663,16279,3732,1849,4526,True,False,False,Core,2,2,3,11.0,True,True,0.7978644,0.7385983,0.3842068,True,1.0,0
18900.0,False,True,True,True,0,112500.0,3289.5,Partner,Service,2.0,M,False,CL,Home,0.015221,16514,94,4865,65,True,False,False,Core,2,2,5,8.0,True,True,0.49857304,0.6211812,0.7636399,True,0.0,1
12600.0,True,True,True,True,1,29977.2,1733.85,Alone,Service,1.0,M,False,CL,Home,0.025164,18878,5216,732,2336,True,False,False,Managers,3,2,6,14.0,True,True,0.5803626,0.7267399,0.5513813,True,3.0,0
15750.0,False,False,False,True,1,104256.0,3458.7,Relative,nan,1.0,M,False,CL,Home,0.007114,15730,138,630,4225,True,False,True,Security,3,2,3,13.0,True,True,0.5618331,0.54767555,0.344155,True,2.0,0
20250.0,False,False,True,True,0,76022.55,3233.7,Alone,Service,1.0,S,False,CL,Family,0.004849,8336,541,952,995,True,False,False,Drivers,1,2,3,10.0,True,True,0.121015325,0.5406078,0.36227724,True,1.0,0
22500.0,False,False,False,False,0,128835.0,3411.45,Alone,Service,1.0,S,False,CL,Home,0.008474,9632,1245,1638,2190,True,False,False,Managers,1,2,2,17.0,True,True,0.39839703,0.09487026,0.10015182,True,2.0,0
20250.0,True,False,True,True,0,27000.0,1350.0,Alone,Commercial,2.0,M,False,RL,Home,0.031329,10679,268,496,1971,True,False,False,Laborers,2,2,1,13.0,True,True,0.5935479,0.44310394,0.28371188,True,0.0,0
20250.0,False,False,False,True,1,45000.0,3057.3,Alone,Commercial,1.0,M,False,CL,Home,0.026392,16466,2744,1603,4,True,False,False,Drivers,3,2,5,16.0,True,True,0.67891467,0.6931347,0.39621958,True,2.0,0
22500.0,False,True,False,False,1,112500.0,4779.45,Relative,Service,1.0,M,False,CL,Home,0.020713,15694,3766,245,4052,True,False,False,Sales,3,3,3,6.0,True,True,0.65237194,0.13915484,0.48665315,True,3.0,0
20250.0,False,True,False,False,0,45450.0,1466.1,Alone,Service,2.0,M,False,CL,Home,0.072508,14865,7256,2525,5067,True,False,False,HR,2,1,6,9.0,True,True,0.56629544,0.752065,0.63303167,True,1.0,0
14400.0,True,False,False,True,1,29628.0,1825.65,Alone,Service,1.0,W,False,CL,Home,0.008474,16272,4188,7580,4172,True,False,False,Laborers,2,2,1,11.0,True,True,0.38910034,0.63009775,0.3944954,True,0.0,0
9225.0,True,False,False,True,0,13050.0,921.15,Alone,Service,1.0,D,False,CL,Home,0.015221,15172,363,6221,4062,True,False,False,Sales,1,2,1,15.0,True,True,0.53728265,0.58167166,0.2009261,True,4.0,0
21600.0,True,False,False,False,1,78192.0,3992.4,Alone,Commercial,1.0,M,False,CL,Municipal,0.002506,12845,1574,1613,1645,True,True,True,Core,3,2,5,0.0,True,True,0.54394746,0.6683841,0.45610973,True,2.0,0
24750.0,False,True,False,True,0,157500.0,4331.25,Alone,Service,1.0,D,False,CL,Municipal,0.035792,17116,4349,5768,678,True,False,True,Accountants,1,2,5,9.0,True,True,0.61361414,0.7639642,0.6577838,True,1.0,0
11250.0,True,True,False,True,0,31405.5,1716.75,Alone,Commercial,2.0,S,False,CL,Home,0.031329,10911,594,6381,3548,True,False,False,Sales,1,2,2,10.0,True,True,0.18692254,0.59411055,0.63970757,True,2.0,0
27000.0,False,False,False,True,0,51477.75,5418.45,Alone,Commercial,1.0,M,False,CL,Home,0.025164,16874,368,8671,405,True,False,False,Managers,2,2,3,8.0,True,True,0.33039322,0.75211394,0.68326885,True,3.0,0
13500.0,True,False,True,True,1,69615.0,2760.75,Alone,Service,1.0,M,False,CL,Home,0.020246,12046,2911,6186,2823,True,False,False,Medicine,3,3,6,13.0,True,True,0.6548016,0.5810969,0.5620605,True,1.0,0
15750.0,False,False,True,True,1,87098.4,4049.1,Relative,Service,1.0,S,False,CL,Home,0.00963,11118,1260,1307,3426,True,False,True,Security,2,2,1,16.0,True,True,0.25164035,0.43013582,0.25946766,True,4.0,0
43650.0,True,False,True,True,0,63436.05,2700.45,Relative,Service,2.0,M,False,CL,Home,0.020713,20241,1245,352,3695,True,False,False,Managers,2,2,4,6.0,True,True,0.63044995,0.5863414,0.6594055,True,1.0,0
13500.0,True,False,False,True,0,13500.0,675.0,Alone,Commercial,2.0,M,False,RL,Home,0.018634,13284,4322,6703,4122,True,False,False,Laborers,2,2,3,14.0,True,True,0.16575213,0.5868027,0.5100895,True,5.0,0
9000.0,False,True,False,True,1,72846.0,7365.15,Relative,Service,2.0,M,False,CL,Home,0.01885,14223,2294,3910,3918,True,True,True,Sales,3,2,2,13.0,True,True,0.527737,0.67498565,0.53707,True,0.0,0
15750.0,False,False,False,True,0,67950.0,2258.55,Relative,Service,1.0,M,False,CL,Home,0.003541,18089,2628,3234,1625,True,True,True,Cleaning,2,1,4,9.0,True,True,0.6942119,0.67189825,0.7738957,True,2.0,0
32400.0,False,False,False,True,0,99000.0,2907.45,Alone,Service,2.0,M,False,CL,Home,0.026392,15476,565,1428,3302,True,False,True,Accountants,2,2,3,11.0,True,True,0.8358412,0.45779967,0.2940831,True,1.0,0
11250.0,True,False,False,True,0,16300.8,1742.4,Alone,Commercial,2.0,M,False,CL,Home,0.020713,10465,1434,4405,2469,True,False,False,Cooking,2,2,4,6.0,True,True,0.45987174,0.46948537,0.5118918,True,1.0,0
22500.0,False,False,True,True,0,78539.85,3340.35,Alone,Commercial,1.0,W,False,CL,Home,0.032561,22455,1051,812,4040,True,False,False,Laborers,1,1,4,15.0,True,True,0.9395118,0.52277213,0.36061257,True,1.0,0
9900.0,True,True,False,True,0,20250.0,1012.5,Alone,Commercial,1.0,M,False,RL,Home,0.009657,14434,1623,988,4923,True,False,False,Sales,2,2,4,12.0,True,True,0.45287603,0.75048363,0.5567274,True,1.0,0
81000.0,True,False,False,True,1,92448.9,3679.2,Alone,Service,1.0,M,False,CL,Home,0.022625,15989,2240,953,4739,True,False,False,Laborers,3,2,3,9.0,True,True,0.83570284,0.5017513,0.58499,True,1.0,0
23400.0,True,True,True,True,0,146761.2,5602.95,Relative,Service,1.0,M,False,CL,Home,0.015221,16055,581,6089,4485,True,False,False,Managers,2,2,2,11.0,True,True,0.5516878,0.71313095,0.4920601,True,3.0,0
11250.0,True,False,True,False,0,135000.0,3725.55,Alone,Service,1.0,M,False,CL,Home,0.01452,12351,5563,6487,4372,True,True,True,Laborers,2,2,6,16.0,True,True,0.21235302,0.5556529,0.6817059,True,2.0,0
13500.0,True,False,False,False,1,16789.5,1673.55,Alone,Govt Job,2.0,M,False,CL,Home,0.009549,14761,1108,6634,5298,True,False,False,Core,3,2,3,15.0,True,True,0.80679333,0.5835647,0.78988034,True,2.0,0
20250.0,False,False,True,False,1,80865.0,2621.7,Alone,Commercial,1.0,M,False,CL,Home,0.005084,13085,4914,7157,4230,True,False,False,High skill tech,3,2,5,15.0,True,True,0.74914545,0.74035925,0.508287,True,5.0,0
13500.0,False,False,True,True,0,31500.0,954.9,Alone,Service,1.0,M,False,CL,Home,0.019689,14672,7894,4778,2301,True,True,True,Laborers,2,2,2,13.0,True,True,0.5524681,0.5747814,0.37064964,True,0.0,0
13050.0,True,False,False,True,2,50688.9,2478.15,Group,Service,1.0,M,False,CL,Home,0.025164,12731,950,623,3139,True,False,False,Realty agents,4,2,5,7.0,True,True,0.38060224,0.6058921,0.17146836,True,2.0,1
13207.5,False,False,True,False,1,15300.0,1326.15,Alone,Service,1.0,W,False,CL,Family,0.015221,13876,572,315,4410,True,False,True,Sales,2,2,5,13.0,True,True,0.24710838,0.4442212,0.5531647,True,2.0,0
13500.0,False,True,True,True,2,28440.0,1864.35,Alone,Commercial,1.0,S,False,CL,Family,0.005002,9889,1198,734,2426,True,False,False,Cleaning,3,3,1,11.0,True,True,0.20257588,0.58982164,0.4632753,True,1.0,1
9000.0,False,False,True,True,1,39109.05,1735.65,Alone,Service,1.0,M,False,CL,Home,0.020246,16375,3674,3872,4171,True,False,False,Core,3,3,2,6.0,True,True,0.57977694,0.51678985,0.53527623,True,5.0,0
9000.0,True,False,True,True,0,27000.0,1350.0,Alone,Service,2.0,S,False,RL,Home,0.02461,10007,2787,4356,2669,True,False,False,Laborers,1,2,5,13.0,True,True,0.24091552,0.66809803,0.79226446,True,2.0,0
18000.0,True,True,False,True,0,122790.15,5013.9,Alone,Govt Job,2.0,M,False,CL,Home,0.031329,18525,2670,8005,2057,True,False,False,Core,2,2,2,11.0,True,True,0.8287927,0.7862602,0.57620883,True,0.0,0
18000.0,False,False,False,False,0,22500.0,2423.25,Alone,Service,1.0,S,False,CL,Family,0.00702,8766,1752,2059,1413,True,True,True,Core,1,2,2,15.0,True,True,0.50204253,0.6968338,0.4614824,True,0.0,0
18000.0,False,True,True,True,0,24727.5,2128.05,Alone,Service,1.0,S,False,CL,Home,0.010643,12249,1008,1728,4556,True,False,False,Laborers,1,2,2,14.0,True,True,0.21770473,0.48169598,0.47045612,True,1.0,0
40500.0,False,True,False,True,0,236626.2,6255.0,Alone,Service,1.0,M,False,CL,Home,0.04622,18741,188,9556,2142,True,False,True,Laborers,2,1,5,14.0,True,True,0.39688954,0.74631256,0.6801388,True,3.0,0
8100.0,False,False,False,False,2,64008.0,3126.15,Alone,Service,1.0,M,False,CL,Home,0.02461,13340,6387,5691,1937,True,False,False,Medicine,4,2,3,11.0,True,True,0.27570558,0.68615174,0.6380435,True,0.0,1
23400.0,False,False,False,True,0,90000.0,4608.45,Alone,Govt Job,2.0,M,False,CL,Home,0.026392,19019,2642,4839,2499,True,False,False,Core,2,2,5,17.0,True,True,0.6566833,0.7042924,0.32331124,True,1.0,0
15750.0,False,False,False,True,0,19667.7,1928.7,Alone,Service,2.0,M,False,CL,Home,0.019689,18894,3454,612,2425,True,False,False,High skill tech,2,2,1,16.0,True,True,0.82550687,0.515998,0.37910047,True,0.0,0
15750.0,False,True,True,True,0,117000.0,3686.85,Alone,Service,2.0,S,False,CL,Home,0.019689,18441,11737,11505,1987,True,False,True,Laborers,1,2,5,13.0,True,True,0.61957395,0.5797975,0.3556387,True,0.0,0
15750.0,False,False,True,False,0,73331.55,3919.95,Alone,Service,1.0,S,False,CL,Home,0.022625,9533,1552,4240,2201,True,False,False,Sales,1,2,1,18.0,True,True,0.40191063,0.3885227,0.23661083,True,0.0,0
18000.0,False,True,True,True,0,94050.0,3997.8,Alone,Service,1.0,S,False,CL,Home,0.026392,19972,12748,12277,233,True,False,True,Laborers,1,2,3,11.0,True,True,0.54898626,0.65003884,0.508287,True,4.0,0
18000.0,False,False,False,False,0,107820.0,2965.05,Alone,Commercial,1.0,M,False,CL,Home,0.01885,18145,3839,9819,1665,True,True,True,Cleaning,2,2,1,19.0,True,True,0.7157604,0.6724861,0.79813725,True,1.0,0
22500.0,True,True,True,True,0,45000.0,2250.0,Relative,Service,2.0,D,False,RL,Home,0.015221,16029,1350,3433,4161,True,False,False,Managers,1,2,4,9.0,True,True,0.54048514,0.37060937,0.4650692,True,1.0,0
15750.0,True,False,False,False,0,20250.0,1382.85,Alone,Commercial,1.0,S,False,CL,Rental,0.028663,14098,3239,2280,3625,True,False,False,Sales,1,2,1,13.0,True,True,0.46721995,0.281534,0.18959527,True,4.0,1
5850.0,True,False,False,True,4,9669.6,642.6,Alone,Service,2.0,M,False,CL,Home,0.005313,17875,432,8753,1427,True,False,True,Laborers,6,2,4,18.0,True,True,0.8102093,0.38216767,0.832785,True,1.0,0
33750.0,True,True,False,True,2,59256.0,3593.7,Alone,Commercial,2.0,M,False,CL,Home,0.072508,16455,3291,6980,7,True,False,False,Managers,4,1,4,13.0,True,True,0.61117184,0.7544994,0.24719094,True,2.0,0
8100.0,False,False,False,False,0,24750.0,1237.5,Alone,Govt Job,2.0,M,False,RL,Home,0.00496,13515,5228,7507,4486,True,False,False,Core,2,2,1,18.0,True,True,0.6036532,0.47175175,0.5208976,True,0.0,0
15750.0,True,False,False,True,0,58904.55,3616.65,Alone,Service,2.0,M,False,CL,Home,0.018634,11132,1078,8338,3667,True,False,False,Laborers,2,2,3,16.0,True,True,0.49300018,0.6550662,0.28371188,True,1.0,0
20250.0,True,False,False,True,0,80865.0,3146.4,Alone,Service,1.0,D,False,CL,Home,0.010032,17095,911,612,628,True,False,False,Drivers,1,2,6,6.0,True,True,0.3496908,0.4367193,0.5937176,True,3.0,0
40500.0,False,False,False,False,0,80865.0,2621.7,Alone,Commercial,1.0,M,False,CL,Home,0.007274,14249,1616,8379,5026,True,False,True,Laborers,2,2,3,12.0,True,True,0.7279203,0.20715882,0.5567274,True,0.0,0
22500.0,True,True,False,True,1,125640.0,4464.45,Alone,Service,1.0,M,False,CL,Home,0.011657,15113,562,4733,2703,True,False,False,Drivers,3,1,5,15.0,True,True,0.5462205,0.65341896,0.1918216,True,3.0,1
18000.0,True,False,False,True,2,13500.0,1348.2,Alone,Commercial,2.0,D,False,CL,Home,0.018801,13359,469,1404,4364,True,False,False,Managers,3,2,6,14.0,True,True,0.566773,0.5719089,0.2580842,True,4.0,0
7650.0,False,True,False,False,0,94230.0,2754.9,Alone,Service,1.0,M,False,CL,Home,0.015221,17410,3034,7599,955,True,False,True,Medicine,2,2,5,12.0,True,True,0.5946542,0.04401346,0.07347264,True,0.0,0
18000.0,False,True,False,True,2,143685.0,4214.25,Alone,Commercial,2.0,M,False,CL,Home,0.035792,13174,652,1843,5589,True,False,False,Accountants,4,2,6,11.0,True,True,0.54186356,0.2520584,0.57091653,True,7.0,0
33750.0,True,True,False,True,0,76297.95,3373.65,Alone,Commercial,1.0,D,False,CL,Home,0.010006,22980,4047,2473,2473,True,False,False,Drivers,1,1,1,13.0,True,True,0.26335418,0.41663027,0.6738301,True,2.0,0
18000.0,True,False,True,True,0,117473.4,3447.9,Alone,Commercial,2.0,S,False,CL,Home,0.006671,13343,636,6373,4143,True,False,False,Accountants,1,2,4,13.0,True,True,0.46710113,0.698416,0.7886808,True,1.0,0
6750.0,False,False,True,True,0,9594.0,1046.25,Alone,Service,1.0,M,False,CL,Family,0.011703,17031,3201,9583,578,True,False,True,Laborers,2,2,5,13.0,True,True,0.5308092,0.6795693,0.7016958,True,2.0,0
31500.0,True,False,False,True,0,51750.0,3178.8,Alone,Commercial,2.0,D,False,CL,Home,0.015221,18540,4798,5500,2068,True,False,False,Managers,1,2,1,14.0,True,True,0.6337574,0.51987994,0.5744466,True,2.0,0
22500.0,False,False,False,True,1,89664.75,4590.9,Alone,Service,1.0,S,False,CL,Home,0.009549,14838,1006,4466,4747,True,False,False,Managers,2,2,5,18.0,True,True,0.50117403,0.7027873,0.52809274,True,3.0,0
15750.0,False,False,False,True,0,33750.0,1687.5,Alone,Service,1.0,M,False,RL,Home,0.018801,15492,822,2772,3966,True,False,False,Accountants,2,2,5,15.0,True,True,0.47961032,0.46146578,0.7281413,True,2.0,0
18000.0,True,True,False,True,0,103068.0,6900.75,Alone,Service,1.0,S,False,CL,Home,0.032561,9882,1212,9105,2539,True,False,False,Managers,1,1,1,13.0,True,True,0.45140022,0.68740296,0.7490217,True,2.0,0
13500.0,True,False,True,True,3,54504.0,3548.7,Relative,Service,1.0,M,False,CL,Home,0.02461,12357,539,2940,3950,True,False,False,Drivers,5,2,5,11.0,True,True,0.22623904,0.6726306,0.23531051,True,3.0,1
13500.0,False,False,False,True,3,36000.0,1800.0,Alone,Service,1.0,M,False,RL,Home,0.02461,13142,5675,646,762,True,False,False,Laborers,5,2,5,14.0,True,True,0.5334743,0.78571206,0.51729655,True,6.0,0
9000.0,True,True,True,True,1,49049.55,3000.6,Alone,Service,1.0,S,False,CL,Home,0.031329,14005,3800,8121,5069,True,False,False,Laborers,2,2,6,11.0,True,True,0.26574305,0.7430947,0.4311918,True,1.0,0
13500.0,False,False,False,False,0,146558.7,3879.0,Alone,Service,1.0,S,False,CL,Municipal,0.003818,15599,669,3343,4940,True,True,True,Security,1,2,1,12.0,True,True,0.34984356,0.19781977,0.24853556,True,3.0,1
27000.0,False,False,True,True,0,45000.0,2250.0,Alone,Commercial,1.0,D,False,RL,Home,0.032561,18650,1104,1646,2180,True,False,False,Private service,1,1,5,19.0,True,True,0.8840838,0.76211774,0.43473324,True,2.0,0
12150.0,True,False,True,True,1,167121.0,4608.45,Alone,Commercial,1.0,M,False,CL,Home,0.008068,16276,370,9375,6090,True,False,False,High skill tech,3,3,4,5.0,True,True,0.33967814,0.35190716,0.6006575,True,2.0,0
45000.0,True,False,True,True,2,91350.0,2946.6,Relative,Commercial,2.0,M,False,CL,Home,0.019689,15519,1191,405,4382,True,False,True,Managers,4,2,5,12.0,True,True,0.47111434,0.42922482,0.40140742,True,3.0,0
22500.0,False,False,True,True,2,83845.35,3706.2,Alone,Govt Job,2.0,M,False,CL,Home,0.006629,17336,2494,3133,862,True,False,False,Managers,4,2,2,7.0,True,True,0.7838113,0.63842183,0.46686402,True,1.0,0
15750.0,False,False,False,True,0,45000.0,1906.65,Relative,Service,1.0,M,False,CL,Home,0.018801,20640,252,1899,4133,True,False,False,Drivers,2,2,6,9.0,True,True,0.13652064,0.31592253,0.18520208,True,1.0,0
9000.0,False,True,False,True,0,106650.0,3118.05,Alone,Commercial,2.0,M,False,CL,Home,0.018209,18834,3893,5087,2368,True,False,False,Core,2,3,2,9.0,True,True,0.6594123,0.4686957,0.16740845,True,2.0,0
13500.0,True,True,False,False,0,23985.0,2371.95,Alone,Service,2.0,M,False,CL,Home,0.025164,9147,2331,491,501,True,True,True,Core,2,2,2,11.0,True,True,0.32926387,0.7031435,0.31081825,True,1.0,0
22500.0,False,True,True,True,0,75519.0,5269.05,Alone,Commercial,0.0,D,False,CL,Rental,0.02461,16825,1794,4139,370,True,False,True,Laborers,1,2,4,17.0,True,True,0.65058565,0.67033446,0.52809274,True,3.0,0
81000.0,True,True,True,True,0,90000.0,4500.0,Relative,Service,1.0,M,False,RL,Home,0.031329,16585,3256,7948,46,True,False,False,Managers,2,2,5,14.0,True,True,0.6260568,0.6791167,0.14375806,True,2.0,0
13500.0,True,True,True,True,1,115522.65,3390.75,Alone,Service,2.0,M,False,CL,Home,0.020713,14327,1637,2377,407,True,False,False,Laborers,3,2,0,8.0,True,True,0.46266145,0.599756,0.5567274,True,2.0,0
15300.0,True,True,True,False,0,54504.0,2540.7,Alone,Service,2.0,S,False,CL,Home,0.008575,10564,888,1099,1816,True,True,False,Security,1,2,5,11.0,True,True,0.24227601,0.07323763,0.50468135,True,1.0,0
21600.0,False,False,True,True,0,64008.0,3126.15,Alone,nan,2.0,M,False,CL,Home,0.020246,15295,212,1515,78,True,False,False,Managers,2,3,4,14.0,True,True,0.2524352,0.25549966,0.1951984,True,2.0,1
15750.0,True,False,True,True,1,31500.0,1515.15,Relative,Service,1.0,M,False,CL,Home,0.028663,15733,2169,1870,4150,True,False,False,Drivers,3,2,2,15.0,True,True,0.5143918,0.6670061,0.25670558,True,1.0,0
18000.0,False,False,False,True,1,157500.0,4958.55,Relative,Service,1.0,M,False,CL,Home,0.026392,12455,746,9055,784,True,False,False,Managers,3,2,3,10.0,True,True,0.43670416,0.58557206,0.6430256,True,3.0,0
16650.0,False,True,True,True,0,102978.45,5231.25,Alone,Service,1.0,M,False,CL,Home,0.032561,17253,6860,9747,689,True,False,True,Laborers,2,1,5,9.0,True,True,0.39217237,0.7946444,0.45610973,True,0.0,0
9000.0,True,False,False,True,1,26955.0,1889.1,Alone,Service,1.0,M,False,CL,Home,0.008866,17461,10289,14287,1015,True,False,True,Medicine,3,2,4,13.0,True,True,0.747489,0.7914142,0.39794633,True,1.0,0
20250.0,False,False,True,True,0,133660.8,4814.1,Alone,Commercial,2.0,S,False,CL,Home,0.011657,18252,1672,4092,1792,True,False,False,High skill tech,1,1,2,17.0,True,True,0.8252355,0.6619162,0.5814837,True,1.0,0
11700.0,False,True,True,False,0,37313.55,1904.85,Alone,Commercial,1.0,M,False,CL,Home,0.072508,12238,4226,6355,967,True,False,False,Laborers,2,1,6,17.0,True,True,0.36525124,0.75770926,0.8160924,True,1.0,0
9000.0,False,False,False,True,1,22500.0,861.3,Relative,Service,1.0,M,False,CL,Home,0.008575,13549,5901,453,4324,True,True,False,Core,3,2,6,15.0,True,True,0.37924242,0.72431,0.13342926,True,2.0,0
15750.0,True,False,True,False,0,50021.1,3883.95,Alone,Service,1.0,M,False,CL,Home,0.010643,14773,651,8607,4715,True,False,False,Accountants,2,2,6,13.0,True,True,0.42609736,0.24865207,0.78260785,True,0.0,0
9000.0,False,False,False,True,2,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.009549,15602,1663,548,3975,True,False,True,Security,4,2,5,14.0,True,True,0.064264506,0.6569709,0.2009261,True,6.0,0
11250.0,False,False,True,False,0,9594.0,1138.5,Alone,Commercial,1.0,M,False,CL,Home,0.007274,9164,1022,2923,794,True,False,False,Medicine,2,2,2,13.0,True,True,0.35338634,0.6648851,0.24853556,True,7.0,0
11250.0,True,True,False,True,1,26553.6,1277.1,Alone,Service,1.0,M,False,CL,Home,0.009657,16150,1618,8505,4373,True,False,False,Drivers,3,2,2,10.0,True,True,0.3354383,0.6434543,0.3656165,True,0.0,0
24750.0,True,False,True,True,0,100692.0,5141.25,Alone,Service,2.0,M,False,CL,Home,0.00823,19938,993,2651,3461,True,False,True,Sales,2,2,4,15.0,True,True,0.5128151,0.4829245,0.32489124,True,1.0,0
22500.0,True,True,False,True,0,54000.0,2700.0,Alone,Service,1.0,M,False,RL,Home,0.025164,11592,3585,804,3607,True,False,True,Laborers,2,2,0,12.0,True,True,0.53543615,0.2959795,0.0950704,True,4.0,0
31500.0,True,False,False,False,0,70641.0,6894.45,Alone,Commercial,2.0,S,False,CL,Home,0.011703,10190,3009,4803,2631,True,False,False,Sales,1,2,3,13.0,True,True,0.44100773,0.7294327,0.6594055,True,4.0,0
9000.0,False,False,True,False,1,15282.0,1634.4,Alone,Service,1.0,M,False,CL,Home,0.010556,17694,1687,5820,1231,True,False,False,Cooking,3,3,1,10.0,True,True,0.72037196,0.6109404,0.51549536,True,2.0,0
8100.0,False,True,False,True,1,25027.2,1612.35,Alone,Service,1.0,S,False,CL,Home,0.018801,14101,2904,8205,4811,True,False,False,Private service,2,2,3,13.0,True,True,0.65685666,0.53217924,0.5478105,True,2.0,0
13500.0,True,False,True,False,2,64008.0,2425.95,Alone,Service,1.0,M,False,CL,Home,0.018029,14538,1329,6884,3927,True,True,True,Laborers,4,3,5,9.0,True,True,0.47154385,0.5122726,0.35729328,True,4.0,0
13500.0,False,False,False,True,0,17776.8,1417.5,Alone,Service,1.0,S,False,CL,Home,0.00823,8788,697,4417,1447,True,False,False,Sales,1,2,3,14.0,True,True,0.30845454,0.34184086,0.37064964,True,2.0,0
20700.0,False,False,True,False,1,67500.0,2837.7,Alone,Service,1.0,S,False,CL,Home,0.003818,9643,2595,2310,2310,True,False,True,Medicine,2,2,4,11.0,True,True,0.33791777,0.01381803,0.36061257,True,2.0,0
8100.0,False,False,True,True,0,35553.6,1723.5,Relative,Service,1.0,M,False,CL,Home,0.008474,14224,268,6693,3839,True,False,False,Core,2,2,4,12.0,True,True,0.37888664,0.60810393,0.6801388,True,2.0,1
36000.0,True,False,False,True,1,57362.85,2772.45,Alone,Service,1.0,M,False,CL,Home,0.007305,14647,3854,354,3867,True,False,False,Managers,3,3,1,7.0,True,True,0.45458278,0.32541594,0.25670558,True,4.0,0
22500.0,False,False,False,True,0,54734.4,2982.15,Alone,Commercial,2.0,S,False,CL,Home,0.006233,11941,2492,6257,4549,True,False,False,Secretaries,1,2,2,12.0,True,True,0.54733765,0.63903236,0.50468135,True,1.0,0
18000.0,True,False,False,False,1,107820.0,3491.1,Alone,Service,1.0,M,False,CL,Home,0.010006,11023,1835,772,3510,True,True,False,Laborers,3,2,5,9.0,True,True,0.40464833,0.62654346,0.2940831,True,1.0,0
13500.0,False,False,False,True,1,13500.0,675.0,Relative,Service,1.0,M,False,RL,Home,0.010556,8742,1736,3617,1397,True,True,True,Laborers,3,3,0,16.0,True,True,0.7150225,0.047540326,0.5726825,True,2.0,0
22500.0,True,True,False,False,0,22950.0,2434.95,Alone,Commercial,2.0,M,False,CL,Home,0.032561,12614,834,2238,4928,True,True,True,Drivers,2,1,3,10.0,True,True,0.7063022,0.6936322,0.6058363,True,2.0,0
11250.0,False,False,True,True,1,24750.0,1773.0,Relative,Commercial,2.0,M,False,CL,Home,0.028663,10855,2686,4507,1547,True,False,False,Managers,3,2,1,13.0,True,True,0.4360867,0.54408693,0.6127042,True,5.0,0
13500.0,False,False,False,True,0,154602.0,4251.15,Alone,Govt Job,2.0,M,False,CL,Home,0.035792,17417,6552,11537,959,True,False,True,High skill tech,2,2,3,12.0,True,True,0.8192188,0.73142624,0.75574005,True,1.0,0
13500.0,False,False,False,False,0,88127.55,4512.6,Alone,nan,2.0,S,False,CL,Home,0.006629,13631,6293,6481,4145,True,False,False,Low-skill Laborers,1,2,4,7.0,True,True,0.517659,0.6167665,0.75440615,True,5.0,0
20250.0,False,True,True,True,0,67950.0,1986.75,Partner,Service,1.0,M,False,CL,Home,0.009175,18349,2552,4378,1873,True,False,False,Core,2,2,1,18.0,True,True,0.8063686,0.7207502,0.69409263,True,1.0,0
6750.0,False,False,False,False,0,80865.0,2608.65,Alone,Service,1.0,M,False,CL,Home,0.028663,13272,4028,7223,3932,True,False,True,High skill tech,2,2,3,10.0,True,True,0.18880795,0.61440164,0.51549536,True,0.0,0
24750.0,False,True,True,False,0,66723.75,2181.15,Alone,Commercial,2.0,M,False,CL,Home,0.006008,8832,816,5731,1501,True,False,False,Managers,2,2,5,15.0,True,True,0.35763952,0.4965031,0.24853556,True,0.0,0
15750.0,False,False,True,True,3,69615.0,3361.95,Relative,Service,1.0,M,False,CL,Home,0.04622,13299,826,7409,4188,True,False,False,Cleaning,5,1,1,11.0,True,True,0.5847028,0.66269875,0.7463002,True,2.0,0
9900.0,True,True,False,True,1,102429.0,3641.85,Alone,Service,1.0,M,False,CL,Home,0.011657,8931,1050,8110,1615,True,False,False,Sales,3,1,2,11.0,True,True,0.51040983,0.5387445,0.4311918,True,4.0,0
27000.0,False,True,False,False,0,104614.2,2889.9,Relative,Commercial,2.0,D,False,CL,Home,0.072508,12706,2217,2009,1409,True,False,False,Core,1,1,1,19.0,True,True,0.40049845,0.6897991,0.25946766,True,1.0,0
13500.0,False,True,False,True,0,80865.0,2377.35,Alone,Service,1.0,W,False,CL,Home,0.008575,20669,4542,1709,4188,True,False,True,Cleaning,1,2,5,17.0,True,True,0.74430406,0.6237917,0.08963067,True,1.0,0
15750.0,False,False,False,True,0,72846.0,4080.6,Alone,Service,1.0,W,False,CL,Home,0.003818,19043,3397,3228,2582,True,True,True,Sales,1,2,2,4.0,True,True,0.82895195,0.6925437,0.5567274,True,2.0,0
15750.0,False,False,False,True,1,54504.0,2664.0,Alone,Commercial,1.0,S,False,CL,Home,0.01885,13436,2938,3239,4261,True,False,False,Laborers,2,2,3,11.0,True,True,0.23560068,0.6744433,0.27500036,True,1.0,0
9248.985,False,False,False,False,0,57340.8,1863.45,Alone,Commercial,2.0,M,False,CL,Home,0.019101,16909,744,4241,438,True,True,True,Sales,2,2,4,15.0,True,True,0.62366354,0.65239316,0.6463299,True,0.0,0
9000.0,False,False,False,True,0,18000.0,900.0,Alone,Service,2.0,S,False,RL,Home,0.035792,9761,537,4146,2076,True,False,False,Sales,1,2,5,16.0,True,True,0.13563526,0.5799147,0.48485148,True,3.0,0
31500.0,True,False,True,False,1,125865.0,5345.55,Alone,Service,2.0,D,False,CL,Home,0.0228,13059,4466,1877,5515,True,False,True,Accountants,2,2,3,12.0,True,True,0.75854987,0.5405861,0.36394525,True,2.0,0
9000.0,False,True,True,False,1,67500.0,2570.85,Relative,Commercial,2.0,M,False,CL,Home,0.008625,12134,1198,4726,3099,True,False,False,Core,3,2,3,13.0,True,True,0.47160995,0.49044144,0.47944897,True,1.0,0
27900.0,True,False,False,True,1,122301.0,5194.8,Alone,Commercial,2.0,D,False,CL,Family,0.0228,12450,4210,265,1791,True,False,False,Accountants,2,2,1,15.0,True,True,0.56972027,0.49610955,0.5744466,True,2.0,0
22500.0,True,True,True,True,0,101699.1,5691.6,Alone,Service,2.0,M,False,CL,Home,0.018634,14282,5336,2469,4151,True,False,False,Accountants,2,2,4,13.0,True,True,0.4873363,0.7205257,0.8061493,True,3.0,0
31500.0,False,True,True,True,0,197107.2,6864.3,Alone,Service,1.0,M,False,CL,Home,0.010276,19686,1131,7290,3230,True,False,False,Laborers,2,2,1,13.0,True,True,0.47809267,0.64418644,0.25533178,True,3.0,0
31500.0,True,False,True,False,1,80865.0,2608.65,Alone,Govt Job,1.0,M,False,CL,Municipal,0.020713,12774,446,1949,3082,True,True,True,Core,3,3,4,8.0,True,True,0.41146573,0.1799019,0.4974689,True,1.0,0
31500.0,False,False,True,True,0,135000.0,3725.55,Alone,Commercial,1.0,D,False,CL,Home,0.006671,18521,3416,495,2077,True,False,False,Managers,1,2,1,13.0,True,True,0.6868736,0.7576892,0.8128226,True,1.0,0
13500.0,True,True,False,False,0,29138.4,2505.6,Alone,Service,1.0,M,False,CL,Municipal,0.010556,16289,1090,5795,5872,True,True,False,Drivers,2,3,1,12.0,True,True,0.48848256,0.4991545,0.34252888,True,2.0,0
16200.0,True,True,False,True,0,20250.0,1012.5,Alone,Service,2.0,W,False,RL,Home,0.028663,20136,8106,4806,3546,True,False,False,Laborers,1,2,2,14.0,True,True,0.6115877,0.6105609,0.5902333,True,1.0,0
42750.0,True,False,False,False,1,45000.0,2201.85,Alone,Service,1.0,M,False,CL,Home,0.035792,9648,605,3467,2105,True,False,False,Core,3,2,1,13.0,True,True,0.19511323,0.59479064,0.11319635,True,1.0,1
18000.0,False,False,True,False,0,22500.0,1125.0,Alone,Service,1.0,D,False,RL,Home,0.072508,16834,685,3055,379,True,False,True,Cooking,1,1,5,15.0,True,True,0.3260469,0.5354444,0.58323795,True,2.0,0
18000.0,True,False,False,True,2,104777.1,3776.4,Alone,Service,1.0,M,False,CL,Home,0.009175,13067,732,5400,5427,True,False,True,High skill tech,4,2,5,12.0,True,True,0.3626668,0.74017,0.27356467,True,2.0,0
22500.0,True,False,False,False,0,18847.8,1992.15,Others,Commercial,1.0,M,False,CL,Home,0.030755,18654,1285,10661,1953,True,False,False,Drivers,2,2,5,14.0,True,True,0.6789725,0.6481312,0.41184855,True,2.0,0
13500.0,False,False,True,False,2,53838.9,3841.65,Alone,Service,1.0,M,False,CL,Home,0.008474,13389,1744,13146,4160,True,False,True,Core,4,2,5,13.0,True,True,0.4441305,0.21410273,0.6463299,True,1.0,0
24750.0,False,False,True,True,2,83297.7,4266.0,Alone,Service,1.0,M,False,CL,Home,0.014464,18285,2272,823,1847,True,False,False,Drivers,4,2,4,10.0,True,True,0.37266427,0.41859278,0.30314636,True,8.0,1
13500.0,True,True,True,True,0,25650.0,1871.55,Partner,Service,2.0,M,False,CL,Home,0.015221,15230,88,771,4670,True,False,True,Laborers,2,2,3,15.0,True,True,0.5010459,0.51533175,0.36896873,True,0.0,0
20250.0,True,True,False,False,0,23985.0,2371.95,Alone,Commercial,1.0,M,False,CL,Home,0.018801,20175,1733,11257,1527,True,True,False,Managers,2,2,4,9.0,True,True,0.4010249,0.556916,0.38762534,True,3.0,0
19125.0,False,False,True,False,0,19339.2,1305.45,Alone,Govt Job,1.0,M,False,CL,Office,0.014464,13541,1822,1062,3807,True,False,False,Laborers,2,2,2,5.0,True,True,0.47464636,0.70607454,0.71949077,True,1.0,0
31500.0,True,True,True,True,0,215640.0,5701.5,Partner,Service,1.0,M,False,CL,Home,0.006629,18363,1476,7425,1874,True,False,False,Managers,2,2,2,9.0,True,True,0.6860098,0.6900143,0.67065173,True,5.0,0
22500.0,True,False,False,True,0,52128.0,3150.0,Alone,Govt Job,2.0,M,False,CL,Home,0.002506,13160,4257,174,1286,True,False,False,Core,2,2,1,9.0,True,True,0.4706056,0.7768078,0.1110424,True,2.0,1
15750.0,False,True,True,False,1,32421.6,2084.85,Alone,Govt Job,2.0,M,False,CL,Home,0.035792,14863,3115,1688,2395,True,False,False,Core,3,2,5,13.0,True,True,0.30994424,0.57815033,0.5726825,True,0.0,0
9000.0,False,False,False,False,0,38250.0,1772.1,Alone,Service,2.0,S,False,CL,Home,0.018209,16079,402,6282,3790,True,False,True,Laborers,1,3,3,16.0,True,True,0.8667098,0.67272204,0.52629495,True,3.0,0
15750.0,True,True,False,True,1,53691.75,1941.3,Alone,Govt Job,2.0,M,False,CL,Home,0.0228,13137,1515,2096,4196,True,False,True,Core,3,2,6,14.0,True,True,0.697773,0.66254723,0.5691488,True,2.0,0
22500.0,True,False,True,False,0,143685.0,3964.05,Alone,Service,1.0,M,False,CL,Shared,0.035792,23105,8385,8746,5143,True,False,False,Laborers,2,2,5,17.0,True,True,0.8023374,0.36101648,0.6642483,True,0.0,0
20250.0,False,False,True,False,2,90900.0,3618.0,Alone,Service,2.0,D,False,CL,Home,0.030755,13613,1362,7603,4131,True,False,False,Managers,3,2,3,9.0,True,True,0.4909698,0.68859994,0.79462856,True,2.0,0
29250.0,False,False,False,True,0,128835.0,4169.25,Alone,nan,2.0,M,False,CL,Home,0.003818,10223,1215,1564,778,True,False,True,Core,2,2,5,3.0,True,True,0.49158177,0.50717944,0.5549468,True,2.0,0
11250.0,False,True,False,True,0,27000.0,1738.35,Alone,Commercial,1.0,M,False,CL,Home,0.00963,8085,643,2659,746,True,True,False,Core,2,2,0,14.0,True,True,0.21002933,0.5427794,0.68638235,True,3.0,0
15750.0,False,False,False,False,0,83574.45,3096.9,Alone,Commercial,1.0,D,False,CL,Home,0.018634,18417,6803,8875,1695,True,True,False,Cooking,1,2,5,17.0,True,True,0.65529096,0.5675669,0.31081825,True,0.0,0
22500.0,True,False,True,True,0,27363.6,2960.1,Alone,nan,1.0,M,False,CL,Home,0.010966,18974,7286,7206,2514,True,False,False,Drivers,2,2,5,12.0,True,True,0.47740453,0.20352283,0.4632753,True,1.0,0
18000.0,False,False,False,True,0,27000.0,1350.0,Alone,Commercial,2.0,M,False,RL,Home,0.019689,14488,807,587,1724,True,False,False,High skill tech,2,2,1,8.0,True,True,0.5294727,0.6706436,0.82770264,True,1.0,0
15750.0,True,True,False,True,0,52128.0,2742.3,Alone,nan,2.0,S,False,CL,Home,0.030755,11175,551,994,3625,True,False,False,Core,1,2,3,13.0,True,True,0.6327967,0.4112564,0.17146836,True,1.0,0
11250.0,False,False,False,True,1,57994.2,3719.25,Partner,Service,1.0,M,False,CL,Home,0.022625,16597,1542,10718,156,True,False,False,Laborers,3,2,4,13.0,True,True,0.718105,0.7240392,0.24054141,True,2.0,0
20250.0,True,False,True,True,1,135000.0,5354.1,Alone,Commercial,1.0,M,False,CL,Home,0.010276,15909,1659,8133,4458,True,False,False,Sales,3,2,1,10.0,True,True,0.6405319,0.6730253,0.7136314,True,6.0,0
11250.0,True,False,False,False,2,67500.0,3247.2,Alone,Service,1.0,M,False,CL,Home,0.01885,17772,1806,1684,1313,True,False,True,Laborers,4,2,5,18.0,True,True,0.3070497,0.6632362,0.68326885,True,2.0,0
15750.0,False,False,True,True,0,138512.25,4063.05,Alone,Service,1.0,M,False,CL,Home,0.010966,16574,2528,3816,127,True,False,False,Sales,2,2,3,16.0,True,True,0.5689487,0.65785253,0.29859498,True,1.0,0
15750.0,True,False,True,True,0,34380.0,1309.05,Alone,Govt Job,1.0,S,False,CL,Municipal,0.04622,18400,383,11011,1873,True,False,False,Cleaning,1,1,2,11.0,True,True,0.4306667,0.37376714,0.7449322,True,3.0,0
27000.0,True,False,True,True,0,84874.5,4617.45,Alone,Commercial,2.0,S,False,CL,Home,0.0105,8261,238,199,915,True,False,False,Accountants,1,3,1,11.0,True,True,0.37794685,0.3983227,0.14024319,True,1.0,0
29250.0,False,False,True,True,0,54000.0,2700.0,Alone,Commercial,2.0,S,False,RL,Home,0.025164,16784,2743,532,338,True,False,False,Managers,1,2,3,9.0,True,True,0.774621,0.66644734,0.51549536,True,3.0,0
24750.0,True,True,False,True,0,50021.1,3073.05,Alone,Service,2.0,S,False,CL,Home,0.009657,17453,8939,1126,993,True,False,False,Core,1,2,3,16.0,True,True,0.8724975,0.8068084,0.81061804,True,0.0,0
8100.0,False,False,False,True,1,45450.0,2550.6,Alone,Commercial,1.0,M,False,CL,Home,0.01452,16735,1381,7443,274,True,False,False,Sales,3,2,4,7.0,True,True,0.4901591,0.22985351,0.17982176,True,0.0,0
16650.0,False,False,False,True,1,54504.0,2553.75,Alone,Service,1.0,M,False,CL,Home,0.006008,14774,978,1440,4243,True,False,False,Security,3,2,2,9.0,True,True,0.37573406,0.6316,0.14375806,True,2.0,0
11250.0,False,False,True,True,0,94230.0,3052.8,Alone,Service,1.0,M,False,CL,Home,0.006629,13325,765,764,4721,True,False,False,Sales,2,2,5,10.0,True,True,0.53227293,0.003055969,0.4974689,True,2.0,0
33750.0,False,True,False,True,1,29623.95,2730.15,Alone,Commercial,1.0,M,False,CL,Home,0.032561,14099,939,1309,2039,True,False,False,Security,3,1,4,15.0,True,True,0.39637336,0.63412017,0.17770407,True,4.0,0
22500.0,False,False,False,True,1,83538.0,4032.0,Partner,Commercial,1.0,M,False,CL,Home,0.04622,8677,1922,4083,737,True,False,False,Core,3,1,4,14.0,True,True,0.5403622,0.6674334,0.47045612,True,5.0,0
14400.0,True,True,False,False,0,80798.4,2670.3,Relative,Commercial,1.0,M,False,CL,Home,0.019689,16020,2974,10159,4424,True,False,True,Laborers,2,2,4,16.0,True,True,0.6882389,0.27772814,0.58674,True,2.0,0
8100.0,True,False,False,True,0,12564.0,670.5,Alone,Service,1.0,M,False,CL,Home,0.008625,13616,1718,6397,4271,True,False,False,Cooking,2,2,5,11.0,True,True,0.48288295,0.66022587,0.35069585,True,3.0,0
9000.0,False,True,True,True,1,16495.2,814.95,Alone,Service,1.0,M,False,CL,Family,0.01885,12644,2754,2744,4222,True,True,True,Sales,3,2,5,13.0,True,True,0.32407266,0.27694362,0.5814837,True,2.0,1
67500.0,True,False,True,True,0,53691.75,2754.45,Relative,Commercial,2.0,M,False,CL,Home,0.04622,16990,992,10881,498,True,False,False,Sales,2,1,5,12.0,True,True,0.5308819,0.6852704,0.3842068,True,1.0,0
13500.0,False,True,True,False,0,54449.1,1769.4,Alone,Commercial,2.0,M,False,CL,Home,0.009657,16312,1045,4499,621,True,False,False,Cooking,2,2,1,10.0,True,True,0.7379907,0.3005472,0.6848277,True,2.0,0
15750.0,False,False,True,True,0,24499.8,1493.55,Alone,nan,2.0,S,False,CL,Home,0.009657,18695,1305,8984,2243,True,False,False,Sales,1,2,6,13.0,True,True,0.7552547,0.602273,0.35895124,True,7.0,1
36000.0,False,False,False,True,0,135000.0,6750.0,Alone,Service,2.0,M,False,RL,Home,0.04622,14198,2165,2962,4573,True,False,False,Core,2,1,6,14.0,True,True,0.86680377,0.7456537,0.6109913,True,0.0,0
29250.0,False,False,False,True,0,64008.0,3126.15,Alone,Commercial,1.0,M,False,CL,Home,0.00733,10027,2744,4718,2709,True,False,False,Waiters/barmen,2,2,5,16.0,True,True,0.22374822,0.3781125,0.41184855,True,6.0,0
9000.0,True,True,False,True,1,32840.55,1459.35,Relative,Commercial,1.0,M,False,CL,Home,0.025164,11714,1181,11684,3168,True,False,False,High skill tech,3,2,6,12.0,True,True,0.40029684,0.26531175,0.6512602,True,0.0,0
11250.0,True,True,True,True,0,27000.0,1350.0,Relative,Service,2.0,M,False,RL,Home,0.016612,9724,986,4347,2399,True,False,False,Accountants,2,2,4,15.0,True,True,0.23877048,0.73079,0.8061493,True,3.0,0
22500.0,False,False,False,True,1,54373.5,3797.1,Alone,Service,2.0,M,False,CL,Home,0.022625,10847,3412,437,644,True,False,False,Sales,3,2,1,17.0,True,True,0.64904284,0.24986741,0.054957394,True,0.0,0
18000.0,False,True,True,True,1,77368.05,3735.0,Alone,nan,1.0,M,False,CL,Home,0.0228,14356,444,5240,2349,True,False,False,Cooking,3,2,2,13.0,True,True,0.41968375,0.6395014,0.34905526,True,1.0,0
11250.0,False,True,True,True,2,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Home,0.02461,12188,217,2087,1612,True,False,False,Core,4,2,4,15.0,True,True,0.6230368,0.6069203,0.51549536,True,1.0,0
20250.0,True,False,False,True,1,90000.0,2644.65,Relative,Service,1.0,M,False,CL,Home,0.026392,10359,3062,3639,1441,True,False,False,Cooking,3,2,2,15.0,True,True,0.22028852,0.62158245,0.14554282,True,3.0,0
13500.0,False,False,False,False,0,76500.0,2710.35,Alone,Service,1.0,M,False,CL,Family,0.04622,8538,693,1218,1232,True,False,False,Sales,2,1,2,15.0,True,True,0.109481424,0.6499095,0.05384435,True,3.0,1
12150.0,False,False,True,False,2,23850.0,767.7,Alone,Service,1.0,M,False,CL,Home,0.026392,15235,2386,2382,4095,True,False,False,Laborers,4,2,3,15.0,True,True,0.3055734,0.7070946,0.3996756,True,4.0,0
18000.0,True,False,False,True,0,51233.85,2504.7,Alone,Service,1.0,D,False,CL,Home,0.007114,13739,829,2307,3792,True,False,False,Security,1,2,2,17.0,True,True,0.21447644,0.49575967,0.22258076,True,5.0,1
12150.0,False,False,True,False,1,26368.65,2810.7,Alone,Service,1.0,M,False,CL,Home,0.018634,13760,204,3050,4267,True,False,False,Laborers,3,2,3,9.0,True,True,0.38720468,0.31890264,0.12064103,True,0.0,0
11250.0,False,True,False,True,1,22500.0,1659.6,Relative,Govt Job,1.0,M,False,CL,Home,0.028663,9931,2158,873,990,True,False,False,Medicine,3,2,2,11.0,True,True,0.243155,0.6225901,0.6577838,True,0.0,0
36000.0,True,False,False,False,0,72846.0,4469.4,Alone,nan,2.0,M,False,CL,Home,0.010032,15649,704,588,4087,True,False,False,Managers,2,2,2,6.0,True,True,0.77601457,0.6174589,0.13510601,True,3.0,0
18900.0,False,False,True,True,0,22500.0,2076.75,Alone,Service,2.0,M,False,CL,Home,0.025164,12464,1343,2170,2026,True,True,False,Laborers,2,2,1,12.0,True,True,0.22419839,0.26531175,0.41359675,True,1.0,0
20250.0,False,True,False,True,0,81000.0,2381.4,Alone,Service,1.0,W,False,CL,Home,0.01452,16208,3922,9140,3997,True,False,False,Laborers,1,2,3,12.0,True,True,0.35581192,0.23310564,0.5316861,True,2.0,0
18000.0,False,False,False,True,0,22500.0,1125.0,Alone,Service,1.0,M,False,RL,Home,0.022625,17196,2598,8750,728,True,False,False,Core,2,2,3,12.0,True,True,0.76137173,0.7855979,0.060854595,True,5.0,0
8550.0,False,True,True,True,2,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Home,0.031329,7740,357,124,355,True,True,False,Laborers,4,2,2,13.0,True,True,0.085618205,0.057910442,0.078536145,True,0.0,0
13500.0,False,False,True,False,0,22950.0,1116.0,Alone,Service,2.0,M,False,CL,Home,0.01452,20053,532,6108,2488,True,True,False,High skill tech,2,2,5,17.0,True,True,0.86168617,0.3454859,0.28371188,True,4.0,0
90000.0,True,True,False,True,0,192830.4,7357.95,Alone,Govt Job,4.0,D,False,CL,Home,0.072508,20469,7036,5519,5,True,False,True,Core,1,1,6,13.0,True,True,0.8601153,0.7437913,0.7662337,True,3.0,0
10350.0,True,True,True,True,2,20739.6,1338.3,Relative,Commercial,1.0,M,False,CL,Home,0.00712,10701,2611,1985,2866,True,False,False,Laborers,4,2,6,9.0,True,True,0.20883214,0.75001246,0.344155,True,0.0,0
12150.0,False,False,True,False,1,25470.0,1306.8,Alone,Service,1.0,S,False,CL,Home,0.011703,12945,1049,4634,4642,True,False,False,Sales,2,2,5,16.0,True,True,0.6159253,0.70520246,0.6058363,True,0.0,0
20250.0,False,False,False,True,0,40500.0,2120.4,Alone,Service,1.0,S,False,CL,Home,0.02461,11446,147,3765,3764,True,True,True,Managers,1,2,2,12.0,True,True,0.2143082,0.7554217,0.71215516,True,1.0,0
31500.0,False,False,True,True,1,202500.0,5355.0,Alone,Commercial,2.0,M,False,CL,Home,0.003541,11740,951,2834,3997,True,False,False,Managers,3,1,2,12.0,True,True,0.29012498,0.7516897,0.6195277,True,1.0,0
11250.0,True,True,True,False,1,49500.0,1917.9,Alone,Service,1.0,M,False,CL,Home,0.015221,9359,2606,4137,2037,True,True,False,Sales,3,2,2,14.0,True,True,0.201517,0.7237682,0.41184855,True,4.0,0
42750.0,False,True,True,True,0,54000.0,2700.0,Relative,Service,1.0,M,False,RL,Home,0.035792,19130,11416,12227,2659,True,True,True,Core,2,2,3,13.0,True,True,0.63608706,0.70483863,0.52629495,True,7.0,0
15750.0,True,True,True,True,0,19915.2,1029.6,Alone,Service,2.0,S,False,CL,Rental,0.02461,8899,95,6080,1567,True,False,False,High skill tech,1,2,1,18.0,True,True,0.21443623,0.5681894,0.28371188,True,1.0,0
112500.0,True,False,True,True,2,125962.65,5350.05,Alone,Commercial,1.0,M,False,CL,Home,0.018029,14720,2325,1023,1039,True,False,False,Managers,4,3,6,6.0,True,True,0.29477447,0.1536644,0.5118918,True,1.0,0
14400.0,False,False,True,False,2,45000.0,4846.5,Alone,Commercial,2.0,M,False,CL,Home,0.022625,12894,2743,1231,4552,True,True,True,Waiters/barmen,4,2,4,14.0,True,True,0.4796677,0.73966086,0.32965505,True,3.0,0
24750.0,False,True,False,False,0,16300.8,1624.95,Alone,Service,1.0,M,False,CL,Home,0.018634,17299,1700,1891,838,True,False,False,High skill tech,2,2,3,11.0,True,True,0.82085335,0.60801536,0.6479769,True,3.0,0
24750.0,True,False,False,False,0,94500.0,4003.65,Alone,Commercial,2.0,M,False,CL,Office,0.010006,10893,3302,163,144,True,True,False,Managers,2,1,0,10.0,True,True,0.35962394,0.23135112,0.47764915,True,2.0,0
27000.0,True,True,True,True,0,192830.4,7146.0,Alone,Service,1.0,M,False,CL,Home,0.072508,20599,4924,9253,3779,True,True,True,Drivers,2,1,1,17.0,True,True,0.75701994,0.79370075,0.8463781,True,2.0,0
22500.0,False,False,False,True,2,124712.1,4036.05,Alone,Service,1.0,M,False,CL,Home,0.022625,11550,3754,5521,3965,True,True,True,Laborers,4,2,1,13.0,True,True,0.27690044,0.5775529,0.7688076,True,0.0,0
15750.0,False,False,True,False,0,25470.0,2687.4,Alone,Service,1.0,M,False,CL,Home,0.009175,10862,893,2388,3128,True,False,False,Core,2,2,3,11.0,True,True,0.50439155,0.6748033,0.6577838,True,0.0,0
20250.0,False,True,False,True,0,102150.0,5985.45,Alone,Service,1.0,S,False,CL,Home,0.01452,19924,1584,7111,3454,True,False,False,Secretaries,1,2,1,15.0,True,True,0.8168253,0.6843075,0.5744466,True,4.0,0
20250.0,True,False,False,False,0,45000.0,5353.65,Alone,Service,2.0,M,False,CL,Home,0.026392,13187,1533,6267,4767,True,False,False,Laborers,2,2,5,14.0,True,True,0.46112132,0.5551724,0.42765737,True,0.0,1
11250.0,False,False,True,False,1,31410.0,2137.5,Alone,Service,1.0,M,False,CL,Family,0.018801,11401,1859,5613,3464,True,False,False,Sales,3,2,0,8.0,True,True,0.18276711,0.23897299,0.21885908,True,2.0,0
29250.0,True,False,True,True,0,52737.3,3226.05,Alone,Service,1.0,S,False,CL,Home,0.008019,19381,4270,4203,2510,True,False,True,Core,1,2,5,13.0,True,True,0.6149441,0.74658984,0.5691488,True,1.0,0
19350.0,False,False,True,False,2,45000.0,3044.25,Alone,Service,1.0,M,False,CL,Home,0.0228,13348,2795,3059,3582,True,False,True,Accountants,4,2,1,16.0,True,True,0.2755679,0.41574293,0.5388627,True,0.0,0
16650.0,True,True,False,False,0,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Family,0.028663,10300,1229,4664,2983,True,False,False,Sales,2,2,5,17.0,True,True,0.50439155,0.518952,0.26224896,True,3.0,0
12600.0,False,False,True,False,2,36489.6,1876.05,Relative,Service,1.0,M,False,CL,Home,0.028663,12257,1125,6268,4733,True,False,False,High skill tech,4,2,4,17.0,True,True,0.22237103,0.5189247,0.6561584,True,3.0,0
22500.0,False,True,False,True,1,152757.9,5322.6,Alone,Service,1.0,M,False,CL,Home,0.010966,17272,608,15252,828,True,False,False,Laborers,3,2,3,12.0,True,True,0.427185,0.49520755,0.6561584,True,1.0,0
31500.0,False,False,False,True,0,197107.2,6864.3,Relative,Commercial,1.0,M,False,CL,Home,0.005084,19875,5557,1050,3425,True,True,False,Managers,2,2,5,14.0,True,True,0.50751144,0.6380634,0.49566582,True,0.0,1
20250.0,False,False,True,True,2,75519.0,3339.45,Relative,Service,1.0,M,False,CL,Home,0.031329,15577,3031,6291,4432,True,False,False,Core,4,2,3,12.0,True,True,0.7231094,0.6003018,0.622922,True,0.0,0
11250.0,False,False,True,True,2,7641.0,823.5,Kids,Service,2.0,M,False,CL,Home,0.01885,15696,5583,3717,4436,True,False,True,High skill tech,4,2,3,9.0,True,True,0.38031262,0.59317684,0.7151031,True,0.0,0
15930.0,True,True,True,True,0,108000.0,3892.05,Alone,Govt Job,1.0,M,False,CL,Home,0.019689,15675,4290,980,5022,True,False,True,Medicine,2,2,1,14.0,True,True,0.16425051,0.6088385,0.5118918,True,3.0,0
13500.0,False,True,True,True,0,22500.0,1464.75,Alone,Service,2.0,M,False,CL,Home,0.015221,18270,3902,8602,1821,True,False,True,Drivers,2,2,4,9.0,True,True,0.82298815,0.67130023,0.31236538,True,2.0,1
11250.0,True,False,True,False,2,51192.0,1350.0,Alone,Govt Job,1.0,M,False,CL,Home,0.031329,15710,3393,1905,4172,True,True,True,Core,4,2,2,17.0,True,True,0.7051714,0.5181385,0.3842068,True,2.0,0
18000.0,False,True,True,True,0,45000.0,2250.0,Alone,Commercial,1.0,M,False,RL,Home,0.00702,11883,749,11853,4195,True,False,False,Managers,2,2,6,17.0,True,True,0.15353426,0.55797875,0.39621958,True,2.0,0
6750.0,False,False,False,True,0,20250.0,1012.5,Relative,Service,2.0,M,False,RL,Home,0.011703,13890,561,8032,596,True,False,False,Accountants,2,2,4,11.0,True,True,0.42620978,0.65907705,0.77515525,True,0.0,0
13500.0,False,False,False,False,1,43781.85,2925.9,Alone,Service,1.0,M,False,CL,Home,0.030755,10468,622,4516,2324,True,False,False,Laborers,3,2,4,17.0,True,True,0.29794493,0.6331912,0.28224844,True,5.0,0
6750.0,False,True,True,False,0,67950.0,1986.75,Alone,Service,1.0,M,False,CL,Home,0.031329,18997,3415,12008,2535,True,True,True,Sales,2,2,3,12.0,True,True,0.69721717,0.6273924,0.57796913,True,0.0,0
22500.0,False,False,True,True,1,117409.05,4669.2,Alone,Service,2.0,M,False,CL,Home,0.01885,10596,493,4201,3140,True,False,False,Laborers,3,2,6,13.0,True,True,0.37817547,0.6559205,0.6561584,True,1.0,0
22500.0,True,False,False,True,0,35179.2,1921.5,Alone,Service,1.0,W,False,CL,Home,0.018801,20008,195,2860,3527,True,False,False,Laborers,1,2,2,6.0,True,True,0.30183488,0.42925698,0.23531051,True,1.0,0
22500.0,False,False,True,True,0,45000.0,1302.75,Alone,Service,1.0,D,False,CL,Home,0.009175,17052,3576,1679,590,True,False,True,Sales,1,2,5,10.0,True,True,0.6387409,0.7591796,0.36061257,True,0.0,0
18000.0,True,False,True,False,1,45000.0,2310.75,Alone,Service,2.0,M,False,CL,Home,0.018634,11735,770,5665,1722,True,True,False,Security,3,2,5,18.0,True,True,0.44921654,0.11145882,0.18738876,True,6.0,1
27000.0,True,False,True,True,1,64008.0,2997.0,Alone,Service,1.0,D,False,CL,Home,0.010147,16019,199,8295,4375,True,False,False,Managers,2,2,2,10.0,True,True,0.4712553,0.29478705,0.5602843,True,2.0,0
16650.0,True,False,True,False,1,88412.4,2597.85,Alone,Govt Job,2.0,M,False,CL,Home,0.030755,9809,2294,1016,2485,True,False,False,Core,3,2,3,11.0,True,True,0.5983646,0.46662155,0.28961125,True,1.0,0
18000.0,True,False,True,False,1,77029.2,3067.65,Relative,Service,1.0,M,False,CL,Home,0.04622,13664,853,1355,3938,True,False,False,Managers,3,1,6,14.0,True,True,0.71519,0.74038446,0.66745776,True,1.0,0
18000.0,True,False,True,True,0,52863.3,3965.4,Alone,Commercial,2.0,M,False,CL,Home,0.020246,14029,120,1477,2902,True,False,False,Managers,2,3,2,10.0,True,True,0.74012667,0.28017363,0.48124933,True,2.0,0
27000.0,False,True,True,True,0,27861.3,2938.5,Alone,Service,2.0,M,False,CL,Home,0.010032,21600,1086,7652,4656,True,False,False,Laborers,2,2,5,9.0,True,True,0.43328896,0.57562566,0.63970757,True,1.0,0
9000.0,False,True,True,True,0,13477.5,1071.0,Alone,Service,1.0,M,False,CL,Home,0.019689,19663,993,6081,2878,True,False,False,Drivers,2,2,3,14.0,True,True,0.7351521,0.67187417,0.62967426,True,4.0,0
63000.0,False,False,True,True,1,105493.5,4482.45,Alone,nan,1.0,M,False,CL,Home,0.04622,12997,2972,2135,4866,True,False,False,Accountants,3,1,6,12.0,True,True,0.7388256,0.74518895,0.5208976,True,4.0,0
18900.0,True,False,False,True,1,45450.0,3320.1,Partner,Service,1.0,M,False,CL,Home,0.010006,14872,4786,4072,3464,True,True,False,High skill tech,3,2,3,12.0,True,True,0.58915824,0.62701404,0.40314168,True,8.0,0
27000.0,True,False,False,False,1,90000.0,3335.4,Alone,Commercial,2.0,S,False,CL,Home,0.010556,12690,2261,4667,5199,True,False,False,Accountants,2,3,3,11.0,True,True,0.41664055,0.14459601,0.7032033,True,3.0,0
11250.0,False,False,False,True,1,121620.15,3568.95,Alone,Service,1.0,M,False,CL,Home,0.030755,20951,1828,1867,1879,True,False,False,Cleaning,3,2,1,13.0,True,True,0.80390006,0.7785959,0.31859553,True,2.0,0
13500.0,False,False,True,False,0,45000.0,2297.7,Alone,Commercial,1.0,M,False,CL,Home,0.011703,13245,5707,7375,5262,True,True,True,High skill tech,2,2,1,16.0,True,True,0.27011216,0.31885514,0.22761291,True,2.0,0
13500.0,False,True,False,True,0,53691.75,2270.25,Alone,Service,1.0,D,False,CL,Home,0.019101,16653,1217,9821,124,True,False,True,Security,1,2,4,10.0,True,True,0.39989585,0.38004267,0.05647518,True,2.0,0
45000.0,False,False,True,False,3,90000.0,3188.7,Alone,Service,2.0,M,False,CL,Home,0.020246,15412,2118,5680,2036,True,True,True,Managers,5,3,2,14.0,True,True,0.52768195,0.43500945,0.5971924,True,0.0,0
18000.0,False,True,True,True,1,59256.0,3115.35,Alone,Service,1.0,M,False,CL,Home,0.009549,12444,396,6477,4855,True,False,False,Laborers,3,2,1,9.0,True,True,0.42893794,0.58049524,0.7136314,True,0.0,0
22500.0,True,True,True,False,2,60300.0,4777.2,Alone,Service,2.0,M,False,CL,Rental,0.072508,12440,1471,2100,2697,True,False,False,Laborers,4,1,3,13.0,True,True,0.3728875,0.63374466,0.48665315,True,2.0,0
49500.0,False,False,True,True,0,108599.4,5237.55,Alone,Commercial,1.0,M,False,CL,Home,0.032561,18145,677,1390,1679,True,False,False,Managers,2,1,1,11.0,True,True,0.49238595,0.6247765,0.292588,True,0.0,0
6750.0,False,False,True,False,1,26955.0,1889.1,Alone,Service,2.0,M,False,CL,Home,0.0105,15566,3795,7511,3950,True,False,False,Sales,3,3,5,13.0,True,True,0.65027213,0.60731673,0.59892625,True,0.0,0
18000.0,False,False,False,True,0,67950.0,1999.8,Alone,Service,1.0,W,False,CL,Home,0.025164,21587,4457,5886,4087,True,False,False,Core,1,2,2,13.0,True,True,0.71409583,0.5548321,0.37910047,True,2.0,0
13500.0,False,False,True,True,0,52128.0,2428.65,Alone,Service,1.0,S,False,CL,Home,0.022625,10802,183,4615,3447,True,False,True,Sales,1,2,6,12.0,True,True,0.32491356,0.42538258,0.37571102,True,0.0,0
9000.0,True,True,False,True,1,27000.0,1350.0,Alone,Commercial,0.0,M,False,RL,Home,0.04622,11937,3679,2158,85,True,True,False,Laborers,3,1,5,14.0,True,True,0.6157622,0.38684604,0.5100895,True,0.0,0
22500.0,True,False,False,False,1,35834.4,2407.5,Alone,Service,1.0,S,False,CL,Home,0.025164,10110,2220,6051,2501,True,False,False,Laborers,2,2,4,11.0,True,True,0.12217852,0.4954317,0.49927202,True,0.0,0
12600.0,True,False,True,True,2,38250.0,1912.5,Alone,Service,1.0,M,False,RL,Home,0.020246,12468,4491,2537,2824,True,False,False,Medicine,4,3,6,13.0,True,True,0.46770188,0.11848828,0.6545293,True,3.0,0
36000.0,False,False,True,True,0,112500.0,4474.8,Alone,Service,1.0,M,False,CL,Home,0.018801,13914,5288,7929,3299,True,True,False,Laborers,2,2,0,10.0,True,True,0.5312759,0.15829913,0.63303167,True,4.0,0
18000.0,False,True,False,False,0,107820.0,3102.75,Alone,Commercial,2.0,M,False,CL,Home,0.018801,20197,1106,10315,3744,True,False,False,Sales,2,2,1,8.0,True,True,0.67977154,0.59409475,0.5744466,True,3.0,0
38250.0,False,False,False,True,0,80865.0,2608.65,Alone,Service,2.0,M,False,CL,Home,0.006671,14804,1296,530,3345,True,False,True,Accountants,2,2,3,15.0,True,True,0.6897561,0.62498665,0.3392877,True,3.0,0
11250.0,False,False,False,True,0,104281.2,3061.8,Alone,Service,1.0,M,False,CL,Home,0.011657,18136,2533,7752,1098,True,False,False,Medicine,2,1,1,12.0,True,True,0.63619554,0.54666775,0.735221,True,0.0,0
18000.0,False,False,True,True,0,137937.6,3806.1,Alone,Service,1.0,M,False,CL,Home,0.018029,18237,533,4036,1798,True,False,False,Laborers,2,2,0,11.0,True,True,0.48477483,0.62114,0.5406544,True,0.0,0
11250.0,False,True,False,True,2,154602.0,5000.4,Relative,Commercial,1.0,M,False,CL,Home,0.00963,13893,467,8001,4706,True,False,False,Sales,4,2,5,16.0,True,True,0.8332242,0.5001659,0.7252764,True,4.0,0
24750.0,True,False,True,True,1,82350.0,3640.5,Relative,Service,1.0,M,False,CL,Home,0.026392,15833,5353,3521,4323,True,False,False,Core,3,2,3,18.0,True,True,0.6677239,0.5316892,0.3944954,True,6.0,0
36000.0,False,False,True,True,0,67500.0,2437.65,Alone,Service,1.0,M,False,CL,Home,0.00733,16234,4932,4459,4787,True,False,False,Laborers,2,2,5,14.0,True,True,0.75542784,0.72260374,0.52809274,True,3.0,0
15750.0,True,True,True,True,2,104256.0,3458.7,Relative,Service,0.0,M,False,CL,Home,0.031329,14672,1054,5381,4565,True,False,True,Drivers,4,2,6,11.0,True,True,0.55669326,0.5719892,0.58323795,True,0.0,0
12150.0,False,True,False,True,0,94881.6,2787.3,Alone,Service,1.0,W,False,CL,Home,0.031329,16124,8395,6504,4590,True,False,False,High skill tech,1,2,2,16.0,True,True,0.5572189,0.7340855,0.4258929,True,4.0,0
20700.0,False,False,True,True,2,78192.0,4378.95,Alone,Govt Job,2.0,M,False,CL,Home,0.006629,12802,4364,6111,4460,True,True,True,Managers,4,2,3,4.0,True,True,0.48941025,0.7690363,0.22761291,True,0.0,0
15750.0,False,True,False,True,0,67050.0,3650.4,Alone,Service,1.0,M,False,CL,Home,0.026392,9456,983,1156,838,True,False,False,High skill tech,2,2,6,12.0,True,True,0.43715432,0.6337649,0.28371188,True,2.0,0
9000.0,False,True,True,True,1,13753.8,908.55,Alone,Commercial,1.0,M,False,CL,Home,0.010966,13999,240,4522,512,True,False,False,Drivers,3,2,5,10.0,True,True,0.37475592,0.67363137,0.2664568,True,0.0,0
13500.0,False,True,True,True,1,28887.3,1671.3,Alone,Commercial,2.0,M,False,CL,Home,0.025164,10253,126,736,2891,True,False,False,Managers,3,2,2,10.0,True,True,0.570916,0.59044045,0.3376727,True,0.0,0
6750.0,True,False,False,True,2,59527.35,2257.2,Alone,Govt Job,2.0,M,False,CL,Home,0.005084,11731,345,657,3358,True,False,False,Core,4,2,2,11.0,True,True,0.21181239,0.6491529,0.56560796,True,1.0,0
45000.0,True,False,False,False,0,104098.5,3043.8,Alone,Commercial,2.0,M,False,CL,Office,0.072508,18841,2631,8696,2078,True,True,True,IT,2,1,6,17.0,True,True,0.73061144,0.50849116,0.52449644,True,1.0,0
13500.0,True,True,True,True,0,45000.0,2201.85,Alone,Commercial,2.0,S,False,CL,Home,0.026392,15049,2251,9013,3345,True,False,False,Managers,1,2,2,10.0,True,True,0.5072087,0.62250787,0.6463299,True,1.0,0
22500.0,True,False,True,True,1,73557.9,4003.2,Alone,Service,1.0,M,False,CL,Home,0.010006,15421,244,7965,4880,True,False,False,Laborers,3,2,4,9.0,True,True,0.5628534,0.3034004,0.51729655,True,2.0,0
18000.0,False,False,True,True,1,54132.3,2397.15,Partner,Commercial,1.0,M,False,CL,Home,0.006008,16089,3863,419,5384,True,False,False,Laborers,3,2,4,16.0,True,True,0.7259674,0.6859869,0.66263777,True,4.0,0
20250.0,True,True,True,True,0,19908.0,1343.25,Alone,Commercial,1.0,M,False,CL,Home,0.025164,9302,798,9247,1960,True,False,False,Core,2,2,3,9.0,True,True,0.5428969,0.4147341,0.031404637,True,0.0,0
24750.0,False,False,False,True,0,45000.0,3568.5,Alone,Service,1.0,M,False,CL,Home,0.01452,15538,990,182,4740,True,False,False,Realty agents,2,2,6,12.0,True,True,0.47628874,0.5625096,0.5744466,True,2.0,0
20250.0,True,True,True,True,0,122301.0,5194.8,Alone,Govt Job,2.0,M,False,CL,Home,0.019689,17775,5688,4150,1309,True,False,False,Core,2,2,4,15.0,True,True,0.639864,0.5730275,0.73240334,True,2.0,0
33750.0,False,True,False,True,0,85500.0,2512.8,Alone,Service,2.0,M,False,CL,Home,0.032561,16111,2939,10163,3934,True,False,False,Accountants,2,1,4,16.0,True,True,0.72762954,0.7073391,0.7992968,True,1.0,0
15750.0,True,False,True,False,0,13500.0,982.35,Alone,Service,1.0,M,False,CL,Home,0.01452,11875,3973,3917,4426,True,True,False,Laborers,2,2,5,15.0,True,True,0.20964387,0.60797364,0.5549468,True,2.0,0
31500.0,True,False,False,True,0,67500.0,2177.55,Alone,Service,2.0,M,False,CL,Home,0.026392,17428,4254,2666,944,True,True,True,High skill tech,2,2,4,16.0,True,True,0.7087132,0.6734102,0.54423475,True,1.0,0
20250.0,True,False,False,False,0,90000.0,4595.4,Alone,Service,2.0,M,False,CL,Family,0.032561,11458,784,5383,4081,True,False,True,Laborers,2,1,5,10.0,True,True,0.27681547,0.680207,0.5585066,True,1.0,0
22500.0,False,True,False,True,0,53420.4,4233.6,Alone,Govt Job,1.0,D,False,CL,Home,0.016612,17299,2972,13189,825,True,False,False,Laborers,1,2,5,14.0,True,True,0.88184774,0.57973886,0.6161217,True,6.0,1
56250.0,False,False,False,True,0,151541.55,6267.15,Alone,Service,2.0,D,False,CL,Home,0.04622,15528,1403,688,5057,True,False,False,Managers,1,1,6,13.0,True,True,0.7608912,0.73846316,0.508287,True,3.0,0
27000.0,True,False,True,False,1,110250.0,5832.0,Relative,Commercial,2.0,M,False,CL,Home,0.028663,16431,1019,2577,4039,True,False,False,High skill tech,3,2,3,13.0,True,True,0.62263185,0.6295369,0.6956219,True,1.0,0
12150.0,False,True,False,True,0,96347.25,4366.8,Alone,Service,2.0,M,False,CL,Home,0.020246,17928,476,457,1472,True,False,True,Core,2,3,6,9.0,True,True,0.69745225,0.45133704,0.16841617,True,2.0,0
112500.0,True,False,True,False,0,73291.5,7906.5,Alone,Service,1.0,M,False,CL,Home,0.032561,19869,1959,523,2085,True,False,True,Managers,2,1,1,16.0,True,True,0.57715166,0.68601984,0.3077367,True,4.0,0
27000.0,True,False,False,True,1,29628.0,1993.05,Alone,Service,1.0,M,False,CL,Family,0.018634,10552,3024,57,3011,True,False,False,Laborers,3,2,5,15.0,True,True,0.6183314,0.23412359,0.17560598,True,0.0,0
20700.0,True,False,True,True,0,50849.55,2609.1,Alone,Commercial,2.0,D,False,CL,Home,0.016612,17631,2877,1360,1179,True,False,False,Managers,1,2,0,10.0,True,True,0.87902653,0.60164946,0.62461466,True,4.0,0
20250.0,False,True,True,True,1,16810.2,1823.4,Alone,Service,2.0,D,False,CL,Home,0.01885,11768,2081,90,3127,True,False,False,Laborers,2,2,2,19.0,True,True,0.41634196,0.63555986,0.115386665,True,3.0,0
33750.0,False,False,False,True,1,135000.0,5584.5,Partner,Govt Job,1.0,M,False,CL,Home,0.006629,16586,6535,3646,132,True,False,False,Laborers,3,2,4,8.0,True,True,0.7083791,0.6776186,0.7091891,True,3.0,0
13500.0,True,False,False,True,0,75519.0,3645.9,Alone,Service,1.0,M,False,CL,Home,0.010966,16028,763,7298,5061,True,False,False,Sales,2,2,2,12.0,True,True,0.82284385,0.6875439,0.6594055,True,2.0,0
42750.0,True,True,True,True,2,32850.0,2608.2,Alone,Service,2.0,M,False,CL,Home,0.026392,17119,559,2543,649,True,False,False,Managers,4,2,4,18.0,True,True,0.7573222,0.7243842,0.06779391,True,1.0,0
12600.0,False,False,True,True,0,45000.0,2110.95,Alone,Govt Job,2.0,S,False,CL,Home,0.026392,10504,1111,2435,2092,True,True,True,Core,1,2,2,14.0,True,True,0.40186813,0.51335436,0.62461466,True,2.0,0
31500.0,False,False,True,False,0,54346.95,3795.3,Alone,Commercial,1.0,M,False,CL,Municipal,0.072508,17962,535,7555,1493,True,False,True,Managers,2,1,5,18.0,True,True,0.8776664,0.72783285,0.08963067,True,1.0,0
22500.0,False,False,False,False,0,152820.0,5324.85,Alone,Govt Job,1.0,M,False,CL,Municipal,0.032561,19852,5296,6155,2668,True,False,True,Laborers,2,1,4,15.0,True,True,0.7093733,0.69801974,0.23661083,True,4.0,0
11250.0,False,False,False,False,1,54449.1,1769.4,Alone,Commercial,1.0,M,False,CL,Home,0.035792,15162,2034,8963,5184,True,False,False,Sales,3,2,2,16.0,True,True,0.8322108,0.67606413,0.78260785,True,3.0,0
31500.0,False,False,False,True,0,67500.0,4510.8,Partner,Service,2.0,M,False,CL,Home,0.026392,10010,237,4435,194,True,False,False,Accountants,2,2,0,15.0,True,True,0.391193,0.45215484,0.15663983,True,1.0,0
22500.0,True,False,True,True,0,27000.0,1350.0,Alone,Service,2.0,S,False,RL,Home,0.028663,12886,1001,6863,4387,True,False,True,Accountants,1,2,4,17.0,True,True,0.7502369,0.65024775,0.42765737,True,2.0,0
9000.0,False,False,True,True,0,25200.0,2003.85,Alone,Service,1.0,M,False,CL,Home,0.020713,18118,780,12192,1655,True,False,False,Core,2,2,1,8.0,True,True,0.62557447,0.40822595,0.103449054,True,5.0,0
15750.0,False,False,False,True,0,34368.3,1767.6,Alone,Service,1.0,M,False,CL,Home,0.018634,15941,6235,545,682,True,False,False,Laborers,2,2,5,13.0,True,True,0.23131232,0.46278116,0.5118918,True,2.0,0
9000.0,False,True,False,True,1,15300.0,726.3,Relative,Service,1.0,M,False,CL,Home,0.01452,12956,1265,6879,652,True,False,False,Sales,3,2,0,8.0,True,True,0.17780851,0.13751012,0.19070596,True,1.0,0
13500.0,False,False,True,True,0,29577.6,2165.4,Relative,Service,2.0,M,False,CL,Home,0.031329,14497,2264,6963,4696,True,False,False,Sales,2,2,3,13.0,True,True,0.65583986,0.6282968,0.4758499,True,2.0,0
36000.0,True,False,False,True,2,75519.0,3199.5,Alone,Commercial,2.0,M,False,CL,Home,0.011703,14079,6716,7312,4086,True,False,False,Medicine,4,2,6,12.0,True,True,0.71647567,0.7314391,0.56560796,True,3.0,0
54000.0,True,False,False,True,2,90000.0,4500.0,Alone,Commercial,2.0,M,False,RL,Home,0.018801,12643,770,83,4126,True,False,False,Managers,4,2,1,10.0,True,True,0.51547587,0.19349746,0.42413032,True,0.0,0
18000.0,False,True,True,False,0,50849.55,2167.2,Alone,Commercial,2.0,M,False,CL,Home,0.0228,20061,2534,12146,3273,True,True,True,Accountants,2,2,4,10.0,True,True,0.8438812,0.5590248,0.43473324,True,1.0,0
18000.0,True,False,True,True,0,45000.0,2250.0,Alone,Service,2.0,M,False,RL,Home,0.031329,16086,1045,9975,4583,True,False,False,High skill tech,2,2,2,9.0,True,True,0.3635008,0.59163505,0.63303167,True,0.0,0
18000.0,False,False,False,False,1,75519.0,3868.65,Relative,Commercial,1.0,M,False,CL,Home,0.025164,14271,421,3450,4441,True,False,False,High skill tech,3,2,4,11.0,True,True,0.55327445,0.5402331,0.6754133,True,0.0,1
13500.0,True,False,False,True,0,72846.0,5768.55,Alone,Service,1.0,M,False,CL,Home,0.009549,18701,6043,9505,2247,True,False,False,Core,2,2,1,13.0,True,True,0.85342014,0.74673873,0.6006575,True,0.0,0
20250.0,False,False,False,False,0,71285.85,3429.45,Alone,Govt Job,2.0,M,False,CL,Home,0.011703,9613,284,9536,2058,True,False,False,Medicine,2,2,4,18.0,True,True,0.3880041,0.5861133,0.4902575,True,1.0,1
11250.0,False,True,False,False,0,19800.0,1577.25,Alone,nan,1.0,S,False,CL,Family,0.020246,18948,973,298,2476,True,False,True,Sales,1,3,3,6.0,True,True,0.62625957,0.5511402,0.37740424,True,4.0,1
22500.0,True,True,True,True,0,22500.0,1477.8,Relative,Commercial,2.0,S,False,CL,Home,0.026392,11052,794,5198,1491,True,False,False,High skill tech,1,2,2,17.0,True,True,0.6982239,0.7246854,0.31391668,True,2.0,0
45000.0,True,False,False,False,1,115767.0,11277.9,Alone,Commercial,2.0,M,False,CL,Home,0.072508,18912,5505,8400,2194,True,False,True,Managers,3,1,3,12.0,True,True,0.48393592,0.68401927,0.5814837,True,1.0,0
24750.0,True,False,True,False,0,30600.0,1970.1,Relative,Service,2.0,S,False,CL,Family,0.030755,13600,174,3568,4198,True,False,True,Accountants,1,2,1,19.0,True,True,0.7881176,0.68746877,0.26504943,True,1.0,0
11250.0,False,True,True,False,0,45000.0,1237.5,Relative,Commercial,1.0,M,False,CL,Home,0.028663,15034,127,587,4206,True,False,False,Laborers,2,2,1,16.0,True,True,0.4272023,0.6641441,0.2127563,True,4.0,0
11250.0,False,False,True,True,2,45000.0,2201.85,Alone,Service,1.0,M,False,CL,Home,0.00733,13309,5221,1982,4101,True,False,False,Laborers,4,2,3,15.0,True,True,0.27161,0.6692269,0.7151031,True,0.0,0
15750.0,False,False,True,True,0,83250.0,3314.7,Alone,Govt Job,2.0,M,False,CL,Home,0.019101,14220,4564,8299,4389,True,True,True,Core,2,2,1,18.0,True,True,0.4139682,0.74441165,0.5620605,True,1.0,0
15300.0,True,False,False,False,2,49103.1,3417.3,Alone,Govt Job,2.0,M,False,CL,Home,0.00963,10967,2424,331,3369,True,False,False,Core,4,2,4,10.0,True,True,0.34165567,0.6190898,0.7267112,True,0.0,0
15750.0,True,False,True,False,0,18000.0,900.0,Alone,Service,2.0,S,False,RL,Family,0.04622,8420,1230,6455,904,True,False,False,Core,1,1,3,18.0,True,True,0.39943138,0.70731646,0.2636468,True,0.0,0
11250.0,True,False,False,False,2,107820.0,3165.3,Alone,Service,1.0,M,False,CL,Home,0.010643,17907,2616,4279,1435,True,False,True,High skill tech,4,2,4,10.0,True,True,0.28745434,0.66351944,0.391055,True,0.0,0
11700.0,False,False,True,False,0,22500.0,2400.3,Alone,Govt Job,1.0,S,False,CL,Home,0.006008,9618,2124,4302,2229,True,True,True,Core,1,2,1,13.0,True,True,0.16470483,0.68056846,0.2692858,True,1.0,0
20250.0,False,False,False,True,0,52650.0,2688.3,Alone,nan,2.0,M,False,CL,Home,0.00823,17120,1469,5057,675,True,False,False,Accountants,2,2,1,12.0,True,True,0.5631948,0.41518003,0.1008037,True,4.0,0
15750.0,True,False,False,True,1,54504.0,2650.95,Alone,Service,1.0,M,False,CL,Home,0.072508,11111,574,5475,726,True,True,False,Accountants,3,1,3,16.0,True,True,0.47036114,0.4894851,0.44717857,True,1.0,1
24750.0,True,False,False,True,0,42750.0,2904.75,Relative,Service,1.0,M,False,CL,Home,0.025164,17667,5406,3114,402,True,False,False,Laborers,2,2,1,13.0,True,True,0.72396165,0.6107845,0.53527623,True,5.0,0
18000.0,True,False,True,True,1,135000.0,5719.95,Partner,Service,2.0,M,False,CL,Home,0.015221,11352,874,207,3619,True,False,False,High skill tech,3,2,2,17.0,True,True,0.24564764,0.14108609,0.5460232,True,1.0,0
12150.0,False,False,False,True,1,5850.0,643.05,Alone,Service,2.0,M,False,CL,Home,0.015221,11257,1643,3668,3516,True,False,False,Core,3,2,4,11.0,True,True,0.3684871,0.499488,0.4382814,True,3.0,0
15750.0,False,True,True,False,0,131211.0,5572.35,Relative,Service,1.0,M,False,CL,Home,0.018029,15077,359,889,4759,True,True,True,Laborers,2,3,2,15.0,True,True,0.6221229,0.6474876,0.735221,True,2.0,0
18450.0,False,False,True,True,1,45000.0,2178.0,Alone,Service,1.0,M,False,CL,Home,0.026392,11631,5055,2853,3234,True,False,False,Laborers,3,2,1,13.0,True,True,0.26272875,0.6117094,0.50107515,True,2.0,0
27000.0,False,True,True,True,0,45000.0,1250.55,Alone,Commercial,2.0,M,False,CL,Home,0.072508,12534,286,5438,3374,True,True,True,Managers,2,1,4,16.0,True,True,0.82668537,0.7168784,0.6446794,True,0.0,0
9000.0,False,True,True,False,2,22500.0,1220.4,Alone,Service,1.0,M,False,CL,Municipal,0.006207,10039,1837,10039,2635,True,True,True,Security,4,2,5,14.0,True,True,0.34127802,0.5389238,0.5118918,True,1.0,0
18000.0,True,False,False,False,3,29138.4,2254.95,Alone,Service,1.0,M,False,CL,Home,0.010966,14770,1846,5356,2062,True,True,False,Managers,5,2,2,11.0,True,True,0.4124015,0.55091834,0.5744466,True,0.0,0
4500.0,False,True,False,True,0,31998.15,2177.55,Relative,Service,1.0,M,False,CL,Home,0.00823,18137,2088,2214,1695,True,False,False,Laborers,2,2,5,17.0,True,True,0.6174131,0.44158816,0.57620883,True,2.0,0
13500.0,False,False,True,True,1,18201.6,1332.0,Alone,Commercial,1.0,M,False,CL,Home,0.010032,11004,1086,4193,2527,True,False,False,Drivers,3,2,4,8.0,True,True,0.07310205,0.32999274,0.36896873,True,1.0,1
20250.0,True,True,False,True,2,80865.0,3146.4,Relative,Service,2.0,M,False,CL,Home,0.030755,12662,3385,1714,3470,True,False,False,Core,4,2,1,15.0,True,True,0.6394993,0.7502379,0.5100895,True,4.0,0
10800.0,False,True,True,True,0,22414.95,2309.85,Alone,Service,1.0,S,False,CL,Home,0.022625,18510,1150,1981,2047,True,False,False,Core,1,2,6,14.0,True,True,0.82643193,0.75694567,0.5495965,True,0.0,0
67500.0,True,False,True,True,1,58500.0,2925.0,Alone,Commercial,2.0,M,False,RL,Home,0.032561,13969,1662,2850,4780,True,False,True,Managers,3,1,4,13.0,True,True,0.699093,0.7453591,0.46686402,True,0.0,0
7650.0,False,False,False,True,0,15036.75,1303.65,Alone,Service,1.0,M,False,CL,Home,0.035792,12521,1285,1987,2002,True,False,False,Sales,2,2,3,9.0,True,True,0.31000474,0.64057446,0.62799084,True,1.0,0
15750.0,False,True,True,True,0,23850.0,2581.65,Alone,Service,1.0,M,False,CL,Home,0.028663,10280,2100,2455,2355,True,False,False,Cooking,2,2,1,10.0,True,True,0.33538708,0.50063056,0.508287,True,0.0,0
21150.0,False,False,True,True,1,94500.0,3407.4,Relative,Govt Job,1.0,M,False,CL,Home,0.04622,16212,7099,5014,4671,True,False,False,Core,3,1,4,17.0,True,True,0.6598985,0.7775122,0.64136827,True,0.0,0
13950.0,True,False,True,False,0,33994.8,2643.75,Alone,Service,1.0,D,False,CL,Home,0.022625,12560,419,2861,4667,True,True,False,Security,1,2,1,13.0,True,True,0.18713087,0.5187009,0.71803284,True,2.0,0
18000.0,True,False,True,False,0,90000.0,4342.95,Alone,Service,2.0,S,False,CL,Home,0.006233,11149,2290,11118,3574,True,False,False,Laborers,1,2,2,16.0,True,True,0.26927644,0.5027408,0.6463299,True,2.0,0
11250.0,False,False,True,True,0,103583.25,3354.3,Relative,Commercial,2.0,M,False,CL,Home,0.011703,19043,287,9099,2584,True,False,False,Laborers,2,2,3,18.0,True,True,0.8665423,0.6503522,0.45074728,True,2.0,0
13500.0,True,False,True,True,0,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.035792,12975,714,7123,3805,True,False,False,Core,2,2,6,10.0,True,True,0.102354296,0.6853648,0.7062051,True,1.0,0
13500.0,False,False,True,True,1,13500.0,675.0,Relative,Service,2.0,S,False,RL,Home,0.028663,8572,255,1050,1237,True,True,True,High skill tech,2,2,2,12.0,True,True,0.11356698,0.09883696,0.6161217,True,1.0,0
90000.0,True,False,True,True,0,157500.0,4154.85,Alone,Service,2.0,M,False,CL,Home,0.007305,16108,616,10168,2222,True,False,True,Managers,2,3,3,9.0,True,True,0.4106932,0.64207846,0.5937176,True,0.0,0
22500.0,False,False,True,True,0,127288.8,3734.1,Kids,Service,1.0,M,False,CL,Home,0.020713,20818,1027,7731,4378,True,False,False,Security,2,2,5,14.0,True,True,0.6666659,0.49434388,0.5208976,True,1.0,0
90000.0,True,False,False,False,0,225000.0,6200.55,Alone,Commercial,2.0,M,False,CL,Home,0.025164,19443,2294,5257,3000,True,False,False,Managers,2,2,3,11.0,True,True,0.30596182,0.6438706,0.11761373,True,0.0,1
25200.0,False,False,True,True,0,68501.25,3308.4,Alone,Commercial,1.0,D,False,CL,Home,0.00963,19215,6656,2888,2700,True,False,False,Laborers,1,2,1,13.0,True,True,0.7321501,0.51527166,0.75037515,True,2.0,0
11250.0,False,False,True,False,0,80865.0,2608.65,Partner,Commercial,1.0,M,False,CL,Home,0.011703,12220,3878,2494,3318,True,False,False,Accountants,2,2,4,15.0,True,True,0.39367577,0.7141543,0.70769936,True,2.0,0
13500.0,False,True,True,True,2,20376.0,2152.35,Alone,Service,1.0,M,False,CL,Home,0.011657,16265,126,7041,429,True,False,False,Laborers,4,1,3,17.0,True,True,0.31866905,0.46128643,0.074460685,True,0.0,1
11250.0,False,True,True,False,0,57362.85,2257.65,Alone,Commercial,1.0,M,False,CL,Home,0.031329,17465,8253,1936,1013,True,False,False,Laborers,2,2,6,14.0,True,True,0.7778743,0.6153545,0.47944897,True,3.0,0
14850.0,False,True,True,False,0,14788.8,1181.25,Alone,Service,1.0,M,False,CL,Home,0.010032,16973,3789,9798,522,True,False,False,High skill tech,2,2,1,5.0,True,True,0.69169545,0.4652122,0.41359675,True,2.0,0
9000.0,False,True,False,False,1,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Home,0.011703,12789,286,1213,5132,True,False,False,Laborers,3,2,5,10.0,True,True,0.33802852,0.47774446,0.6910212,True,0.0,0
20250.0,False,False,False,True,2,68470.65,3307.05,Others,Commercial,1.0,M,False,CL,Municipal,0.072508,11509,230,5619,2501,True,False,False,Cooking,4,1,6,10.0,True,True,0.59320235,0.3008139,0.3217353,True,1.0,0
18000.0,False,False,False,False,0,86256.0,2534.85,Alone,Service,1.0,M,False,CL,Home,0.032561,17966,2603,1413,1454,True,False,False,Managers,2,1,2,10.0,True,True,0.6238129,0.6873748,0.62799084,True,5.0,0
20250.0,False,False,True,True,2,100692.0,5154.3,Alone,Service,1.0,M,False,CL,Home,0.010556,12172,421,6279,4508,True,False,False,Drivers,4,3,4,13.0,True,True,0.36809018,0.26892912,0.723837,True,1.0,0
11250.0,True,False,False,True,0,67950.0,2878.65,Alone,Service,1.0,M,False,CL,Home,0.018634,19588,1029,1140,3095,True,True,False,Cooking,2,2,4,16.0,True,True,0.5548339,0.66383183,0.59197664,True,1.0,0
22500.0,False,False,True,True,2,45000.0,2250.0,Alone,Commercial,2.0,M,False,RL,Home,0.019689,14233,2013,389,4934,True,False,False,Core,4,2,1,16.0,True,True,0.7324031,0.51512414,0.36227724,True,3.0,0
20250.0,False,True,False,True,2,73331.55,6962.4,Alone,Govt Job,1.0,M,False,CL,Home,0.007114,13884,1121,4682,5067,True,False,True,Core,4,2,5,10.0,True,True,0.4492603,0.6351343,0.6722429,True,2.0,0
15750.0,False,True,False,False,0,22413.6,1510.65,Alone,Service,1.0,M,False,CL,Municipal,0.007114,16515,1441,4306,71,True,False,True,Laborers,2,2,4,10.0,True,True,0.3190703,0.63818455,0.56560796,True,4.0,0
11250.0,False,False,True,False,1,27000.0,1350.0,Alone,Commercial,2.0,D,False,RL,Municipal,0.010643,10665,986,1631,3186,True,False,False,IT,2,2,3,12.0,True,True,0.64068043,0.47561157,0.22258076,True,0.0,0
55350.0,True,False,True,False,0,225000.0,5948.55,Alone,Service,2.0,M,False,CL,Home,0.018209,15131,1896,1203,4608,True,False,False,Managers,2,3,6,7.0,True,True,0.38426405,0.33697718,0.62461466,True,0.0,0
27000.0,False,False,True,True,1,20250.0,1012.5,Alone,Commercial,1.0,M,False,RL,Home,0.04622,11049,202,596,2379,True,True,False,Sales,3,1,2,16.0,True,True,0.39967102,0.7174861,0.5902333,True,0.0,0
13500.0,False,False,True,True,0,21358.8,1131.3,Alone,Service,1.0,S,False,CL,Home,0.020713,10430,286,3928,2602,True,False,False,Laborers,1,2,4,13.0,True,True,0.1669006,0.37411526,0.81061804,True,0.0,0
22500.0,True,False,False,False,0,67500.0,5223.6,Alone,Commercial,2.0,M,False,CL,Home,0.04622,10008,853,4736,2671,True,False,True,Core,2,1,3,10.0,True,True,0.63526416,0.7715821,0.24853556,True,1.0,0
13500.0,False,True,True,False,1,8100.0,495.45,Alone,Service,2.0,D,False,CL,Home,0.019689,15421,3277,417,335,True,True,True,Core,2,2,1,14.0,True,True,0.72811806,0.20533665,0.68793285,True,1.0,0
15750.0,False,False,True,True,1,71702.1,5678.1,Alone,Service,2.0,M,False,CL,Home,0.010032,10697,512,1021,2160,True,False,False,Core,3,2,1,6.0,True,True,0.40823516,0.6283683,0.2263474,True,0.0,1
13500.0,True,False,True,True,0,15282.0,1220.4,Alone,Service,1.0,M,False,CL,Home,0.009657,10705,3374,2285,1955,True,False,False,Sales,2,2,4,15.0,True,True,0.23372263,0.5620791,0.40487838,True,1.0,0
33750.0,False,False,True,True,0,172422.0,5041.35,Alone,Service,2.0,D,False,CL,Home,0.030755,17021,5007,914,34,True,True,True,High skill tech,1,2,2,13.0,True,True,0.40323088,0.6063672,0.45253357,True,0.0,0
6750.0,True,False,False,True,2,18000.0,900.0,Partner,Govt Job,1.0,M,False,RL,Home,0.028663,12594,3708,5197,487,True,False,False,Core,4,2,5,15.0,True,True,0.33021724,0.68034023,0.3996756,True,2.0,0
22500.0,False,True,False,True,0,51244.65,4061.7,Alone,Service,1.0,M,False,CL,Home,0.030755,15256,413,1338,2222,True,False,False,Drivers,2,2,6,12.0,True,True,0.07171224,0.31834242,0.4382814,True,4.0,1
19350.0,True,False,True,True,1,14925.6,1542.15,Alone,Service,2.0,M,False,CL,Home,0.010006,10210,1935,4928,410,True,True,True,High skill tech,3,2,5,17.0,True,True,0.49166352,0.562219,0.38591468,True,8.0,0
22500.0,False,True,True,True,1,105819.75,3813.75,Partner,Commercial,2.0,M,False,CL,Home,0.010147,14595,1265,1329,3690,True,False,True,Accountants,3,2,4,14.0,True,True,0.5171801,0.41420338,0.29708663,True,1.0,0
15750.0,False,False,True,True,0,20250.0,1012.5,Alone,Commercial,2.0,M,False,RL,Home,0.007305,16640,1387,644,169,True,False,True,Core,2,3,2,7.0,True,True,0.77573633,0.58368695,0.723837,True,0.0,0
9000.0,False,True,True,True,0,45000.0,2297.7,Relative,Service,1.0,M,False,CL,Home,0.009549,11349,2510,1113,4026,True,True,True,Laborers,2,2,4,10.0,True,True,0.3310526,0.17647877,0.5620605,True,2.0,0
22500.0,True,False,False,True,0,54504.0,2664.0,Alone,Commercial,1.0,M,False,CL,Home,0.072508,17293,518,1915,778,True,False,True,Drivers,2,1,6,10.0,True,True,0.56314045,0.7093946,0.17249547,True,1.0,0
11250.0,False,False,True,True,1,78192.0,4254.75,Alone,Service,2.0,M,False,CL,Home,0.031329,11356,3675,241,1781,True,False,False,Sales,3,2,5,14.0,True,True,0.4709007,0.59638655,0.31081825,True,3.0,0
16200.0,True,False,True,False,2,45000.0,2330.1,Alone,Commercial,2.0,M,False,CL,Home,0.025164,9662,796,6527,1558,True,True,True,Core,4,2,4,9.0,True,True,0.14007789,0.3907225,0.19633396,True,0.0,0
17550.0,True,True,False,False,1,85489.65,3635.1,Alone,nan,2.0,M,False,CL,Home,0.022625,11558,4604,1393,2610,True,False,False,Core,3,2,5,14.0,True,True,0.5237742,0.32857284,0.6754133,True,2.0,0
36000.0,True,False,False,False,0,45000.0,2441.25,Alone,Service,1.0,M,False,CL,Home,0.01452,18373,579,7073,1918,True,True,True,Laborers,2,2,4,18.0,True,True,0.65252626,0.32650658,0.5064842,True,0.0,0
27000.0,True,False,True,True,0,54000.0,2391.75,Alone,Service,1.0,M,False,CL,Home,0.028663,21324,4518,4639,4710,True,False,False,Security,2,2,3,15.0,True,True,0.63248444,0.47373578,0.6058363,True,4.0,0
13500.0,False,True,True,False,0,72031.05,7137.45,Partner,Service,1.0,M,False,CL,Municipal,0.014464,19681,12884,11471,3221,True,False,True,Laborers,2,2,6,4.0,True,True,0.61328506,0.74082553,0.8214433,True,0.0,0
9000.0,False,False,True,True,1,26955.0,1424.25,Partner,Service,2.0,M,False,CL,Home,0.009175,12281,295,1031,3889,True,False,False,Sales,3,2,6,10.0,True,True,0.4611301,0.4257354,0.6594055,True,2.0,0
27000.0,True,False,False,True,0,89843.4,5016.6,Alone,Service,2.0,M,False,CL,Home,0.014464,15482,199,9485,4535,True,True,True,Accountants,2,2,2,4.0,True,True,0.33661968,0.3013477,0.5316861,True,0.0,0
20250.0,False,False,False,False,1,9000.0,945.0,Relative,Govt Job,1.0,M,False,CL,Home,0.01885,11781,1950,1831,2332,True,False,False,Core,3,2,6,13.0,True,True,0.29685703,0.7189421,0.63470554,True,0.0,0
15300.0,False,True,False,False,0,112500.0,3573.45,Alone,Commercial,2.0,M,False,CL,Rental,0.018209,12693,521,781,244,True,False,False,Core,2,3,1,8.0,True,True,0.49399886,0.421704,0.38591468,True,0.0,0
15750.0,False,False,False,True,0,34925.85,2346.75,Alone,Commercial,2.0,M,False,CL,Home,0.01885,15143,3668,1686,4906,True,False,False,Sales,2,2,2,15.0,True,True,0.64037716,0.407381,0.28961125,True,3.0,0
20250.0,False,False,False,True,1,13500.0,675.0,Alone,Commercial,2.0,D,False,RL,Home,0.007274,15979,1481,4543,3727,True,False,False,Core,2,2,4,16.0,True,True,0.82178605,0.418066,0.3264752,True,0.0,0
27000.0,False,False,False,False,0,75519.0,6939.45,Relative,Service,2.0,M,False,CL,Home,0.020713,13457,1080,2760,4967,True,False,False,Managers,2,1,6,8.0,True,True,0.36887595,0.612976,0.6430256,True,3.0,0
20250.0,False,True,False,True,0,70987.95,2716.65,Relative,Govt Job,2.0,M,False,CL,Home,0.00702,12498,5741,6300,4201,True,False,True,Core,2,2,6,10.0,True,True,0.83830047,0.4034013,0.79226446,True,2.0,0
11250.0,False,True,True,True,0,18000.0,900.0,Alone,Govt Job,2.0,D,False,RL,Home,0.0228,8675,445,359,1336,True,False,False,Core,1,2,3,12.0,True,True,0.638541,100.0,0.047600735,True,0.0,0
11250.0,False,False,True,True,2,22500.0,1125.0,Alone,Service,1.0,M,False,RL,Home,0.016612,13025,2162,4775,3916,True,True,True,Sales,4,2,5,16.0,True,True,0.60639924,0.2968095,0.8435435,True,1.0,0
9000.0,False,False,False,False,0,27627.75,1799.1,Alone,Commercial,1.0,S,False,CL,Home,0.025164,15948,4572,2927,4194,True,False,False,Laborers,1,2,3,15.0,True,True,0.32321355,0.29942673,0.50107515,True,0.0,0
31500.0,True,True,False,True,2,88484.4,5913.0,Alone,Service,1.0,M,False,CL,Rental,0.003818,12565,647,184,4164,True,True,False,Laborers,4,2,4,9.0,True,True,0.15596694,0.3095541,0.48845518,True,1.0,0
20250.0,False,False,False,True,0,76500.0,3033.9,Relative,Commercial,1.0,M,False,CL,Home,0.028663,16173,674,5567,3951,True,False,False,Sales,2,2,4,15.0,True,True,0.7504307,0.6297307,0.5602843,True,3.0,0
27000.0,True,False,False,True,0,172422.0,5054.4,Relative,Service,1.0,M,False,CL,Home,0.003541,17501,10805,6866,1056,True,False,False,Core,2,1,2,12.0,True,True,0.4393196,0.40279096,0.5602843,True,4.0,0
49500.0,False,False,False,True,0,72846.0,7365.15,Alone,Service,2.0,M,False,CL,Home,0.001276,23366,15043,9395,4579,True,False,False,Core,2,2,4,6.0,True,True,0.8476345,0.64186233,0.47225335,True,1.0,0
27000.0,True,False,True,True,0,26998.2,2848.05,Alone,Commercial,1.0,M,False,CL,Home,0.01885,17132,831,5586,688,True,False,False,Laborers,2,2,4,14.0,True,True,0.3494496,0.12556173,0.6785677,True,1.0,0
29250.0,False,False,True,True,0,92250.0,2919.6,Alone,Service,2.0,M,False,CL,Home,0.026392,9843,780,440,100,True,True,True,Accountants,2,2,3,16.0,True,True,0.6636715,0.66293824,0.23401517,True,2.0,0
38250.0,False,False,False,False,0,27363.6,2174.85,Alone,Govt Job,1.0,M,False,CL,Home,0.020713,18913,8065,7102,2457,True,False,False,High skill tech,2,2,2,11.0,True,True,0.6336343,0.504665,0.3556387,True,2.0,0
27000.0,True,False,True,False,1,16789.5,1821.15,Alone,Service,1.0,D,False,CL,Family,0.020246,13659,2592,3742,5163,True,False,False,Security,2,3,1,11.0,True,True,0.14332016,0.5363744,0.70769936,True,5.0,0
45000.0,False,False,True,True,3,132547.5,5629.05,Alone,Commercial,2.0,M,False,CL,Home,0.032561,16017,213,10052,4483,True,False,False,Managers,5,1,4,15.0,True,True,0.7170391,0.79093367,0.45253357,True,1.0,0
18000.0,True,False,True,True,1,25373.7,2705.4,Alone,nan,1.0,M,False,CL,Family,0.018801,12414,1898,6060,3969,True,False,False,Laborers,3,2,2,6.0,True,True,0.46301526,0.5371356,0.52629495,True,2.0,0
9000.0,True,False,True,True,2,9950.4,1057.5,Alone,nan,2.0,M,False,CL,Home,0.008474,12452,5227,2496,4656,True,False,True,Core,4,2,6,16.0,True,True,0.66847265,0.77330416,0.48845518,True,1.0,0
22500.0,False,False,True,True,0,76500.0,3919.05,Alone,Service,2.0,S,False,CL,Home,0.007274,16027,2681,10152,4186,True,False,False,High skill tech,1,2,4,11.0,True,True,0.37691244,0.7451142,0.5954562,True,3.0,0
6750.0,True,False,False,True,0,20102.4,885.15,Alone,Service,1.0,M,False,CL,Home,0.0105,18870,971,829,2405,True,False,True,Drivers,2,3,5,11.0,True,True,0.5087729,0.41532338,0.832785,True,3.0,0
9450.0,True,False,False,True,2,13082.4,609.75,Relative,Commercial,2.0,S,False,CL,Family,0.02461,8453,1319,8285,1110,True,False,False,Sales,3,2,2,19.0,True,True,0.42937323,0.63394254,0.0982186,True,0.0,0
15750.0,False,True,True,False,0,18000.0,900.0,Others,Commercial,1.0,S,False,RL,Family,0.00733,7940,187,7739,616,True,False,False,Managers,1,2,2,14.0,True,True,0.120771065,0.6934602,0.7295667,True,1.0,0
18000.0,True,False,True,True,0,50688.9,1923.75,Kids,Service,1.0,M,False,CL,Home,0.025164,20819,202,10718,4343,True,False,False,Cooking,2,2,5,14.0,True,True,0.5084614,0.48487413,0.49566582,True,3.0,0
22500.0,True,False,False,False,0,181245.6,7394.85,Alone,Commercial,1.0,M,False,CL,Home,0.072508,11831,791,487,2175,True,False,True,Drivers,2,1,6,17.0,True,True,0.81050545,0.6307958,0.3392877,True,0.0,0
11250.0,False,False,False,True,1,34380.0,1685.25,Alone,Service,1.0,M,False,CL,Home,0.007114,13640,3199,119,5160,True,False,False,Core,3,2,3,15.0,True,True,0.43486327,0.17966972,0.51549536,True,2.0,0
22500.0,True,False,False,False,0,74700.0,2183.85,Relative,Service,1.0,M,False,CL,Home,0.020246,8898,200,1011,1588,True,True,False,High skill tech,2,3,0,14.0,True,True,0.3148773,0.4131532,0.28224844,True,2.0,0
18000.0,True,True,False,True,0,27370.8,3095.55,Alone,Govt Job,2.0,M,False,CL,Home,0.010032,8675,1232,126,1365,True,False,True,Core,2,2,4,5.0,True,True,0.24575576,0.29501894,0.5549468,True,2.0,0
9000.0,False,True,False,True,1,72846.0,7365.15,Relative,Service,2.0,M,False,CL,Home,0.01885,14223,2294,3910,3918,True,True,True,Sales,3,2,2,13.0,True,True,0.527737,0.67498565,0.53707,True,0.0,0
20250.0,False,False,False,False,0,81404.1,2393.1,Alone,Service,2.0,M,False,CL,Home,0.025164,20752,1579,11382,4250,True,False,False,Managers,2,2,3,9.0,True,True,0.55504125,0.55821604,0.14554282,True,3.0,0
12150.0,False,False,True,True,0,15750.0,787.5,Alone,Service,1.0,S,False,RL,Home,0.010032,20781,1241,8287,2479,True,False,False,Sales,1,2,2,10.0,True,True,0.7196842,0.6272442,0.4382814,True,3.0,0
13500.0,False,False,False,False,2,56880.0,1577.25,Alone,Commercial,1.0,M,False,CL,Home,0.031329,12739,461,4571,3542,True,False,False,Accountants,4,2,0,13.0,True,True,0.6911806,0.5944954,0.4382814,True,4.0,0
15750.0,False,True,False,True,1,31500.0,1575.0,Alone,Commercial,1.0,M,False,RL,Home,0.026392,11204,966,1780,3098,True,False,True,Core,3,2,0,14.0,True,True,0.50354743,0.69596,0.29708663,True,3.0,0
16200.0,False,False,False,True,0,13500.0,1417.5,Alone,Service,1.0,M,False,CL,Home,0.007114,16375,1458,6446,5152,True,True,True,Laborers,2,2,2,15.0,True,True,0.51056886,0.7250517,0.42061096,True,0.0,0
9000.0,False,False,False,True,2,34380.0,1685.25,Alone,Commercial,1.0,M,False,CL,Home,0.005144,12343,687,3978,1401,True,True,True,Realty agents,4,2,5,9.0,True,True,0.6061376,0.73694414,0.563835,True,3.0,0
20250.0,False,False,True,True,0,102474.0,5245.2,Alone,Commercial,1.0,D,False,CL,Home,0.011703,15678,1899,1618,4452,True,False,False,Drivers,1,2,3,17.0,True,True,0.522321,0.5694229,0.5884878,True,1.0,0
6750.0,False,True,True,True,0,12150.0,1183.5,Alone,Service,1.0,M,False,CL,Home,0.030755,13496,3847,537,5351,True,False,False,Core,2,2,6,18.0,True,True,0.37641022,0.62963384,0.58499,True,4.0,0
13500.0,True,False,False,True,0,128835.0,3780.0,Alone,Govt Job,2.0,M,False,CL,Home,0.031329,18695,1531,7652,2241,True,False,False,Core,2,2,3,14.0,True,True,0.84900504,0.40284356,0.8128226,True,2.0,0
15750.0,True,True,True,True,1,16896.15,1242.45,Alone,Service,2.0,S,False,CL,Home,0.020246,11551,321,4401,3298,True,False,False,Sales,2,3,3,7.0,True,True,0.23415986,0.092684895,0.391055,True,1.0,1
67500.0,True,False,True,False,2,109511.1,6115.05,Alone,Service,2.0,M,False,CL,Home,0.072508,13703,1812,3488,4723,True,True,True,Core,4,1,2,11.0,True,True,0.6947108,0.7816977,0.5691488,True,1.0,0
16650.0,False,True,True,False,0,24750.0,945.9,Alone,Govt Job,1.0,M,False,CL,Home,0.031329,10093,2680,10084,1790,True,True,False,Laborers,2,2,5,10.0,True,True,0.30178088,0.6955156,0.28665248,True,4.0,0
27000.0,True,True,True,True,0,216487.8,5724.0,Alone,Service,2.0,M,False,CL,Home,0.022625,16627,2424,2483,171,True,False,True,Laborers,2,2,0,10.0,True,True,0.6899226,0.62719816,0.19862005,True,1.0,0
19350.0,True,False,True,False,0,90000.0,2974.5,Alone,Commercial,1.0,M,False,CL,Home,0.022625,10578,2159,8426,2193,True,True,False,Laborers,2,2,0,9.0,True,True,0.18295863,0.68527514,0.50287825,True,3.0,0
13500.0,False,False,False,True,1,24750.0,1237.5,Alone,Commercial,1.0,M,False,RL,Home,0.025164,11542,1673,2878,2131,True,False,True,Laborers,3,2,5,15.0,True,True,0.15610664,0.15967923,0.367291,True,2.0,0
8100.0,False,True,False,True,0,31500.0,1249.2,Alone,nan,1.0,S,False,CL,Home,0.01452,19561,568,7867,3083,True,False,False,Accountants,1,2,4,10.0,True,True,0.60984975,0.32650658,0.6577838,True,2.0,0
13500.0,True,False,False,False,1,24161.85,2614.95,Alone,Service,1.0,M,False,CL,Municipal,0.018801,12485,258,2671,4115,True,True,True,Low-skill Laborers,3,2,1,10.0,True,True,0.5454842,0.3902593,0.824595,True,0.0,0
15750.0,True,False,False,True,1,45000.0,2369.25,Alone,Service,1.0,M,False,CL,Home,0.010006,12360,397,920,3390,True,True,False,Medicine,3,2,5,11.0,True,True,0.58702123,0.4548755,0.6528965,True,0.0,0
11250.0,False,False,True,True,0,52128.0,3163.05,Relative,Service,1.0,M,False,CL,Home,0.0228,10181,1595,3688,2776,True,False,False,Laborers,2,2,2,12.0,True,True,0.20460966,0.61157954,0.5118918,True,4.0,0
11250.0,False,True,True,True,0,49535.1,2778.75,Relative,Commercial,1.0,D,False,CL,Home,0.031329,12752,131,1316,4827,True,False,False,Sales,1,2,2,14.0,True,True,0.54766834,0.5834956,0.44539624,True,3.0,0
22500.0,True,True,False,True,0,119034.0,6176.25,Alone,Commercial,1.0,M,False,CL,Home,0.04622,16211,3225,4165,4038,True,False,False,Laborers,2,1,2,11.0,True,True,0.81501704,0.7007507,0.83872485,True,0.0,0
20250.0,True,False,True,False,0,45450.0,3397.95,Alone,Service,1.0,M,False,CL,Home,0.04622,9467,2896,4107,1231,True,True,True,Accountants,2,1,6,14.0,True,True,0.33695534,0.14289767,0.40140742,True,2.0,0
9900.0,False,False,True,True,0,60704.1,2826.0,Alone,Service,1.0,M,False,CL,Home,0.009657,11479,1744,992,1486,True,False,False,Accountants,2,2,3,10.0,True,True,0.65680087,0.5105077,0.51549536,True,1.0,0
13500.0,True,False,False,True,0,128835.0,3780.0,Alone,Govt Job,1.0,S,False,CL,Family,0.018801,19237,1128,3596,2772,True,False,True,Secretaries,1,2,2,15.0,True,True,0.87655264,0.55870134,0.52629495,True,2.0,0
16200.0,True,True,False,False,0,52323.75,2452.05,Alone,Commercial,2.0,D,False,CL,Home,0.018029,13648,445,5321,4451,True,False,False,Sales,1,3,3,8.0,True,True,0.36501968,0.0801101,0.23661083,True,1.0,0
8100.0,False,False,False,False,0,24750.0,1237.5,Alone,Service,1.0,M,False,RL,Home,0.01885,10964,440,6298,3392,True,False,True,Laborers,2,2,1,17.0,True,True,0.32110178,0.7467098,0.58499,True,0.0,0
18000.0,False,False,True,True,0,27504.0,1350.45,Relative,Service,1.0,M,False,CL,Home,0.008575,12410,1620,1747,4414,True,False,False,Sales,2,2,0,18.0,True,True,0.24936004,0.4236677,0.36227724,True,4.0,0
9000.0,False,False,False,True,1,30348.9,1952.55,Relative,Service,1.0,M,False,CL,Home,0.025164,12799,4027,4673,4673,True,False,False,Cooking,3,2,2,12.0,True,True,0.50519806,0.16284093,0.81391746,True,0.0,0
8550.0,False,False,False,True,0,21045.6,673.65,Alone,Service,1.0,S,False,CL,Municipal,0.022625,12393,2245,682,4611,True,False,False,Cleaning,1,2,1,13.0,True,True,0.35029206,0.65718776,0.34741822,True,4.0,0
9000.0,False,True,True,True,0,65700.0,3577.05,Partner,Commercial,1.0,M,False,CL,Home,0.026392,10107,471,856,490,True,True,True,Sales,2,2,5,15.0,True,True,0.48295578,0.52779967,0.40487838,True,2.0,0
22500.0,False,True,True,True,0,28425.6,2739.6,Alone,Commercial,2.0,M,False,CL,Home,0.020713,15725,7428,9724,5077,True,False,False,High skill tech,2,2,6,6.0,True,True,0.50394076,0.5975177,0.6910212,True,0.0,0
15750.0,True,False,True,False,1,118396.35,3136.05,Alone,Service,2.0,M,False,CL,Home,0.022625,12321,996,1255,4351,True,False,False,Sales,3,2,3,13.0,True,True,0.435011,0.64260596,0.3409064,True,2.0,0
27000.0,True,True,False,True,0,180000.0,6269.85,Alone,Service,1.0,M,False,CL,Home,0.026392,17558,1434,3027,1109,True,False,False,Accountants,2,2,6,10.0,True,True,0.7069051,0.7561845,0.71215516,True,2.0,0
8100.0,False,False,False,False,0,22500.0,1048.95,Alone,Commercial,1.0,S,False,CL,Home,0.008625,9417,1670,4271,2097,True,False,True,Sales,1,2,4,13.0,True,True,0.5457362,0.66148055,0.6738301,True,2.0,0
18000.0,False,False,True,False,0,67500.0,3446.55,Alone,Commercial,1.0,W,False,CL,Municipal,0.032561,12783,96,6911,3159,True,False,False,Sales,1,1,5,13.0,True,True,0.35016534,0.604748,0.63637614,True,3.0,0
10800.0,True,False,False,False,1,90000.0,3188.7,Alone,Service,1.0,M,False,CL,Home,0.006671,12496,4557,5499,4896,True,False,False,Drivers,3,2,2,11.0,True,True,0.3018442,0.6335111,0.12373532,True,1.0,0
9000.0,False,True,True,False,0,17190.0,849.15,Alone,Service,1.0,M,False,CL,Home,0.020246,18865,892,1961,2428,True,False,False,Laborers,2,3,3,12.0,True,True,0.7734692,0.3970865,0.45789954,True,5.0,0
4500.0,False,True,True,True,0,22500.0,1613.25,Alone,Service,1.0,M,False,CL,Home,0.010556,16056,1233,3691,4327,True,True,True,Laborers,2,3,4,15.0,True,True,0.675231,0.5734233,0.8128226,True,0.0,0
15750.0,False,False,True,True,0,54213.3,1960.2,Relative,Service,2.0,S,False,CL,Home,0.008474,14039,2536,6816,4361,True,False,False,High skill tech,1,2,3,16.0,True,True,0.25156876,0.017641308,0.17352743,True,0.0,1
18000.0,True,False,True,True,1,84095.1,3576.15,Alone,Commercial,2.0,M,False,CL,Municipal,0.04622,13515,1845,7522,4322,True,False,False,Drivers,3,1,6,13.0,True,True,0.28902298,0.7192999,0.48845518,True,5.0,0
36000.0,True,True,True,True,2,128319.75,3764.7,Alone,Commercial,2.0,M,False,CL,Home,0.007274,10659,1624,4630,2999,True,False,False,Core,4,2,4,10.0,True,True,0.42673084,0.5813364,0.22009465,True,0.0,0
15750.0,False,False,True,True,1,17064.0,1123.65,Alone,Commercial,1.0,M,False,CL,Home,0.00702,14299,201,2337,4215,True,False,False,Laborers,3,2,4,17.0,True,True,0.5142217,0.6469084,0.57091653,True,1.0,0
10350.0,False,False,True,True,0,36146.25,1973.7,Alone,Service,1.0,S,False,CL,Home,0.020713,12674,1264,2896,4326,True,True,True,Cleaning,1,3,2,9.0,True,True,0.25398135,0.30227852,0.19862005,True,7.0,0
11250.0,True,False,True,True,0,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.01885,9351,1593,6513,2005,True,False,True,Laborers,2,2,5,16.0,True,True,0.20805915,0.60841656,0.6195277,True,4.0,0
20878.65,True,False,False,False,0,197859.6,5001.75,Alone,Commercial,1.0,M,False,CL,Home,0.04622,18611,1386,9327,2161,True,True,False,Core,2,1,5,16.0,True,True,0.8142054,0.7061063,0.6594055,True,1.0,0
13500.0,False,False,False,False,0,84651.75,3460.5,Alone,Service,2.0,S,False,CL,Home,0.009657,12117,1456,2400,3373,True,False,True,Core,1,2,2,12.0,True,True,0.69473517,0.5471283,0.58499,True,0.0,0
6750.0,True,False,False,True,0,20250.0,1012.5,Relative,Service,2.0,M,False,RL,Home,0.011703,13890,561,8032,596,True,False,False,Accountants,2,2,4,11.0,True,True,0.42620978,0.65907705,0.77515525,True,0.0,0
13500.0,False,True,True,True,1,94858.2,2786.4,Alone,Service,1.0,M,False,CL,Home,0.018029,15407,3521,3633,4505,True,False,False,Sales,3,2,5,11.0,True,True,0.603082,0.55916494,0.69409263,True,4.0,0
15750.0,True,True,True,True,1,85489.65,4378.05,Alone,Service,1.0,M,False,CL,Home,0.008068,10302,282,549,1000,True,False,False,Laborers,3,3,4,5.0,True,True,0.49066055,0.22918837,0.5954562,True,3.0,0
31500.0,True,True,True,True,0,128835.0,3780.0,Alone,Service,1.0,D,False,CL,Municipal,0.018634,18975,1113,10646,2505,True,False,False,High skill tech,1,2,1,9.0,True,True,0.5917425,0.5453614,0.22508687,True,2.0,1
11250.0,True,False,False,True,0,14400.0,933.3,Alone,Service,2.0,M,False,CL,Home,0.015221,16194,1767,4571,4596,True,False,True,Drivers,2,2,2,7.0,True,True,0.3882581,0.6441363,0.7610264,True,2.0,0
13500.0,False,False,True,False,1,24750.0,2665.35,Alone,Service,1.0,D,False,CL,Home,0.028663,10199,3144,3506,2713,True,True,True,Laborers,2,2,1,14.0,True,True,0.18138357,0.31263784,0.3740208,True,1.0,1
13500.0,False,False,False,True,1,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.018634,15620,2072,9696,4553,True,False,False,Realty agents,3,2,4,12.0,True,True,0.5464264,0.5798401,0.7610264,True,0.0,0
20250.0,False,False,True,False,0,67500.0,3247.2,Alone,Commercial,1.0,M,False,CL,Home,0.04622,15764,2339,2394,3956,True,True,False,Sales,2,1,2,16.0,True,True,0.7496319,0.70913756,0.3842068,True,3.0,0
13500.0,False,True,True,True,0,48600.0,1758.6,Alone,Commercial,1.0,M,False,CL,Home,0.00963,8064,105,405,405,True,False,True,Cooking,2,2,1,19.0,True,True,0.09016313,0.34442353,0.15100753,True,1.0,0
20250.0,False,False,True,True,2,62374.95,3197.7,Alone,Service,1.0,M,False,CL,Home,0.011657,14285,1998,85,392,True,False,False,Cooking,4,1,5,10.0,True,True,0.3296388,0.577921,0.6817059,True,2.0,0
27000.0,False,True,True,False,0,90000.0,4608.45,Alone,Service,1.0,S,False,CL,Home,0.00712,12383,2463,1906,4425,True,False,True,Core,1,2,3,9.0,True,True,0.3359883,0.68417996,0.344155,True,2.0,0
9900.0,False,False,True,False,0,51206.4,2503.35,Alone,nan,2.0,S,False,CL,Family,0.009657,9036,290,7734,1658,True,False,True,Sales,1,2,2,13.0,True,True,0.56618035,0.50482357,0.32331124,True,4.0,0
9000.0,False,False,True,True,0,53923.05,2388.15,Relative,Service,1.0,S,False,CL,Home,0.006207,12634,602,6387,4234,True,False,False,Accountants,1,2,5,10.0,True,True,0.56974846,0.40221247,0.7688076,True,0.0,0
22500.0,False,False,False,True,0,50367.6,2584.8,Alone,Commercial,1.0,D,False,CL,Municipal,0.04622,19528,2736,8613,2276,True,False,False,Laborers,1,1,5,15.0,True,True,0.54538554,0.596897,0.23272477,True,3.0,0
9000.0,True,True,True,True,0,52649.1,2687.85,Alone,Service,2.0,M,False,CL,Home,0.028663,15157,534,7830,4509,True,True,False,Accountants,2,2,4,9.0,True,True,0.3290043,0.2252985,0.3360615,True,5.0,0
18000.0,False,True,False,True,0,17202.15,1714.5,Alone,Commercial,2.0,M,False,CL,Home,0.072508,21436,504,5463,220,True,False,True,Accountants,2,1,5,15.0,True,True,0.8977249,0.7072667,0.6006575,True,0.0,0
18000.0,True,True,False,True,2,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Office,0.010006,11945,1455,4256,1492,True,True,True,Laborers,4,2,4,16.0,True,True,0.3610624,0.68609047,0.40314168,True,2.0,0
9000.0,True,False,False,False,1,15282.0,1634.4,Alone,Service,1.0,M,False,CL,Home,0.01885,12264,3290,3053,2197,True,False,False,High skill tech,3,2,4,18.0,True,True,0.39619362,0.6653186,0.000527265,True,2.0,0
45000.0,False,False,True,False,0,135000.0,3960.45,Alone,Service,2.0,D,False,CL,Home,0.030755,16954,354,466,508,True,True,False,Accountants,1,2,5,10.0,True,True,0.74336255,0.7908541,0.54423475,True,4.0,0
9000.0,True,True,True,True,1,90000.0,3201.75,Alone,Govt Job,2.0,M,False,CL,Home,0.02461,10768,2450,5413,744,True,True,True,Accountants,3,2,5,14.0,True,True,0.6127042,0.6894668,0.37233368,True,1.0,0
18900.0,False,False,True,True,0,54303.75,3641.85,Relative,Govt Job,1.0,S,False,CL,Home,0.04622,8842,2096,7438,1449,True,False,False,Core,1,1,2,12.0,True,True,0.26263115,0.60849994,0.7281413,True,1.0,0
13500.0,False,False,True,True,0,122301.0,4863.15,Alone,Commercial,1.0,S,False,CL,Home,0.007114,12742,2795,6648,3813,True,False,True,Sales,1,2,3,12.0,True,True,0.46738058,0.26205534,0.84258926,True,0.0,0
38250.0,True,False,True,True,0,118528.2,3478.5,Alone,Govt Job,1.0,S,False,CL,Home,0.006233,9589,1831,551,2275,True,False,False,Managers,1,2,1,12.0,True,True,0.36486194,0.4956613,0.51369375,True,4.0,0
21600.0,False,False,False,False,0,50042.7,2568.15,Relative,Commercial,1.0,S,False,CL,Home,0.00496,16523,9652,5334,66,True,False,True,High skill tech,1,2,5,16.0,True,True,0.5899368,0.76526296,0.15380259,True,4.0,1
11250.0,False,True,True,True,0,41256.0,1555.2,Alone,Commercial,1.0,S,False,CL,Home,0.01885,16819,1577,4989,367,True,False,True,Sales,1,2,1,12.0,True,True,0.59900177,0.66497767,0.6161217,True,1.0,0
22500.0,True,False,True,False,0,40500.0,2025.0,Alone,Service,2.0,M,False,RL,Home,0.010032,16140,213,9128,4355,True,False,True,Managers,2,2,2,6.0,True,True,0.44741505,0.2310907,0.4258929,True,0.0,0
38250.0,False,True,True,True,0,65473.65,6391.35,Alone,Commercial,2.0,M,False,CL,Municipal,0.04622,11579,1161,3210,3196,True,False,False,Accountants,2,1,2,14.0,True,True,0.76241887,0.44994032,0.33445412,True,2.0,0
27000.0,True,True,False,True,2,81000.0,4050.0,Alone,Govt Job,1.0,M,False,RL,Home,0.026392,13362,4592,4029,4366,True,False,False,Managers,4,2,1,15.0,True,True,0.37699136,0.71702933,0.73801965,True,1.0,0
13500.0,True,False,False,True,0,45450.0,2320.65,Alone,Commercial,1.0,M,False,CL,Home,0.022625,17409,3797,3340,946,True,False,False,Laborers,2,2,4,11.0,True,True,0.8275537,0.65716803,0.6594055,True,0.0,0
22500.0,True,False,True,True,1,51460.2,5286.15,Alone,Commercial,1.0,M,False,CL,Home,0.007274,11634,1631,594,2729,True,False,True,Laborers,3,2,2,16.0,True,True,0.7159942,0.72312945,0.7801436,True,2.0,0
11250.0,False,False,True,True,3,47376.0,4698.9,Alone,Service,1.0,M,False,CL,Home,0.010006,17473,1661,5834,926,True,True,True,Drivers,5,2,1,13.0,True,True,0.55586636,0.35937864,0.3825018,True,1.0,0
27000.0,False,False,True,True,0,145104.75,5526.9,Alone,Service,2.0,M,False,CL,Home,0.002506,21133,690,10578,4633,True,False,False,Accountants,2,2,3,9.0,True,True,0.83010817,0.74430346,0.79813725,True,1.0,0
5400.0,False,True,True,True,1,19188.0,2079.45,Alone,Service,1.0,M,False,CL,Home,0.025164,9879,2529,610,1564,True,True,False,Sales,3,2,4,10.0,True,True,0.3822436,0.4054924,0.17982176,True,2.0,0
11250.0,True,False,True,True,0,40050.0,1960.65,Alone,Commercial,1.0,M,False,CL,Home,0.0228,17631,2293,10823,1186,True,False,True,Accountants,2,2,6,14.0,True,True,0.6728266,0.73762184,0.7530674,True,3.0,0
13500.0,True,False,False,True,0,109602.0,5609.25,Partner,Service,2.0,M,False,CL,Home,0.04622,10294,2824,4666,2868,True,False,False,Laborers,2,1,3,10.0,True,True,0.28407153,0.6811434,0.50287825,True,1.0,0
9675.0,False,False,False,True,0,48916.8,1414.8,Alone,Service,1.0,M,False,CL,Home,0.016612,16143,1109,196,2273,True,False,False,Laborers,2,2,2,9.0,True,True,0.54522777,0.5465702,0.6577838,True,4.0,0
15750.0,True,False,False,False,2,107820.0,3102.75,Alone,Service,1.0,M,False,CL,Home,0.020713,10901,628,280,3504,True,False,False,Sales,4,2,1,13.0,True,True,0.42456335,0.55260575,0.23401517,True,2.0,0
18000.0,False,False,True,False,0,78192.0,4241.7,Alone,Commercial,1.0,M,False,CL,Home,0.072508,17358,2635,6977,888,True,True,True,Laborers,2,1,3,10.0,True,True,0.5932792,0.71281326,0.2692858,True,4.0,0
24750.0,True,False,True,True,0,88412.4,2597.85,Relative,Service,2.0,M,False,CL,Home,0.003813,14202,4000,1164,4973,True,False,True,Core,2,2,4,13.0,True,True,0.5001973,0.52689487,0.57620883,True,1.0,0
11250.0,False,False,True,True,2,45000.0,2250.0,Alone,Service,1.0,M,False,RL,Home,0.028663,16504,2565,39,47,True,False,True,Medicine,4,2,2,11.0,True,True,0.80829626,0.78652465,0.41534716,True,1.0,0
24750.0,True,True,True,True,1,52863.3,2556.0,Alone,nan,0.0,M,False,CL,Home,0.010032,10886,2869,877,2887,True,False,False,Core,3,2,4,4.0,True,True,0.26134932,0.64107275,0.6496203,True,1.0,0
14850.0,False,True,True,False,0,21564.0,1728.9,Alone,Service,1.0,S,False,CL,Home,0.007305,8253,469,8225,877,True,False,True,Sales,1,3,3,15.0,True,True,0.30351588,0.47911957,0.3556387,True,1.0,0
18000.0,True,False,True,False,0,45000.0,2097.9,Alone,Service,1.0,M,False,CL,Home,0.04622,11641,1558,5361,1559,True,False,False,Laborers,2,1,5,14.0,True,True,0.40273535,0.73668545,0.5495965,True,1.0,0
27000.0,True,False,False,True,0,54000.0,2300.85,Relative,Service,2.0,M,False,CL,Home,0.026392,17836,4895,9949,1331,True,False,False,Managers,2,2,4,17.0,True,True,0.6472104,0.7137345,0.4650692,True,2.0,0
9000.0,False,False,False,False,1,45000.0,2297.7,Alone,Govt Job,1.0,M,False,CL,Home,0.006852,9471,1208,4790,2149,True,True,False,Laborers,3,3,5,9.0,True,True,0.2848002,0.12764116,0.3842068,True,0.0,1
11250.0,False,True,True,False,0,67500.0,2690.1,Alone,Service,1.0,W,False,CL,Home,0.006233,19852,970,12239,3175,True,True,True,Cooking,1,2,0,10.0,True,True,0.04003888,0.28589788,0.62461466,True,1.0,0
13500.0,False,False,True,False,0,89100.0,4549.05,Relative,Service,1.0,S,False,CL,Family,0.026392,8240,231,1740,901,True,True,True,Laborers,1,2,6,11.0,True,True,0.34986368,0.5046158,0.2881296,True,3.0,0
14400.0,False,False,False,True,1,18000.0,900.0,Alone,Service,2.0,M,False,RL,Home,0.008866,11087,668,2293,3487,True,False,False,Laborers,3,2,0,10.0,True,True,0.5000912,0.37956363,0.6075573,True,0.0,0
27000.0,False,False,False,True,0,105750.0,3091.95,Alone,Service,2.0,M,False,CL,Home,0.035792,13502,1499,2002,4420,True,False,False,Core,2,2,2,13.0,True,True,0.40941873,0.64432675,0.41534716,True,0.0,0
45000.0,True,False,True,False,0,67500.0,4911.75,Alone,Service,2.0,S,False,CL,Home,0.010006,10904,1080,607,3584,True,True,True,Managers,1,1,1,16.0,True,True,0.2527406,0.62275964,0.56560796,True,1.0,0
33750.0,False,True,False,False,3,154602.0,4264.2,Alone,Govt Job,1.0,M,False,CL,Home,0.020713,13947,3232,4992,4445,True,False,False,Core,5,1,2,10.0,True,True,0.6279029,0.65151983,0.56560796,True,0.0,0
22500.0,False,True,True,False,0,45000.0,1982.25,Alone,Service,1.0,S,False,CL,Home,0.008474,14077,150,8142,4010,True,False,True,Managers,1,2,2,15.0,True,True,0.7176772,0.62882775,0.45432106,True,1.0,0
44100.0,True,False,True,True,0,123750.0,6187.5,Alone,Govt Job,2.0,M,False,RL,Home,0.006305,14033,1288,4179,4451,True,False,False,Managers,2,3,2,9.0,True,True,0.5081234,0.6293482,0.7463002,True,2.0,0
14400.0,False,False,False,False,0,51214.5,2628.0,Alone,Service,1.0,M,False,CL,Home,0.030755,13215,649,7044,4118,True,False,False,Realty agents,2,2,4,10.0,True,True,0.3386974,0.45527136,0.6577838,True,2.0,0
11250.0,False,True,False,True,0,54504.0,2553.75,Alone,Service,1.0,M,False,CL,Home,0.00496,15658,249,65,4249,True,False,False,Sales,2,2,4,13.0,True,True,0.54248446,0.49264398,0.75971216,True,0.0,0
45000.0,True,False,False,True,1,112500.0,10681.65,Relative,Commercial,2.0,M,False,CL,Home,0.026392,15126,1642,892,4120,True,False,False,Accountants,3,2,1,14.0,True,True,0.8286007,0.71770763,0.7610264,True,4.0,0
20250.0,True,False,False,True,0,26865.9,3201.3,Alone,Service,1.0,S,False,CL,Municipal,0.032561,10744,461,1081,2431,True,False,True,Laborers,1,1,0,12.0,True,True,0.30918097,0.6144483,0.66745776,True,1.0,0
18000.0,False,True,False,True,0,112500.0,3642.3,Relative,nan,1.0,M,False,CL,Home,0.010006,15675,922,3994,4955,True,False,False,Accountants,2,2,2,13.0,True,True,0.54137415,0.6464937,0.40314168,True,6.0,0
15300.0,True,False,True,True,2,29851.2,3147.3,Alone,Service,2.0,M,False,CL,Home,0.020246,13793,2867,5203,724,True,False,False,Drivers,4,3,6,9.0,True,True,0.3461212,0.36195529,0.6690567,True,5.0,0
27000.0,False,True,False,False,1,90000.0,3188.7,Relative,Commercial,2.0,S,False,CL,Home,0.032561,12171,713,1375,2952,True,False,True,Core,2,1,4,8.0,True,True,0.67768407,0.65616226,0.5744466,True,0.0,0
13500.0,False,False,True,True,1,131211.0,5572.35,Alone,Govt Job,1.0,M,False,CL,Home,0.031329,17323,1595,737,862,True,False,False,Medicine,3,2,4,15.0,True,True,0.7536482,0.7233045,0.508287,True,6.0,0
13500.0,False,False,True,True,0,26415.9,1361.7,Alone,Commercial,1.0,W,False,CL,Home,0.020713,18945,1108,6139,2501,True,False,False,Medicine,1,2,5,9.0,True,True,0.6799851,0.34231824,0.508287,True,3.0,0
14400.0,False,False,True,True,1,122301.0,4850.1,Relative,Service,1.0,M,False,CL,Home,0.018634,14249,7596,4793,4793,True,False,False,Laborers,3,2,2,18.0,True,True,0.6682395,0.67386687,0.7062051,True,1.0,0
135000.0,True,False,False,False,2,251730.0,9342.0,Alone,Commercial,2.0,M,False,CL,Home,0.032561,13042,2629,4175,4231,True,False,False,Managers,4,1,4,16.0,True,True,0.8122371,0.6879243,0.17146836,True,0.0,1
27000.0,True,False,True,True,3,51353.1,3852.45,Alone,Commercial,2.0,M,False,CL,Home,0.04622,13362,1121,6764,3016,True,False,False,Accountants,5,1,1,17.0,True,True,0.8360145,0.68919045,0.6109913,True,4.0,0
26100.0,True,False,True,True,0,49500.0,2394.45,Alone,Service,2.0,S,False,CL,Family,0.028663,8156,302,3633,640,True,False,False,Laborers,1,2,5,13.0,True,True,0.3285478,0.43037167,0.6722429,True,1.0,0
29250.0,True,False,True,True,0,25470.0,2532.15,Alone,nan,2.0,M,False,CL,Home,0.006305,20135,12138,4687,3077,True,True,True,Core,2,3,6,8.0,True,True,0.8538696,0.48929933,0.6058363,True,0.0,0
45000.0,True,True,False,True,2,180000.0,9000.0,Alone,Commercial,1.0,M,False,RL,Home,0.072508,16233,1573,3341,4203,True,False,True,Sales,4,1,5,11.0,True,True,0.70331925,0.69910645,0.75037515,True,0.0,0
33750.0,True,False,False,False,0,162000.0,4749.75,Alone,Service,2.0,M,False,CL,Home,0.026392,13330,2510,2243,2541,True,False,False,Accountants,2,2,5,17.0,True,True,0.6328152,0.6691446,0.58323795,True,3.0,0
13500.0,False,False,True,True,0,55255.5,2231.55,Alone,Service,1.0,M,False,CL,Home,0.020246,20707,363,7317,3218,True,False,False,Drivers,2,3,6,12.0,True,True,0.3795921,0.4518786,0.23401517,True,0.0,0
18450.0,False,True,False,True,1,23181.3,1413.45,Alone,Service,2.0,M,False,CL,Home,0.010032,15131,2687,11686,2173,True,False,False,Secretaries,3,2,0,6.0,True,True,0.61022615,0.43398857,0.5902333,True,4.0,0
31500.0,False,False,True,False,1,45450.0,4427.55,Alone,Govt Job,1.0,M,False,CL,Rental,0.010006,15782,6075,5321,2282,True,True,True,Laborers,3,2,2,16.0,True,True,0.46692732,0.67309266,0.75574005,True,1.0,0
15750.0,True,False,False,False,0,45000.0,1315.35,Alone,Commercial,2.0,M,False,CL,Home,0.016612,15656,987,1049,4368,True,True,True,High skill tech,2,2,5,11.0,True,True,0.5814193,0.6450831,0.5620605,True,1.0,0
13500.0,False,False,True,True,0,27000.0,1350.0,Relative,Service,1.0,M,False,RL,Home,0.020246,14159,2590,7590,2341,True,False,False,Medicine,2,3,6,9.0,True,True,0.3220178,0.3724373,0.72094417,True,1.0,0
13500.0,False,True,True,False,0,13500.0,675.0,Alone,Service,1.0,M,False,RL,Home,0.035792,17526,4865,3377,1046,True,False,False,Realty agents,2,2,1,13.0,True,True,0.6758064,0.68683416,0.32489124,True,0.0,0
18000.0,True,False,False,True,0,67500.0,3260.25,Alone,Service,1.0,M,False,CL,Home,0.010556,15623,1645,118,4331,True,False,False,Laborers,2,3,0,14.0,True,True,0.6842555,0.4993185,0.45253357,True,1.0,0
27000.0,False,True,False,False,0,49049.55,3888.45,Alone,Service,2.0,M,False,CL,Home,0.010147,11809,5176,6705,3922,True,False,False,Sales,2,2,4,9.0,True,True,0.39056373,0.5936675,0.119877964,True,2.0,1
27000.0,True,False,False,True,1,12735.0,1350.0,Alone,Commercial,2.0,M,False,CL,Home,0.031329,11448,1145,1574,3790,True,False,False,Managers,3,2,1,17.0,True,True,0.49649137,0.5522327,0.32016337,True,4.0,0
22500.0,True,False,False,True,2,99801.0,6958.8,Alone,Service,2.0,M,False,CL,Home,0.019101,14195,5166,6862,5917,True,False,False,Core,4,2,4,17.0,True,True,0.7049343,0.6613336,0.33125088,True,0.0,0
40500.0,False,False,False,True,1,225000.0,5948.55,Alone,Service,2.0,M,False,CL,Home,0.020246,16159,6689,8244,4298,True,False,True,Core,3,3,3,13.0,True,True,0.44414797,0.39413238,0.72094417,True,0.0,0
13500.0,False,True,False,False,0,36000.0,1850.85,Alone,Service,1.0,D,False,CL,Home,0.025164,17201,4350,1050,641,True,False,False,Sales,1,2,0,16.0,True,True,0.23351689,0.44658175,0.3893388,True,3.0,0
9000.0,True,False,True,True,0,27000.0,1350.0,Relative,nan,2.0,M,False,RL,Home,0.009657,11051,1221,4024,2863,True,False,False,Sales,2,2,4,10.0,True,True,0.43659544,0.47454816,0.508287,True,2.0,0
15750.0,False,False,True,True,2,81599.4,2943.9,Alone,Service,1.0,M,False,CL,Home,0.010032,15195,7078,63,4280,True,False,False,Cleaning,4,2,4,5.0,True,True,0.48734072,0.49372622,0.7062051,True,2.0,0
13500.0,False,False,True,False,0,45000.0,2356.2,Alone,Service,1.0,D,False,CL,Home,0.031329,14657,960,369,4808,True,False,True,Laborers,1,2,1,7.0,True,True,0.5335425,0.4337737,0.3893388,True,2.0,1
29250.0,True,True,False,True,0,121500.0,4317.75,Alone,Commercial,1.0,M,False,CL,Home,0.018209,20195,900,2790,3730,True,False,False,Sales,2,3,1,8.0,True,True,0.46023843,0.5458981,0.16146308,True,3.0,1
15750.0,False,True,False,True,2,79639.65,3171.15,Alone,Service,2.0,M,False,CL,Home,0.01885,15719,8266,32,4357,True,False,False,High skill tech,4,2,5,16.0,True,True,0.40537682,0.6798787,0.7662337,True,0.0,0
11250.0,True,False,True,False,2,45450.0,1773.9,Alone,Commercial,2.0,M,False,CL,Home,0.008068,13450,1820,7485,5578,True,True,True,Medicine,4,3,3,12.0,True,True,0.5996173,0.6158357,0.57091653,True,2.0,0
18000.0,True,False,True,True,1,58280.4,2988.45,Alone,Service,1.0,M,False,CL,Home,0.020246,19576,11197,7611,3102,True,False,True,Laborers,3,3,3,13.0,True,True,0.6895139,0.77071,0.824595,True,0.0,0
15750.0,False,False,True,False,0,125865.0,5627.7,Alone,Service,1.0,M,False,CL,Municipal,0.04622,14290,1173,8220,4716,True,False,False,Sales,2,1,0,18.0,True,True,0.583077,0.57900876,0.48485148,True,2.0,0
11250.0,False,False,True,True,0,28350.0,2817.0,Others,Service,1.0,M,False,CL,Home,0.018209,15547,5374,1150,4445,True,True,False,Sales,2,3,4,6.0,True,True,0.4260282,0.4859939,0.80950826,True,2.0,0
13500.0,False,True,False,True,0,54504.0,3655.35,Alone,Service,1.0,M,False,CL,Home,0.020246,14945,678,5501,4166,True,False,False,Laborers,2,3,4,9.0,True,True,0.27807364,0.17344849,0.6594055,True,3.0,0
13500.0,False,False,True,False,1,22500.0,2238.3,Alone,Commercial,1.0,M,False,CL,Home,0.026392,15159,385,943,3071,True,False,False,Sales,3,2,4,17.0,True,True,0.76934177,0.64175177,0.3077367,True,0.0,0
10350.0,False,False,True,True,0,121620.15,3568.95,Alone,Service,1.0,M,False,CL,Home,0.020713,19098,1916,12013,2634,True,False,False,Sales,2,2,4,5.0,True,True,0.5198018,0.077154145,0.24318647,True,3.0,0
11250.0,True,False,True,True,0,33750.0,1687.5,Alone,Service,2.0,M,False,RL,Home,0.008474,15415,2908,6046,4222,True,False,False,Drivers,2,2,3,10.0,True,True,0.312358,0.5375107,0.6801388,True,1.0,0
12600.0,True,False,True,True,2,38250.0,1912.5,Alone,Service,1.0,M,False,RL,Home,0.020246,12468,4491,2537,2824,True,False,False,Medicine,4,3,6,13.0,True,True,0.46770188,0.11848828,0.6545293,True,3.0,0
45000.0,True,True,True,False,1,39801.6,3734.1,Alone,Service,2.0,S,False,CL,Home,0.04622,11752,370,5914,4038,True,False,False,Waiters/barmen,2,1,1,15.0,True,True,0.77958477,0.5981644,0.4974689,True,0.0,0
67500.0,True,False,False,True,3,147149.1,9833.85,Alone,Service,2.0,M,False,CL,Home,0.02461,10922,474,357,3367,True,True,False,Managers,5,2,2,13.0,True,True,0.6494998,0.6149869,0.63303167,True,2.0,0
28800.0,False,True,True,True,0,94230.0,3052.8,Alone,Service,1.0,M,False,CL,Home,0.028663,16789,9865,4324,314,True,False,False,Medicine,2,2,1,16.0,True,True,0.49299797,0.4003054,0.18303517,True,3.0,0
9000.0,True,False,True,True,0,102429.0,3007.8,Alone,Commercial,1.0,M,False,CL,Home,0.025164,11345,1246,3481,1696,True,False,False,Sales,2,2,5,10.0,True,True,0.49177176,0.1953538,0.3825018,True,0.0,0
19350.0,True,True,True,True,0,31067.1,2467.35,Alone,Service,1.0,S,False,CL,Home,0.032561,12202,1123,605,3284,True,False,False,Laborers,1,1,6,15.0,True,True,0.5744982,0.243041,0.060443692,True,2.0,0
24750.0,False,True,False,False,0,45450.0,4670.1,Alone,Commercial,1.0,M,False,CL,Home,0.018029,11649,1623,4774,1104,True,True,True,Waiters/barmen,2,3,2,10.0,True,True,0.42180794,0.45100674,0.43296167,True,5.0,0
29250.0,False,True,False,True,0,140133.16,5570.55,Alone,Commercial,2.0,M,False,CL,Home,0.032561,22909,255,8881,4500,True,False,False,Managers,2,1,2,15.0,True,True,0.6232319,0.73131025,0.6463299,True,7.0,0
25650.0,False,False,False,True,1,115436.25,3736.8,Alone,Govt Job,2.0,M,False,CL,Home,0.072508,17594,1315,5027,1120,True,False,True,Managers,3,1,4,14.0,True,True,0.88033545,0.6590574,0.3556387,True,0.0,0
9000.0,False,True,False,True,0,67500.0,2479.95,Alone,Commercial,1.0,M,False,CL,Home,0.031329,8535,1328,6341,1205,True,True,True,Private service,2,2,4,11.0,True,True,0.5080019,0.67890227,0.6041126,True,0.0,0
12600.0,False,True,False,True,1,75519.0,3512.25,Alone,Govt Job,2.0,M,False,CL,Home,0.031329,11437,1634,5327,3452,True,False,False,Core,3,2,3,14.0,True,True,0.57649136,0.69959843,0.7713616,True,0.0,0
20250.0,True,True,True,True,1,54504.0,3962.7,Alone,Service,2.0,M,False,CL,Municipal,0.032561,18362,1006,10351,1861,True,False,False,Managers,3,1,0,10.0,True,True,0.38341737,0.68216836,0.07647352,True,7.0,0
9000.0,False,True,False,True,1,14850.0,1468.8,Partner,nan,1.0,M,False,CL,Home,0.015221,18871,3475,9770,990,True,False,False,Core,3,2,1,15.0,True,True,0.602157,0.5392933,0.2263474,True,1.0,0
8100.0,False,True,True,True,2,112950.0,3118.95,Alone,Service,1.0,M,False,CL,Home,0.01885,14832,1629,8924,4039,True,True,False,Managers,4,2,1,19.0,True,True,0.62803096,0.6725391,0.49386287,True,1.0,0
6750.0,True,False,False,True,0,67950.0,3633.3,Relative,Service,1.0,M,False,CL,Home,0.01885,12879,3883,5348,3283,True,True,True,Private service,2,2,5,14.0,True,True,0.63195825,0.67626524,0.7016958,True,1.0,0
22500.0,False,False,True,True,2,22500.0,1125.0,Alone,Commercial,1.0,M,False,RL,Home,0.022625,14280,4459,8204,5458,True,True,True,Sales,4,2,3,11.0,True,True,0.7644623,0.70335793,0.29859498,True,1.0,0
13500.0,True,False,True,True,2,32421.6,2179.35,Alone,Service,1.0,M,False,CL,Home,0.020713,12406,265,942,465,True,False,False,Drivers,4,2,1,12.0,True,True,0.16276826,0.5143267,0.25670558,True,2.0,0
30600.0,True,True,False,True,3,52128.0,3163.05,Alone,Commercial,2.0,M,False,CL,Home,0.072508,13843,766,231,303,True,False,False,Core,5,1,5,14.0,True,True,0.4662607,0.21812953,0.38591468,True,1.0,0
11250.0,False,False,False,True,1,14925.6,1607.4,Relative,Commercial,2.0,M,False,CL,Home,0.006008,11132,1660,5328,3628,True,False,True,Sales,3,2,6,13.0,True,True,0.3282281,0.6017333,0.6561584,True,0.0,0
18000.0,False,True,True,True,1,115456.5,4159.8,Alone,Commercial,2.0,M,False,CL,Home,0.018029,15393,6892,3121,2600,True,True,True,Core,3,2,1,9.0,True,True,0.6999365,0.5486667,0.44361532,True,6.0,0
11250.0,False,False,True,True,0,20250.0,1012.5,Alone,Service,2.0,S,False,RL,Home,0.031329,9307,893,2708,1993,True,False,False,Core,1,2,1,10.0,True,True,0.43415955,0.60063756,0.4758499,True,0.0,0
18000.0,True,False,True,True,0,42750.0,2466.9,Alone,Service,1.0,S,False,CL,Home,0.028663,14233,721,813,4036,True,True,True,Laborers,1,2,6,13.0,True,True,0.37786165,0.3510897,0.088460565,True,3.0,1
13500.0,False,False,True,True,0,76187.25,6552.0,Alone,Service,1.0,M,False,CL,Home,0.018029,10666,1780,136,2038,True,False,False,Laborers,2,2,4,8.0,True,True,0.8407477,0.21429414,0.51729655,True,2.0,0
9900.0,True,False,True,False,0,64692.0,2086.65,Alone,Service,1.0,D,False,CL,Home,0.019689,13583,6802,1729,1931,True,True,True,Managers,1,2,0,17.0,True,True,0.48448563,0.17254746,0.12610056,True,0.0,0
31500.0,False,False,False,True,0,57774.15,2088.0,Alone,Commercial,2.0,M,False,CL,Home,0.019689,15694,2741,4245,352,True,True,True,Managers,2,2,5,9.0,True,True,0.58005047,0.632063,0.2707074,True,8.0,1
27000.0,True,False,False,True,0,135000.0,3947.4,Alone,Govt Job,1.0,M,False,CL,Home,0.020246,14690,820,671,4476,True,False,False,Medicine,2,3,4,13.0,True,True,0.8249485,0.46699163,0.6528965,True,3.0,0
22500.0,False,False,True,False,1,61925.4,2307.6,Alone,Commercial,2.0,M,False,CL,Home,0.025164,14277,222,1261,4621,True,False,True,Laborers,3,2,1,8.0,True,True,0.6788993,0.627975,0.6528965,True,3.0,0
11250.0,False,False,False,False,0,60147.0,3083.85,Alone,Commercial,1.0,M,False,CL,Home,0.019689,10739,1882,366,988,True,False,True,Core,2,2,0,9.0,True,True,0.50243366,0.49561754,0.5478105,True,2.0,0
13500.0,False,True,False,True,0,38152.8,2347.2,Alone,Service,2.0,M,False,CL,Home,0.025164,19487,99,12387,3018,True,False,False,Managers,2,2,2,12.0,True,True,0.7569305,0.69910645,0.43296167,True,2.0,0
10800.0,True,False,False,True,1,22500.0,965.7,Alone,Commercial,1.0,M,False,CL,Home,0.025164,10732,195,13,2684,True,True,True,Core,3,2,2,14.0,True,True,0.27582914,0.15357058,0.391055,True,2.0,0
27000.0,True,True,False,True,0,85588.2,3485.7,Alone,Commercial,1.0,M,False,CL,Home,0.04622,12673,468,6343,2921,True,True,False,Core,2,1,4,15.0,True,True,0.38073772,0.7094036,0.35895124,True,0.0,0
22500.0,True,False,True,True,1,120830.4,5132.25,Alone,Service,1.0,M,False,CL,Home,0.022625,15443,290,9433,4548,True,False,False,Sales,3,2,3,13.0,True,True,0.724486,0.7518692,0.38591468,True,1.0,0
9000.0,False,False,False,False,0,94230.0,3052.8,Alone,Service,1.0,M,False,CL,Family,0.016612,11683,2839,11653,182,True,False,False,Laborers,2,2,1,18.0,True,True,0.51335394,0.5434576,0.391055,True,0.0,0
20250.0,False,False,False,True,0,45000.0,2310.75,Others,Service,2.0,S,False,CL,Home,0.028663,12806,1645,2689,4780,True,False,False,Laborers,1,2,5,14.0,True,True,0.31598055,0.5641234,0.5298898,True,2.0,0
31500.0,True,True,True,True,1,73557.9,4003.2,Alone,Service,2.0,M,False,CL,Home,0.018801,11953,1627,1076,4017,True,False,False,Drivers,3,2,1,8.0,True,True,0.28082356,0.54465103,0.6561584,True,2.0,0
13500.0,False,True,False,True,0,57362.85,2772.45,Alone,Service,2.0,S,False,CL,Home,0.010147,18904,1661,1757,2452,True,False,False,Core,1,2,4,13.0,True,True,0.6593011,0.5634027,0.4830502,True,2.0,0
20250.0,False,False,True,True,0,92250.0,2446.2,Alone,Service,2.0,M,False,CL,Home,0.018634,12851,5205,2339,5277,True,True,False,Core,2,2,2,14.0,True,True,0.18642999,0.7156429,0.7136314,True,2.0,0
31500.0,True,False,False,True,1,112500.0,3302.55,Alone,Service,2.0,M,False,CL,Home,0.005002,14700,322,4730,2644,True,True,True,High skill tech,3,3,2,16.0,True,True,0.7218049,0.57034487,0.26224896,True,0.0,0
27000.0,True,False,False,False,2,92250.0,3908.25,Alone,Govt Job,1.0,M,False,CL,Municipal,0.04622,15862,9022,10006,4242,True,False,False,Medicine,4,1,2,10.0,True,True,0.7425337,0.7370713,0.5602843,True,2.0,0
16650.0,False,True,False,True,0,31500.0,1608.3,Alone,Service,2.0,M,False,CL,Home,0.00733,19785,9739,8665,3222,True,False,False,Laborers,2,2,3,14.0,True,True,0.70645255,0.4526695,0.30927536,True,1.0,0
20250.0,False,False,False,False,0,102474.0,4761.45,Alone,Service,2.0,S,False,CL,Home,0.003813,18578,3992,8427,2112,True,False,False,Core,1,2,1,10.0,True,True,0.42966995,0.37925985,0.7267112,True,0.0,1
22500.0,True,True,False,True,0,45000.0,3007.35,Alone,Commercial,2.0,S,False,CL,Family,0.028663,9992,645,2279,2649,True,False,True,Managers,1,2,6,9.0,True,True,0.46414512,0.55149716,0.32331124,True,0.0,0
9000.0,False,True,True,True,1,13500.0,675.0,Partner,Commercial,1.0,M,False,RL,Home,0.019689,7764,254,6008,453,True,False,True,High skill tech,3,2,4,15.0,True,True,0.09810745,0.3574728,0.62461466,True,2.0,0
19350.0,True,True,False,False,0,49485.6,1305.0,Alone,Govt Job,1.0,M,False,CL,Family,0.010006,14134,2302,2673,3725,True,False,True,Cleaning,2,1,3,16.0,True,True,0.35654774,0.10652013,0.39277387,True,3.0,0
18000.0,True,False,True,True,3,24727.5,1995.3,Alone,Commercial,1.0,D,False,CL,Home,0.018801,12635,221,6749,2949,True,False,False,Cleaning,4,2,6,14.0,True,True,0.5944709,0.5080157,0.5064842,True,0.0,0
22500.0,False,True,False,True,0,90000.0,4595.4,Alone,Service,1.0,M,False,CL,Home,0.006296,19161,3237,3695,2715,True,False,False,Managers,2,3,4,12.0,True,True,0.4227115,0.7380744,0.5602843,True,0.0,0
13500.0,False,False,True,True,2,135000.0,4368.15,Partner,Service,2.0,M,False,CL,Home,0.026392,13662,1362,1422,2797,True,True,True,Managers,4,2,6,14.0,True,True,0.7746997,0.7088488,0.5691488,True,1.0,0
22500.0,False,False,True,True,1,53747.1,5328.9,Partner,Commercial,2.0,M,False,CL,Home,0.008625,16983,95,7853,492,True,False,False,Managers,3,2,1,9.0,True,True,0.39715618,0.538163,0.78260785,True,0.0,0
18900.0,True,True,True,True,1,88852.5,3204.45,Relative,Service,1.0,M,False,CL,Home,0.04622,17057,6904,9013,607,True,False,False,Core,3,1,1,17.0,True,True,0.8129546,0.6963162,0.70018387,True,1.0,0
15750.0,False,False,False,True,0,98329.95,4179.15,Relative,Commercial,1.0,M,False,CL,Home,0.030755,16256,2458,7105,4460,True,False,False,Managers,2,2,3,14.0,True,True,0.782025,0.72340083,0.7776594,True,0.0,0
31500.0,True,False,False,True,3,28887.3,1625.85,Alone,Commercial,2.0,M,False,CL,Home,0.018801,15656,1062,5864,4062,True,False,True,Core,5,2,0,9.0,True,True,0.5808082,0.6205583,0.5118918,True,4.0,0
21600.0,False,False,False,True,1,68850.0,2916.9,Alone,Govt Job,1.0,S,False,CL,Home,0.006008,15304,675,9364,4718,True,False,False,Medicine,2,2,2,17.0,True,True,0.50339717,0.5632037,0.5226973,True,0.0,0
18000.0,True,False,True,True,1,47250.0,3451.05,Alone,Service,2.0,M,False,CL,Home,0.026392,9974,172,309,2644,True,False,False,Managers,3,2,3,14.0,True,True,0.57911783,0.74371624,0.3842068,True,2.0,0
40500.0,True,False,False,True,1,53910.0,2765.25,Alone,Service,2.0,M,False,CL,Home,0.02461,14123,1752,1330,1004,True,False,True,Accountants,3,2,6,12.0,True,True,0.791726,0.5944743,0.3539876,True,0.0,0
8100.0,False,False,False,True,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.019101,14905,1542,736,3398,True,False,False,Laborers,3,2,5,16.0,True,True,0.5063868,0.6965843,0.4614824,True,2.0,0
19350.0,False,False,True,True,0,45450.0,5153.4,Relative,Commercial,2.0,M,False,CL,Home,0.026392,11194,231,2187,3036,True,False,False,Core,2,2,1,18.0,True,True,0.6994815,0.65861505,0.4902575,True,3.0,0
12600.0,True,False,False,False,0,53691.75,1787.4,Alone,Service,2.0,M,False,CL,Home,0.018634,16918,126,4731,470,True,False,False,Sales,2,2,2,11.0,True,True,0.5143344,0.5632145,0.7530674,True,5.0,0
40500.0,True,False,False,True,0,105644.7,3420.9,Alone,Commercial,2.0,M,False,CL,Home,0.010643,16568,1734,1629,119,True,False,False,Managers,2,2,3,12.0,True,True,0.822041,0.6488888,0.42236966,True,7.0,0
27000.0,False,True,True,True,0,90000.0,3826.35,Relative,nan,1.0,M,False,CL,Home,0.0228,18580,7201,9494,2109,True,True,True,Laborers,2,2,4,17.0,True,True,0.7013308,0.59820646,0.824595,True,2.0,0
9000.0,False,False,False,False,0,31410.0,1209.15,Alone,Commercial,1.0,M,False,CL,Home,0.01885,11476,713,402,3641,True,True,False,Laborers,2,2,4,15.0,True,True,0.53889966,0.53960836,0.49927202,True,0.0,0
20250.0,False,False,True,True,0,28425.6,2997.9,Others,Service,1.0,M,False,CL,Municipal,0.04622,15681,207,8139,5080,True,False,True,Laborers,2,1,2,13.0,True,True,0.332136,0.5002807,0.7801436,True,3.0,0
13500.0,False,False,False,True,0,84099.6,2458.8,Relative,Service,1.0,M,False,CL,Home,0.009657,19778,3663,6105,3291,True,False,False,Sales,2,2,5,16.0,True,True,0.6558059,0.3834283,0.7675231,True,0.0,0
22500.0,False,False,True,True,0,45450.0,1925.55,Relative,Service,1.0,M,False,CL,Home,0.028663,15407,990,8306,4610,True,True,False,Drivers,2,2,6,11.0,True,True,0.2843143,0.59548086,0.18520208,True,3.0,0
6750.0,False,True,False,True,0,15282.0,1621.35,Alone,Commercial,1.0,M,False,CL,Home,0.018209,12867,275,6983,4083,True,True,False,Laborers,2,3,0,6.0,True,True,0.54206103,0.6085937,0.75839305,True,1.0,0
20250.0,True,True,False,True,0,104614.2,3387.6,Alone,Commercial,2.0,S,False,CL,Home,0.025164,12939,2317,1299,3884,True,False,False,Accountants,1,2,2,12.0,True,True,0.7106637,0.4972466,0.42413032,True,1.0,0
16650.0,False,False,True,True,0,99043.2,3286.35,Alone,Commercial,2.0,S,False,CL,Home,0.025164,13151,4237,7276,4380,True,False,True,Accountants,1,2,1,10.0,True,True,0.7298365,0.76425976,0.52449644,True,1.0,0
13500.0,True,False,True,True,0,30942.0,1179.45,Alone,Service,1.0,M,False,CL,Home,0.010643,19638,2283,1727,3181,True,False,False,Drivers,2,2,1,11.0,True,True,0.48549902,0.6326069,0.5814837,True,2.0,0
15750.0,True,False,False,True,2,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.007114,11275,912,2448,2917,True,False,False,Sales,4,2,1,12.0,True,True,0.2390775,0.60992116,0.3740208,True,0.0,0
11700.0,False,True,False,True,0,5094.0,534.6,Alone,Service,1.0,S,False,CL,Home,0.00733,21956,3177,7341,5091,True,False,False,Cleaning,1,2,3,10.0,True,True,0.2893446,0.6452383,0.5726825,True,4.0,0
22500.0,True,False,True,True,0,28440.0,2259.9,Alone,Commercial,1.0,S,False,CL,Home,0.020713,14578,109,5645,4010,True,False,False,Sales,1,2,1,11.0,True,True,0.60778034,0.51729226,0.34905526,True,2.0,0
15750.0,False,False,True,False,1,9000.0,903.15,Alone,Service,2.0,S,False,CL,Home,0.015221,12805,1803,1148,3912,True,False,False,Accountants,2,2,2,12.0,True,True,0.26704037,0.46828732,0.6801388,True,0.0,0
13500.0,False,False,False,False,0,45000.0,3007.35,Alone,Commercial,1.0,M,False,CL,Family,0.02461,10252,2327,4635,2804,True,True,True,Sales,2,2,3,12.0,True,True,0.27038583,0.6426612,0.45789954,True,0.0,1
13500.0,False,False,True,True,0,39576.6,2160.0,Alone,Service,1.0,M,False,CL,Home,0.031329,19681,3883,9140,3211,True,False,False,Cooking,2,2,1,10.0,True,True,0.6093806,0.6016285,0.6738301,True,0.0,0
8730.0,False,False,True,True,0,22500.0,1256.4,Relative,Service,1.0,M,False,CL,Home,0.030755,21886,744,10530,4558,True,True,True,Laborers,2,2,6,10.0,True,True,0.8205841,0.56950873,0.6075573,True,1.0,0
14400.0,True,False,False,False,0,45000.0,3020.4,Alone,Service,2.0,M,False,CL,Home,0.006233,11080,351,1131,3446,True,False,False,Laborers,2,2,3,13.0,True,True,0.15029773,0.6500339,0.50107515,True,1.0,0
18900.0,False,False,False,True,2,29851.2,2952.45,Alone,Service,2.0,M,False,CL,Home,0.072508,14356,2193,4182,5190,True,False,False,Core,4,1,5,14.0,True,True,0.7378129,0.71750826,0.6058363,True,3.0,0
22500.0,False,True,False,True,1,111384.0,5700.15,Partner,Service,1.0,M,False,CL,Home,0.020713,13802,5631,3092,4672,True,False,False,Laborers,3,3,1,8.0,True,True,0.29496378,0.6959924,0.6956219,True,2.0,0
33750.0,True,False,True,True,1,34584.3,3737.7,Alone,Service,1.0,M,False,CL,Home,0.018634,14110,684,8162,6021,True,False,False,Laborers,3,2,3,17.0,True,True,0.66067183,0.50262594,0.6754133,True,1.0,0
18000.0,False,True,False,True,0,25470.0,2687.4,Alone,Service,1.0,M,False,CL,Home,0.011657,10397,1232,345,3012,True,False,False,Security,2,1,4,13.0,True,True,0.29338166,0.7233439,0.6195277,True,1.0,0
9000.0,False,True,False,False,1,43603.2,2032.65,Alone,Service,2.0,M,False,CL,Shared,0.010147,9999,2123,9929,2441,True,True,True,Managers,3,2,5,10.0,True,True,0.5774364,0.60831237,0.16146308,True,3.0,1
20250.0,False,False,True,True,0,99399.6,5075.1,Alone,Service,1.0,S,False,CL,Home,0.002042,18954,1484,1382,2515,True,False,False,Cooking,1,3,5,17.0,True,True,0.6673335,0.63205785,0.37571102,True,3.0,0
15750.0,False,False,True,True,0,54504.0,2067.75,Alone,Service,1.0,S,False,CL,Home,0.011657,8699,839,6123,1243,True,False,True,Sales,1,1,2,16.0,True,True,0.3427361,0.493923,0.30467218,True,2.0,0
27000.0,False,False,False,True,0,180000.0,6269.85,Alone,Service,1.0,M,False,CL,Home,0.007274,17099,499,5508,649,True,False,False,Laborers,2,2,2,11.0,True,True,0.4045887,0.4339187,0.7862666,True,4.0,0
11250.0,False,False,False,False,1,149448.6,4382.55,Alone,Service,1.0,M,False,CL,Home,0.04622,16338,1757,7200,6059,True,True,True,Sales,3,1,1,11.0,True,True,0.5380495,0.62758154,0.6446794,True,2.0,0
24750.0,False,False,True,False,1,111384.0,5700.15,Alone,Service,1.0,D,False,CL,Home,0.018029,13393,2120,2333,3479,True,True,False,Accountants,2,3,3,11.0,True,True,0.48641542,0.44125387,0.6561584,True,1.0,0
18000.0,True,True,False,True,0,75519.0,3632.85,Alone,Commercial,1.0,M,False,CL,Home,0.031329,11452,2186,4712,3655,True,True,False,Laborers,2,2,6,10.0,True,True,0.35979497,0.64659864,0.32331124,True,1.0,0
15750.0,True,False,True,False,0,67500.0,5046.75,Alone,Service,1.0,S,False,CL,Home,0.019689,10733,1763,4899,3137,True,False,False,Laborers,1,2,3,19.0,True,True,0.21247429,0.39201954,0.69409263,True,2.0,0
13500.0,False,False,False,False,1,27796.95,1060.65,Alone,Service,1.0,M,False,CL,Home,0.032561,12483,620,6635,4079,True,True,True,Core,3,1,1,14.0,True,True,0.7742736,0.53201044,0.36896873,True,2.0,0
8100.0,False,True,False,True,1,63000.0,2032.2,Alone,Service,4.0,M,False,CL,Home,0.028663,8666,811,213,402,True,False,False,High skill tech,3,2,5,9.0,True,True,0.27720317,0.61440164,0.2580842,True,0.0,0
15750.0,True,False,False,False,2,41479.2,2130.75,Relative,Service,1.0,D,False,CL,Rental,0.006305,9677,454,3936,2270,True,False,False,Core,3,3,6,5.0,True,True,0.32968178,0.59364116,0.0982186,True,5.0,0
6750.0,False,True,True,True,1,28440.0,1913.4,Alone,Service,1.0,M,False,CL,Home,0.020246,9344,920,881,993,True,False,False,Sales,3,3,3,8.0,True,True,0.28257105,0.7085734,0.37740424,True,2.0,0
16470.0,False,False,False,True,0,83404.8,3258.9,Alone,Service,1.0,M,False,CL,Home,0.014464,16423,878,9248,1601,True,True,True,Laborers,2,2,3,4.0,True,True,0.2232895,0.10700394,0.16942872,True,2.0,0
24750.0,True,False,True,True,0,112500.0,4474.8,Alone,Service,1.0,M,False,CL,Home,0.026392,16530,1600,8056,13,True,False,False,Accountants,2,2,4,12.0,True,True,0.4800604,0.7100478,0.6006575,True,3.0,0
11250.0,False,True,False,True,2,128835.0,4169.25,Alone,Service,1.0,M,False,CL,Home,0.020246,13230,4247,652,4144,True,False,False,Medicine,4,3,4,12.0,True,True,0.46404397,0.23283993,0.36061257,True,3.0,0
18000.0,True,False,True,True,0,78713.1,2614.5,Alone,Service,1.0,M,False,CL,Home,0.025164,13147,1538,1377,4910,True,False,False,Laborers,2,2,1,9.0,True,True,0.22846727,0.65910655,0.3217353,True,2.0,0
15750.0,True,True,True,False,2,107820.0,2857.05,Relative,Commercial,2.0,M,False,CL,Home,0.025164,14814,290,1609,4487,True,False,False,Drivers,4,2,4,9.0,True,True,0.5431514,0.7024035,0.36227724,True,0.0,0
27000.0,False,False,False,True,0,45000.0,2250.0,Alone,Commercial,2.0,M,False,RL,Home,0.01885,17216,7338,250,768,True,False,True,Managers,2,2,3,13.0,True,True,0.630279,0.6507151,0.81061804,True,0.0,0
11250.0,True,True,False,True,1,45000.0,3274.65,Alone,Govt Job,1.0,M,False,CL,Home,0.020246,12279,4903,8104,1055,True,True,True,Core,3,3,0,6.0,True,True,0.27165374,0.4409951,0.15193455,True,3.0,0
12150.0,True,False,True,True,0,13500.0,675.0,Alone,Commercial,0.0,M,False,RL,Family,0.015221,12214,517,6362,4408,True,True,True,Laborers,2,2,0,12.0,True,True,0.61698914,0.551746,0.48485148,True,2.0,0
15750.0,True,True,False,False,1,53691.75,2596.05,Alone,Service,2.0,M,False,CL,Home,0.010032,11992,2351,6391,2755,True,False,False,Private service,3,2,5,4.0,True,True,0.63873476,0.7067911,0.6144144,True,4.0,0
18000.0,True,False,False,True,0,100692.0,4279.05,Relative,Service,1.0,M,False,CL,Home,0.006629,20965,6111,478,2852,True,False,False,Laborers,2,2,5,4.0,True,True,0.79944354,0.67106855,0.6801388,True,4.0,0
11250.0,False,True,False,False,0,7641.0,823.5,Alone,Commercial,1.0,M,False,CL,Home,0.025164,15049,3605,3196,2074,True,False,False,Laborers,2,2,5,14.0,True,True,0.5128571,0.5891337,0.6479769,True,1.0,0
18000.0,False,False,False,True,0,45000.0,2583.45,Relative,Commercial,2.0,M,False,CL,Home,0.010556,14649,1008,3161,4716,True,False,True,Managers,2,3,2,14.0,True,True,0.8385663,0.62180877,0.4365065,True,4.0,0
4050.0,False,False,True,True,0,13500.0,675.0,Alone,Service,1.0,M,False,RL,Home,0.022625,14322,743,5552,273,True,True,False,High skill tech,2,2,4,8.0,True,True,0.6834566,0.42341143,0.723837,True,0.0,0
27000.0,True,True,True,True,0,130617.45,4988.25,Alone,Commercial,2.0,M,False,CL,Home,0.030755,14987,4857,5040,917,True,False,False,Accountants,2,2,5,17.0,True,True,0.6898072,0.74231744,0.6161217,True,3.0,0
18000.0,True,True,False,True,0,38250.0,1785.15,Alone,Commercial,1.0,M,False,CL,Home,0.026392,13713,2691,2794,4622,True,True,True,Sales,2,2,4,13.0,True,True,0.4776736,0.6288737,0.58674,True,9.0,0
18000.0,True,False,False,True,0,81000.0,4328.55,Alone,Service,2.0,S,False,CL,Home,0.010006,9859,1315,1512,2512,True,False,False,Laborers,1,2,5,12.0,True,True,0.21019657,0.6559994,0.4614824,True,2.0,0
15750.0,True,False,True,False,2,45000.0,2110.95,Alone,Service,1.0,M,False,CL,Home,0.028663,16295,243,4,4603,True,False,False,Laborers,4,2,1,11.0,True,True,0.52088505,0.62849593,0.54423475,True,1.0,0
18900.0,False,False,True,True,1,107820.0,3165.3,Kids,nan,1.0,M,False,CL,Home,0.006008,14548,6705,2364,4045,True,False,False,Secretaries,3,2,3,17.0,True,True,0.87266165,0.596455,0.38762534,True,0.0,0
40950.0,True,True,False,True,1,176211.0,4648.05,Alone,Commercial,2.0,S,False,CL,Home,0.025164,13919,1996,1935,932,True,True,True,Accountants,2,2,4,9.0,True,True,0.48466003,0.15512614,0.17982176,True,1.0,1
11700.0,True,False,True,True,0,67950.0,1999.8,Alone,Service,1.0,S,False,CL,Home,0.020713,15064,3673,1201,3992,True,True,False,Laborers,1,3,6,9.0,True,True,0.31202012,0.50130844,0.2213352,True,5.0,0
19350.0,False,True,True,True,1,105477.3,3498.75,Alone,Commercial,1.0,M,False,CL,Home,0.04622,17198,1828,9899,729,True,False,True,Laborers,3,1,5,16.0,True,True,0.70810694,0.73146063,0.7476634,True,2.0,0
36000.0,True,False,False,False,0,251730.0,6653.25,Relative,Service,1.0,M,False,CL,Home,0.008575,12417,264,6285,4745,True,False,True,Core,2,2,6,14.0,True,True,0.6352539,0.7135021,0.39621958,True,0.0,0
9900.0,True,False,False,True,0,25470.0,1671.3,Alone,Service,1.0,M,False,CL,Home,0.010147,11751,622,1834,3433,True,True,False,Private service,2,2,5,12.0,True,True,0.4419973,0.2151385,0.53527623,True,1.0,0
9000.0,False,False,True,True,0,32643.9,1600.65,Partner,Service,1.0,M,False,CL,Home,0.008019,11689,1906,539,4265,True,False,False,Managers,2,2,4,11.0,True,True,0.27957025,0.6899348,0.56560796,True,0.0,0
9000.0,False,False,False,True,2,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Home,0.014464,9900,402,4638,2549,True,False,False,Sales,4,2,5,2.0,True,True,0.33623487,0.55575013,0.5954562,True,2.0,1
11250.0,False,True,True,False,1,54504.0,2650.95,Partner,Service,1.0,S,False,CL,Family,0.020246,8432,176,2913,1115,True,True,True,Laborers,2,3,5,9.0,True,True,0.17677447,0.48564976,0.3539876,True,0.0,0
15750.0,True,False,True,False,1,27796.95,1060.65,Alone,Service,1.0,M,False,CL,Home,0.026392,12898,6224,2748,4200,True,True,False,High skill tech,3,2,5,17.0,True,True,0.35027194,0.7448857,0.44183582,True,3.0,0
22500.0,False,False,False,True,2,135450.0,5371.65,Alone,Service,2.0,M,False,CL,Home,0.01452,14877,139,1142,4292,True,True,True,Core,4,2,4,9.0,True,True,0.4786838,0.5238195,0.17352743,True,1.0,0
21600.0,False,False,True,True,1,58280.4,3174.75,Alone,Service,1.0,M,False,CL,Home,0.018029,15887,2360,4936,5287,True,False,True,Laborers,3,2,4,4.0,True,True,0.34060466,0.5605875,0.6690567,True,0.0,0
18000.0,False,False,True,False,1,52128.0,2840.85,Alone,Service,2.0,W,False,CL,Home,0.002042,10658,1734,10,2265,True,False,False,Accountants,2,3,6,10.0,True,True,0.5604225,0.5454861,0.6161217,True,2.0,0
22050.0,False,True,True,False,0,103583.25,3354.3,Alone,Service,2.0,M,False,CL,Home,0.04622,10895,1744,5569,1145,True,False,True,Accountants,2,1,1,15.0,True,True,0.53235877,0.6447526,0.27500036,True,2.0,0
18000.0,False,False,False,True,2,144810.45,4234.05,Alone,Service,1.0,M,False,CL,Home,0.014464,13284,1531,2419,4359,True,False,False,Security,4,2,1,3.0,True,True,0.28101462,0.71883166,0.6545293,True,0.0,0
15750.0,False,False,False,True,1,35821.35,2843.1,Alone,Service,1.0,S,False,CL,Home,0.01885,10631,1995,4973,3114,True,False,False,Sales,2,2,2,14.0,True,True,0.4633999,0.6547153,0.5226973,True,0.0,1
18000.0,True,True,False,True,0,23985.0,2518.65,Alone,Commercial,1.0,M,False,CL,Municipal,0.04622,13671,473,7709,4482,True,True,True,Laborers,2,1,6,11.0,True,True,0.57922554,0.6737948,0.5388627,True,1.0,0
31500.0,False,False,True,False,0,70641.0,7058.25,Alone,Commercial,2.0,M,False,CL,Home,0.003122,14020,5183,4019,4005,True,False,False,Core,2,3,3,17.0,True,True,0.55974513,0.40614623,0.6127042,True,0.0,0
15750.0,False,True,False,True,1,112500.0,3302.55,Alone,Service,2.0,D,False,CL,Home,0.026392,14418,2693,4339,4185,True,False,False,Core,2,2,1,15.0,True,True,0.52288115,0.69737864,0.5208976,True,0.0,0
12150.0,False,False,True,True,1,180000.0,6269.85,Relative,Commercial,1.0,M,False,CL,Home,0.025164,19565,2033,9459,3105,True,False,True,Core,3,2,0,9.0,True,True,0.861469,0.6139249,0.47944897,True,2.0,0
18000.0,False,False,False,False,0,178368.3,6623.1,Partner,Govt Job,2.0,M,False,CL,Home,0.020713,11632,2932,4495,4080,True,False,False,Core,2,2,4,12.0,True,True,0.19371498,0.6105297,0.41534716,True,1.0,0
18900.0,True,True,True,True,1,58500.0,2925.0,Alone,Service,2.0,M,False,RL,Home,0.026392,16040,1415,1530,3793,True,False,False,Core,3,2,2,18.0,True,True,0.71393335,0.56942827,0.7463002,True,1.0,0
18000.0,True,True,True,True,0,112500.0,4461.75,Alone,Service,2.0,M,False,CL,Home,0.018634,13418,1022,7323,4551,True,False,True,Managers,2,2,4,11.0,True,True,0.6933969,0.5425514,0.5691488,True,1.0,0
15750.0,True,True,False,True,0,125640.0,4065.75,Alone,Commercial,2.0,M,False,CL,Home,0.007305,10732,1808,885,2837,True,False,False,Accountants,2,3,4,10.0,True,True,0.5059648,0.58085734,0.10479462,True,3.0,0
24750.0,True,False,False,False,1,27000.0,1350.0,Alone,Commercial,2.0,M,False,RL,Family,0.010006,11826,399,5931,2381,True,False,True,Accountants,3,1,4,15.0,True,True,0.37756246,0.59726,0.5118918,True,2.0,0
6750.0,False,False,False,False,1,27796.95,1870.65,Alone,Commercial,1.0,M,False,CL,Home,0.007305,14350,2700,6302,5004,True,False,False,Sales,3,3,3,13.0,True,True,0.47704068,0.57941383,0.3217353,True,1.0,0
31500.0,True,False,False,True,2,59256.0,3102.3,Alone,Commercial,1.0,M,False,CL,Home,0.018801,11439,2304,3586,3796,True,False,False,Private service,4,2,5,10.0,True,True,0.36089927,0.6246278,0.6313545,True,2.0,0
20250.0,False,False,False,False,1,67500.0,3247.2,Alone,Govt Job,2.0,M,False,CL,Home,0.072508,11045,2739,3703,3703,True,True,True,Medicine,3,1,3,12.0,True,True,0.7878961,0.74060714,0.367291,True,6.0,0
6750.0,True,False,False,True,0,18000.0,900.0,Alone,nan,1.0,S,False,RL,Home,0.016612,8264,1211,4558,923,True,True,True,Cooking,1,2,3,10.0,True,True,0.3085677,0.3751194,0.56737924,True,1.0,0
15750.0,False,False,True,True,1,89490.6,3183.3,Alone,Commercial,1.0,M,False,CL,Home,0.025164,17610,1312,7282,1133,True,False,False,Sales,3,2,5,16.0,True,True,0.6371831,0.65660125,0.32806316,True,4.0,0
20250.0,False,False,True,True,0,107100.0,3467.7,Relative,Service,1.0,M,False,CL,Home,0.025164,15705,3092,3518,4664,True,False,False,Accountants,2,2,6,11.0,True,True,0.68294007,0.6509934,0.8160924,True,6.0,0
11250.0,False,False,True,True,1,50849.55,2167.2,Alone,nan,2.0,M,False,CL,Home,0.031329,14044,130,991,2827,True,False,False,Medicine,3,2,2,11.0,True,True,0.28296724,0.29712906,0.59892625,True,1.0,0
9000.0,False,False,True,True,2,27000.0,1350.0,Alone,nan,2.0,M,False,RL,Home,0.020246,15711,1852,4918,5650,True,False,True,Managers,4,3,6,10.0,True,True,0.5342354,0.22673683,0.45789954,True,4.0,0
22500.0,False,False,False,False,0,33750.0,1687.5,Alone,Service,1.0,M,False,RL,Home,0.028663,16508,1624,1301,69,True,False,False,Drivers,2,2,1,12.0,True,True,0.34536737,0.58891135,0.3556387,True,0.0,0
22500.0,False,False,False,True,0,152820.0,5324.85,Alone,Govt Job,2.0,S,False,CL,Home,0.006296,13041,4016,363,4481,True,False,False,High skill tech,1,3,2,13.0,True,True,0.60692656,0.77338845,0.66263777,True,0.0,0
4500.0,False,False,True,True,1,4500.0,458.1,Alone,Service,1.0,M,False,CL,Home,0.019101,17140,3722,3252,685,True,True,True,Laborers,3,2,1,15.0,True,True,0.4376046,0.716501,0.7252764,True,2.0,0
22500.0,True,True,False,False,1,157500.0,5998.95,Alone,Service,2.0,M,False,CL,Home,0.031329,12225,2117,3668,4338,True,True,True,Managers,3,2,5,7.0,True,True,0.2796379,0.65062565,0.50468135,True,0.0,0
26100.0,False,True,True,True,2,54000.0,2700.0,Alone,Govt Job,1.0,M,False,RL,Home,0.002042,11927,3991,1183,3069,True,False,False,Medicine,4,3,5,11.0,True,True,0.39090884,0.524474,0.5478105,True,3.0,0
12600.0,False,False,False,False,0,22103.1,1551.15,Alone,Service,2.0,M,False,CL,Home,0.022625,17947,6641,9116,1493,True,False,False,Drivers,2,2,4,10.0,True,True,0.7124507,0.75198346,0.6058363,True,9.0,0
22500.0,False,False,True,False,0,80034.3,8404.2,Alone,nan,1.0,M,False,CL,Home,0.04622,14258,2601,7419,1084,True,False,True,Sales,2,1,3,13.0,True,True,0.73363996,0.68470895,0.7091891,True,4.0,0
20250.0,True,False,True,True,0,22500.0,1125.0,Alone,Service,2.0,M,False,RL,Home,0.018029,23710,1948,11809,4263,True,False,False,Managers,2,3,3,5.0,True,True,0.9078794,0.6295573,0.5100895,True,0.0,0
15750.0,False,False,False,True,2,22752.0,1283.4,Alone,Service,1.0,M,False,CL,Home,0.008019,13811,3989,7124,3796,True,False,False,Sales,4,2,0,11.0,True,True,0.4335234,0.50678587,0.6738301,True,3.0,0
24750.0,False,False,True,True,1,107628.75,4572.9,Relative,Service,1.0,M,False,CL,Home,0.031329,12509,5341,6479,4131,True,False,False,Core,3,2,2,11.0,True,True,0.5939978,0.30460337,0.4920601,True,2.0,0
42750.0,True,False,True,True,3,95464.35,9312.75,Alone,Commercial,2.0,M,False,CL,Home,0.072508,13053,346,1030,4677,True,False,True,Managers,5,1,3,17.0,True,True,0.6373813,0.78269243,0.5495965,True,1.0,0
15750.0,False,True,True,True,1,83538.0,4544.55,Alone,nan,2.0,M,False,CL,Home,0.005313,11592,282,5991,4028,True,False,False,Managers,3,2,2,15.0,True,True,0.6733634,0.6046748,0.26786894,True,0.0,0
17550.0,False,False,False,True,0,50849.55,2167.2,Alone,Commercial,1.0,M,False,CL,Home,0.011703,20038,4404,650,3483,True,False,False,Realty agents,2,2,1,12.0,True,True,0.51095104,0.7338891,0.80274546,True,4.0,0
18900.0,False,False,True,True,0,83538.0,3692.7,Alone,Service,1.0,S,False,CL,Home,0.003813,19443,7237,4191,2971,True,False,False,High skill tech,1,2,5,12.0,True,True,0.6308638,0.3649503,0.31703177,True,2.0,0
10800.0,False,False,False,False,0,45000.0,1250.55,Relative,Service,1.0,M,False,CL,Home,0.025164,20509,1264,14657,3634,True,False,False,Cleaning,2,2,1,16.0,True,True,0.83074176,0.63001114,0.7801436,True,0.0,0
18900.0,True,False,False,False,0,138111.3,3656.25,Alone,Service,1.0,M,False,CL,Home,0.016612,17451,588,6334,993,True,False,False,Managers,2,2,6,12.0,True,True,0.7739459,0.49342012,0.2020866,True,0.0,0
18000.0,True,False,False,True,1,27000.0,1350.0,Alone,Commercial,2.0,M,False,RL,Home,0.031329,10587,606,752,140,True,False,False,Accountants,3,2,5,11.0,True,True,0.12451355,0.56425244,0.42765737,True,4.0,0
22500.0,True,False,False,True,2,188685.0,5201.55,Alone,Service,1.0,M,False,CL,Home,0.011657,10929,748,9247,1359,True,False,True,Managers,4,1,3,15.0,True,True,0.09825694,0.70217943,0.086161666,True,0.0,0
13500.0,False,False,False,True,0,62811.45,2054.25,Alone,Service,2.0,M,False,CL,Home,0.020246,9961,940,57,1102,True,True,True,Core,2,3,6,12.0,True,True,0.38316035,0.055658452,0.025991986,True,0.0,0
13500.0,True,False,True,True,0,32215.5,3011.85,Alone,Service,1.0,M,False,CL,Home,0.008575,7919,917,7848,575,True,False,False,Sales,2,2,4,11.0,True,True,0.4959743,0.142467,0.36896873,True,6.0,0
31500.0,True,False,False,False,0,52128.0,2729.25,Alone,Commercial,2.0,S,False,CL,Home,0.072508,13222,1246,7350,4337,True,False,False,Managers,1,1,5,13.0,True,True,0.78524727,0.7447818,0.15951954,True,0.0,0
13500.0,True,False,False,False,1,24161.85,2614.95,Alone,Service,1.0,M,False,CL,Municipal,0.018801,12485,258,2671,4115,True,True,True,Low-skill Laborers,3,2,1,10.0,True,True,0.5454842,0.3902593,0.824595,True,0.0,0
15750.0,False,False,False,False,0,64008.0,3126.15,Alone,Commercial,1.0,S,False,CL,Home,0.04622,10451,2859,4961,3122,True,False,False,Core,1,1,4,14.0,True,True,0.2444506,0.43844682,0.21396685,True,1.0,0
12150.0,False,True,True,True,0,49752.0,3252.15,Alone,Service,1.0,S,False,CL,Family,0.006305,11623,582,2032,2114,True,False,True,Security,1,3,3,7.0,True,True,0.51486206,0.101336256,0.5971924,True,1.0,0
15750.0,False,True,False,False,0,90900.0,6112.35,Alone,Service,1.0,M,False,CL,Home,0.025164,12417,1233,6481,1154,True,False,False,Sales,2,2,1,15.0,True,True,0.43399453,0.5869353,0.47225335,True,1.0,0
27000.0,True,False,False,True,1,107410.05,5497.2,Alone,Service,1.0,M,False,CL,Rental,0.018029,18030,422,5763,1592,True,False,False,Low-skill Laborers,3,3,1,4.0,True,True,0.28732398,0.10638493,0.45432106,True,1.0,0
11250.0,False,False,False,False,0,25470.0,1701.9,Alone,Service,1.0,S,False,CL,Municipal,0.009549,9120,850,185,1788,True,False,False,Sales,1,2,1,17.0,True,True,0.37159237,0.65844786,0.44361532,True,0.0,0
9000.0,False,True,True,True,1,47404.8,2101.05,Alone,Commercial,1.0,S,False,CL,Home,0.025164,14816,1370,8751,4251,True,False,False,Realty agents,2,2,4,13.0,True,True,0.70434374,0.65734535,0.8633634,True,0.0,0
13500.0,True,True,False,True,1,27000.0,1350.0,Relative,Commercial,2.0,M,False,RL,Home,0.019689,19219,5209,7872,2745,True,False,False,Managers,3,2,2,12.0,True,True,0.7262698,0.401876,0.7958031,True,1.0,0
13500.0,False,True,False,True,0,59848.65,1990.8,Alone,Service,1.0,D,False,CL,Home,0.018634,19940,2171,5029,3411,True,False,False,Laborers,1,2,5,14.0,True,True,0.6267663,0.27334562,0.7738957,True,9.0,0
11250.0,True,False,False,True,1,62218.8,2247.75,Alone,Service,2.0,M,False,CL,Home,0.010643,10215,2759,10211,2253,True,False,False,Laborers,3,2,3,14.0,True,True,0.7213538,0.48101357,0.101459354,True,1.0,0
12600.0,False,True,True,True,1,28440.0,1084.95,Alone,Service,1.0,M,False,CL,Home,0.018634,12846,1385,1010,1355,True,False,False,Secretaries,3,2,1,13.0,True,True,0.80045074,0.5904669,0.47225335,True,3.0,0
7020.0,False,False,True,True,2,9900.0,1079.1,Alone,Service,2.0,M,False,CL,Home,0.015221,15378,1733,3742,3158,True,True,True,Laborers,4,2,2,11.0,True,True,0.6151032,0.4523932,0.31081825,True,1.0,0
13500.0,False,False,False,False,0,67500.0,3127.95,Alone,Commercial,2.0,M,False,CL,Family,0.009657,12686,1748,6505,3882,True,False,True,Managers,2,2,5,14.0,True,True,0.48260707,0.528944,0.13510601,True,4.0,0
10350.0,True,True,False,True,0,107820.0,3165.3,Relative,Service,2.0,M,False,CL,Home,0.028663,16333,335,4378,4187,True,False,False,Managers,2,2,1,9.0,True,True,0.79553926,0.5800692,0.30927536,True,4.0,0
24750.0,True,False,True,True,0,51244.65,3287.7,Alone,Commercial,1.0,M,False,CL,Home,0.025164,12780,1120,1193,2690,True,False,False,Drivers,2,2,4,13.0,True,True,0.1880739,0.5585342,0.80274546,True,0.0,0
16200.0,False,False,True,True,0,153000.0,4049.1,Alone,Service,2.0,M,False,CL,Home,0.018029,11149,1089,1089,3576,True,False,False,Core,2,3,1,5.0,True,True,0.25047192,0.56480074,0.2707074,True,2.0,0
12150.0,False,False,True,True,1,67500.0,2243.7,Relative,nan,2.0,D,False,CL,Home,0.035792,16158,3057,3303,5167,True,True,True,High skill tech,2,2,2,12.0,True,True,0.86548275,0.74275225,0.33285058,True,2.0,0
42750.0,True,False,False,False,0,210600.0,5555.25,Alone,Service,2.0,M,False,CL,Home,0.02461,13407,5445,5441,799,True,False,True,Security,2,2,2,10.0,True,True,0.6638471,0.6956545,0.4650692,True,2.0,0
21150.0,False,False,False,True,0,58500.0,2925.0,Alone,Commercial,1.0,M,False,RL,Home,0.072508,9744,436,4253,2155,True,False,False,Laborers,2,1,1,16.0,True,True,0.18113562,0.49471012,0.30314636,True,6.0,0
8100.0,True,True,True,False,0,115522.65,3830.85,Alone,Service,2.0,M,False,CL,Home,0.014464,14713,3759,4404,2092,True,False,False,Core,2,2,3,7.0,True,True,0.55224085,0.73724926,0.78260785,True,0.0,0
13500.0,False,False,False,True,0,25470.0,1475.1,Alone,Service,1.0,D,False,CL,Home,0.020246,16401,6336,6397,4563,True,False,False,Laborers,1,3,3,15.0,True,True,0.8044026,0.423609,0.63303167,True,0.0,0
13500.0,True,True,True,True,0,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.006629,16075,338,4528,4331,True,True,False,Core,2,2,2,9.0,True,True,0.82561255,0.7059066,0.7726311,True,1.0,0
15750.0,False,True,False,False,0,90450.0,2917.8,Alone,Service,2.0,M,False,CL,Home,0.010556,11428,3511,3521,1520,True,True,True,Core,2,3,5,10.0,True,True,0.5908004,0.46628413,0.2263474,True,0.0,0
13500.0,False,True,True,True,1,22066.2,2389.5,Alone,Service,1.0,M,False,CL,Home,0.010032,15203,878,9345,4329,True,False,False,Security,3,2,1,8.0,True,True,0.38389602,0.5525355,0.71803284,True,1.0,0
15750.0,False,False,False,True,0,38205.0,2793.15,Alone,Service,1.0,M,False,CL,Home,0.035792,20011,93,10251,3518,True,False,False,Sales,2,2,6,10.0,True,True,0.7373698,0.5596554,0.40661743,True,0.0,0
15750.0,True,False,False,True,2,61626.15,1881.45,Alone,Commercial,1.0,M,False,CL,Home,0.04622,13857,1283,1550,1739,True,False,False,Drivers,4,1,5,16.0,True,True,0.6231676,0.50639236,0.17146836,True,2.0,0
15300.0,False,True,True,True,0,56249.1,2396.25,Alone,Commercial,1.0,M,False,CL,Home,0.006233,17994,2998,4993,1425,True,False,False,Sales,2,2,6,15.0,True,True,0.62659264,0.6334248,0.36896873,True,6.0,0
6750.0,True,False,True,False,0,109602.0,5596.2,Alone,Service,1.0,M,False,CL,Home,0.006233,17571,4439,9777,1115,True,True,False,Sales,2,2,2,18.0,True,True,0.691339,0.77217126,0.32806316,True,2.0,0
11250.0,False,False,False,True,1,23378.4,1149.75,Relative,Service,1.0,S,False,CL,Home,0.018029,8180,1433,5958,840,True,False,False,Sales,2,3,4,12.0,True,True,0.22643407,0.46711683,0.19294223,True,4.0,1
22500.0,False,True,False,True,0,67500.0,3459.6,Alone,Service,2.0,M,False,CL,Home,0.01452,16699,1835,3198,227,True,False,False,Sales,2,2,2,13.0,True,True,0.52210265,0.32783034,0.15951954,True,5.0,1
27000.0,True,False,False,True,0,161075.7,5611.95,Alone,Govt Job,2.0,M,False,CL,Home,0.010032,21219,646,11213,4767,True,False,True,High skill tech,2,2,3,6.0,True,True,0.5863546,0.40732822,0.51729655,True,0.0,0
27000.0,False,True,False,True,0,64076.4,2079.9,Alone,Service,1.0,S,False,CL,Home,0.003818,21774,2993,12180,4536,True,False,False,Cooking,1,2,3,11.0,True,True,0.89769,0.68728083,0.2851799,True,7.0,0
13500.0,True,True,True,True,2,47970.0,5692.95,Alone,Service,1.0,M,False,CL,Home,0.028663,12255,837,4027,4401,True,False,True,High skill tech,4,2,6,7.0,True,True,0.7423325,0.4442752,0.7136314,True,1.0,0
15750.0,True,False,False,True,1,23985.0,2313.9,Alone,Service,1.0,M,False,CL,Home,0.072508,10521,618,1793,1868,True,False,False,Drivers,3,1,3,16.0,True,True,0.28753036,0.63104016,0.5567274,True,1.0,0
36900.0,False,True,False,False,1,72846.0,4337.55,Alone,Commercial,2.0,M,False,CL,Municipal,0.072508,10616,1619,4039,3287,True,True,True,Sales,3,1,3,15.0,True,True,0.461062,0.3264489,0.059629656,True,0.0,0
11250.0,False,False,False,False,3,22500.0,1125.0,Alone,Service,1.0,M,False,RL,Office,0.00496,15196,1055,1346,4454,True,False,False,Drivers,5,2,4,15.0,True,True,0.59022975,0.6402723,0.6894792,True,1.0,0
13500.0,False,False,False,True,1,113374.8,3327.75,Alone,Service,1.0,S,False,CL,Home,0.019689,13457,4912,2189,3839,True,True,False,Security,2,2,0,9.0,True,True,0.2438552,0.27772814,0.5226973,True,1.0,0
9000.0,True,False,True,True,1,92226.6,4721.85,Alone,Service,2.0,M,False,CL,Home,0.025164,10288,1573,9290,1304,True,False,False,Core,3,2,4,8.0,True,True,0.19630985,0.44062856,0.7106744,True,2.0,0
13500.0,False,False,False,True,0,154602.0,4251.15,Alone,Govt Job,2.0,M,False,CL,Home,0.035792,17417,6552,11537,959,True,False,True,High skill tech,2,2,3,12.0,True,True,0.8192188,0.73142624,0.75574005,True,1.0,0
18900.0,True,False,True,True,2,54504.0,3655.35,Alone,Service,1.0,M,False,CL,Home,0.009657,12678,1989,577,1815,True,False,False,Sales,4,2,6,10.0,True,True,0.29621717,0.60587126,0.39277387,True,1.0,1
11700.0,False,False,False,False,1,34337.7,1791.0,Alone,Commercial,1.0,M,False,CL,Home,0.025164,8668,284,241,1331,True,False,False,High skill tech,3,2,2,13.0,True,True,0.33435738,0.031689804,0.37064964,True,0.0,0
20250.0,True,False,False,False,1,59947.2,3206.7,Relative,Service,1.0,M,False,CL,Home,0.028663,16809,8541,4563,356,True,False,False,Laborers,3,2,2,13.0,True,True,0.8131722,0.63587886,0.62461466,True,0.0,0
27000.0,True,False,False,False,0,208512.0,7260.75,Alone,Commercial,2.0,M,False,CL,Home,0.032561,16988,1760,1766,525,True,False,True,Managers,2,1,5,19.0,True,True,0.6673021,0.61985785,0.60238636,True,4.0,0
11250.0,False,False,True,True,0,14595.75,1351.35,Alone,Service,1.0,M,False,CL,Home,0.010643,12517,687,5932,4462,True,False,False,Cooking,2,2,4,9.0,True,True,0.41640854,0.45529848,0.50287825,True,4.0,1
22500.0,False,False,True,True,0,54504.0,3561.75,Alone,Service,1.0,M,False,CL,Family,0.030755,8765,181,7923,1425,True,False,False,Sales,2,2,3,11.0,True,True,0.24240099,0.40513924,0.12140828,True,2.0,0
20250.0,True,False,True,True,0,81404.1,2393.1,Alone,Service,2.0,S,False,CL,Home,0.019689,15143,3431,8473,4843,True,False,False,Cooking,1,2,1,13.0,True,True,0.5934519,0.51148033,0.4365065,True,2.0,0
11250.0,False,True,False,True,2,80865.0,2377.35,Alone,Service,2.0,M,False,CL,Home,0.01885,18285,3077,7288,1824,True,True,False,Accountants,4,2,3,9.0,True,True,0.7092202,0.4932452,0.6594055,True,0.0,0
45000.0,True,False,True,False,0,72000.0,3063.6,Alone,Commercial,2.0,M,False,CL,Home,0.011657,18408,5838,5270,1932,True,False,True,Core,2,1,5,14.0,True,True,0.80433446,0.6174589,0.31236538,True,1.0,0
23850.0,True,False,False,True,0,52128.0,2840.85,Alone,Service,2.0,W,False,CL,Home,0.002042,18322,5651,20,1813,True,False,False,Sales,1,3,1,12.0,True,True,0.7887501,0.11407761,0.5190973,True,2.0,0
16650.0,False,False,True,True,0,27000.0,1350.0,Relative,Commercial,2.0,D,False,RL,Home,0.026392,17488,1123,3502,1010,True,True,True,Managers,1,2,4,19.0,True,True,0.8984877,0.43907148,0.29558265,True,0.0,0
20250.0,False,True,False,False,0,54504.0,2553.75,Alone,Service,1.0,M,False,CL,Family,0.010032,11687,2291,5546,2820,True,True,False,Core,2,2,3,13.0,True,True,0.31595764,0.2108462,0.2539628,True,2.0,0
15750.0,False,True,True,True,0,131211.0,5572.35,Alone,Service,1.0,S,False,CL,Home,0.010147,8951,962,4792,1199,True,False,True,Laborers,1,2,5,15.0,True,True,0.238199,0.7253393,0.47944897,True,0.0,0
18000.0,True,True,False,True,0,26955.0,2129.4,Partner,Service,1.0,M,False,CL,Home,0.018029,12170,3043,3396,2949,True,False,False,Drivers,2,3,6,8.0,True,True,0.40872002,0.6560241,0.42765737,True,0.0,0
11250.0,False,False,True,True,0,54504.0,2664.0,Alone,Commercial,1.0,M,False,CL,Home,0.0105,14761,868,3213,5020,True,False,False,Laborers,2,3,3,11.0,True,True,0.50596255,0.68897027,0.7223929,True,0.0,0
13500.0,True,False,True,True,1,112500.0,3302.55,Alone,Commercial,1.0,S,False,CL,Home,0.04622,16747,2652,5644,294,True,False,False,Drivers,2,1,4,11.0,True,True,0.68665874,0.75265574,0.5937176,True,6.0,0
22500.0,False,True,True,True,1,105819.75,3813.75,Partner,Commercial,2.0,M,False,CL,Home,0.010147,14595,1265,1329,3690,True,False,True,Accountants,3,2,4,14.0,True,True,0.5171801,0.41420338,0.29708663,True,1.0,0
15750.0,False,False,False,False,0,122301.0,5194.8,Alone,Commercial,1.0,M,False,CL,Home,0.022625,11642,3034,5569,4128,True,False,True,Drivers,2,2,1,17.0,True,True,0.70168245,0.74077094,0.6738301,True,1.0,0
9000.0,False,False,True,True,0,11250.0,1125.45,Alone,Service,1.0,D,False,CL,Home,0.015221,15240,444,5552,5566,True,False,False,Sales,1,2,3,9.0,True,True,0.4064682,0.38815394,0.80045134,True,2.0,0
38250.0,True,False,True,True,0,79083.0,6261.3,Alone,Commercial,1.0,S,False,CL,Home,0.072508,10254,166,2914,2939,True,False,False,Cooking,1,1,4,16.0,True,True,0.114901446,0.46441254,0.15193455,True,1.0,1
11925.0,False,False,True,False,0,90000.0,2488.05,Alone,Service,2.0,S,False,CL,Home,0.026392,9804,257,4442,2484,True,True,True,High skill tech,1,2,5,12.0,True,True,0.642725,0.66403675,0.6195277,True,1.0,0
20250.0,False,True,True,True,0,90000.0,4608.45,Alone,Govt Job,1.0,M,False,CL,Home,0.002042,16333,7139,1396,2116,True,False,False,Medicine,2,3,1,10.0,True,True,0.61295795,0.68561935,0.7062051,True,6.0,0
18000.0,True,True,True,False,0,107820.0,3102.75,Alone,Commercial,2.0,M,False,CL,Office,0.010276,17661,2001,8414,585,True,False,False,High skill tech,2,2,0,14.0,True,True,0.78355056,0.6126647,0.70769936,True,0.0,0
11250.0,True,False,False,False,1,23985.0,2242.35,Relative,Commercial,1.0,M,False,CL,Home,0.030755,11177,488,5790,3605,True,False,False,Managers,3,2,5,14.0,True,True,0.14549021,0.41195548,0.13595104,True,1.0,1
9900.0,False,False,True,True,2,9169.2,975.6,Alone,Service,2.0,M,False,CL,Home,0.010643,10330,337,5106,3014,True,False,False,Laborers,4,2,0,12.0,True,True,0.5816839,0.7628266,0.26224896,True,1.0,0
15750.0,False,False,False,True,1,22500.0,1233.45,Relative,nan,1.0,M,False,CL,Home,0.00963,12033,563,5750,197,True,True,True,Laborers,3,2,5,18.0,True,True,0.6504852,0.45579204,0.5460232,True,2.0,0
15750.0,True,False,False,False,0,36000.0,2844.0,Alone,Service,1.0,M,False,CL,Home,0.04622,11002,1047,5326,1955,True,False,True,Laborers,2,1,4,15.0,True,True,0.835863,0.72702205,0.07958644,True,3.0,0
20250.0,False,False,False,True,1,100692.0,5154.3,Alone,Service,1.0,M,False,CL,Home,0.009175,16411,3643,9740,5707,True,False,False,Cooking,3,2,5,16.0,True,True,0.45741582,0.54803306,0.37233368,True,1.0,0
11250.0,False,True,True,True,1,13500.0,898.65,Alone,nan,1.0,M,False,CL,Home,0.072508,10638,483,4899,2030,True,True,True,Core,3,1,4,13.0,True,True,0.4306775,0.71439976,0.6722429,True,1.0,0
13500.0,False,False,False,False,0,49455.0,3840.3,Alone,nan,2.0,M,False,CL,Home,0.072508,15890,8843,9970,4564,True,False,True,Core,2,1,1,16.0,True,True,0.57697254,0.74136263,0.6956219,True,1.0,0
11250.0,False,False,False,True,1,42071.85,2160.9,Partner,Commercial,2.0,M,False,CL,Home,0.01885,12746,717,2678,3275,True,False,True,Sales,3,2,1,11.0,True,True,0.21476997,0.60754615,0.7463002,True,2.0,0
42750.0,False,False,False,True,0,13477.5,971.55,Alone,Commercial,1.0,D,False,CL,Family,0.019101,11195,684,2482,2941,True,False,False,Sales,1,2,6,16.0,True,True,0.32456467,0.5839951,0.63637614,True,4.0,0
13500.0,True,True,False,True,2,18846.0,842.85,Alone,Commercial,1.0,M,False,CL,Home,0.04622,14367,206,598,4908,True,False,False,Secretaries,4,1,0,11.0,True,True,0.622825,0.72487295,0.63303167,True,0.0,0
15750.0,False,True,True,True,0,31284.0,2103.75,Alone,Service,1.0,M,False,CL,Home,0.025164,19626,3672,10102,2994,True,False,False,Sales,2,2,6,8.0,True,True,0.7209183,0.44297442,0.29708663,True,2.0,0
11250.0,False,True,True,True,0,67500.0,2190.6,Alone,Service,1.0,M,False,CL,Home,0.030755,16893,2024,4495,429,True,False,True,Security,2,2,6,9.0,True,True,0.54774714,0.29743057,0.31236538,True,1.0,0
13500.0,False,False,True,False,1,15750.0,787.5,Alone,Service,1.0,M,False,RL,Home,0.028663,12035,2218,5792,149,True,False,False,High skill tech,3,2,4,15.0,True,True,0.43091378,0.6437703,0.68326885,True,0.0,0
18000.0,True,True,False,True,0,65404.8,2362.05,Alone,Service,2.0,M,False,CL,Home,0.00733,15821,6372,3689,1586,True,False,False,Core,2,2,5,13.0,True,True,0.5402041,0.58540756,0.5478105,True,1.0,0
22500.0,False,True,False,False,0,20851.2,2202.3,Alone,Service,1.0,M,False,CL,Home,0.032561,18785,2427,8213,2336,True,True,True,Sales,2,1,2,9.0,True,True,0.6285821,0.6827844,0.367291,True,3.0,0
15750.0,False,False,True,True,1,78713.1,3076.2,Alone,Commercial,1.0,M,False,CL,Home,0.025164,12611,2194,9822,1625,True,False,False,Private service,3,2,6,13.0,True,True,0.4205387,0.5636179,0.391055,True,0.0,0
11250.0,True,False,True,True,0,79083.0,5297.85,Alone,Service,2.0,M,False,CL,Home,0.031329,9533,751,1632,2079,True,False,False,Core,2,2,3,9.0,True,True,0.5979375,0.41066882,0.52809274,True,4.0,0
12150.0,True,True,True,True,1,52650.0,1539.45,Alone,Commercial,2.0,M,False,CL,Home,0.015221,11786,3154,252,1527,True,False,False,Accountants,3,2,3,16.0,True,True,0.6257256,0.7796008,0.53348166,True,1.0,0
11250.0,False,False,False,True,0,30813.3,1267.65,Relative,Commercial,1.0,M,False,CL,Home,0.006852,10567,277,5392,3233,True,False,False,Core,2,3,1,9.0,True,True,0.09931381,0.002951977,0.32965505,True,2.0,0
8100.0,False,True,False,False,1,70083.0,2273.85,Alone,Service,1.0,M,False,CL,Home,0.020713,9895,1561,9400,741,True,True,False,Security,3,3,2,8.0,True,True,0.50817645,0.45077392,0.7366227,True,1.0,0
18000.0,False,False,True,True,0,24750.0,2805.3,Alone,Commercial,1.0,D,False,CL,Home,0.028663,16880,6142,10695,426,True,False,False,Managers,1,2,3,10.0,True,True,0.669064,0.6410879,0.2851799,True,3.0,0
6750.0,False,False,True,True,0,15920.55,1644.3,Alone,Service,1.0,M,False,CL,Home,0.030755,16920,5297,5839,470,True,False,False,Cooking,2,2,5,16.0,True,True,0.64808786,0.6909443,0.4830502,True,1.0,0
6750.0,True,False,False,False,0,25373.7,2360.7,Alone,Service,2.0,M,False,CL,Home,0.006207,13553,4011,1337,3957,True,False,False,Core,2,2,3,17.0,True,True,0.30785337,0.7329185,0.7136314,True,0.0,0
22500.0,False,True,False,False,2,45000.0,1629.45,Alone,Commercial,2.0,D,False,CL,Home,0.0228,15702,2083,2248,2529,True,True,True,Accountants,3,2,4,16.0,True,True,0.79773885,0.5335564,0.2580842,True,2.0,0
36000.0,True,False,False,True,1,74250.0,3969.0,Alone,Service,2.0,M,False,CL,Home,0.028663,19474,1155,1036,3011,True,False,False,Managers,3,2,4,11.0,True,True,0.6677709,0.38649338,0.4974689,True,2.0,0
13500.0,True,False,False,False,0,54406.8,2549.25,Alone,Service,1.0,M,False,CL,Home,0.00496,11881,1923,5548,2117,True,False,True,Laborers,2,2,6,10.0,True,True,0.24592786,0.6507449,0.2940831,True,2.0,0
18000.0,False,True,True,True,0,45000.0,2201.85,Alone,Service,2.0,M,False,CL,Home,0.035792,10003,1450,4367,1031,True,False,False,Core,2,2,4,16.0,True,True,0.34724036,0.6861894,0.39277387,True,2.0,1
16155.0,True,True,True,True,0,102474.0,5245.2,Alone,Commercial,1.0,M,False,CL,Home,0.0228,12895,803,405,1420,True,False,False,Managers,2,2,3,9.0,True,True,0.38168645,0.48337224,0.59892625,True,2.0,0
20250.0,True,True,False,True,1,50326.65,4915.8,Alone,Service,1.0,M,False,CL,Home,0.00823,16844,2077,3845,400,True,False,False,Sales,3,2,4,16.0,True,True,0.50702095,0.7291175,0.36394525,True,0.0,0
15750.0,False,True,False,True,1,75519.0,3645.9,Relative,Service,1.0,M,False,CL,Home,0.020246,11857,3202,1233,4315,True,False,True,Medicine,3,3,4,13.0,True,True,0.30983648,0.23051612,0.30010775,True,4.0,1
24750.0,True,True,True,True,1,49752.0,3943.8,Alone,Service,2.0,M,False,CL,Home,0.022625,10443,865,5153,1983,True,False,False,Laborers,3,2,5,16.0,True,True,0.07008945,0.40325922,0.13177013,True,0.0,0
37350.0,True,False,False,True,1,102474.0,5571.9,Relative,Service,1.0,M,False,CL,Home,0.04622,15367,4040,7781,3058,True,False,False,Laborers,3,1,2,15.0,True,True,0.44564334,0.75329435,0.06779391,True,3.0,0
15750.0,False,False,False,False,0,75519.0,3645.9,Alone,Commercial,2.0,S,False,CL,Home,0.02461,10924,408,1148,3508,True,False,False,Laborers,1,2,2,14.0,True,True,0.21945459,0.25024056,0.15951954,True,0.0,0
24750.0,True,True,False,True,0,171176.4,4515.3,Alone,Service,1.0,M,False,CL,Home,0.030755,21616,4620,4276,4800,True,True,False,Sales,2,2,1,16.0,True,True,0.7811105,0.5970075,0.71803284,True,0.0,0
36000.0,False,True,True,True,2,60147.0,3276.0,Alone,Commercial,2.0,S,False,CL,Home,0.072508,10307,419,4904,778,True,False,False,Core,3,1,5,11.0,True,True,0.23018731,0.4744064,0.05347809,True,1.0,0
24750.0,False,True,True,True,0,145104.75,5988.15,Relative,Commercial,1.0,M,False,CL,Home,0.025164,16166,176,8200,4959,True,False,False,Cleaning,2,2,4,15.0,True,True,0.5015365,0.30988604,0.7490217,True,0.0,0
14400.0,False,False,False,False,0,63000.0,1993.95,Alone,Service,1.0,D,False,CL,Home,0.01452,17406,4956,9623,617,True,False,False,Cleaning,1,2,3,15.0,True,True,0.59050333,0.6924366,0.29558265,True,5.0,0
18000.0,True,True,True,False,0,100692.0,3992.85,Alone,Service,1.0,M,False,CL,Home,0.018801,20596,4359,7452,4087,True,True,True,Drivers,2,2,6,16.0,True,True,0.85832113,0.19467066,0.4830502,True,2.0,0
6750.0,False,True,True,True,0,13500.0,675.0,Alone,Commercial,1.0,M,False,RL,Home,0.007114,17577,1420,1134,1134,True,False,True,Cleaning,2,2,5,11.0,True,True,0.514076,0.7059384,0.63970757,True,1.0,0
15750.0,False,False,True,True,0,19908.0,1155.6,Alone,Service,1.0,S,False,CL,Home,0.01885,15849,1800,4019,4352,True,False,False,Core,1,2,3,16.0,True,True,0.817906,0.755349,0.52629495,True,3.0,0
20250.0,False,False,True,True,0,92133.0,3666.6,Alone,Commercial,1.0,M,False,CL,Home,0.011703,21605,5039,10345,4110,True,False,False,Security,2,2,4,12.0,True,True,0.8464767,0.7244803,0.31703177,True,5.0,0
5400.0,True,True,True,True,2,63448.2,2059.65,Partner,Commercial,1.0,M,False,CL,Home,0.031329,11258,720,4915,2259,True,False,False,Core,4,2,3,12.0,True,True,0.3498496,0.18078436,0.48845518,True,3.0,0
7200.0,True,False,True,False,0,27000.0,1350.0,Relative,Govt Job,2.0,S,False,RL,Home,0.035792,9877,739,4729,2569,True,False,False,Core,1,2,3,16.0,True,True,0.55006284,0.6947556,0.6528965,True,1.0,0
12756.15,False,False,False,False,0,78192.0,3985.2,Alone,Service,1.0,M,False,CL,Home,0.020246,16576,3511,6391,117,True,False,True,Laborers,2,3,5,6.0,True,True,0.41996795,0.35453993,0.58499,True,0.0,0
13500.0,False,True,True,False,1,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.04622,13916,474,7886,2578,True,False,True,Laborers,3,1,1,16.0,True,True,0.27086917,0.75498104,0.21155076,True,0.0,0
9900.0,True,True,False,False,1,22500.0,657.9,Alone,nan,1.0,M,False,CL,Home,0.030755,12052,4785,2382,2400,True,False,False,Medicine,3,2,2,14.0,True,True,0.8059031,0.72555274,0.44361532,True,0.0,0
14400.0,False,False,True,False,0,45000.0,1906.65,Alone,Service,2.0,M,False,CL,Home,0.04622,19306,1309,8889,2830,True,False,True,Laborers,2,1,2,17.0,True,True,0.41302496,0.6303016,0.17982176,True,6.0,0
27000.0,True,False,True,False,1,26368.65,1583.1,Alone,Service,1.0,M,False,CL,Family,0.016612,10197,2522,4619,2792,True,False,False,Laborers,3,2,6,11.0,True,True,0.18412697,0.44818744,0.47944897,True,7.0,1
16650.0,False,True,False,False,0,90000.0,2387.25,Alone,Commercial,2.0,M,False,CL,Home,0.007114,10109,152,45,2789,True,False,False,Core,2,2,5,16.0,True,True,0.19886893,0.7415513,0.77008706,True,0.0,0
18000.0,False,False,False,False,0,67950.0,2453.4,Alone,Service,2.0,M,False,CL,Home,0.028663,16128,2027,2439,4225,True,True,True,Core,2,2,2,17.0,True,True,0.62029666,0.49709353,0.5620605,True,0.0,0
13500.0,False,False,True,True,0,44078.4,3495.6,Alone,Commercial,1.0,W,False,CL,Home,0.031329,18712,5310,16554,2249,True,False,False,Laborers,1,2,4,12.0,True,True,0.72586894,0.41582263,0.75971216,True,2.0,0
20250.0,True,False,False,False,1,126070.2,4179.6,Alone,Service,1.0,M,False,CL,Municipal,0.006207,12763,716,6887,4367,True,False,False,Drivers,3,2,1,19.0,True,True,0.6275394,0.67851126,0.6380435,True,3.0,0
5850.0,False,False,False,True,1,15750.0,787.5,Alone,Commercial,1.0,S,False,RL,Municipal,0.031329,9611,75,764,2287,True,False,False,Laborers,2,2,3,9.0,True,True,0.30275962,0.26886892,0.8435435,True,2.0,0
13500.0,False,True,False,True,1,90000.0,2916.45,Alone,Service,1.0,M,False,CL,Rental,0.0228,9907,1616,698,314,True,False,False,Realty agents,3,2,3,17.0,True,True,0.2563333,0.49797913,0.32016337,True,1.0,0
15750.0,True,True,False,True,0,80865.0,2621.7,Alone,Service,1.0,M,False,CL,Home,0.019689,16164,1560,3169,4183,True,False,False,Secretaries,2,2,2,11.0,True,True,0.38257763,0.65715325,0.23401517,True,5.0,0
11250.0,False,False,False,True,1,31500.0,1926.9,Alone,Service,1.0,M,False,CL,Home,0.022625,15566,1290,1754,236,True,True,True,Cleaning,3,2,3,12.0,True,True,0.62233484,0.61178213,0.44005784,True,4.0,0
22500.0,True,False,True,True,1,29851.2,2965.5,Alone,Service,1.0,M,False,CL,Home,0.04622,14708,2304,988,3888,True,False,False,Laborers,3,1,5,17.0,True,True,0.6702607,0.4493126,0.6380435,True,2.0,0
29250.0,True,True,False,True,0,104256.0,3445.65,Alone,Service,1.0,M,False,CL,Home,0.028663,17601,898,3785,1149,True,False,False,Laborers,2,2,6,12.0,True,True,0.51423943,0.38138315,0.1634257,True,2.0,0
22500.0,False,False,True,False,0,45000.0,2250.0,Alone,Commercial,2.0,M,False,RL,Home,0.01885,16865,2298,9393,328,True,False,False,High skill tech,2,2,4,10.0,True,True,0.49947688,0.7043516,0.62461466,True,2.0,0
20250.0,True,True,False,True,0,104614.2,3387.6,Alone,Service,1.0,S,False,CL,Home,0.011657,12296,1659,2963,4636,True,False,False,Laborers,1,1,4,18.0,True,True,0.39961162,0.6198063,0.7252764,True,1.0,0
27000.0,True,False,True,True,0,107820.0,3165.3,Alone,Service,2.0,M,False,CL,Home,0.008575,12216,4179,9657,4201,True,False,True,High skill tech,2,2,2,13.0,True,True,0.600538,0.30174378,0.59197664,True,0.0,0
31500.0,False,False,False,False,0,31500.0,2486.7,Alone,Service,1.0,S,False,CL,Municipal,0.072508,10177,224,2163,2847,True,False,True,Drivers,1,1,6,14.0,True,True,0.5511696,0.6256527,0.25946766,True,1.0,0
18000.0,True,True,True,True,2,108000.0,2862.0,Alone,Commercial,2.0,M,False,CL,Home,0.010966,14207,751,1359,4691,True,False,False,Managers,4,2,3,14.0,True,True,0.43382952,0.60445523,0.6512602,True,5.0,0
7650.0,False,False,True,True,0,13500.0,875.7,Alone,Service,2.0,M,False,CL,Family,0.003813,14743,702,1870,1450,True,True,True,Laborers,2,2,3,11.0,True,True,0.34846157,0.13060415,0.14375806,True,3.0,0
27000.0,False,False,True,False,0,82365.75,3319.65,Alone,Service,2.0,M,False,CL,Home,0.072508,10634,666,4594,1165,True,False,False,Cooking,2,1,5,15.0,True,True,0.3108392,0.5837773,0.6690567,True,2.0,0
21600.0,False,False,False,False,2,103209.3,4385.7,Alone,Service,1.0,M,False,CL,Home,0.010032,12651,797,4822,3985,True,False,False,Laborers,4,2,4,10.0,True,True,0.40812415,0.43681076,0.6212263,True,7.0,0
24750.0,False,False,True,True,0,68974.2,3318.3,Alone,Service,2.0,D,False,CL,Home,0.032561,17260,2830,2817,748,True,False,False,Core,1,1,4,15.0,True,True,0.66223556,0.717362,0.5100895,True,0.0,0
15750.0,True,False,True,True,0,90450.0,3845.25,Alone,Service,1.0,M,False,CL,Home,0.028663,15289,8238,3026,4302,True,False,False,Laborers,2,2,5,13.0,True,True,0.3909236,0.7889233,0.6528965,True,1.0,0
15750.0,False,False,False,False,0,78192.0,4669.2,Alone,Commercial,1.0,M,False,CL,Home,0.032561,18133,4656,2761,1651,True,False,True,Laborers,2,1,5,20.0,True,True,0.83718544,0.7850449,0.6801388,True,1.0,0
13500.0,False,True,False,False,1,29566.8,1391.4,Alone,Service,1.0,M,False,CL,Home,0.018801,11588,549,319,2456,True,False,False,Medicine,3,2,1,8.0,True,True,0.6068591,0.6797502,0.32965505,True,5.0,0
18000.0,False,False,True,True,0,93161.7,4769.55,Alone,Govt Job,1.0,S,False,CL,Municipal,0.04622,9895,437,4682,2573,True,False,False,Laborers,1,1,2,17.0,True,True,0.6409653,0.53401893,0.26224896,True,1.0,1
9000.0,False,False,True,True,0,24750.0,1237.5,Alone,Commercial,1.0,D,False,RL,Home,0.018209,15547,4119,9483,4056,True,False,False,Laborers,1,3,4,8.0,True,True,0.4221529,0.4746245,0.33285058,True,2.0,1
13500.0,True,False,True,False,0,26368.65,2620.8,Kids,Service,1.0,S,False,CL,Home,0.022625,11399,833,591,3831,True,False,False,Laborers,1,2,5,13.0,True,True,0.14878681,0.6355497,0.7675231,True,1.0,0
56250.0,True,False,False,True,0,53331.3,4288.95,Relative,Commercial,2.0,M,False,CL,Home,0.04622,11290,4466,5524,3702,True,False,False,High skill tech,2,1,3,17.0,True,True,0.57241815,0.57631993,0.3409064,True,0.0,0
11250.0,False,True,True,True,0,75474.0,2447.55,Alone,Service,1.0,W,False,CL,Home,0.010643,18900,4371,166,2435,True,False,False,Laborers,1,2,3,15.0,True,True,0.6074916,0.6774466,0.6690567,True,4.0,0
29250.0,False,False,False,True,0,26683.2,2077.65,Alone,nan,2.0,M,False,CL,Home,0.025164,14522,1552,5774,5046,True,False,False,Laborers,2,2,4,10.0,True,True,0.5423309,0.30097032,0.58499,True,8.0,0
22500.0,True,False,False,True,1,25470.0,2755.8,Alone,Commercial,2.0,S,False,CL,Home,0.020713,11988,3477,1851,2898,True,False,False,Private service,2,1,5,12.0,True,True,0.60098743,0.6049623,0.17560598,True,4.0,0
6750.0,False,False,True,True,1,26955.0,1424.25,Alone,Service,2.0,M,False,CL,Home,0.010966,10326,3719,1455,2992,True,False,False,Security,3,2,4,12.0,True,True,0.5851277,0.23402165,0.8633634,True,0.0,0
22500.0,True,True,False,True,1,122301.0,4863.15,Alone,Commercial,2.0,M,False,CL,Home,0.031329,14644,678,910,1386,True,False,False,Managers,3,2,1,12.0,True,True,0.32451233,0.534057,0.28224844,True,2.0,0
21600.0,True,False,False,False,1,78192.0,3992.4,Alone,Commercial,1.0,M,False,CL,Municipal,0.002506,12845,1574,1613,1645,True,True,True,Core,3,2,5,0.0,True,True,0.54394746,0.6683841,0.45610973,True,2.0,0
18000.0,False,False,True,False,0,80865.0,2377.35,Alone,Service,2.0,S,False,CL,Family,0.019101,14760,3931,7165,4759,True,False,False,IT,1,2,1,17.0,True,True,0.6101231,0.6459638,0.37571102,True,1.0,0
18000.0,False,True,True,True,0,71945.1,2596.95,Alone,Commercial,1.0,M,False,CL,Home,0.01885,13970,2213,11656,930,True,False,False,Managers,2,2,1,14.0,True,True,0.14534192,0.30067134,0.46865967,True,2.0,0
13500.0,False,False,False,True,2,20376.0,1917.9,Alone,Commercial,1.0,M,False,CL,Home,0.011703,9791,654,141,2251,True,False,False,Laborers,4,2,1,11.0,True,True,0.7072841,0.6912011,0.63970757,True,2.0,0
38250.0,False,False,True,False,2,128835.0,4169.25,Alone,Service,2.0,M,False,CL,Family,0.035792,10389,689,5026,3038,True,True,False,Cooking,4,2,5,15.0,True,True,0.28256926,0.66197497,0.15380259,True,0.0,0
16200.0,False,True,False,True,0,144295.2,4231.8,Alone,Govt Job,2.0,M,False,CL,Home,0.009175,19348,1918,480,2656,True,False,False,Core,2,2,5,9.0,True,True,0.87859064,0.76251787,0.30010775,True,1.0,0
18000.0,True,False,True,True,0,108736.65,3520.8,Alone,Commercial,2.0,S,False,CL,Home,0.0228,17794,870,874,1341,True,False,False,Core,1,2,2,9.0,True,True,0.6762072,0.46739444,0.5100895,True,2.0,0
15750.0,False,False,False,True,0,10188.0,1149.3,Alone,Commercial,1.0,D,False,CL,Home,0.003069,12662,457,74,4559,True,False,False,Laborers,1,3,0,14.0,True,True,0.34750688,0.75006163,0.74079907,True,3.0,0
15750.0,False,False,False,True,0,19667.7,1928.7,Alone,Service,2.0,M,False,CL,Home,0.019689,18894,3454,612,2425,True,False,False,High skill tech,2,2,1,16.0,True,True,0.82550687,0.515998,0.37910047,True,0.0,0
9000.0,False,True,True,True,0,31500.0,1721.7,Relative,Govt Job,1.0,S,False,CL,Family,0.04622,9404,350,4025,2057,True,True,False,Core,1,1,2,11.0,True,True,0.42417252,0.31196624,0.64136827,True,1.0,0
36000.0,False,False,False,True,0,59256.0,3102.3,Alone,Service,2.0,M,False,CL,Home,0.04622,14472,1123,3067,3949,True,False,False,Sales,2,1,4,18.0,True,True,0.49864376,0.7613994,0.29109737,True,3.0,0
18000.0,True,True,True,True,1,27000.0,1017.9,Alone,Govt Job,1.0,M,False,CL,Home,0.002134,13532,390,7585,4317,True,False,False,Managers,3,3,0,11.0,True,True,0.25502115,0.5149439,0.69409263,True,2.0,0
22500.0,False,True,False,False,0,39600.0,2650.5,Relative,Commercial,2.0,W,False,CL,Home,0.018209,19197,819,4657,2725,True,False,False,Accountants,1,3,2,9.0,True,True,0.69558185,0.58903843,0.6127042,True,2.0,0
18000.0,True,True,True,True,2,27000.0,1350.0,Partner,Commercial,1.0,M,False,RL,Home,0.015221,12933,1211,4222,4219,True,False,True,Drivers,4,2,6,12.0,True,True,0.46988332,0.5479626,0.31547216,True,9.0,0
45000.0,False,False,False,True,2,76022.55,3435.3,Alone,Commercial,1.0,M,False,CL,Home,0.006629,14888,225,385,4068,True,False,False,Managers,4,2,3,11.0,True,True,0.35495332,0.68321526,0.6313545,True,4.0,0
49500.0,True,False,False,True,1,18765.9,1868.85,Alone,Service,2.0,M,False,CL,Home,0.010032,16812,71,6864,360,True,False,True,Managers,3,2,1,3.0,True,True,0.4819339,0.56213826,0.80388504,True,2.0,0
13500.0,False,True,True,True,0,16300.8,1683.0,Alone,Service,1.0,W,False,CL,Home,0.030755,22213,4416,9821,5006,True,False,False,Laborers,1,2,5,10.0,True,True,0.40817964,0.6529384,0.84258926,True,0.0,0
22500.0,True,False,False,True,0,98329.95,3912.75,Alone,Service,2.0,M,False,CL,Home,0.04622,17763,3550,6460,1324,True,False,True,Managers,2,1,3,13.0,True,True,0.9003183,0.7476929,0.12689753,True,3.0,0
13500.0,True,True,False,True,0,67500.0,2190.6,Alone,Commercial,2.0,M,False,CL,Home,0.032561,15146,2068,9289,4074,True,False,False,Private service,2,1,3,13.0,True,True,0.7377941,0.79426235,0.60238636,True,3.0,0
29700.0,False,False,False,True,0,134550.0,5349.15,Alone,Commercial,2.0,M,False,CL,Home,0.026392,18877,1333,4283,2089,True,False,True,Managers,2,2,1,10.0,True,True,0.7629421,0.6907248,0.47225335,True,6.0,0
22500.0,True,False,True,True,1,102474.0,5245.2,Alone,Commercial,1.0,S,False,CL,Home,0.031329,10677,2026,4153,135,True,False,False,Laborers,2,2,5,11.0,True,True,0.22615394,0.6326222,0.7463002,True,2.0,1
13500.0,True,True,False,True,0,52649.1,2687.85,Alone,Service,1.0,S,False,CL,Home,0.011657,10576,901,4411,2950,True,True,True,Laborers,1,1,6,13.0,True,True,0.09245943,0.7337097,0.40835884,True,5.0,0
38250.0,False,False,False,False,0,116919.9,4636.8,Alone,Commercial,1.0,M,False,CL,Home,0.04622,20315,749,9655,3872,True,False,False,Laborers,2,1,6,11.0,True,True,0.61523294,0.69354385,0.59892625,True,4.0,0
36000.0,False,False,True,True,1,35427.6,2319.3,Relative,Commercial,2.0,S,False,CL,Home,0.04622,11560,2165,2961,4089,True,False,False,Core,2,1,5,13.0,True,True,0.67413867,0.75361526,0.53527623,True,2.0,0
11250.0,False,True,True,False,0,21394.8,2128.95,Alone,Service,1.0,M,False,CL,Home,0.022625,17999,2771,2887,1487,True,False,False,Sales,2,2,6,9.0,True,True,0.73011357,0.54391336,0.8160924,True,3.0,0
18000.0,False,False,False,True,0,36000.0,1346.85,Alone,Commercial,2.0,S,False,CL,Home,0.026392,15831,619,9840,4198,True,True,False,Sales,1,2,1,10.0,True,True,0.5809567,0.7048523,0.17456427,True,0.0,0
8100.0,False,False,True,True,0,9000.0,709.2,Alone,Service,1.0,M,False,CL,Municipal,0.031329,18081,1202,1183,1610,True,False,False,Security,2,2,4,13.0,True,True,0.623815,0.5910326,0.33285058,True,1.0,0
20250.0,False,False,False,False,1,83538.0,3870.9,Alone,Service,1.0,D,False,CL,Municipal,0.020713,13117,249,1687,4622,True,False,True,Cooking,2,3,4,13.0,True,True,0.31040573,0.4758788,0.51729655,True,0.0,0
11250.0,True,False,True,False,0,26064.0,3105.9,Alone,Service,1.0,M,False,CL,Home,0.00496,15134,803,1619,1629,True,False,False,Drivers,2,2,3,15.0,True,True,0.35920268,0.53046393,0.41184855,True,0.0,0
13500.0,True,True,True,True,0,22500.0,1125.0,Partner,Commercial,1.0,M,False,RL,Home,0.031329,18783,1612,10019,2317,True,False,False,Accountants,2,2,4,13.0,True,True,0.67818975,0.7179601,0.17982176,True,1.0,0
11250.0,False,True,False,True,0,71550.0,2105.1,Alone,Govt Job,1.0,M,False,CL,Home,0.00963,18957,8629,4656,2309,True,False,True,Core,2,2,3,11.0,True,True,0.60640347,0.6508393,0.49566582,True,1.0,0
31500.0,True,False,False,False,1,180000.0,6269.85,Alone,Service,2.0,M,False,CL,Home,0.018801,14356,1069,1333,3071,True,True,True,Sales,3,2,4,16.0,True,True,0.5697246,0.5412703,0.113922395,True,1.0,0
9000.0,False,True,True,True,0,36000.0,2356.65,Alone,Service,1.0,S,False,CL,Home,0.011657,21690,5463,9285,4750,True,True,True,Cleaning,1,1,6,11.0,True,True,0.54648554,0.67214406,0.49386287,True,2.0,0
22500.0,True,False,False,True,1,194076.0,5132.7,Partner,Govt Job,2.0,M,False,CL,Home,0.009657,14731,3292,8627,4890,True,False,False,Core,3,2,6,12.0,True,True,0.5905525,0.7460309,0.7530674,True,0.0,0
13500.0,False,False,True,True,0,128835.0,3780.0,Alone,Service,1.0,M,False,CL,Home,0.022625,19028,6478,3795,2542,True,False,False,Laborers,2,2,3,15.0,True,True,0.82928383,0.5649405,0.3217353,True,0.0,0
18000.0,True,False,False,True,1,90000.0,5751.9,Relative,Service,2.0,D,False,CL,Home,0.006207,10388,3092,799,3065,True,False,False,Laborers,2,2,3,9.0,True,True,0.59132814,0.72165596,0.70470643,True,2.0,0
20250.0,True,False,True,False,1,94342.5,2703.6,Alone,Service,1.0,M,False,CL,Family,0.008625,11886,213,231,3106,True,True,False,Laborers,3,2,1,14.0,True,True,0.32162616,0.33259425,0.68326885,True,1.0,0
18000.0,True,False,False,True,2,67500.0,5346.0,Alone,Service,1.0,M,False,CL,Home,0.018029,13423,846,201,609,True,False,False,Private service,4,3,1,6.0,True,True,0.4028693,0.5535138,0.28224844,True,2.0,0
18000.0,False,False,True,True,0,154602.0,4091.4,Alone,Service,1.0,M,False,CL,Home,0.030755,15107,6641,9108,4628,True,False,True,Laborers,2,2,5,11.0,True,True,0.747277,0.6052392,0.7295667,True,1.0,0
24750.0,False,True,True,False,0,75519.0,3645.9,Relative,Govt Job,1.0,W,False,CL,Home,0.00496,16832,2460,10336,366,True,False,False,Cleaning,1,2,0,16.0,True,True,0.75162077,0.73918474,0.42236966,True,1.0,0
15750.0,True,False,True,True,0,101265.3,4303.35,Alone,Service,1.0,M,False,CL,Home,0.003813,19868,13222,9395,3333,True,False,False,Laborers,2,2,4,7.0,True,True,0.7400842,0.08133197,0.6528965,True,0.0,0
11250.0,False,True,False,True,2,47250.0,1986.3,Alone,Service,2.0,M,False,CL,Home,0.003069,12348,2696,3356,3356,True,False,False,Sales,4,3,6,16.0,True,True,0.47924852,0.6922782,0.50107515,True,3.0,0
20250.0,False,False,True,True,0,59256.0,3115.35,Alone,Service,1.0,S,False,CL,Home,0.005002,16952,3762,6302,485,True,False,True,Laborers,1,3,6,11.0,True,True,0.6757619,0.7796158,0.7062051,True,3.0,0
15750.0,False,False,True,True,0,67500.0,3674.7,Relative,Commercial,1.0,M,False,CL,Home,0.04622,12229,571,11028,1136,True,False,False,Cooking,2,1,6,12.0,True,True,0.41591242,0.66262054,0.12373532,True,2.0,0
22500.0,False,False,True,True,0,51856.2,2507.85,Alone,Service,1.0,M,False,CL,Home,0.04622,9279,2408,4090,1931,True,False,False,Laborers,2,1,5,13.0,True,True,0.55681103,0.680692,0.48124933,True,2.0,0
20250.0,True,False,False,True,0,112500.0,4779.45,Alone,Commercial,1.0,M,False,CL,Home,0.030755,19900,1906,215,2532,True,True,True,Sales,2,2,0,11.0,True,True,0.89257455,0.57922196,0.62799084,True,5.0,0
13500.0,False,False,False,True,0,25470.0,2886.75,Alone,Commercial,1.0,S,False,CL,Home,0.04622,10394,409,4865,3085,True,False,False,Sales,1,1,3,18.0,True,True,0.32052588,0.7340812,0.2940831,True,1.0,0
11250.0,False,False,True,True,0,40500.0,2025.0,Alone,Commercial,2.0,M,False,RL,Home,0.035792,19984,2354,2256,3412,True,False,False,Managers,2,2,1,15.0,True,True,0.879191,0.7083566,0.45610973,True,1.0,0
13500.0,False,False,False,True,0,19287.45,2038.05,Alone,Service,2.0,S,False,CL,Home,0.010276,8660,1248,6742,1345,True,False,False,Laborers,1,2,4,20.0,True,True,0.21994102,0.07260785,0.10211879,True,0.0,0
20250.0,True,False,False,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.019101,15273,184,9305,349,True,False,False,Sales,2,2,1,14.0,True,True,0.4673366,0.37332708,0.09261717,True,0.0,1
20250.0,True,True,False,True,0,135000.0,4705.65,Alone,Service,2.0,M,False,CL,Home,0.018634,11491,2444,3265,4025,True,False,False,High skill tech,2,2,6,10.0,True,True,0.6925732,0.39713886,0.6956219,True,2.0,0
13500.0,True,False,False,True,0,30522.15,2424.6,Relative,Service,1.0,M,False,CL,Home,0.003813,13640,691,374,4166,True,False,False,Drivers,2,2,6,8.0,True,True,0.26971325,0.0649087,0.6894792,True,2.0,0
9000.0,False,False,False,False,1,28440.0,1396.35,Relative,Service,1.0,M,False,CL,Home,0.018634,13453,950,7310,3525,True,True,False,Laborers,3,2,5,15.0,True,True,0.07643109,0.22712429,0.49927202,True,1.0,0
11250.0,True,False,True,False,0,45000.0,1289.7,Alone,Commercial,2.0,M,False,CL,Home,0.00702,9546,459,23,1708,True,False,True,Core,2,2,4,14.0,True,True,0.17828068,0.6321087,0.2940831,True,0.0,0
13500.0,False,True,False,True,0,76022.55,3233.7,Alone,Commercial,2.0,M,False,CL,Home,0.005084,18241,9002,5742,1789,True,False,False,High skill tech,2,2,5,15.0,True,True,0.893163,0.47203514,0.71215516,True,3.0,0
36000.0,False,False,False,False,1,107820.0,3491.1,Alone,Commercial,2.0,S,False,CL,Home,0.003069,18760,3896,6124,2255,True,False,False,Managers,2,3,4,15.0,True,True,0.70534784,0.6948205,0.27356467,True,1.0,0
11250.0,False,False,False,True,1,27627.75,1410.3,Alone,Service,1.0,S,False,CL,Home,0.031329,9969,2460,3404,2645,True,False,False,Laborers,2,2,3,12.0,True,True,0.2527456,0.53076345,0.34741822,True,0.0,0
28350.0,True,False,True,True,1,36000.0,3793.05,Alone,nan,1.0,W,False,CL,Home,0.026392,15769,1818,3115,4305,True,False,False,Cooking,2,2,4,16.0,True,True,0.12571722,0.7199088,0.18629295,True,2.0,0
9000.0,False,False,True,True,0,9000.0,969.3,Alone,Service,2.0,M,False,CL,Home,0.005313,9282,191,741,1965,True,True,False,Core,2,2,2,17.0,True,True,0.07902706,0.63776535,0.58323795,True,0.0,0
14400.0,False,True,True,True,2,83538.0,4032.0,Alone,Service,2.0,M,False,CL,Home,0.025164,11466,1251,11436,1180,True,True,False,Managers,4,2,2,7.0,True,True,0.43538037,0.5186244,0.4920601,True,5.0,0
34200.0,False,False,True,True,0,51750.0,2292.3,Alone,Govt Job,1.0,M,False,CL,Home,0.01452,20593,9657,9101,4137,True,False,False,Laborers,2,2,3,12.0,True,True,0.7211708,0.41491455,0.29558265,True,0.0,0
6750.0,False,False,True,True,0,18000.0,900.0,Alone,Service,1.0,S,False,RL,Home,0.019101,7755,449,2614,430,True,False,False,Medicine,1,2,1,16.0,True,True,0.37563866,0.54129744,0.31391668,True,0.0,0
13500.0,True,True,True,False,0,90000.0,2903.4,Alone,Govt Job,2.0,M,False,CL,Home,0.04622,14481,2567,669,1929,True,False,False,Managers,2,1,6,16.0,True,True,0.6514653,0.7200763,0.15008518,True,0.0,0
9000.0,False,True,False,True,1,22752.0,1797.3,Relative,Service,1.0,M,False,CL,Home,0.031329,9760,1615,4545,2407,True,False,False,Laborers,3,2,4,11.0,True,True,0.36107057,0.26531175,0.068251155,True,2.0,1
13500.0,True,True,True,True,1,27494.1,2140.65,Alone,Service,1.0,M,False,CL,Home,0.018029,17598,870,11701,1133,True,False,False,Cooking,3,3,1,7.0,True,True,0.53388566,0.08653598,0.45432106,True,0.0,0
11700.0,True,True,False,True,0,26955.0,1475.1,Alone,Service,1.0,S,False,CL,Home,0.018634,10057,168,2675,1526,True,False,False,Sales,1,2,4,14.0,True,True,0.32836843,0.25112784,0.32016337,True,0.0,1
31500.0,True,False,True,True,1,109602.0,5609.25,Relative,Commercial,2.0,M,False,CL,Home,0.032561,9323,1232,9248,1953,True,False,True,Laborers,3,1,4,18.0,True,True,0.42152986,0.59750193,0.5954562,True,1.0,0
31500.0,False,True,False,True,0,58500.0,2925.0,Alone,Commercial,2.0,M,False,RL,Home,0.072508,18035,6474,1684,1582,True,False,True,Managers,2,1,2,13.0,True,True,0.69072753,0.7434035,0.7517237,True,0.0,0
17100.0,False,False,True,True,1,124747.2,5298.3,Relative,Service,1.0,M,False,CL,Home,0.006671,11033,1144,10978,2403,True,False,False,Sales,3,2,5,16.0,True,True,0.7125829,0.13329914,0.5531647,True,1.0,0
11250.0,True,False,False,True,1,22500.0,1817.1,Relative,Service,1.0,M,False,CL,Home,0.015221,14252,924,2468,5803,True,False,False,Managers,3,2,6,13.0,True,True,0.43022025,0.65722716,0.6561584,True,1.0,0
13500.0,False,False,True,False,0,32346.0,2515.95,Alone,Service,2.0,M,False,CL,Home,0.018029,14168,447,3145,3144,True,False,False,Sales,2,3,5,5.0,True,True,0.17903689,0.34522384,0.11612491,True,2.0,1
16200.0,True,False,False,True,0,51856.2,2507.85,Alone,Service,2.0,M,False,CL,Home,0.010147,15476,3423,7377,4766,True,False,False,Secretaries,2,2,4,9.0,True,True,0.64123374,0.6402018,0.6817059,True,8.0,0
11250.0,False,False,True,True,0,33750.0,1687.5,Alone,Service,1.0,M,False,RL,Home,0.010643,19264,475,3949,2820,True,False,False,Secretaries,2,2,3,17.0,True,True,0.77003276,0.67629874,0.6006575,True,1.0,0
18000.0,False,False,True,True,0,43849.35,2122.2,Alone,Service,2.0,M,False,CL,Home,0.009657,17791,427,5878,1273,True,False,False,Accountants,2,2,3,17.0,True,True,0.5807092,0.080903284,0.5937176,True,0.0,0
15750.0,False,False,False,True,0,55255.5,3098.25,Alone,Service,1.0,D,False,CL,Home,0.020246,18540,1534,7391,2089,True,False,False,Sales,1,3,1,13.0,True,True,0.6667072,0.5979594,0.24054141,True,2.0,0
16650.0,True,False,False,False,0,23985.0,2544.75,Alone,Commercial,2.0,S,False,CL,Shared,0.014464,9647,1568,2157,1079,True,False,False,Cooking,1,2,5,15.0,True,True,0.357268,0.6245509,0.5495965,True,0.0,1
22500.0,True,False,False,True,1,56967.3,2783.7,Relative,Service,2.0,M,False,CL,Home,0.02461,11122,681,772,2208,True,False,True,Sales,3,2,4,12.0,True,True,0.34778756,0.7286076,0.43296167,True,1.0,0
14400.0,False,True,True,True,0,90000.0,4595.4,Alone,Commercial,1.0,M,False,CL,Home,0.028663,14564,281,4898,4247,True,False,True,Cooking,2,2,3,14.0,True,True,0.48386306,0.6238071,0.6817059,True,3.0,1
24750.0,False,False,False,True,0,76974.3,5614.2,Alone,Service,1.0,M,False,CL,Home,0.005313,10033,630,2604,1301,True,False,False,Medicine,2,2,4,10.0,True,True,0.3402593,0.6407205,0.39621958,True,0.0,0
29250.0,True,False,True,False,0,81000.0,4050.0,Alone,nan,1.0,M,False,RL,Home,0.006207,10114,515,2305,2298,True,False,False,Laborers,2,2,5,13.0,True,True,0.19314678,0.529369,0.78383243,True,0.0,0
18000.0,True,False,True,True,2,24750.0,1237.5,Alone,Service,1.0,M,False,RL,Home,0.022625,13634,481,256,4560,True,False,False,Laborers,4,2,2,16.0,True,True,0.24855018,0.76032114,0.40661743,True,2.0,0
27000.0,True,True,True,True,0,54504.0,2553.75,Alone,Commercial,2.0,M,False,CL,Family,0.006671,16951,1437,2394,490,True,False,False,Managers,2,2,5,15.0,True,True,0.07899425,0.53827167,0.31703177,True,1.0,1
20250.0,False,False,True,True,1,45000.0,2310.75,Alone,Service,2.0,M,False,CL,Municipal,0.011657,14054,4612,4638,332,True,True,False,Managers,3,1,6,8.0,True,True,0.5428267,0.690047,0.5226973,True,2.0,0
15750.0,False,False,True,True,1,27000.0,1350.0,Alone,Govt Job,1.0,M,False,RL,Home,0.016612,13005,5148,6548,1466,True,False,False,Core,3,2,4,13.0,True,True,0.56624335,0.40907675,0.28371188,True,0.0,0
30600.0,True,False,True,False,1,98316.0,5502.6,Alone,Govt Job,1.0,M,False,CL,Municipal,0.072508,13333,6328,7419,2694,True,False,False,High skill tech,3,1,4,10.0,True,True,0.6524702,0.71788484,0.5406544,True,2.0,0
40500.0,False,False,False,True,0,171000.0,4523.85,Alone,Service,1.0,M,False,CL,Home,0.026392,17392,798,6104,930,True,False,True,Security,2,2,3,12.0,True,True,0.5138508,0.46063983,0.19747451,True,4.0,0
72000.0,True,True,False,True,0,44043.3,4994.1,Alone,Service,2.0,M,False,CL,Home,0.014464,19802,4926,7331,3274,True,False,False,Managers,2,2,6,5.0,True,True,0.6535337,0.5837879,0.11175637,True,1.0,0
18000.0,False,False,False,True,0,27000.0,1350.0,Alone,Commercial,1.0,W,False,RL,Home,0.031329,20568,2785,10336,4124,True,False,False,Drivers,1,2,6,11.0,True,True,0.5069944,0.5352431,0.28371188,True,2.0,0
15750.0,False,False,False,True,1,19808.55,2363.85,Alone,Service,1.0,M,False,CL,Home,0.010032,10921,117,4281,3399,True,True,True,Laborers,3,2,6,7.0,True,True,0.244926,0.49030483,0.5954562,True,1.0,0
20250.0,True,False,True,False,0,67500.0,5332.95,Alone,Service,1.0,M,False,CL,Home,0.020713,18886,884,5216,2232,True,False,False,Laborers,2,3,2,13.0,True,True,0.23381446,0.16966009,0.31391668,True,3.0,1
11250.0,False,True,False,True,0,20250.0,1012.5,Relative,Commercial,2.0,M,False,RL,Home,0.028663,10493,2883,4558,1312,True,False,False,Laborers,2,2,6,15.0,True,True,0.5717019,0.6329118,0.32965505,True,0.0,0
28350.0,False,True,True,True,0,176211.0,4661.1,Alone,Commercial,1.0,M,False,CL,Rental,0.04622,17323,227,5876,861,True,False,False,Managers,2,1,5,13.0,True,True,0.8393831,0.7619393,0.70018387,True,0.0,0
36000.0,False,False,True,True,0,25470.0,3035.7,Alone,Commercial,2.0,S,False,CL,Home,0.072508,10077,1203,4463,1972,True,False,False,Managers,1,1,2,15.0,True,True,0.31399885,0.585121,0.2091547,True,0.0,0
18000.0,False,True,True,False,0,65681.1,3576.15,Alone,Commercial,1.0,S,False,CL,Municipal,0.018801,16761,4534,3135,288,True,False,False,Sales,1,2,3,11.0,True,True,0.6547436,0.34726322,0.4632753,True,1.0,0
15750.0,True,False,True,False,2,108000.0,3496.95,Relative,Service,1.0,M,False,CL,Home,0.025164,13471,6047,4106,1513,True,False,False,Medicine,4,2,2,12.0,True,True,0.72223955,0.19426645,0.2636468,True,9.0,1
24750.0,True,True,True,True,0,67500.0,1986.75,Alone,Service,2.0,S,False,CL,Home,0.026392,16126,4742,2199,4808,True,False,True,Core,1,2,4,17.0,True,True,0.5637623,0.68499684,0.41534716,True,2.0,0
15750.0,True,False,False,True,0,152820.0,5324.85,Relative,Govt Job,2.0,M,False,CL,Home,0.00496,18811,8240,581,2342,True,False,False,Core,2,2,3,10.0,True,True,0.80584913,0.64995927,0.6690567,True,1.0,0
36000.0,False,False,True,True,0,65160.0,2883.15,Alone,nan,1.0,M,False,CL,Home,0.014464,19144,8647,249,2678,True,False,False,Accountants,2,2,6,6.0,True,True,0.6876943,0.7167586,0.5118918,True,1.0,0
14400.0,False,False,False,False,0,22500.0,1804.05,Alone,Service,2.0,S,False,CL,Home,0.005313,9710,2149,5018,2382,True,True,True,Laborers,1,2,3,17.0,True,True,0.4834944,0.6264462,0.7136314,True,1.0,0
13500.0,False,True,False,False,1,18338.4,1826.55,Relative,Commercial,2.0,M,False,CL,Home,0.006852,12623,4113,6222,2369,True,False,False,Sales,3,3,1,8.0,True,True,0.74381256,0.34474453,0.10822632,True,1.0,0
11250.0,False,True,False,False,0,29713.05,1530.0,Alone,Commercial,1.0,M,False,CL,Family,0.018634,12587,409,6276,4901,True,True,False,Laborers,2,2,6,17.0,True,True,0.33902416,0.6479766,0.7136314,True,0.0,0
7650.0,False,True,False,True,2,31276.8,2237.4,Relative,Service,1.0,M,False,CL,Home,0.018029,11766,1958,2539,4309,True,False,False,Sales,4,2,6,11.0,True,True,0.46630692,0.40090397,0.80274546,True,3.0,0
12150.0,False,False,True,True,0,64692.0,2519.55,Others,Commercial,2.0,S,False,CL,Home,0.031329,8808,130,3658,1479,True,False,True,Core,1,2,6,10.0,True,True,0.16454801,0.6572173,0.6785677,True,0.0,0
6750.0,False,False,True,False,0,80865.0,2608.65,Alone,Govt Job,1.0,M,False,CL,Home,0.003813,19315,1910,5568,2866,True,False,False,Core,2,2,1,9.0,True,True,0.7696569,0.22591741,0.4382814,True,1.0,0
11250.0,False,True,False,True,0,45450.0,1479.15,Alone,Service,1.0,S,False,CL,Home,0.028663,17841,1408,3193,1389,True,False,True,Laborers,1,2,6,8.0,True,True,0.38951012,0.6172574,0.13510601,True,3.0,0
11250.0,False,False,True,True,0,29250.0,2358.0,Others,Commercial,2.0,S,False,CL,Home,0.015221,10221,204,5941,2885,True,False,False,Managers,1,2,3,12.0,True,True,0.4904993,0.33930182,0.5691488,True,1.0,0
13500.0,False,False,True,True,0,100692.0,4006.35,Alone,Govt Job,1.0,D,False,CL,Home,0.032561,18919,866,8494,2450,True,False,True,Medicine,1,1,5,15.0,True,True,0.7682844,0.71623886,0.8128226,True,1.0,0
19350.0,True,True,True,False,0,22500.0,1790.55,Alone,Commercial,2.0,S,False,CL,Family,0.072508,9320,660,4162,1985,True,False,True,Sales,1,1,5,11.0,True,True,0.39620632,0.5493164,0.5691488,True,2.0,0
15750.0,False,True,True,True,1,112500.0,3302.55,Alone,Commercial,1.0,S,False,CL,Home,0.030755,13182,229,6991,4199,True,True,True,Core,2,2,1,11.0,True,True,0.7059702,0.56854343,0.3825018,True,0.0,0
11250.0,False,True,True,True,0,135000.0,6750.0,Others,Service,2.0,S,False,RL,Home,0.028663,8325,429,3247,986,True,True,True,Sales,1,2,4,14.0,True,True,0.39628455,0.68826693,0.53707,True,0.0,0
20250.0,False,False,False,True,0,56387.7,2496.6,Relative,nan,1.0,W,False,CL,Home,0.01885,23048,6629,8555,4670,True,False,False,Cleaning,1,2,3,12.0,True,True,0.84977967,0.6716379,0.5971924,True,3.0,0
18000.0,False,True,False,True,0,37692.0,1673.1,Alone,Commercial,1.0,S,False,CL,Home,0.006008,17876,2129,1492,1428,True,False,False,Sales,1,2,2,11.0,True,True,0.74661875,0.652165,0.7394118,True,2.0,0
15750.0,True,True,True,True,0,15282.0,1617.75,Alone,Commercial,1.0,M,False,CL,Home,0.011703,9941,1990,2395,2395,True,False,False,Drivers,2,2,4,16.0,True,True,0.7364323,0.43155146,0.2881296,True,2.0,0
45000.0,True,True,False,False,1,67500.0,3375.0,Relative,Govt Job,2.0,M,False,RL,Office,0.006852,16588,9212,2338,3,True,False,False,Core,3,3,1,4.0,True,True,0.5562613,0.66893154,0.8633634,True,0.0,0
20250.0,False,False,False,True,0,61033.5,2029.95,Alone,Service,1.0,D,False,CL,Home,0.008019,18244,2419,12297,1785,True,False,False,Laborers,1,2,1,13.0,True,True,0.35665524,0.51926315,0.5902333,True,1.0,0
31500.0,True,False,True,True,0,49049.55,4670.1,Alone,nan,2.0,M,False,CL,Home,0.018801,15159,6705,8423,5059,True,False,False,Managers,2,2,3,7.0,True,True,0.56346667,0.568581,0.52629495,True,2.0,0
9000.0,False,False,True,False,2,59301.0,1926.0,Alone,Govt Job,1.0,M,False,CL,Municipal,0.010032,15019,7869,6363,966,True,True,False,Cooking,4,2,2,4.0,True,True,0.55518097,0.6037387,0.66102356,True,0.0,0
45000.0,True,True,True,True,1,45000.0,3020.4,Alone,Service,2.0,M,False,CL,Home,0.04622,10042,2630,4650,2223,True,True,True,Accountants,3,1,1,10.0,True,True,0.53724086,0.7457159,0.79813725,True,2.0,0
18000.0,False,True,False,True,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.025164,11938,2087,2307,3961,True,False,False,Sales,3,2,2,8.0,True,True,0.4605283,0.5525841,0.5691488,True,0.0,0
40500.0,False,False,True,False,0,131211.0,5942.25,Alone,Govt Job,2.0,M,False,CL,Home,0.032561,20403,140,1726,3732,True,False,False,Managers,2,1,4,19.0,True,True,0.82340753,0.7749559,0.37064964,True,3.0,0
6525.0,False,False,False,True,1,13628.7,752.4,Kids,Service,1.0,M,False,CL,Municipal,0.020246,13634,754,4482,4482,True,False,True,Sales,3,3,3,13.0,True,True,0.53011787,0.48921192,0.45789954,True,4.0,1
22500.0,True,True,False,True,1,135000.0,3960.45,Partner,Commercial,1.0,M,False,CL,Home,0.005084,11823,796,5924,3539,True,False,False,Laborers,3,2,5,14.0,True,True,0.63907737,0.5867815,0.8297501,True,1.0,0
11700.0,True,False,True,True,2,57340.8,2771.55,Alone,Service,1.0,M,False,CL,Home,0.010966,9720,2057,318,1361,True,False,False,Sales,4,2,5,11.0,True,True,0.4898697,0.6213561,0.6528965,True,4.0,0
20250.0,False,False,True,False,0,45000.0,1906.65,Alone,Govt Job,1.0,D,False,CL,Home,0.04622,15718,1997,7487,4314,True,False,True,Medicine,1,1,1,10.0,True,True,0.7752824,0.734094,0.6127042,True,1.0,0
18000.0,False,True,True,True,0,125640.0,4065.75,Alone,Commercial,1.0,S,False,CL,Home,0.072508,12049,579,6105,1,True,False,False,Core,1,1,3,12.0,True,True,0.28678307,0.6473478,0.5620605,True,8.0,0
13500.0,False,False,True,True,1,38109.6,2448.45,Relative,Service,2.0,D,False,CL,Home,0.00702,10153,599,9635,2027,True,False,False,Sales,2,2,1,14.0,True,True,0.4516826,0.7667406,0.63303167,True,1.0,0
13500.0,False,False,False,True,1,30564.0,3144.6,Alone,Service,1.0,M,False,CL,Home,0.072508,14740,1088,7664,2974,True,False,False,Sales,3,1,3,14.0,True,True,0.41485843,0.60646635,0.8083936,True,4.0,0
13500.0,False,False,True,True,1,33750.0,1687.5,Alone,Service,2.0,W,False,RL,Home,0.0228,12411,740,2581,3835,True,True,True,Laborers,2,2,1,17.0,True,True,0.31653297,0.6920126,0.54423475,True,0.0,0
13500.0,False,True,True,True,1,62553.6,2524.5,Alone,Commercial,1.0,M,False,CL,Family,0.018801,12689,3256,6828,5076,True,False,False,Laborers,3,2,5,7.0,True,True,0.507043,0.5853598,0.7517237,True,3.0,0
11250.0,False,True,False,True,1,54000.0,2300.85,Partner,Service,2.0,M,False,CL,Home,0.026392,13956,4295,7622,1062,True,True,True,Sales,3,2,4,16.0,True,True,0.71886134,0.5716519,0.31859553,True,0.0,0
18000.0,False,False,True,True,0,130381.2,3598.2,Alone,Commercial,2.0,M,False,CL,Home,0.016612,19304,9525,177,2844,True,False,False,Core,2,2,4,9.0,True,True,0.65330553,0.57171077,0.59197664,True,2.0,0
18000.0,False,True,False,True,0,16810.2,1823.4,Alone,Service,2.0,S,False,CL,Home,0.04622,15319,4540,4495,4811,True,False,False,Core,1,1,6,17.0,True,True,0.5730022,0.7201689,0.48845518,True,0.0,1
22500.0,False,True,True,True,1,145409.4,4264.65,Alone,Commercial,2.0,M,False,CL,Home,0.010032,12898,986,9338,4879,True,False,False,Sales,3,2,3,11.0,True,True,0.589109,0.6649095,0.8193177,True,3.0,0
11250.0,True,False,True,True,0,28440.0,1913.4,Alone,Service,1.0,S,False,CL,Rental,0.019689,10117,1567,511,1302,True,False,False,Low-skill Laborers,1,2,2,13.0,True,True,0.092547,0.024338283,0.27500036,True,6.0,1
67500.0,True,False,False,True,1,197107.2,6864.3,Alone,Commercial,2.0,M,False,CL,Home,0.030755,15995,5332,4964,4433,True,False,False,Drivers,3,2,3,11.0,True,True,0.6554886,0.6461338,0.44005784,True,0.0,0
27000.0,False,False,True,False,0,94050.0,6416.55,Alone,Commercial,2.0,M,False,CL,Home,0.026392,13991,4701,7756,4663,True,False,False,Core,2,2,5,18.0,True,True,0.66380763,0.72706544,0.63970757,True,3.0,0
24750.0,False,True,True,True,0,113374.8,3327.75,Alone,Commercial,1.0,D,False,CL,Home,0.018029,19672,11600,1325,3213,True,False,False,Core,1,3,4,9.0,True,True,0.54032266,0.64951634,0.44896227,True,1.0,0
15750.0,False,False,False,True,0,125568.0,4162.95,Relative,Service,1.0,M,False,CL,Home,0.035792,18808,2433,7239,2345,True,False,False,Laborers,2,2,6,14.0,True,True,0.6324228,0.7876204,0.75839305,True,0.0,0
20250.0,False,True,True,True,0,36146.25,1858.5,Alone,Service,1.0,M,False,CL,Home,0.00733,15717,1374,98,2780,True,False,False,Laborers,2,2,5,12.0,True,True,0.40511262,0.59898406,0.41010258,True,3.0,0
13500.0,True,False,True,False,0,25109.1,2323.35,Alone,Service,2.0,M,False,CL,Home,0.008019,20159,1299,1210,3159,True,False,False,High skill tech,2,2,6,14.0,True,True,0.8206648,0.5789448,0.70470643,True,0.0,0
13500.0,False,True,False,True,0,84874.5,3751.65,Alone,Service,1.0,S,False,CL,Home,0.031329,17793,652,57,1259,True,False,False,Sales,1,2,2,14.0,True,True,0.51871395,0.55506974,0.69409263,True,5.0,0
9000.0,True,False,True,True,1,25470.0,2715.3,Alone,Service,1.0,M,False,CL,Home,0.020713,9995,408,1407,1660,True,False,False,Cooking,3,3,3,6.0,True,True,0.26009363,0.53855973,0.56560796,True,0.0,0
9000.0,False,False,True,True,1,36972.0,2934.0,Alone,Commercial,1.0,D,False,CL,Home,0.022625,10119,533,4050,2537,True,False,False,Laborers,2,2,6,15.0,True,True,0.4205473,0.7338592,0.7713616,True,4.0,0
18000.0,True,False,True,False,1,24750.0,1237.5,Alone,Service,2.0,M,False,RL,Home,0.019689,11016,2538,2126,2219,True,False,False,Core,3,2,3,11.0,True,True,0.34786376,0.625371,0.6109913,True,0.0,0
22500.0,True,False,True,True,1,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.010147,12567,2588,1402,4479,True,False,False,Core,3,2,4,12.0,True,True,0.35548377,0.578193,0.7421816,True,0.0,0
22500.0,False,False,False,True,0,67500.0,2690.1,Alone,Commercial,1.0,D,False,CL,Shared,0.026392,17720,1704,4914,1136,True,False,False,Managers,1,2,5,11.0,True,True,0.38916758,0.64376026,0.5531647,True,1.0,0
9900.0,False,False,True,False,0,51206.4,2503.35,Alone,nan,2.0,S,False,CL,Family,0.009657,9036,290,7734,1658,True,False,True,Sales,1,2,2,13.0,True,True,0.56618035,0.50482357,0.32331124,True,4.0,0
67500.0,True,True,False,True,0,139455.0,13460.4,Alone,Commercial,2.0,M,False,CL,Home,0.072508,20047,499,8161,3562,True,True,True,Managers,2,1,2,15.0,True,True,0.8006272,0.70415574,0.6109913,True,2.0,0
15750.0,True,False,True,True,1,22500.0,1125.0,Kids,Service,2.0,M,False,RL,Home,0.010276,14726,3528,1171,4484,True,True,False,Managers,3,2,6,18.0,True,True,0.7976176,0.7176944,0.62461466,True,0.0,0
16650.0,True,False,True,False,0,27000.0,1879.2,Alone,Service,2.0,S,False,CL,Family,0.028663,9620,1547,4051,2169,True,False,False,Core,1,2,3,15.0,True,True,0.16796649,0.69969034,0.5064842,True,2.0,0
26100.0,False,False,True,False,1,13553.1,1472.4,Alone,Govt Job,1.0,M,False,CL,Rental,0.014464,8583,1279,332,1056,True,False,False,Core,3,2,4,6.0,True,True,0.21213576,0.24316573,0.28078958,True,1.0,0
27000.0,True,False,True,False,1,107820.0,3491.1,Alone,Commercial,1.0,M,False,CL,Home,0.072508,17757,3200,4486,1263,True,False,True,Managers,3,1,1,13.0,True,True,0.63671505,0.73916364,0.66745776,True,5.0,0
27000.0,False,True,False,True,2,47376.0,4396.95,Relative,Commercial,2.0,M,False,CL,Home,0.04622,12953,1780,6809,5003,True,False,False,Sales,4,1,3,20.0,True,True,0.29658955,0.6961358,0.46686402,True,1.0,0
9000.0,False,False,False,False,0,17829.0,1933.2,Alone,Commercial,1.0,S,False,CL,Family,0.016612,11301,1670,5182,3737,True,False,False,Cooking,1,2,3,12.0,True,True,0.25657094,0.62403286,0.8160924,True,3.0,0
11250.0,False,False,True,False,0,13500.0,675.0,Relative,Service,1.0,M,False,RL,Home,0.025164,15067,8302,6704,4930,True,False,False,Medicine,2,2,0,10.0,True,True,0.6484184,0.3417277,0.5567274,True,1.0,0
11700.0,False,True,False,True,0,27106.65,1483.2,Relative,Service,1.0,M,False,CL,Home,0.025164,11978,944,337,3322,True,False,False,High skill tech,2,2,2,11.0,True,True,0.2673346,0.15426542,0.58674,True,6.0,0
13950.0,False,False,True,True,0,18846.0,842.85,Alone,Service,1.0,W,False,CL,Home,0.008575,15183,443,7199,2338,True,False,False,Private service,1,2,4,18.0,True,True,0.68184996,0.7359382,0.5513813,True,3.0,0
11250.0,True,False,True,True,0,79083.0,5297.85,Alone,Service,2.0,M,False,CL,Home,0.031329,9533,751,1632,2079,True,False,False,Core,2,2,3,9.0,True,True,0.5979375,0.41066882,0.52809274,True,4.0,0
31500.0,True,False,True,False,1,56880.0,1642.95,Alone,Govt Job,1.0,M,False,CL,Home,0.072508,13220,485,7349,4745,True,False,True,Drivers,3,1,2,15.0,True,True,0.43155554,0.62753046,0.44896227,True,0.0,0
31500.0,False,False,False,True,0,54000.0,2597.85,Partner,Service,1.0,M,False,CL,Home,0.026392,10219,673,9143,2713,True,False,True,Laborers,2,2,3,14.0,True,True,0.1599798,0.751461,0.44183582,True,0.0,0
36000.0,False,False,False,True,0,67950.0,3620.25,Alone,Service,2.0,M,False,CL,Home,0.072508,16815,3762,5663,366,True,True,True,High skill tech,2,1,3,11.0,True,True,0.5507584,0.56560147,0.42236966,True,4.0,0
23850.0,False,False,True,False,0,80798.4,4117.5,Alone,Commercial,1.0,S,False,CL,Home,0.032561,15695,1086,7435,3495,True,False,True,Laborers,1,1,2,10.0,True,True,0.32734382,0.6757288,0.46686402,True,0.0,0
27000.0,False,False,True,True,0,116953.2,4213.8,Alone,Govt Job,1.0,W,False,CL,Home,0.072508,20303,1118,2208,3065,True,False,False,Managers,1,1,5,14.0,True,True,0.65560836,0.7294888,0.1585549,True,2.0,0
11250.0,True,False,True,False,0,42300.0,1351.8,Others,Commercial,1.0,M,False,CL,Home,0.018209,10720,401,252,3347,True,False,False,Drivers,2,3,1,14.0,True,True,0.15864085,0.6728039,0.5460232,True,2.0,0
13500.0,True,False,True,True,2,47384.1,3041.1,Alone,Service,1.0,M,False,CL,Home,0.010147,11021,3298,286,3270,True,False,False,Sales,4,2,4,14.0,True,True,0.36512214,0.4835907,0.157595,True,1.0,0
13500.0,False,False,True,True,0,122301.0,4863.15,Alone,Commercial,1.0,S,False,CL,Home,0.007114,12742,2795,6648,3813,True,False,True,Sales,1,2,3,12.0,True,True,0.46738058,0.26205534,0.84258926,True,0.0,0
11250.0,False,False,False,True,1,45000.0,2441.25,Alone,Commercial,1.0,M,False,CL,Family,0.018209,11027,166,475,1589,True,False,False,Sales,3,3,1,12.0,True,True,0.27094075,0.67108303,0.66263777,True,3.0,0
20250.0,True,True,False,True,0,57600.0,2953.8,Relative,Service,1.0,M,False,CL,Home,0.025164,17932,3835,12046,1475,True,False,False,Sales,2,2,2,14.0,True,True,0.60934484,0.35359472,0.5208976,True,0.0,0
11250.0,False,False,True,True,0,56139.3,2029.5,Alone,Commercial,1.0,M,False,CL,Home,0.04622,13942,84,7892,4826,True,True,False,Laborers,2,1,0,14.0,True,True,0.78204006,0.7179955,0.6144144,True,0.0,0
18000.0,True,True,False,True,0,76022.55,3028.05,Relative,Service,1.0,M,False,CL,Home,0.020713,15567,2470,2132,4539,True,False,False,Laborers,2,2,1,9.0,True,True,0.6658797,0.5712609,0.7032033,True,1.0,0
13500.0,True,True,False,True,1,27000.0,2670.3,Alone,Commercial,2.0,M,False,CL,Home,0.018801,11411,4175,6004,2981,True,False,False,Core,3,2,3,9.0,True,True,0.62273365,0.5895835,0.38762534,True,4.0,0
9000.0,True,False,True,True,1,25373.7,2705.4,Alone,Service,2.0,S,False,CL,Home,0.022625,12699,481,145,5088,True,False,False,Sales,2,2,1,11.0,True,True,0.7277487,0.28317788,0.2091547,True,2.0,0
22500.0,False,False,False,True,1,78192.0,4254.75,Alone,Commercial,2.0,M,False,CL,Home,0.031329,10219,1205,763,2866,True,False,False,Managers,3,2,5,16.0,True,True,0.29064593,0.51131094,0.2707074,True,0.0,0
11250.0,False,True,False,True,0,74127.6,2404.35,Partner,Commercial,2.0,M,False,CL,Home,0.019689,20290,3150,236,3551,True,False,False,Managers,2,2,3,17.0,True,True,0.5277216,0.74381626,0.63637614,True,4.0,0
15750.0,False,False,False,False,0,52868.7,2006.1,Relative,Service,1.0,M,False,CL,Home,0.02461,17163,1694,6327,714,True,True,False,Sales,2,2,4,10.0,True,True,0.7608816,0.6181508,0.5316861,True,3.0,0
11250.0,True,False,True,False,0,80865.0,2460.15,Alone,nan,1.0,M,False,CL,Home,0.031329,16074,1212,10205,4333,True,True,False,Accountants,2,2,3,10.0,True,True,0.61914045,0.4592167,0.5620605,True,0.0,1
27450.0,False,False,False,True,1,112950.0,4492.35,Alone,Service,1.0,M,False,CL,Home,0.0228,12862,548,2749,4050,True,False,False,Laborers,3,2,1,14.0,True,True,0.28640175,0.27195358,0.47764915,True,0.0,0
20250.0,True,True,True,False,0,106159.95,3117.15,Alone,Service,1.0,M,False,CL,Home,0.025164,17662,1147,3435,1170,True,False,False,Sales,2,2,6,13.0,True,True,0.6714026,0.6828649,0.39277387,True,0.0,0
15300.0,True,False,False,False,1,157500.0,4154.85,Alone,Service,2.0,M,False,CL,Home,0.018634,15690,7037,4027,2154,True,True,True,Core,3,2,2,18.0,True,True,0.68573177,0.36499086,0.50287825,True,1.0,0
19350.0,False,True,False,False,1,33831.45,3565.35,Alone,Service,1.0,M,False,CL,Home,0.010032,15038,3174,1428,4089,True,False,False,Core,3,2,2,6.0,True,True,0.54248446,0.26838344,0.53707,True,0.0,0
27000.0,True,True,False,True,1,95353.65,4053.15,Alone,Service,2.0,M,False,CL,Home,0.020246,13056,3955,2028,5146,True,False,False,Security,3,3,2,10.0,True,True,0.6376693,0.45299459,0.39794633,True,5.0,0
12600.0,True,False,True,True,1,13500.0,675.0,Relative,Service,1.0,M,False,RL,Home,0.008625,16330,990,5437,3981,True,True,True,Laborers,3,2,0,17.0,True,True,0.5467966,0.6454335,0.7688076,True,4.0,0
11250.0,True,True,False,True,0,31405.5,1716.75,Alone,Commercial,2.0,S,False,CL,Home,0.031329,10911,594,6381,3548,True,False,False,Sales,1,2,2,10.0,True,True,0.18692254,0.59411055,0.63970757,True,2.0,0
7650.0,False,True,False,True,0,63000.0,2668.95,Relative,Service,1.0,M,False,CL,Home,0.010276,18423,154,1328,1956,True,True,True,Sales,2,2,6,10.0,True,True,0.610512,0.68513834,0.6754133,True,1.0,0
45000.0,False,False,True,True,2,67500.0,3247.2,Relative,Commercial,2.0,M,False,CL,Home,0.019101,12238,2187,6115,2395,True,True,True,Managers,4,2,0,11.0,True,True,0.16182485,0.69173294,0.3062023,True,0.0,0
13500.0,False,True,True,False,0,36000.0,1899.9,Alone,Service,2.0,M,False,CL,Home,0.008019,19685,3804,8714,3205,True,False,True,Realty agents,2,2,6,15.0,True,True,0.78394306,0.55598766,0.7106744,True,0.0,0
13500.0,True,False,False,False,0,64008.0,3126.15,Relative,Service,1.0,M,False,CL,Municipal,0.00733,20659,1227,4754,4200,True,False,False,Laborers,2,2,3,17.0,True,True,0.49568924,0.32505602,0.6769925,True,7.0,0
45000.0,False,True,True,True,0,94858.2,2786.4,Alone,Service,1.0,M,False,CL,Municipal,0.006629,17862,3133,8551,1244,True,False,False,Laborers,2,2,0,9.0,True,True,0.46407697,0.14038002,0.48124933,True,6.0,0
9000.0,False,False,False,True,0,75384.0,2431.8,Alone,Service,1.0,S,False,CL,Home,0.016612,12075,3232,6188,4312,True,False,True,Sales,1,2,4,13.0,True,True,0.30053812,0.6707354,0.5744466,True,2.0,0
11700.0,False,True,False,True,0,35553.6,1660.5,Alone,Service,1.0,S,False,CL,Family,0.011657,12596,706,4664,4664,True,False,False,Security,1,1,4,12.0,True,True,0.14838648,0.56928355,0.13342926,True,2.0,1
27000.0,False,False,True,True,0,102373.2,6983.1,Alone,Govt Job,2.0,M,False,CL,Municipal,0.072508,16792,3308,10867,330,True,False,True,Core,2,1,5,11.0,True,True,0.90162283,0.7073346,0.7490217,True,6.0,0
13500.0,True,False,True,False,0,44776.8,4822.2,Alone,Service,1.0,M,False,CL,Home,0.003069,12912,2076,2,5003,True,False,False,Laborers,2,3,0,16.0,True,True,0.2572544,0.6969216,0.60927564,True,3.0,0
21600.0,True,True,True,True,1,78192.0,4254.75,Relative,Commercial,1.0,M,False,CL,Home,0.010032,11658,118,5095,4229,True,False,False,Drivers,3,2,3,3.0,True,True,0.11146012,0.4693492,0.4902575,True,1.0,0
54000.0,True,True,True,False,1,171176.4,4515.3,Alone,Service,2.0,M,False,CL,Home,0.019689,20020,3748,8657,3000,True,True,True,Managers,3,2,1,19.0,True,True,0.8145475,0.41199785,0.62630427,True,2.0,0
6750.0,False,False,False,True,0,55777.05,2860.65,Alone,Service,1.0,M,False,CL,Home,0.022625,15408,1726,3300,3308,True,False,False,Laborers,2,2,1,13.0,True,True,0.44169426,0.57320404,0.59197664,True,1.0,0
36000.0,True,False,True,True,1,146761.2,5833.35,Relative,Commercial,2.0,M,False,CL,Family,0.04622,11255,1198,4706,3423,True,False,False,Accountants,3,1,4,19.0,True,True,0.66130763,0.7851888,0.43473324,True,3.0,0
18000.0,False,True,True,True,1,91647.0,2692.8,Alone,Service,1.0,M,False,CL,Home,0.02461,13718,1073,4626,4649,True,False,True,Sales,3,2,2,12.0,True,True,0.39461932,0.6595044,0.344155,True,1.0,0
14850.0,True,True,True,True,0,63000.0,3430.8,Alone,Service,1.0,M,False,CL,Home,0.028663,15685,619,8301,4383,True,False,True,High skill tech,2,2,4,12.0,True,True,0.16041505,0.578001,0.23922628,True,2.0,0
22500.0,False,False,True,False,0,90000.0,2644.65,Alone,Commercial,1.0,M,False,CL,Home,0.026392,16639,6669,1286,202,True,False,False,Medicine,2,2,1,20.0,True,True,0.56140214,0.69507545,0.6594055,True,1.0,0
11250.0,True,False,False,True,0,105750.0,3105.0,Alone,Service,2.0,M,False,CL,Home,0.015221,14475,3834,3581,4568,True,False,False,Sales,2,2,0,12.0,True,True,0.51215255,0.22247909,0.5064842,True,1.0,0
13500.0,False,False,False,True,2,60543.9,2925.45,Alone,Service,1.0,M,False,CL,Home,0.016612,13780,1616,2392,61,True,False,True,Sales,4,2,0,12.0,True,True,0.5893486,0.3153557,0.6956219,True,1.0,0
9000.0,False,False,False,True,0,10188.0,1005.3,Alone,Commercial,1.0,S,False,CL,Home,0.014464,22686,1595,9427,4998,True,False,False,Cleaning,1,2,3,3.0,True,True,0.7849281,0.42843747,0.69409263,True,1.0,0
18000.0,True,False,False,True,0,58500.0,2925.0,Alone,Commercial,2.0,M,False,RL,Home,0.009175,19124,1292,8749,2681,True,True,True,Core,2,2,4,12.0,True,True,0.7709722,0.77742517,0.13937578,True,1.0,0
20250.0,False,False,True,False,0,45450.0,4427.55,Alone,Commercial,2.0,M,False,CL,Home,0.007305,12809,2159,2608,3482,True,True,True,Accountants,2,3,5,14.0,True,True,0.8916327,0.75515896,0.7062051,True,4.0,0
18000.0,False,False,False,True,0,18000.0,900.0,Alone,Commercial,2.0,S,False,RL,Home,0.072508,9833,965,4522,2342,True,False,False,Core,1,1,5,13.0,True,True,0.20486586,0.61832625,0.28224844,True,0.0,0
15750.0,True,False,False,False,1,26488.8,3156.3,Alone,Service,1.0,M,False,CL,Family,0.0228,9232,652,700,1531,True,False,False,Drivers,3,2,2,17.0,True,True,0.1849024,0.09451409,0.45074728,True,0.0,0
13500.0,False,False,True,True,0,83560.5,2407.5,Alone,Commercial,1.0,M,False,CL,Home,0.025164,22569,880,3703,4351,True,False,True,Laborers,2,2,5,8.0,True,True,0.79836285,0.54127574,0.72094417,True,1.0,0
13500.0,True,False,False,True,0,64008.0,3126.15,Relative,Service,1.0,M,False,CL,Home,0.008625,10782,784,3732,516,True,False,False,Laborers,2,2,3,13.0,True,True,0.3362763,0.62444323,0.5316861,True,3.0,0
18000.0,True,False,True,True,2,92186.1,2708.55,Alone,Commercial,1.0,M,False,CL,Home,0.035792,12723,172,6862,5307,True,False,False,High skill tech,4,2,6,18.0,True,True,0.62323815,0.6961358,0.27356467,True,6.0,0
9000.0,False,True,True,False,2,80865.0,2621.7,Relative,Service,1.0,D,False,CL,Home,0.0105,10784,3690,5526,3455,True,False,False,Cooking,3,3,5,9.0,True,True,0.34727442,0.39243135,0.45969045,True,0.0,0
10350.0,False,False,True,True,0,94230.0,2767.95,Alone,Service,0.0,S,False,CL,Home,0.020713,20363,188,1266,2548,True,False,False,Cleaning,1,2,5,9.0,True,True,0.36409822,0.7274515,0.6041126,True,1.0,0
27000.0,False,False,False,True,0,201384.0,5325.3,Alone,Service,2.0,D,False,CL,Home,0.009175,16599,2111,3645,129,True,False,False,High skill tech,1,2,1,9.0,True,True,0.609469,0.7555146,0.53707,True,3.0,0
17100.0,False,False,False,True,0,67500.0,2628.45,Alone,Service,1.0,S,False,CL,Home,0.022625,11139,3945,3952,3805,True,False,False,Laborers,1,2,1,14.0,True,True,0.15986224,0.7346187,0.41184855,True,5.0,0
9900.0,False,True,True,False,1,128835.0,3411.45,Alone,Service,1.0,M,False,CL,Home,0.031329,15448,8140,4460,4657,True,True,True,Laborers,3,2,1,15.0,True,True,0.72707736,0.6888906,0.7032033,True,1.0,0
27000.0,True,True,True,False,0,90000.0,4067.1,Alone,Service,1.0,M,False,CL,Home,0.032561,14828,2630,4518,5413,True,True,False,Managers,2,1,3,16.0,True,True,0.3014848,0.6700154,0.74079907,True,0.0,1
33750.0,True,False,True,True,0,231601.05,7034.85,Alone,Govt Job,2.0,M,False,CL,Home,0.04622,16469,2992,4070,16,True,False,True,Core,2,1,1,16.0,True,True,0.690346,0.76151854,0.53348166,True,3.0,0
11250.0,True,True,False,True,1,26368.65,2810.7,Relative,Service,1.0,M,False,CL,Home,0.025164,11788,2796,465,1179,True,False,False,Laborers,3,2,0,13.0,True,True,0.15265864,0.65360713,0.61782616,True,0.0,0
18000.0,True,False,True,True,0,47404.8,2494.8,Alone,Commercial,1.0,M,False,CL,Home,0.007274,13939,109,2404,2404,True,False,True,Drivers,2,2,1,16.0,True,True,0.33155197,0.23057431,0.40835884,True,8.0,0
13500.0,True,False,False,True,0,49752.0,3252.15,Alone,Service,1.0,S,False,CL,Home,0.020713,8472,1364,3222,1164,True,True,True,Laborers,1,3,5,9.0,True,True,0.17242177,0.23210639,0.2636468,True,3.0,0
15750.0,False,False,True,True,0,45450.0,3062.7,Partner,Service,1.0,M,False,CL,Home,0.009549,17911,5883,9687,1440,True,True,True,Managers,2,2,0,15.0,True,True,0.7593051,0.6430277,0.4758499,True,0.0,0
20250.0,True,False,True,True,0,157500.0,4344.3,Alone,Service,1.0,M,False,CL,Home,0.018801,18734,3006,728,2233,True,False,False,Laborers,2,2,5,12.0,True,True,0.40427357,0.21558191,0.5937176,True,0.0,0
10350.0,False,True,True,True,1,24798.6,1265.85,Kids,nan,1.0,W,False,CL,Home,0.019689,13704,1541,3382,4390,True,False,False,Core,2,2,2,15.0,True,True,0.5767244,0.4392923,0.5100895,True,0.0,0
18000.0,False,False,True,False,1,81943.2,2408.85,Relative,nan,2.0,M,False,CL,Home,0.022625,11630,3769,5370,4297,True,False,False,Laborers,3,2,3,10.0,True,True,0.6258891,0.47213867,0.2009261,True,4.0,0
10350.0,True,False,False,True,2,45000.0,2250.0,Alone,Commercial,2.0,M,False,RL,Home,0.026392,13449,1947,7509,3462,True,False,False,Managers,4,2,1,11.0,True,True,0.75439584,0.6965473,0.6075573,True,2.0,0
24750.0,False,True,False,True,0,84874.5,4617.45,Alone,Service,2.0,M,False,CL,Home,0.007305,14595,1025,1238,1500,True,False,False,Sales,2,3,3,11.0,True,True,0.41334862,0.30985332,0.33125088,True,4.0,1
20250.0,False,False,True,False,0,90000.0,2631.6,Alone,Commercial,1.0,M,False,CL,Home,0.035792,13480,2783,52,1740,True,True,True,Sales,2,2,5,17.0,True,True,0.7622908,0.5438591,0.391055,True,2.0,0
13500.0,False,False,False,True,1,131211.0,5572.35,Relative,Service,1.0,M,False,CL,Home,0.010006,17190,1737,2632,656,True,False,False,Sales,3,2,3,13.0,True,True,0.7859872,0.19304399,0.37571102,True,0.0,0
22500.0,True,False,True,False,0,222025.95,6118.65,Alone,Commercial,1.0,M,False,CL,Home,0.072508,16704,1343,9054,10,True,False,False,High skill tech,2,1,3,10.0,True,True,0.7077304,0.70514333,0.79813725,True,0.0,0
13500.0,True,True,True,False,0,38851.2,2763.0,Alone,Commercial,1.0,M,False,CL,Municipal,0.011657,19833,3499,5641,3385,True,True,True,Sales,2,1,0,19.0,True,True,0.84465754,0.7921496,0.25123945,True,2.0,0
13500.0,True,False,True,True,2,113850.0,3328.65,Alone,Commercial,2.0,M,False,CL,Home,0.005002,14023,4242,4968,5004,True,False,True,Managers,4,3,3,14.0,True,True,0.50657463,0.7586835,0.8160924,True,1.0,0
13500.0,False,False,False,True,1,91224.0,3027.6,Alone,Service,1.0,M,False,CL,Home,0.031329,11694,4886,455,6,True,False,False,Laborers,3,2,3,10.0,True,True,0.39885262,0.3460795,0.6817059,True,4.0,0
54000.0,False,False,True,True,0,90000.0,3863.7,Alone,Commercial,2.0,D,False,CL,Municipal,0.072508,17532,3017,2939,1077,True,True,True,Managers,1,1,1,16.0,True,True,0.60334647,0.50171304,0.71657026,True,2.0,0
11250.0,False,True,False,True,0,71550.0,2105.1,Alone,Govt Job,1.0,M,False,CL,Home,0.00963,18957,8629,4656,2309,True,False,True,Core,2,2,3,11.0,True,True,0.60640347,0.6508393,0.49566582,True,1.0,0
27000.0,True,True,False,False,0,62218.8,1899.45,Alone,Commercial,2.0,M,False,CL,Municipal,0.04622,13837,135,1164,1536,True,False,True,Laborers,2,1,4,14.0,True,True,0.43297642,0.6920126,0.30927536,True,1.0,0
9000.0,False,False,False,True,1,84095.1,3576.15,Partner,Service,1.0,M,False,CL,Office,0.009334,14414,7573,8219,4438,True,False,False,Medicine,3,2,4,18.0,True,True,0.80188423,0.5802236,0.43473324,True,0.0,0
9000.0,True,False,False,True,0,13500.0,675.0,Alone,Service,1.0,S,False,RL,Home,0.022625,9764,111,2491,2434,True,True,False,Laborers,1,2,2,9.0,True,True,0.21641132,0.73040265,0.44896227,True,0.0,0
27000.0,True,False,False,False,0,28440.0,1071.9,Alone,Commercial,1.0,M,False,CL,Rental,0.010006,12636,3130,6777,4560,True,False,True,Private service,2,2,1,16.0,True,True,0.62397885,0.5925329,0.58499,True,1.0,0
27000.0,True,False,True,True,0,81000.0,4050.0,Alone,Commercial,1.0,M,False,RL,Home,0.00963,15532,2088,4532,4820,True,False,False,Drivers,2,2,6,11.0,True,True,0.34896547,0.601639,0.80388504,True,3.0,0
27000.0,True,False,False,False,0,100692.0,4279.05,Alone,Service,1.0,M,False,CL,Home,0.022625,14241,1603,5144,4998,True,False,False,Sales,2,2,3,9.0,True,True,0.60748947,0.747598,0.5797274,True,2.0,0
13500.0,False,False,True,False,1,125568.0,4149.9,Alone,nan,1.0,M,False,CL,Home,0.0105,14177,7078,1275,2276,True,False,False,Laborers,3,3,3,14.0,True,True,0.5529729,0.588689,0.45432106,True,0.0,0
11250.0,False,False,True,False,1,11716.2,1154.25,Alone,Service,2.0,D,False,CL,Home,0.035792,15172,3572,2150,5047,True,False,False,Laborers,2,2,4,11.0,True,True,0.5263224,0.6288941,0.71803284,True,3.0,0
6300.0,False,True,False,True,0,18000.0,900.0,Alone,Service,1.0,S,False,RL,Home,0.030755,14848,1806,556,1053,True,False,False,Sales,1,2,5,10.0,True,True,0.19089763,0.6872949,0.3740208,True,2.0,0
13500.0,False,True,True,False,0,144000.0,3960.0,Alone,Service,1.0,W,False,CL,Office,0.031329,19448,277,9401,2700,True,False,False,Laborers,1,2,5,10.0,True,True,0.2687984,0.67441934,0.30927536,True,0.0,0
12150.0,False,False,True,False,0,59256.0,2623.05,Alone,Service,1.0,M,False,CL,Municipal,0.010966,18367,4995,8651,1900,True,False,False,Cooking,2,2,4,14.0,True,True,0.7370632,0.038682006,0.3893388,True,5.0,0
33750.0,False,True,True,True,1,80865.0,2621.7,Alone,Service,1.0,M,False,CL,Home,0.010147,13024,5859,5786,2252,True,False,False,Laborers,3,2,2,11.0,True,True,0.5394378,0.55741775,0.5797274,True,2.0,0
11250.0,True,True,False,False,1,16596.0,743.85,Alone,Service,1.0,M,False,CL,Home,0.009549,16482,2464,5653,14,True,False,True,Core,3,2,2,16.0,True,True,0.54795516,0.580852,0.45432106,True,1.0,0
20250.0,True,False,True,True,2,25470.0,2532.15,Alone,Service,2.0,M,False,CL,Home,0.008068,11630,1711,4506,627,True,False,False,Core,4,3,0,7.0,True,True,0.4665445,0.5402602,0.37064964,True,0.0,0
13500.0,False,False,False,True,1,30146.4,1939.5,Alone,Commercial,1.0,D,False,CL,Home,0.014464,14748,1473,7587,4322,True,False,True,Laborers,2,2,5,11.0,True,True,0.4073386,0.67718375,0.66102356,True,2.0,0
18000.0,False,False,False,True,0,67500.0,3260.25,Alone,Commercial,2.0,M,False,CL,Home,0.025164,17648,2615,3674,1182,True,False,False,Sales,2,2,1,7.0,True,True,0.66218615,0.4018287,0.0982186,True,2.0,1
13500.0,False,False,False,False,1,67500.0,1986.75,Alone,Govt Job,1.0,M,False,CL,Home,0.010643,16830,1824,1044,383,True,False,False,Drivers,3,2,6,14.0,True,True,0.8457089,0.61395603,0.52629495,True,0.0,0
23400.0,True,True,False,True,1,101649.6,3372.3,Alone,Service,1.0,M,False,CL,Home,0.018634,11949,564,11949,3820,True,False,False,Drivers,3,2,3,16.0,True,True,0.5145795,0.7726595,0.7801436,True,0.0,0
9000.0,True,False,True,True,0,33924.15,1291.95,Alone,Service,1.0,S,False,CL,Home,0.025164,11130,2992,1985,3763,True,False,False,Low-skill Laborers,1,2,0,9.0,True,True,0.13810804,0.19152586,0.3893388,True,2.0,0
9000.0,False,False,True,True,0,22500.0,1161.9,Alone,Service,1.0,M,False,CL,Home,0.028663,19482,10334,10552,3021,True,False,False,Core,2,2,1,15.0,True,True,0.60031533,0.5623374,0.3409064,True,4.0,0
9900.0,False,False,False,True,0,117247.05,3441.15,Kids,Commercial,1.0,M,False,CL,Home,0.008068,21295,245,10434,4765,True,False,False,Laborers,2,3,6,7.0,True,True,0.60637814,0.7269917,0.58674,True,4.0,1
45000.0,False,True,False,False,0,225000.0,5948.55,Relative,Commercial,1.0,M,False,CL,Home,0.04622,13438,875,108,6096,True,False,False,High skill tech,2,1,5,11.0,True,True,0.71484596,0.75208133,0.3539876,True,0.0,0
18000.0,False,True,True,True,0,46901.7,2557.35,Alone,Service,1.0,S,False,CL,Home,0.009657,14817,1115,7589,2537,True,False,False,Cooking,1,2,6,12.0,True,True,0.43002307,0.34684202,0.30314636,True,6.0,1
45000.0,False,False,False,True,1,169690.95,7015.95,Alone,Commercial,1.0,M,False,CL,Municipal,0.04622,10627,1502,5126,3299,True,False,False,Laborers,3,1,6,14.0,True,True,0.35953847,0.7470571,0.3360615,True,2.0,0
11250.0,False,False,False,False,0,23985.0,2349.45,Alone,Service,1.0,M,False,CL,Home,0.031329,20852,2688,4404,4404,True,False,True,Sales,2,2,3,8.0,True,True,0.87784857,0.71225333,0.5495965,True,7.0,0
29250.0,True,False,False,True,1,72000.0,2563.65,Alone,Service,1.0,M,False,CL,Home,0.026392,14569,7807,2575,2358,True,False,False,Medicine,3,2,2,17.0,True,True,0.46524453,0.62608796,0.47944897,True,4.0,0
60750.0,True,True,True,True,2,79083.0,6261.3,Alone,Commercial,2.0,M,False,CL,Home,0.072508,15840,930,1741,1804,True,False,True,Managers,4,1,0,15.0,True,True,0.48104233,0.8020299,0.16146308,True,1.0,0
22500.0,True,False,True,True,2,171176.4,4720.05,Relative,Commercial,1.0,M,False,CL,Home,0.031329,13572,2071,7449,4387,True,False,False,High skill tech,4,2,3,15.0,True,True,0.736374,0.72646624,0.6956219,True,1.0,0
18000.0,False,False,True,False,0,84095.1,3348.0,Alone,Commercial,1.0,S,False,CL,Municipal,0.032561,17786,1982,8574,1341,True,False,False,Laborers,1,1,2,15.0,True,True,0.41374308,0.104042225,0.69409263,True,0.0,0
13950.0,False,False,False,True,1,17064.0,992.25,Relative,Govt Job,2.0,M,False,CL,Home,0.030755,17353,9097,4638,886,True,False,False,Medicine,3,2,2,11.0,True,True,0.48881608,0.6272442,0.62967426,True,0.0,0
20250.0,False,False,True,False,1,54504.0,2553.75,Alone,Service,1.0,M,False,CL,Home,0.018029,13976,3835,7911,4629,True,True,False,Sales,3,3,6,8.0,True,True,0.40496993,0.2802045,0.27933532,True,0.0,0
18000.0,False,False,True,True,2,38404.8,1803.15,Alone,Service,1.0,M,False,CL,Home,0.020246,12035,679,2786,4652,True,False,False,Drivers,4,3,1,6.0,True,True,0.2501932,0.35183236,0.7062051,True,2.0,0
13500.0,True,False,False,True,2,94500.0,3061.35,Alone,Service,1.0,M,False,CL,Home,0.015221,12127,4585,5121,3658,True,False,False,Laborers,4,2,1,13.0,True,True,0.17293572,0.6535923,0.43473324,True,0.0,0
45000.0,True,False,True,True,2,121414.5,6481.8,Alone,Commercial,2.0,M,False,CL,Home,0.022625,14134,2152,8184,4832,True,False,False,Accountants,4,2,6,14.0,True,True,0.59823716,0.6599855,0.4382814,True,0.0,0
31500.0,True,False,True,True,1,28526.4,2935.8,Alone,Commercial,1.0,M,False,CL,Home,0.010006,16702,282,694,255,True,True,True,Laborers,3,2,4,15.0,True,True,0.289112,0.30244458,0.22761291,True,3.0,0
54000.0,True,True,True,True,0,176211.0,4858.65,Alone,nan,1.0,M,False,CL,Home,0.025164,19910,7098,11082,3444,True,False,False,Accountants,2,2,3,12.0,True,True,0.646239,0.32259968,0.5937176,True,0.0,0
15750.0,False,False,True,True,0,25470.0,2687.4,Alone,Service,1.0,M,False,CL,Home,0.009175,10862,893,2388,3128,True,False,False,Core,2,2,3,11.0,True,True,0.50439155,0.6748033,0.6577838,True,0.0,0
40950.0,True,True,False,True,1,176211.0,4648.05,Alone,nan,2.0,S,False,CL,Home,0.025164,13919,1996,1935,932,True,True,True,Accountants,2,2,4,9.0,True,True,0.48466003,0.15512614,0.17982176,True,1.0,1
15750.0,True,False,True,False,0,90000.0,2631.6,Alone,Commercial,1.0,M,False,CL,Rental,0.025164,15280,1127,4900,4193,True,True,False,Sales,2,2,1,17.0,True,True,0.3794547,0.13745308,0.29708663,True,2.0,0
27000.0,False,True,True,True,0,153743.4,5356.8,Partner,Service,1.0,M,False,CL,Municipal,0.04622,15450,770,4581,3244,True,False,False,Security,2,1,5,10.0,True,True,0.59625334,0.6918308,0.60927564,True,1.0,0
14400.0,False,False,False,False,0,90000.0,4595.4,Alone,nan,1.0,M,False,CL,Home,0.015221,13895,497,511,2689,True,False,False,Laborers,2,2,2,8.0,True,True,0.24086219,0.5403743,0.119877964,True,0.0,0
22500.0,False,False,False,True,0,121414.5,6792.75,Alone,Govt Job,2.0,M,False,CL,Home,0.00712,15972,7295,4182,2897,True,False,False,Core,2,2,1,7.0,True,True,0.8267765,0.2864518,0.78260785,True,1.0,0
15750.0,False,True,False,True,0,54504.0,2664.0,Others,Commercial,2.0,M,False,CL,Home,0.006008,11753,1519,5617,3350,True,False,True,Core,2,2,5,15.0,True,True,0.46764904,0.7507538,0.5100895,True,3.0,0
8100.0,False,True,True,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.018801,11056,951,1516,2094,True,False,False,Laborers,2,2,2,12.0,True,True,0.44823912,0.48707557,0.7713616,True,1.0,0
11700.0,False,False,False,True,0,49000.5,2974.05,Alone,Service,2.0,M,False,CL,Home,0.01885,11210,634,11185,3705,True,False,False,High skill tech,2,2,5,17.0,True,True,0.25400814,0.6426361,0.41184855,True,2.0,1
18000.0,False,False,True,False,0,16625.7,2068.65,Alone,Service,1.0,S,False,CL,Home,0.035792,10447,536,2282,2798,True,False,True,Laborers,1,2,2,18.0,True,True,0.2979061,0.18526708,0.18520208,True,3.0,0
31500.0,True,True,False,True,1,201384.0,5550.75,Alone,Service,2.0,M,False,CL,Home,0.010006,9818,1898,1582,1940,True,False,False,Accountants,3,2,5,13.0,True,True,0.67879134,0.48738697,0.4650692,True,1.0,0
11250.0,False,False,True,True,1,16173.0,1264.5,Alone,Commercial,2.0,M,False,CL,Home,0.00702,9910,604,312,2169,True,False,False,Laborers,3,2,1,13.0,True,True,0.33969003,0.49111912,0.51549536,True,1.0,0
22500.0,True,False,True,True,0,127288.8,3734.1,Kids,Service,1.0,M,False,CL,Home,0.020713,20818,1027,7731,4378,True,False,False,Security,2,2,5,14.0,True,True,0.6666659,0.49434388,0.5208976,True,1.0,0
6750.0,False,True,False,False,0,34380.0,1685.25,Alone,Service,1.0,M,False,CL,Home,0.018029,13507,5024,6023,2341,True,True,True,Cooking,2,3,4,14.0,True,True,0.41777968,0.4134024,0.2636468,True,0.0,0
20250.0,False,False,True,False,0,82482.3,2376.9,Alone,Commercial,1.0,M,False,CL,Home,0.006852,17843,6108,9440,1405,True,True,True,Managers,2,3,6,5.0,True,True,0.6919385,0.5881647,0.42765737,True,3.0,0
20250.0,True,False,True,True,0,16200.0,1279.8,Alone,Commercial,1.0,M,False,CL,Home,0.00733,20945,308,1588,3541,True,True,True,Managers,2,2,4,16.0,True,True,0.6858041,0.60484207,0.17352743,True,6.0,1
31500.0,False,False,True,True,0,47883.6,3073.05,Alone,Service,2.0,S,False,CL,Home,0.072508,17049,1164,1649,583,True,False,True,Core,1,1,5,17.0,True,True,0.71472704,0.6274742,0.41184855,True,9.0,0
15750.0,False,True,False,True,0,80865.0,2621.7,Alone,Commercial,1.0,M,False,CL,Home,0.025164,15617,369,9566,4209,True,False,False,Laborers,2,2,3,10.0,True,True,0.5976697,0.5776276,0.62630427,True,0.0,0
21150.0,False,True,False,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.031329,12179,1436,887,1664,True,True,False,Drivers,2,2,0,14.0,True,True,0.24016625,0.08642024,0.6561584,True,1.0,0
17100.0,True,False,True,True,0,51846.3,2430.0,Alone,Service,2.0,S,False,CL,Home,0.025164,8830,1177,3107,1497,True,False,True,Laborers,1,2,4,15.0,True,True,0.24705905,0.3397726,0.6722429,True,1.0,0
31500.0,True,False,False,False,0,51353.1,3383.1,Alone,Commercial,2.0,S,False,CL,Family,0.020246,10854,2871,4554,3414,True,False,False,High skill tech,1,3,2,11.0,True,True,0.47209236,0.52345407,0.58674,True,3.0,0
20250.0,True,False,False,False,1,135000.0,3947.4,Alone,Commercial,1.0,M,False,CL,Home,0.072508,11325,4458,3209,1141,True,True,True,Cooking,3,1,1,9.0,True,True,0.40586486,0.71616775,0.7062051,True,0.0,0
13500.0,False,True,False,True,2,52128.0,3163.05,Alone,Commercial,2.0,M,False,CL,Home,0.022625,10587,1314,1070,2738,True,False,False,Laborers,4,2,3,9.0,True,True,0.3238752,0.47212777,0.3556387,True,5.0,0
22500.0,False,False,False,True,1,50940.0,3719.7,Alone,Service,1.0,M,False,CL,Home,0.009549,14704,1050,3896,2972,True,False,False,Cooking,3,2,2,10.0,True,True,0.57925785,0.5606306,0.24451639,True,4.0,1
9900.0,False,False,True,False,1,22500.0,1566.0,Alone,Govt Job,2.0,M,False,CL,Home,0.025164,14010,1827,4288,4288,True,True,False,Managers,3,2,5,20.0,True,True,0.7993727,0.7313575,0.79813725,True,2.0,0
8100.0,False,False,True,False,0,13500.0,1383.3,Alone,Service,1.0,M,False,CL,Home,0.007274,19522,2138,6444,3050,True,False,False,Sales,2,2,4,14.0,True,True,0.843809,0.20213681,0.5884878,True,1.0,0
9000.0,False,False,False,True,0,76022.55,3233.7,Alone,Commercial,2.0,M,False,CL,Home,0.009334,17103,2655,4323,520,True,False,True,Core,2,2,6,16.0,True,True,0.60938275,0.7581907,0.73801965,True,0.0,0
20250.0,False,True,True,True,1,83560.5,2456.1,Alone,Commercial,1.0,M,False,CL,Home,0.072508,14288,3137,8427,2483,True,False,True,Sales,3,1,4,11.0,True,True,0.6681807,0.7270481,0.62967426,True,2.0,0
11250.0,False,False,True,False,0,45450.0,1466.1,Alone,Service,2.0,M,False,CL,Home,0.035792,15335,3624,8312,3173,True,True,True,Sales,2,2,2,21.0,True,True,0.24382421,0.72979504,0.44539624,True,2.0,0
27000.0,True,True,False,True,2,84095.1,3348.0,Alone,Commercial,2.0,M,False,CL,Home,0.020246,11060,575,9596,1778,True,False,False,Managers,4,3,4,7.0,True,True,0.615735,0.5325603,0.37233368,True,0.0,0
13500.0,False,False,False,True,0,20700.0,756.45,Alone,Service,1.0,D,False,CL,Home,0.01452,15110,1933,5846,4111,True,False,False,Sales,1,2,6,13.0,True,True,0.72460246,0.3411229,0.21518241,True,2.0,0
9000.0,False,True,True,True,3,122301.0,4863.15,Alone,Service,1.0,M,False,CL,Home,0.019689,11562,4530,6062,3015,True,False,False,High skill tech,5,2,2,8.0,True,True,0.49470153,0.6699332,0.6006575,True,1.0,0
13500.0,False,False,True,True,1,38984.4,1664.55,Alone,Service,2.0,M,False,CL,Home,0.00702,15286,261,8205,4462,True,False,False,Core,3,2,4,13.0,True,True,0.26040676,0.73214734,0.37910047,True,3.0,0
36000.0,False,False,True,True,1,83538.0,4278.15,Alone,Commercial,1.0,M,False,CL,Home,0.072508,12906,2784,6895,3486,True,False,False,Sales,3,1,5,18.0,True,True,0.2903271,0.23990883,0.4614824,True,1.0,1
15750.0,False,True,False,True,0,65160.0,2353.5,Alone,Service,1.0,D,False,CL,Home,0.031329,16959,1199,6850,497,True,False,False,Laborers,1,2,2,13.0,True,True,0.3594428,0.27866784,0.38079968,True,0.0,0
15750.0,False,False,True,False,1,41605.2,2036.7,Alone,Service,2.0,S,False,CL,Municipal,0.04622,15156,113,6758,4200,True,False,False,Sales,2,1,1,9.0,True,True,0.28765532,0.6921058,0.7713616,True,1.0,0
22500.0,True,True,True,True,0,251730.0,6653.25,Alone,Service,1.0,M,False,CL,Home,0.010556,19499,11812,10035,2829,True,False,False,Laborers,2,3,2,12.0,True,True,0.6694142,0.36161193,0.6642483,True,2.0,0
13500.0,True,False,True,True,0,51856.2,2507.85,Alone,Commercial,1.0,S,False,CL,Home,0.010032,8434,981,8433,1093,True,False,True,Sales,1,2,5,3.0,True,True,0.19158396,0.5810543,0.41010258,True,0.0,0
11925.0,True,False,False,False,0,31187.7,1513.35,Alone,Service,1.0,M,False,CL,Home,0.020246,17542,645,7609,1090,True,False,False,Drivers,2,3,2,10.0,True,True,0.62505674,0.7048796,0.58674,True,6.0,0
15750.0,False,True,True,True,0,54504.0,2664.0,Relative,Commercial,2.0,M,False,CL,Home,0.009175,11153,213,904,2972,True,False,False,Core,2,2,2,18.0,True,True,0.6413131,0.72731274,0.6127042,True,5.0,0
11250.0,False,False,True,True,0,45000.0,2454.3,Alone,Service,1.0,M,False,CL,Home,0.01452,18083,510,8992,1618,True,False,False,Sales,2,2,0,9.0,True,True,0.7630172,0.32650658,0.32965505,True,5.0,1
31500.0,True,False,True,False,0,130500.0,3828.6,Alone,Commercial,2.0,M,False,CL,Home,0.0228,15457,5434,9575,4768,True,False,False,Managers,2,2,3,14.0,True,True,0.82871747,0.63533694,0.41184855,True,1.0,0
15750.0,False,False,True,False,1,47404.8,2433.15,Relative,Service,1.0,M,False,CL,Municipal,0.010006,16526,1089,8542,70,True,False,False,Security,3,2,4,8.0,True,True,0.6084081,0.63131,0.6463299,True,5.0,0
12150.0,True,True,False,True,1,45900.0,1493.55,Alone,Service,2.0,D,False,CL,Home,0.010032,13988,2437,3014,4002,True,False,False,Core,2,2,6,10.0,True,True,0.49039766,0.65732074,0.37571102,True,5.0,0
22500.0,False,False,False,False,1,64008.0,3126.15,Alone,Commercial,1.0,D,False,CL,Home,0.003818,14890,1606,2097,252,True,False,False,Drivers,2,2,2,10.0,True,True,0.22722004,0.021398207,0.292588,True,6.0,0
13500.0,True,False,True,True,1,27450.0,1449.9,Alone,Service,1.0,M,False,CL,Home,0.01452,13728,581,1152,4105,True,False,False,Drivers,3,2,2,12.0,True,True,0.4595073,0.6972033,0.7958031,True,1.0,0
15750.0,False,True,True,True,0,100287.0,3990.15,Relative,Commercial,1.0,W,False,CL,Home,0.025164,16240,290,2176,4324,True,False,False,Laborers,1,2,1,15.0,True,True,0.60302067,0.19152586,0.80045134,True,2.0,0
11250.0,False,False,True,False,1,80865.0,2621.7,Alone,Service,2.0,M,False,CL,Family,0.006207,10117,2903,10117,2787,True,False,False,Medicine,3,2,3,13.0,True,True,0.39273933,0.76562023,0.6127042,True,1.0,0
45000.0,True,False,False,False,1,49752.0,2625.75,Relative,Commercial,2.0,M,False,CL,Home,0.00963,10380,3462,4695,3061,True,False,True,Managers,3,2,3,13.0,True,True,0.20238888,0.48613593,0.41709965,True,4.0,0
15750.0,False,False,True,True,0,18000.0,900.0,Alone,Commercial,1.0,S,False,RL,Home,0.04622,17016,625,5081,511,True,False,False,High skill tech,1,1,3,14.0,True,True,0.7985506,0.63263744,0.48665315,True,0.0,0
18000.0,True,True,False,False,0,146761.2,5589.9,Alone,Commercial,1.0,M,False,CL,Home,0.018029,23734,6067,9205,5042,True,False,False,Managers,2,3,5,7.0,True,True,0.88581,0.67048424,0.58499,True,2.0,0
9000.0,True,False,False,True,0,21904.2,2146.95,Relative,Commercial,2.0,M,False,CL,Home,0.008625,10686,267,4666,3375,True,False,False,Waiters/barmen,2,2,0,15.0,True,True,0.18531708,0.26121044,0.58323795,True,1.0,0
9000.0,True,False,False,True,0,17632.8,1161.0,Alone,Service,1.0,M,False,CL,Home,0.018634,13715,3298,593,3595,True,False,False,Laborers,2,2,2,12.0,True,True,0.74276173,0.4478846,0.6690567,True,1.0,0
9000.0,False,False,False,True,0,15282.0,1524.15,Alone,Service,1.0,D,False,CL,Home,0.020713,17176,460,5557,710,True,False,False,Cleaning,1,2,1,10.0,True,True,0.80163133,0.46631134,0.7366227,True,2.0,0
27000.0,True,False,False,True,1,67500.0,2066.85,Alone,Service,2.0,M,False,CL,Home,0.026392,19884,2699,5713,3228,True,False,True,Managers,3,2,6,14.0,True,True,0.8335347,0.7036225,0.7530674,True,3.0,1
9000.0,False,False,True,False,0,59848.65,2162.7,Alone,Commercial,1.0,D,False,CL,Home,0.00712,15452,2017,9431,4341,True,False,False,Cleaning,1,2,4,13.0,True,True,0.55974513,0.38885006,0.8182475,True,1.0,0
15750.0,False,True,False,True,0,33792.3,2271.15,Alone,Service,0.0,S,False,CL,Home,0.01885,13664,2512,6224,3991,True,False,False,Sales,1,2,3,16.0,True,True,0.39992556,0.7320015,0.5549468,True,2.0,0
39600.0,True,True,True,True,0,49752.0,2869.2,Alone,Service,1.0,D,False,CL,Home,0.022625,16789,1817,29,332,True,False,False,Managers,1,2,6,9.0,True,True,0.75199187,0.68989736,0.367291,True,2.0,0
18000.0,True,False,False,True,0,56250.0,4457.25,Alone,Commercial,1.0,M,False,CL,Home,0.015221,17217,2366,10780,747,True,False,True,Managers,2,2,6,11.0,True,True,0.4648597,0.26924306,0.6894792,True,2.0,0
14850.0,True,False,False,True,1,115456.5,3828.6,Alone,Govt Job,1.0,M,False,CL,Home,0.020713,14053,7023,2684,5346,True,False,False,Medicine,3,3,1,12.0,True,True,0.73189694,0.4287856,0.6577838,True,3.0,0
29250.0,True,True,False,True,1,50849.55,3551.85,Alone,Service,1.0,M,False,CL,Municipal,0.032561,12272,2453,4805,437,True,False,False,Drivers,3,1,5,17.0,True,True,0.29775453,0.6807443,0.3264752,True,0.0,0
37800.0,False,False,False,True,0,55777.05,3425.4,Alone,Commercial,1.0,M,False,CL,Home,0.04622,14908,457,8342,4386,True,False,False,Laborers,2,1,0,12.0,True,True,0.17720196,0.68079185,0.79813725,True,1.0,0
15750.0,False,False,False,False,0,88951.5,2445.75,Alone,Commercial,2.0,S,False,CL,Home,0.031329,13806,546,7878,4155,True,False,False,Core,1,2,2,13.0,True,True,0.9066044,0.32660758,0.6738301,True,0.0,0
20250.0,False,False,False,False,0,135000.0,4692.6,Alone,Service,2.0,D,False,CL,Home,0.014464,18881,1819,12648,2407,True,True,True,Core,1,2,5,8.0,True,True,0.8119228,0.7031891,0.4758499,True,0.0,0
31500.0,True,True,False,True,0,63266.4,5011.65,Alone,Govt Job,2.0,S,False,CL,Municipal,0.016612,9799,1321,4303,2476,True,False,False,Core,1,2,2,12.0,True,True,0.47257045,0.16653188,0.4740513,True,0.0,0
27000.0,False,True,False,True,0,15920.55,1902.15,Alone,Commercial,1.0,M,False,CL,Home,0.00702,13545,1347,1755,1653,True,False,False,Laborers,2,2,4,11.0,True,True,0.18751976,0.18483177,0.18629295,True,4.0,1
11250.0,True,True,False,True,0,47970.0,5037.3,Alone,Service,1.0,M,False,CL,Home,0.018209,11828,2355,3589,3518,True,False,False,Medicine,2,3,2,12.0,True,True,0.22832862,0.54082507,0.7106744,True,1.0,0
11250.0,False,False,True,False,0,52128.0,2661.3,Alone,Service,1.0,M,False,CL,Municipal,0.006233,14643,1556,3270,4953,True,False,True,Laborers,2,2,0,14.0,True,True,0.26947477,0.5664287,0.21518241,True,1.0,0
13500.0,True,False,False,True,2,54000.0,3556.8,Alone,Service,1.0,M,False,CL,Home,0.008866,12070,307,3411,3592,True,False,False,Core,4,2,4,15.0,True,True,0.22188227,0.6053646,0.46686402,True,0.0,0
20250.0,True,False,False,True,0,51856.2,2660.4,Relative,Commercial,2.0,M,False,CL,Home,0.018801,10241,1280,4698,1664,True,False,False,Core,2,2,3,12.0,True,True,0.7435345,0.73088896,0.42061096,True,1.0,0
15750.0,False,False,True,True,1,78192.0,4796.55,Alone,Commercial,2.0,M,False,CL,Home,0.008068,15218,2150,8309,509,True,False,False,Managers,3,3,1,8.0,True,True,0.60386676,0.32536796,0.5388627,True,0.0,0
17550.0,True,True,True,False,0,47970.0,5425.2,Relative,Service,1.0,M,False,CL,Home,0.006233,15210,1122,1759,567,True,True,True,Managers,2,2,2,17.0,True,True,0.60915756,0.61262316,0.41534716,True,0.0,0
18000.0,True,True,False,True,2,15282.0,1826.55,Alone,Service,2.0,M,False,CL,Home,0.00733,13971,2955,1664,4790,True,False,False,Laborers,4,2,6,10.0,True,True,0.7107727,0.67192715,0.6738301,True,4.0,0
31500.0,True,True,True,True,2,100692.0,5154.3,Alone,nan,2.0,M,False,CL,Home,0.031329,14066,2814,8151,4834,True,False,True,Managers,4,2,5,14.0,True,True,0.56399924,0.64987963,0.15380259,True,3.0,1
18000.0,False,True,False,True,0,33750.0,1687.5,Alone,Commercial,2.0,S,False,RL,Home,0.026392,18537,265,8485,1947,True,False,False,Managers,1,2,3,18.0,True,True,0.87298054,0.6565026,0.7223929,True,4.0,0
27000.0,False,True,True,True,0,98174.7,3906.45,Alone,Govt Job,1.0,M,False,CL,Home,0.072508,17388,5144,11349,695,True,False,True,Laborers,2,1,4,16.0,True,True,0.5909201,0.69989705,0.2664568,True,2.0,0
45000.0,False,True,False,False,1,109602.0,5609.25,Alone,Service,1.0,M,False,CL,Family,0.010032,17369,2818,6477,895,True,False,False,Security,3,2,4,2.0,True,True,0.44206268,0.629797,0.5814837,True,2.0,0
13500.0,True,True,False,True,0,45450.0,1760.85,Alone,Service,1.0,M,False,CL,Home,0.031329,16888,1556,7191,434,True,False,False,Laborers,2,2,5,6.0,True,True,0.5482026,0.67622215,0.7713616,True,0.0,0
27000.0,True,False,True,True,0,103583.25,3041.55,Alone,Commercial,2.0,M,False,CL,Home,0.01885,18393,129,8388,729,True,False,True,Managers,2,2,5,14.0,True,True,0.82301646,0.6771981,0.75839305,True,3.0,0
22500.0,True,False,True,False,1,38250.0,3003.75,Relative,Govt Job,1.0,M,False,CL,Family,0.019101,10090,379,1554,2211,True,False,False,Drivers,3,2,5,12.0,True,True,0.5817441,0.13499582,0.48845518,True,4.0,0
9000.0,False,False,True,False,1,34380.0,1615.5,Alone,Service,1.0,S,False,CL,Family,0.018801,14306,396,7612,4356,True,False,False,Laborers,2,2,5,8.0,True,True,0.4773869,0.15484834,0.563835,True,0.0,0
20250.0,False,False,False,True,2,128835.0,4169.25,Alone,Commercial,2.0,M,False,CL,Home,0.019689,14447,580,1523,4573,True,False,False,High skill tech,4,2,1,15.0,True,True,0.49880287,0.5684737,0.66745776,True,2.0,1
9000.0,False,False,True,True,1,33192.0,1475.1,Alone,Service,1.0,M,False,CL,Home,0.031329,13225,583,1680,1838,True,False,True,Core,3,2,2,7.0,True,True,0.073508576,0.5746371,0.1634257,True,3.0,1
18900.0,False,False,False,True,1,31343.85,3113.1,Alone,Commercial,1.0,M,False,CL,Home,0.006629,14351,475,3202,4573,True,False,False,Sales,3,2,5,5.0,True,True,0.610615,0.6893825,0.5549468,True,2.0,0
13500.0,False,True,True,True,0,86011.2,3102.3,Alone,Commercial,2.0,M,False,CL,Home,0.025164,17830,1426,7436,1321,True,False,False,Sales,2,2,3,9.0,True,True,0.48253644,0.47852474,0.7490217,True,2.0,0
13500.0,False,True,True,True,0,22500.0,1464.75,Alone,Service,2.0,M,False,CL,Home,0.015221,18270,3902,8602,1821,True,False,True,Drivers,2,2,4,9.0,True,True,0.82298815,0.67130023,0.31236538,True,2.0,1
18000.0,True,False,False,True,0,72979.2,3523.95,Alone,Service,1.0,S,False,CL,Home,0.006852,17419,1918,9948,953,True,False,False,Laborers,1,3,5,6.0,True,True,0.27526802,0.08350655,0.2032521,True,2.0,0
13500.0,True,False,True,True,1,26368.65,2620.8,Alone,Commercial,1.0,M,False,CL,Home,0.025164,14460,2359,8422,5069,True,False,False,Laborers,3,2,4,13.0,True,True,0.39700803,0.65429,0.78260785,True,2.0,0
12150.0,False,False,False,True,1,24750.0,1237.5,Relative,Service,1.0,M,False,RL,Home,0.028663,17837,2287,11439,743,True,False,False,Core,3,2,3,17.0,True,True,0.7792398,0.49837276,0.46686402,True,1.0,0
13500.0,True,False,True,False,1,25470.0,1714.95,Alone,Commercial,1.0,M,False,CL,Home,0.04622,10832,748,1534,2543,True,True,False,Laborers,3,1,0,13.0,True,True,0.33327228,0.6197393,0.48124933,True,3.0,0
11565.0,False,False,False,True,0,67500.0,3664.35,Alone,Commercial,2.0,M,False,CL,Home,0.025164,7724,449,2530,388,True,True,True,HR,2,2,4,13.0,True,True,0.3134146,0.062232636,0.53527623,True,0.0,0
18000.0,False,False,True,False,2,80865.0,3146.4,Alone,Service,1.0,D,False,CL,Home,0.030755,13504,627,3155,2502,True,False,False,Laborers,3,2,6,13.0,True,True,0.37265807,0.664149,0.17044613,True,0.0,0
17100.0,True,False,True,False,1,50849.55,2446.2,Alone,Service,1.0,M,False,CL,Family,0.010643,9997,1521,7047,2559,True,True,True,Drivers,3,2,5,18.0,True,True,0.3161659,0.6834755,0.48485148,True,2.0,0
6750.0,False,False,True,True,0,90000.0,2644.65,Relative,nan,1.0,M,False,CL,Home,0.011703,14974,1650,9081,4197,True,False,False,Cooking,2,2,6,14.0,True,True,0.40713802,0.38094473,0.40487838,True,1.0,0
13500.0,False,False,True,True,0,119034.0,6059.7,Alone,Service,1.0,M,False,CL,Home,0.005084,18530,637,181,2077,True,False,False,Sales,2,2,2,17.0,True,True,0.855607,0.66302127,0.7062051,True,4.0,0
11250.0,True,True,False,True,0,72000.0,2118.15,Alone,Service,1.0,M,False,CL,Home,0.028663,12534,1071,3980,4828,True,True,True,Sales,2,2,0,12.0,True,True,0.81920445,0.39688236,0.563835,True,3.0,0
13500.0,False,True,True,True,0,22500.0,2283.75,Alone,Govt Job,2.0,S,False,CL,Home,0.015221,8562,246,7047,1246,True,True,True,Secretaries,1,2,1,16.0,True,True,0.17225407,0.4119661,0.53707,True,1.0,0
14400.0,True,True,True,False,1,102474.0,5232.15,Alone,Service,2.0,M,False,CL,Home,0.010006,11681,3278,2749,4226,True,True,True,Core,3,2,1,11.0,True,True,0.65694433,0.5596069,0.58674,True,1.0,0
7200.0,False,False,False,True,1,15750.0,787.5,Alone,Service,1.0,M,False,RL,Home,0.016612,7975,463,7961,637,True,True,True,Sales,3,2,4,12.0,True,True,0.20553334,0.53909224,0.54423475,True,0.0,0
15750.0,False,False,True,True,1,75384.0,2444.85,Relative,Service,2.0,M,False,CL,Home,0.003541,15351,3241,1410,5204,True,False,False,Laborers,3,1,6,10.0,True,True,0.57188153,0.46573994,0.51729655,True,2.0,0
13500.0,False,True,True,True,1,49752.0,3252.15,Alone,Service,2.0,M,False,CL,Home,0.00712,10085,758,4601,2571,True,False,False,Managers,3,2,3,8.0,True,True,0.42247856,0.65434444,0.40140742,True,8.0,0
15750.0,True,False,True,True,1,75519.0,3645.9,Alone,Commercial,2.0,M,False,CL,Home,0.006852,16977,966,5995,503,True,False,True,Core,3,3,5,8.0,True,True,0.2912021,0.39706033,0.24585122,True,3.0,0
24750.0,False,False,False,True,0,26998.2,3066.3,Alone,Service,2.0,D,False,CL,Rental,0.010006,18024,351,7421,1554,True,False,False,Managers,1,2,3,16.0,True,True,0.272452,0.6249918,0.37571102,True,1.0,0
8550.0,False,True,True,True,1,54449.1,2013.3,Relative,Service,1.0,M,False,CL,Home,0.020713,8397,765,4680,1075,True,True,False,Sales,3,3,1,9.0,True,True,0.25777835,0.5528112,0.36061257,True,2.0,1
17550.0,True,False,False,True,0,51353.1,2634.75,Partner,Service,2.0,M,False,CL,Home,0.01885,13191,3983,6817,4069,True,False,False,Laborers,2,2,4,17.0,True,True,0.48390722,0.57778233,0.6817059,True,1.0,0
12150.0,False,True,True,True,1,98655.3,3195.45,Alone,Service,1.0,M,False,CL,Home,0.018029,13887,2257,1046,24,True,False,False,Drivers,3,3,1,12.0,True,True,0.50974715,0.40452278,0.60238636,True,0.0,0
20250.0,True,False,False,False,0,45000.0,2297.7,Relative,Govt Job,1.0,M,False,CL,Home,0.019689,14622,534,8750,4219,True,True,True,Drivers,2,2,0,8.0,True,True,0.30458766,0.6850818,0.7136314,True,3.0,0
20250.0,True,False,True,False,0,57362.85,2138.85,Alone,Commercial,1.0,M,False,CL,Home,0.016612,14234,1880,2342,4728,True,False,True,Laborers,2,2,1,17.0,True,True,0.5874176,0.23804364,0.6594055,True,2.0,0
13500.0,False,False,False,False,0,67500.0,2762.1,Alone,Service,1.0,M,False,CL,Home,0.01452,17402,3822,9953,940,True,False,False,Sales,2,2,4,12.0,True,True,0.7128326,0.6837971,0.3893388,True,1.0,0
36000.0,True,False,False,True,0,52128.0,2742.3,Alone,Service,2.0,M,False,CL,Home,0.010006,9946,304,1221,2617,True,False,False,Drivers,2,1,5,9.0,True,True,0.3916752,0.7147967,0.75440615,True,3.0,0
11250.0,True,False,False,True,0,18000.0,1265.85,Alone,Service,1.0,M,False,CL,Home,0.020713,20250,9236,10034,3565,True,False,False,Laborers,2,3,5,7.0,True,True,0.7331664,0.65221953,0.71657026,True,8.0,0
27000.0,True,True,False,False,0,150786.9,4913.55,Alone,Service,2.0,S,False,CL,Home,0.008474,15022,7547,3408,2365,True,False,True,High skill tech,1,2,2,11.0,True,True,0.6217051,0.46017808,0.28371188,True,2.0,0
20250.0,False,True,False,False,0,67500.0,3247.2,Alone,Service,2.0,M,False,CL,Home,0.030755,14624,2824,8527,4095,True,True,True,High skill tech,2,2,5,10.0,True,True,0.39664623,0.6667098,0.4920601,True,0.0,0
27000.0,True,False,True,False,0,47376.0,4615.2,Relative,Service,2.0,M,False,CL,Home,0.01885,16899,1019,4538,448,True,True,True,High skill tech,2,2,2,19.0,True,True,0.26844412,0.6984068,0.07958644,True,0.0,0
15750.0,True,False,False,True,1,25128.0,1376.1,Alone,Service,2.0,M,False,CL,Home,0.04622,15835,578,3572,3977,True,False,False,High skill tech,3,1,0,11.0,True,True,0.48463795,0.6043507,0.4382814,True,8.0,0
10800.0,False,True,True,True,0,96664.5,4108.5,Relative,Govt Job,1.0,M,False,CL,Home,0.00963,19694,12199,12951,3177,True,False,True,Core,2,2,4,18.0,True,True,0.85004914,0.5813683,0.3825018,True,0.0,0
6750.0,True,False,False,False,0,54504.0,2540.7,Alone,Service,1.0,M,False,CL,Family,0.01885,9762,749,9724,991,True,True,False,Core,2,2,2,8.0,True,True,0.24219652,0.6633779,0.45074728,True,0.0,0
32400.0,True,False,False,False,0,45000.0,3287.7,Alone,Service,2.0,M,False,CL,Home,0.026392,15382,1556,101,1567,True,False,False,Managers,2,2,1,14.0,True,True,0.569263,0.726088,0.367291,True,0.0,0
14850.0,False,True,True,True,1,67500.0,2690.1,Alone,Commercial,2.0,M,False,CL,Home,0.006008,16038,1036,6698,4073,True,True,True,High skill tech,3,2,0,12.0,True,True,0.6830951,0.6156339,0.66263777,True,0.0,0
18000.0,False,False,True,True,1,132547.5,5629.05,Alone,Service,1.0,S,False,CL,Home,0.072508,17107,969,10905,650,True,False,True,Laborers,2,1,2,18.0,True,True,0.82892185,0.63188493,0.7106744,True,2.0,0
13500.0,False,True,False,True,1,41323.5,3019.95,Partner,Service,1.0,M,False,CL,Home,0.030755,12265,140,4388,4086,True,False,False,Cooking,3,2,1,15.0,True,True,0.07371896,0.477739,0.10684195,True,2.0,0
15750.0,False,False,True,True,0,45000.0,2250.0,Alone,Service,2.0,M,False,RL,Home,0.031329,19539,1303,7614,3022,True,True,True,High skill tech,2,2,1,16.0,True,True,0.8963279,0.6517383,0.7366227,True,1.0,0
24750.0,True,False,False,False,0,72000.0,3600.0,Alone,Service,1.0,M,False,RL,Home,0.00702,16839,1291,4557,356,True,False,False,Managers,2,2,1,14.0,True,True,0.8269613,0.66180366,0.7281413,True,2.0,0
18000.0,False,True,False,True,0,128835.0,3780.0,Alone,Commercial,2.0,S,False,CL,Home,0.006233,13322,321,6545,4197,True,False,False,Accountants,1,2,2,18.0,True,True,0.370831,0.63318104,0.5531647,True,0.0,0
17100.0,False,False,True,True,0,98316.0,6296.4,Alone,Commercial,2.0,M,False,CL,Home,0.003069,13897,1241,346,4733,True,False,False,Managers,2,3,4,14.0,True,True,0.3382956,0.7143507,0.72094417,True,2.0,0
11250.0,False,True,True,True,0,18000.0,900.0,Alone,Service,1.0,S,False,RL,Home,0.019101,7903,1155,2780,589,True,False,True,Sales,1,2,6,15.0,True,True,0.117278755,0.7356704,0.14199154,True,0.0,0
13500.0,False,False,False,True,0,15282.0,1501.65,Alone,Service,1.0,M,False,CL,Home,0.009549,14201,759,8321,398,True,True,True,Laborers,2,2,2,17.0,True,True,0.295212,0.22462365,0.52449644,True,1.0,0
7200.0,False,False,False,True,1,31500.0,1544.85,Alone,Service,1.0,M,False,CL,Home,0.01885,15256,516,5486,4015,True,True,True,Core,3,2,1,17.0,True,True,0.5204703,0.73202723,0.5884878,True,3.0,0
13500.0,False,False,False,True,0,67500.0,2722.95,Alone,Commercial,2.0,M,False,CL,Home,0.01452,14365,488,323,359,True,False,False,Managers,2,2,6,12.0,True,True,0.46465522,0.5034077,0.07105512,True,0.0,0
15750.0,False,False,True,True,3,32990.4,2121.3,Relative,Service,1.0,M,False,CL,Home,0.031329,13641,1551,4955,4591,True,False,False,Drivers,5,2,3,13.0,True,True,0.71180016,0.6165856,0.6894792,True,4.0,0
8249.85,False,True,False,True,1,38984.4,1673.55,Alone,Commercial,2.0,M,False,CL,Family,0.01885,10446,177,8570,3128,True,True,False,Core,3,2,5,12.0,True,True,0.18259554,0.40329605,0.38591468,True,7.0,0
20250.0,True,False,True,True,1,118876.5,5049.45,Alone,Service,2.0,D,False,CL,Home,0.022625,14805,5558,1000,4698,True,False,True,Drivers,2,2,5,9.0,True,True,0.71507293,0.6550563,0.778904,True,0.0,0
22500.0,False,False,True,True,2,54504.0,3141.9,Alone,Service,1.0,M,False,CL,Home,0.04622,10129,1991,4602,1956,True,True,False,Laborers,4,1,6,15.0,True,True,0.3942076,0.6634169,0.23143935,True,5.0,0
22500.0,False,False,False,True,0,97371.0,3462.75,Partner,Commercial,2.0,S,False,CL,Home,0.031329,12308,2435,588,2078,True,False,False,Accountants,1,2,4,17.0,True,True,0.5953039,0.6936136,0.57620883,True,2.0,0
20250.0,True,True,False,True,0,112500.0,3302.55,Alone,Service,2.0,M,False,CL,Home,0.026392,17242,857,9646,775,True,False,True,Security,2,2,3,9.0,True,True,0.4179302,0.69249713,0.5744466,True,1.0,0
9900.0,False,True,False,True,2,20628.0,1016.1,Alone,Service,1.0,M,False,CL,Home,0.018209,11499,2687,5012,3567,True,True,True,Cooking,4,3,6,8.0,True,True,0.31208274,0.40086722,0.13510601,True,0.0,1
18000.0,False,False,False,True,1,154086.75,4237.2,Relative,Commercial,2.0,M,False,CL,Home,0.02461,10766,3226,4893,3121,True,True,True,Secretaries,3,2,2,19.0,True,True,0.7427938,0.72734743,0.832785,True,1.0,0
15750.0,False,False,False,False,0,105750.0,2789.55,Alone,Commercial,1.0,M,False,CL,Home,0.025164,21960,8686,10181,4287,True,False,False,High skill tech,2,2,2,14.0,True,True,0.8746695,0.52563554,0.6910212,True,1.0,0
11250.0,True,False,False,True,1,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.00496,13752,1096,7117,4228,True,False,True,Drivers,3,2,3,14.0,True,True,0.43832263,0.6558267,0.6528965,True,4.0,0
22500.0,False,False,False,True,0,84095.1,3576.15,Alone,Commercial,2.0,M,False,CL,Home,0.006629,20770,5134,7895,1686,True,False,True,Core,2,2,4,12.0,True,True,0.67239445,0.6039323,0.44896227,True,4.0,0
11250.0,False,False,True,False,0,27000.0,2102.4,Alone,Govt Job,1.0,S,False,CL,Home,0.006233,15642,7951,4777,4458,True,True,True,Medicine,1,2,2,15.0,True,True,0.66773957,0.6116263,0.47045612,True,0.0,0
12150.0,True,False,True,False,0,37010.7,2478.15,Alone,Service,2.0,S,False,CL,Home,0.008625,11004,3872,1911,3100,True,False,False,Cooking,1,2,1,16.0,True,True,0.2936493,0.46723658,0.6561584,True,3.0,0
6750.0,False,False,True,True,0,6126.3,486.9,Alone,Service,1.0,M,False,CL,Home,0.010966,16565,813,8878,99,True,False,False,Sales,2,2,3,11.0,True,True,0.4729406,0.549966,0.7091891,True,2.0,0
11250.0,False,True,False,True,0,13500.0,1453.95,Alone,Service,1.0,S,False,CL,Home,0.032561,17184,1918,6971,720,True,True,False,Laborers,1,1,3,13.0,True,True,0.83055276,0.7764436,0.64136827,True,0.0,0
15750.0,True,True,False,True,0,74628.0,5909.4,Alone,Service,2.0,M,False,CL,Home,0.008019,9288,1911,8063,1965,True,False,True,Core,2,2,1,11.0,True,True,0.2254817,0.54135174,0.18195911,True,3.0,0
24750.0,False,True,True,True,0,125865.0,5345.55,Alone,Govt Job,2.0,M,False,CL,Home,0.020713,21814,908,9986,3722,True,False,True,Core,2,2,2,11.0,True,True,0.6070236,0.42807338,0.7675231,True,2.0,0
11250.0,False,True,False,True,0,27000.0,1738.35,Alone,Commercial,1.0,M,False,CL,Home,0.00963,8085,643,2659,746,True,True,False,Core,2,2,0,14.0,True,True,0.21002933,0.5427794,0.68638235,True,3.0,0
12150.0,False,False,True,True,1,27000.0,1350.0,Alone,Commercial,1.0,D,False,RL,Shared,0.007274,9492,1135,4275,2140,True,True,True,Sales,2,2,3,19.0,True,True,0.34539735,0.65447795,0.36227724,True,0.0,0
15750.0,False,False,True,True,2,64692.0,2086.65,Alone,Service,1.0,M,False,CL,Home,0.020246,12247,5642,4164,4452,True,True,True,Laborers,4,3,4,4.0,True,True,0.2648626,0.24762398,0.44896227,True,1.0,0
17100.0,False,True,False,False,2,81943.2,2395.8,Alone,Service,2.0,M,False,CL,Home,0.008866,14594,6959,1491,3653,True,False,False,IT,4,2,3,17.0,True,True,0.8443302,0.48375997,0.64136827,True,2.0,0
6750.0,False,False,True,True,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.010276,11931,927,327,305,True,True,False,High skill tech,3,2,1,17.0,True,True,0.57850367,0.52165365,0.31703177,True,0.0,0
31500.0,False,False,True,True,0,59848.65,2162.7,Alone,Govt Job,2.0,D,False,CL,Home,0.032561,16762,1107,5922,278,True,False,True,Core,1,1,2,15.0,True,True,0.5358253,0.7077916,0.36896873,True,0.0,0
20250.0,True,False,False,True,0,78192.0,4254.75,Alone,Commercial,1.0,M,False,CL,Home,0.018029,18674,3746,4778,2221,True,False,False,Accountants,2,3,0,8.0,True,True,0.64817053,0.31819534,0.1008037,True,3.0,0
11250.0,True,False,True,True,1,5400.0,567.0,Relative,Service,1.0,M,False,CL,Home,0.010966,11295,3131,5347,3613,True,True,True,Laborers,3,2,4,17.0,True,True,0.23406158,0.30961955,0.8050197,True,2.0,0
18000.0,True,True,False,True,1,67950.0,1999.8,Alone,Service,1.0,M,False,CL,Home,0.020713,11744,4667,2342,4396,True,False,True,Drivers,3,2,3,12.0,True,True,0.3482609,0.74067855,0.83774686,True,0.0,0
18000.0,False,False,False,False,0,64704.6,1867.05,Alone,Commercial,2.0,S,False,CL,Home,0.006008,9731,657,4287,2275,True,False,False,Core,1,2,3,15.0,True,True,0.27707037,0.61706626,0.3457848,True,0.0,0
15750.0,False,False,False,True,0,22500.0,2238.3,Alone,Service,2.0,M,False,CL,Family,0.030755,10711,446,4588,3035,True,True,True,Core,2,2,6,15.0,True,True,0.1698202,0.6699864,0.81391746,True,0.0,0
24750.0,False,False,False,False,0,47700.0,1458.9,Alone,Commercial,1.0,M,False,CL,Home,0.026392,13643,3429,7610,4588,True,False,False,Laborers,2,2,6,12.0,True,True,0.36414528,0.650004,0.45432106,True,7.0,0
20250.0,True,False,False,True,0,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.028663,13333,1627,2228,3944,True,False,False,Drivers,2,2,5,16.0,True,True,0.34158808,0.31867468,0.4188543,True,3.0,0
13500.0,False,True,False,True,1,71415.45,3015.0,Alone,Service,2.0,M,False,CL,Home,0.016612,12483,419,4293,4372,True,False,False,Core,3,2,6,13.0,True,True,0.6641212,0.16995294,0.832785,True,2.0,0
15750.0,False,True,True,True,0,18000.0,900.0,Alone,Commercial,1.0,S,False,RL,Home,0.04622,7907,91,7132,573,True,True,True,Laborers,1,1,1,17.0,True,True,0.10097142,0.66122097,0.3409064,True,0.0,0
15750.0,False,False,True,False,0,49500.0,2540.25,Relative,Commercial,1.0,M,False,CL,Home,0.006233,14237,277,1448,1959,True,False,False,Laborers,2,2,5,10.0,True,True,0.32539847,0.25225633,0.37233368,True,3.0,0
15750.0,False,True,True,False,0,22500.0,1291.5,Alone,Commercial,1.0,M,False,CL,Home,0.030755,15902,474,3305,3802,True,False,False,Sales,2,2,4,13.0,True,True,0.3702187,0.5867126,0.6041126,True,0.0,0
9000.0,True,False,False,True,0,45000.0,4450.95,Alone,Service,2.0,S,False,CL,Home,0.018634,11488,618,5640,4069,True,True,True,Sales,1,2,4,8.0,True,True,0.5118566,0.63624334,0.73381454,True,2.0,0
6750.0,False,False,True,False,1,7418.25,693.45,Partner,Service,1.0,M,False,CL,Rental,0.025164,11140,3472,4729,1216,True,True,False,Laborers,3,2,0,8.0,True,True,0.35011506,0.6123325,0.10822632,True,3.0,1
13500.0,False,False,True,False,2,59256.0,3227.4,Alone,Service,1.0,M,False,CL,Municipal,0.018029,9364,1496,9299,2026,True,False,False,Core,4,2,6,10.0,True,True,0.6101778,0.22914587,0.23661083,True,4.0,0
18000.0,True,True,True,False,1,98329.95,4179.15,Alone,Service,2.0,M,False,CL,Home,0.018029,12074,3224,5677,4250,True,True,True,Realty agents,3,3,1,11.0,True,True,0.21143633,0.6379775,0.60238636,True,2.0,0
12600.0,False,True,False,True,0,90000.0,3201.75,Alone,Service,1.0,M,False,CL,Home,0.032561,10035,1730,1131,2416,True,True,False,Core,2,1,2,15.0,True,True,0.39743558,0.5557825,0.66585493,True,1.0,0
45000.0,True,True,False,True,1,100287.0,4261.95,Alone,Commercial,2.0,S,False,CL,Home,0.018801,15131,1482,180,887,True,False,False,Managers,2,2,3,10.0,True,True,0.28041312,0.5372389,0.45969045,True,0.0,0
27000.0,True,True,False,True,0,33750.0,1687.5,Alone,Commercial,2.0,M,False,RL,Home,0.018801,10368,153,4790,3026,True,False,False,High skill tech,2,2,5,15.0,True,True,0.7638697,0.62212753,0.78383243,True,3.0,0
17444.25,False,False,True,True,0,25470.0,2178.0,Alone,Service,1.0,S,False,CL,Home,0.010032,8472,909,7772,1157,True,True,True,Cooking,1,2,3,11.0,True,True,0.07022266,0.608255,0.23143935,True,5.0,0
31500.0,False,True,False,False,0,154602.0,4520.25,Alone,Commercial,2.0,M,False,CL,Home,0.04622,12755,2577,6854,3382,True,False,True,Managers,2,1,5,10.0,True,True,0.397425,0.60407877,0.6430256,True,2.0,0
10350.0,True,False,True,True,1,52128.0,2840.85,Alone,Service,2.0,M,False,CL,Home,0.020246,11313,1150,3713,3807,True,False,False,Core,3,3,1,5.0,True,True,0.38056684,0.470978,0.44005784,True,2.0,0
32850.0,True,True,False,True,1,54000.0,2889.9,Alone,Govt Job,1.0,M,False,CL,Home,0.006629,16386,6335,3446,4357,True,False,False,Laborers,3,2,0,6.0,True,True,0.7828015,0.72942835,0.7223929,True,1.0,0
13500.0,False,False,True,True,1,29138.4,2085.3,Alone,Service,2.0,D,False,CL,Home,0.04622,11721,679,5861,4129,True,True,True,Core,2,1,4,11.0,True,True,0.5449187,0.749594,0.7032033,True,0.0,0
14400.0,False,False,False,True,0,29138.4,2672.55,Relative,Commercial,2.0,S,False,CL,Home,0.018801,14515,722,7225,4795,True,True,False,Accountants,1,2,6,11.0,True,True,0.5102265,0.5741507,0.09950368,True,0.0,0
27000.0,True,True,False,True,0,45000.0,2250.0,Alone,Commercial,2.0,M,False,RL,Home,0.018029,20129,5629,4901,3619,True,False,False,Managers,2,2,3,7.0,True,True,0.5484346,0.6594406,0.62630427,True,1.0,0
22500.0,False,False,True,False,0,116672.4,3221.1,Alone,Service,1.0,M,False,CL,Home,0.010032,12288,257,3798,4643,True,False,False,Sales,2,2,4,4.0,True,True,0.39585322,0.43264616,0.36394525,True,2.0,0
14400.0,False,False,True,True,0,45000.0,3608.1,Alone,Service,1.0,M,False,CL,Home,0.028663,18780,973,9441,2319,True,True,True,Accountants,2,2,3,15.0,True,True,0.7815847,0.6426863,0.31547216,True,1.0,0
18000.0,True,False,False,True,2,39801.6,2297.7,Alone,Service,1.0,S,False,CL,Family,0.020713,14188,1196,330,2583,True,False,False,Laborers,3,2,6,9.0,True,True,0.4983012,0.5213972,0.6894792,True,2.0,0
22500.0,False,False,True,False,0,39576.6,2160.0,Kids,Service,1.0,W,False,CL,Home,0.020246,20831,2060,9246,4284,True,False,False,Cleaning,1,3,4,8.0,True,True,0.5130757,0.52487755,0.6161217,True,2.0,0
31500.0,False,False,True,False,0,28425.6,2997.9,Alone,Service,2.0,M,False,CL,Home,0.010006,12347,415,3763,3913,True,False,False,Accountants,2,2,5,13.0,True,True,0.6908654,0.56812495,0.62630427,True,1.0,0
10350.0,False,False,True,True,1,29250.0,1462.5,Alone,Service,1.0,M,False,RL,Home,0.00712,9380,1731,4193,1491,True,True,True,Core,3,2,4,9.0,True,True,0.23185344,0.38635856,0.66102356,True,0.0,0
13500.0,False,False,True,True,0,67500.0,2190.6,Relative,Commercial,2.0,D,False,CL,Home,0.026392,17840,863,6213,1329,True,False,True,Laborers,1,2,2,18.0,True,True,0.788156,0.6209239,0.09201281,True,6.0,1
13500.0,True,True,False,True,0,83560.5,2695.5,Relative,Service,1.0,M,False,CL,Home,0.006852,16501,458,1588,47,True,False,True,Secretaries,2,3,2,9.0,True,True,0.7633367,0.17078438,0.7062051,True,1.0,0
36000.0,True,False,True,True,0,58276.8,4617.45,Alone,Service,1.0,S,False,CL,Home,0.009334,10052,794,4567,2736,True,False,False,Laborers,1,2,5,17.0,True,True,0.16231343,0.5764107,0.7136314,True,7.0,0
18000.0,False,False,True,True,0,42786.9,2469.15,Alone,Service,1.0,M,False,CL,Home,0.00823,18724,1222,12131,2169,True,False,True,Sales,2,2,2,14.0,True,True,0.81426024,0.731336,0.69409263,True,2.0,0
18000.0,False,True,True,False,0,27252.0,2152.8,Alone,Service,2.0,M,False,CL,Home,0.015221,10901,915,5055,3151,True,True,True,Accountants,2,2,5,4.0,True,True,0.4850972,0.5692192,0.58674,True,2.0,0
18000.0,True,False,True,True,0,22500.0,2423.25,Alone,Service,2.0,M,False,CL,Home,0.028663,12155,332,6205,4160,True,False,False,Managers,2,2,5,11.0,True,True,0.2957917,0.71897745,0.6528965,True,1.0,0
18000.0,False,False,True,False,1,75519.0,3632.85,Relative,Service,1.0,M,False,CL,Home,0.00702,16263,2161,1117,5890,True,False,False,Laborers,3,2,5,16.0,True,True,0.46196488,0.79454446,0.5388627,True,4.0,0
19350.0,True,True,False,False,0,90000.0,4673.25,Alone,Service,2.0,M,False,CL,Home,0.010006,14795,2695,2289,4165,True,False,False,High skill tech,2,1,6,13.0,True,True,0.5595055,0.7647519,0.56737924,True,0.0,0
22500.0,False,False,False,False,0,92725.2,2458.8,Others,Service,1.0,S,False,CL,Home,0.02461,8818,388,972,1474,True,False,False,Core,1,2,3,16.0,True,True,0.4867842,0.69070613,0.6075573,True,0.0,0
13500.0,False,False,True,True,0,50960.25,2614.95,Partner,Service,2.0,M,False,CL,Home,0.035792,14041,455,4923,4492,True,False,False,Core,2,2,0,14.0,True,True,0.5780078,0.6764902,0.45969045,True,0.0,0
18000.0,False,False,False,True,1,54449.1,2122.65,Alone,Service,2.0,M,False,CL,Home,0.019689,13034,901,1823,4879,True,False,False,Laborers,3,2,5,16.0,True,True,0.2954125,0.521741,0.28665248,True,2.0,0
15750.0,False,False,True,False,0,18000.0,900.0,Alone,Govt Job,1.0,S,False,RL,Family,0.019689,10697,1127,3450,3387,True,False,False,Core,1,2,3,9.0,True,True,0.39585957,0.47494078,0.52449644,True,1.0,0
22500.0,False,False,False,False,0,135000.0,3947.4,Alone,Service,2.0,M,False,CL,Family,0.031329,10065,1044,873,1938,True,False,False,Core,2,2,6,11.0,True,True,0.44785,0.592591,0.3360615,True,0.0,0
14400.0,False,False,True,True,1,122301.0,4850.1,Relative,Service,1.0,M,False,CL,Home,0.018634,14249,7596,4793,4793,True,False,False,Laborers,3,2,2,18.0,True,True,0.6682395,0.67386687,0.7062051,True,1.0,0
9000.0,False,False,False,False,0,67500.0,2479.95,Alone,Service,1.0,M,False,CL,Home,0.010147,9436,1659,9411,1739,True,False,False,Sales,2,2,4,14.0,True,True,0.22300908,0.5974283,0.44361532,True,3.0,0
20250.0,True,False,True,True,0,31500.0,3307.5,Alone,Commercial,1.0,M,False,CL,Home,0.04622,15413,6628,8179,4587,True,False,False,Laborers,2,1,5,19.0,True,True,0.5888736,0.61150163,0.63303167,True,3.0,0
35100.0,True,True,True,True,0,80865.0,2377.35,Alone,Commercial,1.0,M,False,CL,Home,0.011657,19519,641,5629,3016,True,True,True,Security,2,1,3,16.0,True,True,0.6319727,0.7231601,0.10753217,True,1.0,0
9225.0,False,True,False,True,1,45000.0,1237.5,Alone,Commercial,2.0,W,False,CL,Home,0.010147,11661,498,11025,988,True,True,False,Sales,2,2,4,12.0,True,True,0.36216432,0.7457284,0.6894792,True,0.0,0
15750.0,False,True,False,False,1,72846.0,4668.3,Alone,Commercial,2.0,M,False,CL,Home,0.018801,12845,618,671,678,True,False,False,Sales,3,2,1,8.0,True,True,0.4045674,0.5757699,0.67065173,True,0.0,0
14400.0,True,True,True,False,1,67500.0,1947.6,Alone,Service,2.0,M,False,CL,Home,0.026392,19915,7562,5735,3437,True,False,False,High skill tech,3,2,2,17.0,True,True,0.44861516,0.6319409,0.23791608,True,2.0,0
15300.0,True,False,False,False,1,157500.0,4154.85,Alone,Service,2.0,M,False,CL,Home,0.018634,15690,7037,4027,2154,True,True,True,Core,3,2,2,18.0,True,True,0.68573177,0.36499086,0.50287825,True,1.0,0
20250.0,False,False,True,True,1,33294.6,1614.6,Alone,Service,2.0,D,False,CL,Home,0.02461,10747,571,5330,1695,True,False,False,Accountants,2,2,6,12.0,True,True,0.41416553,0.47606972,0.2539628,True,1.0,1
17100.0,False,True,False,True,0,88096.5,2911.5,Alone,Commercial,1.0,M,False,CL,Home,0.00963,11254,230,3281,491,True,False,False,Sales,2,2,3,11.0,True,True,0.2761842,0.005821612,0.3077367,True,0.0,0
24750.0,True,True,False,True,1,13500.0,1535.85,Alone,Commercial,2.0,M,False,CL,Home,0.022625,10264,1465,923,1763,True,False,False,Accountants,3,2,4,12.0,True,True,0.77987623,0.7889015,0.46686402,True,5.0,0
11250.0,False,False,True,False,0,9000.0,945.0,Alone,Service,1.0,M,False,CL,Home,0.026392,14156,142,3371,4872,True,False,True,Laborers,2,2,2,13.0,True,True,0.6050735,0.5413952,0.45789954,True,2.0,0
13500.0,False,False,False,False,0,84651.75,3460.5,Alone,Service,2.0,S,False,CL,Home,0.009657,12117,1456,2400,3373,True,False,True,Core,1,2,2,12.0,True,True,0.69473517,0.5471283,0.58499,True,0.0,0
6750.0,True,False,False,False,1,13752.0,681.75,Relative,Service,1.0,M,False,CL,Home,0.020246,12729,2022,10194,1563,True,True,False,Laborers,3,3,3,12.0,True,True,0.3272212,0.25897166,0.41709965,True,1.0,0
18000.0,True,False,False,True,1,48117.6,2327.85,Alone,Service,2.0,M,False,CL,Home,0.01885,11123,1032,5231,3719,True,False,False,Laborers,3,2,3,10.0,True,True,0.51095545,0.5204148,0.5884878,True,3.0,0
22500.0,True,False,False,True,0,75519.0,6939.45,Alone,Govt Job,2.0,M,False,CL,Home,0.032561,9849,2016,1421,1953,True,False,False,Core,2,1,2,13.0,True,True,0.69745594,0.651902,0.7463002,True,2.0,0
27000.0,True,True,True,True,0,19188.0,2066.4,Alone,Service,1.0,M,False,CL,Home,0.04622,13885,1940,6382,4573,True,True,True,High skill tech,2,1,0,11.0,True,True,0.851891,0.71509975,0.77515525,True,4.0,0
20700.0,False,False,False,True,1,59256.0,3593.7,Alone,Commercial,2.0,M,False,CL,Home,0.006629,21716,2248,1252,4438,True,False,False,Managers,3,2,2,10.0,True,True,0.81619227,0.6848647,0.83478415,True,1.0,1
22500.0,True,False,True,False,0,135000.0,3960.45,Relative,nan,1.0,M,False,CL,Home,0.022625,16851,2383,5310,380,True,False,False,Laborers,2,2,0,14.0,True,True,0.8563154,0.7524114,0.22258076,True,0.0,0
11250.0,True,True,False,True,0,12399.3,986.4,Alone,Service,1.0,M,False,CL,Home,0.008019,10348,216,4436,3032,True,False,False,Laborers,2,2,2,13.0,True,True,0.42260796,0.49935678,0.3825018,True,2.0,0
16650.0,False,False,False,True,0,35553.6,1941.75,Alone,Service,1.0,S,False,CL,Home,0.010556,14624,1164,847,4476,True,False,False,Cooking,1,3,2,13.0,True,True,0.38980234,0.6973187,0.3842068,True,2.0,0
27000.0,False,False,False,False,0,72000.0,2105.1,Alone,Commercial,2.0,M,False,CL,Home,0.030755,13377,1905,7317,4247,True,True,True,Managers,2,2,6,18.0,True,True,0.30672255,0.69226426,0.5316861,True,1.0,1
27000.0,True,True,False,True,0,22500.0,2799.45,Alone,Service,2.0,M,False,CL,Home,0.026392,16872,769,1345,432,True,True,True,Accountants,2,2,4,17.0,True,True,0.6054621,0.7228185,0.62967426,True,2.0,0
21150.0,False,False,True,False,0,125640.0,3613.5,Alone,Govt Job,1.0,S,False,CL,Home,0.032561,23562,2061,12462,4271,True,False,False,Medicine,1,1,2,18.0,True,True,0.827132,0.67199945,0.43296167,True,0.0,0
13500.0,False,True,True,False,0,58500.0,2478.6,Alone,Govt Job,1.0,M,False,CL,Home,0.005084,13120,5578,5254,4896,True,False,False,Medicine,2,2,4,17.0,True,True,0.61096805,0.55427575,0.28371188,True,0.0,0
9000.0,False,False,False,False,2,80865.0,2236.5,Alone,Service,1.0,M,False,CL,Municipal,0.04622,12196,1257,5780,3563,True,False,False,Core,4,1,5,17.0,True,True,0.49066055,0.1836945,0.367291,True,0.0,0
13500.0,True,False,False,True,0,88951.5,2882.25,Alone,Service,2.0,M,False,CL,Home,0.01885,14825,871,1624,4424,True,False,False,Laborers,2,2,3,18.0,True,True,0.3724845,0.5863785,0.7062051,True,0.0,0
13500.0,False,True,False,True,0,63436.05,2528.55,Alone,Service,1.0,S,False,CL,Home,0.022625,19203,2190,445,2737,True,False,False,Managers,1,2,2,13.0,True,True,0.5744787,0.7537046,0.7281413,True,1.0,0
17100.0,False,False,False,True,0,28440.0,2259.9,Alone,Service,1.0,M,False,CL,Home,0.010032,11069,627,7544,24,True,False,False,Sales,2,2,6,3.0,True,True,0.16426507,0.04588507,0.18959527,True,0.0,1
13500.0,False,False,False,True,1,45000.0,2719.35,Alone,Service,2.0,M,False,CL,Home,0.018634,10650,3163,575,1102,True,False,False,Accountants,3,2,0,11.0,True,True,0.47223556,0.2981119,0.38591468,True,1.0,0
22500.0,False,True,True,False,2,100692.0,5154.3,Others,Service,2.0,M,False,CL,Home,0.072508,11600,841,6064,2830,True,False,False,Accountants,4,1,5,16.0,True,True,0.63196445,0.71857524,0.53527623,True,1.0,0
29250.0,True,True,False,True,0,29191.5,1503.45,Alone,Service,2.0,D,False,CL,Home,0.031329,18228,2761,2550,1787,True,False,False,Core,1,2,6,10.0,True,True,0.74937296,0.7185089,0.52809274,True,1.0,0
18000.0,True,False,False,False,2,112500.0,3302.55,Relative,Service,1.0,M,False,CL,Home,0.010006,16820,2899,2475,363,True,False,False,Sales,4,1,2,10.0,True,True,0.59994197,0.7460475,0.69409263,True,1.0,0
54000.0,True,True,True,True,3,22500.0,1125.0,Alone,Commercial,2.0,M,False,RL,Home,0.0228,15074,2200,283,4091,True,False,False,Managers,5,2,5,13.0,True,True,0.7536203,0.4762661,0.46686402,True,0.0,0
24750.0,True,True,False,True,0,45000.0,2943.0,Alone,Service,2.0,D,False,CL,Home,0.026392,10096,198,537,2736,True,False,False,Core,1,2,1,9.0,True,True,0.38862976,0.69827783,0.6041126,True,2.0,0
24750.0,True,True,True,True,0,54504.0,2540.7,Alone,Service,1.0,M,False,CL,Family,0.0105,9259,298,7888,1883,True,True,True,Drivers,2,3,0,16.0,True,True,0.35344088,0.5752303,0.39794633,True,1.0,0
21150.0,False,False,False,True,1,25739.1,1843.2,Alone,Commercial,2.0,M,False,CL,Home,0.031329,13256,1876,774,4113,True,False,False,Accountants,3,2,2,7.0,True,True,0.676393,0.64727795,0.63637614,True,2.0,0
12600.0,False,True,False,True,0,27000.0,1350.0,Relative,Service,2.0,M,False,RL,Home,0.016612,15659,2163,9227,3932,True,False,False,Core,2,2,6,11.0,True,True,0.623344,0.7730702,0.6463299,True,1.0,0
15750.0,False,False,True,True,0,162269.1,4475.25,Alone,Govt Job,2.0,M,False,CL,Home,0.035792,14115,1003,4285,730,True,False,False,Managers,2,2,6,14.0,True,True,0.6200988,0.57063955,0.7463002,True,2.0,0
15750.0,False,False,True,True,1,25470.0,2688.75,Relative,Commercial,2.0,M,False,CL,Home,0.008068,11509,1938,1596,2324,True,False,False,Sales,3,3,1,5.0,True,True,0.58807087,0.37489387,0.6313545,True,3.0,0
12150.0,True,False,True,True,0,26955.0,1917.0,Alone,Service,1.0,M,False,CL,Home,0.028663,15158,2723,321,4200,True,False,False,Sales,2,2,4,10.0,True,True,0.64475226,0.53936934,0.79813725,True,4.0,0
11250.0,True,False,False,True,0,13500.0,1526.85,Alone,Service,1.0,S,False,CL,Home,0.022625,9173,604,3870,1834,True,False,True,Laborers,1,2,2,11.0,True,True,0.20264728,0.18771875,0.4830502,True,1.0,0
45000.0,True,True,False,True,2,180000.0,4761.45,Relative,Commercial,2.0,M,False,CL,Home,0.025164,11561,3481,723,4133,True,False,False,Managers,4,2,5,12.0,True,True,0.16459662,0.6352255,0.80274546,True,3.0,0
11250.0,True,False,False,True,0,122301.0,4863.15,Partner,Service,1.0,M,False,CL,Home,0.010006,18910,3795,1394,2258,True,True,True,Low-skill Laborers,2,2,3,12.0,True,True,0.49890894,0.56478465,0.7295667,True,1.0,0
5850.0,False,True,True,True,0,33883.2,1742.85,Alone,Commercial,1.0,M,False,CL,Home,0.010556,15482,1479,1631,1640,True,False,False,Core,2,3,4,10.0,True,True,0.35703865,0.07197723,0.5691488,True,2.0,1
18000.0,True,True,False,True,0,32840.55,2335.5,Alone,Commercial,1.0,M,False,CL,Home,0.02461,13802,364,6489,4829,True,False,False,Drivers,2,2,2,10.0,True,True,0.3912625,0.4495128,0.66745776,True,4.0,1
18900.0,False,True,False,True,0,49286.25,2410.2,Alone,Commercial,2.0,M,False,CL,Home,0.022625,15244,3520,1009,36,True,False,True,Drivers,2,2,4,16.0,True,True,0.43838575,0.12798,0.10211879,True,0.0,0
33750.0,True,False,False,True,1,153250.66,5339.7,Relative,Govt Job,2.0,M,False,CL,Home,0.003541,20289,11376,2585,3599,True,False,False,Core,3,1,4,8.0,True,True,0.7237072,0.6901546,0.58323795,True,2.0,0
13500.0,False,False,False,True,0,40500.0,2025.0,Alone,Service,1.0,M,False,RL,Home,0.009334,16840,257,16810,355,True,False,True,Medicine,2,2,0,14.0,True,True,0.5475522,0.64003557,0.47764915,True,1.0,0
14400.0,False,False,True,False,1,59848.65,2162.7,Alone,Govt Job,2.0,D,False,CL,Home,0.020713,15599,2572,2335,3731,True,False,False,Core,2,2,2,10.0,True,True,0.6258788,0.446144,0.16942872,True,0.0,0
22500.0,True,True,False,False,1,47376.0,5102.1,Alone,Service,1.0,M,False,CL,Home,0.002506,11360,585,1048,1684,True,False,False,Managers,3,2,1,10.0,True,True,0.32160878,0.63390195,0.41010258,True,2.0,0
11250.0,False,False,False,True,1,67500.0,3247.2,Alone,Service,2.0,M,False,CL,Home,0.010006,11145,1028,947,2404,True,True,True,HR,3,2,6,12.0,True,True,0.3060688,0.59878975,0.6479769,True,1.0,0
18000.0,False,False,False,False,0,100512.0,2893.5,Alone,Service,1.0,S,False,CL,Home,0.009549,16389,2879,2726,4903,True,True,False,Laborers,1,2,3,17.0,True,True,0.79245967,0.62371475,0.6512602,True,2.0,0
20250.0,False,False,True,True,2,96114.6,3100.5,Others,Service,2.0,M,False,CL,Home,0.018029,15137,6227,18,4829,True,False,False,Core,4,3,2,10.0,True,True,0.55098367,0.5016966,0.5513813,True,0.0,0
20250.0,False,True,True,False,0,54504.0,2650.95,Alone,Service,2.0,S,False,CL,Home,0.00712,9110,836,3943,1788,True,True,True,Core,1,2,6,14.0,True,True,0.34556127,0.57918465,0.090220936,True,2.0,0
9000.0,False,True,False,True,0,25470.0,2532.15,Alone,Service,1.0,M,False,CL,Home,0.018634,19111,1683,4551,2535,True,False,False,Sales,2,2,4,13.0,True,True,0.7520561,0.6985173,0.000527265,True,0.0,0
11250.0,True,True,True,True,1,24750.0,1237.5,Alone,Service,1.0,M,False,RL,Home,0.022625,8934,1500,3689,697,True,False,False,Sales,3,2,3,16.0,True,True,0.2640974,0.54654855,0.27356467,True,7.0,0
22500.0,False,False,False,False,0,18329.4,881.55,Alone,Service,1.0,M,False,CL,Home,0.010006,20142,3760,10506,3696,True,True,True,Sales,2,2,2,17.0,True,True,0.6409755,0.45042205,0.40140742,True,5.0,0
29250.0,False,False,True,True,0,90000.0,3515.85,Alone,nan,0.0,M,False,CL,Home,0.018209,15826,1251,8429,2644,True,True,True,Security,2,3,3,10.0,True,True,0.4376242,0.41693324,0.24853556,True,3.0,0
19350.0,True,False,True,True,0,83538.0,4032.0,Relative,Service,2.0,M,False,CL,Home,0.020246,14761,7686,8866,5276,True,False,True,High skill tech,2,3,6,7.0,True,True,0.5235361,0.4861687,0.30010775,True,1.0,0
22500.0,False,False,True,True,0,45000.0,2719.35,Alone,Service,2.0,S,False,CL,Home,0.00733,19323,3320,8441,2784,True,True,False,Managers,1,2,1,11.0,True,True,0.8377293,0.38859546,0.6956219,True,4.0,0
18000.0,True,False,True,True,2,44308.8,3565.35,Alone,Commercial,2.0,M,False,CL,Home,0.031329,15253,1376,4894,2157,True,False,False,Managers,4,2,3,9.0,True,True,0.70100665,0.6873231,0.5620605,True,0.0,0
45000.0,True,True,True,True,0,99000.0,3001.5,Alone,Commercial,2.0,M,False,CL,Home,0.022625,16235,7139,2462,1408,True,False,True,Accountants,2,2,3,10.0,True,True,0.7209877,0.6855534,0.5531647,True,0.0,0
18000.0,False,False,True,True,0,41323.5,3277.8,Alone,Commercial,2.0,S,False,CL,Home,0.020246,10812,1318,9253,3482,True,False,False,Laborers,1,3,6,7.0,True,True,0.2830354,0.03323348,0.5954562,True,1.0,0
27000.0,True,False,True,True,0,101961.0,3104.1,Alone,Commercial,2.0,M,False,CL,Home,0.022625,22346,5700,2904,5035,True,False,False,Accountants,2,2,3,13.0,True,True,0.6697643,0.7122175,0.4920601,True,4.0,0
16470.0,False,False,False,True,0,83404.8,3258.9,Alone,Service,1.0,M,False,CL,Home,0.014464,16423,878,9248,1601,True,True,True,Laborers,2,2,3,4.0,True,True,0.2232895,0.10700394,0.16942872,True,2.0,0
22500.0,False,False,False,True,0,29846.7,3146.85,Alone,Commercial,1.0,M,False,CL,Home,0.04622,13346,262,1224,4628,True,False,True,Sales,2,1,3,14.0,True,True,0.82009035,0.726627,0.73381454,True,2.0,0
9949.05,True,True,True,True,0,85950.0,2267.1,Alone,Service,1.0,M,False,CL,Home,0.022625,11147,2538,2423,3271,True,True,False,Laborers,2,2,5,12.0,True,True,0.07457335,0.66437817,0.57796913,True,0.0,0
14400.0,False,True,False,True,1,84600.0,3305.25,Group,Service,2.0,M,False,CL,Home,0.010966,12525,2968,405,4375,True,True,False,Managers,3,2,3,9.0,True,True,0.3143741,0.6744577,0.30314636,True,5.0,0
20250.0,False,False,False,True,1,18000.0,900.0,Partner,Service,1.0,M,False,RL,Home,0.006629,7895,1311,5479,573,True,False,False,Core,3,2,3,6.0,True,True,0.77401704,0.30552593,0.23661083,True,3.0,0
9000.0,False,False,False,True,1,22500.0,1476.45,Relative,Service,2.0,M,False,CL,Home,0.00733,11074,746,3816,1568,True,True,True,Core,3,2,5,10.0,True,True,0.69846594,0.6850393,0.5460232,True,3.0,0
40500.0,False,True,False,True,0,54504.0,2650.95,Relative,Service,1.0,M,False,CL,Home,0.002042,11828,3158,3968,808,True,False,True,Managers,2,3,4,15.0,True,True,0.27046257,0.72021294,0.6801388,True,1.0,1
22500.0,False,False,False,False,0,44694.0,1192.05,Alone,Service,2.0,M,False,CL,Home,0.020246,14040,742,960,727,True,False,False,Accountants,2,3,3,7.0,True,True,0.8610412,0.27025104,0.3893388,True,0.0,0
15750.0,False,True,False,False,0,52863.3,2013.3,Alone,Service,2.0,S,False,CL,Municipal,0.020713,17627,3917,331,1177,True,False,False,Core,1,3,4,11.0,True,True,0.62549996,0.5536868,0.5406544,True,3.0,0
18000.0,False,False,False,False,1,27363.6,2960.1,Alone,Service,2.0,M,False,CL,Home,0.007274,14785,1334,6415,5534,True,False,False,Managers,3,2,6,12.0,True,True,0.5145331,0.4712123,0.5298898,True,3.0,0
8100.0,False,False,False,True,0,81000.0,2381.4,Alone,Service,1.0,M,False,CL,Home,0.025164,16414,7703,10314,4379,True,False,False,Laborers,2,2,6,10.0,True,True,0.62551445,0.26531175,0.3944954,True,2.0,0
22500.0,False,False,False,True,1,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.0228,13247,1561,1986,4015,True,False,False,Private service,3,2,2,15.0,True,True,0.38481426,0.56451046,0.52809274,True,0.0,0
20250.0,True,False,True,False,0,112500.0,4779.45,Alone,Commercial,2.0,M,False,CL,Home,0.018029,19057,476,12320,2602,True,True,False,Managers,2,3,2,17.0,True,True,0.81547374,0.5169919,0.44539624,True,0.0,0
13500.0,True,True,False,False,0,24451.2,2580.3,Alone,Service,1.0,S,False,CL,Family,0.010032,11175,1393,4912,3813,True,False,False,High skill tech,1,2,0,8.0,True,True,0.22275493,0.5522219,0.5620605,True,2.0,0
9315.0,False,False,False,False,0,67500.0,2677.05,Alone,Service,1.0,M,False,CL,Home,0.01452,15074,3227,4183,4218,True,True,False,Cleaning,2,2,2,17.0,True,True,0.5273206,0.22985351,0.5884878,True,1.0,0
24750.0,False,False,False,False,0,22500.0,1304.55,Alone,Service,2.0,W,False,CL,Home,0.030755,24273,16452,3309,3996,True,False,False,Accountants,1,2,3,17.0,True,True,0.7232492,0.67179704,0.6313545,True,1.0,0
20250.0,False,True,True,True,1,100692.0,3993.3,Alone,Service,2.0,D,False,CL,Home,0.006305,14722,1750,6069,4884,True,False,False,Core,2,3,2,9.0,True,True,0.41172263,0.61039454,0.4294237,True,1.0,0
9000.0,False,False,False,True,2,52128.0,2827.8,Alone,Service,2.0,M,False,CL,Home,0.028663,10977,3429,5124,827,True,True,False,Laborers,4,2,2,10.0,True,True,0.43784174,0.6436148,0.27356467,True,0.0,0
31500.0,True,False,False,True,0,54504.0,3655.35,Alone,Service,1.0,S,False,CL,Home,0.006629,16610,315,5869,149,True,False,False,Cooking,1,2,0,4.0,True,True,0.38238347,0.66325575,0.344155,True,3.0,0
22500.0,False,False,True,False,0,66488.4,2401.2,Alone,Service,1.0,S,False,CL,Home,0.020246,18080,4409,8806,1632,True,False,False,Sales,1,3,5,5.0,True,True,0.46637732,0.30829826,0.2127563,True,3.0,0
21600.0,False,True,True,True,0,38250.0,1912.5,Relative,Service,1.0,S,False,RL,Shared,0.020713,20172,11738,12026,3672,True,False,False,Laborers,1,2,5,14.0,True,True,0.692496,0.6151112,0.39794633,True,4.0,0
13500.0,True,False,False,True,0,67500.0,2177.55,Alone,nan,1.0,D,False,CL,Municipal,0.04622,15299,1891,9266,1889,True,False,True,Laborers,1,1,3,8.0,True,True,0.42898774,0.7053661,0.5531647,True,2.0,0
27000.0,True,True,False,True,2,89100.0,4846.5,Alone,Service,1.0,M,False,CL,Home,0.026392,18175,739,179,1710,True,False,False,Managers,4,2,5,16.0,True,True,0.8209586,0.6544928,0.6848277,True,3.0,0
13500.0,True,False,False,False,1,85050.0,2486.7,Alone,Govt Job,1.0,D,False,CL,Municipal,0.011657,14073,5837,4601,4588,True,True,True,Laborers,2,1,6,15.0,True,True,0.5998338,0.6943473,0.5460232,True,1.0,0
29250.0,True,False,True,True,0,62535.6,1649.25,Relative,Commercial,2.0,M,False,CL,Home,0.032561,9982,2252,90,2643,True,False,True,Sales,2,1,1,16.0,True,True,0.50044477,0.67938834,0.5884878,True,1.0,0
29250.0,True,True,False,False,0,35807.4,1840.95,Alone,Service,1.0,M,False,CL,Home,0.025164,16131,4290,4213,4661,True,False,False,Medicine,2,2,1,10.0,True,True,0.61739635,0.54894286,0.13851288,True,4.0,0
15750.0,False,False,False,True,0,100692.0,4279.05,Relative,Service,1.0,M,False,CL,Home,0.00702,11169,4193,2303,3734,True,True,True,Core,2,2,2,18.0,True,True,0.28730768,0.2631436,0.66585493,True,1.0,0
58500.0,True,True,True,True,0,67500.0,6204.15,Alone,Commercial,2.0,M,False,CL,Home,0.031329,14094,2027,4254,5530,True,False,False,Managers,2,2,3,12.0,True,True,0.5720741,0.6280057,0.563835,True,2.0,0
10800.0,False,False,True,True,0,42745.05,1980.45,Alone,Service,1.0,M,False,CL,Family,0.018029,13501,272,441,4970,True,True,True,Security,2,3,1,14.0,True,True,0.51430345,0.3811304,0.6075573,True,0.0,0
27000.0,True,True,True,True,3,50021.1,5138.55,Alone,Service,1.0,M,False,CL,Home,0.010147,13600,120,119,4137,True,False,False,Drivers,5,2,2,12.0,True,True,0.25817597,0.66652024,0.6754133,True,3.0,0
20250.0,True,False,True,True,0,140880.6,9258.75,Alone,Service,1.0,M,False,CL,Home,0.025164,13850,5215,2982,5162,True,True,False,Managers,2,2,5,10.0,True,True,0.5879124,0.5367659,0.24186149,True,1.0,0
9000.0,False,False,True,True,0,28440.0,1084.95,Partner,Service,1.0,M,False,CL,Home,0.030755,18675,834,12844,2230,True,False,True,Laborers,2,2,1,18.0,True,True,0.40815616,0.6563645,0.56737924,True,4.0,0
22950.0,True,False,True,True,1,150681.6,4731.3,Relative,Govt Job,2.0,M,False,CL,Office,0.02461,14029,5850,1259,4851,True,True,True,Core,3,2,4,13.0,True,True,0.3737664,0.6383158,0.6479769,True,1.0,0
33750.0,False,False,False,True,0,22500.0,1643.4,Alone,Service,1.0,S,False,CL,Home,0.04622,8865,393,8865,1435,True,True,False,Laborers,1,1,4,11.0,True,True,0.2634554,0.6976001,0.094451696,True,1.0,0
31500.0,True,False,True,True,0,75519.0,3645.9,Alone,Service,2.0,M,False,CL,Home,0.008068,8412,1277,404,263,True,False,False,Laborers,2,3,1,10.0,True,True,0.18829943,0.23368862,0.24054141,True,6.0,0
63000.0,False,True,True,True,1,90000.0,4500.0,Alone,Commercial,2.0,D,False,RL,Home,0.072508,14754,1761,5150,4966,True,False,False,Managers,2,1,1,20.0,True,True,0.6839727,0.7388009,0.41709965,True,3.0,0
22500.0,True,True,True,False,0,45000.0,5077.35,Alone,Service,2.0,M,False,CL,Home,0.031329,10872,649,552,2623,True,False,False,Secretaries,2,2,6,12.0,True,True,0.5777491,0.4290909,0.7091891,True,0.0,0
31500.0,True,True,True,True,0,180000.0,4963.05,Alone,Commercial,2.0,M,False,CL,Home,0.032561,17956,2499,3066,1495,True,False,True,High skill tech,2,1,1,16.0,True,True,0.39534384,0.7830901,0.51549536,True,2.0,0
15750.0,False,False,False,True,1,72000.0,2868.3,Alone,Service,2.0,M,False,CL,Home,0.015221,14874,2245,2514,2062,True,False,True,Sales,3,2,6,10.0,True,True,0.52653176,0.726001,0.5190973,True,3.0,0
27000.0,True,False,False,True,0,66150.0,6778.35,Alone,Govt Job,1.0,M,False,CL,Home,0.04622,12077,1784,5458,4174,True,False,True,Laborers,2,1,1,11.0,True,True,0.4472315,0.7386785,0.60927564,True,0.0,0
18000.0,False,False,False,True,1,22500.0,1477.8,Alone,Commercial,2.0,M,False,CL,Family,0.025164,10777,1554,739,3280,True,True,False,Accountants,3,2,6,8.0,True,True,0.6775199,0.47753167,0.70769936,True,0.0,0
13500.0,True,True,False,True,1,28800.0,3114.45,Alone,Service,1.0,M,False,CL,Family,0.026392,9713,2571,4471,2310,True,False,True,Laborers,3,2,4,16.0,True,True,0.4135973,0.64579374,0.5937176,True,3.0,0
27000.0,True,False,False,False,0,118512.0,4256.55,Alone,Commercial,2.0,M,False,CL,Home,0.072508,16046,3563,5584,5710,True,False,True,Managers,2,1,5,15.0,True,True,0.26911297,0.7598067,0.5388627,True,0.0,0
13500.0,True,False,False,True,0,34337.7,1307.25,Alone,Service,1.0,M,False,CL,Home,0.02461,16491,2218,1388,2,True,False,False,Drivers,2,2,5,14.0,True,True,0.26691756,0.6792597,0.2009261,True,5.0,0
18000.0,False,False,True,False,2,87133.5,4204.8,Relative,Service,2.0,M,False,CL,Home,0.010032,11686,1266,1361,2088,True,False,True,Managers,4,2,5,3.0,True,True,0.38292846,0.6198836,0.50468135,True,0.0,0
63000.0,True,False,False,True,0,101250.0,5062.5,Alone,Commercial,2.0,S,False,RL,Home,0.072508,9211,756,3,930,True,False,False,IT,1,1,6,13.0,True,True,0.62279385,0.655333,0.3944954,True,0.0,0
11250.0,False,False,False,True,0,5934.6,472.5,Alone,Service,1.0,M,False,CL,Family,0.016612,14169,935,8243,5188,True,False,False,Cooking,2,2,2,12.0,True,True,0.37110743,0.22258124,0.5971924,True,5.0,0
27000.0,True,True,True,True,0,90450.0,2657.7,Alone,Service,1.0,M,False,CL,Home,0.0228,16582,9980,2833,110,True,False,False,Laborers,2,2,1,13.0,True,True,0.47163856,0.60739493,0.6212263,True,0.0,0
15750.0,True,False,True,True,0,80130.6,4487.4,Alone,Service,1.0,M,False,CL,Home,0.019101,20240,3440,2845,3538,True,False,False,Laborers,2,2,5,16.0,True,True,0.64059496,0.6451232,0.7281413,True,1.0,0
14400.0,False,False,True,False,1,39564.0,3074.85,Alone,Service,2.0,S,False,CL,Municipal,0.020713,12687,871,2720,5008,True,False,False,Sales,2,2,2,11.0,True,True,0.33908558,0.29783285,0.40140742,True,1.0,0
22500.0,False,False,False,True,0,13500.0,1430.55,Alone,Service,1.0,S,False,CL,Home,0.007305,15431,1921,17,633,True,True,True,High skill tech,1,3,5,11.0,True,True,0.43838793,0.09429349,0.48124933,True,1.0,0
11250.0,True,True,True,True,0,67500.0,3247.2,Alone,Commercial,1.0,M,False,CL,Home,0.026392,15154,1718,8131,4004,True,False,False,Laborers,2,2,2,14.0,True,True,0.6808674,0.28942883,0.723837,True,1.0,0
13500.0,False,True,True,True,0,61261.2,3336.3,Alone,Service,1.0,D,False,CL,Home,0.020246,16842,1614,9037,398,True,False,False,Sales,1,3,2,9.0,True,True,0.55458057,0.0926518,0.31391668,True,0.0,0
36450.0,True,False,True,True,0,121500.0,4818.6,Alone,Commercial,1.0,M,False,CL,Home,0.072508,16667,6542,3932,211,True,True,False,Sales,2,1,2,12.0,True,True,0.6688839,0.327734,0.26504943,True,3.0,0
54000.0,True,False,False,False,1,52128.0,2520.9,Alone,Service,2.0,M,False,CL,Home,0.072508,18285,2559,8671,1833,True,False,True,Managers,3,1,3,17.0,True,True,0.5984326,0.6536121,0.4974689,True,2.0,0
20250.0,True,True,True,False,0,104614.2,3071.7,Alone,Govt Job,2.0,M,False,CL,Home,0.019101,17513,7696,6032,1033,True,False,False,Core,2,2,3,13.0,True,True,0.7815108,0.59499615,0.60927564,True,1.0,0
12600.0,False,False,True,True,0,157500.0,4344.3,Alone,Service,1.0,M,False,CL,Home,0.026392,17415,5176,720,960,True,True,True,Laborers,2,2,3,10.0,True,True,0.7587522,0.6499792,0.39277387,True,0.0,0
11250.0,False,True,True,False,1,24750.0,1276.65,Alone,Service,2.0,M,False,CL,Home,0.018209,12459,3728,190,3043,True,False,False,Core,3,3,6,10.0,True,True,0.55303633,0.72137916,0.28961125,True,1.0,0
10350.0,False,True,True,False,1,36000.0,1285.2,Alone,Service,1.0,M,False,CL,Home,0.026392,15027,7798,8920,4052,True,False,False,Medicine,3,2,3,19.0,True,True,0.8114418,0.60194814,0.7463002,True,0.0,0
27000.0,True,True,True,False,0,90000.0,3813.3,Alone,Service,2.0,M,False,CL,Home,0.00963,19093,7360,7507,2645,True,True,True,Managers,2,2,1,17.0,True,True,0.80360305,0.77457815,0.119877964,True,4.0,0
29250.0,True,False,False,True,1,47700.0,1551.6,Alone,Govt Job,2.0,S,False,CL,Home,0.018209,11068,1662,2467,3737,True,False,False,Core,2,3,0,11.0,True,True,0.47522607,0.5016802,0.50107515,True,2.0,0
13500.0,False,False,True,True,0,31276.8,1390.5,Alone,Service,1.0,D,False,CL,Home,0.006296,16001,6575,8740,4222,True,False,False,IT,1,3,2,10.0,True,True,0.61813945,0.64433175,0.6528965,True,1.0,0
18000.0,False,False,True,True,3,22500.0,2225.25,Alone,Service,1.0,M,False,CL,Home,0.007305,14029,3187,1786,2051,True,True,True,Private service,5,3,2,9.0,True,True,0.853118,0.52515566,0.7476634,True,0.0,0
51750.0,True,True,True,True,0,121410.0,6792.3,Alone,Service,2.0,M,False,CL,Home,0.035792,15065,3007,1578,1625,True,False,False,Managers,2,2,5,14.0,True,True,0.76750135,0.6843595,0.49386287,True,6.0,0
8100.0,False,False,False,True,0,13500.0,675.0,Alone,Commercial,2.0,W,False,RL,Home,0.00702,20320,1515,9845,858,True,False,False,Cooking,1,2,2,14.0,True,True,0.63702166,0.44907996,0.49927202,True,1.0,0
15750.0,False,False,True,False,0,90000.0,2631.6,Alone,Commercial,2.0,M,False,CL,Home,0.031329,11325,1231,9790,1104,True,True,True,Managers,2,2,4,17.0,True,True,0.6431714,0.6734342,0.6528965,True,0.0,0
16650.0,False,False,False,True,0,54449.1,1604.7,Relative,Govt Job,1.0,M,False,CL,Home,0.008019,14778,8109,4592,4875,True,False,True,Medicine,2,2,2,11.0,True,True,0.6643913,0.48822838,0.08226851,True,3.0,0
22500.0,True,False,True,True,1,54504.0,2553.75,Alone,Commercial,1.0,M,False,CL,Home,0.010966,13395,521,7494,2196,True,False,False,Managers,3,2,1,11.0,True,True,0.3996413,0.3102603,0.32331124,True,4.0,0
22500.0,True,False,False,True,2,13500.0,1430.55,Alone,Service,2.0,M,False,CL,Home,0.018209,14585,3024,2254,4746,True,False,False,Accountants,4,3,1,12.0,True,True,0.5552705,0.5333659,0.54423475,True,0.0,0
13500.0,False,True,True,True,0,28440.0,1864.35,Alone,Service,1.0,M,False,CL,Home,0.008474,10526,1867,4835,3066,True,False,True,Laborers,2,2,1,17.0,True,True,0.5234523,0.24085517,0.44717857,True,1.0,1
27000.0,True,True,False,True,2,54000.0,2700.0,Alone,Service,2.0,M,False,RL,Home,0.022625,13829,746,1262,6027,True,False,True,Managers,4,2,5,12.0,True,True,0.33799887,0.47549704,0.20796417,True,1.0,1
29250.0,False,True,True,True,1,128835.0,3780.0,Alone,Commercial,2.0,S,False,CL,Home,0.072508,12819,126,933,4179,True,False,False,Sales,2,1,5,13.0,True,True,0.6700868,0.705257,0.14644207,True,0.0,0
22500.0,False,False,True,True,0,111384.0,5700.15,Relative,Service,1.0,S,False,CL,Home,0.010006,18629,176,396,2184,True,False,False,Security,1,2,2,11.0,True,True,0.6785581,0.08411945,0.6058363,True,2.0,0
22500.0,False,True,True,False,0,112950.0,4479.3,Alone,Service,2.0,W,False,CL,Home,0.035792,17711,1322,78,1265,True,True,True,Accountants,1,2,2,14.0,True,True,0.4617935,0.62274426,0.05384435,True,1.0,0
24300.0,True,False,False,True,0,63000.0,3430.8,Alone,Service,2.0,M,False,CL,Home,0.028663,13320,2370,4826,4564,True,False,False,Medicine,2,2,5,14.0,True,True,0.62921137,0.54418457,0.37571102,True,3.0,0
15750.0,True,False,False,True,1,89476.65,2970.0,Alone,Service,1.0,W,False,CL,Home,0.003813,16648,818,2102,198,True,False,False,Accountants,2,2,5,6.0,True,True,0.6190258,0.28100792,0.6722429,True,3.0,0
18000.0,True,False,True,False,1,125640.0,3327.3,Alone,Service,1.0,D,False,CL,Home,0.020246,14337,3031,1287,5137,True,False,True,Laborers,2,3,3,11.0,True,True,0.44952056,0.055029664,0.6463299,True,0.0,1
11250.0,False,True,True,True,0,49752.0,2790.9,Alone,Service,1.0,D,False,CL,Home,0.010006,21117,3267,7076,4662,True,False,False,Managers,1,1,2,15.0,True,True,0.67015326,0.6547647,0.6956219,True,0.0,0
12150.0,False,False,True,False,3,135000.0,3947.4,Alone,Service,2.0,M,False,CL,Home,0.007274,10316,3758,4932,2154,True,True,False,Core,5,2,2,11.0,True,True,0.25835547,0.5707146,0.27213368,True,0.0,0
36000.0,True,False,False,True,0,18000.0,900.0,Alone,Commercial,2.0,D,False,RL,Home,0.006629,21687,2143,2083,2638,True,False,False,High skill tech,1,2,2,4.0,True,True,0.58941066,0.06174818,0.6496203,True,5.0,0
12321.9,False,False,True,True,0,31500.0,2945.25,Alone,Service,2.0,W,False,CL,Home,0.02461,19665,2878,13379,3194,True,True,True,High skill tech,1,2,4,15.0,True,True,0.8196269,0.69946516,0.68638235,True,5.0,0
18000.0,True,False,True,False,1,62190.0,4926.6,Alone,Service,1.0,M,False,CL,Family,0.0228,11084,1511,5259,3743,True,False,True,Security,3,2,1,13.0,True,True,0.06783643,0.42922482,0.63303167,True,0.0,0
8987.4,False,False,False,False,1,44401.05,2255.4,Alone,Service,1.0,M,False,CL,Home,0.02461,8179,395,8148,839,True,True,True,Core,3,2,1,15.0,True,True,0.20178169,0.37550393,0.5602843,True,3.0,0
11250.0,True,True,True,True,2,5212.8,574.2,Alone,Service,1.0,M,False,CL,Home,0.009175,11938,2658,2179,2156,True,True,True,Sales,4,2,4,15.0,True,True,0.47382206,0.64861476,0.3825018,True,4.0,0
8100.0,False,True,False,False,0,35100.0,1706.85,Alone,Commercial,2.0,M,False,CL,Family,0.026392,10916,1608,5039,2036,True,False,True,Core,2,2,2,12.0,True,True,0.60445654,0.60448664,0.6754133,True,3.0,0
13500.0,False,False,False,True,0,110250.0,4684.05,Alone,Commercial,2.0,M,False,CL,Home,0.025164,20596,5156,2201,690,True,False,False,High skill tech,2,2,5,7.0,True,True,0.6802178,0.5224775,0.54423475,True,4.0,0
21150.0,False,False,False,True,0,100512.0,2952.0,Alone,Service,1.0,M,False,CL,Home,0.011703,19949,775,8008,3479,True,False,False,Core,2,2,2,14.0,True,True,0.8262911,0.72114176,0.2263474,True,1.0,0
13500.0,False,False,False,True,1,54000.0,2942.55,Alone,Service,1.0,M,False,CL,Family,0.026392,11426,229,11411,2715,True,False,False,Sales,3,2,3,11.0,True,True,0.7089412,0.6871069,0.48485148,True,6.0,0
15750.0,True,True,False,True,1,36489.6,2895.75,Alone,Service,1.0,M,False,CL,Home,0.006207,11157,1549,563,3757,True,False,False,Drivers,3,2,1,11.0,True,True,0.23215583,0.7212077,0.2764407,True,9.0,0
40500.0,False,False,False,True,0,172022.4,5992.2,Alone,Govt Job,2.0,S,False,CL,Home,0.011657,18767,528,1289,2244,True,False,False,Core,1,1,5,17.0,True,True,0.690106,0.7130683,0.5531647,True,7.0,0
35100.0,True,False,False,True,1,49500.0,3176.55,Relative,Service,1.0,M,False,CL,Home,0.028663,13284,2450,2191,3264,True,False,False,Managers,3,2,5,11.0,True,True,0.50793564,0.5504747,0.53527623,True,0.0,0
15750.0,True,False,False,True,0,30146.4,2394.9,Alone,Service,2.0,M,False,CL,Home,0.035792,14418,808,389,4631,True,False,False,Sales,2,2,1,13.0,True,True,0.7602828,0.5261317,0.41534716,True,0.0,0
15750.0,False,False,False,False,1,31410.0,1657.35,Alone,Service,1.0,S,False,CL,Home,0.018634,12344,5130,1629,205,True,False,False,Laborers,2,2,1,12.0,True,True,0.50299937,0.5308724,0.5513813,True,2.0,0
27000.0,False,True,True,True,0,107820.0,3833.1,Alone,Service,2.0,D,False,CL,Home,0.072508,8509,288,3371,362,True,False,True,Secretaries,1,1,1,15.0,True,True,0.45814425,0.7657811,0.21155076,True,0.0,0
33750.0,True,False,False,True,0,73331.55,7156.8,Alone,Commercial,2.0,M,False,CL,Home,0.010032,17798,834,543,1351,True,False,False,Core,2,2,1,4.0,True,True,0.6708192,0.6762605,0.6738301,True,2.0,0
22500.0,False,False,True,False,1,23985.0,2470.5,Alone,Govt Job,2.0,S,False,CL,Home,0.04622,17860,4741,4301,1391,True,False,False,Core,2,1,0,10.0,True,True,0.62626785,0.6774227,0.43296167,True,3.0,0
17100.0,True,False,True,False,0,29250.0,2048.85,Alone,Commercial,2.0,S,False,CL,Home,0.026392,14016,6879,8032,4288,True,False,True,Core,1,2,1,10.0,True,True,0.5442895,0.6789261,0.60927564,True,2.0,0
11700.0,False,False,True,False,0,65449.8,3148.65,Alone,Service,2.0,S,False,CL,Family,0.020246,8423,1410,6931,1085,True,True,True,Core,1,3,4,9.0,True,True,0.46178693,0.17100127,0.41709965,True,3.0,0
29314.8,True,True,False,False,0,64008.0,2009.7,Alone,Commercial,2.0,M,False,CL,Home,0.032561,18514,2934,6152,2016,True,True,True,Core,2,1,2,13.0,True,True,0.79632175,0.7800138,0.42765737,True,1.0,0
11250.0,False,False,True,True,0,84095.1,3348.0,Alone,Service,2.0,M,False,CL,Home,0.010643,14822,1132,1721,4390,True,False,True,High skill tech,2,2,4,11.0,True,True,0.53330714,0.47975266,0.68326885,True,1.0,0
24300.0,True,False,True,False,0,31500.0,1387.35,Alone,Service,1.0,M,False,CL,Home,0.031329,18948,5785,1054,2481,True,False,True,Laborers,2,2,4,13.0,True,True,0.6243521,0.55957997,0.15474363,True,4.0,0
11250.0,False,False,False,False,0,22500.0,1125.0,Alone,Commercial,1.0,S,False,RL,Home,0.008625,8921,1429,3393,1598,True,False,False,Private service,1,2,1,11.0,True,True,0.268399,0.37593475,0.7713616,True,3.0,0
27000.0,False,False,False,False,1,56250.0,3771.9,Alone,Commercial,1.0,M,False,CL,Municipal,0.072508,12021,2523,5957,1024,True,False,False,Accountants,3,1,3,19.0,True,True,0.60779506,0.6900096,0.2664568,True,2.0,0
15750.0,True,True,False,True,1,100692.0,4006.35,Alone,Service,2.0,M,False,CL,Home,0.018029,11826,2375,5130,4304,True,True,True,Accountants,3,3,1,8.0,True,True,0.2344929,0.49747074,0.5531647,True,2.0,0
45000.0,True,True,True,True,0,128835.0,4156.2,Alone,Service,2.0,D,False,CL,Home,0.030755,16730,4034,195,283,True,False,True,Managers,1,2,1,14.0,True,True,0.4618089,0.67247164,0.35895124,True,7.0,0
16650.0,False,True,True,True,1,31410.0,1657.35,Relative,Service,2.0,M,False,CL,Home,0.031329,9126,158,9108,1170,True,False,False,Core,3,2,3,7.0,True,True,0.21054898,0.5580003,0.78383243,True,0.0,0
15750.0,True,True,True,True,1,118512.0,4625.1,Alone,Commercial,1.0,M,False,CL,Home,0.00823,12216,319,40,3204,True,False,False,Laborers,3,2,3,18.0,True,True,0.35423315,0.35534602,0.36061257,True,6.0,0
24750.0,True,False,True,False,1,180000.0,6856.2,Alone,Commercial,1.0,M,False,CL,Home,0.02461,12587,3473,3513,4790,True,False,False,Drivers,3,2,4,16.0,True,True,0.19565381,0.7158921,0.69255906,True,0.0,0
22500.0,True,False,True,False,0,107820.0,3820.05,Alone,Service,1.0,M,False,CL,Home,0.02461,15873,1028,697,983,True,True,True,Drivers,2,2,1,14.0,True,True,0.5089143,0.38092926,0.3556387,True,1.0,0
18000.0,False,False,True,True,0,52650.0,1903.95,Alone,Service,2.0,M,False,CL,Home,0.026392,21675,4053,6730,4423,True,False,False,Managers,2,2,1,10.0,True,True,0.7620216,0.46796063,0.75839305,True,5.0,0
27000.0,True,False,False,True,0,83538.0,4032.0,Alone,Service,1.0,M,False,CL,Home,0.04622,20914,151,1052,2067,True,False,False,Core,2,1,5,10.0,True,True,0.7233129,0.75754064,0.36061257,True,5.0,0
21600.0,True,False,False,True,0,15282.0,1737.0,Alone,Commercial,1.0,M,False,CL,Home,0.025164,14486,2946,309,4571,True,False,False,Core,2,2,4,9.0,True,True,0.7202972,0.61162114,0.41709965,True,0.0,0
36000.0,False,False,True,True,0,82749.6,4238.1,Alone,Service,1.0,D,False,CL,Home,0.020713,17048,2847,7784,210,True,False,False,Laborers,1,1,5,12.0,True,True,0.27886042,0.5800745,0.7062051,True,1.0,0
22500.0,True,True,True,True,1,152045.1,4194.0,Alone,Service,1.0,M,False,CL,Home,0.031329,17444,1157,990,975,True,False,False,Private service,3,2,6,8.0,True,True,0.7906848,0.5936464,0.39621958,True,2.0,0
15750.0,False,False,False,True,0,129350.25,3569.85,Alone,Service,1.0,M,False,CL,Home,0.025164,16499,5345,7495,52,True,False,True,High skill tech,2,2,0,11.0,True,True,0.5185264,0.63820976,0.7062051,True,3.0,0
13500.0,True,False,True,True,1,128250.0,4150.35,Alone,Commercial,2.0,M,False,CL,Home,0.018209,10737,2775,4976,2996,True,False,True,IT,3,3,3,12.0,True,True,0.50658345,0.5829694,0.6577838,True,2.0,0
15750.0,True,False,True,True,1,104614.2,3071.7,Relative,Service,1.0,M,False,CL,Home,0.030755,9915,1341,511,2546,True,False,False,Laborers,3,2,2,12.0,True,True,0.19664058,0.624515,0.6528965,True,0.0,0
11250.0,False,False,True,True,0,50992.2,4980.6,Alone,Service,1.0,M,False,CL,Home,0.032561,21667,2771,13418,5145,True,False,False,High skill tech,2,1,3,14.0,True,True,0.83186615,0.7922864,0.12530787,True,8.0,0
15750.0,False,False,True,True,2,51963.3,3485.7,Alone,nan,1.0,M,False,CL,Home,0.011703,13988,1582,3770,5674,True,False,False,Sales,4,2,1,11.0,True,True,0.42593527,0.46074307,0.36896873,True,1.0,0
6750.0,True,True,False,False,1,6750.0,708.75,Alone,Service,1.0,M,False,CL,Rental,0.018801,13203,1731,3738,4130,True,True,True,Drivers,3,2,6,18.0,True,True,0.32766116,0.1596763,0.6313545,True,1.0,0
22500.0,False,False,False,True,0,157453.2,6010.2,Alone,Service,2.0,M,False,CL,Home,0.035792,21160,1459,4483,4586,True,False,False,Managers,2,2,6,15.0,True,True,0.72443306,0.7384547,0.824595,True,2.0,0
40500.0,False,True,True,True,0,70173.0,7570.35,Alone,Commercial,2.0,S,False,CL,Home,0.072508,11330,703,5732,2646,True,False,True,Sales,1,1,4,16.0,True,True,0.54263806,0.70261824,0.103449054,True,0.0,0
20250.0,False,False,False,True,0,27000.0,2133.0,Alone,Commercial,1.0,M,False,CL,Home,0.007274,11751,363,5310,3747,True,True,False,Drivers,2,2,1,13.0,True,True,0.0869254,0.4097271,0.36061257,True,1.0,0
22500.0,False,True,False,False,0,41479.2,1550.25,Alone,Commercial,2.0,M,False,CL,Home,0.035792,17747,163,10170,1306,True,False,True,Core,2,2,4,16.0,True,True,0.74611336,0.65119207,0.43473324,True,0.0,0
15750.0,True,False,True,True,0,16789.5,1794.15,Alone,Govt Job,1.0,M,False,CL,Home,0.003813,9027,732,1682,1682,True,False,False,Core,2,2,0,11.0,True,True,0.19561207,0.2606875,0.19747451,True,1.0,0
20250.0,False,False,True,True,1,129350.25,3569.85,Alone,Service,2.0,M,False,CL,Home,0.019101,13481,3264,7057,4389,True,False,False,Laborers,3,2,6,15.0,True,True,0.51919943,0.7003516,0.4650692,True,0.0,0
22500.0,False,True,False,True,1,11468.25,1309.95,Alone,Service,2.0,M,False,CL,Home,0.003818,12150,656,6132,4719,True,False,True,Laborers,3,2,6,9.0,True,True,0.24707057,0.43837684,0.37740424,True,2.0,0
18000.0,False,False,True,True,0,26998.2,3066.3,Alone,Service,1.0,M,False,CL,Home,0.016612,18794,2635,3402,2328,True,False,False,Laborers,2,2,1,13.0,True,True,0.5040512,0.5891919,0.7886808,True,4.0,0
20250.0,False,False,True,True,0,91647.0,2692.8,Alone,Commercial,2.0,M,False,CL,Home,0.025164,18056,812,2181,1575,True,False,False,Medicine,2,2,5,11.0,True,True,0.65484154,0.5919362,0.6986675,True,4.0,0
45000.0,True,True,False,True,1,113850.0,3341.7,Others,Commercial,2.0,M,False,CL,Home,0.006629,12140,1279,6203,3887,True,False,False,Core,3,2,3,9.0,True,True,0.2640716,0.6771551,0.63303167,True,2.0,0
13500.0,False,True,False,True,0,32346.0,2431.35,Alone,Service,1.0,M,False,CL,Home,0.010032,14889,2095,8921,4476,True,False,False,Managers,2,2,5,6.0,True,True,0.3819702,0.4987117,0.37233368,True,2.0,1
9000.0,False,False,True,True,1,28572.3,2620.35,Alone,Service,2.0,S,False,CL,Home,0.006207,11972,422,5262,4111,True,False,False,Accountants,2,2,1,11.0,True,True,0.6872537,0.11413509,0.49566582,True,2.0,0
17100.0,True,False,False,True,0,24750.0,1508.4,Alone,Service,2.0,M,False,CL,Home,0.026392,10875,1019,10863,2179,True,True,True,Sales,2,2,4,12.0,True,True,0.306747,0.65640396,0.6986675,True,3.0,0
22500.0,True,False,False,False,0,16810.2,1675.35,Alone,nan,1.0,M,False,CL,Home,0.014464,20006,7639,10636,2832,True,False,False,Sales,2,2,5,5.0,True,True,0.70159733,0.18256265,0.80274546,True,2.0,0
15750.0,False,False,False,True,2,81000.0,3212.1,Alone,Service,1.0,M,False,CL,Home,0.031329,12401,4188,6855,3233,True,True,False,Managers,4,2,4,9.0,True,True,0.57458675,0.70190954,0.74079907,True,3.0,0
27000.0,False,False,False,False,0,46833.3,2865.15,Alone,Commercial,1.0,W,False,CL,Municipal,0.006671,17398,759,4565,938,True,False,False,Accountants,1,2,4,18.0,True,True,0.35164315,0.6039166,0.34252888,True,2.0,0
6750.0,True,True,True,False,0,25870.95,1728.9,Alone,Service,1.0,M,False,CL,Home,0.015221,11071,1387,3788,3579,True,True,True,Cleaning,2,2,2,9.0,True,True,0.28920102,0.21193984,0.16841617,True,5.0,0
31500.0,False,False,False,True,0,172422.0,4754.25,Alone,Govt Job,1.0,D,False,CL,Home,0.072508,17609,10977,11473,1058,True,False,True,Medicine,1,1,4,13.0,True,True,0.8007739,0.56387067,0.6212263,True,1.0,0
17550.0,False,False,True,False,0,22500.0,1682.1,Alone,Service,1.0,S,False,CL,Municipal,0.008866,14117,6074,5076,4264,True,False,False,Accountants,1,2,5,17.0,True,True,0.49119958,0.39069128,0.31859553,True,0.0,0
27000.0,True,True,True,True,0,83538.0,4032.0,Alone,Commercial,2.0,M,False,CL,Home,0.04622,16404,4443,9031,4371,True,False,False,Drivers,2,1,5,13.0,True,True,0.73517966,0.71113163,0.51369375,True,0.0,0
22500.0,True,False,True,False,0,67500.0,3247.2,Alone,Service,2.0,M,False,CL,Home,0.028663,14438,2433,7196,1648,True,False,False,Managers,2,2,0,9.0,True,True,0.5285433,0.6345716,0.44361532,True,5.0,0
11250.0,False,True,True,False,0,44100.0,1176.3,Alone,Commercial,1.0,D,False,CL,Home,0.01452,19907,1730,14018,3430,True,False,False,High skill tech,1,2,6,10.0,True,True,0.7580509,0.6639636,0.4740513,True,6.0,0
31500.0,False,False,True,False,0,58500.0,1886.85,Alone,Commercial,1.0,S,False,CL,Home,0.072508,12267,1664,5640,3252,True,False,True,High skill tech,1,1,6,17.0,True,True,0.61977184,0.74499786,0.25946766,True,1.0,0
10800.0,False,False,False,False,0,64692.0,1891.35,Alone,Service,2.0,S,False,CL,Home,0.01885,18055,1410,1304,1588,True,False,False,High skill tech,1,2,5,15.0,True,True,0.5189876,0.63751775,0.6161217,True,2.0,0
9000.0,False,False,True,False,0,54000.0,2610.9,Alone,Service,2.0,S,False,CL,Home,0.028663,10524,1230,3231,3043,True,False,False,High skill tech,1,2,2,14.0,True,True,0.54487926,0.7139132,0.5118918,True,1.0,0
18000.0,False,False,True,True,0,80865.0,2621.7,Alone,Service,2.0,M,False,CL,Home,0.02461,14493,4226,8609,5279,True,False,False,Medicine,2,2,4,17.0,True,True,0.63196236,0.62722373,0.41709965,True,0.0,0
36000.0,False,False,True,True,0,18000.0,900.0,Alone,Service,2.0,M,False,RL,Home,0.006305,11853,3214,840,4425,True,False,False,Sales,2,3,5,6.0,True,True,0.53665847,0.5938363,0.78260785,True,0.0,0
11250.0,False,False,False,True,1,32702.4,2198.25,Alone,Commercial,1.0,M,False,CL,Home,0.014464,10192,2484,4481,1066,True,False,False,Laborers,3,2,4,10.0,True,True,0.22261569,0.4730053,0.43296167,True,3.0,0
22500.0,False,True,False,True,0,45000.0,2201.85,Alone,Service,1.0,S,False,CL,Home,0.020713,10980,1762,2646,3486,True,False,False,Laborers,1,1,3,9.0,True,True,0.29890546,0.63755816,0.2009261,True,5.0,0
22500.0,False,True,False,True,0,54504.0,3561.75,Alone,Commercial,1.0,M,False,CL,Home,0.001276,17055,429,816,605,True,False,False,Accountants,2,2,1,8.0,True,True,0.54472363,0.6985173,0.49566582,True,0.0,1
13500.0,False,False,True,False,0,47436.3,2102.4,Alone,Govt Job,2.0,M,False,CL,Home,0.00733,17890,6958,1466,1446,True,False,False,Core,2,2,5,15.0,True,True,0.7816722,0.79984385,0.58674,True,2.0,0
13500.0,True,False,False,True,0,61925.4,4167.9,Alone,Govt Job,1.0,S,False,CL,Home,0.018634,18418,2885,7146,1963,True,False,False,Core,1,2,1,13.0,True,True,0.54185474,0.656256,0.5531647,True,2.0,0
31500.0,True,True,False,False,1,18000.0,900.0,Alone,Service,2.0,M,False,RL,Home,0.026392,10682,2780,472,3353,True,False,False,Managers,3,2,5,13.0,True,True,0.2878782,0.72805375,0.5902333,True,3.0,0
22500.0,True,False,False,False,0,49103.1,3430.35,Alone,Service,1.0,M,False,CL,Home,0.014464,15965,2478,7875,4202,True,False,False,Drivers,2,2,4,4.0,True,True,0.58222795,0.000960575,0.6642483,True,0.0,0
18900.0,True,False,False,True,1,46833.3,3142.8,Alone,Govt Job,1.0,M,False,CL,Home,0.031329,16357,7056,8909,4749,True,False,False,Laborers,3,2,1,9.0,True,True,0.6295495,0.68177474,0.000527265,True,2.0,1
22500.0,True,False,True,True,0,18000.0,900.0,Alone,nan,1.0,M,False,RL,Home,0.018209,9010,649,6882,1688,True,False,True,Drivers,2,3,3,13.0,True,True,0.16561894,0.3582517,0.40487838,True,3.0,0
12600.0,False,False,False,True,0,135000.0,3725.55,Alone,Service,2.0,S,False,CL,Home,0.019101,7935,216,2207,618,True,True,False,Core,1,2,5,14.0,True,True,0.18014653,0.5082835,0.27933532,True,0.0,0
15750.0,False,False,False,True,0,13500.0,662.4,Alone,Service,2.0,M,False,CL,Home,0.00733,18675,10976,3977,2200,True,False,True,Core,2,2,5,9.0,True,True,0.60047436,0.6652796,0.31236538,True,2.0,0
27000.0,True,True,True,False,0,81404.1,2380.05,Alone,Service,1.0,D,False,CL,Home,0.030755,19102,4510,1918,2656,True,True,True,Laborers,1,2,4,10.0,True,True,0.8294677,0.703326,0.47944897,True,2.0,0
11250.0,False,False,True,True,1,13477.5,971.55,Alone,Govt Job,2.0,M,False,CL,Home,0.01885,15454,1580,9403,4650,True,False,False,Managers,3,2,0,14.0,True,True,0.83050424,0.76805604,0.6690567,True,0.0,0
15750.0,True,False,True,True,0,26064.0,2590.65,Alone,Service,2.0,S,False,CL,Home,0.032561,12458,899,6352,3981,True,False,False,Managers,1,1,0,13.0,True,True,0.62233067,0.48879662,0.4830502,True,1.0,0
31500.0,False,False,True,True,0,45000.0,4725.45,Relative,Service,1.0,M,False,CL,Home,0.01885,19805,3778,7971,3275,True,True,True,Security,2,2,1,11.0,True,True,0.7068319,0.69252974,0.7091891,True,0.0,0
24750.0,False,True,True,False,0,75519.0,3645.9,Relative,Govt Job,1.0,W,False,CL,Home,0.00496,16832,2460,10336,366,True,False,False,Cleaning,1,2,0,16.0,True,True,0.75162077,0.73918474,0.42236966,True,1.0,0
17100.0,True,True,False,False,0,45000.0,2201.85,Alone,Service,1.0,M,False,CL,Home,0.028663,22160,1725,10451,4238,True,False,False,Laborers,2,2,4,16.0,True,True,0.7464481,0.536494,0.4294237,True,0.0,1
13500.0,False,False,False,True,0,53366.85,2273.85,Alone,Service,1.0,M,False,CL,Home,0.020246,14994,2755,8145,4816,True,False,False,Managers,2,3,2,11.0,True,True,0.60155964,0.39242613,0.36061257,True,0.0,0
6750.0,False,False,False,True,1,39801.6,2672.55,Alone,Service,1.0,M,False,CL,Home,0.025164,16412,229,5799,4265,True,True,False,Drivers,3,2,4,13.0,True,True,0.41063544,0.64632875,0.8128226,True,2.0,0
32731.65,False,True,True,True,1,225450.0,5699.25,Alone,Service,2.0,M,False,CL,Home,0.018029,15641,2562,3709,5164,True,True,True,Sales,3,3,1,12.0,True,True,0.5916763,0.4773571,0.4758499,True,0.0,0
54000.0,True,True,True,True,0,180000.0,6269.85,Alone,Service,2.0,M,False,CL,Home,0.026392,18523,1966,458,2050,True,False,False,Accountants,2,2,1,13.0,True,True,0.7428799,0.7021703,0.832785,True,2.0,0
6750.0,False,False,False,True,0,91717.2,2694.6,Kids,Commercial,1.0,S,False,CL,Home,0.00712,18349,721,10045,1905,True,False,False,Sales,1,2,4,11.0,True,True,0.5497237,0.38691345,0.6195277,True,3.0,0
9000.0,False,True,False,False,0,13500.0,1009.35,Alone,Service,1.0,W,False,CL,Home,0.00733,19530,807,7276,2418,True,False,True,Sales,1,2,6,15.0,True,True,0.46557444,0.6267225,0.66585493,True,1.0,0
42750.0,False,True,False,True,0,13477.5,971.55,Alone,Commercial,1.0,D,False,CL,Family,0.019101,11195,684,2482,2941,True,False,False,Sales,1,2,6,16.0,True,True,0.32456467,0.5839951,0.63637614,True,4.0,0
27000.0,True,True,False,False,0,180000.0,6269.85,Alone,Service,2.0,M,False,CL,Home,0.022625,17152,925,5390,684,True,False,True,Managers,2,2,5,9.0,True,True,0.87186384,0.60534894,0.3996756,True,2.0,0
13500.0,False,False,False,False,1,75519.0,3645.9,Partner,Service,1.0,M,False,CL,Home,0.005144,10373,3309,3969,677,True,False,False,Cooking,3,2,2,16.0,True,True,0.33309752,0.6126958,0.41010258,True,3.0,1
13500.0,False,False,False,False,0,55098.0,4009.05,Alone,Service,1.0,D,False,CL,Home,0.020246,9602,757,9447,2275,True,True,False,Sales,1,3,1,11.0,True,True,0.3002019,0.15431678,0.18195911,True,0.0,0
27000.0,False,False,True,False,2,78713.1,4206.6,Alone,Commercial,2.0,M,False,CL,Municipal,0.072508,14110,3962,7536,4484,True,False,True,Managers,4,1,1,18.0,True,True,0.8314714,0.75276566,0.6769925,True,3.0,0
9000.0,False,False,True,True,3,53838.9,3760.2,Alone,Service,1.0,M,False,CL,Home,0.010006,14824,1536,2473,2885,True,False,True,Core,5,1,5,14.0,True,True,0.611342,0.7223977,0.7091891,True,1.0,0
15750.0,True,False,False,True,2,135000.0,4692.6,Alone,Service,2.0,M,False,CL,Home,0.0228,14554,2980,411,4578,True,False,False,Laborers,4,2,2,12.0,True,True,0.44431165,0.68308747,0.24318647,True,2.0,0
31500.0,False,False,False,True,0,105477.3,3498.75,Alone,Govt Job,1.0,W,False,CL,Home,0.010966,19364,4982,7183,2508,True,False,False,High skill tech,1,2,6,10.0,True,True,0.68978447,0.37174758,0.46865967,True,3.0,0
8100.0,False,True,True,False,0,24750.0,1237.5,Alone,Service,1.0,M,False,RL,Home,0.028663,19535,834,812,2973,True,False,False,Medicine,2,2,1,13.0,True,True,0.7583054,0.7340684,0.11465249,True,0.0,0
15750.0,False,False,True,True,0,45000.0,2250.0,Alone,Service,2.0,M,False,RL,Home,0.007274,20520,102,7208,3826,True,False,False,Security,2,2,5,13.0,True,True,0.3931969,0.3206626,0.59892625,True,1.0,0
13500.0,False,False,True,False,0,45000.0,1200.15,Alone,Service,2.0,M,False,CL,Home,0.026392,8414,936,2370,1102,True,False,False,Core,2,2,3,19.0,True,True,0.34645936,0.56623536,0.67065173,True,0.0,0
20250.0,True,True,True,True,1,177750.0,9753.75,Partner,Commercial,2.0,M,False,CL,Home,0.026392,14223,2664,8353,4936,True,False,True,Accountants,3,2,6,15.0,True,True,0.8510783,0.70362705,0.44361532,True,0.0,0
11700.0,False,False,True,True,0,11250.0,883.35,Relative,Commercial,2.0,M,False,CL,Home,0.026392,11629,110,5755,1646,True,False,False,Core,2,2,4,17.0,True,True,0.6943958,0.6958073,0.6479769,True,0.0,0
10350.0,True,False,True,True,1,31500.0,1575.0,Alone,Service,1.0,M,False,RL,Home,0.028663,15599,799,3207,4653,True,False,False,Laborers,3,2,6,9.0,True,True,0.54595536,0.63180864,0.5814837,True,1.0,0
11250.0,False,False,True,True,1,25470.0,2755.8,Partner,nan,1.0,M,False,CL,Home,0.022625,11501,1775,4876,3710,True,False,False,Private service,3,2,6,13.0,True,True,0.341123,0.4643799,0.57796913,True,1.0,0
11250.0,False,False,False,True,0,31500.0,1575.0,Alone,Service,1.0,D,False,RL,Home,0.010643,12430,3189,4093,4537,True,False,False,Medicine,1,2,3,16.0,True,True,0.40333083,0.5721284,0.5460232,True,0.0,0
67500.0,False,False,False,True,0,75519.0,3645.9,Alone,Commercial,1.0,S,False,CL,Home,0.072508,15582,1820,8265,1692,True,False,False,Managers,1,1,1,13.0,True,True,0.6631366,0.27716702,0.42236966,True,1.0,0
13500.0,True,False,False,True,0,143685.0,4201.2,Alone,Service,1.0,M,False,CL,Home,0.00733,14132,149,7915,4697,True,False,False,Laborers,2,2,2,15.0,True,True,0.65210927,0.7345974,0.48665315,True,3.0,0
16200.0,False,True,False,False,1,52315.2,4503.15,Others,Commercial,2.0,M,False,CL,Home,0.022625,14797,2261,8847,4215,True,False,False,Core,3,2,4,13.0,True,True,0.7354704,0.57116455,0.57796913,True,6.0,0
20250.0,True,True,True,True,0,52128.0,2840.85,Alone,Service,1.0,M,False,CL,Home,0.008474,10028,1124,9969,1345,True,False,True,Laborers,2,2,3,14.0,True,True,0.30637866,0.40612513,0.23661083,True,8.0,0
45000.0,False,True,True,False,1,106159.95,2813.4,Alone,Service,2.0,M,False,CL,Home,0.018801,14587,3795,3501,3546,True,False,False,High skill tech,3,2,5,8.0,True,True,0.5355461,0.59546506,0.6801388,True,0.0,0
31500.0,False,False,False,False,0,128835.0,3766.95,Alone,Service,2.0,M,False,CL,Municipal,0.006305,13716,1143,5074,4520,True,False,False,Core,2,3,0,13.0,True,True,0.49458662,0.5011335,0.58499,True,1.0,0
112500.0,True,False,True,True,1,121855.5,8493.75,Alone,Commercial,2.0,M,False,CL,Home,0.032561,12048,1618,1891,2047,True,False,True,Managers,3,1,5,17.0,True,True,0.35167742,0.751314,0.17249547,True,0.0,0
22500.0,False,False,False,False,2,180000.0,4950.0,Alone,Service,2.0,M,False,CL,Municipal,0.04622,11837,2309,5375,1575,True,False,True,Realty agents,4,1,3,12.0,True,True,0.37274486,0.792761,0.5513813,True,4.0,0
13500.0,False,False,False,False,1,105663.6,2800.35,Alone,Commercial,1.0,M,False,CL,Home,0.022625,14937,2631,1216,1440,True,False,True,Realty agents,3,2,4,11.0,True,True,0.68828064,0.41479778,0.81061804,True,0.0,0
18000.0,True,False,False,True,0,154602.0,4264.2,Alone,Service,1.0,M,False,CL,Home,0.031329,15167,1722,7450,3959,True,False,False,Managers,2,2,5,12.0,True,True,0.563908,0.41124052,0.7463002,True,2.0,0
13500.0,True,False,False,True,0,56249.1,2383.2,Partner,nan,1.0,M,False,CL,Home,0.008866,11565,2269,1411,1198,True,False,False,Laborers,2,2,6,18.0,True,True,0.26636788,0.3884448,0.63470554,True,3.0,1
15750.0,True,True,True,False,0,63000.0,1674.9,Alone,Service,1.0,M,False,CL,Home,0.018209,11249,2050,814,2837,True,False,False,Security,2,3,1,11.0,True,True,0.25344408,0.33059254,0.4632753,True,1.0,0
13500.0,True,False,False,True,0,27000.0,1099.35,Alone,Service,1.0,S,False,CL,Home,0.026392,10020,1183,2213,2605,True,True,False,Core,1,2,3,11.0,True,True,0.5608645,0.59716535,0.35233998,True,1.0,0
18000.0,False,False,False,True,0,100692.0,4279.05,Alone,Service,2.0,W,False,CL,Home,0.010643,20977,9270,10479,4377,True,False,False,Core,1,2,0,12.0,True,True,0.5813182,0.4754425,0.563835,True,6.0,0
22500.0,False,True,False,True,1,83560.5,2973.6,Alone,Govt Job,1.0,M,False,CL,Home,0.011703,14133,2554,12732,1863,True,False,True,Laborers,3,2,3,13.0,True,True,0.7572783,0.7297045,0.29708663,True,2.0,0
36000.0,False,False,True,False,1,38250.0,3021.75,Alone,Commercial,1.0,M,False,CL,Home,0.010643,14271,2297,3725,4817,True,True,False,HR,3,2,4,8.0,True,True,0.634141,0.44603595,0.12140828,True,3.0,0
13500.0,False,False,True,True,0,15282.0,1826.55,Alone,Commercial,2.0,S,False,CL,Home,0.011703,11806,4931,5243,3570,True,False,True,Sales,1,2,2,11.0,True,True,0.3876788,0.5129282,0.59892625,True,3.0,0
13500.0,False,False,False,True,0,33924.15,1662.75,Alone,Service,1.0,M,False,CL,Home,0.035792,12808,911,608,4062,True,False,False,Private service,2,2,3,12.0,True,True,0.40854484,0.5466352,0.79226446,True,1.0,0
20250.0,True,False,False,False,0,31566.6,2455.65,Alone,Service,2.0,S,False,CL,Family,0.010556,13229,1984,7215,4215,True,False,False,High skill tech,1,3,2,10.0,True,True,0.18060392,0.61513186,0.6006575,True,3.0,0
29250.0,True,False,True,False,1,225000.0,5948.55,Alone,Govt Job,2.0,M,False,CL,Home,0.032561,15787,5548,905,2956,True,False,False,Laborers,3,1,4,17.0,True,True,0.7965926,0.7755884,0.7992968,True,0.0,0
5985.0,True,False,True,True,1,75519.0,3512.25,Alone,Govt Job,1.0,M,False,CL,Home,0.015221,13878,2805,3911,4262,True,False,True,Core,3,2,3,11.0,True,True,0.6710807,0.465,0.53527623,True,3.0,1
45000.0,True,False,False,True,0,52128.0,2674.35,Alone,Commercial,1.0,M,False,CL,Home,0.032561,17716,1916,4550,1264,True,False,False,Private service,2,1,2,19.0,True,True,0.86766577,0.6666466,0.5954562,True,0.0,0
31500.0,False,True,False,True,0,45000.0,5340.6,Alone,Service,1.0,M,False,CL,Rental,0.032561,12456,714,800,743,True,False,False,High skill tech,2,1,3,17.0,True,True,0.4643474,0.69991547,0.39621958,True,4.0,0
10350.0,False,False,False,False,0,49500.0,1596.6,Alone,Service,2.0,D,False,CL,Home,0.015221,16114,154,4666,4701,True,False,True,High skill tech,1,2,6,12.0,True,True,0.81504107,0.26225838,0.36896873,True,6.0,0
29250.0,False,False,True,True,0,75519.0,3212.55,Alone,Govt Job,2.0,M,False,CL,Home,0.006629,19997,9852,7283,3420,True,False,False,Core,2,2,5,5.0,True,True,0.84904015,0.2743327,0.58499,True,0.0,0
13500.0,True,False,True,True,0,75519.0,3645.9,Alone,Service,1.0,S,False,CL,Home,0.030755,16430,214,10231,4075,True,False,False,Accountants,1,2,6,14.0,True,True,0.708819,0.6374015,0.8016009,True,1.0,0
13500.0,False,False,True,True,1,116672.4,3424.5,Alone,Service,1.0,M,False,CL,Home,0.04622,11307,1527,5900,2959,True,False,False,Laborers,3,1,1,15.0,True,True,0.32239422,0.63141686,0.36394525,True,1.0,0
15750.0,False,False,False,False,2,12150.0,1321.2,Alone,Service,1.0,M,False,CL,Home,0.00496,9531,645,4282,2218,True,False,False,Cooking,4,2,2,13.0,True,True,0.3586291,0.55886304,0.5971924,True,3.0,0
22500.0,True,False,True,True,0,148050.0,6109.65,Alone,Service,2.0,M,False,CL,Home,0.009175,14773,1624,2750,5785,True,False,True,Managers,2,2,1,12.0,True,True,0.8004211,0.5520813,0.51729655,True,2.0,0
11250.0,False,False,False,True,1,111791.7,4749.3,Alone,nan,2.0,M,False,CL,Home,0.008068,11337,4735,3216,1513,True,False,False,Sales,3,3,5,6.0,True,True,0.2763309,0.18194017,0.79462856,True,1.0,0
15750.0,False,True,False,False,1,132102.0,3542.4,Alone,Commercial,1.0,M,False,CL,Municipal,0.02461,15985,664,3122,4638,True,False,False,High skill tech,3,2,3,18.0,True,True,0.3240591,0.70416945,0.6161217,True,3.0,1
11250.0,False,True,True,True,0,113076.0,3319.2,Alone,Service,2.0,M,False,CL,Home,0.028663,17617,9297,9298,1134,True,False,False,Core,2,2,4,8.0,True,True,0.418156,0.6550563,0.7062051,True,4.0,0
11250.0,False,False,False,False,0,28440.0,1338.75,Alone,Commercial,1.0,S,False,CL,Home,0.009657,10287,100,8403,2942,True,False,False,Laborers,1,2,6,17.0,True,True,0.281633,0.32756537,0.7801436,True,0.0,1
15750.0,False,False,True,True,0,15750.0,1257.3,Alone,Service,2.0,M,False,CL,Home,0.018029,10933,1104,4604,3387,True,False,False,Core,2,2,4,7.0,True,True,0.3059224,0.4053079,0.25533178,True,1.0,0
18000.0,True,False,False,False,0,53691.75,2377.8,Relative,Commercial,2.0,M,False,CL,Home,0.008625,20882,9116,9519,4313,True,False,False,Accountants,2,2,4,10.0,True,True,0.75259143,0.58570474,0.4650692,True,2.0,0
22500.0,True,True,True,False,0,108221.4,3177.0,Alone,Service,1.0,M,False,CL,Home,0.006305,14427,2133,8454,4723,True,False,False,Laborers,2,3,6,4.0,True,True,0.3054121,0.65225923,0.49927202,True,1.0,0
20250.0,False,False,True,True,0,28545.3,1561.5,Alone,Service,2.0,M,False,CL,Home,0.025164,9721,1823,179,2382,True,False,False,Core,2,2,0,11.0,True,True,0.5655941,0.5643331,0.6594055,True,3.0,0
19125.0,False,True,True,True,0,35844.3,1756.35,Alone,Service,1.0,M,False,CL,Home,0.02461,19959,9790,8792,2674,True,False,False,Managers,2,2,2,12.0,True,True,0.81879693,0.69778925,0.3077367,True,2.0,0
13500.0,False,False,True,False,0,22500.0,1937.7,Alone,Service,1.0,S,False,CL,Family,0.010032,13371,328,7312,2263,True,False,False,Laborers,1,2,5,7.0,True,True,0.29337433,0.5553884,0.5226973,True,7.0,0
11250.0,True,False,False,True,0,18000.0,900.0,Alone,Service,1.0,S,False,RL,Family,0.02461,8840,272,8810,1042,True,False,True,Core,1,2,5,16.0,True,True,0.09757065,0.6115432,0.20559815,True,2.0,1
13050.0,False,False,False,False,1,32850.0,2208.15,Alone,Service,1.0,W,False,CL,Family,0.028663,15543,2959,7119,3303,True,False,False,Cooking,2,2,2,13.0,True,True,0.5523807,0.56880623,0.7016958,True,4.0,0
13500.0,True,False,False,True,0,128835.0,3780.0,Alone,Service,1.0,D,False,CL,Home,0.005002,16732,2393,169,247,True,False,False,Sales,1,3,4,10.0,True,True,0.7232704,0.5604636,0.6109913,True,0.0,0
9000.0,False,True,False,True,0,88884.0,2937.6,Relative,Commercial,1.0,S,False,CL,Municipal,0.032561,18550,6734,222,2105,True,False,False,Cooking,1,1,1,15.0,True,True,0.6433155,0.4425266,0.82038295,True,0.0,0
37800.0,True,True,True,True,0,65681.1,3576.15,Alone,Commercial,1.0,M,False,CL,Municipal,0.04622,14048,3134,7887,2426,True,False,False,Sales,2,1,3,19.0,True,True,0.37032586,0.70796794,0.44717857,True,2.0,0
22500.0,False,False,True,True,0,54504.0,2664.0,Others,Commercial,1.0,D,False,CL,Rental,0.007274,17454,1336,9747,987,True,False,False,Security,1,2,4,16.0,True,True,0.74089783,0.6021473,0.42765737,True,6.0,0
18000.0,False,True,False,True,1,109306.8,3208.95,Alone,Service,1.0,M,False,CL,Home,0.031329,15911,1805,5615,4923,True,False,False,Laborers,3,2,4,15.0,True,True,0.592161,0.6383259,0.28078958,True,4.0,1
11250.0,False,False,False,True,1,42071.85,2160.9,Partner,Commercial,2.0,M,False,CL,Home,0.01885,12746,717,2678,3275,True,False,True,Sales,3,2,1,11.0,True,True,0.21476997,0.60754615,0.7463002,True,2.0,0
23850.0,False,False,False,False,0,133988.4,3684.6,Alone,Commercial,2.0,M,False,CL,Home,0.018801,17748,3396,880,1291,True,True,True,Accountants,2,2,5,8.0,True,True,0.4423243,0.5419815,0.26224896,True,1.0,0
18000.0,False,False,False,True,0,45000.0,2583.45,Relative,Commercial,2.0,M,False,CL,Home,0.010556,14649,1008,3161,4716,True,False,True,Managers,2,3,2,14.0,True,True,0.8385663,0.62180877,0.4365065,True,4.0,0
15750.0,True,False,False,True,0,145104.75,6001.2,Relative,Commercial,2.0,M,False,CL,Home,0.025164,11083,2370,1947,3024,True,False,False,Accountants,2,2,3,9.0,True,True,0.5492423,0.6359498,0.3740208,True,2.0,0
12600.0,False,False,True,True,0,20250.0,1251.9,Alone,Service,1.0,M,False,CL,Home,0.006671,15127,2842,1532,4334,True,False,False,Laborers,2,2,2,18.0,True,True,0.55052876,0.55606323,0.8357765,True,1.0,0
13500.0,False,False,True,True,1,13500.0,675.0,Alone,Commercial,2.0,M,False,RL,Home,0.02461,14391,3304,3651,4326,True,True,True,Sales,3,2,3,11.0,True,True,0.66026145,0.63925934,0.77640986,True,2.0,0
11250.0,False,False,False,True,1,16961.4,1160.1,Alone,Service,1.0,M,False,CL,Home,0.011657,14155,2054,1009,993,True,False,False,Laborers,3,1,3,16.0,True,True,0.5651075,0.71890676,0.27500036,True,0.0,0
9000.0,True,True,True,True,0,28425.6,2781.9,Alone,Commercial,1.0,D,False,CL,Home,0.032561,19550,1067,5216,3080,True,False,False,High skill tech,1,1,2,16.0,True,True,0.88907933,0.72731274,0.77515525,True,1.0,0
29250.0,True,False,False,True,1,72992.25,3739.95,Alone,Service,1.0,M,False,CL,Home,0.030755,12740,3504,69,1257,True,False,False,Core,3,2,1,15.0,True,True,0.45630813,0.63700217,0.62630427,True,1.0,0
13500.0,False,True,False,True,0,23432.4,1578.6,Alone,Commercial,1.0,M,False,CL,Home,0.02461,14281,2868,873,4999,True,False,False,Sales,2,2,2,12.0,True,True,0.76235,0.5819962,0.8193177,True,3.0,0
24750.0,True,False,False,True,0,34584.3,3433.5,Relative,Commercial,2.0,S,False,CL,Home,0.031329,15897,2578,3859,3976,True,False,False,Accountants,1,2,5,17.0,True,True,0.6581327,0.7688032,0.039510522,True,3.0,0
15750.0,True,True,False,False,1,49049.55,2613.15,Alone,Service,2.0,M,False,CL,Home,0.009549,17336,8010,7042,863,True,False,True,High skill tech,3,2,2,16.0,True,True,0.564673,0.2525823,0.33445412,True,1.0,0
16200.0,True,False,True,False,2,63450.0,3065.4,Partner,Service,1.0,M,False,CL,Home,0.028663,12043,3078,828,3046,True,False,False,Cooking,4,2,3,13.0,True,True,0.495223,0.30846617,0.44183582,True,4.0,0
22500.0,True,True,False,False,0,31410.0,2137.5,Alone,Service,2.0,S,False,CL,Home,0.072508,9685,1312,4250,2313,True,False,True,Laborers,1,1,5,15.0,True,True,0.15379523,0.7198735,0.28665248,True,2.0,0
13500.0,True,False,True,True,0,35553.6,1874.25,Relative,Commercial,1.0,D,False,CL,Home,0.009175,11862,2186,7680,1594,True,False,False,Laborers,1,2,3,15.0,True,True,0.17356753,0.76401544,0.19633396,True,0.0,0
10350.0,True,False,True,True,0,52649.1,2817.9,Alone,Service,1.0,M,False,CL,Home,0.020713,13634,5499,6941,3848,True,True,False,Sales,2,2,2,11.0,True,True,0.5775334,0.49526224,0.48665315,True,0.0,0
20250.0,True,False,True,True,1,11716.2,1171.8,Alone,Commercial,2.0,D,False,CL,Home,0.025164,16821,1052,9117,367,True,False,False,Sales,2,2,6,14.0,True,True,0.2972945,0.5474697,0.36227724,True,1.0,0
20250.0,False,False,True,True,1,52128.0,2520.9,Alone,Commercial,1.0,M,False,CL,Home,0.072508,13156,640,6474,4150,True,False,False,High skill tech,3,1,2,14.0,True,True,0.45285192,0.6178875,0.13595104,True,3.0,0
15750.0,False,False,True,True,1,54504.0,2067.75,Alone,Service,1.0,M,False,CL,Home,0.009549,14989,1793,84,3346,True,False,False,Laborers,3,2,5,9.0,True,True,0.67299587,0.14370304,0.6479769,True,4.0,1
42750.0,False,False,False,True,0,94500.0,4003.65,Alone,Service,1.0,M,False,CL,Home,0.00733,14645,358,8413,184,True,False,False,Secretaries,2,2,4,16.0,True,True,0.7477842,0.6563448,0.6127042,True,0.0,0
10800.0,True,False,False,True,2,117000.0,3086.1,Alone,Service,2.0,M,False,CL,Home,0.026392,11440,325,683,982,True,True,True,Managers,4,2,1,15.0,True,True,0.4654469,0.69017327,0.34905526,True,1.0,0
20250.0,True,False,True,True,0,49752.0,3943.8,Relative,Commercial,1.0,M,False,CL,Home,0.025164,16293,3917,3953,4316,True,False,False,Laborers,2,2,6,13.0,True,True,0.17991556,0.7036043,0.833787,True,2.0,1
16650.0,True,False,False,True,0,51244.65,3741.75,Alone,Govt Job,1.0,M,False,CL,Home,0.00702,14674,2196,8816,4686,True,False,False,Drivers,2,2,1,10.0,True,True,0.3284386,0.67739403,0.75971216,True,7.0,0
14400.0,False,True,False,False,0,58500.0,2101.05,Alone,Service,1.0,D,False,CL,Home,0.01885,13705,1656,5225,4879,True,False,True,Core,1,2,5,12.0,True,True,0.34779155,0.75377357,0.5567274,True,4.0,0
31500.0,True,False,False,True,0,64008.0,3126.15,Alone,Service,1.0,M,False,CL,Home,0.072508,16622,126,2450,159,True,False,True,Drivers,2,1,2,11.0,True,True,0.36419442,0.61925477,0.3842068,True,1.0,0
20250.0,False,False,True,True,0,52128.0,2729.25,Alone,Commercial,2.0,S,False,CL,Family,0.032561,10578,910,4970,3103,True,False,True,Core,1,1,3,20.0,True,True,0.40954486,0.77016854,0.4650692,True,0.0,0
27000.0,True,False,True,True,0,68809.05,3043.8,Alone,Commercial,2.0,M,False,CL,Home,0.009175,17272,4597,5453,827,True,False,False,Managers,2,2,5,10.0,True,True,0.63710344,0.72278345,0.4294237,True,1.0,0
40500.0,True,False,True,True,0,157500.0,5290.65,Alone,Govt Job,2.0,D,False,CL,Home,0.015221,14508,7585,2114,5190,True,True,True,Managers,1,2,5,15.0,True,True,0.8208898,0.5930502,0.61782616,True,1.0,0
15750.0,False,False,False,True,0,154602.0,4533.3,Alone,Service,2.0,M,False,CL,Home,0.018801,17472,2891,2923,998,True,False,False,Accountants,2,2,5,8.0,True,True,0.63828796,0.48775303,0.26504943,True,0.0,0
8100.0,True,False,True,False,0,40293.9,2738.7,Alone,nan,2.0,M,False,CL,Municipal,0.020713,12069,1581,1916,4685,True,False,False,Core,2,3,6,11.0,True,True,0.33226153,0.4553256,0.27356467,True,0.0,0
18000.0,False,False,True,True,2,29250.0,1462.5,Alone,Service,2.0,M,False,RL,Home,0.010556,15065,252,3378,4252,True,False,False,Accountants,4,3,6,13.0,True,True,0.5479464,0.49937865,0.56737924,True,2.0,0
26100.0,True,False,False,True,0,67500.0,1986.75,Alone,Service,1.0,M,False,CL,Home,0.028663,16790,1390,309,324,True,False,False,Drivers,2,2,3,16.0,True,True,0.39667374,0.6839389,0.37064964,True,5.0,0
13500.0,False,False,True,True,0,76500.0,2760.75,Partner,Service,1.0,M,False,CL,Home,0.026392,18999,11593,9159,2542,True,False,False,Laborers,2,2,6,13.0,True,True,0.46686792,0.6826233,0.39277387,True,4.0,0
17550.0,False,True,True,True,0,26998.2,2848.05,Alone,Govt Job,2.0,M,False,CL,Home,0.008625,17326,1938,4761,884,True,False,True,Core,2,2,4,18.0,True,True,0.80121917,0.6061793,0.19977057,True,0.0,0
11250.0,False,False,True,True,1,31410.0,1644.3,Alone,Service,2.0,M,False,CL,Home,0.019689,10224,954,4253,2576,True,True,True,Sales,3,2,2,11.0,True,True,0.45334914,0.7035906,0.3842068,True,2.0,1
25200.0,False,True,False,True,0,133063.66,5419.35,Partner,Commercial,4.0,M,False,CL,Home,0.025164,10908,1783,1275,3590,True,False,False,Sales,2,2,2,12.0,True,True,0.5354977,0.607082,0.7252764,True,2.0,0
22500.0,True,False,True,True,0,33750.0,1687.5,Alone,Commercial,1.0,S,False,RL,Home,0.032561,19874,4489,105,3424,True,False,False,Private service,1,1,3,16.0,True,True,0.6933311,0.68827635,0.6722429,True,1.0,0
11250.0,True,False,True,False,2,31852.8,2317.5,Relative,Service,1.0,M,False,CL,Home,0.006008,15161,1142,4318,4318,True,False,False,Sales,4,2,4,10.0,True,True,0.31286514,0.5848396,0.44183582,True,4.0,0
20250.0,False,False,True,False,0,44805.6,2178.9,Relative,Service,1.0,S,False,CL,Family,0.018801,14598,3807,8103,3041,True,True,True,Private service,1,2,2,10.0,True,True,0.2923693,0.4317285,0.40835884,True,0.0,0
22500.0,True,False,True,True,1,92700.0,2710.35,Alone,Commercial,2.0,S,False,CL,Home,0.072508,14039,281,5058,4280,True,False,True,Accountants,2,1,0,15.0,True,True,0.5701536,0.5723479,0.34252888,True,3.0,0
18000.0,True,False,True,False,0,26064.0,2590.65,Alone,Service,2.0,M,False,CL,Home,0.00733,10372,1202,5227,2847,True,False,False,Core,2,2,2,10.0,True,True,0.14718524,0.3153132,0.30010775,True,2.0,0
27000.0,False,False,True,True,0,73810.8,5384.25,Alone,Govt Job,2.0,M,False,CL,Home,0.006629,9930,1387,4519,2187,True,False,False,Core,2,2,6,4.0,True,True,0.22931443,0.50116086,0.21885908,True,5.0,0
20250.0,False,False,True,True,0,67500.0,2628.45,Relative,Service,1.0,M,False,CL,Home,0.030755,16299,655,75,2595,True,False,False,Managers,2,2,2,17.0,True,True,0.49839184,0.6216699,0.2692858,True,3.0,1
13050.0,False,True,False,False,0,39816.0,1050.3,Alone,Service,1.0,M,False,CL,Home,0.031329,17496,2555,2937,920,True,False,False,Laborers,2,2,3,16.0,True,True,0.29222304,0.34097058,0.2608559,True,0.0,1
18000.0,True,False,False,False,1,11992.5,1285.2,Alone,Service,1.0,D,False,CL,Municipal,0.010032,11408,2800,5390,3679,True,False,False,Managers,2,2,1,10.0,True,True,0.7599443,0.4070115,0.7062051,True,4.0,0
31500.0,False,False,True,True,1,84874.5,3751.65,Partner,Service,1.0,M,False,CL,Home,0.072508,17820,4622,10199,1370,True,False,False,Managers,3,1,2,12.0,True,True,0.354668,0.73251164,0.5208976,True,1.0,0
11250.0,False,True,False,True,1,27627.75,1229.85,Alone,Service,1.0,S,False,CL,Home,0.016612,9916,1083,4641,2435,True,False,False,Laborers,2,2,2,12.0,True,True,0.29408035,0.51011974,0.44183582,True,1.0,0
40500.0,False,False,False,True,0,135000.0,4692.6,Alone,Service,2.0,M,False,CL,Home,0.026392,15881,4781,142,540,True,True,False,Laborers,2,2,5,12.0,True,True,0.6917312,0.69835615,0.35233998,True,1.0,0
31500.0,False,False,False,False,1,52128.0,2840.85,Alone,Commercial,2.0,M,False,CL,Home,0.02461,14128,1712,78,791,True,False,False,Managers,3,2,5,11.0,True,True,0.5603615,0.6239918,0.090220936,True,0.0,0
11250.0,True,False,True,True,1,63074.7,2330.1,Alone,Service,1.0,M,False,CL,Home,0.04622,11920,4251,610,3084,True,False,False,Laborers,3,1,5,10.0,True,True,0.39264658,0.7132651,0.62461466,True,5.0,0
13500.0,False,False,False,False,1,13500.0,675.0,Alone,Service,0.0,W,False,RL,Home,0.04622,20207,1478,7485,763,True,True,False,Laborers,2,1,6,15.0,True,True,0.602157,0.7479898,0.000527265,True,0.0,0
11250.0,True,True,False,False,0,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Rental,0.020713,14952,218,6828,3130,True,False,False,Drivers,2,2,5,7.0,True,True,0.28354868,0.5587337,0.5585066,True,0.0,0
13500.0,True,True,True,True,2,28440.0,1864.35,Alone,Service,1.0,M,False,CL,Home,0.025164,12566,385,3972,4726,True,False,False,Sales,4,2,4,9.0,True,True,0.4192597,0.20402311,0.37233368,True,6.0,0
23278.5,False,False,True,True,1,128319.75,3541.5,Alone,Commercial,2.0,M,False,CL,Home,0.030755,9454,2156,434,1114,True,True,True,Managers,3,2,3,13.0,True,True,0.32687297,0.5399778,0.60927564,True,0.0,0
22500.0,True,True,True,True,0,26550.0,2872.35,Alone,Commercial,2.0,S,False,CL,Family,0.026392,9690,1193,4217,2225,True,False,False,Core,1,2,4,14.0,True,True,0.4170875,0.65880674,0.3077367,True,1.0,0
27000.0,True,False,False,True,1,139500.0,3849.3,Alone,Service,1.0,M,False,CL,Home,0.015221,13727,1119,1827,1839,True,False,True,Drivers,3,2,1,8.0,True,True,0.16794425,0.5423018,0.13094716,True,0.0,0
18000.0,True,False,False,False,0,67500.0,1986.75,Alone,Govt Job,2.0,S,False,CL,Home,0.006305,20983,2425,8719,4113,True,True,True,Core,1,3,1,11.0,True,True,0.49210536,0.5424266,0.7032033,True,0.0,0
11250.0,True,False,True,True,0,22749.3,1958.85,Alone,Service,1.0,M,False,CL,Home,0.031329,9502,332,550,2183,True,False,False,Sales,2,2,2,7.0,True,True,0.39269507,0.51420105,0.3825018,True,0.0,1
27000.0,True,False,False,False,2,23985.0,2470.5,Alone,Commercial,2.0,S,False,CL,Home,0.009175,11619,1225,1376,3563,True,False,False,Managers,3,2,2,10.0,True,True,0.32365263,0.6373055,0.46865967,True,1.0,0
13500.0,False,False,True,False,1,34380.0,1247.85,Alone,Service,1.0,M,False,CL,Home,0.008474,16433,370,7119,4359,True,False,False,Core,3,2,1,17.0,True,True,0.72217214,0.5668046,0.6561584,True,0.0,0
11250.0,False,True,False,False,0,54504.0,2650.95,Alone,Service,1.0,M,False,CL,Rental,0.04622,12398,632,621,2130,True,False,False,Laborers,2,1,3,13.0,True,True,0.3851554,0.65429,0.37740424,True,4.0,0
22500.0,False,True,False,True,1,52239.6,3814.2,Alone,Commercial,2.0,M,False,CL,Home,0.072508,13868,693,5969,4212,True,False,False,Sales,3,1,3,15.0,True,True,0.446209,0.711805,0.27500036,True,1.0,0
45000.0,True,True,False,False,0,49752.0,4933.8,Alone,Service,2.0,S,False,CL,Home,0.028663,12862,3243,360,4192,True,True,False,Core,1,2,3,14.0,True,True,0.7577817,0.6653527,0.37910047,True,6.0,0
5400.0,False,False,False,True,0,19908.0,1309.05,Relative,Service,1.0,M,False,CL,Home,0.010966,10396,1243,1113,2764,True,False,False,Core,2,2,2,17.0,True,True,0.7251437,0.2007754,0.46865967,True,1.0,0
18000.0,False,True,False,True,0,40500.0,2209.95,Alone,Commercial,1.0,M,False,CL,Home,0.072508,15083,2607,5452,3113,True,False,True,Laborers,2,1,1,10.0,True,True,0.6589973,0.6325612,0.33445412,True,5.0,0
15750.0,False,False,False,True,0,88105.5,3494.25,Alone,Service,1.0,M,False,CL,Home,0.018801,12510,2475,6392,4348,True,False,True,Laborers,2,2,3,9.0,True,True,0.39972192,0.5620091,0.1634257,True,1.0,0
6750.0,False,True,True,False,0,45450.0,2186.55,Alone,Service,1.0,M,False,CL,Home,0.009657,9908,2068,4729,2516,True,False,False,Sales,2,2,4,17.0,True,True,0.39384246,0.2790592,0.5726825,True,2.0,0
11700.0,False,False,False,True,0,9594.0,961.65,Alone,Govt Job,1.0,M,False,CL,Home,0.022625,17799,9518,7452,1281,True,True,True,Core,2,2,6,10.0,True,True,0.8383352,0.57237995,0.622922,True,5.0,0
17550.0,False,False,False,False,2,75519.0,3632.85,Alone,Service,1.0,M,False,CL,Home,0.022625,13496,6692,7312,4129,True,True,True,Laborers,4,2,1,17.0,True,True,0.24241723,0.64476764,0.292588,True,0.0,1
6750.0,False,False,True,True,2,22500.0,1291.5,Others,Service,2.0,M,False,CL,Home,0.026392,13377,581,7364,4759,True,True,True,Cooking,4,2,3,20.0,True,True,0.49341998,0.70984966,0.28961125,True,2.0,0
15750.0,False,False,False,True,0,104098.5,3056.85,Alone,Commercial,1.0,M,False,CL,Home,0.032561,19049,128,6008,2527,True,False,True,Laborers,2,1,4,13.0,True,True,0.7052357,0.7124863,0.17456427,True,2.0,0
13500.0,False,False,True,True,0,135000.0,6750.0,Alone,Commercial,2.0,M,False,RL,Home,0.04622,9613,1341,3653,1202,True,False,True,Sales,2,1,2,12.0,True,True,0.51302046,0.66394895,0.24988507,True,1.0,0
22500.0,True,False,False,True,0,18000.0,900.0,Relative,Govt Job,2.0,S,False,RL,Home,0.026392,13374,4006,812,4005,True,False,False,Core,1,2,3,15.0,True,True,0.28252265,0.44260216,0.47045612,True,2.0,0
21330.0,True,True,False,True,0,23432.4,1864.35,Alone,Commercial,1.0,M,False,CL,Rental,0.035792,21251,171,343,349,True,False,False,Cooking,2,2,2,10.0,True,True,0.38236257,0.12176322,0.12931429,True,4.0,1
17550.0,False,True,False,True,0,78650.55,4028.85,Alone,Govt Job,1.0,M,False,CL,Home,0.005313,14021,4824,827,775,True,False,False,Core,2,2,6,14.0,True,True,0.35170564,0.59187275,0.56737924,True,1.0,0
9000.0,False,True,False,True,2,23320.8,1702.8,Alone,Service,2.0,M,False,CL,Home,0.031329,12149,3962,1991,3420,True,False,False,Core,4,2,1,14.0,True,True,0.5615654,0.1621208,0.5118918,True,2.0,0
6750.0,False,True,False,True,2,32590.8,1781.1,Alone,Service,1.0,S,False,CL,Home,0.00496,16911,104,2924,459,True,False,False,Cleaning,3,2,4,11.0,True,True,0.60761595,0.6757575,0.68326885,True,1.0,0
9900.0,False,False,True,False,1,26955.0,2485.35,Alone,Service,1.0,M,False,CL,Family,0.028663,10975,771,9182,2623,True,False,False,Sales,3,2,4,7.0,True,True,0.47611454,0.7098362,0.44183582,True,6.0,0
9000.0,False,False,True,True,2,29851.2,2371.5,Relative,Service,1.0,M,False,CL,Municipal,0.007114,10781,1324,4538,3468,True,False,False,Sales,4,2,6,11.0,True,True,0.15264606,0.26631036,0.4365065,True,5.0,1
15750.0,False,False,False,False,0,57362.85,2772.45,Alone,Commercial,1.0,S,False,CL,Home,0.006629,8369,879,3119,1004,True,False,False,Sales,1,2,0,8.0,True,True,0.33819073,0.70174026,0.3556387,True,2.0,0
24750.0,True,False,False,False,0,100692.0,4005.9,Alone,Service,1.0,M,False,CL,Home,0.018801,18241,11035,3312,1765,True,False,False,High skill tech,2,2,3,7.0,True,True,0.7199231,0.5877356,0.63303167,True,1.0,0
21600.0,False,False,False,False,0,25470.0,2025.0,Alone,Service,1.0,M,False,CL,Home,0.009334,10256,230,9889,2702,True,True,False,Low-skill Laborers,2,2,6,19.0,True,True,0.20062384,0.5444124,0.115386665,True,4.0,1
18450.0,True,False,True,True,1,32590.8,1676.7,Alone,Service,1.0,M,False,CL,Home,0.022625,11386,1045,5243,2606,True,False,True,Laborers,3,2,6,10.0,True,True,0.6336877,0.49066004,0.29109737,True,2.0,0
13500.0,False,False,False,False,0,24259.5,1641.15,Relative,Service,1.0,S,False,CL,Family,0.014464,14689,406,3983,3982,True,True,True,Security,1,2,1,9.0,True,True,0.57835275,0.4692294,0.33285058,True,4.0,0
15750.0,True,True,True,True,0,54504.0,2553.75,Alone,Service,1.0,S,False,CL,Home,0.02461,20064,1686,12031,1056,True,False,False,Drivers,1,2,4,11.0,True,True,0.35453245,0.6958073,0.19633396,True,0.0,0
11700.0,False,False,True,False,1,49752.0,2638.8,Alone,Service,0.0,M,False,CL,Home,0.010006,9936,267,708,1018,True,False,False,Medicine,3,1,2,10.0,True,True,0.28221098,0.67368907,0.66102356,True,0.0,0
11250.0,True,True,True,True,2,49752.0,3337.65,Alone,Service,1.0,M,False,CL,Home,0.020246,11482,2813,726,4100,True,True,False,Laborers,4,3,3,8.0,True,True,0.34271222,0.35350975,0.28078958,True,2.0,1
13500.0,False,True,True,True,0,26056.8,2551.5,Alone,Service,2.0,M,False,CL,Home,0.00702,14616,1383,6970,4696,True,True,False,Managers,2,2,3,15.0,True,True,0.64293,0.4262434,0.8061493,True,1.0,0
12600.0,False,True,False,False,0,22500.0,1766.7,Alone,Service,1.0,D,False,CL,Family,0.0105,8437,163,3270,1092,True,True,True,Cooking,1,3,3,19.0,True,True,0.30226722,0.022362608,0.4311918,True,0.0,0
15750.0,False,False,True,True,0,64008.0,2997.0,Alone,Service,2.0,M,False,CL,Home,0.006852,17224,726,2215,752,True,False,False,Accountants,2,3,4,12.0,True,True,0.60534596,0.005283156,0.3016249,True,2.0,1
15750.0,True,False,True,True,1,128835.0,3780.0,Alone,Govt Job,1.0,M,False,CL,Home,0.001333,15122,2355,5839,4090,True,False,False,Drivers,3,3,5,7.0,True,True,0.56622815,0.64436185,0.7091891,True,0.0,0
5850.0,False,False,True,True,2,37331.1,1657.35,Relative,Service,1.0,M,False,CL,Home,0.020246,11743,937,2892,4103,True,False,False,Laborers,4,3,6,7.0,True,True,0.22749645,0.11696424,0.2009261,True,0.0,0
20250.0,False,False,False,False,0,102474.0,4761.45,Alone,Service,2.0,S,False,CL,Home,0.003813,18578,3992,8427,2112,True,False,False,Core,1,2,1,10.0,True,True,0.42966995,0.37925985,0.7267112,True,0.0,1
13500.0,False,False,False,True,1,54504.0,2664.0,Alone,nan,1.0,M,False,CL,Home,0.020713,12296,879,6395,3752,True,False,False,Private service,3,2,6,8.0,True,True,0.37273866,0.5462558,0.4920601,True,4.0,0
22500.0,True,True,True,True,0,154086.75,4518.45,Relative,Service,2.0,M,False,CL,Home,0.072508,10490,285,5279,1658,True,True,True,Core,2,1,4,11.0,True,True,0.69734216,0.7653101,0.5100895,True,0.0,0
13500.0,True,False,True,True,0,22950.0,1244.7,Alone,Service,1.0,M,False,CL,Home,0.019101,11788,3427,3551,3553,True,True,False,Laborers,2,2,0,14.0,True,True,0.12059378,0.55515075,0.723837,True,3.0,0
22500.0,False,False,True,True,1,41479.2,2130.75,Alone,Service,1.0,M,False,CL,Home,0.009334,14076,2557,4458,4765,True,False,False,Drivers,3,2,1,10.0,True,True,0.6361403,0.7560756,0.5954562,True,1.0,0
31500.0,False,False,True,True,0,54000.0,2515.05,Alone,Service,2.0,D,False,CL,Home,0.026392,10905,881,1753,3369,True,True,False,Managers,1,2,5,17.0,True,True,0.15038128,0.49697873,0.18629295,True,3.0,1
15750.0,False,False,True,True,2,78708.6,2904.75,Alone,Service,1.0,M,False,CL,Home,0.022625,14547,7647,4217,4091,True,False,False,Drivers,4,2,6,10.0,True,True,0.5055052,0.71753925,0.8572975,True,1.0,0
24750.0,False,False,False,False,0,112500.0,3629.25,Alone,Service,2.0,M,False,CL,Home,0.030755,16106,1030,9538,2834,True,True,True,Managers,2,2,1,10.0,True,True,0.41157705,0.60855204,0.21640296,True,1.0,0
20250.0,False,True,True,True,0,29700.0,1444.5,Others,Service,1.0,S,False,CL,Home,0.010966,13448,738,7579,4189,True,False,False,Laborers,1,2,2,16.0,True,True,0.09875461,0.47047132,0.22508687,True,9.0,1
20250.0,False,True,False,True,0,11949.3,661.05,Alone,Commercial,2.0,M,False,CL,Home,0.030755,13064,396,2856,4617,True,False,True,Core,2,2,3,13.0,True,True,0.36433157,0.2528425,0.6161217,True,3.0,0
6750.0,False,False,True,True,0,15282.0,1634.4,Alone,Service,2.0,S,False,CL,Home,0.008474,9916,2894,9915,292,True,True,True,Sales,1,2,1,15.0,True,True,0.31814727,0.18696302,0.7713616,True,3.0,0
22500.0,False,False,True,True,0,45000.0,4624.2,Alone,Commercial,2.0,M,False,CL,Home,0.011703,19617,9819,4140,847,True,False,False,High skill tech,2,2,1,14.0,True,True,0.7775366,0.7021017,0.73381454,True,3.0,0
27000.0,True,True,True,False,0,120294.0,3506.4,Alone,Service,2.0,S,False,CL,Family,0.003541,8570,580,7085,1245,True,False,True,Accountants,1,1,3,17.0,True,True,0.35213503,0.7124236,0.31703177,True,0.0,0
12150.0,False,True,False,False,0,180000.0,4748.4,Alone,Commercial,1.0,M,False,CL,Home,0.006233,15280,916,442,4900,True,True,True,Laborers,2,2,2,16.0,True,True,0.61790156,0.6678992,0.5460232,True,1.0,0
22500.0,False,True,False,False,3,31500.0,2501.55,Alone,Service,1.0,M,False,CL,Home,0.014464,13654,519,2488,4093,True,True,False,Laborers,5,2,5,14.0,True,True,0.1649129,0.18334717,0.19070596,True,4.0,0
18000.0,False,True,False,False,0,90000.0,2631.6,Alone,Service,2.0,M,False,CL,Home,0.020246,13076,517,846,4485,True,True,True,Accountants,2,3,5,13.0,True,True,0.45611295,0.31552568,0.4614824,True,2.0,0
13500.0,False,False,True,True,3,56250.0,1827.45,Alone,Commercial,1.0,M,False,CL,Home,0.01452,12194,2287,1338,4000,True,False,False,Sales,5,2,6,10.0,True,True,0.32775074,0.53981483,0.3740208,True,2.0,0
20250.0,False,False,True,False,1,59033.7,2261.25,Alone,Service,1.0,M,False,CL,Home,0.04622,13903,374,3844,2479,True,False,True,High skill tech,3,1,2,16.0,True,True,0.5021994,0.4604171,0.63470554,True,1.0,0
40500.0,True,True,True,True,2,90000.0,4500.0,Alone,nan,2.0,M,False,RL,Home,0.002506,15353,1034,1018,3995,True,False,True,Accountants,4,2,1,6.0,True,True,0.6474828,0.123689055,0.7136314,True,2.0,0
54000.0,True,False,True,True,0,115951.5,3058.65,Alone,Service,2.0,S,False,CL,Municipal,0.016612,13407,217,1046,4315,True,False,True,Managers,1,2,4,16.0,True,True,0.35637537,0.45693678,0.46686402,True,0.0,1
18000.0,True,False,True,True,2,22500.0,2375.55,Alone,Service,1.0,M,False,CL,Home,0.026392,12240,1045,2408,4192,True,False,False,Private service,4,2,2,12.0,True,True,0.41037446,0.6774275,0.44361532,True,3.0,0
20250.0,False,True,True,False,1,56890.8,2179.8,Alone,Commercial,2.0,M,False,CL,Home,0.016612,10765,1775,1108,3353,True,False,False,Core,3,2,3,17.0,True,True,0.4903115,0.5690261,0.45074728,True,0.0,0
15750.0,True,False,False,False,0,15750.0,1457.55,Relative,Service,2.0,S,False,CL,Family,0.015221,9302,1131,979,1966,True,False,False,Laborers,1,2,0,10.0,True,True,0.43769816,0.56538117,0.30314636,True,6.0,0
5400.0,False,False,True,True,0,58500.0,1723.5,Alone,Service,1.0,M,False,CL,Home,0.028663,18136,1277,9207,1646,True,True,True,Core,2,2,5,9.0,True,True,0.24132474,0.45042747,0.46865967,True,0.0,0
27000.0,False,True,False,True,1,49500.0,1930.95,Alone,Service,1.0,M,False,CL,Home,0.018209,11494,1903,5981,3980,True,False,False,Cooking,3,3,1,13.0,True,True,0.43898213,0.52919465,0.09081471,True,6.0,0
13500.0,True,True,True,False,0,84874.5,4617.45,Alone,Service,1.0,S,False,CL,Family,0.0105,10680,132,5209,3348,True,False,True,Drivers,1,3,5,10.0,True,True,0.734682,0.59426343,0.27788568,True,0.0,1
15750.0,True,True,False,True,4,55722.15,3573.9,Relative,Service,1.0,M,False,CL,Home,0.019101,11838,4314,1217,3831,True,False,False,Drivers,6,2,4,14.0,True,True,0.25209174,0.64859486,0.63637614,True,1.0,0
18900.0,True,False,False,True,0,94500.0,2776.05,Relative,Service,1.0,M,False,CL,Home,0.028663,12293,155,1384,4379,True,False,True,Sales,2,2,3,12.0,True,True,0.5697506,0.62859297,0.5406544,True,2.0,0
9000.0,False,True,True,True,1,51856.2,2664.45,Alone,Service,1.0,M,False,CL,Home,0.010643,15807,813,725,1456,True,False,False,Sales,3,2,2,11.0,True,True,0.056155603,0.7016853,0.7223929,True,1.0,0
9000.0,False,False,True,True,0,23181.3,1034.1,Alone,Commercial,1.0,M,False,CL,Home,0.018209,17018,3047,6670,565,True,False,False,Laborers,2,3,3,11.0,True,True,0.62462986,0.081973106,0.7091891,True,1.0,1
18000.0,False,True,False,True,1,60415.2,4421.7,Alone,Commercial,1.0,S,False,CL,Home,0.006629,10420,948,4460,2812,True,False,True,Sales,2,2,3,4.0,True,True,0.42029312,0.5824164,0.508287,True,0.0,0
13500.0,True,False,False,True,1,45000.0,2188.8,Alone,Service,1.0,M,False,CL,Office,0.015221,11483,534,6067,3942,True,False,False,Laborers,3,2,3,14.0,True,True,0.46641472,0.65243775,0.7421816,True,0.0,0
22500.0,True,False,True,True,1,72512.1,6898.05,Alone,Service,1.0,M,False,CL,Home,0.019689,17287,1019,521,819,True,False,False,Core,3,2,1,9.0,True,True,0.80864257,0.5709074,0.6463299,True,1.0,0
9000.0,False,True,True,True,0,59033.7,2613.15,Alone,Service,1.0,S,False,CL,Home,0.020713,13408,2503,7053,1029,True,False,False,Medicine,1,2,6,8.0,True,True,0.6099486,0.5469658,0.7958031,True,0.0,0
12600.0,False,True,True,True,0,22950.0,1023.75,Alone,Service,1.0,M,False,CL,Home,0.028663,18731,4871,8112,2261,True,False,True,Managers,2,2,4,12.0,True,True,0.8115824,0.47414467,0.10684195,True,1.0,0
11250.0,True,False,False,False,1,18338.4,1813.5,Alone,Commercial,2.0,M,False,CL,Municipal,0.04622,16549,1815,10598,88,True,False,False,Core,3,1,2,15.0,True,True,0.7588218,0.63145757,0.824595,True,2.0,0
15750.0,True,False,True,False,0,79247.7,2569.5,Alone,Commercial,1.0,M,False,CL,Home,0.022625,13710,5835,4468,4970,True,False,True,Cleaning,2,2,4,16.0,True,True,0.60138166,0.771266,0.3409064,True,5.0,0
24750.0,False,False,True,True,1,49500.0,3614.85,Relative,Service,2.0,M,False,CL,Home,0.018209,10204,1136,4853,2888,True,False,False,Sales,3,3,5,11.0,True,True,0.39524665,0.5042222,0.6956219,True,1.0,0
13500.0,False,False,True,False,0,65961.0,2127.6,Alone,Commercial,1.0,S,False,CL,Home,0.018801,14481,977,195,4462,True,False,True,Accountants,1,2,1,11.0,True,True,0.644732,0.51276433,0.54423475,True,1.0,0
22500.0,False,False,False,True,0,131211.0,5203.8,Alone,Service,2.0,M,False,CL,Home,0.026392,18160,1921,3393,1662,True,True,False,Private service,2,2,1,13.0,True,True,0.43237105,0.68887657,0.3893388,True,1.0,0
15750.0,False,False,True,True,2,31276.8,2065.5,Alone,Service,1.0,M,False,CL,Home,0.006629,13708,6325,810,4041,True,False,False,Medicine,4,2,1,5.0,True,True,0.47423857,0.7012228,0.7295667,True,0.0,0
16200.0,True,True,True,True,0,172183.5,4747.95,Alone,Govt Job,1.0,M,False,CL,Home,0.009334,15221,2302,7377,3923,True,False,False,Core,2,2,1,15.0,True,True,0.3015872,0.7184823,0.57091653,True,1.0,0
21150.0,True,False,False,True,1,85435.2,2266.65,Alone,Commercial,2.0,M,False,CL,Home,0.016612,11996,2106,1404,4205,True,True,True,Laborers,3,2,6,12.0,True,True,0.22286667,0.4911519,0.51549536,True,0.0,0
18000.0,False,False,False,False,0,29250.0,1506.15,Alone,Commercial,1.0,M,False,CL,Home,0.072508,14070,1565,794,737,True,True,True,Laborers,2,1,4,15.0,True,True,0.2294582,0.67669594,0.5316861,True,2.0,0
13500.0,True,False,False,True,0,32157.45,1167.75,Alone,Govt Job,1.0,M,False,CL,Home,0.018634,19434,4289,388,2955,True,False,False,Managers,2,2,5,11.0,True,True,0.84508276,0.65743405,0.49927202,True,0.0,0
18000.0,False,True,False,True,1,60415.2,4421.7,Alone,Commercial,1.0,S,False,CL,Home,0.006629,10420,948,4460,2812,True,False,True,Sales,2,2,3,4.0,True,True,0.42029312,0.5824164,0.508287,True,0.0,0
13500.0,False,False,False,True,1,22500.0,2238.3,Alone,Commercial,1.0,M,False,CL,Home,0.026392,11836,465,171,2662,True,False,False,High skill tech,3,2,4,18.0,True,True,0.41763994,0.7669244,0.66745776,True,2.0,0
11700.0,False,True,True,True,1,28440.0,1913.4,Alone,Govt Job,1.0,M,False,CL,Home,0.009334,11328,1759,3986,3986,True,False,False,Core,3,2,0,13.0,True,True,0.29905736,0.64251053,0.22508687,True,3.0,0
9000.0,True,False,False,True,0,27000.0,1350.0,Alone,Commercial,2.0,M,False,RL,Home,0.0228,9540,177,2594,2200,True,False,False,High skill tech,2,2,6,13.0,True,True,0.36603037,0.68137604,0.74079907,True,0.0,0
15750.0,True,False,True,False,1,22500.0,1503.45,Alone,Commercial,1.0,M,False,CL,Rental,0.025164,9201,860,8319,1881,True,True,False,Laborers,3,2,5,15.0,True,True,0.31385225,0.6594602,0.5954562,True,3.0,0
13500.0,False,False,True,True,0,107820.0,3165.3,Alone,Commercial,1.0,M,False,CL,Office,0.018801,18876,245,204,1405,True,True,False,Sales,2,2,2,17.0,True,True,0.32163194,0.57764894,0.18195911,True,0.0,0
27000.0,False,False,True,True,0,18000.0,900.0,Alone,Service,2.0,D,False,RL,Home,0.006671,15297,2139,2063,3748,True,False,False,Drivers,1,2,0,18.0,True,True,0.6421301,0.6080466,0.52449644,True,4.0,0
18000.0,False,False,False,True,0,12735.0,1350.0,Relative,Service,1.0,M,False,CL,Home,0.031329,15797,8978,9902,4890,True,False,False,Core,2,2,0,11.0,True,True,0.46334055,0.5507831,0.086161666,True,3.0,0
15750.0,False,False,True,True,0,65332.8,2120.4,Alone,Commercial,1.0,M,False,CL,Home,0.020246,17605,2543,5315,1142,True,False,False,Sales,2,3,6,9.0,True,True,0.6792576,0.49945518,0.6528965,True,4.0,0
9000.0,False,True,False,True,1,54504.0,2664.0,Others,Service,1.0,M,False,CL,Home,0.006207,16746,3600,1625,293,True,False,False,Laborers,3,2,5,17.0,True,True,0.5551155,0.065018944,0.24451639,True,3.0,0
49500.0,True,False,False,True,1,18765.9,1868.85,Alone,Service,2.0,M,False,CL,Home,0.010032,16812,71,6864,360,True,False,True,Managers,3,2,1,3.0,True,True,0.4819339,0.56213826,0.80388504,True,2.0,0
6750.0,False,False,True,True,1,19908.0,1155.6,Alone,Commercial,1.0,S,False,CL,Family,0.031329,11291,3754,4401,3840,True,False,False,Secretaries,2,2,5,9.0,True,True,0.26572233,0.46129188,0.37233368,True,1.0,0
31500.0,True,True,False,True,1,72846.0,6929.55,Alone,Commercial,2.0,M,False,CL,Home,0.003069,14290,2347,8203,3253,True,False,False,HR,3,3,1,11.0,True,True,0.50099725,0.7851187,0.7713616,True,2.0,0
20250.0,False,False,True,True,0,80392.95,4501.8,Relative,Govt Job,2.0,M,False,CL,Home,0.025164,18799,2443,6282,2341,True,False,True,Core,2,2,5,15.0,True,True,0.8629748,0.56919235,0.37910047,True,3.0,0
12600.0,False,False,False,True,0,133650.0,4416.75,Alone,Service,1.0,M,False,CL,Home,0.04622,11192,1599,5966,3850,True,True,True,Sales,2,1,3,9.0,True,True,0.5209115,0.28723463,0.6848277,True,0.0,0
13500.0,False,False,False,True,0,22752.0,1810.35,Alone,Service,1.0,M,False,CL,Home,0.010966,12071,2438,5112,4488,True,False,False,Drivers,2,2,4,12.0,True,True,0.39635646,0.66057897,0.45432106,True,4.0,0
13500.0,False,False,True,False,0,40500.0,2025.0,Alone,Commercial,1.0,M,False,RL,Municipal,0.072508,17982,3508,3751,1462,True,False,False,Sales,2,1,1,11.0,True,True,0.54140925,0.7542279,0.63637614,True,2.0,0
27900.0,False,False,False,True,0,45450.0,2904.3,Alone,Service,2.0,M,False,CL,Home,0.006305,19214,2512,7031,1911,True,True,True,Laborers,2,3,1,6.0,True,True,0.47950223,0.6051504,0.563835,True,0.0,0
15750.0,True,False,False,False,2,27000.0,1350.0,Alone,Govt Job,1.0,M,False,RL,Home,0.005313,15942,1942,1559,5649,True,False,False,Core,4,2,3,13.0,True,True,0.4376416,0.20974946,0.73801965,True,0.0,0
27000.0,False,True,False,True,2,72000.0,3600.0,Alone,Service,2.0,M,False,RL,Home,0.04622,15759,1350,6741,855,True,False,False,Accountants,4,1,4,15.0,True,True,0.70559394,0.6234786,0.39621958,True,3.0,0
29250.0,True,False,True,False,0,130050.0,4195.35,Alone,Govt Job,2.0,S,False,CL,Home,0.00496,10020,1241,4580,2688,True,False,True,Drivers,1,2,5,11.0,True,True,0.48157635,0.5753746,0.7032033,True,3.0,0
18000.0,False,False,True,True,0,107820.0,3165.3,Relative,Service,2.0,M,False,CL,Home,0.022625,16517,9279,2866,70,True,False,True,Managers,2,2,1,18.0,True,True,0.57324874,0.7926281,0.88026845,True,0.0,0
15750.0,False,False,True,False,0,54504.0,2664.0,Alone,Service,1.0,S,False,CL,Home,0.006207,10712,301,901,2906,True,False,False,Laborers,1,2,3,18.0,True,True,0.4076459,0.68841237,0.30467218,True,1.0,0
15300.0,True,False,False,False,2,49103.1,3417.3,Alone,Govt Job,2.0,M,False,CL,Home,0.00963,10967,2424,331,3369,True,False,False,Core,4,2,4,10.0,True,True,0.34165567,0.6190898,0.7267112,True,0.0,0
27000.0,True,False,False,True,0,22500.0,2544.75,Alone,Service,1.0,M,False,CL,Home,0.005002,14608,3659,4257,2826,True,True,False,Drivers,2,3,3,13.0,True,True,0.24464492,0.5774622,0.41010258,True,1.0,1
18000.0,False,True,True,True,0,56700.0,2415.15,Alone,Commercial,1.0,M,False,CL,Home,0.026392,16959,1972,6391,488,True,True,True,Laborers,2,2,3,11.0,True,True,0.8208833,0.7602175,0.73381454,True,1.0,0
22500.0,True,True,False,True,1,55098.0,3534.3,Alone,Service,1.0,M,False,CL,Home,0.010276,10235,1817,5096,2882,True,False,False,High skill tech,3,2,1,14.0,True,True,0.34870645,0.10728845,0.0938366,True,8.0,0
22500.0,False,False,True,True,1,20628.0,790.65,Alone,Service,1.0,M,False,CL,Home,0.010643,14797,1720,6777,4375,True,False,False,Managers,3,2,3,13.0,True,True,0.47144252,0.47595516,0.6380435,True,4.0,0
13500.0,True,True,True,True,3,88884.0,3205.35,Alone,Commercial,2.0,M,False,CL,Home,0.018029,13624,419,902,2233,True,False,False,Laborers,5,3,3,10.0,True,True,0.39866826,0.4912339,0.4902575,True,1.0,1
13500.0,False,False,True,False,0,40500.0,2618.55,Partner,Commercial,2.0,M,False,CL,Home,0.003069,9903,1171,4765,1834,True,False,True,Core,2,3,1,18.0,True,True,0.70213926,0.75338376,0.6512602,True,4.0,0
18000.0,False,False,False,False,1,73331.55,3919.95,Alone,Service,1.0,M,False,CL,Home,0.031329,15634,386,3917,4387,True,True,False,Laborers,3,2,5,17.0,True,True,0.78078085,0.7826998,0.5884878,True,0.0,0
90000.0,True,False,True,True,0,128835.0,4169.25,Alone,Commercial,1.0,M,False,CL,Home,0.00963,17514,854,3032,1015,True,False,False,Managers,2,2,3,16.0,True,True,0.27046782,0.44805765,0.344155,True,1.0,1
11250.0,False,False,True,True,1,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.022625,11646,1589,3954,1336,True,False,False,Core,3,2,4,13.0,True,True,0.69387966,0.30618054,0.23143935,True,1.0,0
33750.0,False,True,True,False,0,81404.1,2393.1,Relative,nan,1.0,M,False,CL,Home,0.072508,15113,1076,9240,4311,True,False,False,Laborers,2,1,2,18.0,True,True,0.6517763,0.72609234,0.78988034,True,1.0,0
13500.0,False,False,True,True,0,73001.7,3740.4,Relative,Service,1.0,M,False,CL,Home,0.00496,11840,1789,1024,4193,True,False,True,Cooking,2,2,5,14.0,True,True,0.31787694,0.68269444,0.5797274,True,0.0,0
18000.0,False,False,True,False,0,27000.0,2524.5,Relative,Commercial,2.0,S,False,CL,Home,0.072508,16525,1633,5208,61,True,False,False,Sales,1,1,1,17.0,True,True,0.8144807,0.7616019,0.44539624,True,3.0,0
14400.0,False,False,False,True,0,152310.6,5483.7,Alone,Commercial,1.0,M,False,CL,Home,0.005313,16164,3508,9114,4265,True,False,False,Laborers,2,2,5,17.0,True,True,0.35285732,0.70963794,0.15100753,True,2.0,1
9000.0,True,True,False,True,0,34551.0,1887.3,Alone,Service,1.0,M,False,CL,Home,0.022625,11689,584,5437,3969,True,False,False,Laborers,2,2,3,11.0,True,True,0.09223494,0.48038033,0.31859553,True,2.0,0
12600.0,False,False,False,True,0,4500.0,445.05,Alone,Service,1.0,M,False,CL,Home,0.020246,15950,5772,9958,4067,True,True,False,Laborers,2,3,5,12.0,True,True,0.3053971,0.49106446,0.75971216,True,2.0,0
18000.0,True,False,True,True,1,29977.2,2016.0,Alone,Commercial,2.0,S,False,CL,Home,0.032561,15217,5052,4232,772,True,False,True,Laborers,2,1,6,12.0,True,True,0.56385577,0.8067846,0.39277387,True,1.0,0
22500.0,False,True,False,True,0,51244.65,4061.7,Alone,Service,1.0,M,False,CL,Home,0.030755,15256,413,1338,2222,True,False,False,Drivers,2,2,6,12.0,True,True,0.07171224,0.31834242,0.4382814,True,4.0,1
9000.0,False,False,True,False,0,10188.0,1110.15,Alone,Service,2.0,M,False,CL,Home,0.007114,10591,530,1424,1672,True,False,False,High skill tech,2,2,1,18.0,True,True,0.17460844,0.36610153,0.5316861,True,0.0,0
9000.0,False,True,True,False,0,23985.0,2859.3,Alone,Service,2.0,M,False,CL,Home,0.018029,9099,898,3600,1769,True,False,False,Waiters/barmen,2,3,0,8.0,True,True,0.22827567,0.2626817,0.3556387,True,1.0,0
6750.0,False,False,False,True,0,18000.0,900.0,Relative,Commercial,2.0,M,False,RL,Home,0.008625,8167,584,4983,125,True,True,False,Laborers,2,2,5,18.0,True,True,0.28437725,0.20855221,0.11033243,True,0.0,1
15750.0,False,False,True,True,0,47404.8,2494.8,Alone,Service,1.0,S,False,CL,Home,0.010147,15558,457,9357,4599,True,True,True,Laborers,1,2,5,15.0,True,True,0.5314542,0.6937344,0.40487838,True,4.0,0
20250.0,False,False,False,False,0,75519.0,2967.75,Alone,Service,1.0,S,False,CL,Home,0.008019,15474,4693,2693,3969,True,False,False,Sales,1,2,1,17.0,True,True,0.6473537,0.71631444,0.58674,True,1.0,0
18000.0,True,True,False,False,0,45450.0,1773.9,Alone,Commercial,1.0,M,False,CL,Home,0.014464,11579,893,2869,4222,True,False,False,Security,2,2,4,8.0,True,True,0.01919138,0.001113969,0.3016249,True,3.0,1
11250.0,False,True,True,False,0,4500.0,484.65,Alone,Govt Job,1.0,D,False,CL,Family,0.0228,9616,1315,4485,2274,True,True,True,Core,1,2,3,12.0,True,True,0.122611485,0.3865193,0.08064955,True,4.0,0
9450.0,False,False,True,True,0,67500.0,2628.45,Alone,Service,1.0,S,False,CL,Home,0.020246,17740,1407,6539,1301,True,False,True,Sales,1,3,2,11.0,True,True,0.06359272,0.5126168,0.3457848,True,1.0,0
49500.0,True,False,False,True,0,90000.0,5519.25,Alone,Service,2.0,S,False,CL,Home,0.022625,15479,4984,3538,4949,True,False,True,Managers,1,2,3,10.0,True,True,0.5560038,0.72865945,0.5460232,True,1.0,0
9000.0,False,False,False,False,1,44745.3,2440.35,Alone,nan,1.0,M,False,CL,Municipal,0.009549,14130,946,5090,5513,True,False,False,Core,3,2,0,12.0,True,True,0.42952484,0.63726,0.31391668,True,4.0,0
19350.0,True,False,False,False,0,54373.5,2027.7,Alone,Service,2.0,W,False,CL,Home,0.030755,20829,6679,4201,4293,True,True,False,Core,1,2,4,13.0,True,True,0.54667175,0.5624289,0.62799084,True,0.0,0
45000.0,True,False,False,False,1,67500.0,3375.0,Alone,Commercial,2.0,M,False,RL,Home,0.072508,14502,4295,3802,5304,True,False,True,Managers,3,1,2,19.0,True,True,0.47108352,0.7820334,0.7530674,True,0.0,0
6750.0,False,False,True,False,0,19900.8,2038.95,Alone,Service,2.0,D,False,CL,Home,0.0105,16066,2523,9430,3953,True,True,True,Laborers,1,3,5,14.0,True,True,0.7178598,0.75916356,0.40661743,True,7.0,0
13500.0,True,False,True,True,1,50992.2,2716.65,Alone,Commercial,1.0,M,False,CL,Home,0.006233,16289,242,7288,4271,True,False,True,Core,3,2,3,18.0,True,True,0.77889895,0.72434926,0.49566582,True,0.0,0
14850.0,False,False,True,True,0,45450.0,1623.15,Alone,Commercial,1.0,M,False,CL,Home,0.026392,20019,3587,4780,2078,True,True,True,Laborers,2,2,4,17.0,True,True,0.5602047,0.7266878,0.6512602,True,0.0,0
20250.0,True,False,True,False,1,131615.55,3861.45,Alone,Service,1.0,M,False,CL,Home,0.018029,18849,2678,5588,2376,True,False,True,Drivers,3,3,0,12.0,True,True,0.5360056,0.20490167,0.508287,True,5.0,0
18000.0,False,True,True,True,0,22500.0,1125.0,Others,Service,2.0,S,False,RL,Municipal,0.010006,12835,6154,3450,404,True,True,True,High skill tech,1,2,1,11.0,True,True,0.48347452,0.7720597,0.63637614,True,0.0,0
11250.0,True,True,True,False,0,83700.0,2713.05,Alone,Service,1.0,M,False,CL,Home,0.028663,15022,2609,8843,899,True,False,False,Sales,2,2,5,8.0,True,True,0.64605707,0.6450681,0.5531647,True,3.0,0
15750.0,True,False,True,True,0,30146.4,2394.9,Alone,Service,1.0,M,False,CL,Home,0.020713,16106,8275,6385,2113,True,False,False,Laborers,2,3,3,14.0,True,True,0.2714719,0.5170902,0.53348166,True,1.0,0
20250.0,True,True,True,False,0,119510.1,6201.0,Alone,Commercial,1.0,M,False,CL,Home,0.005313,20499,3258,3145,3989,True,True,True,Laborers,2,2,6,18.0,True,True,0.76517457,0.26205957,0.7062051,True,0.0,0
13500.0,False,False,True,True,0,25470.0,2715.3,Alone,Commercial,2.0,S,False,CL,Home,0.031329,12239,988,2313,3874,True,True,False,Laborers,1,2,5,11.0,True,True,0.19406174,0.5588145,0.6956219,True,1.0,0
45000.0,True,False,True,True,1,112500.0,3730.95,Alone,Service,2.0,M,False,CL,Home,0.028663,14346,2996,4240,4090,True,False,False,Managers,3,2,4,10.0,True,True,0.78753835,0.6435245,0.61782616,True,0.0,0
9000.0,True,True,True,False,1,21586.5,2134.8,Alone,Commercial,1.0,M,False,CL,Municipal,0.009549,11167,2591,10600,3754,True,False,True,Private service,3,2,0,15.0,True,True,0.5443136,0.7456786,0.7610264,True,2.0,0
22500.0,False,True,True,False,0,107820.0,3165.3,Alone,Service,1.0,M,False,CL,Municipal,0.010032,11458,981,122,4027,True,False,False,Sales,2,2,1,8.0,True,True,0.38196602,0.6308059,0.4188543,True,3.0,0
19350.0,True,True,False,True,2,28887.3,2295.0,Alone,Govt Job,1.0,M,False,CL,Office,0.008068,11398,3576,95,1169,True,False,False,Managers,4,3,6,10.0,True,True,0.36292428,0.36907026,0.5406544,True,4.0,0
22500.0,True,False,True,True,0,22500.0,1125.0,Alone,Commercial,1.0,S,False,RL,Home,0.00702,11554,1574,9290,4243,True,False,False,Core,1,2,6,13.0,True,True,0.23414718,0.47031334,0.40661743,True,0.0,0
11250.0,False,False,False,True,1,107820.0,3165.3,Alone,nan,1.0,M,False,CL,Home,0.010032,16888,8203,7476,442,True,True,True,Secretaries,3,2,4,10.0,True,True,0.54994684,0.3746633,0.3893388,True,2.0,0
24750.0,False,False,True,True,2,109602.0,5609.25,Alone,Service,2.0,M,False,CL,Rental,0.011657,13011,564,7135,4201,True,False,False,Accountants,4,1,6,15.0,True,True,0.6119383,0.3827048,0.25533178,True,2.0,0
18000.0,False,False,True,False,1,62053.65,7031.25,Alone,Govt Job,2.0,M,False,CL,Home,0.010006,10914,234,2238,3560,True,False,False,Managers,3,1,1,16.0,True,True,0.7288419,0.80135196,0.6430256,True,1.0,0
13500.0,True,False,True,True,0,33750.0,1687.5,Alone,Service,2.0,M,False,RL,Home,0.018634,13772,2810,7384,4343,True,False,False,High skill tech,2,2,4,13.0,True,True,0.40634242,0.6001076,0.7662337,True,5.0,0
14850.0,False,False,False,True,0,67500.0,5332.95,Alone,Govt Job,1.0,M,False,CL,Home,0.015221,12189,1125,2152,4233,True,False,False,Core,2,2,2,15.0,True,True,0.6538679,0.58162373,0.6561584,True,3.0,0
15750.0,False,False,True,True,0,90000.0,2631.6,Alone,Service,1.0,M,False,CL,Home,0.014464,14433,2899,8482,4686,True,False,True,Sales,2,2,6,7.0,True,True,0.6242712,0.539478,0.63303167,True,2.0,0
11250.0,False,False,False,True,2,10188.0,1020.6,Alone,Service,1.0,M,False,CL,Home,0.011703,12802,800,11188,855,True,False,True,Core,4,2,5,9.0,True,True,0.60939324,0.6224,0.71803284,True,0.0,0
10800.0,False,False,True,True,0,26100.0,1609.65,Alone,Service,1.0,M,False,CL,Home,0.015221,21977,5352,6888,4502,True,False,False,Managers,2,2,3,8.0,True,True,0.82600546,0.6871069,0.7958031,True,2.0,0
31500.0,True,True,False,False,1,139500.0,5326.2,Partner,Service,2.0,M,False,CL,Home,0.015221,9323,2309,3512,1993,True,False,False,Laborers,3,2,1,11.0,True,True,0.21015108,0.4263343,0.51369375,True,5.0,0
11250.0,False,True,True,True,0,28897.2,1237.05,Alone,Service,1.0,M,False,CL,Home,0.019689,16796,1382,3761,331,True,False,False,Sales,2,2,4,9.0,True,True,0.37628365,0.6140856,0.2692858,True,4.0,0
22500.0,False,False,False,False,0,154602.0,4520.25,Alone,Service,1.0,M,False,CL,Home,0.005002,16710,1036,5536,259,True,True,True,Private service,2,3,2,18.0,True,True,0.61935306,0.7467801,0.37910047,True,6.0,0
6750.0,False,True,True,False,1,54504.0,2067.75,Alone,nan,1.0,M,False,CL,Home,0.006629,15775,6923,2558,3999,True,True,True,High skill tech,3,2,5,6.0,True,True,0.4666611,0.6251916,0.6577838,True,0.0,0
27000.0,False,True,True,True,0,57340.8,2940.75,Alone,Commercial,1.0,M,False,CL,Home,0.018801,8434,1831,2435,1078,True,False,False,Waiters/barmen,2,2,1,10.0,True,True,0.2629617,0.111017786,0.3944954,True,5.0,0
20250.0,False,True,False,True,0,67500.0,2243.7,Alone,Service,1.0,D,False,CL,Home,0.018209,21110,3677,4563,3204,True,False,True,Laborers,1,3,3,11.0,True,True,0.71649003,0.2489218,0.40661743,True,2.0,0
13500.0,False,False,True,True,1,41422.95,2709.9,Relative,Service,1.0,W,False,CL,Home,0.006852,14395,4677,8366,3551,True,False,False,Laborers,2,3,5,10.0,True,True,0.1151507,0.6335263,0.78383243,True,1.0,0
20250.0,True,False,True,True,1,27000.0,1350.0,Alone,Service,2.0,S,False,RL,Home,0.010643,13318,3629,962,4998,True,False,False,HR,2,2,5,12.0,True,True,0.76346445,0.70397806,0.84258926,True,2.0,0
12150.0,False,False,True,False,0,45000.0,2097.9,Alone,Commercial,1.0,M,False,CL,Home,0.01885,14119,4020,1051,1079,True,True,False,Managers,2,2,3,18.0,True,True,0.3905995,0.6578181,0.41709965,True,0.0,0
13500.0,False,False,False,True,0,35204.4,1725.3,Alone,Govt Job,2.0,W,False,CL,Home,0.072508,20808,631,303,272,True,False,False,Core,1,1,3,16.0,True,True,0.7539567,0.6806778,0.42061096,True,2.0,0
6750.0,True,True,False,False,1,6750.0,708.75,Alone,Service,1.0,M,False,CL,Rental,0.018801,13203,1731,3738,4130,True,True,True,Drivers,3,2,6,18.0,True,True,0.32766116,0.1596763,0.6313545,True,1.0,0
18000.0,False,False,True,True,0,18000.0,900.0,Relative,Service,1.0,M,False,RL,Home,0.00733,19194,2514,9177,2755,True,False,False,Laborers,2,2,5,11.0,True,True,0.4328918,0.625371,0.30467218,True,0.0,0
27000.0,False,True,True,True,0,45000.0,3495.6,Alone,Service,1.0,M,False,CL,Home,0.018029,13207,4521,605,3052,True,False,True,Laborers,2,3,4,9.0,True,True,0.27239418,0.324471,0.7267112,True,2.0,0
15750.0,False,False,False,False,0,67500.0,2149.2,Alone,Commercial,2.0,S,False,CL,Family,0.028663,8749,920,2676,1415,True,False,False,Managers,1,2,5,15.0,True,True,0.42889032,0.54948425,0.21035023,True,0.0,0
9000.0,True,False,False,True,2,22500.0,1125.0,Alone,Service,1.0,M,False,RL,Home,0.011657,14079,1025,3010,4071,True,False,False,Managers,4,1,5,13.0,True,True,0.62320906,0.66055936,0.36394525,True,1.0,0
27000.0,False,True,False,True,0,45000.0,2889.0,Alone,Service,2.0,M,False,CL,Home,0.020713,12960,477,6259,4132,True,False,False,IT,2,2,4,13.0,True,True,0.61170316,0.6328407,0.37571102,True,4.0,0
42750.0,True,True,True,True,2,32850.0,2608.2,Alone,Service,2.0,M,False,CL,Home,0.026392,17119,559,2543,649,True,False,False,Managers,4,2,4,18.0,True,True,0.7573222,0.7243842,0.06779391,True,1.0,0
11250.0,False,True,True,True,0,27000.0,1350.0,Others,Commercial,2.0,S,False,RL,Home,0.028663,9047,196,242,1725,True,False,False,Sales,1,2,6,13.0,True,True,0.18517166,0.44561455,0.26224896,True,1.0,0
22500.0,False,True,False,True,0,96655.5,5162.85,Alone,Service,1.0,M,False,CL,Home,0.031329,16996,1884,7050,502,True,False,False,Security,2,2,3,8.0,True,True,0.5461065,0.6273618,0.52809274,True,3.0,0
20250.0,True,False,True,True,0,35553.6,1941.75,Alone,Service,1.0,S,False,CL,Home,0.04622,9918,805,4715,2205,True,False,True,Laborers,1,1,6,14.0,True,True,0.26563093,0.43593946,0.5971924,True,0.0,0
18000.0,True,False,False,False,0,54504.0,2664.0,Alone,Commercial,2.0,S,False,CL,Home,0.035792,11245,383,6013,3711,True,False,False,Laborers,1,2,5,12.0,True,True,0.44150898,0.7260184,0.6971469,True,1.0,0
32400.0,False,False,False,False,0,60147.0,2548.35,Alone,Service,2.0,S,False,CL,Home,0.006629,12491,1842,730,2131,True,True,False,Accountants,1,2,4,11.0,True,True,0.69890887,0.6828507,0.5208976,True,2.0,0
27000.0,False,False,False,True,4,123127.2,4375.35,Alone,Commercial,1.0,M,False,CL,Home,0.019689,12682,2146,3163,4522,True,False,False,Managers,6,2,1,17.0,True,True,0.6821778,0.40035263,0.33445412,True,2.0,0
22500.0,True,True,False,True,0,132097.5,4378.5,Alone,Commercial,2.0,M,False,CL,Home,0.018801,10825,1802,4757,2238,True,False,True,Sales,2,2,1,10.0,True,True,0.6108567,0.34883618,0.6313545,True,2.0,0
9900.0,False,False,True,False,0,26585.1,1947.6,Relative,Service,1.0,M,False,CL,Home,0.01885,11051,3121,332,3096,True,False,False,Managers,2,2,4,15.0,True,True,0.20602019,0.7535097,0.69409263,True,1.0,0
11250.0,False,False,True,True,0,54213.3,2953.8,Alone,Service,1.0,M,False,CL,Home,0.010032,12111,1446,2681,4439,True,False,False,Security,2,2,4,6.0,True,True,0.17298631,0.265926,0.42413032,True,2.0,1
20250.0,False,True,False,True,0,90000.0,6978.15,Relative,Commercial,2.0,M,False,CL,Home,0.026392,10156,1594,4963,2792,True,True,True,High skill tech,2,2,1,13.0,True,True,0.30992535,0.5675669,0.32016337,True,2.0,0
18000.0,False,False,False,True,0,123681.6,3629.25,Alone,Commercial,2.0,S,False,CL,Municipal,0.02461,22409,192,10288,5412,True,True,True,Core,1,2,2,12.0,True,True,0.7178867,0.28125098,0.3996756,True,3.0,0
31500.0,True,False,False,True,1,67500.0,3260.25,Alone,Service,2.0,M,False,CL,Home,0.028663,10188,308,2920,2862,True,False,False,High skill tech,3,2,2,14.0,True,True,0.53400666,0.6437352,0.3539876,True,2.0,0
20250.0,True,False,False,True,0,95994.9,3748.95,Alone,Commercial,1.0,M,False,CL,Home,0.04622,11003,675,4417,402,True,False,False,Sales,2,1,5,12.0,True,True,0.50889665,0.66040736,0.5460232,True,0.0,0
11250.0,True,False,False,True,0,59256.0,2523.6,Alone,Service,1.0,M,False,CL,Home,0.020246,19268,702,5341,1667,True,False,True,Laborers,2,3,3,10.0,True,True,0.6961917,0.44224072,0.21396685,True,3.0,0
8100.0,False,False,False,False,1,28440.0,1513.8,Others,Service,1.0,M,False,CL,Home,0.020713,8942,218,3792,1103,True,True,True,Secretaries,3,3,5,13.0,True,True,0.08837161,0.43146563,0.28224844,True,0.0,0
20880.0,False,False,True,False,0,157500.0,4154.85,Alone,Service,1.0,S,False,CL,Home,0.031329,20798,13567,9108,4256,True,True,True,Managers,1,2,1,10.0,True,True,0.6885897,0.74017,0.69255906,True,2.0,0
22500.0,False,True,False,True,1,45000.0,2250.0,Alone,Commercial,2.0,D,False,RL,Municipal,0.032561,11868,2492,3913,3910,True,False,False,Accountants,2,1,2,18.0,True,True,0.83114904,0.80649126,0.4650692,True,0.0,0
82800.0,True,True,False,False,0,193328.55,7991.55,Alone,Service,1.0,M,False,CL,Municipal,0.072508,17348,2919,9763,885,True,False,True,Managers,2,1,6,19.0,True,True,0.74992543,0.74401206,0.5744466,True,1.0,0
20250.0,False,False,True,True,0,13500.0,1417.5,Alone,Service,1.0,S,False,CL,Home,0.026392,9220,878,4024,1856,True,False,False,Sales,1,2,4,15.0,True,True,0.32923457,0.45259908,0.25670558,True,3.0,0
18000.0,False,False,False,True,0,69543.9,2256.3,Alone,Service,1.0,M,False,CL,Rental,0.035792,14110,5959,7702,4164,True,False,True,Laborers,2,2,1,13.0,True,True,0.33794743,0.60737413,0.42236966,True,0.0,0
13500.0,True,True,False,True,0,67500.0,2190.6,Alone,Commercial,2.0,M,False,CL,Home,0.032561,15146,2068,9289,4074,True,False,False,Private service,2,1,3,13.0,True,True,0.7377941,0.79426235,0.60238636,True,3.0,0
22500.0,True,False,True,True,2,59256.0,3038.4,Alone,Service,1.0,M,False,CL,Municipal,0.018029,11833,1199,1533,353,True,True,False,Managers,4,3,1,11.0,True,True,0.3718628,0.6530177,0.25670558,True,3.0,0
13500.0,True,False,True,False,1,27627.75,1423.35,Alone,Commercial,2.0,M,False,CL,Home,0.025164,10049,2540,1567,1598,True,False,False,High skill tech,3,2,4,11.0,True,True,0.38154876,0.3444976,0.5406544,True,0.0,0
33750.0,False,False,True,True,0,104216.4,4428.45,Alone,Service,1.0,M,False,CL,Home,0.025164,16725,4100,378,257,True,False,False,Managers,2,2,2,8.0,True,True,0.41983014,0.560943,0.40487838,True,0.0,0
18000.0,False,False,True,False,1,22500.0,2436.3,Alone,Commercial,2.0,M,False,CL,Home,0.04622,14550,2480,3062,3062,True,False,False,Managers,3,1,1,14.0,True,True,0.8703852,0.70613354,0.5937176,True,3.0,0
24750.0,True,False,True,False,0,29250.0,784.35,Alone,Commercial,1.0,S,False,CL,Home,0.025164,16636,477,3672,182,True,False,False,Drivers,1,2,3,15.0,True,True,0.4065983,0.55667853,0.7435593,True,0.0,0
14850.0,False,False,True,False,2,107820.0,2978.1,Alone,Commercial,1.0,M,False,CL,Home,0.072508,13331,123,1822,5478,True,False,True,Core,4,1,5,14.0,True,True,0.51867867,0.73546195,0.344155,True,0.0,0
67500.0,True,False,True,True,0,131211.0,5572.35,Alone,Service,2.0,M,False,CL,Home,0.001276,14895,540,330,4513,True,False,False,Laborers,2,2,2,5.0,True,True,0.24626242,0.51605266,0.4902575,True,2.0,0
31500.0,True,False,False,True,1,30564.0,3035.7,Alone,Commercial,2.0,M,False,CL,Home,0.010276,15772,4656,9895,5016,True,False,False,Managers,3,2,2,12.0,True,True,0.84183353,0.6519963,0.4920601,True,3.0,0
27000.0,True,True,False,True,1,108117.9,4300.65,Alone,Service,1.0,M,False,CL,Home,0.010276,16263,649,8848,3906,True,False,False,Managers,3,2,2,17.0,True,True,0.6010468,0.63996,0.38591468,True,4.0,0
9450.0,True,True,True,False,0,30813.3,1671.3,Alone,Service,0.0,S,False,CL,Home,0.02461,13402,659,1145,4162,True,False,False,Laborers,1,2,0,11.0,True,True,0.3018591,0.24960928,0.71803284,True,1.0,0
24750.0,False,True,False,True,0,107820.0,3152.25,Alone,Commercial,2.0,S,False,CL,Home,0.031329,16682,1687,3571,244,True,False,False,Accountants,1,2,5,13.0,True,True,0.3938045,0.42267486,0.15568937,True,2.0,1
11250.0,False,True,False,True,0,53550.0,3087.0,Partner,Service,1.0,M,False,CL,Home,0.015221,11575,3174,1637,1975,True,False,True,Sales,2,2,2,10.0,True,True,0.33249298,0.6645927,0.5100895,True,1.0,0
18000.0,True,False,True,False,0,135000.0,3574.35,Alone,Service,2.0,M,False,CL,Home,0.028663,19550,10934,6460,2916,True,False,True,Core,2,2,0,10.0,True,True,0.6535397,0.55464846,0.6577838,True,3.0,0
15750.0,False,False,True,True,0,70484.4,3117.6,Alone,Govt Job,2.0,M,False,CL,Home,0.006629,15415,4171,3509,4394,True,False,True,Core,2,2,0,8.0,True,True,0.37617785,0.6113873,0.66585493,True,1.0,1
20250.0,True,False,False,True,0,31500.0,1888.65,Alone,nan,1.0,M,False,CL,Home,0.018209,10801,1564,497,295,True,False,False,Laborers,2,3,4,12.0,True,True,0.49491143,0.30558625,0.4294237,True,2.0,0
36000.0,False,True,True,True,2,107820.0,3833.1,Alone,Service,2.0,M,False,CL,Home,0.003122,13969,934,4949,3622,True,False,False,Managers,4,3,5,15.0,True,True,0.38307053,0.6809724,0.39794633,True,2.0,0
20250.0,True,False,True,True,1,32702.4,1603.35,Alone,Service,2.0,M,False,CL,Home,0.025164,16636,4012,6122,194,True,False,False,Core,3,2,2,11.0,True,True,0.71013993,0.466812,0.5585066,True,9.0,0
9900.0,False,False,False,True,1,22500.0,1125.0,Alone,Service,1.0,M,False,RL,Home,0.020246,15104,2015,7977,1037,True,False,False,Cooking,3,3,6,9.0,True,True,0.2936273,0.2646133,0.44896227,True,0.0,0
20250.0,False,False,True,True,0,54504.0,2664.0,Others,Service,2.0,M,False,CL,Home,0.0228,10067,1808,4341,2100,True,False,False,Drivers,2,2,4,14.0,True,True,0.5894085,0.5319451,0.23791608,True,2.0,0
12150.0,False,False,True,True,1,30207.6,2337.75,Alone,Service,2.0,M,False,CL,Home,0.026392,10067,1507,1910,1288,True,False,False,High skill tech,3,2,4,8.0,True,True,0.17807487,0.6252275,0.6561584,True,0.0,0
13500.0,True,False,False,True,0,40500.0,2025.0,Alone,Commercial,2.0,M,False,RL,Home,0.04622,15952,1490,1703,3531,True,False,False,Managers,2,1,0,11.0,True,True,0.6231011,0.7583871,0.45074728,True,3.0,0
27000.0,False,False,False,False,0,75519.0,6939.45,Relative,Service,2.0,M,False,CL,Home,0.020713,13457,1080,2760,4967,True,False,False,Managers,2,1,6,8.0,True,True,0.36887595,0.612976,0.6430256,True,3.0,0
9000.0,False,False,True,False,0,11376.0,441.9,Alone,Service,1.0,S,False,CL,Family,0.010032,13117,2481,6263,5064,True,False,False,Cooking,1,2,2,9.0,True,True,0.11859832,0.26286808,0.7862666,True,4.0,0
18000.0,False,True,False,True,0,39564.0,3074.85,Alone,Service,1.0,S,False,CL,Home,0.025164,18634,5464,2702,2162,True,False,False,Managers,1,2,3,9.0,True,True,0.3180629,0.61811465,0.7610264,True,2.0,0
33750.0,False,False,True,True,0,46219.5,2507.4,Alone,Service,1.0,M,False,CL,Home,0.005313,11453,4426,4853,3131,True,False,False,Laborers,2,2,0,15.0,True,True,0.37879303,0.71766776,0.8193177,True,2.0,0
14400.0,True,False,False,True,1,45000.0,3020.4,Partner,Service,2.0,M,False,CL,Home,0.010006,19023,1329,5036,2561,True,False,True,Core,3,1,1,10.0,True,True,0.757293,0.74159735,0.79344904,True,0.0,0
12150.0,False,True,True,False,0,20250.0,1012.5,Alone,Govt Job,2.0,S,False,RL,Family,0.019101,8762,533,3468,1440,True,False,False,High skill tech,1,2,1,14.0,True,True,0.3216705,0.24677348,0.23791608,True,0.0,1
31500.0,False,False,True,True,0,62553.6,3206.7,Relative,nan,2.0,S,False,CL,Home,0.010006,19988,2979,801,3407,True,False,False,Core,1,2,1,10.0,True,True,0.66910505,0.599546,0.36896873,True,2.0,0
7650.0,False,False,False,True,1,24750.0,1237.5,Alone,Service,1.0,M,False,RL,Home,0.026392,9583,1206,4034,2266,True,False,True,Cooking,3,2,6,10.0,True,True,0.27846596,0.62842447,0.21155076,True,4.0,0
13050.0,False,False,False,True,0,59033.7,2514.15,Kids,Service,1.0,S,False,CL,Home,0.018801,22515,3902,6502,4403,True,False,False,Sales,1,2,4,11.0,True,True,0.85074526,0.4643092,0.7490217,True,0.0,0
13500.0,True,False,True,False,0,39600.0,1467.45,Alone,Service,2.0,M,False,CL,Family,0.022625,8419,1009,6806,1081,True,True,True,Laborers,2,2,5,15.0,True,True,0.37845615,0.58639973,0.4311918,True,2.0,0
15750.0,True,True,False,True,0,19800.0,1941.75,Relative,nan,1.0,M,False,CL,Home,0.025164,21126,3209,9006,4301,True,True,True,Medicine,2,2,6,15.0,True,True,0.79864585,0.3971022,0.7530674,True,1.0,0
19350.0,True,True,True,True,0,57362.85,2443.5,Alone,Commercial,1.0,D,False,CL,Home,0.032561,19469,3716,9369,2996,True,True,True,Laborers,1,1,5,16.0,True,True,0.53761226,0.6865283,0.69409263,True,0.0,0
9000.0,False,False,False,True,1,80865.0,2377.35,Alone,Govt Job,1.0,M,False,CL,Home,0.019689,14937,3290,7212,378,True,False,False,High skill tech,3,2,4,15.0,True,True,0.7359877,0.58925015,0.40140742,True,1.0,0
20250.0,False,False,True,False,1,45000.0,3007.35,Alone,Govt Job,1.0,M,False,CL,Home,0.001276,19883,2465,348,367,True,True,False,Core,3,2,6,4.0,True,True,0.7553462,0.025649989,0.22258076,True,1.0,0
27000.0,True,False,True,True,0,54000.0,2700.0,Alone,Service,2.0,M,False,RL,Home,0.031329,19154,1731,8618,2692,True,False,False,Core,2,2,6,9.0,True,True,0.74727035,0.5709396,0.62630427,True,0.0,0
24750.0,True,False,True,True,1,56890.8,2904.75,Relative,Service,2.0,M,False,CL,Home,0.0105,11971,194,1139,4402,True,False,False,Laborers,3,3,3,10.0,True,True,0.5106197,0.4395024,0.30467218,True,2.0,0
4500.0,False,True,False,True,2,54504.0,2067.75,Alone,Service,1.0,M,False,CL,Home,0.020246,13727,2540,5022,2704,True,True,True,Waiters/barmen,4,3,5,12.0,True,True,0.60980767,0.24902402,0.6956219,True,0.0,0
9000.0,True,False,True,True,1,18000.0,900.0,Kids,Service,1.0,S,False,RL,Home,0.008866,14715,2892,2922,4148,True,False,False,Laborers,2,2,1,16.0,True,True,0.5655984,0.5041348,0.71215516,True,0.0,0
24750.0,True,True,False,True,1,72846.0,5755.5,Alone,Service,1.0,M,False,CL,Home,0.025164,14287,4803,4949,4949,True,True,True,Drivers,3,2,3,10.0,True,True,0.79344654,0.62108344,0.5726825,True,2.0,1
18000.0,False,True,True,True,2,86879.7,3938.85,Alone,Commercial,2.0,M,False,CL,Home,0.04622,14031,1580,4473,609,True,False,False,Managers,4,1,2,15.0,True,True,0.83365977,0.7829898,0.69409263,True,2.0,0
22500.0,True,False,True,False,1,172686.6,4761.9,Alone,Service,1.0,M,False,CL,Family,0.016612,13619,2895,7739,4344,True,False,False,Laborers,3,2,2,16.0,True,True,0.23977289,0.62046564,0.6561584,True,3.0,0
22500.0,True,True,False,True,0,83560.5,2456.1,Relative,Service,2.0,M,False,CL,Home,0.019689,18015,9510,5155,315,True,False,False,Core,2,2,5,14.0,True,True,0.6171144,0.5787476,0.5298898,True,0.0,0
11250.0,False,True,True,True,0,33750.0,1687.5,Group,Service,1.0,M,False,RL,Home,0.008575,19097,1688,8741,2649,True,False,False,Accountants,2,2,6,14.0,True,True,0.80419946,0.71307725,0.62461466,True,0.0,0
30600.0,True,False,True,False,0,88127.55,4512.6,Alone,Service,2.0,M,False,CL,Home,0.072508,11548,1656,612,3988,True,False,True,Laborers,2,1,0,17.0,True,True,0.6957615,0.66810286,0.56560796,True,4.0,0
11700.0,True,False,True,False,1,22500.0,2683.35,Alone,Service,2.0,M,False,CL,Home,0.022625,10972,109,4823,3588,True,False,False,Sales,3,2,1,17.0,True,True,0.33301306,0.48828846,0.7136314,True,1.0,0
13500.0,True,False,True,True,1,40500.0,2025.0,Alone,Service,1.0,M,False,RL,Home,0.011703,9716,2072,1146,984,True,False,False,Core,3,2,1,18.0,True,True,0.740886,0.7127864,0.56560796,True,7.0,0
36000.0,False,True,False,True,0,92439.45,3610.35,Alone,Commercial,1.0,M,False,CL,Home,0.04622,13381,319,567,2485,True,False,False,Managers,2,1,3,14.0,True,True,0.47455376,0.63505316,0.21155076,True,1.0,0
20700.0,False,False,True,True,1,112500.0,3289.5,Alone,Service,2.0,S,False,CL,Home,0.010006,14032,369,844,4372,True,False,False,Secretaries,2,1,5,8.0,True,True,0.7939213,0.695043,0.6313545,True,1.0,0
13500.0,False,True,False,False,0,67950.0,2245.5,Alone,Service,1.0,M,False,CL,Home,0.011703,14257,5628,8367,4000,True,True,True,Drivers,2,2,3,17.0,True,True,0.72429717,0.6814378,0.58674,True,1.0,0
20700.0,False,True,False,True,0,67500.0,3127.95,Alone,Service,2.0,M,False,CL,Home,0.030755,15353,2983,3958,5468,True,False,False,Laborers,2,2,3,12.0,True,True,0.5769963,0.76557314,0.63970757,True,2.0,0
11250.0,True,False,True,True,0,52128.0,2729.25,Alone,Service,1.0,S,False,CL,Home,0.011703,12173,1891,5964,1517,True,True,False,Sales,1,2,2,11.0,True,True,0.41939315,0.6722356,0.41184855,True,0.0,0
28350.0,True,False,True,True,1,97200.0,3456.45,Alone,Commercial,2.0,M,False,CL,Home,0.028663,15484,1096,4416,4437,True,False,False,Managers,3,2,1,8.0,True,True,0.8383867,0.6473478,0.62630427,True,4.0,0
6300.0,False,False,True,False,1,5094.0,516.6,Alone,Govt Job,2.0,M,False,CL,Family,0.01885,10333,3322,4965,3013,True,False,False,Secretaries,3,2,5,16.0,True,True,0.40538746,0.5791207,0.14464815,True,4.0,0
11250.0,False,True,True,False,0,14400.0,945.0,Alone,Commercial,1.0,S,False,CL,Rental,0.01452,15108,1096,6018,4210,True,False,False,Core,1,2,1,9.0,True,True,0.15133017,0.3441915,0.52629495,True,1.0,1
9000.0,False,False,True,True,1,128835.0,4169.25,Relative,Service,1.0,M,False,CL,Home,0.025164,14769,2745,2644,2046,True,False,False,Core,3,2,3,13.0,True,True,0.5544889,0.4384307,0.5406544,True,1.0,0
11250.0,False,False,True,False,0,45000.0,3057.3,Relative,Service,1.0,M,False,CL,Home,0.032561,9902,1098,4729,1252,True,False,True,Sales,2,1,1,10.0,True,True,0.24765973,0.6053803,0.23272477,True,5.0,0
9000.0,False,False,True,False,0,13477.5,1071.0,Alone,Service,1.0,S,False,CL,Home,0.019101,15497,936,8011,4239,True,False,False,Laborers,1,2,1,10.0,True,True,0.43828127,0.1213336,0.21518241,True,2.0,0
15750.0,False,False,False,True,1,52128.0,2742.3,Relative,Service,1.0,M,False,CL,Home,0.010147,10216,2755,4553,2707,True,False,False,High skill tech,3,2,1,17.0,True,True,0.63980085,0.7417105,0.74079907,True,0.0,0
6750.0,False,True,False,True,0,13847.4,997.65,Alone,Service,2.0,D,False,CL,Home,0.019101,16839,107,10919,375,True,False,False,Laborers,1,2,3,12.0,True,True,0.5377419,0.69018734,0.63303167,True,0.0,0
22500.0,False,False,True,False,2,60415.2,2572.65,Alone,nan,1.0,M,False,CL,Home,0.018029,19011,3414,7439,2450,True,True,True,Drivers,4,3,6,9.0,True,True,0.28746158,0.65641385,0.22888342,True,1.0,1
13500.0,False,False,True,True,1,9594.0,961.65,Alone,Service,1.0,M,False,CL,Home,0.022625,16250,2882,7459,4208,True,True,True,High skill tech,3,2,6,10.0,True,True,0.4963367,0.27210513,0.70769936,True,2.0,0
10740.6,True,True,False,True,1,90000.0,2374.2,Alone,Govt Job,2.0,M,False,CL,Home,0.008474,14020,2521,5047,4674,True,True,True,High skill tech,3,2,2,11.0,True,True,0.4766702,0.12691973,0.7992968,True,0.0,0
18000.0,False,True,True,False,0,67500.0,2514.6,Alone,Commercial,1.0,S,False,CL,Home,0.018209,9473,1477,3723,2152,True,False,False,Laborers,1,3,2,17.0,True,True,0.14604165,0.53217375,0.4365065,True,4.0,0
19350.0,False,False,False,True,2,67500.0,5346.0,Alone,Service,1.0,D,False,CL,Family,0.018029,10635,264,2376,3293,True,False,False,Laborers,3,3,5,7.0,True,True,0.10909335,0.46236256,0.11247435,True,5.0,1
19800.0,False,False,False,True,2,176211.0,4858.65,Alone,Service,1.0,M,False,CL,Family,0.018029,13527,4087,1335,4653,True,False,False,Laborers,4,3,0,8.0,True,True,0.25436842,0.36720854,0.25533178,True,1.0,1
18000.0,False,False,False,True,0,18000.0,900.0,Relative,Service,2.0,S,False,RL,Home,0.01452,11870,985,1272,3776,True,False,False,Core,1,2,2,7.0,True,True,0.55199164,0.6403831,0.5460232,True,1.0,0
29250.0,True,False,True,True,1,90000.0,4608.45,Alone,Service,1.0,M,False,CL,Home,0.026392,15775,1824,3121,4311,True,False,False,Cooking,3,2,3,17.0,True,True,0.16552979,0.54593605,0.24318647,True,3.0,0
45000.0,True,False,True,True,1,128835.0,3780.0,Alone,Service,2.0,M,False,CL,Home,0.035792,13481,1962,641,123,True,False,False,Core,3,2,5,11.0,True,True,0.5698329,0.67386687,0.61782616,True,0.0,0
33750.0,False,False,False,True,1,124712.1,3442.5,Alone,Commercial,2.0,S,False,CL,Home,0.002042,16471,550,3435,20,True,False,False,Managers,2,3,2,15.0,True,True,0.30602938,0.36118296,0.80388504,True,0.0,0
13500.0,False,True,True,True,0,112500.0,4779.45,Alone,Service,1.0,M,False,CL,Home,0.026392,21510,3167,7984,4173,True,False,False,Security,2,2,2,18.0,True,True,0.26437235,0.6865707,0.68638235,True,3.0,1
33300.0,False,True,True,False,1,81000.0,3001.5,Alone,Commercial,1.0,M,False,CL,Home,0.018209,14012,290,1679,3646,True,True,False,Laborers,3,3,5,9.0,True,True,0.15489592,0.25939575,0.15008518,True,0.0,0
27000.0,False,False,True,False,1,54504.0,2540.7,Alone,Commercial,2.0,M,False,CL,Home,0.025164,13408,1523,5294,5799,True,True,False,Core,3,2,5,16.0,True,True,0.8458899,0.66867965,0.5513813,True,1.0,0
12150.0,False,True,True,True,1,22500.0,1930.95,Alone,Service,1.0,M,False,CL,Home,0.018634,10734,1902,11,2,True,False,False,Core,3,2,6,13.0,True,True,0.3730632,0.3845818,0.16640554,True,5.0,0
13500.0,False,False,False,False,1,22500.0,1754.1,Alone,Govt Job,2.0,D,False,CL,Family,0.018209,13612,3127,1861,3390,True,False,False,Core,2,3,3,11.0,True,True,0.4673344,0.18292516,0.2213352,True,3.0,0
15750.0,True,False,True,True,0,90000.0,3428.1,Alone,Commercial,2.0,S,False,CL,Home,0.018801,13022,2840,1201,3940,True,True,True,Accountants,1,2,1,12.0,True,True,0.5143918,0.540711,0.78988034,True,1.0,0
22500.0,False,True,False,False,0,67500.0,2190.6,Alone,Service,2.0,S,False,CL,Family,0.015221,11575,954,4743,3921,True,False,False,Accountants,1,2,2,10.0,True,True,0.56162196,0.5094585,0.37571102,True,2.0,0
13500.0,False,False,True,True,2,86256.0,2521.8,Alone,Service,1.0,M,False,CL,Home,0.019101,13890,2251,5998,4584,True,True,True,Security,4,2,5,12.0,True,True,0.3400014,0.36302662,0.45432106,True,1.0,0
18000.0,True,False,False,False,0,67500.0,2177.55,Relative,Service,2.0,S,False,CL,Office,0.006671,12969,1232,2161,3197,True,False,True,Sales,1,2,6,15.0,True,True,0.39853686,0.67541724,0.52629495,True,0.0,0
18000.0,False,False,True,False,0,54504.0,2650.95,Relative,Commercial,1.0,D,False,CL,Home,0.007274,13379,4725,7531,1912,True,True,False,Laborers,1,2,1,12.0,True,True,0.3987276,0.77979237,0.16048893,True,1.0,0
35100.0,False,True,True,True,0,50849.55,2239.65,Alone,Service,2.0,D,False,CL,Home,0.007114,21142,12062,11365,4444,True,True,True,Managers,1,2,2,9.0,True,True,0.6902269,0.6588461,0.6971469,True,1.0,0
13500.0,False,True,False,True,1,128835.0,3780.0,Alone,nan,1.0,M,False,CL,Home,0.018801,16048,6799,3884,1,True,False,False,Medicine,3,2,3,9.0,True,True,0.59403825,0.65683293,0.6430256,True,0.0,0
11250.0,False,True,False,True,0,33183.45,1276.65,Alone,Service,1.0,M,False,CL,Home,0.007274,17441,1414,1407,945,True,False,False,Sales,2,2,2,11.0,True,True,0.6355877,0.53467184,0.75971216,True,2.0,0
12150.0,True,False,True,True,0,29250.0,1462.5,Alone,Govt Job,1.0,M,False,RL,Home,0.04622,19674,907,8052,2321,True,False,False,Medicine,2,1,6,12.0,True,True,0.4621802,0.6717247,0.36227724,True,4.0,0
13500.0,True,False,False,True,1,29250.0,1967.4,Alone,Commercial,2.0,M,False,CL,Home,0.006008,16049,103,1820,4339,True,False,True,Core,3,2,2,15.0,True,True,0.24197756,0.7121368,0.69409263,True,0.0,0
20250.0,False,False,False,True,0,15750.0,787.5,Alone,Commercial,2.0,M,False,RL,Home,0.032561,10440,164,3084,3080,True,False,True,Sales,2,1,2,17.0,True,True,0.42488948,0.34723845,0.6594055,True,1.0,0
31500.0,False,False,True,True,0,96237.0,7460.55,Alone,Commercial,2.0,M,False,CL,Home,0.072508,15821,2568,4073,534,True,False,True,Drivers,2,1,1,17.0,True,True,0.8526633,0.5552372,0.59197664,True,7.0,0
13500.0,False,False,False,True,0,40500.0,2025.0,Alone,Commercial,2.0,S,False,RL,Home,0.035792,21498,750,10520,4930,True,False,False,HR,1,2,4,14.0,True,True,0.8249753,0.5428825,0.4830502,True,1.0,0
24750.0,False,True,True,False,1,44776.8,3550.5,Alone,Service,1.0,M,False,CL,Home,0.010006,17103,5021,221,647,True,True,False,Laborers,3,2,6,14.0,True,True,0.40509772,0.10357025,0.7421816,True,0.0,0
18000.0,False,True,True,True,0,26553.6,1453.5,Alone,Service,1.0,S,False,CL,Home,0.035792,10868,243,775,964,True,False,False,Core,1,2,3,14.0,True,True,0.29623193,0.3342564,0.3539876,True,1.0,0
9000.0,False,True,False,True,0,14391.0,1549.8,Partner,Commercial,1.0,M,False,CL,Home,0.031329,19842,1568,2842,3381,True,True,True,High skill tech,2,2,3,10.0,True,True,0.783973,0.73491704,0.78988034,True,4.0,0
22500.0,True,True,True,False,0,67500.0,3375.0,Alone,Service,2.0,M,False,RL,Home,0.032561,20601,1161,8016,4037,True,False,True,Laborers,2,1,2,13.0,True,True,0.67746776,0.7686049,0.48665315,True,0.0,0
12150.0,True,False,True,False,0,37607.85,1828.8,Alone,nan,1.0,M,False,CL,Home,0.00702,8702,565,7873,1094,True,False,False,Laborers,2,2,1,12.0,True,True,0.22328185,0.47097254,0.35233998,True,0.0,0
17100.0,False,False,False,True,0,20851.2,2202.3,Alone,Commercial,1.0,M,False,CL,Home,0.031329,23077,9527,9553,4656,True,True,False,Laborers,2,2,3,11.0,True,True,0.72147995,0.7110687,0.4740513,True,5.0,0
24750.0,False,False,True,False,0,51750.0,1377.9,Alone,Commercial,1.0,M,False,CL,Home,0.019689,9880,862,55,2548,True,False,True,High skill tech,2,2,3,17.0,True,True,0.5066829,0.5171503,0.2692858,True,0.0,0
20250.0,True,True,False,True,0,107820.0,3152.25,Partner,Govt Job,1.0,M,False,CL,Home,0.04622,18442,495,590,1970,True,False,False,Cooking,2,1,4,16.0,True,True,0.5577728,0.68865156,0.31391668,True,2.0,0
22050.0,True,True,True,False,1,28887.3,1893.6,Alone,Govt Job,2.0,M,False,CL,Rental,0.006629,9421,673,4024,2015,True,False,False,High skill tech,3,2,2,10.0,True,True,0.25462335,0.2229182,0.7295667,True,1.0,0
9000.0,False,False,True,False,0,29138.4,1926.45,Alone,Service,1.0,S,False,CL,Home,0.031329,19276,1728,2740,2839,True,True,False,Sales,1,2,6,20.0,True,True,0.3969763,0.6796407,0.4650692,True,1.0,0
15750.0,False,True,True,True,1,97128.0,5187.6,Alone,Commercial,2.0,M,False,CL,Home,0.010276,13127,1789,509,2854,True,False,False,Laborers,3,2,2,14.0,True,True,0.7692366,0.56538117,0.5388627,True,3.0,0
11250.0,False,True,False,True,3,9000.0,783.0,Relative,Service,2.0,D,False,CL,Home,0.026392,12662,145,3286,4371,True,False,False,Core,4,2,6,10.0,True,True,0.55214244,0.48372722,0.3842068,True,0.0,0
27000.0,False,False,True,True,0,52440.3,3662.55,Alone,nan,2.0,D,False,CL,Home,0.014464,17180,8713,11153,717,True,False,False,Core,1,2,6,7.0,True,True,0.6918952,0.4610745,0.3996756,True,1.0,0
13500.0,False,True,True,False,1,135000.0,3947.4,Alone,Govt Job,1.0,M,False,CL,Home,0.01885,12894,5190,7007,2941,True,True,True,Medicine,3,2,4,9.0,True,True,0.77061456,0.7104573,0.46865967,True,1.0,0
18450.0,True,False,False,False,0,58500.0,2925.0,Alone,Commercial,1.0,M,False,RL,Home,0.005144,15287,909,7603,4662,True,True,False,Drivers,2,2,4,11.0,True,True,0.46098295,0.5973179,0.38079968,True,5.0,0
9000.0,False,False,True,False,1,10350.0,674.1,Alone,Service,1.0,S,False,CL,Home,0.028663,15659,407,6886,4239,True,False,False,Sales,2,2,1,13.0,True,True,0.511205,0.56925136,0.6785677,True,0.0,0
11250.0,False,False,False,False,0,45000.0,4774.95,Alone,Commercial,1.0,M,False,CL,Home,0.015221,12451,3296,2582,2721,True,True,True,Private service,2,2,2,10.0,True,True,0.4101991,0.34513983,0.48485148,True,2.0,0
22500.0,False,False,False,True,0,107820.0,3152.25,Alone,Govt Job,1.0,S,False,CL,Home,0.072508,15417,430,5132,5000,True,True,True,Core,1,1,3,10.0,True,True,0.6645332,0.67814386,0.26224896,True,2.0,0
8100.0,False,False,True,False,1,13500.0,675.0,Alone,Service,1.0,S,False,RL,Family,0.031329,9106,477,1665,1694,True,False,False,Sales,2,2,2,10.0,True,True,0.21413262,0.72970015,0.62630427,True,0.0,0
23850.0,False,False,True,False,0,251730.0,6653.25,Alone,Commercial,2.0,M,False,CL,Home,0.006671,20014,4444,6299,3519,True,False,False,Managers,2,2,4,16.0,True,True,0.67277795,0.53015345,0.69255906,True,0.0,0
15300.0,True,False,False,True,1,67500.0,3260.25,Alone,Service,1.0,D,False,CL,Home,0.008625,11051,3827,4658,2295,True,False,False,Laborers,2,2,2,17.0,True,True,0.28145418,0.3266316,0.52809274,True,0.0,0
15750.0,True,False,True,True,1,36489.6,1876.05,Alone,Commercial,2.0,M,False,CL,Home,0.009657,12631,4508,128,3123,True,False,False,Core,3,2,5,10.0,True,True,0.3247294,0.60382247,0.35069585,True,1.0,0
31500.0,False,True,True,False,2,38984.4,2003.4,Alone,Commercial,2.0,M,False,CL,Home,0.016612,15341,5215,2446,4253,True,False,False,Accountants,4,2,1,18.0,True,True,0.7175948,0.36748806,0.49386287,True,4.0,0
6750.0,False,True,False,False,0,34380.0,1685.25,Alone,Service,1.0,M,False,CL,Home,0.018029,13507,5024,6023,2341,True,True,True,Cooking,2,3,4,14.0,True,True,0.41777968,0.4134024,0.2636468,True,0.0,0
9900.0,False,False,True,True,0,51856.2,2069.55,Alone,Service,1.0,D,False,CL,Home,0.00702,18929,4145,10610,2482,True,False,False,Secretaries,1,2,3,16.0,True,True,0.8307368,0.34379178,0.6722429,True,0.0,0
12150.0,True,False,False,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.006305,11436,972,110,4078,True,False,False,Core,2,3,6,5.0,True,True,0.25056484,0.39962313,0.03816445,True,0.0,1
15750.0,True,True,False,True,0,225000.0,5948.55,Alone,Service,2.0,M,False,CL,Home,0.026392,11821,645,5928,4486,True,True,True,Managers,2,2,3,16.0,True,True,0.5423046,0.67224044,0.6512602,True,0.0,0
20250.0,True,False,False,True,1,176211.0,4858.65,Alone,Commercial,1.0,M,False,CL,Home,0.031329,14061,3339,5923,4720,True,False,False,Managers,3,2,6,10.0,True,True,0.29408216,0.51928496,0.6127042,True,0.0,0
11250.0,False,True,False,True,2,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.025164,9989,221,777,2331,True,False,False,Cooking,4,2,2,14.0,True,True,0.26527417,0.30104852,0.45610973,True,3.0,0
22500.0,False,False,False,False,0,113374.8,3670.2,Alone,Commercial,2.0,M,False,CL,Home,0.032561,11265,795,5191,3577,True,True,True,Drivers,2,1,5,14.0,True,True,0.20312762,0.6931626,0.23272477,True,2.0,0
15750.0,True,False,False,False,2,56880.0,2043.0,Alone,Commercial,1.0,M,False,CL,Home,0.01885,10948,2219,1028,3617,True,True,False,Sales,4,2,1,12.0,True,True,0.6117536,0.58310765,0.23272477,True,1.0,0
21532.5,False,False,True,False,0,131411.7,3466.35,Alone,Commercial,1.0,M,False,CL,Home,0.04622,15785,2201,576,673,True,True,False,Secretaries,2,1,1,10.0,True,True,0.3473686,0.7558739,0.46865967,True,0.0,0
10350.0,True,False,True,True,0,56249.1,2396.25,Alone,Govt Job,1.0,M,False,CL,Home,0.019689,12223,1655,6371,4271,True,False,False,High skill tech,2,2,2,16.0,True,True,0.46554145,0.75521153,0.58499,True,2.0,0
26556.75,False,True,False,False,0,56880.0,1564.2,Alone,Commercial,2.0,M,False,CL,Family,0.009175,9209,1083,1859,1888,True,True,False,Managers,2,2,4,10.0,True,True,0.35560122,0.45654067,0.10278201,True,0.0,0
12150.0,False,False,False,True,1,52863.3,2712.15,Alone,Commercial,1.0,M,False,CL,Home,0.031329,15803,2087,1950,3739,True,False,False,Laborers,3,2,2,14.0,True,True,0.1848025,0.6828697,0.71657026,True,0.0,0
6750.0,False,False,True,True,3,13500.0,1430.55,Alone,Service,1.0,M,False,CL,Home,0.019689,13928,1750,1057,4208,True,True,False,High skill tech,5,2,2,15.0,True,True,0.46885517,0.31793922,0.5424451,True,1.0,0
18000.0,False,False,False,True,0,36489.6,2481.3,Alone,Service,1.0,M,False,CL,Home,0.04622,9868,1221,4386,2524,True,True,True,Laborers,2,1,1,12.0,True,True,0.46862847,0.03871292,0.30927536,True,2.0,0
11250.0,True,False,False,True,0,81404.1,2625.75,Alone,Commercial,1.0,M,False,CL,Home,0.015221,12204,4264,8,1640,True,False,False,High skill tech,2,2,4,13.0,True,True,0.69329727,0.48374906,0.36394525,True,6.0,0
13500.0,False,False,True,False,2,67500.0,2628.45,Alone,Commercial,1.0,M,False,CL,Home,0.02461,13714,987,394,812,True,True,True,Sales,4,2,4,13.0,True,True,0.72895896,0.69387376,0.49566582,True,2.0,0
8100.0,False,False,False,True,2,31410.0,1716.75,Alone,Govt Job,1.0,M,False,CL,Rental,0.005084,13985,7260,6393,3936,True,False,False,Secretaries,4,2,3,12.0,True,True,0.6423799,0.4550436,0.35895124,True,1.0,0
15750.0,False,False,True,True,0,27000.0,1562.85,Alone,Service,1.0,M,False,CL,Home,0.028663,19978,479,9686,3501,True,False,False,Laborers,2,2,4,16.0,True,True,0.7584997,0.3536047,0.58674,True,3.0,0
15750.0,False,False,False,True,1,59947.2,3667.5,Alone,Service,1.0,M,False,CL,Home,0.010966,17062,1083,5523,504,True,False,False,High skill tech,3,2,5,9.0,True,True,0.77505434,0.67851126,0.5388627,True,1.0,0
18000.0,True,False,False,True,0,24750.0,1237.5,Alone,Commercial,1.0,M,False,RL,Home,0.014464,20703,179,4271,4173,True,False,False,Drivers,2,2,3,7.0,True,True,0.45171106,0.50572,0.51369375,True,2.0,0
18000.0,True,False,False,False,0,24727.5,1926.45,Alone,Service,1.0,D,False,CL,Home,0.030755,14956,897,8890,4123,True,False,False,Realty agents,1,2,4,12.0,True,True,0.37895736,0.68621296,0.6754133,True,0.0,0
13950.0,True,False,False,True,0,84968.55,4891.05,Alone,Commercial,1.0,M,False,CL,Home,0.032561,20496,8013,7602,4000,True,False,False,Managers,2,1,2,16.0,True,True,0.67638326,0.7321044,0.7223929,True,3.0,0
22500.0,True,False,True,True,2,30150.0,2193.75,Alone,Commercial,2.0,M,False,CL,Rental,0.018209,10879,724,2156,1828,True,False,False,Accountants,4,3,4,14.0,True,True,0.23723471,0.544011,0.21885908,True,2.0,0
9450.0,False,False,True,True,0,139500.0,3849.3,Alone,Service,1.0,M,False,CL,Home,0.0228,14664,3868,2209,4905,True,True,False,Private service,2,2,1,9.0,True,True,0.6167614,0.49358958,0.84066653,True,4.0,0
18000.0,True,False,False,True,0,97038.0,3451.05,Alone,Service,1.0,D,False,CL,Home,0.020713,13537,1776,1148,3361,True,False,False,Laborers,1,1,5,14.0,True,True,0.2361599,0.5557825,0.7801436,True,7.0,0
13500.0,False,False,False,False,0,82482.3,2188.8,Alone,Service,1.0,M,False,CL,Home,0.008625,11652,609,5752,4028,True,False,False,Laborers,2,2,3,16.0,True,True,0.082930684,0.5992572,0.49386287,True,0.0,1
31500.0,False,False,False,True,0,109602.0,5609.25,Alone,Commercial,2.0,S,False,CL,Home,0.04622,18398,667,8219,1947,True,True,False,Managers,1,1,3,10.0,True,True,0.81957597,0.70158464,0.40835884,True,2.0,0
27000.0,True,True,True,True,0,7131.6,761.85,Alone,Commercial,1.0,M,False,CL,Home,0.04622,15087,1556,6741,4910,True,False,False,Drivers,2,1,5,16.0,True,True,0.7659139,0.67640406,0.5406544,True,2.0,0
24750.0,True,True,False,True,1,20700.0,1135.8,Alone,Service,2.0,M,False,CL,Home,0.026392,9425,232,8050,2110,True,False,False,Sales,3,2,6,15.0,True,True,0.12033154,0.5523246,0.28078958,True,3.0,1
21600.0,True,False,True,False,0,67500.0,1780.65,Relative,Service,2.0,W,False,CL,Home,0.026392,13451,265,7590,4236,True,True,True,Accountants,1,2,2,10.0,True,True,0.6544059,0.57680047,0.5549468,True,3.0,0
9000.0,False,True,True,True,0,45000.0,2889.0,Alone,Service,1.0,M,False,CL,Home,0.008474,17155,510,7293,664,True,True,False,Sales,2,2,4,16.0,True,True,0.48201555,0.2790768,0.51369375,True,1.0,0
13500.0,False,False,True,False,0,50849.55,2459.25,Alone,Service,1.0,M,False,CL,Home,0.020713,15630,1056,4206,4662,True,False,False,Security,2,2,2,11.0,True,True,0.39189216,0.5343563,0.7032033,True,1.0,0
20250.0,False,True,True,True,1,27363.6,2960.1,Others,Service,1.0,S,False,CL,Home,0.020713,12500,4449,5811,3828,True,False,False,Cleaning,2,2,4,11.0,True,True,0.4179044,0.45082808,0.40314168,True,1.0,0
13500.0,False,False,False,True,2,39701.7,1695.15,Alone,Service,1.0,M,False,CL,Municipal,0.003818,12986,2140,6961,4803,True,True,True,Core,4,2,5,9.0,True,True,0.70442104,0.46466818,0.5460232,True,2.0,0
45000.0,True,False,False,False,1,67500.0,3375.0,Alone,Commercial,2.0,M,False,RL,Home,0.072508,14502,4295,3802,5304,True,False,True,Managers,3,1,2,19.0,True,True,0.47108352,0.7820334,0.7530674,True,0.0,0
14850.0,True,False,False,True,0,54000.0,1755.0,Relative,Service,1.0,M,False,CL,Home,0.018029,18038,276,10574,1586,True,False,False,High skill tech,2,3,2,9.0,True,True,0.33807403,0.26651978,0.45789954,True,1.0,0
9000.0,False,True,True,False,2,58500.0,2114.1,Alone,Service,1.0,M,False,CL,Home,0.028663,13354,2758,1642,4362,True,False,False,Managers,4,2,2,9.0,True,True,0.75639665,0.65426034,0.81061804,True,0.0,0
15750.0,True,False,False,True,0,104256.0,3458.7,Alone,Commercial,2.0,M,False,CL,Home,0.009175,23492,323,6389,3963,True,False,False,High skill tech,2,2,3,13.0,True,True,0.87118095,0.7522281,0.8072739,True,0.0,0
18000.0,False,True,False,True,2,103712.85,4407.3,Alone,Service,2.0,M,False,CL,Home,0.022625,13211,5170,4969,4420,True,False,False,Laborers,4,2,1,13.0,True,True,0.760468,0.741744,0.3360615,True,4.0,0
18000.0,False,True,True,False,1,72846.0,4469.4,Alone,Service,1.0,M,False,CL,Home,0.00496,15880,233,3983,5086,True,False,False,Realty agents,3,2,2,16.0,True,True,0.5259103,0.62270314,0.57620883,True,0.0,0
6750.0,True,False,True,True,2,27450.0,1348.2,Alone,Commercial,1.0,M,False,CL,Home,0.028663,15110,697,2939,4437,True,False,False,Laborers,4,2,3,15.0,True,True,0.6125322,0.74785787,0.6894792,True,1.0,0
13500.0,False,False,True,False,2,13500.0,1417.5,Alone,Service,1.0,M,False,CL,Home,0.008625,13298,1086,4004,2583,True,True,False,Secretaries,4,2,4,15.0,True,True,0.5602439,0.41179657,0.6801388,True,1.0,0
20250.0,True,False,True,True,1,123681.6,3629.25,Alone,Service,1.0,M,False,CL,Home,0.025164,15042,1123,9160,4348,True,False,False,Security,3,2,2,9.0,True,True,0.5831114,0.23076446,0.37233368,True,4.0,1
40500.0,False,True,True,True,1,180000.0,7441.65,Alone,Service,1.0,M,False,CL,Home,0.04622,16614,4918,3954,164,True,False,True,Security,3,1,1,12.0,True,True,0.23054777,0.6958906,0.7252764,True,1.0,0
27000.0,True,True,True,False,0,90000.0,4067.1,Alone,Service,1.0,M,False,CL,Home,0.032561,14828,2630,4518,5413,True,True,False,Managers,2,1,3,16.0,True,True,0.3014848,0.6700154,0.74079907,True,0.0,1
18000.0,False,False,False,False,0,88884.0,3192.3,Alone,Service,1.0,M,False,CL,Family,0.032561,13331,3625,4349,5072,True,False,True,Core,2,1,4,17.0,True,True,0.19834696,0.7572232,0.71215516,True,2.0,0
36000.0,True,False,True,False,1,74628.0,5443.65,Alone,Commercial,2.0,S,False,CL,Municipal,0.04622,10958,711,1919,3514,True,False,False,Sales,2,1,5,12.0,True,True,0.18653592,0.24534956,0.157595,True,5.0,0
13500.0,False,False,False,False,1,26955.0,1309.5,Alone,Service,1.0,M,False,CL,Home,0.010556,14317,1150,7335,4877,True,False,False,Sales,3,3,2,14.0,True,True,0.70628023,0.5318852,0.18959527,True,2.0,0
12600.0,False,False,False,True,1,45450.0,1938.6,Alone,Commercial,1.0,M,False,CL,Home,0.072508,10904,3325,1716,3575,True,False,True,Core,3,1,2,17.0,True,True,0.23275042,0.7558376,0.43296167,True,2.0,0
27000.0,True,False,False,True,0,87098.4,3454.2,Alone,Govt Job,2.0,M,False,CL,Home,0.014464,12189,4060,6293,3682,True,False,True,High skill tech,2,2,5,3.0,True,True,0.4521621,0.7374906,0.7958031,True,4.0,0
20250.0,False,True,True,True,0,15830.1,1891.35,Alone,Service,1.0,S,False,CL,Home,0.010643,13181,2695,936,4414,True,False,False,Laborers,1,2,1,17.0,True,True,0.37364435,0.69583964,0.6769925,True,4.0,0
18000.0,False,False,False,True,0,85305.6,3077.1,Alone,Service,1.0,M,False,CL,Home,0.009334,9446,1994,610,2108,True,False,True,Sales,2,2,6,16.0,True,True,0.77432305,0.57443935,0.44183582,True,1.0,0
18000.0,True,False,True,True,0,14850.0,572.85,Alone,Service,1.0,M,False,CL,Municipal,0.072508,16642,4906,8819,193,True,False,True,Drivers,2,1,6,13.0,True,True,0.61145747,0.7467553,0.7366227,True,5.0,0
13500.0,False,False,False,True,0,32702.4,1705.95,Alone,Service,2.0,D,False,CL,Home,0.010006,16280,270,631,2980,True,False,True,Laborers,1,2,4,15.0,True,True,0.58246446,0.5418675,0.23791608,True,3.0,0
13500.0,False,False,True,False,2,45000.0,2719.35,Alone,Service,1.0,M,False,CL,Rental,0.0228,10781,1193,4762,1173,True,True,True,Waiters/barmen,4,2,3,8.0,True,True,0.81600916,0.46687734,0.5424451,True,2.0,0
45000.0,True,False,False,False,0,125640.0,3686.4,Alone,Service,2.0,S,False,CL,Family,0.018801,9894,803,4311,2477,True,False,False,Sales,1,2,4,9.0,True,True,0.44809482,0.6788403,0.42061096,True,1.0,0
13500.0,False,False,False,True,0,31410.0,1468.35,Alone,Service,1.0,D,False,CL,Home,0.031329,14011,3032,2474,4828,True,False,False,Accountants,1,2,1,15.0,True,True,0.49361,0.74789083,0.44183582,True,3.0,0
11250.0,False,False,True,False,1,31744.35,1539.9,Alone,Commercial,1.0,S,False,CL,Home,0.010276,17045,1350,9920,594,True,False,False,Laborers,2,2,4,16.0,True,True,0.6678376,0.5619768,0.54423475,True,0.0,0
26100.0,True,False,True,True,2,112500.0,4474.8,Alone,Service,2.0,M,False,CL,Home,0.028663,10996,341,10985,1857,True,False,False,Accountants,4,2,5,15.0,True,True,0.6721666,0.6940688,0.17146836,True,0.0,0
15750.0,True,True,True,True,0,32338.8,3036.6,Alone,Commercial,2.0,S,False,CL,Home,0.035792,13911,1485,7370,4416,True,False,True,High skill tech,1,2,1,12.0,True,True,0.45824522,0.69910187,0.6561584,True,0.0,0
33750.0,True,False,True,False,2,111384.0,4732.2,Alone,Service,2.0,M,False,CL,Office,0.032561,13155,4512,875,4887,True,False,False,Managers,4,1,4,15.0,True,True,0.47685763,0.5223193,0.7016958,True,3.0,0
20250.0,False,False,True,True,0,16200.0,840.15,Alone,Service,1.0,M,False,CL,Home,0.028663,17089,10224,4918,636,True,False,False,Laborers,2,2,1,7.0,True,True,0.6096373,0.55798954,0.56737924,True,7.0,0
15750.0,False,False,True,True,0,84807.0,2492.55,Alone,Service,2.0,S,False,CL,Home,0.018801,14905,2722,7356,4368,True,False,False,Sales,1,2,4,12.0,True,True,0.37518063,0.4569422,0.2881296,True,2.0,0
26550.0,True,True,False,True,2,107820.0,3833.1,Alone,Service,2.0,M,False,CL,Home,0.0105,11630,1904,2275,967,True,False,False,Laborers,4,3,2,11.0,True,True,0.21621202,0.5882971,0.32965505,True,3.0,0
18000.0,True,False,False,False,0,49752.0,2869.2,Alone,Commercial,2.0,M,False,CL,Municipal,0.022625,13319,3709,6902,2889,True,True,True,Accountants,2,2,5,14.0,True,True,0.82370555,0.7988513,0.3740208,True,0.0,0
15750.0,False,False,False,True,2,46621.35,3737.7,Alone,Commercial,2.0,M,False,CL,Home,0.018801,13781,1462,7853,5210,True,False,False,Cooking,4,2,1,8.0,True,True,0.27744767,0.45822853,0.37571102,True,2.0,0
20250.0,True,True,False,True,2,129350.25,3794.85,Alone,Commercial,2.0,M,False,CL,Home,0.072508,14744,2566,1160,4500,True,False,False,Core,4,1,3,19.0,True,True,0.8312446,0.6457487,0.50107515,True,4.0,0
13500.0,False,False,True,True,2,45000.0,2297.7,Alone,Service,2.0,M,False,CL,Home,0.026392,11244,1756,1484,3781,True,True,True,High skill tech,4,2,3,18.0,True,True,0.5351965,0.63097906,0.27933532,True,1.0,0
23850.0,False,False,True,True,0,109602.0,5596.2,Alone,nan,2.0,D,False,CL,Home,0.00963,20082,5327,9593,3601,True,False,False,Managers,1,2,5,17.0,True,True,0.6775644,0.5625742,0.53527623,True,4.0,0
18000.0,False,False,True,False,0,135000.0,5571.45,Alone,Service,1.0,M,False,CL,Home,0.028663,16725,8022,6141,265,True,True,True,Laborers,2,2,2,21.0,True,True,0.6989851,0.656478,0.6463299,True,4.0,0
33750.0,True,False,False,True,0,76500.0,4901.85,Alone,Commercial,2.0,M,False,CL,Home,0.072508,19332,4016,9342,2008,True,False,True,Sales,2,1,2,11.0,True,True,0.55187577,0.5929341,0.52629495,True,1.0,0
8100.0,False,False,True,True,0,36146.25,1544.4,Alone,Commercial,2.0,S,False,CL,Home,0.031329,20203,2041,14297,3527,True,False,False,Cooking,1,2,1,9.0,True,True,0.6729744,0.56965345,0.17146836,True,1.0,0
11250.0,False,False,True,True,0,26865.9,2834.1,Alone,Commercial,1.0,M,False,CL,Home,0.018029,10333,1855,3070,2215,True,False,False,Sales,2,3,2,8.0,True,True,0.21355307,0.576731,0.67065173,True,5.0,0
27000.0,True,True,False,False,1,176211.0,6724.8,Alone,Commercial,2.0,M,False,CL,Municipal,0.072508,12928,239,6680,36,True,False,True,Managers,3,1,3,16.0,True,True,0.28494066,0.74848825,0.43296167,True,3.0,0
15750.0,False,True,False,False,2,88884.0,2950.65,Alone,Service,1.0,M,False,CL,Municipal,0.005002,14201,5522,4676,4687,True,True,True,Laborers,4,3,2,13.0,True,True,0.28288832,0.5389618,0.71949077,True,1.0,0
13500.0,False,False,True,True,0,70484.4,2808.45,Alone,Service,1.0,M,False,CL,Home,0.006207,15757,2874,13811,4059,True,False,False,Sales,2,2,4,14.0,True,True,0.6672,0.6707885,0.7267112,True,2.0,0
15750.0,True,False,False,True,0,67500.0,2424.6,Alone,Service,1.0,M,False,CL,Home,0.008019,18512,5352,1618,2063,True,True,False,Low-skill Laborers,2,2,2,17.0,True,True,0.4429175,0.56894034,0.21640296,True,6.0,0
15300.0,False,False,False,False,1,12600.0,1336.05,Relative,Govt Job,1.0,M,False,CL,Home,0.018209,11658,1635,1823,2713,True,False,False,Core,3,3,5,6.0,True,True,0.12637548,0.2141469,0.27356467,True,2.0,0
36000.0,True,False,False,True,1,27000.0,2724.75,Alone,Commercial,2.0,M,False,CL,Home,0.031329,11803,212,2226,3801,True,False,False,Sales,3,2,2,12.0,True,True,0.18770973,0.5762719,0.66102356,True,1.0,0
31500.0,True,False,False,True,1,81000.0,4050.0,Alone,Commercial,2.0,M,False,RL,Home,0.072508,16555,1451,2978,100,True,False,True,Managers,3,1,5,11.0,True,True,0.55092245,0.7588796,0.2608559,True,0.0,0
22500.0,True,False,True,False,1,80865.0,2983.95,Alone,Service,1.0,D,False,CL,Home,0.010276,15208,3993,5613,5621,True,True,True,Managers,2,2,2,15.0,True,True,0.56047475,0.44259137,0.29109737,True,1.0,0
12150.0,False,False,True,True,0,27000.0,1933.2,Alone,Commercial,1.0,M,False,CL,Home,0.011703,15378,3725,1802,3639,True,False,True,Laborers,2,2,1,15.0,True,True,0.74624395,0.71690065,0.75440615,True,4.0,0
20250.0,False,False,False,True,1,90000.0,3582.45,Alone,Service,2.0,M,False,CL,Home,0.010006,11290,1033,255,712,True,False,False,Security,3,2,1,11.0,True,True,0.18366663,0.70323014,0.3016249,True,2.0,0
18000.0,True,False,False,True,0,149448.6,4122.45,Relative,Commercial,1.0,M,False,CL,Home,0.025164,11944,2195,4129,4129,True,False,False,Accountants,2,2,2,7.0,True,True,0.24788213,0.6480813,0.4830502,True,1.0,0
13500.0,True,False,False,False,0,69750.0,3231.9,Relative,Service,1.0,M,False,CL,Home,0.028663,12956,1586,4947,4677,True,False,False,Private service,2,2,5,10.0,True,True,0.38360754,0.54630464,0.3062023,True,4.0,0
18000.0,False,True,True,True,0,22500.0,1094.4,Relative,Service,1.0,S,False,CL,Home,0.025164,8639,1316,6139,1315,True,False,False,High skill tech,1,2,2,9.0,True,True,0.45141992,0.52582633,0.5513813,True,0.0,0
45000.0,True,True,False,True,0,112500.0,5625.0,Alone,Commercial,2.0,M,False,RL,Home,0.00733,10503,858,3944,3148,True,False,False,Managers,2,2,0,11.0,True,True,0.4190316,0.70824367,0.45969045,True,0.0,0
17100.0,False,True,False,False,0,52128.0,2661.3,Alone,nan,2.0,M,False,CL,Home,0.020246,14234,3117,6342,4893,True,False,True,Accountants,2,3,1,14.0,True,True,0.5492948,0.32077217,0.27500036,True,1.0,1
17550.0,True,False,False,True,0,180000.0,6256.8,Alone,Commercial,2.0,M,False,CL,Home,0.026392,17416,10423,2464,916,True,False,True,Accountants,2,2,2,21.0,True,True,0.8139445,0.70689076,0.6769925,True,1.0,0
22500.0,False,False,True,False,0,31067.1,1998.45,Alone,Service,1.0,M,False,CL,Home,0.020246,9839,2642,3091,2517,True,False,False,Sales,2,3,2,8.0,True,True,0.37116107,0.3723402,0.41010258,True,1.0,0
27000.0,True,False,True,True,0,108000.0,5767.2,Partner,Commercial,2.0,M,False,CL,Home,0.022625,15610,6154,175,4367,True,True,False,Managers,2,2,5,13.0,True,True,0.562451,0.75632155,0.3656165,True,2.0,0
24750.0,True,True,True,True,0,102474.0,5245.2,Alone,Service,2.0,M,False,CL,Home,0.010147,9855,1272,7678,2542,True,False,False,Core,2,2,4,11.0,True,True,0.4422153,0.30690572,0.41184855,True,1.0,0
9900.0,False,False,True,True,0,27627.75,1183.5,Alone,Service,1.0,S,False,CL,Home,0.020246,20540,5725,3709,4091,True,False,False,High skill tech,1,3,4,15.0,True,True,0.8861832,0.40903446,0.39621958,True,1.0,0
13050.0,False,False,True,True,1,125568.0,4162.95,Kids,Commercial,1.0,M,False,CL,Home,0.011703,12907,431,7057,2769,True,False,True,Laborers,3,2,6,16.0,True,True,0.34006488,0.73050165,0.563835,True,2.0,0
15750.0,True,False,False,True,1,26955.0,1424.25,Relative,Govt Job,1.0,M,False,CL,Home,0.010032,10946,823,54,267,True,True,False,Security,3,2,2,6.0,True,True,0.32310718,0.54138976,0.31859553,True,0.0,0
31500.0,False,False,False,False,0,128835.0,3780.0,Others,Service,1.0,M,False,CL,Home,0.006207,16284,9599,7382,4377,True,False,False,Laborers,2,2,2,12.0,True,True,0.46625412,0.64815116,0.5954562,True,1.0,0
49500.0,False,False,False,True,1,90000.0,3232.8,Alone,Commercial,2.0,M,False,CL,Home,0.072508,14548,7946,8689,4392,True,False,True,Accountants,3,1,5,18.0,True,True,0.6250899,0.7765081,0.62799084,True,4.0,0
7200.0,True,False,False,False,1,14391.0,1526.85,Alone,Service,1.0,M,False,CL,Home,0.009657,10482,3547,2631,2708,True,True,True,High skill tech,3,2,1,18.0,True,True,0.26613647,0.6307856,0.60927564,True,0.0,0
36000.0,True,False,True,True,0,58500.0,1723.5,Alone,Commercial,2.0,S,False,CL,Home,0.0228,21980,1598,7010,2775,True,True,True,Accountants,1,2,1,12.0,True,True,0.8505442,0.75325775,0.5954562,True,2.0,0
20250.0,False,True,True,False,0,90000.0,3188.7,Alone,Service,2.0,M,False,CL,Home,0.04622,11618,171,2169,3051,True,True,False,Laborers,2,1,4,19.0,True,True,0.42002824,0.60685253,0.2881296,True,1.0,0
9900.0,False,False,False,True,2,36489.6,1992.6,Alone,Service,2.0,M,False,CL,Home,0.018209,15135,616,2046,2717,True,True,False,Managers,4,3,5,11.0,True,True,0.53008705,0.011338702,0.28961125,True,3.0,0
9000.0,True,False,False,True,2,4797.0,491.4,Alone,Service,1.0,M,False,CL,Municipal,0.005144,15948,5480,190,4197,True,True,False,Laborers,4,2,2,17.0,True,True,0.2516187,0.41557297,0.75839305,True,2.0,0
22500.0,True,True,True,True,0,24750.0,2461.05,Alone,Service,1.0,D,False,CL,Home,0.009549,20554,765,9723,3921,True,False,False,Managers,1,2,2,14.0,True,True,0.87676483,0.61083126,0.42061096,True,6.0,0
20250.0,False,False,False,False,1,83538.0,4032.0,Relative,Service,2.0,D,False,CL,Home,0.00496,13677,2529,584,4610,True,False,False,Private service,2,2,1,12.0,True,True,0.56465995,0.7112484,0.73381454,True,3.0,0
20250.0,True,True,True,True,0,19908.0,1343.25,Alone,Commercial,1.0,M,False,CL,Home,0.025164,9302,798,9247,1960,True,False,False,Core,2,2,3,9.0,True,True,0.5428969,0.4147341,0.031404637,True,0.0,0
13500.0,True,False,True,True,1,30146.4,2394.9,Alone,Service,1.0,M,False,CL,Home,0.014464,15532,320,6834,4137,True,False,False,Cooking,3,2,2,8.0,True,True,0.53909075,0.6660535,0.24054141,True,2.0,0
18000.0,False,False,True,False,0,135000.0,4692.6,Alone,Govt Job,2.0,M,False,CL,Home,0.025164,17408,1187,3723,281,True,True,False,Managers,2,2,2,15.0,True,True,0.9075906,0.50960606,0.48124933,True,3.0,0
16650.0,False,False,False,True,0,100692.0,4006.35,Relative,Govt Job,2.0,M,False,CL,Home,0.010032,17048,6624,5525,590,True,False,False,Core,2,2,6,4.0,True,True,0.68091923,0.37340382,0.3457848,True,0.0,0
15750.0,True,True,False,True,1,31410.0,1657.35,Alone,Service,2.0,M,False,CL,Home,0.003813,11559,1627,2533,3137,True,False,False,Core,3,2,4,12.0,True,True,0.4455276,0.538576,0.37571102,True,0.0,0
4500.0,False,False,True,True,1,5212.8,631.35,Relative,Service,1.0,M,False,CL,Home,0.00712,12911,3806,6948,3077,True,False,False,Cooking,3,2,6,14.0,True,True,0.35402894,0.26118514,0.43473324,True,2.0,0
24750.0,True,False,True,True,0,67500.0,1973.7,Alone,Service,2.0,M,False,CL,Home,0.026392,18669,6968,10505,2193,True,False,True,Laborers,2,2,1,16.0,True,True,0.71459186,0.7104618,0.4740513,True,0.0,0
18000.0,False,True,True,False,0,54734.4,2197.35,Alone,Service,2.0,M,False,CL,Home,0.008019,17218,4209,5176,776,True,False,False,Managers,2,2,1,15.0,True,True,0.82824516,0.28273422,0.35729328,True,6.0,0
9000.0,False,True,True,False,2,80865.0,2621.7,Relative,Service,1.0,D,False,CL,Home,0.0105,10784,3690,5526,3455,True,False,False,Cooking,3,3,5,9.0,True,True,0.34727442,0.39243135,0.45969045,True,0.0,0
22500.0,False,True,True,True,1,67500.0,5346.0,Alone,Govt Job,2.0,M,False,CL,Home,0.04622,13075,2399,7186,3534,True,False,False,Core,3,1,1,10.0,True,True,0.8404184,0.7362398,0.59892625,True,2.0,0
12150.0,False,False,False,False,0,81404.1,2380.05,Alone,Service,1.0,M,False,CL,Home,0.0228,11941,1488,2842,3241,True,True,True,Core,2,2,1,17.0,True,True,0.73693305,0.6656934,0.27356467,True,0.0,0
11250.0,False,False,False,True,2,25650.0,2039.4,Alone,Service,2.0,M,False,CL,Home,0.015221,12233,2642,722,4194,True,False,False,Laborers,4,2,5,13.0,True,True,0.44317052,0.6789309,0.51369375,True,1.0,0
18000.0,True,False,False,True,1,7819.2,833.85,Alone,Commercial,2.0,M,False,CL,Home,0.011703,15933,1256,7521,4987,True,False,True,Laborers,3,2,5,14.0,True,True,0.80344117,0.7048614,0.7662337,True,4.0,0
6750.0,False,False,True,False,0,54000.0,1741.95,Alone,Service,2.0,M,False,CL,Family,0.007305,11815,2149,5905,3187,True,True,True,Core,2,3,4,11.0,True,True,0.44951618,0.53732586,0.33445412,True,1.0,0
18900.0,False,False,False,False,0,135000.0,3725.55,Relative,Commercial,2.0,M,False,CL,Home,0.019101,13001,2429,2806,4289,True,True,True,Managers,2,2,3,16.0,True,True,0.5304151,0.73786724,0.60238636,True,1.0,0
18000.0,False,False,True,True,0,20250.0,1098.45,Relative,Commercial,1.0,M,False,CL,Home,0.025164,15608,197,4693,4219,True,False,False,Accountants,2,2,1,16.0,True,True,0.5918685,0.7450103,0.38591468,True,1.0,0
11250.0,False,True,False,False,0,29250.0,1462.5,Alone,Service,1.0,S,False,RL,Family,0.010032,11376,1074,5249,3882,True,False,False,Laborers,1,2,0,9.0,True,True,0.15597741,0.6047375,0.7813782,True,2.0,0
22500.0,False,False,True,True,0,72979.2,2634.3,Alone,Service,1.0,D,False,CL,Home,0.010147,13366,1056,7420,5026,True,False,False,Accountants,1,2,5,13.0,True,True,0.64800316,0.24534956,0.6801388,True,1.0,0
13500.0,False,False,False,False,1,29250.0,2358.0,Alone,Service,1.0,M,False,CL,Family,0.018209,10864,837,4267,1535,True,False,True,Laborers,3,3,0,13.0,True,True,0.39304927,0.45979783,0.6161217,True,2.0,0
11250.0,True,False,True,True,1,22615.2,1239.75,Alone,Service,1.0,S,False,CL,Family,0.031329,11020,1164,4320,3390,True,False,False,Drivers,2,2,6,12.0,True,True,0.1824821,0.15065719,0.6161217,True,0.0,0
20250.0,False,True,False,True,0,53870.4,2385.9,Alone,Service,1.0,S,False,CL,Home,0.005313,17053,6232,3687,590,True,False,True,Medicine,1,2,6,10.0,True,True,0.5332147,0.5486992,0.5902333,True,1.0,0
19350.0,True,False,False,True,1,88617.6,3195.9,Alone,Service,2.0,M,False,CL,Home,0.022625,11605,2357,2161,1465,True,False,False,IT,3,2,4,12.0,True,True,0.20372349,0.39986974,0.44183582,True,0.0,0
13500.0,False,False,True,True,0,56250.0,2396.25,Alone,Service,1.0,S,False,CL,Rental,0.026392,14993,8404,6153,4262,True,False,False,Accountants,1,2,4,18.0,True,True,0.47217607,0.662244,0.6430256,True,0.0,0
11250.0,False,False,True,True,2,31500.0,1400.4,Alone,Service,2.0,M,False,CL,Home,0.025164,12487,3804,1633,2327,True,True,True,Accountants,4,2,5,11.0,True,True,0.36199078,0.48690075,0.5937176,True,2.0,0
15750.0,False,False,True,True,1,22950.0,1853.1,Relative,Service,1.0,M,False,CL,Home,0.026392,8907,2251,3541,780,True,False,False,High skill tech,3,2,2,17.0,True,True,0.30717385,0.6341658,0.0828147,True,2.0,0
22500.0,False,False,False,False,0,122301.0,4863.15,Alone,Commercial,1.0,S,False,CL,Home,0.072508,19086,3213,2695,2611,True,False,False,Sales,1,1,2,17.0,True,True,0.677149,0.75962305,0.4650692,True,1.0,0
18000.0,True,True,False,False,2,73317.6,2853.9,Alone,Commercial,2.0,M,False,CL,Home,0.010276,13789,701,206,4410,True,False,False,Security,4,2,5,12.0,True,True,0.17567603,0.6489885,0.30467218,True,6.0,0
13500.0,True,False,True,True,2,32421.6,2179.35,Alone,Service,1.0,M,False,CL,Home,0.020713,12406,265,942,465,True,False,False,Drivers,4,2,1,12.0,True,True,0.16276826,0.5143267,0.25670558,True,2.0,0
12600.0,True,True,False,True,0,67500.0,4924.8,Alone,nan,1.0,M,False,CL,Home,0.026392,15546,1641,61,4766,True,True,True,Laborers,2,2,1,11.0,True,True,0.20741612,0.6193321,0.36394525,True,1.0,0
18000.0,False,False,False,True,0,57362.85,2772.45,Alone,Service,1.0,M,False,CL,Home,0.01885,12997,5886,402,555,True,False,False,Laborers,2,2,1,17.0,True,True,0.48534226,0.5581513,0.48665315,True,0.0,0
15750.0,True,False,False,True,1,45000.0,2250.0,Alone,Commercial,2.0,M,False,RL,Home,0.010556,11468,2175,5149,1748,True,False,False,Core,3,3,6,13.0,True,True,0.7717221,0.6046539,0.26504943,True,1.0,0
18000.0,False,False,True,True,1,123681.6,3629.25,Alone,Service,1.0,M,False,CL,Municipal,0.009549,17872,5151,8460,1391,True,False,False,Laborers,3,2,2,17.0,True,True,0.46330976,0.5923164,0.4365065,True,3.0,0
12600.0,True,False,True,True,0,61925.4,2294.55,Alone,Service,1.0,M,False,CL,Home,0.030755,14233,1724,7555,4005,True,False,False,Accountants,2,2,4,9.0,True,True,0.6553169,0.6294655,0.57091653,True,4.0,0
18000.0,False,False,True,False,0,36000.0,1538.1,Alone,Service,1.0,M,False,CL,Municipal,0.010006,19285,1568,3350,2685,True,False,True,Medicine,2,2,2,10.0,True,True,0.5841682,0.75329435,0.5585066,True,0.0,0
39150.0,False,False,False,False,0,122301.0,4994.1,Relative,Service,1.0,S,False,CL,Municipal,0.020713,9242,508,345,1890,True,False,False,Sales,1,1,4,12.0,True,True,0.402965,0.31883615,0.5388627,True,0.0,0
27000.0,False,False,False,False,0,45000.0,3044.25,Alone,Service,2.0,S,False,CL,Shared,0.04622,8462,964,5495,1095,True,True,True,Secretaries,1,1,1,13.0,True,True,0.7817114,0.5645911,0.42236966,True,1.0,0
7200.0,False,True,False,True,0,14391.0,1365.3,Alone,Service,1.0,W,False,CL,Home,0.011703,21530,1611,9239,3925,True,False,False,Sales,1,2,0,15.0,True,True,0.7337781,0.702184,0.80950826,True,2.0,0
33750.0,True,False,False,False,1,75519.0,3645.9,Alone,nan,2.0,D,False,CL,Home,0.006207,13104,1399,2480,4766,True,False,False,Managers,2,2,4,12.0,True,True,0.77210337,0.7198779,0.5797274,True,0.0,0
11250.0,False,True,True,False,1,45450.0,1938.6,Alone,Service,2.0,M,False,CL,Home,0.008625,11247,1843,1973,830,True,True,True,Accountants,3,2,3,18.0,True,True,0.6215284,0.54949504,0.24054141,True,1.0,0
13500.0,True,False,False,True,0,66830.4,2844.45,Alone,Commercial,1.0,M,False,CL,Home,0.04622,14544,5083,1703,4250,True,False,True,Laborers,2,1,6,12.0,True,True,0.7031901,0.67212963,0.47764915,True,0.0,0
29250.0,True,False,False,True,0,18000.0,900.0,Alone,Service,2.0,M,False,RL,Home,0.020246,14581,349,3163,4537,True,False,False,Managers,2,3,2,13.0,True,True,0.4664235,0.52941805,0.5208976,True,0.0,0
18000.0,False,False,False,True,0,65961.0,1826.55,Alone,Govt Job,2.0,W,False,CL,Home,0.011657,21881,12522,3288,4639,True,False,True,Core,1,1,0,14.0,True,True,0.61452127,0.64100736,0.71803284,True,1.0,0
19800.0,False,False,True,False,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.009175,8887,1349,607,1321,True,False,False,Medicine,3,2,3,10.0,True,True,0.45639145,0.6999522,0.5971924,True,0.0,0
27000.0,False,False,False,True,0,28440.0,1645.65,Alone,Service,2.0,M,False,CL,Home,0.025164,22602,13691,6877,3989,True,False,False,Managers,2,2,1,9.0,True,True,0.7650761,0.19152586,0.5316861,True,0.0,0
20250.0,False,True,True,False,1,50249.7,2884.5,Alone,Commercial,2.0,D,False,CL,Home,0.009175,10909,1418,4783,2980,True,False,False,Sales,2,2,4,15.0,True,True,0.24421069,0.7393449,0.43473324,True,2.0,0
12600.0,False,False,False,True,1,18000.0,900.0,Alone,Service,1.0,S,False,RL,Home,0.008866,11469,2715,4833,3727,True,True,True,Sales,2,2,6,12.0,True,True,0.615827,0.482575,0.391055,True,1.0,0
36000.0,True,True,False,True,0,84874.5,4617.45,Alone,Service,2.0,M,False,CL,Home,0.04622,14428,1352,685,685,True,False,False,Cooking,2,1,2,13.0,True,True,0.53162587,0.6998787,0.19633396,True,4.0,0
20250.0,False,False,True,True,0,25470.0,1422.0,Alone,Govt Job,2.0,M,False,CL,Home,0.04622,14751,893,8477,5529,True,True,True,Managers,2,1,4,14.0,True,True,0.7268107,0.74258506,0.5567274,True,1.0,0
29250.0,True,False,False,False,1,151541.55,4180.05,Alone,Govt Job,2.0,M,False,CL,Home,0.072508,16010,2667,4481,4649,True,False,True,Core,3,1,3,11.0,True,True,0.852751,0.7412955,0.50107515,True,0.0,0
20250.0,True,False,True,True,1,32301.45,1765.35,Alone,Service,1.0,M,False,CL,Home,0.010147,8447,288,788,1131,True,False,True,Drivers,3,2,1,13.0,True,True,0.6716385,0.4100762,0.44539624,True,3.0,0
31500.0,False,True,True,True,0,109602.0,4656.6,Alone,Commercial,2.0,M,False,CL,Home,0.032561,19119,2070,8242,2575,True,False,True,Core,2,1,4,12.0,True,True,0.81285375,0.7071988,0.5118918,True,1.0,0
13500.0,True,False,True,True,0,45000.0,2719.35,Alone,Service,1.0,M,False,CL,Home,0.028663,13340,1363,7078,4093,True,False,False,Laborers,2,2,3,15.0,True,True,0.28600445,0.48037487,0.58323795,True,0.0,0
18000.0,False,False,False,True,1,41479.2,2263.05,Alone,Service,2.0,M,False,CL,Home,0.04622,9912,1757,4389,2546,True,False,False,Managers,3,1,5,10.0,True,True,0.30746928,0.4092142,0.6956219,True,0.0,0
15750.0,True,True,False,False,2,31276.8,1204.2,Relative,Commercial,1.0,M,False,CL,Home,0.00702,15195,733,8011,4554,True,False,False,Laborers,4,2,3,17.0,True,True,0.57338065,0.53937477,0.47045612,True,0.0,0
9900.0,False,True,False,True,2,23702.4,1885.5,Alone,Service,1.0,M,False,CL,Home,0.028663,11771,446,3685,2827,True,True,True,Laborers,4,2,1,11.0,True,True,0.27571085,0.2689549,0.11319635,True,5.0,1
6750.0,False,False,True,True,1,15750.0,747.0,Partner,Service,2.0,M,False,CL,Family,0.018209,10166,2359,868,2858,True,False,False,Sales,3,3,4,12.0,True,True,0.09903583,0.46047685,0.2580842,True,0.0,0
27000.0,True,False,False,False,0,75519.0,3868.65,Relative,Service,1.0,M,False,CL,Home,0.003541,22406,1876,3901,4131,True,False,False,Drivers,2,1,5,9.0,True,True,0.6067853,0.8020646,0.51549536,True,0.0,0
17100.0,False,True,True,True,1,33883.2,2304.9,Alone,Commercial,2.0,S,False,CL,Rental,0.010006,16988,1214,58,505,True,False,False,Sales,2,1,4,12.0,True,True,0.63575965,0.09639459,0.3376727,True,0.0,1
13500.0,True,False,False,True,0,66830.4,2844.45,Alone,Commercial,1.0,M,False,CL,Home,0.04622,14544,5083,1703,4250,True,False,True,Laborers,2,1,6,12.0,True,True,0.7031901,0.67212963,0.47764915,True,0.0,0
18000.0,False,True,True,False,0,28440.0,2259.9,Alone,Commercial,1.0,M,False,CL,Home,0.02461,11203,3743,906,3632,True,False,False,Laborers,2,2,1,12.0,True,True,0.29836485,0.63732064,0.07347264,True,3.0,0
18000.0,False,False,False,False,1,36000.0,2857.05,Alone,Commercial,2.0,M,False,CL,Municipal,0.072508,13010,2059,7127,3172,True,False,False,Accountants,3,1,3,13.0,True,True,0.614494,0.79853487,0.2525987,True,3.0,0
10350.0,False,True,False,True,0,22752.0,1533.15,Alone,Govt Job,2.0,M,False,CL,Home,0.009334,9119,1390,1434,257,True,False,False,Core,2,2,3,11.0,True,True,0.53102493,0.61849654,0.2851799,True,4.0,0
15750.0,True,True,True,True,0,54303.75,3483.45,Alone,Commercial,1.0,S,False,CL,Home,0.025164,12533,957,653,3566,True,False,False,Laborers,1,2,4,15.0,True,True,0.13445097,0.30534965,0.34252888,True,0.0,0
9450.0,False,False,False,False,0,29628.0,1512.45,Alone,Service,2.0,S,False,CL,Shared,0.010147,17782,375,14914,1334,True,False,True,Laborers,1,2,2,20.0,True,True,0.54829013,0.5198963,0.66745776,True,1.0,0
18000.0,True,False,False,True,0,28887.3,1943.55,Alone,Service,2.0,S,False,CL,Home,0.018634,13440,3898,7364,4268,True,True,True,Managers,1,2,3,15.0,True,True,0.3971985,0.5266387,0.39794633,True,0.0,0
9900.0,True,False,True,True,3,7563.6,297.9,Alone,nan,1.0,M,False,CL,Rental,0.010966,13236,3590,351,4618,True,False,False,Core,5,2,5,8.0,True,True,0.5864811,0.46290076,0.27500036,True,6.0,0
15750.0,True,False,False,True,1,117000.0,3217.5,Alone,Govt Job,2.0,D,False,CL,Home,0.031329,13749,6579,1413,4777,True,False,False,Laborers,2,2,4,9.0,True,True,0.798471,0.72807103,0.41010258,True,1.0,0
24750.0,False,False,True,True,0,84874.5,4346.55,Alone,Service,0.0,M,False,CL,Home,0.030755,15032,309,54,66,True,False,False,Drivers,2,2,1,9.0,True,True,0.55716,0.14885572,0.6817059,True,3.0,0
9900.0,False,False,True,True,1,45000.0,2369.25,Alone,Commercial,1.0,M,False,CL,Home,0.01452,13375,2229,4816,2827,True,False,False,Laborers,3,2,5,10.0,True,True,0.48893094,0.0871951,0.5388627,True,0.0,0
15750.0,False,True,True,True,0,90000.0,2644.65,Alone,Commercial,2.0,M,False,CL,Home,0.010032,13091,370,480,3608,True,False,False,Core,2,2,1,7.0,True,True,0.687153,0.6027862,0.3944954,True,0.0,0
54000.0,False,True,True,False,0,41702.4,1836.9,Alone,Commercial,1.0,D,False,CL,Family,0.019689,15154,2006,462,4098,True,True,False,Managers,1,2,1,9.0,True,True,0.65632254,0.5950225,0.32016337,True,2.0,0
13500.0,False,False,False,True,0,54000.0,2770.2,Alone,Service,1.0,D,False,CL,Home,0.015221,13418,931,10081,586,True,False,False,High skill tech,1,2,3,7.0,True,True,0.6514974,0.47167546,0.508287,True,6.0,0
38250.0,False,True,True,False,0,63939.6,2548.8,Alone,Commercial,2.0,S,False,CL,Home,0.032561,17918,6222,6043,1437,True,True,True,HR,1,1,5,16.0,True,True,0.8559038,0.6969262,0.15951954,True,2.0,0
16650.0,False,False,False,True,0,106632.0,3829.95,Partner,Commercial,1.0,M,False,CL,Home,0.022625,21695,4464,4079,4414,True,True,True,Laborers,2,2,1,9.0,True,True,0.83007455,0.7395977,0.7726311,True,2.0,0
36000.0,True,False,False,True,0,52128.0,4046.85,Alone,Commercial,2.0,S,False,CL,Municipal,0.072508,15131,294,7309,3093,True,False,True,Accountants,1,1,4,17.0,True,True,0.53914565,0.7321044,0.53527623,True,0.0,0
22500.0,True,True,True,False,1,33750.0,1687.5,Partner,Commercial,2.0,M,False,RL,Home,0.020713,16095,1186,2743,5669,True,False,True,Accountants,3,2,4,14.0,True,True,0.80491394,0.71184087,0.47944897,True,2.0,0
18000.0,False,False,True,True,1,107820.0,3165.3,Relative,Service,1.0,D,False,CL,Home,0.009175,16955,212,9815,502,True,False,True,Sales,2,2,6,14.0,True,True,0.68088275,0.7206842,0.58499,True,2.0,0
18000.0,True,True,True,True,0,135000.0,3882.15,Alone,Service,2.0,S,False,CL,Home,0.028663,8664,756,4717,1332,True,False,True,High skill tech,1,2,1,11.0,True,True,0.28998846,0.7271653,0.5298898,True,2.0,0
36000.0,False,True,False,False,2,47376.0,4987.8,Relative,Commercial,2.0,M,False,CL,Family,0.072508,15339,1321,5112,6071,True,False,True,Managers,4,1,2,16.0,True,True,0.8706214,0.65501183,0.50287825,True,3.0,0
22500.0,False,True,True,False,0,54504.0,2553.75,Alone,Commercial,2.0,M,False,CL,Municipal,0.04622,18431,1527,10739,1974,True,False,False,Drivers,2,1,3,13.0,True,True,0.3557653,0.32980904,0.14554282,True,0.0,1
31500.0,False,False,False,False,0,63000.0,2465.1,Alone,Commercial,1.0,M,False,CL,Home,0.072508,16616,1699,612,152,True,False,False,Managers,2,1,5,18.0,True,True,0.5732076,0.72266513,0.29859498,True,0.0,0
36000.0,False,False,True,False,0,120404.25,3992.4,Alone,Service,2.0,S,False,CL,Rental,0.007114,20344,1740,3080,3069,True,False,False,Drivers,1,2,5,16.0,True,True,0.8163593,0.65870845,0.6109913,True,3.0,0
15750.0,False,False,False,True,0,45000.0,2250.0,Alone,Commercial,1.0,M,False,RL,Home,0.002506,15755,1150,6126,4142,True,True,True,Accountants,2,2,3,5.0,True,True,0.58365923,0.5472259,0.6041126,True,3.0,0
15750.0,False,True,True,True,0,91350.0,2959.65,Alone,Commercial,2.0,M,False,CL,Home,0.008575,9899,1826,3609,2550,True,False,False,Core,2,2,6,16.0,True,True,0.23329072,0.48986217,0.23791608,True,3.0,0
11250.0,True,True,True,True,1,45450.0,1744.2,Alone,nan,2.0,M,False,CL,Home,0.030755,11024,1688,1656,3650,True,True,False,Core,3,2,6,10.0,True,True,0.3860224,0.50395435,0.57620883,True,0.0,0
27000.0,False,False,False,False,1,93624.3,3107.25,Alone,Service,2.0,D,False,CL,Family,0.022625,10285,1591,4488,1814,True,False,False,Core,2,2,2,9.0,True,True,0.3701878,0.57645875,0.22888342,True,3.0,0
10350.0,False,False,True,True,0,50849.55,2459.25,Alone,Service,2.0,M,False,CL,Home,0.002042,11749,1237,2447,2458,True,True,False,Laborers,2,3,6,15.0,True,True,0.7889739,0.55490774,0.10822632,True,0.0,0
11250.0,False,True,True,True,1,44308.8,2144.7,Alone,Service,1.0,S,False,CL,Home,0.011657,14656,4353,8717,4148,True,True,True,Laborers,2,1,5,17.0,True,True,0.4994879,0.6395568,0.79226446,True,4.0,0
15750.0,False,False,False,True,2,64692.0,2519.55,Alone,Service,1.0,M,False,CL,Home,0.004849,13892,1857,307,4934,True,False,False,Laborers,4,2,4,15.0,True,True,0.644408,0.75368834,0.46686402,True,1.0,0
11700.0,False,False,False,False,0,36000.0,1764.0,Alone,Service,1.0,M,False,CL,Home,0.009549,11454,1175,5237,3878,True,False,False,Core,2,2,2,12.0,True,True,0.7169082,0.6461138,0.79813725,True,1.0,0
15750.0,True,True,True,True,2,35204.4,1277.55,Alone,Service,1.0,M,False,CL,Home,0.010006,16346,8994,8989,4532,True,False,False,Laborers,4,1,0,9.0,True,True,0.51487976,0.67822975,0.7394118,True,0.0,0
11250.0,False,True,True,True,0,11250.0,1193.4,Alone,Service,1.0,M,False,CL,Home,0.006671,17034,1919,1740,567,True,True,True,Private service,2,2,2,11.0,True,True,0.7975748,0.6641587,0.5495965,True,2.0,0
15300.0,True,False,True,True,0,22500.0,1233.45,Alone,Service,1.0,S,False,CL,Home,0.026392,9334,401,6439,1994,True,False,False,Accountants,1,2,1,10.0,True,True,0.21812354,0.5181931,0.5954562,True,1.0,0
18900.0,False,False,False,False,0,112050.0,3289.05,Alone,Service,2.0,M,False,CL,Home,0.026392,9146,221,3497,1795,True,False,False,Sales,2,2,5,20.0,True,True,0.32414237,0.5232686,0.14375806,True,4.0,0
38250.0,False,True,False,True,1,157950.0,4166.55,Alone,Service,1.0,M,False,CL,Home,0.04622,13399,1654,4731,1793,True,False,False,Core,3,1,4,18.0,True,True,0.5831286,0.7501559,0.7062051,True,2.0,0
49500.0,True,False,False,True,0,146069.1,6041.25,Alone,Commercial,2.0,M,False,CL,Home,0.008625,19238,474,10317,2782,True,False,False,Accountants,2,2,1,15.0,True,True,0.82851535,0.6256527,0.4650692,True,0.0,0
15750.0,False,False,True,True,0,116672.4,3776.85,Alone,Govt Job,1.0,M,False,CL,Home,0.002506,13246,2226,7376,1060,True,False,False,Cooking,2,2,1,5.0,True,True,0.37283376,0.5311556,0.37571102,True,5.0,0
15750.0,False,True,True,True,2,28440.0,1913.4,Alone,Service,1.0,M,False,CL,Home,0.009549,10834,3109,8103,3487,True,False,False,Core,4,2,6,12.0,True,True,0.6251375,0.40713817,0.14199154,True,1.0,1
18000.0,False,False,False,True,1,164964.6,4536.45,Alone,Commercial,1.0,M,False,CL,Home,0.018801,16731,301,525,238,True,False,False,Laborers,3,2,3,10.0,True,True,0.4876234,0.33714333,0.391055,True,4.0,0
13500.0,False,False,True,False,0,90000.0,3813.3,Alone,Service,1.0,M,False,CL,Home,0.003122,18124,9743,7483,1647,True,True,False,Drivers,2,3,6,13.0,True,True,0.6446166,0.69158834,0.58674,True,2.0,0
8100.0,False,False,False,False,0,24750.0,1237.5,Alone,Service,2.0,S,False,RL,Home,0.009657,17829,9171,1258,1380,True,False,False,Core,1,2,3,12.0,True,True,0.75479525,0.64273155,0.8463781,True,1.0,0
21600.0,False,False,True,True,0,55777.05,2860.65,Alone,Service,2.0,S,False,CL,Home,0.009657,16798,6768,2727,346,True,False,False,Managers,1,2,6,12.0,True,True,0.34291136,0.70542514,0.4650692,True,2.0,0
20250.0,True,False,True,True,0,8550.0,920.7,Alone,Service,1.0,M,False,CL,Home,0.010006,10564,897,10268,1114,True,True,True,Core,2,1,5,11.0,True,True,0.40201902,0.20911947,0.62630427,True,0.0,0
6300.0,False,False,True,True,0,32858.1,1795.5,Alone,Service,1.0,M,False,CL,Home,0.020246,15886,1426,5819,4197,True,False,True,Laborers,2,3,5,9.0,True,True,0.30841306,0.5424049,0.46865967,True,5.0,0
15750.0,True,False,True,True,3,79786.8,2586.6,Alone,Service,1.0,M,False,CL,Home,0.006207,12075,192,11822,4228,True,False,False,Laborers,5,2,2,16.0,True,True,0.4037755,0.2914297,0.3842068,True,2.0,0
18900.0,True,False,False,False,0,116845.2,3226.05,Alone,Service,1.0,D,False,CL,Home,0.032561,15763,1218,4497,3851,True,False,False,Cooking,1,1,3,18.0,True,True,0.4930554,0.70660526,0.59197664,True,0.0,0
11250.0,True,True,True,True,3,30146.4,2206.8,Alone,Commercial,2.0,M,False,CL,Home,0.020246,13413,716,3022,5103,True,False,False,Private service,5,3,3,9.0,True,True,0.5244114,0.38229677,0.36061257,True,3.0,0
18900.0,True,False,True,False,1,45000.0,1629.45,Alone,Service,2.0,M,False,CL,Municipal,0.022625,17511,5209,6390,1057,True,False,True,Core,3,2,2,17.0,True,True,0.8605529,0.55284905,0.37233368,True,5.0,0
18000.0,False,True,True,False,1,107820.0,3165.3,Alone,Service,2.0,M,False,CL,Home,0.007305,13534,2030,2131,4660,True,True,False,Laborers,3,3,4,14.0,True,True,0.3601045,0.44369757,0.36227724,True,0.0,0
27000.0,False,False,True,True,0,67500.0,3375.0,Relative,Commercial,2.0,S,False,RL,Home,0.007305,12260,843,6183,4283,True,False,False,High skill tech,1,3,3,14.0,True,True,0.5033176,0.57351965,0.4258929,True,0.0,0
112500.0,True,False,True,False,0,73291.5,7906.5,Alone,Service,1.0,M,False,CL,Home,0.032561,19869,1959,523,2085,True,False,True,Managers,2,1,1,16.0,True,True,0.57715166,0.68601984,0.3077367,True,4.0,0
8100.0,False,False,True,True,0,35553.6,1723.5,Relative,Service,1.0,M,False,CL,Home,0.008474,14224,268,6693,3839,True,False,False,Core,2,2,4,12.0,True,True,0.37888664,0.60810393,0.6801388,True,2.0,1
27000.0,False,False,True,False,0,131926.95,3870.45,Alone,Service,2.0,M,False,CL,Home,0.015221,16429,348,3129,4665,True,True,True,Core,2,2,4,12.0,True,True,0.8025238,0.58540225,0.48485148,True,2.0,0
11250.0,False,False,True,False,0,22500.0,1148.85,Alone,Service,2.0,M,False,CL,Home,0.008474,8092,1305,4130,757,True,True,True,Laborers,2,2,2,11.0,True,True,0.1576429,0.44036984,0.14199154,True,0.0,0
9000.0,False,True,False,True,1,18000.0,900.0,Alone,Service,2.0,M,False,RL,Home,0.022625,11712,947,347,4358,True,False,False,Accountants,3,2,2,13.0,True,True,0.7874378,0.53352916,0.5620605,True,0.0,0
9000.0,True,False,True,False,0,28269.0,1721.25,Alone,Service,1.0,M,False,CL,Home,0.00823,13014,948,2287,3388,True,False,True,Laborers,2,2,3,16.0,True,True,0.28369236,0.58466965,0.41184855,True,6.0,0
9000.0,True,False,False,True,2,40878.0,3242.7,Alone,Service,1.0,M,False,CL,Home,0.003069,12894,1832,1352,3234,True,False,False,Drivers,4,3,6,13.0,True,True,0.304818,0.10027778,0.74079907,True,0.0,0
20250.0,True,True,False,True,0,39701.7,2039.85,Alone,Service,2.0,M,False,CL,Home,0.018634,15450,5352,8090,4372,True,False,False,High skill tech,2,2,1,13.0,True,True,0.54942614,0.33895877,0.4365065,True,1.0,0
18000.0,False,True,True,True,1,26368.65,2781.9,Alone,nan,1.0,D,False,CL,Family,0.020713,11443,1986,1573,1382,True,False,False,Security,2,2,0,11.0,True,True,0.14958005,0.0988993,0.33125088,True,5.0,1
31500.0,False,False,False,True,0,25650.0,2039.4,Relative,Service,1.0,M,False,CL,Home,0.018209,14468,3639,5572,4641,True,False,True,Laborers,2,3,4,14.0,True,True,0.31779644,0.10710637,0.24186149,True,2.0,0
11250.0,False,False,True,False,0,104256.0,3458.7,Alone,Service,1.0,M,False,CL,Home,0.00733,16849,2530,9548,395,True,False,False,High skill tech,2,2,5,11.0,True,True,0.4934973,0.5571048,0.47225335,True,0.0,0
9000.0,True,False,False,True,1,24451.2,2580.3,Alone,Service,2.0,M,False,CL,Home,0.020713,11666,1284,5697,4305,True,False,False,Sales,3,2,4,9.0,True,True,0.75472,0.3462379,0.5954562,True,5.0,0
27000.0,False,True,True,True,1,107820.0,3491.1,Alone,Service,1.0,M,False,CL,Family,0.006305,13028,560,2115,4102,True,False,False,Managers,3,3,5,5.0,True,True,0.52879214,0.6039689,0.3457848,True,2.0,0
27000.0,True,False,True,True,0,117000.0,3787.2,Alone,Commercial,2.0,M,False,CL,Home,0.015221,14131,1226,1403,2484,True,False,False,Managers,2,2,4,10.0,True,True,0.54508966,0.65873796,0.5585066,True,3.0,0
36000.0,False,False,False,True,0,50049.0,5255.55,Alone,Service,2.0,M,False,CL,Home,0.010643,10492,1518,10482,3184,True,False,False,Sales,2,2,1,17.0,True,True,0.43546945,0.7551226,0.4902575,True,4.0,0
20250.0,False,False,True,True,2,14391.0,1436.4,Alone,Commercial,2.0,S,False,CL,Home,0.020246,14206,2267,182,4884,True,False,True,High skill tech,3,3,6,11.0,True,True,0.499731,0.49514744,0.3944954,True,3.0,0
38250.0,True,False,True,True,0,83538.0,4032.0,Partner,Service,2.0,M,False,CL,Office,0.072508,16047,642,1018,4505,True,False,False,Sales,2,1,1,13.0,True,True,0.553482,0.71409184,0.60927564,True,0.0,0
13050.0,False,False,False,True,1,64350.0,2493.45,Relative,Service,2.0,M,False,CL,Home,0.022625,10498,1724,4519,3141,True,True,True,High skill tech,3,2,0,13.0,True,True,0.46966535,0.36423093,0.42061096,True,2.0,0
10800.0,True,False,False,True,0,32702.4,2102.85,Relative,Commercial,1.0,M,False,CL,Home,0.011703,16070,2431,706,5137,True,False,False,Managers,2,2,4,12.0,True,True,0.26652336,0.7490724,0.40487838,True,3.0,0
16650.0,False,True,True,False,1,28440.0,2246.85,Alone,Service,2.0,M,False,CL,Home,0.02461,12608,1260,1084,3758,True,False,False,Security,3,2,4,9.0,True,True,0.49513462,0.7718788,0.14554282,True,1.0,1
14850.0,False,False,False,True,0,45000.0,2250.0,Alone,Service,1.0,M,False,RL,Home,0.030755,18825,1598,6057,2380,True,False,False,High skill tech,2,2,4,9.0,True,True,0.7968388,0.3662741,0.5549468,True,2.0,0
31500.0,False,False,False,True,2,84874.5,4617.45,Alone,Service,2.0,M,False,CL,Home,0.001276,11840,2171,2591,4404,True,False,False,Core,4,2,4,6.0,True,True,0.5872976,0.54731256,0.52449644,True,1.0,0
10350.0,False,False,False,True,0,45000.0,2454.3,Alone,Service,1.0,M,False,CL,Home,0.010276,21238,413,10745,4668,True,True,True,High skill tech,2,2,2,14.0,True,True,0.61549866,0.6804733,0.52809274,True,1.0,0
9000.0,False,False,False,True,2,50849.55,2167.2,Alone,Govt Job,1.0,M,False,CL,Home,0.025164,13785,801,284,4049,True,False,False,Core,4,2,6,11.0,True,True,0.24257961,0.17381874,0.5064842,True,7.0,0
11250.0,False,True,True,False,0,54504.0,2835.0,Alone,Service,2.0,M,False,CL,Home,0.018634,9891,499,4170,1260,True,True,False,Laborers,2,2,2,18.0,True,True,0.47177294,0.44327122,0.6577838,True,1.0,0
18000.0,False,False,True,True,1,49500.0,2527.2,Alone,Govt Job,1.0,M,False,CL,Home,0.015221,14175,2772,854,2086,True,False,False,Core,3,2,3,12.0,True,True,0.5690332,0.6256629,0.23143935,True,1.0,0
15750.0,False,True,False,False,0,14850.0,1459.35,Alone,Commercial,2.0,S,False,CL,Home,0.015221,10255,684,65,2927,True,False,False,Core,1,2,3,13.0,True,True,0.23944916,0.63537747,0.7463002,True,3.0,0
18000.0,True,False,False,True,0,90000.0,2974.5,Relative,Service,1.0,M,False,CL,Home,0.028663,20452,2357,8306,3434,True,False,False,Laborers,2,2,2,8.0,True,True,0.55264294,0.39439347,0.6195277,True,0.0,0
13500.0,False,False,True,False,0,45450.0,1815.3,Alone,Service,1.0,W,False,CL,Home,0.018029,22117,4601,12620,4181,True,False,True,Sales,1,3,4,12.0,True,True,0.7232651,0.4339402,0.367291,True,1.0,0
18000.0,True,False,True,False,1,32319.45,2551.05,Alone,Commercial,1.0,M,False,CL,Municipal,0.072508,18774,1259,6424,2306,True,False,False,Managers,3,1,1,14.0,True,True,0.9079067,0.74211663,0.62461466,True,3.0,0
15750.0,False,True,True,True,2,29977.2,1686.6,Alone,Service,1.0,M,False,CL,Home,0.008019,11295,1087,3203,3580,True,False,False,Core,4,2,6,14.0,True,True,0.4978681,0.37053797,0.4758499,True,0.0,0
13950.0,False,False,True,True,1,77029.2,3067.65,Alone,Commercial,1.0,M,False,CL,Family,0.010032,13620,537,7062,3887,True,False,False,Sales,3,2,4,4.0,True,True,0.6480838,0.68679184,0.7958031,True,3.0,0
22500.0,True,False,False,True,2,108050.4,3498.75,Alone,Commercial,1.0,M,False,CL,Municipal,0.011657,11812,1293,3302,3301,True,False,True,Laborers,4,1,0,11.0,True,True,0.44318143,0.71445775,0.4632753,True,1.0,0
22500.0,False,True,False,True,2,75519.0,3212.55,Alone,Commercial,1.0,M,False,CL,Home,0.018029,15770,194,5844,4725,True,False,False,Core,4,3,4,13.0,True,True,0.7285658,0.6093279,0.49566582,True,0.0,0
11250.0,True,True,False,True,0,18000.0,900.0,Alone,Commercial,1.0,S,False,RL,Home,0.02461,8698,811,8698,1358,True,False,False,Sales,1,2,2,12.0,True,True,0.12167317,0.5553884,0.18738876,True,0.0,0
18000.0,False,True,False,True,1,27000.0,1350.0,Alone,Govt Job,2.0,M,False,RL,Home,0.035792,18001,5542,5937,1527,True,False,False,High skill tech,3,2,3,19.0,True,True,0.36316547,0.64491785,0.42765737,True,2.0,0
13500.0,True,False,False,True,2,67500.0,3260.25,Alone,Service,2.0,M,False,CL,Home,0.026392,12740,3742,2054,2516,True,False,False,High skill tech,4,2,5,14.0,True,True,0.41711545,0.7301614,0.44361532,True,4.0,0
13500.0,False,True,True,True,0,67500.0,2190.6,Alone,nan,1.0,D,False,CL,Home,0.015221,19617,4020,9079,3171,True,False,False,Low-skill Laborers,1,2,3,10.0,True,True,0.68950635,0.6993088,0.60927564,True,2.0,0
27900.0,False,False,False,True,0,45000.0,4464.0,Alone,Commercial,2.0,M,False,CL,Municipal,0.072508,17891,1354,6188,943,True,False,False,Core,2,1,2,14.0,True,True,0.85236436,0.7444158,0.5298898,True,2.0,0
23400.0,True,True,False,False,0,90000.0,2974.5,Alone,Commercial,2.0,M,False,CL,Home,0.028663,12228,664,988,4549,True,True,False,High skill tech,2,2,1,19.0,True,True,0.6057049,0.5130484,0.4974689,True,0.0,0
18000.0,False,False,False,True,0,59590.35,3055.5,Alone,Service,1.0,D,False,CL,Home,0.018634,14806,572,7160,5565,True,False,False,Laborers,1,2,2,10.0,True,True,0.57071894,0.511005,0.6956219,True,0.0,1
15750.0,False,True,False,True,1,128835.0,3780.0,Alone,Service,1.0,M,False,CL,Home,0.004849,12477,224,6306,4649,True,False,True,Core,3,2,4,11.0,True,True,0.58280194,0.42160267,0.13595104,True,1.0,0
18000.0,False,False,False,True,0,68400.0,2012.85,Alone,Service,1.0,M,False,CL,Home,0.022625,14902,192,6953,4032,True,False,False,Drivers,2,2,5,19.0,True,True,0.29686627,0.5712074,0.6848277,True,3.0,0
15750.0,True,True,True,True,2,75519.0,3868.65,Partner,Govt Job,1.0,M,False,CL,Home,0.020246,12913,5552,343,4754,True,False,False,Laborers,4,3,4,7.0,True,True,0.1503237,0.45861942,0.5424451,True,0.0,1
27000.0,False,True,True,True,0,83538.0,3883.95,Relative,Service,1.0,M,False,CL,Home,0.04622,14142,179,7558,2762,True,False,False,Cooking,2,1,3,11.0,True,True,0.25714126,0.7078775,0.44896227,True,0.0,0
7200.0,False,True,True,True,0,58476.6,2477.25,Alone,Service,1.0,M,False,CL,Home,0.008019,21612,12286,5701,4557,True,False,False,Laborers,2,2,6,10.0,True,True,0.71688664,0.5529031,0.56737924,True,0.0,0
9900.0,True,False,False,True,1,22500.0,1125.0,Partner,Service,1.0,M,False,RL,Family,0.018801,10775,1586,10765,3437,True,True,False,Laborers,3,2,4,13.0,True,True,0.5230245,0.5669442,0.83478415,True,0.0,0
15300.0,False,False,True,True,2,46350.0,3372.75,Relative,Commercial,2.0,M,False,CL,Home,0.04622,13283,1324,1606,5358,True,False,False,Accountants,4,1,5,10.0,True,True,0.41817322,0.75795406,0.41359675,True,1.0,0
15750.0,True,False,True,True,0,45000.0,3568.5,Alone,Commercial,1.0,M,False,CL,Home,0.010643,13025,804,7142,2466,True,False,False,Accountants,2,2,4,19.0,True,True,0.7985464,0.7008149,0.3392877,True,4.0,0
45000.0,True,False,False,True,2,90000.0,4500.0,Relative,Service,2.0,M,False,RL,Home,0.025164,14515,6377,1593,4796,True,True,False,Managers,4,2,2,16.0,True,True,0.5602526,0.5116552,0.12610056,True,0.0,0
7650.0,False,False,False,False,0,45000.0,1302.75,Alone,Service,1.0,D,False,CL,Home,0.018209,15584,4229,7981,4562,True,False,False,Laborers,1,3,6,8.0,True,True,0.39668432,0.15798181,0.18411615,True,2.0,0
54000.0,True,True,True,False,1,167121.0,4421.7,Alone,Commercial,1.0,M,False,CL,Home,0.04622,11118,4512,9978,591,True,False,False,High skill tech,3,1,2,13.0,True,True,0.058963582,0.7130012,0.2301589,True,0.0,0
22500.0,True,False,True,True,1,25739.1,2214.9,Alone,Commercial,2.0,M,False,CL,Home,0.025164,13780,3406,2728,4364,True,False,False,Managers,3,2,1,8.0,True,True,0.319889,0.65868384,0.5884878,True,3.0,0
31500.0,False,False,False,True,1,154602.0,4533.3,Alone,nan,1.0,M,False,CL,Home,0.032561,12861,3521,51,4549,True,False,False,Laborers,3,1,5,15.0,True,True,0.30873933,0.66721976,0.4920601,True,1.0,0
11250.0,False,True,True,True,1,25470.0,2687.4,Alone,Service,1.0,W,False,CL,Home,0.018029,17646,667,10822,1192,True,False,True,Laborers,2,3,3,4.0,True,True,0.66504735,0.64846027,0.8128226,True,1.0,0
11250.0,False,False,False,False,0,26955.0,1411.2,Alone,Commercial,1.0,S,False,CL,Home,0.019689,8833,256,3592,1500,True,False,True,Core,1,2,3,15.0,True,True,0.22815423,0.63804317,0.2127563,True,2.0,0
22500.0,False,False,False,True,0,34337.7,1984.05,Relative,Service,1.0,M,False,CL,Home,0.025164,13938,6753,5313,4827,True,False,False,Drivers,2,2,1,14.0,True,True,0.5525228,0.2287367,0.391055,True,3.0,0
14850.0,True,False,True,True,1,76552.2,2979.45,Relative,Service,1.0,M,False,CL,Home,0.00733,12956,1420,4189,4776,True,False,False,Laborers,3,2,5,13.0,True,True,0.43513265,0.76076716,0.4311918,True,4.0,0
13500.0,True,False,False,True,0,54734.4,3154.95,Relative,Govt Job,1.0,M,False,CL,Home,0.010147,14742,526,8653,5073,True,False,True,Laborers,2,2,3,11.0,True,True,0.45064294,0.7263836,0.70769936,True,0.0,0
13500.0,True,False,True,True,0,99556.2,5571.9,Partner,Govt Job,2.0,M,False,CL,Home,0.04622,20675,10223,11923,3993,True,False,True,Core,2,1,6,10.0,True,True,0.91270876,0.6593227,0.6817059,True,1.0,0
13500.0,False,False,False,True,1,27000.0,1350.0,Alone,Commercial,2.0,M,False,RL,Home,0.022625,9759,1977,4598,1589,True,False,True,Laborers,3,2,3,15.0,True,True,0.61479133,0.57968026,0.52449644,True,0.0,0
15750.0,True,False,False,True,0,10314.0,493.65,Relative,Commercial,1.0,M,False,CL,Home,0.006008,10734,3105,1605,3344,True,False,False,Laborers,2,2,0,11.0,True,True,0.29719847,0.6851006,0.62461466,True,4.0,0
11250.0,False,True,False,True,0,24750.0,1594.8,Alone,Service,2.0,M,False,CL,Home,0.028663,12279,906,1762,3848,True,False,True,Accountants,2,2,2,8.0,True,True,0.6106781,0.59608644,0.60927564,True,4.0,0
22500.0,True,False,True,False,0,47376.0,4488.3,Alone,Commercial,1.0,S,False,CL,Home,0.04622,12957,2641,1511,3770,True,False,False,Drivers,1,1,6,13.0,True,True,0.31125027,0.7158476,0.75440615,True,3.0,0
22500.0,False,False,True,True,1,38678.4,2379.15,Alone,Commercial,1.0,M,False,CL,Home,0.020713,11691,1759,6190,3697,True,False,True,Sales,3,3,4,6.0,True,True,0.4786088,0.38185278,0.5118918,True,0.0,0
27000.0,False,False,False,True,1,106159.95,3117.15,Alone,Commercial,2.0,D,False,CL,Home,0.018634,13785,630,2669,4836,True,False,False,Core,2,2,5,13.0,True,True,0.39812165,0.28589788,0.34741822,True,1.0,0
27000.0,False,True,False,True,0,47250.0,5101.65,Alone,Commercial,2.0,M,False,CL,Home,0.072508,11564,1985,2224,4220,True,False,False,Core,2,1,1,15.0,True,True,0.5007122,0.7223012,0.24585122,True,0.0,0
36000.0,True,True,False,True,0,80865.0,3146.4,Alone,Service,2.0,D,False,CL,Home,0.035792,14930,739,502,46,True,False,False,Managers,1,2,1,11.0,True,True,0.33971184,0.6275253,0.63303167,True,2.0,0
15750.0,False,False,False,False,1,38984.4,1686.6,Alone,Commercial,1.0,M,False,CL,Home,0.072508,11112,3008,1594,2006,True,True,False,Sales,3,1,2,14.0,True,True,0.6282581,0.6318544,0.4974689,True,3.0,0
15300.0,False,True,True,True,0,50849.55,2459.25,Alone,Govt Job,1.0,D,False,CL,Municipal,0.025164,12505,3018,3401,4319,True,False,False,Security,1,2,4,10.0,True,True,0.38568094,0.13125108,0.59892625,True,0.0,0
11250.0,False,True,False,False,0,75519.0,3007.8,Relative,Commercial,1.0,D,False,CL,Home,0.01885,19340,3819,9221,2869,True,False,False,Sales,1,2,5,14.0,True,True,0.79807955,0.6986325,0.6430256,True,1.0,1
29250.0,True,True,True,False,0,81943.2,2408.85,Alone,Commercial,2.0,M,False,CL,Rental,0.018634,15072,124,3571,4792,True,False,False,Managers,2,2,3,11.0,True,True,0.39022714,0.48314837,0.14734592,True,0.0,0
29250.0,True,False,True,False,0,77400.0,2141.55,Alone,Service,1.0,S,False,CL,Home,0.026392,11760,1554,5412,4241,True,False,False,Managers,1,2,1,15.0,True,True,0.2584266,0.03507764,0.25123945,True,0.0,0
11250.0,False,False,True,False,2,30755.7,2001.6,Alone,Commercial,1.0,M,False,CL,Home,0.018029,14838,2604,6328,1960,True,False,True,Sales,4,2,4,9.0,True,True,0.3323184,0.5975282,0.59892625,True,4.0,0
15300.0,False,True,True,True,0,50849.55,2459.25,Alone,Govt Job,1.0,D,False,CL,Municipal,0.025164,12505,3018,3401,4319,True,False,False,Security,1,2,4,10.0,True,True,0.38568094,0.13125108,0.59892625,True,0.0,0
14400.0,True,False,True,True,1,81404.1,2393.1,Alone,Service,1.0,M,False,CL,Home,0.009549,13222,3380,1679,4011,True,False,False,Core,3,2,2,10.0,True,True,0.43564984,0.53878254,0.52629495,True,0.0,0
13500.0,False,True,True,True,0,45000.0,2250.0,Relative,Service,2.0,S,False,RL,Family,0.030755,14903,519,6697,4079,True,True,True,Secretaries,1,2,0,14.0,True,True,0.66646355,0.70312977,0.4365065,True,0.0,0
9000.0,False,True,False,True,0,15638.4,1655.1,Alone,Commercial,2.0,M,False,CL,Home,0.030755,12229,697,300,2995,True,False,False,Laborers,2,2,3,12.0,True,True,0.48474392,0.5056052,0.75037515,True,1.0,0
20250.0,False,False,True,True,1,52128.0,2742.3,Alone,Service,1.0,M,False,CL,Municipal,0.006671,15076,906,522,535,True,False,True,Waiters/barmen,3,2,0,16.0,True,True,0.4139039,0.6107741,0.2881296,True,2.0,0
78750.0,False,False,True,True,0,112517.1,4462.2,Alone,Commercial,2.0,M,False,CL,Home,0.032561,20608,2284,472,4141,True,False,True,High skill tech,2,1,6,10.0,True,True,0.8219724,0.6928742,0.44896227,True,3.0,0
21600.0,False,True,True,True,0,126000.0,3478.05,Alone,Service,1.0,M,False,CL,Home,0.026392,18839,3961,7596,2360,True,False,True,Cooking,2,2,6,15.0,True,True,0.6355754,0.7555631,0.63970757,True,1.0,0
18000.0,False,False,True,True,1,157500.0,4331.25,Alone,Service,2.0,M,False,CL,Home,0.030755,13290,2589,749,3655,True,True,True,Laborers,3,2,5,12.0,True,True,0.4879127,0.7369229,0.5549468,True,6.0,0
11250.0,True,True,True,False,1,59590.35,3245.4,Others,Commercial,2.0,D,False,CL,Home,0.014464,8084,152,314,234,True,False,False,Accountants,2,2,1,5.0,True,True,0.23064502,0.4454201,0.32806316,True,0.0,0
24750.0,False,False,False,False,0,52449.3,5122.35,Alone,Service,1.0,M,False,CL,Home,0.022625,20077,3301,5356,3623,True,False,False,Laborers,2,2,6,10.0,True,True,0.7896619,0.6391736,0.6075573,True,1.0,1
20250.0,True,False,False,True,0,65449.8,3354.75,Alone,Govt Job,2.0,M,False,CL,Home,0.04622,10060,3128,680,2696,True,False,False,Laborers,2,1,3,12.0,True,True,0.57559764,0.55986017,0.6430256,True,1.0,0
22500.0,True,True,True,True,0,88884.0,3205.35,Alone,Commercial,1.0,M,False,CL,Municipal,0.072508,16719,687,8892,240,True,False,False,Drivers,2,1,5,17.0,True,True,0.6347417,0.77561504,0.74079907,True,2.0,0
16200.0,False,False,False,False,1,45000.0,2164.95,Relative,Govt Job,2.0,M,False,CL,Home,0.014464,10446,1075,5162,1509,True,True,False,Secretaries,3,2,5,15.0,True,True,0.28227904,0.54614204,0.3376727,True,7.0,0
22500.0,False,True,True,True,0,49752.0,2575.8,Alone,Commercial,2.0,M,False,CL,Home,0.014464,14399,1716,8501,4324,True,False,True,Core,2,2,6,5.0,True,True,0.5142306,0.07608357,0.66102356,True,0.0,0
11250.0,True,True,True,True,0,77630.4,2060.55,Alone,Service,1.0,M,False,CL,Home,0.016612,17694,7198,9796,1224,True,False,False,Laborers,2,2,1,16.0,True,True,0.34143302,0.6843784,0.7295667,True,0.0,0
45000.0,True,False,True,False,0,135000.0,3960.45,Alone,Commercial,2.0,M,False,CL,Home,0.035792,16660,4794,769,207,True,True,True,Core,2,2,2,17.0,True,True,0.83003086,0.6772459,0.45074728,True,3.0,0
6750.0,False,False,True,True,0,28887.3,1671.3,Partner,Service,1.0,M,False,CL,Municipal,0.007305,16963,1746,11016,356,True,False,False,Laborers,2,3,3,12.0,True,True,0.61119914,0.65766543,0.7091891,True,1.0,0
31500.0,True,True,False,True,0,60468.3,2921.85,Alone,Service,2.0,M,False,CL,Home,0.025164,15510,3335,575,3221,True,False,False,Managers,2,2,6,15.0,True,True,0.50972724,0.48338318,0.47225335,True,0.0,0
11250.0,False,False,False,False,0,60918.3,1794.15,Alone,Govt Job,1.0,M,False,CL,Municipal,0.01885,14413,5077,8559,1240,True,True,True,Medicine,2,2,3,9.0,True,True,0.58077806,0.6507797,0.30927536,True,5.0,0
11700.0,False,True,True,True,3,94881.6,2787.3,Alone,Service,1.0,M,False,CL,Home,0.025164,12793,798,6624,3976,True,False,False,Sales,5,2,5,15.0,True,True,0.63202816,0.6088489,0.45610973,True,6.0,0
18000.0,True,False,False,True,0,33750.0,1096.65,Relative,Service,1.0,M,False,CL,Home,0.025164,14158,5814,276,3360,True,True,False,Sales,2,2,4,13.0,True,True,0.5589216,0.64593875,0.8150074,True,0.0,0
22500.0,True,False,True,True,1,100959.75,7245.45,Alone,Service,2.0,M,False,CL,Home,0.010556,13643,3042,7216,4260,True,False,False,Core,3,3,2,17.0,True,True,0.32638302,0.35639867,0.3556387,True,2.0,0
18000.0,True,True,False,True,1,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.020713,15906,5088,410,4675,True,False,False,Laborers,3,3,0,9.0,True,True,0.435602,0.46657255,0.6528965,True,2.0,0
27000.0,True,True,True,True,0,45000.0,2110.95,Alone,Service,1.0,M,False,CL,Home,0.028663,15128,1329,406,217,True,False,False,Laborers,2,2,5,15.0,True,True,0.32146418,0.3817547,0.47045612,True,1.0,0
15750.0,False,False,False,True,1,46915.2,2557.8,Alone,Service,1.0,M,False,CL,Shared,0.009549,15325,4261,7948,4447,True,False,False,Managers,3,2,4,17.0,True,True,0.6843586,0.5807508,0.7490217,True,3.0,0
33750.0,True,True,False,False,2,84874.5,4333.5,Alone,Govt Job,2.0,M,False,CL,Home,0.018801,15295,1990,1121,4634,True,True,False,Managers,4,2,1,10.0,True,True,0.334564,0.559262,0.5298898,True,2.0,0
23850.0,False,False,False,False,0,45000.0,4774.95,Alone,Service,1.0,M,False,CL,Home,0.04622,14449,2409,8360,4375,True,True,True,Sales,2,1,6,11.0,True,True,0.76652986,0.7577012,0.70018387,True,4.0,0
25200.0,True,False,False,True,1,50400.0,2437.65,Alone,Service,1.0,M,False,CL,Home,0.009549,13012,1028,5379,5305,True,True,True,Laborers,3,2,2,14.0,True,True,0.14025792,0.12699486,0.57620883,True,2.0,0
22500.0,True,True,False,False,0,19554.3,1262.7,Partner,Service,1.0,M,False,CL,Home,0.019101,17042,4610,7008,593,True,False,False,Managers,2,2,4,17.0,True,True,0.7985933,0.72593576,0.70470643,True,0.0,0
13500.0,False,False,False,True,1,18000.0,900.0,Relative,Commercial,1.0,M,False,RL,Home,0.00963,13894,5762,8018,2915,True,False,True,Accountants,3,2,6,11.0,True,True,0.51333624,0.33974317,0.38591468,True,0.0,0
13500.0,False,False,False,True,0,60147.0,3083.85,Alone,Service,1.0,S,False,CL,Home,0.020246,13750,1427,1540,1558,True,False,False,Security,1,3,2,5.0,True,True,0.21759334,0.30763647,0.2580842,True,4.0,0
20250.0,True,False,True,False,0,40500.0,2025.0,Alone,Service,2.0,M,False,RL,Home,0.035792,20757,2566,7038,4228,True,False,True,Managers,2,2,5,10.0,True,True,0.7078255,0.68880624,0.8050197,True,2.0,0
27000.0,True,False,False,True,2,157500.0,6427.8,Relative,Commercial,1.0,M,False,CL,Home,0.028663,12093,2153,2669,4230,True,False,False,Laborers,4,2,4,10.0,True,True,0.30139732,0.6810769,0.62799084,True,1.0,0
15750.0,True,True,True,False,0,18450.0,1350.0,Alone,Service,0.0,S,False,CL,Family,0.018029,14587,1314,1015,1015,True,False,False,Drivers,1,3,3,12.0,True,True,0.5221313,0.45273992,0.49566582,True,5.0,0
24750.0,True,True,False,False,1,62932.5,2475.45,Alone,Commercial,1.0,S,False,CL,Home,0.032561,14345,1476,6793,4457,True,True,False,Secretaries,2,1,3,17.0,True,True,0.6496245,0.80376023,0.7801436,True,0.0,0
18000.0,False,True,False,False,1,78539.85,2923.65,Alone,Commercial,1.0,M,False,CL,Home,0.025164,14377,3786,2420,4732,True,False,True,Sales,3,2,4,12.0,True,True,0.6604617,0.5618207,0.7688076,True,0.0,0
20700.0,False,False,False,False,0,101920.5,3213.0,Alone,Commercial,2.0,S,False,CL,Municipal,0.072508,9882,1102,3886,1730,True,False,True,Drivers,1,1,3,18.0,True,True,0.106486194,0.561643,0.4294237,True,0.0,0
22500.0,False,False,False,False,0,82800.0,3754.35,Alone,Commercial,1.0,S,False,CL,Home,0.005144,9106,119,2318,1203,True,False,False,Sales,1,2,2,12.0,True,True,0.16224134,0.50306875,0.51549536,True,1.0,0
15750.0,False,False,False,True,0,41323.5,3277.8,Alone,Commercial,1.0,S,False,CL,Home,0.007274,9106,770,3756,1782,True,False,True,Laborers,1,2,5,15.0,True,True,0.16674457,0.42008898,0.69409263,True,3.0,0
13500.0,True,False,True,False,1,80865.0,2133.0,Alone,Service,1.0,D,False,CL,Home,0.009549,14817,5605,3377,2382,True,False,False,Drivers,2,2,2,18.0,True,True,0.48064953,0.44492856,0.6642483,True,2.0,0
18900.0,False,False,True,False,0,85297.5,3160.8,Relative,Commercial,1.0,M,False,CL,Home,0.011703,10861,341,4871,3422,True,False,True,Laborers,2,2,3,15.0,True,True,0.19260599,0.61914647,0.5602843,True,0.0,0
18000.0,True,False,True,False,0,157500.0,4344.3,Alone,nan,1.0,S,False,CL,Family,0.018209,10199,888,5032,2702,True,False,False,Core,1,3,4,16.0,True,True,0.22813399,0.55059916,0.5971924,True,0.0,0
11250.0,True,False,False,True,0,58500.0,2925.0,Alone,Service,1.0,M,False,RL,Home,0.019689,16401,4057,5914,4610,True,False,False,Sales,2,2,1,10.0,True,True,0.717901,0.56957304,0.6006575,True,0.0,0
22500.0,False,False,False,True,1,90000.0,3201.75,Alone,Commercial,1.0,M,False,CL,Home,0.00712,16988,859,3805,524,True,False,False,Security,3,2,1,8.0,True,True,0.7539517,0.3354058,0.40140742,True,3.0,0
13500.0,True,False,False,True,0,49053.6,2385.9,Alone,Service,1.0,M,False,CL,Home,0.020713,13736,617,3702,3661,True,True,False,Laborers,2,2,2,12.0,True,True,0.22080973,0.43172315,0.3893388,True,4.0,0
18000.0,True,False,True,False,4,45000.0,2356.2,Alone,Govt Job,1.0,M,False,CL,Office,0.00702,11460,2606,1435,3771,True,False,True,Managers,6,2,1,9.0,True,True,0.22494186,0.6708175,0.062103037,True,0.0,0
18000.0,True,False,True,False,2,72000.0,3253.5,Alone,Commercial,2.0,M,False,CL,Home,0.026392,13306,204,388,4346,True,False,False,Managers,4,2,5,19.0,True,True,0.43714127,0.7335772,0.45789954,True,4.0,0
15750.0,False,False,False,True,0,15268.5,779.4,Alone,Service,1.0,D,False,CL,Home,0.032561,15979,2340,3739,4317,True,False,True,Laborers,1,1,3,16.0,True,True,0.31226116,0.68235326,0.7688076,True,4.0,0
20250.0,True,False,True,False,0,103583.25,3041.55,Alone,Service,1.0,S,False,CL,Home,0.04622,11740,3377,5632,4337,True,False,False,Core,1,1,6,17.0,True,True,0.60117185,0.72826153,0.64136827,True,2.0,0
135000.0,True,False,True,False,3,22500.0,1125.0,Alone,Service,2.0,M,False,RL,Home,0.032561,14871,2631,548,4817,True,True,False,Managers,5,1,4,11.0,True,True,0.56772774,0.76777935,0.6127042,True,1.0,0
9900.0,True,False,False,True,0,67500.0,3260.25,Alone,Service,2.0,M,False,CL,Home,0.035792,12924,2035,2565,1565,True,False,False,Private service,2,2,6,12.0,True,True,0.5272501,0.5977438,0.21035023,True,3.0,0
6750.0,True,False,True,True,1,6776.55,779.4,Alone,Service,1.0,M,False,CL,Home,0.01885,12048,135,11542,2224,True,False,False,Waiters/barmen,3,2,3,11.0,True,True,0.64274734,0.7155762,0.7223929,True,0.0,0
22500.0,False,False,False,True,0,67500.0,2190.6,Alone,Service,2.0,W,False,CL,Home,0.026392,15099,1623,8589,4269,True,False,True,Managers,1,2,3,10.0,True,True,0.72826326,0.7071807,0.3062023,True,0.0,0
15750.0,True,False,False,False,0,15750.0,1457.55,Relative,Service,2.0,S,False,CL,Family,0.015221,9302,1131,979,1966,True,False,False,Laborers,1,2,0,10.0,True,True,0.43769816,0.56538117,0.30314636,True,6.0,0
8550.0,False,False,False,False,0,45450.0,1925.55,Alone,Service,1.0,M,False,CL,Home,0.018634,11519,1563,4980,4134,True,True,True,Sales,2,2,4,18.0,True,True,0.4120631,0.39180586,0.4758499,True,0.0,0
12150.0,True,True,False,True,2,159656.84,5562.45,Alone,Service,1.0,M,False,CL,Home,0.007114,12821,930,8027,4295,True,False,True,Sales,4,2,0,13.0,True,True,0.43820077,0.22084172,0.69255906,True,5.0,0
6750.0,False,True,False,True,1,20250.0,1857.15,Alone,Service,1.0,M,False,CL,Home,0.031329,14613,238,2901,3209,True,False,False,Laborers,3,2,1,10.0,True,True,0.8221121,0.6652261,0.57620883,True,0.0,0
17100.0,False,False,False,True,0,54900.0,2816.1,Alone,Commercial,1.0,S,False,CL,Home,0.026392,18100,623,6429,1651,True,False,False,Managers,1,2,1,16.0,True,True,0.6646219,0.63587886,0.6956219,True,3.0,0
36000.0,False,False,True,True,0,76500.0,3825.0,Alone,Govt Job,2.0,S,False,RL,Home,0.026392,9691,830,663,2294,True,True,False,Core,1,2,0,11.0,True,True,0.57940435,0.70878106,0.5118918,True,0.0,0
13500.0,False,False,False,True,0,27796.95,1452.15,Relative,Service,1.0,M,False,CL,Home,0.009334,15745,2094,6359,4227,True,False,True,High skill tech,2,2,1,10.0,True,True,0.58259773,0.68223476,0.8193177,True,1.0,0
40500.0,False,False,True,True,1,90450.0,8824.5,Relative,Service,2.0,M,False,CL,Family,0.072508,11275,1485,437,2140,True,False,False,Secretaries,3,1,6,10.0,True,True,0.8235707,0.7811823,0.56737924,True,5.0,0
40500.0,True,False,False,True,2,70173.0,7095.6,Alone,Service,2.0,M,False,CL,Home,0.018634,11796,1793,2638,595,True,False,False,Core,4,2,2,15.0,True,True,0.334875,0.3600082,0.3996756,True,3.0,0
31500.0,False,False,False,True,2,85500.0,4275.0,Alone,Commercial,1.0,M,False,RL,Municipal,0.04622,15128,3227,7713,4296,True,False,False,Drivers,4,1,1,11.0,True,True,0.87267244,0.6621902,0.6561584,True,4.0,0
29250.0,False,False,False,True,0,67500.0,3674.7,Alone,nan,2.0,M,False,CL,Home,0.028663,11889,575,1977,4571,True,False,False,High skill tech,2,2,1,14.0,True,True,0.4099104,0.5494788,0.62967426,True,2.0,0
18000.0,False,False,False,True,1,28341.9,1907.1,Alone,Commercial,1.0,M,False,CL,Home,0.04622,10844,873,5288,3445,True,False,False,Sales,3,1,5,16.0,True,True,0.5733395,0.7349085,0.5937176,True,2.0,0
9000.0,False,False,False,True,0,25470.0,2532.15,Alone,Service,1.0,M,False,CL,Home,0.018634,19111,1683,4551,2535,True,False,False,Sales,2,2,4,13.0,True,True,0.7520561,0.6985173,0.000527265,True,0.0,0
9900.0,True,False,False,True,1,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Home,0.020713,11791,3724,262,481,True,False,False,Waiters/barmen,3,3,1,11.0,True,True,0.49754104,0.27416295,0.40140742,True,0.0,0
16650.0,True,True,False,True,0,50940.0,3268.35,Alone,Service,2.0,M,False,CL,Home,0.031329,10875,518,5029,1960,True,False,False,Accountants,2,2,5,17.0,True,True,0.7611533,0.54082507,0.32016337,True,1.0,0
17100.0,True,True,False,True,0,70372.8,3605.85,Alone,Commercial,1.0,M,False,CL,Home,0.018634,9121,336,1101,1800,True,False,False,Laborers,2,2,4,16.0,True,True,0.16049008,0.6757192,0.40140742,True,1.0,0
24750.0,False,False,True,True,0,58500.0,1886.85,Alone,Commercial,2.0,M,False,CL,Home,0.018029,15223,1983,9306,4252,True,False,False,Managers,2,3,2,10.0,True,True,0.8338448,0.5286825,0.53707,True,2.0,0
24750.0,True,False,False,True,0,31343.85,1763.1,Alone,Govt Job,1.0,D,False,CL,Home,0.006629,20926,2975,5625,4028,True,False,False,Security,1,2,5,9.0,True,True,0.8135761,0.72703075,0.75574005,True,1.0,0
15750.0,False,False,False,True,0,52128.0,2840.85,Alone,Commercial,1.0,D,False,CL,Home,0.072508,9494,423,4331,1742,True,False,True,Secretaries,1,1,3,18.0,True,True,0.35783654,0.7620186,0.5478105,True,2.0,0
14850.0,False,False,False,False,1,28670.4,1568.25,Alone,Govt Job,0.0,M,False,CL,Home,0.072508,11717,224,5542,4002,True,False,True,Cleaning,3,1,6,13.0,True,True,0.23234655,0.7584512,0.44005784,True,0.0,0
13500.0,True,False,False,True,1,80865.0,2621.7,Alone,Commercial,0.0,M,False,CL,Home,0.005084,12071,1625,12064,623,True,False,False,Laborers,3,2,5,10.0,True,True,0.15067065,0.06423375,0.069640085,True,2.0,1
13500.0,False,True,True,False,2,56250.0,2705.85,Alone,Service,1.0,M,False,CL,Home,0.025164,15026,1000,691,4295,True,False,False,Drivers,4,2,6,8.0,True,True,0.2866439,0.35653412,0.50468135,True,3.0,0
20250.0,True,True,False,True,0,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.020246,11765,564,290,1073,True,False,False,Core,2,3,5,8.0,True,True,0.33897662,0.13619019,0.23272477,True,1.0,1
30600.0,False,False,True,True,0,105493.5,4196.7,Alone,Service,1.0,M,False,CL,Home,0.01885,15876,1496,9966,4317,True,False,True,Laborers,2,2,2,16.0,True,True,0.71341676,0.7187742,0.56737924,True,1.0,0
18000.0,False,False,True,False,0,90000.0,3569.4,Alone,Service,1.0,D,False,CL,Home,0.035792,16314,751,1721,4718,True,True,True,High skill tech,1,2,2,13.0,True,True,0.7986715,0.6379472,0.6528965,True,0.0,0
15750.0,True,True,False,True,1,49752.0,3324.6,Alone,Service,1.0,M,False,CL,Home,0.035792,16015,8542,2365,4569,True,True,True,Managers,3,2,2,15.0,True,True,0.40081048,0.5379782,0.6109913,True,0.0,1
15750.0,False,True,True,True,1,104614.2,3374.55,Alone,Service,2.0,M,False,CL,Municipal,0.018801,18105,7642,4734,1636,True,False,True,Laborers,3,2,3,11.0,True,True,0.7007546,0.66237605,0.6075573,True,0.0,0
12600.0,False,True,True,True,2,75519.0,3645.9,Relative,Service,1.0,M,False,CL,Home,0.018029,13967,931,873,5140,True,False,True,Laborers,4,3,0,7.0,True,True,0.27264127,0.5182532,0.47944897,True,4.0,0
11250.0,False,False,True,True,2,15282.0,1658.7,Alone,Commercial,2.0,M,False,CL,Home,0.006008,11874,286,2637,4054,True,False,False,Realty agents,4,2,2,17.0,True,True,0.5844731,0.5268349,0.48485148,True,2.0,0
15750.0,False,False,False,True,1,27000.0,1350.0,Alone,Govt Job,2.0,M,False,RL,Home,0.009175,10171,3030,4931,1927,True,True,False,Core,3,2,5,13.0,True,True,0.6683688,0.7456786,0.15286623,True,0.0,0
36000.0,True,False,False,False,0,45000.0,2441.25,Alone,Service,1.0,M,False,CL,Home,0.01452,18373,579,7073,1918,True,True,True,Laborers,2,2,4,18.0,True,True,0.65252626,0.32650658,0.5064842,True,0.0,0
18000.0,False,False,False,True,0,84095.1,3348.0,Alone,Commercial,1.0,D,False,CL,Home,0.019689,15751,5314,7140,4497,True,False,False,Managers,1,2,4,9.0,True,True,0.60487074,0.61458296,0.6446794,True,1.0,0
27000.0,False,True,True,True,0,75519.0,3645.9,Alone,Service,1.0,D,False,CL,Home,0.009175,16074,450,495,4475,True,True,True,Laborers,1,2,0,13.0,True,True,0.47522166,0.74293184,0.5495965,True,5.0,0
27000.0,True,True,False,False,0,45000.0,5077.35,Alone,Service,2.0,D,False,CL,Home,0.072508,11726,1371,3179,3503,True,True,True,Managers,1,1,4,13.0,True,True,0.41350508,0.7423551,0.5118918,True,3.0,0
7200.0,False,True,True,True,2,54000.0,1591.65,Alone,Service,1.0,D,False,CL,Home,0.015221,14956,426,6469,4720,True,False,True,Sales,3,2,3,11.0,True,True,0.5287613,0.63285595,0.71215516,True,1.0,0
20250.0,False,False,False,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.04622,11493,1177,584,834,True,False,False,Laborers,2,1,5,16.0,True,True,0.3580661,0.49155635,0.6528965,True,1.0,0
67500.0,True,True,False,True,1,67500.0,5346.0,Alone,Commercial,2.0,M,False,CL,Home,0.006671,14396,6427,3846,4936,True,False,False,Managers,3,2,6,14.0,True,True,0.8349758,0.6359042,0.5388627,True,3.0,0
20250.0,False,False,False,True,0,61033.5,2029.95,Alone,Service,2.0,M,False,CL,Home,0.025164,13887,1572,7750,4072,True,False,False,Accountants,2,2,6,9.0,True,True,0.43819425,0.04693115,0.66263777,True,2.0,0
22500.0,True,True,True,True,0,22500.0,1376.55,Alone,Service,1.0,S,False,CL,Home,0.006207,8546,415,601,1131,True,False,False,High skill tech,1,2,1,17.0,True,True,0.14555725,0.37733638,0.44717857,True,0.0,0
17100.0,True,True,True,True,2,27627.75,1682.55,Alone,Service,1.0,M,False,CL,Home,0.018634,10263,651,2086,2557,True,False,False,Laborers,4,2,1,12.0,True,True,0.22519624,0.26719147,0.57620883,True,5.0,0
18000.0,True,False,False,True,2,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.003818,13100,2791,4151,4527,True,True,False,High skill tech,4,2,3,4.0,True,True,0.781248,0.5798614,0.69409263,True,2.0,0
36000.0,True,False,True,True,0,80865.0,3146.4,Alone,Commercial,2.0,M,False,CL,Home,0.032561,16301,796,2349,96,True,False,False,Laborers,2,1,6,18.0,True,True,0.4394655,0.71598995,0.07396515,True,4.0,1
15750.0,False,True,True,True,2,78713.1,2614.5,Alone,Commercial,1.0,M,False,CL,Home,0.005084,11848,1276,840,4118,True,False,False,Laborers,4,2,5,15.0,True,True,0.26790634,0.46823287,0.63637614,True,1.0,0
18000.0,False,False,False,True,0,58500.0,3909.15,Alone,Service,1.0,M,False,CL,Home,0.020246,19959,3528,6583,3475,True,True,False,Private service,2,3,4,10.0,True,True,0.5579669,0.4634445,0.15286623,True,0.0,0
9000.0,True,False,True,True,0,24750.0,1237.5,Alone,Commercial,1.0,M,False,RL,Rental,0.04622,13738,4603,7863,3741,True,False,False,HR,2,1,6,14.0,True,True,0.75187147,0.76030916,0.2020866,True,2.0,0
45000.0,True,False,False,False,2,154030.5,4248.45,Alone,Commercial,1.0,D,False,CL,Home,0.072508,13245,1281,1637,277,True,False,False,Managers,3,1,5,16.0,True,True,0.610367,0.55704546,0.508287,True,1.0,0
4403.7,False,True,False,False,0,20376.0,1035.0,Alone,Service,2.0,W,False,CL,Home,0.020713,22767,2140,746,4099,True,True,True,Core,1,2,5,8.0,True,True,0.88822216,0.42766118,0.5495965,True,5.0,0
31500.0,False,False,False,False,0,140277.6,9634.5,Others,Govt Job,1.0,M,False,CL,Municipal,0.04622,9997,2405,4831,2019,True,False,False,Medicine,2,1,5,15.0,True,True,0.23387781,0.71166587,0.59197664,True,2.0,0
13500.0,True,False,True,True,0,68850.0,3325.05,Alone,Service,1.0,M,False,CL,Rental,0.01452,9909,1453,4761,2574,True,False,False,Drivers,2,2,4,15.0,True,True,0.22146897,0.5562252,0.563835,True,6.0,0
22500.0,True,False,True,False,0,130381.2,3452.4,Relative,Govt Job,1.0,M,False,CL,Home,0.035792,11724,2726,32,3947,True,False,False,Medicine,2,2,5,11.0,True,True,0.40243345,0.64607877,0.54423475,True,0.0,0
22500.0,False,True,True,False,0,102474.0,4513.95,Alone,Service,2.0,S,False,CL,Home,0.032561,18107,1969,1525,1525,True,False,True,Managers,1,1,3,19.0,True,True,0.68534684,0.75765306,0.6754133,True,4.0,0
20250.0,False,False,False,True,2,45000.0,3287.7,Alone,Service,1.0,M,False,CL,Home,0.009175,8528,600,8495,1083,True,True,True,Sales,4,2,2,16.0,True,True,0.3384658,0.72763354,0.15008518,True,0.0,0
11250.0,True,False,False,True,2,24750.0,1237.5,Alone,Service,1.0,M,False,RL,Home,0.010643,12638,459,3271,4371,True,True,True,Sales,4,2,0,16.0,True,True,0.435702,0.7430613,0.7106744,True,2.0,0
11700.0,True,False,False,False,0,27000.0,2511.45,Alone,Service,1.0,M,False,CL,Home,0.015221,18706,1876,3074,2255,True,False,False,Drivers,2,2,1,9.0,True,True,0.6098939,0.71258485,0.80274546,True,2.0,0
9000.0,False,True,False,False,0,22500.0,1125.0,Alone,Commercial,2.0,S,False,RL,Home,0.015221,9704,420,6799,2378,True,False,False,Sales,1,2,0,11.0,True,True,0.2633576,0.5032437,0.57796913,True,1.0,0
20250.0,False,True,True,True,0,25253.1,1809.0,Relative,Service,1.0,S,False,CL,Family,0.025164,10669,1529,4547,3334,True,True,True,HR,1,2,3,15.0,True,True,0.46149254,0.49812675,0.735221,True,1.0,0
15750.0,True,False,False,True,2,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.007114,11275,912,2448,2917,True,False,False,Sales,4,2,1,12.0,True,True,0.2390775,0.60992116,0.3740208,True,0.0,0
19035.0,False,False,False,True,0,77029.2,3067.65,Alone,Commercial,2.0,S,False,CL,Home,0.018634,16025,2986,4475,1336,True,False,False,Sales,1,2,4,13.0,True,True,0.62120605,0.5636179,0.6430256,True,0.0,0
10584.0,True,False,True,True,3,67500.0,2910.6,Alone,Commercial,1.0,M,False,CL,Home,0.018801,13818,103,813,2847,True,True,True,Laborers,5,2,2,7.0,True,True,0.379513,0.5638438,0.23791608,True,2.0,0
11250.0,True,True,True,True,0,22500.0,1600.2,Alone,Service,2.0,M,False,CL,Home,0.02461,14806,6885,6007,1515,True,True,True,Cooking,2,2,5,8.0,True,True,0.77254635,0.6442616,0.45253357,True,3.0,0
40500.0,False,False,False,True,0,52128.0,3539.25,Alone,Commercial,1.0,M,False,CL,Home,0.04622,17546,227,9773,1080,True,False,False,Drivers,2,1,5,10.0,True,True,0.6138803,0.7002139,0.7223929,True,3.0,0
24750.0,True,True,True,True,0,50746.95,4022.55,Alone,Govt Job,1.0,M,False,CL,Home,0.018634,18871,10217,9546,2421,True,False,False,Core,2,2,0,13.0,True,True,0.7974335,0.58275676,0.4294237,True,6.0,0
22500.0,True,False,False,True,0,154602.0,4533.3,Alone,Service,1.0,M,False,CL,Home,0.020713,21234,1043,11957,4538,True,True,True,Drivers,2,3,3,12.0,True,True,0.60436356,0.45591137,0.8171724,True,3.0,0
11250.0,True,False,False,True,1,45000.0,2097.9,Relative,Commercial,2.0,M,False,CL,Home,0.0105,8919,123,3756,1289,True,False,False,Accountants,3,3,6,10.0,True,True,0.34110713,0.6179753,0.36061257,True,0.0,0
29250.0,True,False,True,False,0,81000.0,4050.0,Alone,Service,1.0,M,False,RL,Home,0.006207,10114,515,2305,2298,True,False,False,Laborers,2,2,5,13.0,True,True,0.19314678,0.529369,0.78383243,True,0.0,0
20250.0,True,False,False,True,0,70083.0,2061.9,Alone,Commercial,1.0,S,False,CL,Home,0.031329,20346,1085,6625,3630,True,False,True,Core,1,2,6,15.0,True,True,0.78466535,0.35252583,0.832785,True,3.0,1
15750.0,False,False,False,False,2,38053.35,2510.1,Alone,Commercial,1.0,M,False,CL,Home,0.025164,15878,168,2267,4264,True,False,True,Cooking,4,2,6,10.0,True,True,0.72070664,0.31283054,0.8128226,True,0.0,0
9000.0,True,False,True,True,1,129350.25,4185.45,Alone,Service,1.0,M,False,CL,Home,0.018029,13385,189,12272,715,True,False,False,High skill tech,3,2,4,15.0,True,True,0.5097935,0.55954224,0.28078958,True,2.0,0
6750.0,False,True,True,True,0,11376.0,739.8,Alone,Service,1.0,M,False,CL,Home,0.019689,12261,505,6383,1611,True,True,False,Cleaning,2,2,3,10.0,True,True,0.67190355,0.33170655,0.42061096,True,1.0,0
15750.0,False,False,False,True,1,46350.0,2974.95,Alone,nan,2.0,M,False,CL,Home,0.026392,9696,462,4445,2378,True,False,False,Laborers,3,2,3,10.0,True,True,0.33710542,0.33960092,0.757069,True,0.0,0
18000.0,False,True,False,True,0,22413.6,1770.75,Alone,Service,2.0,S,False,CL,Home,0.010032,23443,8470,4753,1187,True,False,False,Sales,1,2,2,3.0,True,True,0.8396975,0.7111855,0.5902333,True,2.0,0
6750.0,False,False,True,False,1,67950.0,2258.55,Relative,Service,1.0,M,False,CL,Municipal,0.030755,13856,451,7496,4501,True,False,False,High skill tech,3,2,2,16.0,True,True,0.74460846,0.497017,0.33285058,True,0.0,0
27000.0,True,False,False,True,1,67500.0,3375.0,Alone,nan,2.0,M,False,RL,Home,0.032561,17002,1885,2978,557,True,False,False,Managers,3,1,1,17.0,True,True,0.79166627,0.7012045,0.5691488,True,4.0,0
24750.0,False,False,False,False,0,71614.8,2322.9,Alone,Service,1.0,M,False,CL,Home,0.019689,16645,1596,9323,195,True,False,True,Managers,2,2,4,8.0,True,True,0.7063774,0.69996136,0.19406782,True,4.0,0
11250.0,False,True,True,True,0,16351.2,1189.8,Alone,Service,1.0,M,False,CL,Home,0.0105,14760,1046,7451,4174,True,True,False,Laborers,2,3,5,10.0,True,True,0.3052696,0.42585304,0.5316861,True,1.0,0
7650.0,False,False,True,True,2,53691.75,1941.3,Alone,Service,1.0,M,False,CL,Home,0.031329,13269,414,1043,2919,True,False,False,Medicine,4,2,5,14.0,True,True,0.4607611,0.075999066,0.62799084,True,0.0,0
13500.0,False,False,True,True,2,129350.25,3569.85,Alone,Govt Job,1.0,M,False,CL,Home,0.031329,14216,379,784,784,True,False,False,Medicine,4,2,3,12.0,True,True,0.46322846,0.70581126,0.11761373,True,0.0,0
33750.0,True,False,True,False,2,52649.1,3367.8,Relative,Govt Job,2.0,M,False,CL,Family,0.003813,12759,3765,2923,4088,True,False,False,Core,4,2,2,8.0,True,True,0.17512882,0.4411514,0.162442,True,2.0,0
29250.0,True,False,True,True,0,75519.0,3645.9,Alone,Service,1.0,S,False,CL,Home,0.032561,10088,942,2145,2365,True,False,False,Sales,1,1,4,13.0,True,True,0.57467747,0.4976402,0.4740513,True,1.0,0
15750.0,False,False,False,True,1,100512.0,3573.9,Alone,Commercial,2.0,D,False,CL,Home,0.04622,14870,5333,7092,280,True,False,False,Sales,2,1,5,17.0,True,True,0.6918405,0.7318556,0.51369375,True,1.0,0
22500.0,False,True,True,True,0,27363.6,2960.1,Alone,nan,1.0,M,False,CL,Home,0.025164,14205,260,6247,1199,True,False,False,Security,2,2,4,8.0,True,True,0.49116865,0.662288,0.7223929,True,7.0,0
9000.0,False,False,False,True,2,27000.0,1350.0,Relative,Service,1.0,M,False,RL,Home,0.006008,12464,2913,262,4366,True,False,False,Laborers,4,2,6,14.0,True,True,0.24384052,0.18440054,0.22508687,True,3.0,0
36000.0,True,False,False,False,2,67500.0,4495.95,Alone,Service,2.0,M,False,CL,Home,0.020246,12572,780,1034,2940,True,False,False,Core,4,3,1,15.0,True,True,0.23543516,0.4112617,0.5424451,True,2.0,0
27000.0,True,False,True,False,2,54000.0,4279.5,Alone,Govt Job,2.0,M,False,CL,Home,0.006852,11505,3249,491,2307,True,False,False,Managers,4,3,5,8.0,True,True,0.18404731,0.46006942,0.5549468,True,3.0,0
13500.0,True,False,False,True,0,49752.0,3252.15,Alone,Service,1.0,S,False,CL,Home,0.020713,8472,1364,3222,1164,True,True,True,Laborers,1,3,5,9.0,True,True,0.17242177,0.23210639,0.2636468,True,3.0,0
13500.0,False,False,True,True,0,69004.8,2238.75,Alone,Service,2.0,S,False,CL,Rental,0.020246,17540,518,5900,1078,True,False,False,High skill tech,1,3,1,11.0,True,True,0.62934744,0.79039437,0.50287825,True,0.0,0
22500.0,False,False,True,True,0,58500.0,2266.65,Alone,Commercial,2.0,M,False,CL,Home,0.032561,13553,1659,4464,1476,True,True,True,Managers,2,1,1,14.0,True,True,0.7159546,0.7352194,0.2764407,True,1.0,0
35100.0,False,False,False,True,0,67950.0,6464.7,Alone,Commercial,2.0,S,False,CL,Home,0.026392,12056,2915,6188,4661,True,False,True,Accountants,1,2,3,13.0,True,True,0.2920384,0.7130415,0.78260785,True,1.0,1
22500.0,True,False,True,True,0,90450.0,3845.25,Alone,Service,2.0,S,False,CL,Home,0.025164,14270,923,8266,4169,True,False,False,Core,1,2,2,11.0,True,True,0.51532793,0.46858135,0.71657026,True,2.0,0
11475.0,False,False,False,True,2,42750.0,1895.85,Kids,Service,2.0,M,False,CL,Home,0.015221,13183,2957,4322,2209,True,False,False,Core,4,2,1,13.0,True,True,0.5173765,0.6044814,0.47045612,True,4.0,0
8100.0,False,True,False,True,1,45627.3,2342.7,Alone,Service,1.0,M,False,CL,Home,0.018029,14271,987,3160,4817,True,False,False,Laborers,3,3,5,9.0,True,True,0.415234,0.42222136,0.32965505,True,1.0,0
22500.0,True,False,True,True,0,80550.0,4125.6,Partner,Govt Job,2.0,M,False,CL,Home,0.026392,14694,815,115,4666,True,False,True,Core,2,2,2,15.0,True,True,0.70674396,0.6690526,0.43473324,True,1.0,0
20250.0,True,False,True,True,0,35553.6,1941.75,Alone,Service,1.0,S,False,CL,Home,0.04622,9918,805,4715,2205,True,False,True,Laborers,1,1,6,14.0,True,True,0.26563093,0.43593946,0.5971924,True,0.0,0
9000.0,False,True,True,True,2,40432.5,2077.2,Alone,Govt Job,2.0,M,False,CL,Municipal,0.010006,14111,1649,2098,4163,True,False,False,Drivers,4,1,2,16.0,True,True,0.28918287,0.56183684,0.6127042,True,1.0,0
15750.0,False,True,False,True,0,18000.0,900.0,Alone,Commercial,2.0,S,False,RL,Home,0.032561,8147,471,7985,809,True,False,True,Sales,1,1,1,17.0,True,True,0.42480525,0.6416009,0.2881296,True,1.0,0
18000.0,True,True,False,True,0,32840.55,2335.5,Alone,Commercial,1.0,M,False,CL,Home,0.02461,13802,364,6489,4829,True,False,False,Drivers,2,2,2,10.0,True,True,0.3912625,0.4495128,0.66745776,True,4.0,1
16650.0,True,True,True,True,1,125640.0,3686.4,Alone,Service,1.0,M,False,CL,Home,0.006233,14144,2711,1355,1866,True,False,False,Cooking,3,2,2,12.0,True,True,0.34133762,0.34949213,0.44361532,True,2.0,0
15750.0,False,False,True,True,0,54000.0,2770.2,Relative,Service,1.0,M,False,CL,Home,0.026392,21652,1615,1711,4860,True,False,False,Laborers,2,2,6,11.0,True,True,0.54950273,0.63805324,0.6690567,True,1.0,0
45000.0,True,False,True,True,0,128835.0,3766.95,Relative,Commercial,1.0,M,False,CL,Home,0.04622,16595,4629,1081,129,True,True,True,Laborers,2,1,0,13.0,True,True,0.8245665,0.7284735,0.6446794,True,2.0,0
7200.0,False,False,False,True,0,15750.0,1025.1,Alone,Service,2.0,D,False,CL,Home,0.019689,11547,120,1439,1779,True,False,False,Sales,1,2,5,12.0,True,True,0.5787623,0.54274136,0.5954562,True,0.0,0
15750.0,False,False,True,True,0,13032.0,1368.45,Alone,Service,2.0,S,False,CL,Home,0.003818,10251,1638,1498,2940,True,False,False,Laborers,1,2,5,9.0,True,True,0.6432201,0.30553985,0.6910212,True,0.0,0
11250.0,False,True,False,False,0,27796.95,1047.6,Alone,Commercial,2.0,M,False,CL,Home,0.032561,15925,283,6869,3697,True,False,True,Sales,2,1,3,11.0,True,True,0.42707253,0.5880323,0.5298898,True,1.0,0
13500.0,False,False,True,True,0,34882.65,2768.85,Alone,Service,1.0,D,False,CL,Home,0.009657,15429,470,9488,2258,True,False,False,Sales,1,2,6,10.0,True,True,0.20035037,0.3494971,0.6313545,True,7.0,0
15750.0,True,True,True,False,0,18000.0,900.0,Alone,Commercial,1.0,S,False,RL,Municipal,0.009334,10216,356,332,2654,True,False,True,Accountants,1,2,5,19.0,True,True,0.43459392,0.47003007,0.7801436,True,2.0,0
22500.0,True,False,False,False,0,100692.0,4006.35,Alone,Service,2.0,D,False,CL,Home,0.00496,15056,6086,3482,4476,True,False,True,Core,1,2,0,11.0,True,True,0.54005045,0.71099234,0.778904,True,2.0,0
9000.0,False,False,False,False,0,68400.0,2547.9,Alone,Service,2.0,S,False,CL,Home,0.015221,10035,1431,9688,2701,True,True,True,High skill tech,1,2,0,12.0,True,True,0.31037736,0.28589788,0.3360615,True,0.0,0
20992.95,False,False,True,False,0,135000.0,3412.8,Alone,Service,1.0,M,False,CL,Home,0.030755,19318,504,3211,2850,True,True,True,Sales,2,2,2,14.0,True,True,0.7076262,0.5632037,0.57620883,True,0.0,0
18000.0,True,False,True,False,0,74008.8,3148.65,Alone,Service,1.0,M,False,CL,Home,0.008575,20862,1346,7968,4018,True,True,True,Security,2,2,5,17.0,True,True,0.7927038,0.51254034,0.6561584,True,1.0,0
20250.0,False,False,True,False,0,52128.0,3383.55,Alone,Commercial,2.0,M,False,CL,Home,0.072508,9278,339,5565,1954,True,False,True,Sales,2,1,3,15.0,True,True,0.39105198,0.6359143,0.53527623,True,0.0,0
27000.0,False,False,False,False,1,72243.0,2343.6,Alone,Service,2.0,S,False,CL,Family,0.031329,16391,8769,6796,4080,True,False,False,Core,2,2,4,13.0,True,True,0.67250735,0.6438706,0.21885908,True,3.0,0
11250.0,False,False,True,False,0,39701.7,2412.0,Relative,Service,2.0,M,False,CL,Home,0.007305,18555,279,1728,2092,True,False,False,Managers,2,3,3,15.0,True,True,0.71418786,0.4948468,0.26224896,True,0.0,0
22500.0,False,False,False,True,0,75519.0,3007.8,Others,Commercial,1.0,S,False,CL,Home,0.010006,18594,2919,2152,2130,True,False,False,Sales,1,1,5,9.0,True,True,0.55265605,0.6858314,0.75574005,True,2.0,0
18000.0,False,False,False,True,2,57897.9,2466.0,Alone,Service,1.0,S,False,CL,Home,0.035792,14004,617,6718,5397,True,False,False,Private service,3,2,3,13.0,True,True,0.30045822,0.61671484,0.57091653,True,0.0,1
20250.0,False,True,True,False,0,104256.0,3445.65,Relative,Service,1.0,D,False,CL,Home,0.016612,14562,4653,7309,3519,True,False,False,High skill tech,1,2,3,17.0,True,True,0.64291173,0.7469413,0.70769936,True,1.0,0
18900.0,True,True,False,False,2,78713.1,2601.45,Relative,Service,2.0,M,False,CL,Municipal,0.00733,12381,1718,6349,3983,True,False,False,Laborers,4,2,5,19.0,True,True,0.35372576,0.6134376,0.71215516,True,1.0,0
20250.0,True,True,True,True,1,122301.0,5194.8,Alone,Service,1.0,M,False,CL,Home,0.010966,13454,842,3458,4668,True,False,False,Laborers,3,2,1,9.0,True,True,0.35993955,0.20158368,0.67065173,True,1.0,0
9900.0,False,False,False,False,0,54000.0,2105.55,Alone,Commercial,1.0,S,False,CL,Family,0.028663,9264,1266,4004,1929,True,False,False,High skill tech,1,2,1,16.0,True,True,0.5321387,0.5276852,0.20677866,True,0.0,0
40500.0,True,True,True,False,0,48564.0,3893.85,Alone,Service,1.0,M,False,CL,Home,0.035792,11123,1567,5033,3423,True,False,True,Drivers,2,2,5,20.0,True,True,0.21172239,0.649596,0.7223929,True,3.0,1
18000.0,False,False,False,True,0,100692.0,4279.05,Alone,Service,2.0,W,False,CL,Home,0.010643,20977,9270,10479,4377,True,False,False,Core,1,2,0,12.0,True,True,0.5813182,0.4754425,0.563835,True,6.0,0
11250.0,False,True,True,True,4,145841.4,4277.25,Partner,Service,1.0,M,False,CL,Home,0.02461,13471,3058,7501,5899,True,False,True,Core,6,2,1,12.0,True,True,0.35218343,0.75180805,0.50107515,True,3.0,0
13500.0,False,False,False,True,1,60147.0,3276.0,Alone,Service,1.0,M,False,CL,Home,0.007305,12060,729,6451,3715,True,False,False,Sales,3,3,2,12.0,True,True,0.25926945,0.5117426,0.08673126,True,0.0,0
18000.0,True,False,False,True,0,54000.0,2700.0,Alone,Govt Job,2.0,S,False,RL,Home,0.072508,13674,333,7724,2789,True,False,True,High skill tech,1,1,6,15.0,True,True,0.49744824,0.7649879,0.5585066,True,0.0,0
15300.0,False,True,True,False,0,68400.0,3505.5,Alone,Service,2.0,M,False,CL,Home,0.010966,11511,3086,1675,4006,True,False,False,High skill tech,2,2,4,10.0,True,True,0.8480165,0.73454624,0.67065173,True,5.0,0
18900.0,True,False,False,True,0,54504.0,2664.0,Alone,Service,2.0,M,False,CL,Home,0.031329,15508,74,235,4537,True,False,False,Cooking,2,2,5,13.0,True,True,0.62527627,0.07132269,0.52809274,True,0.0,0
6750.0,False,True,True,True,2,92250.0,3671.55,Alone,Service,1.0,M,False,CL,Home,0.020713,13164,4121,5559,5047,True,False,False,Medicine,4,3,2,9.0,True,True,0.49719188,0.6102905,0.7281413,True,3.0,0
11250.0,False,True,False,True,0,22500.0,1125.0,Alone,Commercial,1.0,M,False,RL,Home,0.031329,12482,440,2622,1299,True,False,False,Sales,2,2,2,8.0,True,True,0.39440605,0.6285164,0.51369375,True,4.0,0
18000.0,True,False,True,True,1,71509.5,5246.55,Partner,Commercial,1.0,M,False,CL,Home,0.032561,10510,682,7913,1703,True,False,False,Laborers,3,1,4,18.0,True,True,0.38587993,0.5840429,0.8128226,True,1.0,0
18000.0,True,False,True,True,0,54000.0,2770.2,Alone,Service,2.0,M,False,CL,Home,0.01452,18216,456,1317,1717,True,False,False,Drivers,2,2,4,8.0,True,True,0.65573007,0.3673864,0.3893388,True,4.0,0
20250.0,False,False,True,False,0,48547.35,5110.65,Alone,Service,1.0,S,False,CL,Family,0.01885,13047,148,6882,4437,True,False,False,Laborers,1,2,2,18.0,True,True,0.3648558,0.5479897,0.32016337,True,5.0,0
11250.0,False,False,True,True,0,50992.2,4980.6,Alone,Service,1.0,M,False,CL,Home,0.032561,21667,2771,13418,5145,True,False,False,High skill tech,2,1,3,14.0,True,True,0.83186615,0.7922864,0.12530787,True,8.0,0
20250.0,False,False,False,True,0,28440.0,1913.4,Alone,Service,2.0,M,False,CL,Home,0.011657,14212,174,3749,3126,True,False,False,Cooking,2,1,6,14.0,True,True,0.45071954,0.60723853,0.6058363,True,1.0,0
49500.0,True,True,True,True,0,100272.6,3247.65,Alone,Commercial,2.0,M,False,CL,Home,0.006852,16400,2629,10351,3991,True,False,False,Managers,2,3,2,6.0,True,True,0.55105364,0.1352744,0.46865967,True,2.0,0
9000.0,False,True,False,False,0,80865.0,2621.7,Alone,Service,1.0,M,False,CL,Home,0.009549,15395,2906,8300,4649,True,False,True,Core,2,2,2,18.0,True,True,0.49714768,0.5151351,0.49386287,True,0.0,0
24750.0,True,False,True,False,0,43128.0,2339.55,Alone,Service,1.0,S,False,CL,Home,0.072508,11587,4010,2838,3293,True,True,True,Laborers,1,1,5,8.0,True,True,0.3679709,0.6684131,0.3409064,True,2.0,0
18000.0,True,True,False,True,0,117000.0,4639.95,Partner,Service,1.0,M,False,CL,Home,0.020246,17338,2640,2513,889,True,True,False,Laborers,2,3,4,8.0,True,True,0.38411975,0.3912953,0.45253357,True,2.0,0
9900.0,False,True,True,True,2,15750.0,787.5,Alone,Service,1.0,M,False,RL,Home,0.010032,14208,2044,245,2368,True,False,False,Laborers,4,2,4,3.0,True,True,0.6582699,0.6557033,0.47045612,True,7.0,0
9900.0,False,False,True,True,1,58276.8,3030.3,Relative,Commercial,1.0,M,False,CL,Home,0.030755,17251,1743,2797,743,True,False,False,Sales,3,2,2,10.0,True,True,0.53125167,0.60775995,0.49386287,True,0.0,0
22500.0,False,False,True,True,1,81404.1,2393.1,Alone,Service,1.0,M,False,CL,Home,0.008019,15989,1178,10098,4308,True,False,True,Laborers,3,2,0,15.0,True,True,0.70124006,0.5281485,0.5531647,True,5.0,0
22500.0,False,True,False,True,0,90000.0,2644.65,Alone,Service,1.0,M,False,CL,Home,0.006233,21647,4165,9294,4165,True,False,True,Laborers,2,2,2,11.0,True,True,0.84688634,0.67955977,0.6848277,True,2.0,0
11250.0,False,False,True,True,1,18000.0,1230.75,Alone,Commercial,1.0,M,False,CL,Home,0.01452,11789,3045,109,965,True,False,False,Laborers,3,2,6,11.0,True,True,0.27135476,0.58986926,0.69255906,True,2.0,1
7650.0,False,True,False,True,2,15750.0,1351.8,Alone,Service,1.0,M,False,CL,Home,0.018029,12850,1428,1485,3807,True,False,True,Sales,4,3,3,6.0,True,True,0.35018343,0.4326891,0.6006575,True,0.0,0
22500.0,False,False,False,False,0,162269.1,4293.45,Alone,Govt Job,2.0,S,False,CL,Family,0.010006,17546,5063,7553,1090,True,True,True,High skill tech,1,1,2,7.0,True,True,0.5462183,0.5734929,0.70470643,True,1.0,0
22500.0,False,False,True,True,0,132547.5,5629.05,Alone,Govt Job,2.0,M,False,CL,Home,0.018801,20968,446,317,3258,True,False,False,Managers,2,2,4,12.0,True,True,0.7968102,0.7300882,0.04090205,True,0.0,0
22500.0,False,False,False,True,0,25470.0,2532.15,Alone,Commercial,1.0,M,False,CL,Home,0.010966,10937,859,1632,3270,True,False,False,High skill tech,2,2,3,16.0,True,True,0.5721823,0.6628698,0.5298898,True,3.0,0
22500.0,True,True,True,False,3,139141.8,4081.5,Alone,Commercial,1.0,M,False,CL,Home,0.04622,15332,2873,527,4308,True,False,False,Managers,5,1,6,11.0,True,True,0.689495,0.63072956,0.5513813,True,0.0,0
20250.0,True,True,False,False,1,49752.0,5237.1,Partner,Govt Job,2.0,M,False,CL,Office,0.04622,11390,1952,1303,3856,True,False,False,Managers,3,1,3,16.0,True,True,0.26053447,0.7098767,0.5478105,True,1.0,0
13500.0,False,True,True,False,0,87750.0,2425.95,Alone,Commercial,1.0,S,False,CL,Home,0.01452,19202,12276,4546,2743,True,False,False,Core,1,2,2,13.0,True,True,0.7625198,0.09260402,0.5814837,True,0.0,0
12600.0,True,True,True,True,1,87750.0,2912.85,Alone,Service,2.0,M,False,CL,Home,0.004849,8697,437,1225,1207,True,False,False,Private service,3,2,5,19.0,True,True,0.37966913,0.41612542,0.19294223,True,0.0,0
27000.0,True,False,True,True,2,35058.15,3681.45,Alone,Commercial,1.0,M,False,CL,Home,0.04622,10384,996,4979,2704,True,False,True,Drivers,4,1,4,15.0,True,True,0.2961011,0.6812811,0.13012855,True,3.0,0
26100.0,False,False,False,True,1,117000.0,4653.0,Relative,Service,2.0,M,False,CL,Home,0.010006,9918,623,644,2586,True,True,False,High skill tech,3,2,5,14.0,True,True,0.18520768,0.7840247,0.19294223,True,0.0,0
13500.0,False,False,True,False,0,36000.0,1837.8,Alone,Commercial,2.0,M,False,CL,Home,0.019101,18180,1106,1276,1716,True,False,True,Core,2,2,3,13.0,True,True,0.7647471,0.59259623,0.46686402,True,1.0,1
22500.0,True,False,True,False,0,132750.0,3559.95,Alone,Commercial,2.0,M,False,CL,Home,0.01885,11311,2211,10355,2158,True,True,False,Secretaries,2,2,0,18.0,True,True,0.5062918,0.7080538,0.66585493,True,1.0,0
14400.0,False,True,True,True,2,49500.0,2475.0,Kids,Service,2.0,M,False,RL,Home,0.006008,13468,4769,10111,541,True,False,True,Laborers,4,2,4,16.0,True,True,0.69345325,0.7324131,0.6528965,True,0.0,0
51750.0,False,True,True,True,0,79083.0,5767.65,Alone,Service,2.0,M,False,CL,Home,0.04622,13976,572,8079,5027,True,False,False,Core,2,1,5,17.0,True,True,0.6222808,0.7545074,0.30467218,True,1.0,0
11250.0,False,False,False,False,0,45000.0,1727.1,Alone,Service,2.0,S,False,CL,Shared,0.020713,11800,507,239,982,True,False,False,Core,1,2,4,10.0,True,True,0.2511679,0.44324422,0.48665315,True,0.0,0
27000.0,True,False,True,True,1,74628.0,5443.65,Relative,Commercial,2.0,M,False,CL,Home,0.009334,16125,5637,7026,4730,True,False,False,Managers,3,2,3,12.0,True,True,0.6340938,0.81857574,0.3217353,True,0.0,0
8100.0,False,False,True,True,1,57362.85,2443.5,Alone,Service,1.0,M,False,CL,Home,0.020713,12260,1318,115,2935,True,False,False,Sales,3,3,1,8.0,True,True,0.2863909,0.40609875,0.6512602,True,7.0,0
17550.0,True,False,True,False,2,164964.6,4740.75,Relative,Govt Job,2.0,M,False,CL,Home,0.04622,10696,112,812,1918,True,True,False,Secretaries,4,1,0,13.0,True,True,0.38511354,0.75413865,0.43473324,True,0.0,0
27000.0,True,True,False,True,0,81000.0,4050.0,Alone,Commercial,2.0,S,False,RL,Home,0.0228,15176,1602,1626,4138,True,False,False,Core,1,2,6,13.0,True,True,0.61632466,0.6963578,0.45789954,True,1.0,0
13500.0,True,False,False,True,2,22500.0,1125.0,Alone,Commercial,1.0,M,False,RL,Home,0.005313,13188,1934,6418,4303,True,True,False,Core,4,2,2,16.0,True,True,0.5263423,0.6856335,0.31859553,True,0.0,0
33750.0,False,False,True,True,1,42750.0,2195.55,Alone,nan,2.0,W,False,CL,Shared,0.04622,15892,2542,7126,4917,True,False,False,Laborers,2,1,5,11.0,True,True,0.54308116,0.72975624,0.5406544,True,2.0,0
15750.0,False,False,True,True,0,19782.0,1705.05,Alone,Service,1.0,S,False,CL,Home,0.030755,18809,1041,6927,2348,True,False,False,Laborers,1,2,5,17.0,True,True,0.79844254,0.6873513,0.38591468,True,2.0,0
33750.0,False,False,True,True,0,202472.1,8259.3,Alone,Service,2.0,S,False,CL,Home,0.010032,9733,309,4257,772,True,False,False,Core,1,2,3,9.0,True,True,0.22895376,0.6413243,0.12373532,True,0.0,0
13500.0,False,True,True,True,0,54504.0,3548.7,Alone,Service,1.0,M,False,CL,Family,0.028663,17563,212,5105,1120,True,False,False,Managers,2,2,5,9.0,True,True,0.7333497,0.5583401,0.37233368,True,2.0,0
25650.0,True,False,False,True,0,59256.0,3227.4,Alone,Commercial,2.0,S,False,CL,Family,0.006008,10404,524,4676,3038,True,False,True,Sales,1,2,5,18.0,True,True,0.2383498,0.64332384,0.7151031,True,0.0,0
22500.0,True,True,True,False,2,54000.0,2700.0,Alone,Govt Job,2.0,M,False,RL,Office,0.001417,14389,705,407,5454,True,False,False,Core,4,2,3,13.0,True,True,0.620663,0.45823395,0.6212263,True,0.0,0
15750.0,False,False,True,True,1,48117.6,2623.05,Alone,Service,1.0,M,False,CL,Home,0.009657,10268,843,2789,1696,True,False,False,Managers,3,2,5,9.0,True,True,0.2057095,0.09269409,0.09141199,True,7.0,0
11250.0,True,True,False,False,0,72000.0,2854.8,Alone,Govt Job,1.0,M,False,CL,Home,0.031329,19882,3180,3583,3429,True,True,True,High skill tech,2,2,2,10.0,True,True,0.6603527,0.70100284,0.6848277,True,0.0,0
17100.0,False,False,True,False,1,36000.0,1876.95,Alone,Service,2.0,M,False,CL,Home,0.005002,15369,1070,123,575,True,False,False,Managers,3,3,4,11.0,True,True,0.53943115,0.55237865,0.2940831,True,0.0,0
33750.0,False,True,True,True,2,63000.0,4990.5,Relative,Service,1.0,M,False,CL,Home,0.026392,10997,2603,1007,3377,True,False,True,Core,4,2,1,10.0,True,True,0.41200742,0.6433991,0.8128226,True,2.0,1
24750.0,True,True,False,True,1,83538.0,4032.0,Alone,Service,1.0,M,False,CL,Home,0.008019,15674,2675,9807,4201,True,False,False,Drivers,3,2,2,10.0,True,True,0.27452093,0.48542035,0.44361532,True,4.0,0
13500.0,False,False,True,True,2,106202.7,3118.05,Alone,Service,2.0,M,False,CL,Home,0.020713,15765,920,5008,3768,True,False,True,Accountants,4,2,5,9.0,True,True,0.6401471,0.48678055,0.5531647,True,1.0,0
22500.0,False,False,True,True,0,115522.65,3830.85,Alone,Service,2.0,M,False,CL,Home,0.005144,13820,3107,7140,5114,True,False,False,High skill tech,2,2,5,9.0,True,True,0.74717015,0.5992677,0.68326885,True,3.0,0
11250.0,False,False,True,True,1,16961.4,878.85,Relative,Govt Job,2.0,M,False,CL,Home,0.01885,15611,1737,9560,4807,True,False,False,Managers,3,2,3,13.0,True,True,0.76201195,0.6409419,0.6690567,True,2.0,0
11250.0,False,False,False,True,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.018634,9794,754,9794,2238,True,True,False,Cleaning,3,2,4,15.0,True,True,0.31942764,0.08232265,0.43473324,True,4.0,1
13500.0,False,False,False,True,0,72000.0,2118.15,Alone,Service,1.0,M,False,CL,Home,0.020246,19020,2221,4917,2502,True,True,True,Managers,2,3,1,8.0,True,True,0.68165433,0.51622194,0.7530674,True,0.0,0
15750.0,False,False,False,True,1,7675.2,827.1,Alone,Service,1.0,S,False,CL,Home,0.01452,15343,7485,2781,4748,True,True,True,Laborers,2,2,4,9.0,True,True,0.20468448,0.6879947,0.4311918,True,1.0,0
20250.0,False,True,False,False,0,52650.0,2039.85,Alone,Service,2.0,M,False,CL,Home,0.01452,11050,722,7018,3437,True,False,False,Sales,2,2,2,11.0,True,True,0.67276233,0.64324856,0.23791608,True,3.0,0
18000.0,False,True,True,True,1,48626.55,3323.7,Alone,Commercial,2.0,M,False,CL,Family,0.072508,12849,923,3927,4143,True,True,True,Drivers,3,1,2,18.0,True,True,0.47438183,0.7015251,0.20559815,True,5.0,0
14850.0,True,False,False,False,0,52128.0,3163.05,Others,Service,1.0,M,False,CL,Home,0.00496,14813,1282,676,3542,True,False,False,Cooking,2,2,6,16.0,True,True,0.5969745,0.76086664,0.59892625,True,1.0,0
18000.0,False,False,False,False,0,119974.95,6107.4,Alone,Commercial,1.0,M,False,CL,Home,0.006233,14652,3348,8721,3812,True,False,False,Laborers,2,2,5,10.0,True,True,0.6617253,0.510311,0.66745776,True,0.0,0
27000.0,False,False,True,False,0,50849.55,2446.2,Relative,Commercial,2.0,S,False,CL,Municipal,0.02461,18884,4738,12997,2349,True,False,False,Accountants,1,2,1,17.0,True,True,0.7249692,0.7299373,0.344155,True,5.0,0
9000.0,False,False,True,False,2,43603.2,1334.7,Alone,Service,2.0,M,False,CL,Home,0.008866,12318,1714,743,3779,True,False,False,Drivers,4,2,0,11.0,True,True,0.33992207,0.27421954,0.61782616,True,0.0,0
22500.0,False,False,False,False,0,111313.35,3267.45,Alone,Service,1.0,M,False,CL,Home,0.009175,17774,1840,5572,1330,True,False,True,Private service,2,2,5,11.0,True,True,0.7946348,0.5409662,0.7463002,True,4.0,0
31500.0,True,False,True,True,0,54449.1,2122.65,Alone,Commercial,1.0,M,False,CL,Home,0.011703,14096,1601,6301,3872,True,False,True,Drivers,2,2,4,14.0,True,True,0.2635103,0.7184735,0.1585549,True,0.0,0
12150.0,False,False,True,True,1,112500.0,3289.5,Alone,Service,2.0,M,False,CL,Home,0.028663,14365,529,1548,4328,True,True,True,Accountants,3,2,5,7.0,True,True,0.48632708,0.65046656,0.19747451,True,1.0,0
12600.0,False,True,True,False,0,27000.0,1549.8,Alone,Service,2.0,M,False,CL,Home,0.019689,16083,1889,3806,5067,True,True,True,Accountants,2,2,1,13.0,True,True,0.73751014,0.6118029,0.13012855,True,4.0,0
9000.0,False,False,True,False,2,32702.4,2102.85,Relative,Service,1.0,M,False,CL,Home,0.008019,10531,888,4810,2584,True,False,True,Sales,4,2,2,10.0,True,True,0.34197783,0.42643592,0.45253357,True,2.0,0
19350.0,True,False,False,True,2,75519.0,3645.9,Alone,Commercial,2.0,M,False,CL,Home,0.0228,14260,3039,6836,5041,True,False,True,Core,4,2,6,13.0,True,True,0.58325106,0.5486667,0.46686402,True,0.0,0
7650.0,False,False,True,False,0,52649.1,1903.95,Alone,Commercial,1.0,S,False,CL,Home,0.04622,15775,4246,2764,4613,True,True,True,Laborers,1,1,0,11.0,True,True,0.58966523,0.7782829,0.7136314,True,0.0,0
18900.0,False,False,False,False,0,28440.0,1601.1,Alone,Commercial,2.0,W,False,CL,Municipal,0.032561,24026,6768,10730,2539,True,False,False,Managers,1,1,2,15.0,True,True,0.8028668,0.72115934,0.33125088,True,1.0,0
54000.0,True,False,True,False,2,84150.0,4296.6,Alone,Service,1.0,M,False,CL,Home,0.030755,15397,949,174,3504,True,False,False,Sales,4,2,3,15.0,True,True,0.63364047,0.45635077,0.11911906,True,2.0,1
13500.0,True,False,False,True,1,9900.0,1050.3,Alone,Service,2.0,M,False,CL,Home,0.028663,12461,370,1443,4313,True,False,True,Laborers,3,2,3,13.0,True,True,0.5236353,0.67241865,0.33125088,True,4.0,0
9450.0,False,False,False,False,1,24458.4,1605.15,Alone,Service,1.0,M,False,CL,Municipal,0.003818,10766,683,268,3451,True,False,False,Laborers,3,2,5,8.0,True,True,0.2928359,0.2138122,0.6722429,True,2.0,0
27000.0,True,False,True,True,1,65250.0,4360.5,Alone,Service,2.0,S,False,CL,Home,0.028663,10961,3412,17,2284,True,False,True,Accountants,2,2,5,11.0,True,True,0.41290283,0.45510867,0.24585122,True,0.0,0
54000.0,False,True,True,False,1,54000.0,2700.0,Alone,Commercial,2.0,M,False,RL,Home,0.072508,11560,1928,358,3968,True,False,False,Managers,3,1,3,16.0,True,True,0.35805798,0.7521751,0.6212263,True,0.0,0
29250.0,False,True,False,True,0,119182.5,11623.5,Alone,Service,1.0,M,False,CL,Home,0.008019,19117,257,5164,2639,True,False,False,Sales,2,2,3,14.0,True,True,0.68607074,0.7521873,0.38079968,True,6.0,0
29250.0,False,True,True,True,0,64704.6,1719.9,Alone,Commercial,2.0,M,False,CL,Home,0.072508,18321,4131,12457,1864,True,False,True,Managers,2,1,6,16.0,True,True,0.67652065,0.752904,0.6127042,True,4.0,0
18000.0,True,False,False,True,1,96655.5,5162.85,Relative,Service,2.0,S,False,CL,Home,0.02461,11081,1623,4529,3417,True,False,False,Core,2,2,3,18.0,True,True,0.62462366,0.44476655,0.3944954,True,1.0,0
9000.0,False,False,True,True,0,49535.1,2651.85,Alone,Service,1.0,M,False,CL,Home,0.019101,16745,3253,7993,281,True,False,False,Cleaning,2,2,4,16.0,True,True,0.61885905,0.68061596,0.26504943,True,3.0,0
72000.0,True,False,False,True,0,192830.4,7159.05,Alone,Commercial,2.0,M,False,CL,Home,0.011703,14418,2289,5268,4071,True,False,False,Managers,2,2,1,15.0,True,True,0.4136916,0.72546566,0.27356467,True,1.0,0
15750.0,False,True,True,False,0,41605.2,1274.4,Alone,Commercial,1.0,M,False,CL,Home,0.010966,16544,1201,1029,101,True,False,False,Sales,2,2,3,13.0,True,True,0.6441892,0.71436405,0.26504943,True,5.0,0
15750.0,True,True,True,True,0,43586.1,4707.0,Alone,Service,2.0,M,False,CL,Home,0.007114,11494,2241,2661,981,True,False,True,Sales,2,2,6,15.0,True,True,0.6877342,0.6045075,0.6956219,True,0.0,0
31500.0,False,False,True,True,0,128079.45,4034.7,Partner,Commercial,1.0,M,False,CL,Home,0.04622,17416,3923,11444,951,True,False,True,Laborers,2,1,4,16.0,True,True,0.79415697,0.7358107,0.7463002,True,3.0,0
18000.0,True,True,True,True,1,51241.05,3287.7,Alone,Service,1.0,M,False,CL,Home,0.020246,18392,5637,6747,1948,True,False,False,Laborers,3,3,3,11.0,True,True,0.38402566,0.6388205,0.6512602,True,5.0,0
31500.0,True,False,False,True,0,135000.0,3960.45,Alone,Service,2.0,M,False,CL,Home,0.008575,10615,1496,2119,587,True,False,False,Sales,2,2,3,14.0,True,True,0.13706234,0.3241739,0.48665315,True,1.0,0
22500.0,False,False,True,True,0,54504.0,2553.75,Alone,Commercial,1.0,M,False,CL,Home,0.010643,10882,1295,10819,271,True,False,False,Sales,2,2,2,14.0,True,True,0.18521301,0.71534914,0.50468135,True,0.0,0
42750.0,True,False,True,True,0,103068.0,6599.7,Alone,Commercial,1.0,D,False,CL,Home,0.04622,15725,3396,9722,4583,True,False,False,Managers,1,1,1,18.0,True,True,0.8125954,0.7831793,0.51729655,True,5.0,0
13500.0,True,True,False,False,0,7641.0,835.65,Relative,nan,1.0,M,False,CL,Home,0.00963,11694,4080,5023,2790,True,False,True,Laborers,2,2,0,12.0,True,True,0.42423514,0.7180443,0.40487838,True,0.0,0
27000.0,False,False,True,False,0,148323.16,5155.65,Alone,Service,1.0,M,False,CL,Home,0.008019,13465,359,2344,4019,True,False,False,Laborers,2,2,3,19.0,True,True,0.6047334,0.5271293,0.4650692,True,1.0,0
9000.0,True,False,True,False,1,35532.0,3514.05,Alone,Service,1.0,M,False,CL,Home,0.019689,12781,532,6674,2189,True,True,True,Core,3,2,2,15.0,True,True,0.5491744,0.47387207,0.6738301,True,1.0,0
13500.0,False,True,False,False,0,197107.2,6851.25,Alone,Service,1.0,M,False,CL,Home,0.010643,13517,1638,3662,3037,True,True,True,Laborers,2,2,4,18.0,True,True,0.36378515,0.6026867,0.4740513,True,0.0,0
6750.0,False,False,False,False,0,27252.0,1479.15,Alone,Service,1.0,M,False,CL,Home,0.015221,8759,588,1231,1394,True,False,False,Sales,2,2,4,12.0,True,True,0.46589997,0.35096514,0.18738876,True,7.0,0
15750.0,True,True,False,True,0,45000.0,2250.0,Alone,Commercial,2.0,S,False,RL,Home,0.04622,17069,1319,2222,606,True,False,True,Laborers,1,1,5,11.0,True,True,0.7971549,0.58817,0.80274546,True,0.0,0
24750.0,True,False,False,False,0,50849.55,2596.05,Alone,Service,1.0,M,False,CL,Rental,0.00702,10905,2518,4319,2226,True,True,False,Laborers,2,2,2,19.0,True,True,0.30691993,0.44615483,0.3409064,True,3.0,0
13500.0,False,True,False,True,0,40500.0,2025.0,Alone,Service,1.0,M,False,RL,Home,0.035792,11781,506,5866,2626,True,False,True,Sales,2,2,5,11.0,True,True,0.120291315,0.71070015,0.7252764,True,0.0,0
33750.0,False,True,True,True,0,90000.0,4595.4,Alone,Service,1.0,S,False,CL,Home,0.072508,16717,1267,9227,267,True,False,False,High skill tech,1,1,6,15.0,True,True,0.53724086,0.59608644,0.56737924,True,4.0,0
12600.0,False,True,True,True,0,13500.0,675.0,Alone,Service,2.0,M,False,RL,Home,0.018634,11566,569,9443,3772,True,True,True,Sales,2,2,2,16.0,True,True,0.3089469,0.5979752,0.10411992,True,0.0,0
18000.0,True,True,True,False,1,30220.65,1652.4,Alone,Service,1.0,M,False,CL,Home,0.011657,11014,170,5872,976,True,False,False,Drivers,3,1,4,18.0,True,True,0.21870902,0.7104303,0.69409263,True,0.0,0
13500.0,False,False,False,True,2,20376.0,1917.9,Alone,Commercial,1.0,M,False,CL,Home,0.011703,9791,654,141,2251,True,False,False,Laborers,4,2,1,11.0,True,True,0.7072841,0.6912011,0.63970757,True,2.0,0
27000.0,True,False,True,False,1,129350.25,3556.8,Alone,Govt Job,2.0,M,False,CL,Home,0.018634,11208,461,1129,2662,True,False,False,Core,3,2,6,10.0,True,True,0.7785989,0.6041101,0.75839305,True,4.0,0
13950.0,False,True,False,False,0,23985.0,2712.6,Alone,Service,2.0,S,False,CL,Home,0.008019,13469,543,6871,4234,True,True,False,Accountants,1,2,2,10.0,True,True,0.60998225,0.65250224,0.23272477,True,0.0,0
31500.0,True,False,True,True,0,67500.0,4142.7,Alone,Service,2.0,M,False,CL,Home,0.025164,14513,597,223,3176,True,False,False,Drivers,2,2,1,9.0,True,True,0.38057932,0.5199673,0.2009261,True,2.0,0
9000.0,False,False,True,True,0,55527.3,1804.05,Relative,Service,1.0,M,False,CL,Home,0.011703,18694,5247,12823,2226,True,False,False,Cleaning,2,2,3,17.0,True,True,0.8012262,0.72286665,0.59197664,True,0.0,0
22500.0,True,False,False,True,2,47250.0,4961.7,Alone,Service,1.0,M,False,CL,Home,0.072508,12438,1967,3660,4228,True,True,True,Laborers,4,1,4,12.0,True,True,0.80917275,0.6999568,0.7281413,True,2.0,0
15750.0,True,False,False,False,0,67384.8,1790.55,Partner,Service,1.0,M,False,CL,Home,0.009334,9543,648,614,1979,True,False,False,Laborers,2,2,2,12.0,True,True,0.2664007,0.48453552,0.26224896,True,2.0,0
13500.0,True,True,True,False,0,18000.0,875.25,Alone,Commercial,1.0,M,False,CL,Home,0.019101,10910,2349,4796,3507,True,True,False,Laborers,2,2,3,20.0,True,True,0.2307658,0.5825281,0.3825018,True,1.0,0
29250.0,False,True,False,True,1,53249.4,3888.0,Alone,Commercial,2.0,M,False,CL,Home,0.072508,12798,1448,6869,2002,True,False,True,Core,3,1,4,18.0,True,True,0.52670366,0.7434494,0.4740513,True,2.0,0
18000.0,True,False,True,True,1,54000.0,2700.0,Alone,Service,2.0,M,False,RL,Home,0.007114,14797,7670,8848,5908,True,False,False,Core,3,2,5,9.0,True,True,0.72831225,0.15951206,0.70470643,True,3.0,0
9900.0,True,True,False,True,1,21564.0,1142.1,Alone,Service,1.0,M,False,CL,Home,0.01452,11896,1390,398,2835,True,True,True,Sales,3,2,5,9.0,True,True,0.5151712,0.6767486,0.508287,True,3.0,0
16290.0,False,False,False,False,0,60415.2,2395.8,Alone,Govt Job,1.0,M,False,CL,Home,0.01885,20214,362,8967,3695,True,False,True,Accountants,2,2,3,19.0,True,True,0.76856124,0.66170084,0.6463299,True,1.0,0
18000.0,False,True,True,True,0,30150.0,1844.55,Alone,Service,2.0,S,False,CL,Home,0.010643,8862,716,8468,1526,True,False,False,Laborers,1,2,3,15.0,True,True,0.43608454,0.58859366,0.19294223,True,5.0,0
18000.0,True,False,True,True,0,27000.0,1350.0,Alone,Commercial,1.0,M,False,RL,Home,0.025164,14666,2628,854,4239,True,False,False,Laborers,2,2,2,15.0,True,True,0.424883,0.582544,0.17982176,True,0.0,0
42750.0,True,True,False,True,0,175500.0,6100.2,Relative,Service,2.0,M,False,CL,Home,0.003541,14490,967,905,2957,True,False,False,IT,2,1,0,10.0,True,True,0.7045204,0.7562772,0.5902333,True,2.0,0
13500.0,False,False,True,False,0,55335.15,2674.8,Relative,Service,1.0,M,False,CL,Home,0.02461,9815,2937,4300,2365,True,False,False,Sales,2,2,4,18.0,True,True,0.24282005,0.7434327,0.6528965,True,0.0,0
15750.0,False,False,False,False,0,29851.2,1922.4,Alone,Service,1.0,M,False,CL,Home,0.008019,10978,1572,4905,3285,True,True,False,Laborers,2,2,0,11.0,True,True,0.41126025,0.14507541,0.7463002,True,1.0,1
15750.0,False,False,True,True,0,128835.0,4169.25,Alone,Commercial,1.0,M,False,CL,Home,0.00702,17575,171,7149,1135,True,False,False,Drivers,2,2,0,11.0,True,True,0.6355529,0.40942568,0.63470554,True,0.0,0
9000.0,False,False,False,True,1,11992.5,1365.75,Relative,nan,1.0,M,False,CL,Home,0.00702,13656,2877,7730,5242,True,False,False,Sales,3,2,4,11.0,True,True,0.3536409,0.5478164,0.73381454,True,0.0,0
11250.0,True,False,True,True,0,13923.0,1207.8,Alone,Service,1.0,S,False,CL,Home,0.010032,16975,2504,6617,476,True,False,True,Laborers,1,2,5,7.0,True,True,0.42394152,0.3709461,0.66263777,True,4.0,0
14400.0,False,False,False,False,3,52128.0,3720.15,Alone,Commercial,2.0,M,False,CL,Home,0.00496,12335,945,5491,3448,True,False,False,Sales,5,2,2,12.0,True,True,0.34682173,0.64032775,0.6785677,True,1.0,0
15750.0,False,False,False,False,1,122301.0,4850.1,Alone,Commercial,2.0,M,False,CL,Home,0.010006,10226,931,911,2884,True,False,False,Laborers,3,2,2,12.0,True,True,0.3281482,0.42000374,0.64136827,True,1.0,0
13500.0,False,False,True,False,1,48486.15,3111.75,Alone,Service,2.0,S,False,CL,Family,0.019101,14823,2181,558,4235,True,False,False,Private service,2,2,2,15.0,True,True,0.4103146,0.52300674,0.25946766,True,0.0,0
27000.0,False,False,False,True,1,185273.1,4900.5,Relative,Commercial,1.0,M,False,CL,Home,0.032561,16562,151,4498,93,True,False,False,Sales,3,1,6,16.0,True,True,0.74926835,0.66325575,0.53707,True,2.0,0
15750.0,False,False,False,True,2,135000.0,5733.0,Others,Service,1.0,M,False,CL,Home,0.04622,10276,1303,4780,2658,True,True,True,Sales,4,1,4,16.0,True,True,0.18537848,0.6717536,0.7862666,True,0.0,0
15750.0,True,True,True,False,0,53923.05,3271.5,Alone,Service,1.0,S,False,CL,Family,0.010006,10601,542,1806,3257,True,False,True,Laborers,1,1,4,12.0,True,True,0.15337236,0.55551255,0.48665315,True,2.0,0
29250.0,True,True,True,False,0,132547.5,5616.0,Alone,Service,1.0,M,False,CL,Municipal,0.072508,18606,11683,9691,2159,True,False,False,Drivers,2,1,5,11.0,True,True,0.7688991,0.74668914,0.66263777,True,3.0,0
12600.0,False,False,True,True,0,32400.0,2370.6,Alone,Govt Job,1.0,M,False,CL,Home,0.015221,14813,2567,2818,4531,True,False,False,Accountants,2,2,0,8.0,True,True,0.6489623,0.51621103,0.2636468,True,8.0,0
11250.0,True,True,False,True,0,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.020246,14823,1463,3115,5626,True,False,True,Drivers,2,3,3,11.0,True,True,0.51954585,0.34105903,0.56737924,True,1.0,0
22500.0,True,False,True,False,2,67500.0,3247.2,Alone,Commercial,1.0,M,False,CL,Home,0.035792,11700,2248,4875,1714,True,True,True,Core,4,2,2,15.0,True,True,0.5405839,0.5606414,0.23922628,True,2.0,0
11700.0,False,False,True,True,0,54504.0,2553.75,Alone,Commercial,2.0,M,False,CL,Home,0.02461,9476,315,4123,2114,True,False,False,Sales,2,2,2,11.0,True,True,0.09009426,0.047065333,0.044130314,True,0.0,1
14850.0,True,True,True,False,1,94230.0,3664.35,Alone,Commercial,1.0,M,False,CL,Municipal,0.032561,13239,1024,2419,377,True,False,True,High skill tech,3,1,2,13.0,True,True,0.52069753,0.6543494,0.42236966,True,2.0,0
11250.0,False,False,False,True,1,11206.8,729.45,Alone,Service,1.0,M,False,CL,Home,0.010032,13541,122,5040,4853,True,False,False,Core,3,2,5,7.0,True,True,0.4973112,0.59040344,0.5208976,True,2.0,0
15750.0,False,False,False,True,2,33163.2,3935.7,Alone,Commercial,2.0,M,False,CL,Home,0.008068,11718,667,6062,162,True,False,False,Realty agents,4,3,4,9.0,True,True,0.37478286,0.6642514,0.6430256,True,2.0,0
13500.0,False,False,True,True,0,21358.8,1131.3,Alone,Service,1.0,S,False,CL,Home,0.020713,10430,286,3928,2602,True,False,False,Laborers,1,2,4,13.0,True,True,0.1669006,0.37411526,0.81061804,True,0.0,0
15750.0,True,True,False,True,1,17790.3,1342.8,Relative,Service,1.0,W,False,CL,Home,0.016612,13112,3202,356,1835,True,False,False,Core,2,2,4,10.0,True,True,0.37723014,0.76906735,0.6594055,True,2.0,0
15233.4,False,False,False,False,1,26550.0,1024.2,Alone,Service,1.0,D,False,CL,Home,0.026392,12003,3306,2002,4359,True,False,True,Medicine,2,2,2,16.0,True,True,0.46294934,0.6251609,0.14554282,True,3.0,0
11250.0,False,False,True,False,1,45000.0,3555.45,Alone,Commercial,0.0,M,False,CL,Municipal,0.011703,10181,572,10181,2837,True,True,True,Sales,3,2,6,13.0,True,True,0.3334707,0.5397496,0.5797274,True,1.0,1
18000.0,False,True,False,True,0,109602.0,5272.65,Relative,Commercial,1.0,M,False,CL,Home,0.02461,13160,3310,7279,4593,True,False,False,Laborers,2,2,5,18.0,True,True,0.399425,0.7227615,0.6690567,True,1.0,0
16200.0,True,False,True,True,3,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.01885,13823,829,1323,2381,True,False,False,Accountants,5,2,5,14.0,True,True,0.4475265,0.6536467,0.6738301,True,0.0,0
24750.0,True,False,True,True,0,59412.15,3235.95,Relative,Service,1.0,M,False,CL,Home,0.010006,11286,3023,1262,3763,True,False,False,Laborers,2,2,0,8.0,True,True,0.2669037,0.31779698,0.2851799,True,0.0,1
11250.0,True,False,True,True,2,4950.0,532.8,Relative,Service,1.0,M,False,CL,Home,0.028663,14991,7242,1807,4688,True,False,False,Laborers,4,2,3,9.0,True,True,0.6282106,0.3208484,0.723837,True,4.0,0
9000.0,True,False,True,True,2,49752.0,3252.15,Alone,Service,1.0,M,False,CL,Home,0.00496,11693,1620,314,3807,True,False,False,Laborers,4,2,4,10.0,True,True,0.25139904,0.1517039,0.60238636,True,0.0,0
13500.0,True,False,False,False,0,47250.0,4616.1,Relative,Service,2.0,M,False,CL,Home,0.016612,13189,1164,930,3869,True,False,True,Laborers,2,2,0,12.0,True,True,0.7550193,0.38119745,0.41010258,True,0.0,0
20250.0,True,False,False,True,0,78192.0,2596.95,Alone,Service,1.0,M,False,CL,Home,0.0105,17873,1095,5196,1407,True,False,False,Medicine,2,3,2,10.0,True,True,0.7044063,0.3370749,0.66263777,True,6.0,0
12600.0,False,True,False,False,0,31410.0,1176.75,Alone,Service,2.0,S,False,CL,Home,0.02461,10126,2676,714,2801,True,False,False,High skill tech,1,2,2,12.0,True,True,0.28272337,0.6682871,0.66102356,True,0.0,0
15750.0,False,True,True,False,1,32421.6,2084.85,Alone,Govt Job,2.0,M,False,CL,Home,0.035792,14863,3115,1688,2395,True,False,False,Core,3,2,5,13.0,True,True,0.30994424,0.57815033,0.5726825,True,0.0,0
24750.0,False,False,True,False,2,67950.0,2891.7,Alone,nan,2.0,D,False,CL,Home,0.018029,11174,2164,3596,3626,True,False,True,Managers,3,2,1,5.0,True,True,0.15681946,0.48546404,0.5226973,True,5.0,0
6750.0,False,True,False,False,0,45000.0,2097.9,Alone,Service,1.0,M,False,CL,Family,0.007114,10537,809,1752,1847,True,False,True,Laborers,2,2,2,19.0,True,True,0.46478054,0.26504755,0.039237715,True,7.0,1
9000.0,False,False,True,False,2,31276.8,2469.15,Relative,Govt Job,2.0,M,False,CL,Home,0.003069,11390,2101,701,2168,True,False,False,Core,4,3,2,15.0,True,True,0.7455822,0.4119449,0.75440615,True,1.0,0
13500.0,False,False,False,True,1,17829.0,1023.3,Alone,Govt Job,1.0,M,False,CL,Home,0.018209,10418,780,5042,1070,True,False,True,Core,3,3,4,12.0,True,True,0.34369653,0.44022974,0.21035023,True,0.0,0
6750.0,False,False,True,False,1,67950.0,2258.55,Relative,Service,1.0,M,False,CL,Municipal,0.030755,13856,451,7496,4501,True,False,False,High skill tech,3,2,2,16.0,True,True,0.74460846,0.497017,0.33285058,True,0.0,0
33750.0,False,False,False,False,0,90000.0,3348.45,Alone,Service,2.0,M,False,CL,Home,0.026392,11772,3455,5910,4152,True,False,False,Managers,2,2,4,17.0,True,True,0.16136259,0.2382817,0.36896873,True,1.0,0
11250.0,False,True,False,True,1,28887.3,1089.0,Alone,Service,2.0,M,False,CL,Home,0.010147,12384,1053,9083,999,True,False,False,Medicine,3,2,2,12.0,True,True,0.62847483,0.75804234,0.69255906,True,1.0,0
18000.0,False,True,False,True,0,28856.25,3437.55,Alone,Commercial,1.0,M,False,CL,Home,0.01885,15759,2977,2948,2982,True,False,False,Laborers,2,2,3,12.0,True,True,0.2298554,0.6608682,0.11247435,True,2.0,0
22500.0,True,True,True,False,0,96436.8,5151.15,Alone,Service,2.0,W,False,CL,Home,0.04622,16251,857,1980,1979,True,False,False,Laborers,1,1,3,10.0,True,True,0.73695874,0.6518474,0.73381454,True,4.0,0
20700.0,True,True,True,False,0,112500.0,3289.5,Alone,Service,1.0,D,False,CL,Home,0.025164,11357,256,2728,3089,True,True,False,Medicine,1,2,5,16.0,True,True,0.24105296,0.62580633,0.30010775,True,1.0,0
15750.0,True,True,True,True,0,51750.0,1364.85,Alone,Commercial,2.0,S,False,CL,Home,0.072508,13975,5591,8016,1976,True,False,False,Core,1,1,5,19.0,True,True,0.3109623,0.70651454,0.5190973,True,2.0,0
15750.0,False,True,False,True,0,45238.5,2903.85,Alone,Service,1.0,M,False,CL,Home,0.01885,18213,7945,3371,1740,True,False,True,Drivers,2,2,6,14.0,True,True,0.7197929,0.78127575,0.7032033,True,6.0,0
31500.0,False,False,False,True,0,100692.0,4006.35,Alone,nan,2.0,M,False,CL,Home,0.032561,13360,1140,7336,3951,True,False,False,Managers,2,1,1,19.0,True,True,0.83984256,0.64799654,0.67065173,True,1.0,0
13500.0,True,False,False,True,0,128835.0,3780.0,Alone,Commercial,1.0,M,False,CL,Home,0.025164,18957,1394,1644,1644,True,False,True,Drivers,2,2,3,9.0,True,True,0.3395592,0.52555376,0.2301589,True,1.0,0
11700.0,False,True,True,True,1,137937.6,4045.95,Alone,Service,1.0,S,False,CL,Family,0.018634,13589,3790,7419,4391,True,False,False,Core,2,2,0,16.0,True,True,0.7599153,0.54632634,0.5620605,True,4.0,0
20250.0,False,False,True,True,0,49500.0,1609.65,Alone,Service,0.0,S,False,CL,Home,0.010032,15796,499,890,416,True,True,True,High skill tech,1,2,5,10.0,True,True,0.352482,0.39653695,0.24853556,True,0.0,0
18000.0,False,False,False,True,1,27000.0,1350.0,Alone,nan,2.0,M,False,RL,Home,0.04622,9236,2239,3997,1909,True,True,True,Core,3,1,4,13.0,True,True,0.1438408,0.62559634,0.42236966,True,2.0,0
4500.0,False,True,True,True,0,22500.0,1613.25,Alone,Service,1.0,M,False,CL,Home,0.010556,16056,1233,3691,4327,True,True,True,Laborers,2,3,4,15.0,True,True,0.675231,0.5734233,0.8128226,True,0.0,0
20250.0,False,False,False,True,0,24727.5,2268.0,Alone,Service,1.0,M,False,CL,Home,0.011657,17627,1782,2645,1159,True,False,True,Laborers,2,1,1,9.0,True,True,0.40501463,0.74117386,0.28078958,True,2.0,0
15750.0,True,False,True,True,0,54504.0,2664.0,Alone,Service,1.0,M,False,CL,Home,0.010966,14842,148,648,5381,True,False,False,Managers,2,2,1,15.0,True,True,0.59751034,0.7194323,0.5460232,True,1.0,0
18000.0,False,False,False,False,2,25470.0,2011.95,Alone,Service,1.0,M,False,CL,Home,0.006629,10595,1109,2101,1617,True,False,False,Laborers,4,2,3,6.0,True,True,0.33635324,0.5865588,0.61782616,True,4.0,0
27000.0,False,False,False,True,1,107820.0,3491.1,Alone,Commercial,1.0,M,False,CL,Home,0.0228,16926,2349,256,426,True,False,True,Drivers,3,2,3,10.0,True,True,0.56744576,0.3535647,0.75971216,True,3.0,0
20250.0,True,False,True,False,1,9950.4,1044.45,Alone,Govt Job,2.0,M,False,CL,Home,0.010032,14673,5558,8122,529,True,True,True,Core,3,2,6,4.0,True,True,0.39427093,0.52718925,0.6127042,True,7.0,0
18000.0,False,False,False,False,1,180000.0,6269.85,Alone,Service,1.0,M,False,CL,Home,0.025164,13247,818,6999,4529,True,True,True,Sales,3,2,4,15.0,True,True,0.61672586,0.65332484,0.6817059,True,3.0,0
20250.0,True,False,True,True,2,54504.0,2553.75,Alone,Service,2.0,M,False,CL,Office,0.022625,13073,1119,843,2700,True,False,False,Laborers,4,2,0,10.0,True,True,0.35743445,0.5183733,0.14375806,True,0.0,0
22500.0,True,False,True,True,2,34380.0,1685.25,Relative,Service,1.0,M,False,CL,Family,0.009175,12414,1903,241,2671,True,False,False,Managers,4,2,1,18.0,True,True,0.16268878,0.6858738,0.79813725,True,2.0,0
18000.0,True,False,False,False,2,72000.0,3253.5,Alone,Commercial,2.0,M,False,CL,Home,0.026392,13306,204,388,4346,True,False,False,Managers,4,2,5,19.0,True,True,0.43714127,0.7335772,0.45789954,True,4.0,0
27000.0,True,True,True,False,0,90000.0,4067.1,Alone,Commercial,1.0,M,False,CL,Home,0.072508,20776,2745,8284,4124,True,True,True,Managers,2,1,5,14.0,True,True,0.6094669,0.66652995,0.5884878,True,0.0,0
11250.0,False,True,True,False,0,26955.0,2129.4,Alone,Service,1.0,S,False,CL,Family,0.009175,10048,3289,953,2552,True,False,False,Laborers,1,2,3,15.0,True,True,0.17433217,0.6082342,0.3825018,True,0.0,0
7650.0,False,False,False,True,0,94342.5,2771.55,Alone,Service,1.0,M,False,CL,Home,0.025164,22719,1390,11580,4651,True,False,False,Security,2,2,0,11.0,True,True,0.8664891,0.75223213,0.7223929,True,0.0,0
11250.0,False,True,False,True,0,80865.0,2621.7,Relative,Service,1.0,M,False,CL,Home,0.007305,12413,2102,6540,2668,True,True,True,Sales,2,3,3,9.0,True,True,0.4447438,0.6040317,0.47944897,True,2.0,0
18000.0,False,True,False,True,0,66028.95,4708.8,Alone,Service,1.0,M,False,CL,Home,0.018029,18146,2581,698,1703,True,False,False,Sales,2,2,0,7.0,True,True,0.71287787,0.49346384,0.5478105,True,5.0,0
27000.0,False,False,True,True,0,65449.8,2505.6,Alone,Service,2.0,M,False,CL,Home,0.010032,17715,373,754,1266,True,False,False,Sales,2,2,2,7.0,True,True,0.80471814,0.6710058,0.46865967,True,0.0,0
13500.0,False,False,False,True,1,24161.85,2614.95,Alone,Service,2.0,M,False,CL,Home,0.006629,9426,1366,2918,100,True,False,False,Core,3,2,3,8.0,True,True,0.2460541,0.69831467,0.2608559,True,0.0,0
9000.0,True,False,True,True,1,29432.25,1536.75,Kids,Service,1.0,M,False,CL,Home,0.016612,10717,1564,4968,2905,True,False,False,Sales,3,2,2,10.0,True,True,0.44815823,0.50073445,0.4311918,True,0.0,0
10350.0,False,False,True,True,0,27627.75,1511.55,Alone,Service,1.0,S,False,CL,Family,0.031329,11317,643,5981,1446,True,False,False,Sales,1,2,1,9.0,True,True,0.32540235,0.654824,0.6722429,True,1.0,0
27000.0,False,True,True,True,0,90000.0,2631.6,Alone,Service,1.0,S,False,CL,Home,0.010006,8306,1038,2863,983,True,False,False,High skill tech,1,1,5,12.0,True,True,0.22829436,0.5903664,0.37910047,True,4.0,0
20250.0,True,True,False,True,2,153000.0,4049.1,Relative,Service,2.0,M,False,CL,Home,0.025164,13855,2894,3324,4426,True,False,False,Core,4,2,4,11.0,True,True,0.20801982,0.5841226,0.36061257,True,7.0,0
29250.0,True,False,True,True,0,62241.3,3190.95,Alone,Service,1.0,M,False,CL,Municipal,0.04622,18789,10746,9846,766,True,False,False,Laborers,2,1,6,16.0,True,True,0.51416874,0.7197103,0.157595,True,2.0,0
9000.0,False,True,True,True,2,15638.4,1655.1,Alone,Service,1.0,M,False,CL,Home,0.035792,14724,5292,666,5071,True,False,False,Medicine,4,2,0,10.0,True,True,0.43608236,0.7438996,0.74079907,True,1.0,0
13500.0,True,False,False,True,0,135000.0,5367.15,Alone,Service,2.0,M,False,CL,Home,0.018209,9822,910,4207,809,True,False,False,Sales,2,3,5,10.0,True,True,0.34980336,0.5357979,0.6785677,True,1.0,0
11250.0,False,False,False,False,0,22500.0,2544.75,Alone,Commercial,2.0,M,False,CL,Home,0.018634,19479,384,9698,2818,True,False,False,Laborers,2,2,1,18.0,True,True,0.80865765,0.5889749,0.3062023,True,2.0,0
9843.3,False,True,False,False,1,114750.0,2900.7,Alone,Govt Job,1.0,M,False,CL,Home,0.008474,13637,222,2423,4677,True,True,True,Medicine,3,2,3,14.0,True,True,0.68142986,0.43083814,0.7463002,True,0.0,0
9843.3,False,True,False,False,1,114750.0,2900.7,Alone,Govt Job,1.0,M,False,CL,Home,0.008474,13637,222,2423,4677,True,True,True,Medicine,3,2,3,14.0,True,True,0.68142986,0.43083814,0.7463002,True,0.0,0
22950.0,False,True,True,True,0,32702.4,2142.0,Alone,Service,2.0,M,False,CL,Home,0.032561,16732,1447,5491,209,True,False,False,Core,2,1,1,14.0,True,True,0.7283927,0.6284704,0.000527265,True,2.0,0
22500.0,True,True,False,True,1,102474.0,5245.2,Partner,Commercial,2.0,M,False,CL,Home,0.009334,13744,3585,12229,454,True,False,False,High skill tech,3,2,4,14.0,True,True,0.58387184,0.7037411,0.2525987,True,0.0,0
22500.0,False,False,True,True,0,87750.0,2830.5,Alone,Commercial,2.0,M,False,CL,Home,0.018209,12700,2036,191,390,True,False,False,Managers,2,3,6,7.0,True,True,0.47643206,0.47839376,0.32806316,True,0.0,0
49500.0,False,False,False,True,0,123317.55,8287.65,Alone,Commercial,1.0,M,False,CL,Home,0.04622,17027,279,11064,544,True,False,False,Drivers,2,1,6,17.0,True,True,0.7068044,0.737698,0.45074728,True,5.0,0
9000.0,False,False,False,True,3,89037.9,3211.2,Partner,Service,1.0,M,False,CL,Home,0.009549,14204,665,1058,6071,True,False,False,Sales,5,2,6,17.0,True,True,0.5695577,0.5547889,0.75440615,True,2.0,0
12150.0,False,False,False,True,1,104614.2,3071.7,Partner,Govt Job,2.0,M,False,CL,Home,0.022625,11113,1435,5664,3791,True,False,False,Core,3,2,6,16.0,True,True,0.32292163,0.6331455,0.7476634,True,0.0,0
36000.0,False,False,True,False,0,135000.0,6750.0,Alone,Commercial,2.0,M,False,RL,Home,0.072508,14979,1026,4954,3544,True,False,False,Managers,2,1,6,14.0,True,True,0.7152422,0.7251781,0.38762534,True,0.0,0
15750.0,True,False,False,True,1,36489.6,2481.3,Relative,Service,1.0,M,False,CL,Home,0.003541,8811,852,7933,1056,True,False,False,Laborers,3,1,1,15.0,True,True,0.16658129,0.030804832,0.20796417,True,1.0,0
21600.0,False,False,True,True,1,58280.4,3174.75,Alone,Service,1.0,M,False,CL,Home,0.018029,15887,2360,4936,5287,True,False,True,Laborers,3,2,4,4.0,True,True,0.34060466,0.5605875,0.6690567,True,0.0,0
9000.0,False,False,False,True,2,27000.0,1350.0,Alone,Service,1.0,S,False,RL,Home,0.007114,13818,5362,3368,4208,True,False,False,Sales,3,2,6,12.0,True,True,0.53574175,0.18021183,0.824595,True,0.0,0
36000.0,False,False,False,True,0,67500.0,3375.0,Alone,Service,2.0,S,False,RL,Home,0.072508,20287,2825,730,260,True,False,False,Private service,1,1,5,10.0,True,True,0.9127531,0.6573355,0.29109737,True,2.0,0
22500.0,True,True,False,True,1,107820.0,3833.1,Alone,Service,1.0,M,False,CL,Home,0.010643,11924,93,656,4137,True,False,False,High skill tech,3,2,3,16.0,True,True,0.7303957,0.6714063,0.10547318,True,0.0,0
9000.0,True,True,False,True,1,27494.1,2140.65,Alone,Commercial,2.0,M,False,CL,Home,0.009175,9844,2398,784,2529,True,False,False,Laborers,3,2,5,12.0,True,True,0.32452592,0.70891196,0.64136827,True,4.0,0
13500.0,False,True,False,False,6,47376.0,5102.1,Alone,Service,1.0,M,False,CL,Home,0.010643,12849,132,3634,3943,True,True,False,Sales,8,2,6,14.0,True,True,0.3840173,0.6117198,0.32965505,True,2.0,1
15750.0,False,False,True,True,1,31410.0,1657.35,Alone,Service,2.0,M,False,CL,Home,0.025164,12023,947,2629,2055,True,False,False,Accountants,3,2,2,14.0,True,True,0.7653636,0.6319358,0.000527265,True,2.0,0
13500.0,False,False,True,True,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.010032,9398,951,8571,1989,True,True,True,Sales,3,2,6,10.0,True,True,0.3392124,0.69214314,0.35233998,True,1.0,0
13500.0,True,False,False,True,0,49500.0,1930.95,Alone,Service,1.0,M,False,CL,Family,0.04622,8664,1150,4455,668,True,True,True,Core,2,1,6,13.0,True,True,0.12457813,0.387479,0.20677866,True,3.0,0
13500.0,False,True,True,True,0,22950.0,1826.1,Alone,Commercial,1.0,M,False,CL,Family,0.028663,10534,791,4760,1465,True,False,False,Laborers,2,2,5,14.0,True,True,0.2904619,0.4622158,0.6848277,True,3.0,0
15750.0,False,False,True,True,0,125640.0,3673.35,Alone,Service,1.0,M,False,CL,Home,0.019101,14732,2085,6408,3220,True,False,False,Laborers,2,2,2,13.0,True,True,0.5762799,0.6302354,0.69409263,True,1.0,0
18000.0,False,False,True,True,1,15357.6,1226.25,Alone,Service,2.0,M,False,CL,Home,0.00963,10060,377,4523,1505,True,False,False,Managers,3,2,4,14.0,True,True,0.38011682,0.42539862,0.2301589,True,1.0,0
18000.0,True,False,True,True,1,75519.0,3645.9,Alone,Service,1.0,M,False,CL,Home,0.031329,11962,763,778,3112,True,False,False,Drivers,3,2,2,8.0,True,True,0.115261525,0.73619735,0.32806316,True,2.0,1
9000.0,False,False,False,True,0,78713.1,4193.55,Alone,nan,1.0,M,False,CL,Home,0.018209,13504,1734,417,4740,True,True,True,Medicine,2,3,5,15.0,True,True,0.50881934,0.49984333,0.6058363,True,2.0,0
13500.0,False,False,True,False,0,92725.2,2670.3,Alone,Service,2.0,S,False,CL,Family,0.018801,8969,1189,7469,1641,True,False,False,Secretaries,1,2,2,15.0,True,True,0.5323918,0.48685703,0.77515525,True,0.0,0
18000.0,False,True,True,True,1,64692.0,1904.4,Alone,Service,1.0,S,False,CL,Home,0.006207,13620,1084,162,4543,True,False,False,Sales,2,2,3,17.0,True,True,0.5297061,0.49403778,0.45789954,True,2.0,0
18000.0,True,False,False,True,0,33750.0,1687.5,Alone,Service,1.0,M,False,RL,Home,0.020246,17332,1823,5181,762,True,False,False,Drivers,2,3,3,12.0,True,True,0.6858022,0.559941,0.34741822,True,4.0,0
31500.0,True,True,False,False,0,180000.0,5665.05,Alone,Service,1.0,M,False,CL,Home,0.022625,12599,4765,6565,3677,True,True,False,Managers,2,2,3,17.0,True,True,0.56128466,0.59163505,0.29859498,True,1.0,0
20250.0,False,True,True,True,0,81000.0,3444.75,Alone,Service,2.0,S,False,CL,Home,0.028663,11743,2453,627,1975,True,False,True,Secretaries,1,2,5,13.0,True,True,0.7370067,0.5124529,0.33445412,True,4.0,0
13500.0,False,True,True,False,0,26955.0,1628.55,Alone,Service,1.0,M,False,CL,Home,0.026392,12758,2494,1070,1937,True,True,False,Laborers,2,2,4,10.0,True,True,0.21634237,0.5865164,0.14464815,True,8.0,0
22500.0,True,False,False,True,2,54000.0,2700.0,Alone,Service,1.0,M,False,RL,Home,0.010006,15805,4263,2552,4116,True,False,False,Drivers,4,2,2,12.0,True,True,0.76250213,0.5547619,0.71949077,True,1.0,0
27000.0,True,True,False,False,0,180000.0,6269.85,Alone,Service,2.0,M,False,CL,Home,0.022625,17152,925,5390,684,True,False,True,Managers,2,2,5,9.0,True,True,0.87186384,0.60534894,0.3996756,True,2.0,0
29250.0,False,False,True,False,1,18000.0,900.0,Alone,Govt Job,1.0,S,False,RL,Home,0.006629,11403,452,3885,2884,True,False,False,Accountants,2,2,5,4.0,True,True,0.2756473,0.69257164,0.824595,True,1.0,0
38700.0,True,False,False,True,0,157500.0,6512.85,Alone,Commercial,1.0,M,False,CL,Home,0.018209,19986,8387,8366,3524,True,False,False,Laborers,2,3,6,9.0,True,True,0.46858004,0.55177844,0.6144144,True,0.0,0
18000.0,False,False,False,True,0,100811.7,3080.25,Alone,Govt Job,1.0,D,False,CL,Home,0.032561,20488,2291,6150,3902,True,False,True,Waiters/barmen,1,1,6,11.0,True,True,0.42767608,0.6613875,0.7223929,True,3.0,1
52200.0,True,True,True,True,0,74628.0,5909.4,Alone,Govt Job,2.0,M,False,CL,Home,0.072508,20715,504,11795,4027,True,False,True,Drivers,2,1,5,13.0,True,True,0.79314214,0.7672995,0.103449054,True,3.0,0
20250.0,True,True,False,True,0,111384.0,4732.2,Alone,Commercial,2.0,S,False,CL,Family,0.072508,14862,1027,178,5539,True,False,False,Managers,1,1,5,16.0,True,True,0.77912265,0.6649874,0.66585493,True,1.0,0
26100.0,True,True,True,False,0,111384.0,4371.3,Alone,Service,1.0,M,False,CL,Home,0.035792,13267,1176,1766,4109,True,True,True,Managers,2,2,6,14.0,True,True,0.3344479,0.60227823,0.3656165,True,0.0,1
18900.0,True,False,True,False,0,67500.0,3247.2,Alone,Service,2.0,M,False,CL,Home,0.019689,11462,1339,700,574,True,False,False,High skill tech,2,2,2,11.0,True,True,0.5871669,0.805842,0.4614824,True,4.0,0
22500.0,True,False,True,False,1,172422.0,5054.4,Alone,nan,1.0,M,False,CL,Home,0.020713,15564,1102,1080,3906,True,False,False,Drivers,3,2,4,10.0,True,True,0.643646,0.42160267,0.52629495,True,0.0,0
24750.0,False,False,False,True,0,26064.0,2029.95,Alone,Service,2.0,M,False,CL,Home,0.009657,19762,1510,7579,3139,True,False,True,Core,2,2,0,11.0,True,True,0.49551025,0.7174861,0.18738876,True,2.0,0
33750.0,False,False,True,True,0,72846.0,4080.6,Alone,Govt Job,2.0,M,False,CL,Home,0.028663,17490,4121,5378,1033,True,False,False,Managers,2,2,0,8.0,True,True,0.7861388,0.59499085,0.50287825,True,0.0,0
11250.0,False,True,False,True,1,18000.0,900.0,Alone,Service,2.0,S,False,RL,Home,0.006852,16062,648,583,3953,True,True,False,High skill tech,2,3,6,10.0,True,True,0.44210193,0.045842964,0.563835,True,1.0,0
20250.0,False,False,False,False,1,48185.55,4876.2,Alone,Commercial,1.0,M,False,CL,Home,0.019689,10123,1371,600,2559,True,False,False,Sales,3,2,0,11.0,True,True,0.60568166,0.27464625,0.37064964,True,3.0,0
18000.0,False,True,True,True,0,27000.0,1350.0,Alone,Commercial,2.0,M,False,RL,Home,0.025164,18526,2531,2112,1979,True,False,False,Managers,2,2,3,13.0,True,True,0.79104155,0.509535,0.51729655,True,1.0,0
29250.0,True,False,True,True,1,70647.75,5594.85,Alone,Service,1.0,M,False,CL,Rental,0.018801,9996,1501,791,2676,True,False,False,Laborers,3,2,5,15.0,True,True,0.2125305,0.31910217,0.40487838,True,1.0,1
27000.0,False,True,True,True,1,102732.75,4087.35,Alone,Commercial,2.0,M,False,CL,Home,0.04622,13824,1468,7041,4490,True,False,False,Drivers,3,1,1,13.0,True,True,0.18865366,0.6862412,0.52449644,True,2.0,0
22500.0,False,False,True,False,0,58500.0,1886.85,Alone,Service,1.0,M,False,CL,Home,0.072508,16529,1356,10618,70,True,True,True,Medicine,2,1,3,14.0,True,True,0.88570356,0.7136228,0.42236966,True,1.0,0
13500.0,False,True,False,True,2,52128.0,3163.05,Alone,Commercial,2.0,M,False,CL,Home,0.022625,10587,1314,1070,2738,True,False,False,Laborers,4,2,3,9.0,True,True,0.3238752,0.47212777,0.3556387,True,5.0,0
15750.0,True,False,False,True,0,50940.0,3255.3,Partner,Service,1.0,M,False,CL,Home,0.025164,16639,2142,8336,187,True,True,True,Drivers,2,2,1,12.0,True,True,0.5861616,0.54382116,0.27213368,True,6.0,0
22500.0,False,False,False,False,1,55380.6,2065.05,Alone,Commercial,2.0,M,False,CL,Home,0.04622,11758,958,1908,1341,True,False,False,High skill tech,3,1,4,14.0,True,True,0.66651076,0.6750672,0.5064842,True,0.0,0
24750.0,True,True,True,True,0,26955.0,2116.35,Alone,Service,1.0,M,False,CL,Home,0.006629,14860,914,4238,1306,True,False,False,Laborers,2,2,1,12.0,True,True,0.32567215,0.17698784,0.13937578,True,1.0,0
18000.0,True,True,True,False,2,22500.0,1304.55,Alone,Commercial,2.0,M,False,CL,Home,0.031329,9913,1926,6083,1225,True,True,False,Managers,4,2,2,15.0,True,True,0.6285512,0.5686507,0.3944954,True,1.0,0
31500.0,False,True,True,True,0,180000.0,4963.05,Alone,Service,1.0,W,False,CL,Home,0.010006,18906,3474,1477,2450,True,False,False,Core,1,1,4,11.0,True,True,0.623016,0.61762416,0.3264752,True,2.0,0
8550.0,False,False,True,True,2,38250.0,1633.5,Alone,Service,2.0,M,False,CL,Home,0.026392,13801,3195,2208,4825,True,True,True,Core,4,2,6,15.0,True,True,0.7747537,0.7599304,0.16942872,True,2.0,0
27000.0,False,True,True,False,0,180000.0,6256.8,Alone,Commercial,2.0,M,False,CL,Home,0.032561,15335,146,1725,4006,True,True,True,Managers,2,1,0,17.0,True,True,0.82202804,0.71402484,0.7801436,True,0.0,0
13500.0,False,True,True,True,2,22500.0,2400.3,Alone,Service,2.0,M,False,CL,Home,0.026392,13590,1390,7490,4010,True,False,False,Accountants,4,2,5,17.0,True,True,0.45620286,0.7016716,0.62461466,True,0.0,0
9000.0,False,True,False,True,0,28440.0,1913.4,Alone,Service,1.0,S,False,CL,Home,0.030755,10085,1554,4763,2157,True,False,True,Sales,1,2,4,12.0,True,True,0.26238132,0.43813458,0.367291,True,0.0,0
19350.0,False,False,False,True,0,129891.15,3811.05,Alone,Commercial,2.0,M,False,CL,Home,0.072508,16673,936,7307,203,True,False,True,Core,2,1,2,15.0,True,True,0.61322844,0.40156594,0.45432106,True,1.0,0
22500.0,True,False,False,False,0,94230.0,2498.4,Alone,Commercial,1.0,M,False,CL,Home,0.032561,13890,1159,639,713,True,False,True,Laborers,2,1,6,17.0,True,True,0.7337091,0.7009662,0.4632753,True,2.0,0
22500.0,True,False,True,True,0,85588.2,3880.35,Relative,Commercial,2.0,M,False,CL,Home,0.005084,11442,686,1899,1611,True,False,False,Managers,2,2,5,11.0,True,True,0.6439501,0.51012516,0.344155,True,2.0,0
13500.0,False,True,True,True,0,27000.0,1350.0,Alone,Service,1.0,D,False,RL,Home,0.0228,13401,595,1414,2721,True,False,False,High skill tech,1,2,3,10.0,True,True,0.53532404,0.6699526,0.27213368,True,8.0,0
27000.0,False,False,False,True,1,47404.8,2433.15,Alone,Service,1.0,M,False,CL,Family,0.018801,11883,700,6136,4402,True,False,False,Private service,3,2,1,12.0,True,True,0.41861418,0.41713527,0.37910047,True,0.0,1
28800.0,False,False,True,True,2,24727.5,2268.0,Partner,Service,2.0,M,False,CL,Home,0.020246,18757,7575,2531,2135,True,True,True,IT,4,3,2,10.0,True,True,0.7387796,0.384292,0.19977057,True,0.0,0
13050.0,False,False,True,False,0,23702.4,1885.5,Alone,Commercial,1.0,M,False,CL,Home,0.00496,10185,1709,738,2849,True,False,False,Core,2,2,1,18.0,True,True,0.44614565,0.6289094,0.115386665,True,0.0,0
22500.0,False,True,True,False,0,130500.0,3455.55,Alone,Commercial,2.0,M,False,CL,Home,0.026392,21886,12534,8937,4752,True,True,True,High skill tech,2,2,1,12.0,True,True,0.7894004,0.6886328,0.31859553,True,0.0,0
13500.0,False,True,False,False,1,53910.0,2924.55,Alone,Service,2.0,M,False,CL,Home,0.018029,13918,4678,1902,4673,True,False,False,Laborers,3,3,3,4.0,True,True,0.47370303,0.18483177,0.40487838,True,0.0,0
20250.0,True,True,False,False,2,128835.0,3780.0,Relative,Commercial,1.0,M,False,CL,Home,0.025164,13172,1107,2811,2811,True,False,False,Core,4,2,2,15.0,True,True,0.62528044,0.5020629,0.52629495,True,3.0,0
12150.0,False,False,True,True,1,33284.25,1551.6,Alone,Service,2.0,M,False,CL,Rental,0.018634,11799,2433,4782,1136,True,False,False,Core,3,2,6,12.0,True,True,0.34048954,0.5126933,0.17982176,True,5.0,0
27000.0,False,True,True,True,0,64008.0,2997.0,Alone,Commercial,1.0,S,False,CL,Home,0.04622,17137,1475,10836,273,True,False,False,Sales,1,1,5,18.0,True,True,0.8183164,0.75879157,0.18520208,True,0.0,1
13500.0,True,False,False,True,1,29250.0,1967.4,Alone,Commercial,2.0,M,False,CL,Home,0.006008,16049,103,1820,4339,True,False,True,Core,3,2,2,15.0,True,True,0.24197756,0.7121368,0.69409263,True,0.0,0
22500.0,False,False,False,True,0,81404.1,2393.1,Alone,Govt Job,2.0,M,False,CL,Home,0.018209,12081,3607,2458,2847,True,False,False,Core,2,3,3,9.0,True,True,0.58043796,0.74021626,0.7517237,True,2.0,0
21600.0,False,False,True,True,2,22752.0,1533.15,Alone,Service,1.0,D,False,CL,Home,0.018029,13817,1112,163,3415,True,False,False,Cleaning,3,3,3,11.0,True,True,0.5733482,0.41325924,0.37910047,True,6.0,0
13500.0,True,False,True,False,0,26955.0,1424.25,Relative,Govt Job,1.0,S,False,CL,Office,0.04622,11005,1475,4650,3606,True,False,False,Laborers,1,1,5,13.0,True,True,0.2438617,0.7697153,0.6075573,True,1.0,0
27000.0,False,False,True,True,0,62100.0,2213.1,Alone,Service,2.0,W,False,CL,Home,0.026392,17473,6966,1993,1007,True,False,False,Core,1,2,3,17.0,True,True,0.7232014,0.6582511,0.60238636,True,4.0,0
13500.0,False,False,True,True,2,29191.5,2088.9,Alone,Service,1.0,M,False,CL,Home,0.008474,15001,5889,6407,4055,True,False,False,Laborers,4,2,4,14.0,True,True,0.48960242,0.7079137,0.73381454,True,2.0,0
15750.0,True,False,True,False,0,116734.5,4556.25,Alone,Service,1.0,M,False,CL,Home,0.003818,13194,2005,7180,3996,True,False,False,Drivers,2,2,4,9.0,True,True,0.34256288,0.032727167,0.57091653,True,2.0,0
9000.0,True,False,False,True,1,29628.0,1525.5,Alone,Service,2.0,M,False,CL,Home,0.02461,10311,302,662,2960,True,False,False,Core,3,2,1,13.0,True,True,0.5470376,0.7226125,0.37740424,True,2.0,0
8100.0,False,True,False,False,0,68144.4,2079.0,Alone,Service,2.0,S,False,CL,Family,0.018634,11122,221,3127,3813,True,False,False,Accountants,1,2,3,14.0,True,True,0.019495375,0.3662284,0.52809274,True,0.0,0
11250.0,False,True,True,True,0,61261.2,2960.1,Partner,nan,1.0,M,False,CL,Municipal,0.020246,11661,2146,730,2238,True,True,True,Sales,2,3,4,12.0,True,True,0.34728444,0.33022,0.31391668,True,0.0,1
16650.0,False,True,True,True,0,66589.2,1959.75,Alone,Service,2.0,S,False,CL,Office,0.020246,18410,1562,2521,1968,True,False,True,Core,1,3,3,7.0,True,True,0.51063734,0.45386714,0.31391668,True,4.0,0
19350.0,False,True,True,False,0,29138.4,3150.9,Alone,Service,2.0,S,False,CL,Home,0.014464,10463,713,2821,3147,True,False,False,Accountants,1,2,1,8.0,True,True,0.4437159,0.67145944,0.5316861,True,3.0,0
54000.0,False,False,True,True,2,104522.4,3767.4,Alone,Commercial,2.0,D,False,CL,Home,0.010147,17949,2310,5030,1482,True,False,False,Managers,3,2,1,18.0,True,True,0.6806772,0.61134577,0.33445412,True,1.0,1
7650.0,False,True,False,True,2,10782.0,859.5,Alone,Commercial,1.0,D,False,CL,Home,0.008625,11120,163,395,3531,True,False,False,Sales,3,2,1,11.0,True,True,0.5086072,0.5502582,0.5884878,True,1.0,1
9000.0,True,False,True,True,2,94230.0,3052.8,Alone,Service,1.0,M,False,CL,Home,0.015221,12103,2620,10841,3807,True,True,True,High skill tech,4,2,3,16.0,True,True,0.50364685,0.5001604,0.42236966,True,2.0,0
15750.0,True,False,True,False,0,45000.0,2097.9,Relative,Commercial,1.0,S,False,CL,Home,0.031329,8806,101,3472,1473,True,False,True,Sales,1,2,4,17.0,True,True,0.57665324,0.54722047,0.04567681,True,4.0,1
27000.0,True,False,True,True,0,125962.65,5008.5,Partner,Commercial,2.0,M,False,CL,Home,0.032561,12062,2578,4754,2586,True,False,True,Accountants,2,1,5,18.0,True,True,0.31907225,0.55560976,0.12064103,True,1.0,0
20250.0,False,False,False,True,0,149801.4,5220.0,Kids,Commercial,1.0,M,False,CL,Home,0.030755,15997,3312,3579,3768,True,False,False,Core,2,2,4,16.0,True,True,0.58406085,0.59575474,0.58323795,True,2.0,0
9000.0,False,True,True,True,2,111607.65,4008.6,Alone,nan,1.0,M,False,CL,Home,0.02461,14880,8166,8281,5553,True,False,True,Laborers,4,2,5,11.0,True,True,0.61800176,0.6605937,0.7992968,True,0.0,0
8100.0,True,False,True,True,2,18000.0,900.0,Kids,Service,1.0,M,False,RL,Home,0.025164,13820,6167,6985,4641,True,False,True,Laborers,4,2,1,8.0,True,True,0.48175955,0.58836067,0.71215516,True,2.0,0
10800.0,True,False,False,False,2,19908.0,1309.05,Alone,Service,1.0,M,False,CL,Home,0.010643,10470,1038,5241,3163,True,False,False,Drivers,4,2,1,16.0,True,True,0.40994248,0.67100096,0.47045612,True,1.0,0
45000.0,True,False,True,False,0,135000.0,3960.45,Alone,Commercial,2.0,M,False,CL,Home,0.035792,16660,4794,769,207,True,True,True,Core,2,2,2,17.0,True,True,0.83003086,0.6772459,0.45074728,True,3.0,0
22500.0,False,False,True,True,0,35807.4,1840.95,Alone,Service,1.0,M,False,CL,Home,0.022625,18499,2890,1172,2012,True,False,False,Laborers,2,2,1,10.0,True,True,0.31293356,0.62077457,0.82563573,True,4.0,0
18000.0,True,False,True,True,0,25470.0,2755.8,Alone,Commercial,1.0,M,False,CL,Home,0.019689,14778,2375,1958,5611,True,False,False,Managers,2,2,2,13.0,True,True,0.66298455,0.65056103,0.63637614,True,5.0,0
19131.75,False,False,False,False,0,56880.0,1564.2,Alone,Commercial,2.0,S,False,CL,Home,0.00712,10099,321,4355,2653,True,True,True,Managers,1,2,3,9.0,True,True,0.25208506,0.042387567,0.32806316,True,0.0,0
33750.0,False,False,False,False,0,67500.0,2177.55,Alone,Service,2.0,M,False,CL,Family,0.025164,10960,1814,5295,3613,True,False,True,Managers,2,2,2,18.0,True,True,0.12860352,0.619363,0.56560796,True,2.0,0
11250.0,False,False,False,True,0,80865.0,2621.7,Partner,Commercial,1.0,M,False,CL,Rental,0.018634,10003,404,8711,1830,True,False,False,Core,2,2,5,15.0,True,True,0.4569266,0.6120418,0.6642483,True,2.0,0
14400.0,True,False,True,True,2,10782.0,763.2,Alone,Govt Job,2.0,M,False,CL,Home,0.015221,13614,5980,5840,5840,True,True,True,Core,4,2,5,12.0,True,True,0.77067083,0.65572304,0.7421816,True,0.0,0
6750.0,False,True,False,True,0,12564.0,759.15,Alone,Service,1.0,M,False,CL,Family,0.02461,14213,492,8106,4661,True,False,False,Sales,2,2,2,12.0,True,True,0.33856082,0.28850776,0.7610264,True,1.0,0
13050.0,True,False,False,True,0,31950.0,2147.85,Alone,Service,1.0,W,False,CL,Home,0.001417,18957,497,4226,2488,True,False,True,Accountants,1,2,6,8.0,True,True,0.6877038,0.5685649,0.2764407,True,3.0,0
18000.0,True,False,True,False,0,50849.55,2029.5,Alone,nan,2.0,S,False,CL,Municipal,0.022625,18776,4821,3391,2314,True,False,False,Drivers,1,2,6,13.0,True,True,0.8247122,0.67816293,0.5814837,True,2.0,0
11250.0,False,True,True,True,2,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Home,0.02461,12188,217,2087,1612,True,False,False,Core,4,2,4,15.0,True,True,0.6230368,0.6069203,0.51549536,True,1.0,0
15750.0,True,False,False,True,0,32590.8,1448.55,Alone,Commercial,1.0,S,False,CL,Home,0.030755,17576,2427,2606,1105,True,True,False,Drivers,1,2,4,17.0,True,True,0.59812665,0.66262054,0.6109913,True,0.0,0
14850.0,False,False,False,True,0,76500.0,2332.35,Alone,Commercial,2.0,M,False,CL,Home,0.011703,8361,411,6265,1037,True,True,True,Core,2,2,2,9.0,True,True,0.25860792,0.576731,0.563835,True,0.0,0
22500.0,True,False,True,False,1,47250.0,4616.1,Alone,Service,2.0,M,False,CL,Home,0.020713,14293,3518,7090,4458,True,True,False,High skill tech,3,2,3,17.0,True,True,0.47342756,0.44698173,0.63303167,True,4.0,0
15750.0,False,True,False,True,0,37800.0,4083.75,Alone,Commercial,2.0,M,False,CL,Rental,0.018209,11937,1889,1365,1388,True,False,False,Cooking,2,3,3,12.0,True,True,0.2817403,0.4431525,0.5937176,True,3.0,0
14400.0,False,False,True,True,1,47250.0,1886.85,Alone,Govt Job,2.0,M,False,CL,Municipal,0.04622,15431,1553,1102,4130,True,True,True,Accountants,3,1,5,18.0,True,True,0.845777,0.5197108,0.24719094,True,2.0,0
11250.0,False,True,True,True,0,94500.0,2776.05,Alone,Service,1.0,M,False,CL,Home,0.018209,17167,3814,9264,711,True,False,False,Security,2,3,1,12.0,True,True,0.5656397,0.09120607,0.6769925,True,0.0,0
18000.0,True,False,True,True,2,45000.0,3568.5,Alone,Service,1.0,M,False,CL,Home,0.014464,11692,1622,1706,2989,True,True,False,Cooking,4,2,1,5.0,True,True,0.33885583,0.36735085,0.11612491,True,2.0,1
13500.0,False,True,False,True,1,55870.65,4323.6,Partner,Commercial,2.0,M,False,CL,Home,0.02461,14012,1696,5322,4207,True,False,True,Drivers,3,2,5,13.0,True,True,0.53643644,0.31191462,0.7623356,True,0.0,0
15750.0,False,False,True,True,0,97128.0,5187.6,Alone,Service,2.0,M,False,CL,Home,0.030755,10639,2274,3208,3299,True,False,False,Accountants,2,2,6,11.0,True,True,0.46089947,0.66693324,0.63970757,True,4.0,0
12600.0,False,True,True,True,0,50021.1,2806.2,Relative,Service,2.0,S,False,CL,Home,0.006296,8418,433,1421,1102,True,True,True,Core,1,3,6,10.0,True,True,0.36150095,0.12640932,0.6195277,True,0.0,0
15750.0,True,False,True,True,2,45000.0,2110.95,Alone,Commercial,1.0,M,False,CL,Home,0.026392,12680,4546,1192,4361,True,False,False,Sales,4,2,4,15.0,True,True,0.73601174,0.66254234,0.44896227,True,2.0,1
16650.0,False,True,True,False,0,52128.0,2520.9,Alone,Govt Job,1.0,S,False,CL,Home,0.006233,8807,1127,6256,1184,True,True,False,Laborers,1,2,3,11.0,True,True,0.12335515,0.5108301,0.33445412,True,6.0,0
27000.0,False,False,True,True,0,90661.5,3009.15,Alone,Commercial,1.0,M,False,CL,Home,0.072508,17604,98,114,1142,True,False,True,Core,2,1,4,16.0,True,True,0.58415747,0.79340696,0.7281413,True,4.0,0
67500.0,True,False,False,True,3,146250.0,5583.6,Alone,Commercial,1.0,M,False,CL,Home,0.072508,11890,2519,334,158,True,False,True,Laborers,5,1,1,14.0,True,True,0.36408594,0.6841138,0.2127563,True,2.0,0
13275.0,False,False,True,True,0,17100.0,1142.55,Alone,Commercial,1.0,D,False,CL,Home,0.025164,17156,2716,1914,699,True,True,False,Sales,1,2,5,11.0,True,True,0.6588264,0.111582324,0.75037515,True,0.0,0
27000.0,False,True,False,True,0,50849.55,2239.65,Partner,Service,1.0,M,False,CL,Home,0.00733,15964,9392,2933,5068,True,True,False,High skill tech,2,2,2,12.0,True,True,0.5318416,0.36781344,0.6380435,True,2.0,0
22500.0,False,False,True,True,0,42250.5,3888.0,Alone,Service,1.0,S,False,CL,Home,0.019101,11612,1758,4897,2902,True,True,True,Laborers,1,2,2,14.0,True,True,0.16561894,3.49e-05,0.2851799,True,0.0,1
27000.0,False,False,True,True,0,67500.0,3375.0,Relative,Commercial,1.0,S,False,RL,Home,0.015221,15661,339,3111,5009,True,False,False,Managers,1,2,5,15.0,True,True,0.50326455,0.61463475,0.66585493,True,4.0,0
13500.0,False,False,False,True,0,27000.0,1350.0,Kids,Service,1.0,D,False,RL,Home,0.010032,18905,2778,8388,2456,True,False,False,Sales,1,2,3,8.0,True,True,0.4100601,0.64789176,0.6212263,True,0.0,0
13500.0,True,True,True,True,1,20627.1,2178.9,Alone,Commercial,1.0,S,False,CL,Home,0.04622,15202,1876,2343,4340,True,False,True,High skill tech,2,1,2,15.0,True,True,0.7780911,0.72973037,0.69409263,True,2.0,0
15750.0,True,False,False,True,1,22500.0,1600.2,Relative,Service,2.0,M,False,CL,Home,0.022625,10537,1536,1569,1347,True,True,True,High skill tech,3,2,6,12.0,True,True,0.64253825,0.71878743,0.2636468,True,3.0,0
15750.0,False,True,True,True,0,197107.2,5989.05,Alone,Commercial,2.0,S,False,CL,Home,0.018801,18812,527,7118,1547,True,False,True,Core,1,2,3,11.0,True,True,0.6793269,0.57370144,0.31859553,True,1.0,0
24750.0,True,False,False,True,1,154602.0,4533.3,Alone,Service,1.0,M,False,CL,Home,0.04622,14332,1402,6295,4941,True,False,False,Drivers,3,1,4,11.0,True,True,0.22882895,0.6825665,0.5937176,True,1.0,1
19800.0,False,False,False,True,1,79632.0,2568.6,Alone,Govt Job,1.0,M,False,CL,Home,0.04622,13169,2341,7201,4196,True,False,False,Core,3,1,4,12.0,True,True,0.56755424,0.67162824,0.5585066,True,2.0,0
22500.0,False,False,False,True,0,113850.0,5157.9,Partner,Commercial,2.0,M,False,CL,Home,0.026392,16566,7129,4735,87,True,False,True,Managers,2,2,6,12.0,True,True,0.5203644,0.72919095,0.6986675,True,2.0,0
20250.0,False,True,False,False,0,30846.15,3285.9,Relative,Commercial,1.0,D,False,CL,Home,0.02461,11488,1526,2536,3968,True,False,True,Medicine,1,2,4,16.0,True,True,0.5112558,0.46934375,0.7463002,True,2.0,0
13500.0,False,False,True,False,2,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.010006,12638,276,596,2183,True,False,False,Cooking,4,2,3,12.0,True,True,0.44130412,0.37933707,0.62799084,True,0.0,0
15750.0,True,False,True,True,0,56880.0,1513.35,Alone,Service,2.0,M,False,CL,Home,0.020713,8589,264,904,1109,True,True,True,Sales,2,2,5,9.0,True,True,0.28440243,0.41896003,0.36896873,True,2.0,0
18000.0,False,True,False,True,1,67500.0,2859.75,Alone,Service,2.0,D,False,CL,Home,0.010556,14048,442,7929,4762,True,False,False,Laborers,2,3,1,13.0,True,True,0.66833353,0.6066177,0.63470554,True,0.0,0
24750.0,False,True,False,True,0,112500.0,5994.0,Relative,Service,2.0,M,False,CL,Home,0.00496,15920,2741,6096,4344,True,False,False,Core,2,2,1,17.0,True,True,0.7334949,0.68675417,0.7062051,True,1.0,0
13500.0,False,False,True,True,1,13500.0,1430.55,Alone,Service,1.0,M,False,CL,Home,0.01885,12088,3876,1259,1312,True,True,True,Core,3,2,1,13.0,True,True,0.2651794,0.4838856,0.2881296,True,2.0,0
22500.0,True,False,False,True,0,146761.2,5833.35,Alone,Commercial,1.0,M,False,CL,Home,0.072508,15710,4123,9855,4522,True,False,True,Managers,2,1,2,9.0,True,True,0.85326195,0.70663697,0.23791608,True,3.0,0
11250.0,False,True,False,True,1,56249.1,2396.25,Alone,Service,1.0,M,False,CL,Home,0.00496,19121,1247,13213,1384,True,False,False,Private service,3,2,1,12.0,True,True,0.81316686,0.633704,0.23922628,True,1.0,0
22500.0,True,False,False,True,1,93150.0,3707.1,Relative,Commercial,2.0,M,False,CL,Home,0.006629,15724,1799,2129,4088,True,False,False,Laborers,3,2,2,9.0,True,True,0.48852232,0.2831335,0.47764915,True,1.0,0
15750.0,False,False,False,False,1,10188.0,1221.75,Alone,Commercial,1.0,S,False,CL,Home,0.018801,8786,378,274,364,True,False,False,Laborers,2,2,4,11.0,True,True,0.13205287,0.28670216,0.15100753,True,6.0,1
15300.0,False,False,False,True,0,62535.6,1841.4,Alone,Service,2.0,M,False,CL,Home,0.020246,14568,3754,8715,4196,True,False,False,High skill tech,2,3,4,12.0,True,True,0.44635755,0.52555376,0.79813725,True,4.0,0
20250.0,False,True,False,True,0,105644.7,3101.85,Alone,Commercial,1.0,M,False,CL,Home,0.014464,16826,1463,5573,374,True,False,False,Laborers,2,2,5,5.0,True,True,0.52616817,0.49396124,0.79813725,True,1.0,0
17550.0,False,False,False,True,0,27450.0,1692.0,Alone,Service,1.0,D,False,CL,Home,0.018209,18938,1311,8402,2471,True,False,False,Laborers,1,3,6,8.0,True,True,0.5272787,0.5187718,0.40487838,True,4.0,0
8100.0,False,False,False,True,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.019101,14905,1542,736,3398,True,False,False,Laborers,3,2,5,16.0,True,True,0.5063868,0.6965843,0.4614824,True,2.0,0
15750.0,True,False,True,True,0,51750.0,2655.0,Alone,Commercial,1.0,D,False,CL,Home,0.018209,15849,1317,214,4516,True,False,True,Drivers,1,3,2,9.0,True,True,0.47159672,0.3588049,0.31081825,True,2.0,1
11700.0,False,False,False,True,0,45000.0,2297.7,Alone,Service,1.0,D,False,CL,Home,0.028663,20343,2820,3796,3796,True,True,False,Laborers,1,2,4,7.0,True,True,0.5858271,0.68793374,0.5064842,True,0.0,0
7650.0,True,True,True,False,0,27504.0,987.75,Alone,Service,1.0,M,False,CL,Municipal,0.011657,14649,2820,7553,3345,True,True,False,Cooking,2,1,0,10.0,True,True,0.5418438,0.6152147,0.45074728,True,1.0,0
49500.0,False,False,False,True,0,118851.75,4282.2,Alone,Commercial,1.0,M,False,CL,Home,0.007274,16741,658,9157,248,True,False,False,Managers,2,2,6,15.0,True,True,0.35683778,0.19828865,0.5902333,True,0.0,0
20250.0,True,False,True,False,0,34826.4,1999.35,Alone,Service,1.0,M,False,CL,Home,0.018801,16122,257,8309,4684,True,True,True,Laborers,2,2,3,15.0,True,True,0.2989425,0.56378996,0.75037515,True,1.0,0
13500.0,False,True,False,True,2,52128.0,2308.95,Alone,Service,2.0,M,False,CL,Home,0.010276,12609,4816,937,2244,True,False,False,Core,4,2,1,17.0,True,True,0.47333282,0.774349,0.3556387,True,0.0,0
15300.0,False,True,True,True,1,135000.0,5354.1,Alone,nan,1.0,M,False,CL,Home,0.031329,11935,3953,6033,3787,True,False,False,Managers,3,2,4,12.0,True,True,0.4875947,0.6860575,0.622922,True,2.0,0
12600.0,False,False,True,False,0,67950.0,2707.65,Alone,Govt Job,1.0,D,False,CL,Home,0.014464,17223,7243,1942,690,True,False,True,Laborers,1,2,4,8.0,True,True,0.39250115,0.66204345,0.6956219,True,1.0,0
29250.0,True,False,True,True,0,85500.0,4275.0,Alone,Service,2.0,S,False,RL,Home,0.026392,12133,2138,635,4370,True,False,False,High skill tech,1,2,3,15.0,True,True,0.43043044,0.7295621,0.5549468,True,1.0,0
22500.0,False,False,True,True,1,45000.0,4859.55,Alone,Service,1.0,M,False,CL,Family,0.008474,10616,1652,4340,3196,True,False,False,Laborers,3,2,2,12.0,True,True,0.71637505,0.48845786,0.6956219,True,1.0,0
31500.0,True,False,False,True,0,65449.8,3354.75,Alone,Commercial,2.0,D,False,CL,Home,0.018801,12796,3168,926,2872,True,False,False,Cleaning,1,2,3,6.0,True,True,0.36668083,0.39159223,0.24988507,True,3.0,0
13500.0,False,True,True,True,0,12735.0,1253.25,Alone,Service,2.0,D,False,CL,Home,0.030755,16036,2919,8328,4044,True,False,False,Sales,1,2,3,11.0,True,True,0.8309294,0.65326047,0.7062051,True,4.0,0
15750.0,False,True,True,True,0,27000.0,1350.0,Alone,Commercial,1.0,S,False,RL,Home,0.031329,9751,2397,3283,2397,True,False,False,Managers,1,2,5,12.0,True,True,0.3558889,0.62425345,0.5406544,True,0.0,0
24750.0,True,True,True,True,0,76022.55,3894.75,Alone,Service,1.0,M,False,CL,Shared,0.009549,11085,2783,4068,2883,True,True,False,Sales,2,2,4,16.0,True,True,0.56372535,0.6172523,0.13851288,True,0.0,0
15750.0,True,False,True,True,0,52863.3,2462.4,Relative,Service,2.0,S,False,CL,Home,0.008019,12449,2311,2408,4445,True,False,False,Drivers,1,2,5,16.0,True,True,0.37666544,0.4312618,0.78383243,True,2.0,0
27000.0,True,False,True,False,0,45000.0,2732.4,Alone,Service,1.0,M,False,CL,Home,0.028663,14706,7158,152,4501,True,False,False,Laborers,2,2,3,8.0,True,True,0.49186015,0.5744821,0.4740513,True,1.0,0
9000.0,False,True,True,True,0,27012.6,1478.25,Partner,Service,1.0,M,False,CL,Home,0.018029,14702,2641,3714,4120,True,False,False,Sales,2,2,2,11.0,True,True,0.3769789,0.542356,0.5691488,True,1.0,0
18000.0,True,True,True,True,0,100692.0,4279.05,Alone,Service,1.0,M,False,CL,Home,0.0228,14615,339,2559,4576,True,False,True,Sales,2,2,2,11.0,True,True,0.5294088,0.63735604,0.75839305,True,1.0,0
13500.0,False,False,True,True,2,60705.0,3627.9,Alone,Commercial,2.0,M,False,CL,Home,0.00702,14774,791,1659,2985,True,False,False,Laborers,4,2,5,16.0,True,True,0.7021689,0.52725464,0.8193177,True,4.0,0
15750.0,False,False,True,False,0,45450.0,1925.55,Alone,Commercial,2.0,M,False,CL,Family,0.02461,17483,1338,6342,1012,True,True,True,Core,2,2,3,14.0,True,True,0.756043,0.6934091,0.5208976,True,0.0,0
18000.0,False,True,True,True,0,74250.0,3159.0,Alone,Service,1.0,M,False,CL,Home,0.018209,16671,370,8390,197,True,False,False,Laborers,2,3,5,14.0,True,True,0.5464264,0.56647706,0.2608559,True,3.0,0
15750.0,True,False,True,True,1,27846.0,2167.65,Alone,Govt Job,2.0,M,False,CL,Home,0.016612,12736,5344,6726,4129,True,False,False,Core,3,2,1,11.0,True,True,0.3586291,0.6009155,0.62630427,True,1.0,0
53100.0,True,False,False,True,2,78192.0,4796.55,Alone,Govt Job,2.0,M,False,CL,Home,0.006629,15173,7916,2125,133,True,False,False,Managers,4,2,1,7.0,True,True,0.4856779,0.65749806,0.7726311,True,2.0,0
22500.0,True,False,True,True,0,27000.0,1350.0,Alone,Commercial,1.0,M,False,RL,Home,0.02461,16534,7138,5247,88,True,True,True,Laborers,2,2,6,10.0,True,True,0.65889394,0.7424638,0.36394525,True,2.0,0
20250.0,False,False,True,True,0,78192.0,4796.55,Alone,Commercial,1.0,M,False,CL,Home,0.016612,10473,2050,5256,1392,True,False,False,Sales,2,2,4,10.0,True,True,0.2490706,0.30954474,0.63970757,True,3.0,0
13066.2,False,True,True,False,1,90000.0,3335.4,Alone,Service,1.0,M,False,CL,Home,0.031329,13130,3702,14,4948,True,True,False,Medicine,3,2,1,15.0,True,True,0.44711348,0.67251503,0.6075573,True,1.0,0
18000.0,False,False,True,True,0,67500.0,1973.7,Alone,Service,1.0,S,False,CL,Home,0.018209,17356,4732,10946,887,True,False,False,Laborers,1,3,2,13.0,True,True,0.26195556,0.54892117,0.45074728,True,3.0,0
22500.0,True,False,False,True,1,67500.0,3375.0,Alone,Commercial,2.0,M,False,RL,Home,0.025164,15503,6238,5650,4077,True,False,False,Managers,3,2,6,11.0,True,True,0.2750265,0.6442766,0.5744466,True,1.0,0
13500.0,False,True,False,True,0,34551.0,1420.2,Alone,Commercial,1.0,S,False,CL,Home,0.030755,8651,756,3457,1312,True,False,False,Sales,1,2,5,11.0,True,True,0.25286916,0.39447182,0.109626435,True,0.0,0
15750.0,False,True,True,True,0,225000.0,5935.5,Alone,Govt Job,2.0,M,False,CL,Home,0.022625,15042,7674,4526,4547,True,False,False,Core,2,2,3,17.0,True,True,0.6390509,0.75251734,0.6986675,True,0.0,0
15750.0,True,False,False,True,1,135000.0,3960.45,Alone,Commercial,1.0,M,False,CL,Home,0.014464,15449,1423,3545,4028,True,True,False,Core,3,2,1,6.0,True,True,0.58312,0.6248739,0.7675231,True,0.0,0
15750.0,True,False,False,True,0,18587.7,907.2,Alone,Commercial,1.0,M,False,CL,Home,0.019689,19221,2436,11609,2759,True,False,True,High skill tech,2,2,5,9.0,True,True,0.67626715,0.14835218,0.6817059,True,4.0,0
36900.0,False,False,False,True,1,42745.05,2331.9,Alone,Govt Job,2.0,M,False,CL,Home,0.014464,14538,2227,1098,2363,True,False,False,Core,3,2,6,9.0,True,True,0.5544081,0.61965686,0.79226446,True,6.0,0
33300.0,False,False,True,True,0,14850.0,1004.4,Alone,nan,1.0,S,False,CL,Home,0.072508,13051,795,7022,4501,True,False,True,IT,1,1,5,14.0,True,True,0.47356862,0.0796825,0.14464815,True,6.0,0
18000.0,False,False,True,False,1,94858.2,2773.35,Alone,Commercial,1.0,M,False,CL,Rental,0.006296,12065,1191,4251,3131,True,True,True,Core,3,3,4,14.0,True,True,0.20412385,0.5535679,0.31859553,True,2.0,0
6750.0,False,True,False,False,0,11321.1,971.55,Alone,Service,1.0,S,False,CL,Home,0.008625,14087,689,8074,3001,True,False,False,Laborers,1,2,1,11.0,True,True,0.4308986,0.6334756,0.47944897,True,2.0,0
32400.0,True,False,True,False,0,50940.0,4024.35,Alone,Govt Job,1.0,M,False,CL,Home,0.04622,16867,515,8386,425,True,True,True,Laborers,2,1,0,11.0,True,True,0.77744174,0.75427246,0.4920601,True,2.0,0
15750.0,False,False,True,False,0,75519.0,3855.6,Relative,nan,1.0,M,False,CL,Municipal,0.010032,11183,3212,4798,3758,True,False,False,Sales,2,2,6,12.0,True,True,0.19254276,0.48115548,0.40661743,True,6.0,0
13500.0,False,False,True,True,0,128835.0,3780.0,Alone,Commercial,1.0,S,False,CL,Home,0.020713,18245,8748,5571,1782,True,False,False,Core,1,2,4,12.0,True,True,0.8132018,0.56229436,0.80274546,True,1.0,0
13500.0,True,False,False,True,1,153000.0,4049.1,Alone,Service,1.0,M,False,CL,Home,0.035792,16303,1935,8765,4454,True,False,False,Laborers,3,2,6,11.0,True,True,0.33130124,0.7314778,0.6910212,True,2.0,0
12150.0,True,False,True,True,0,52128.0,2840.85,Alone,Service,2.0,M,False,CL,Home,0.016612,18942,1643,6580,2478,True,True,True,Sales,2,2,2,10.0,True,True,0.81989855,0.40231237,0.51369375,True,4.0,0
13500.0,False,True,False,True,0,26998.2,2848.05,Alone,Service,1.0,M,False,CL,Home,0.018029,14440,1579,2819,2513,True,True,True,Core,2,2,3,11.0,True,True,0.50439817,0.75284296,0.7091891,True,1.0,0
11250.0,False,False,False,True,1,31276.8,2128.5,Alone,Commercial,1.0,M,False,CL,Home,0.025164,12222,177,6313,4477,True,False,True,Sales,3,2,2,11.0,True,True,0.42042452,0.16318704,0.50468135,True,2.0,0
35550.0,False,False,False,True,1,201384.0,8324.1,Alone,Service,1.0,S,False,CL,Home,0.072508,13113,3224,7197,4633,True,False,True,Cooking,2,1,3,9.0,True,True,0.76175535,0.73124146,0.58674,True,0.0,0
29250.0,False,True,True,True,0,26585.1,2100.6,Alone,Commercial,1.0,M,False,CL,Home,0.04622,18962,610,1240,2386,True,False,False,Laborers,2,1,3,11.0,True,True,0.5664105,0.25410038,0.5316861,True,6.0,0
15750.0,False,False,False,False,0,30146.4,1857.15,Alone,Service,2.0,M,False,CL,Home,0.010147,16011,106,5404,4798,True,False,False,Security,2,2,5,15.0,True,True,0.5026613,0.28718537,0.5937176,True,0.0,0
15750.0,False,False,True,True,1,53691.75,2270.25,Alone,Service,1.0,M,False,CL,Home,0.008474,14348,1998,6987,3212,True,False,False,Medicine,3,2,4,13.0,True,True,0.7955637,0.44423202,0.30927536,True,2.0,0
40500.0,False,False,True,False,0,51304.05,5400.45,Alone,Commercial,2.0,M,False,CL,Home,0.035792,13987,1542,2652,4237,True,False,False,Managers,2,2,4,11.0,True,True,0.72071195,0.35312504,0.26786894,True,0.0,0
15750.0,True,False,False,True,2,197107.2,6864.3,Alone,Govt Job,1.0,M,False,CL,Home,0.019689,11267,2314,578,3531,True,False,False,Core,4,2,5,11.0,True,True,0.42974144,0.57945645,0.73381454,True,2.0,0
20250.0,True,True,True,True,1,64104.3,3592.35,Alone,Service,1.0,S,False,CL,Home,0.04622,11855,1503,4962,3196,True,False,True,Laborers,2,1,1,9.0,True,True,0.47910956,0.73065233,0.6594055,True,1.0,0
6750.0,False,True,True,True,0,18000.0,900.0,Alone,Service,1.0,D,False,RL,Municipal,0.018029,17060,4451,9728,616,True,True,False,Cleaning,1,2,3,12.0,True,True,0.7644098,0.30861548,0.6512602,True,0.0,0
11250.0,True,True,True,False,0,42300.0,1128.6,Alone,Service,1.0,M,False,CL,Home,0.026392,14817,913,1104,4116,True,False,False,Laborers,2,2,3,18.0,True,True,0.31567684,0.477368,0.6212263,True,0.0,0
13500.0,True,True,False,True,0,25470.0,2687.4,Alone,Service,1.0,M,False,CL,Home,0.009549,10126,102,8359,2351,True,False,False,High skill tech,2,2,3,17.0,True,True,0.33512902,0.5415472,0.4740513,True,0.0,0
15750.0,False,True,True,True,0,154602.0,4264.2,Alone,Service,1.0,M,False,CL,Home,0.007114,16555,563,5453,110,True,False,True,Security,2,2,2,13.0,True,True,0.58343154,0.6532407,0.7726311,True,1.0,0
18000.0,False,False,False,True,2,45000.0,3568.5,Alone,nan,1.0,M,False,CL,Rental,0.02461,9931,864,2121,2562,True,True,True,Sales,4,2,4,14.0,True,True,0.22620346,0.21859981,0.21762852,True,5.0,0
13500.0,False,False,False,False,1,23181.3,1196.55,Alone,Commercial,1.0,M,False,CL,Home,0.035792,10641,1019,2552,2543,True,False,False,Core,3,2,6,10.0,True,True,0.4242308,0.6785971,0.16441418,True,2.0,0
15750.0,True,False,True,True,0,107820.0,2978.1,Relative,Service,1.0,M,False,CL,Home,0.025164,16270,1698,1260,4436,True,False,False,Laborers,2,2,2,9.0,True,True,0.5846513,0.17674589,0.47045612,True,5.0,0
9000.0,False,False,False,False,1,28440.0,1396.35,Relative,Service,1.0,M,False,CL,Home,0.018634,13453,950,7310,3525,True,True,False,Laborers,3,2,5,15.0,True,True,0.07643109,0.22712429,0.49927202,True,1.0,0
20250.0,False,False,False,False,1,197107.2,6864.3,Alone,Service,1.0,S,False,CL,Home,0.010006,14019,543,1236,4350,True,False,False,Drivers,2,1,6,11.0,True,True,0.31906262,0.5295706,0.42765737,True,0.0,0
15750.0,False,True,False,True,0,36658.8,3375.0,Alone,Commercial,1.0,M,False,CL,Home,0.072508,18127,3105,2400,1654,True,False,False,Sales,2,1,4,14.0,True,True,0.7107091,0.7156652,0.50287825,True,2.0,0
15750.0,False,True,False,True,0,27000.0,1350.0,Alone,Govt Job,2.0,M,False,RL,Home,0.031329,9423,1993,3997,1998,True,True,True,Managers,2,2,1,8.0,True,True,0.6129202,0.30513167,0.36061257,True,3.0,0
18000.0,False,True,True,True,2,46085.85,2148.3,Alone,Commercial,2.0,M,False,CL,Home,0.04622,11592,782,329,2654,True,False,False,Core,4,1,4,11.0,True,True,0.5585729,0.41630608,0.62630427,True,0.0,0
16650.0,False,True,True,True,0,63133.2,4393.8,Alone,Commercial,1.0,M,False,CL,Home,0.031329,17012,6337,6567,406,True,False,False,Managers,2,2,3,14.0,True,True,0.75871015,0.5943004,0.49386287,True,2.0,0
45000.0,False,False,True,True,1,123750.0,6187.5,Partner,Service,2.0,M,False,RL,Home,0.018029,13055,1050,2488,4334,True,False,False,Managers,3,2,6,11.0,True,True,0.8005397,0.62380195,0.7032033,True,0.0,0
13500.0,True,True,True,True,0,75519.0,3212.55,Relative,Govt Job,1.0,M,False,CL,Home,0.019689,19145,3654,8937,2662,True,False,False,Medicine,2,2,0,14.0,True,True,0.671346,0.27464625,0.43473324,True,0.0,0
11250.0,False,False,False,True,1,45450.0,2199.6,Relative,Service,1.0,M,False,CL,Home,0.026392,11278,1526,4995,3091,True,False,False,Sales,3,2,3,10.0,True,True,0.41037446,0.6933533,0.47225335,True,6.0,0
13500.0,False,True,True,True,3,25027.2,1642.5,Alone,Service,2.0,M,False,CL,Home,0.006629,12307,3060,3192,3187,True,False,False,Laborers,5,2,5,7.0,True,True,0.32978532,0.73042846,0.6479769,True,1.0,0
11250.0,False,False,True,True,1,70083.0,1861.65,Alone,Service,2.0,M,False,CL,Home,0.009657,11735,3353,2183,1157,True,False,False,Accountants,3,2,5,12.0,True,True,0.24713963,0.6310147,0.4650692,True,7.0,0
11250.0,True,False,False,True,1,38516.4,1979.55,Partner,Service,1.0,M,False,CL,Rental,0.010147,11579,2651,5646,3736,True,False,False,Drivers,3,2,2,13.0,True,True,0.11601182,0.55516154,0.11033243,True,4.0,0
15750.0,False,False,True,True,2,32157.45,2161.8,Alone,Service,2.0,M,False,CL,Home,0.010147,11919,1483,639,1270,True,False,False,Private service,4,2,4,9.0,True,True,0.63810223,0.52010375,0.52809274,True,3.0,0
13500.0,True,False,False,True,0,18000.0,900.0,Relative,Service,2.0,M,False,RL,Home,0.020713,7955,602,957,119,True,False,False,High skill tech,2,2,2,14.0,True,True,0.4115278,0.5290094,0.5937176,True,0.0,0
13500.0,False,True,False,True,0,57214.8,4533.3,Alone,Service,1.0,S,False,CL,Home,0.018801,18252,5916,383,1806,True,False,False,Low-skill Laborers,1,2,2,8.0,True,True,0.29740164,0.45846197,0.66263777,True,0.0,1
9000.0,True,False,False,True,0,72000.0,2855.25,Alone,Service,1.0,M,False,CL,Home,0.0105,14830,414,1313,3518,True,True,False,Laborers,2,3,5,13.0,True,True,0.7034354,0.17471239,0.7091891,True,3.0,0
20250.0,False,True,True,False,0,78192.0,3444.3,Alone,Service,1.0,D,False,CL,Home,0.031329,17035,3128,7045,585,True,True,False,Sales,1,2,5,7.0,True,True,0.28053266,0.4872176,0.6512602,True,1.0,0
24750.0,True,True,False,False,0,102474.0,5245.2,Alone,Service,1.0,M,False,CL,Home,0.008019,14910,5992,8174,1581,True,False,False,Managers,2,2,4,15.0,True,True,0.3571097,0.58311826,0.51549536,True,0.0,0
10350.0,False,False,False,True,0,45450.0,2320.65,Alone,Service,1.0,M,False,CL,Home,0.026392,15955,1208,3196,239,True,True,False,Sales,2,2,6,15.0,True,True,0.6031709,0.66694784,0.18195911,True,0.0,0
20250.0,True,True,True,True,2,51244.65,4061.7,Alone,Service,2.0,M,False,CL,Home,0.025164,15383,322,1196,5872,True,False,False,Managers,4,2,4,14.0,True,True,0.34472013,0.42478403,0.8072739,True,3.0,1
15750.0,True,False,False,False,2,45000.0,2943.0,Alone,Service,1.0,M,False,CL,Home,0.010032,13684,1561,731,4378,True,True,True,Drivers,4,2,2,13.0,True,True,0.42915666,0.38829935,0.4365065,True,1.0,0
31500.0,False,True,False,True,1,65159.55,2883.15,Alone,Service,2.0,M,False,CL,Home,0.007274,16760,2605,2658,310,True,False,True,Core,3,2,3,13.0,True,True,0.49440986,0.5486775,0.4258929,True,0.0,0
13500.0,True,False,True,False,1,107820.0,3165.3,Partner,Govt Job,1.0,M,False,CL,Home,0.009657,15572,6504,3574,4062,True,False,True,Laborers,3,2,6,10.0,True,True,0.49522743,0.5044573,0.4311918,True,4.0,0
27000.0,True,True,False,False,0,90000.0,2631.6,Relative,Govt Job,2.0,S,False,CL,Home,0.006629,11177,1439,544,3605,True,True,True,Managers,1,2,4,14.0,True,True,0.70944256,0.7652001,0.70018387,True,2.0,0
15750.0,False,True,False,True,0,18000.0,900.0,Alone,Service,1.0,S,False,RL,Home,0.01452,8944,800,530,742,True,False,False,Medicine,1,2,4,11.0,True,True,0.44651484,0.60915613,0.5064842,True,2.0,0
20250.0,False,False,False,True,0,128250.0,3762.9,Alone,Commercial,1.0,M,False,CL,Home,0.007274,17190,1503,10926,719,True,False,False,Sales,2,2,1,13.0,True,True,0.765119,0.5474101,0.5226973,True,1.0,0
18000.0,True,False,False,True,0,72979.2,3523.95,Alone,Service,1.0,M,False,CL,Home,0.04622,17176,132,9768,725,True,False,False,Laborers,2,1,0,11.0,True,True,0.37281927,0.6692559,0.58499,True,0.0,0
15750.0,False,True,True,True,0,102429.0,3007.8,Alone,Service,1.0,D,False,CL,Home,0.018801,18616,1603,6169,2159,True,True,True,Accountants,1,2,6,9.0,True,True,0.6292196,0.5614815,0.5549468,True,0.0,0
13500.0,False,False,False,False,1,79755.75,2648.7,Alone,Service,2.0,M,False,CL,Family,0.04622,11406,3264,5391,4029,True,False,False,Laborers,3,1,6,13.0,True,True,0.21168846,0.67992157,0.63970757,True,1.0,0
27000.0,True,False,False,True,0,33750.0,1687.5,Alone,Service,2.0,M,False,RL,Home,0.032561,15570,4790,4391,5462,True,False,True,Private service,2,1,4,13.0,True,True,0.5350667,0.76545143,0.71803284,True,5.0,0
20250.0,True,False,True,True,0,106543.35,4238.55,Alone,Commercial,1.0,M,False,CL,Home,0.006233,21142,1122,8451,3647,True,False,False,High skill tech,2,2,4,13.0,True,True,0.766188,0.6908789,0.7267112,True,2.0,0
17100.0,False,False,True,True,0,75519.0,3868.65,Relative,Govt Job,1.0,M,False,CL,Home,0.010147,12580,1456,4610,4617,True,True,False,Medicine,2,2,2,15.0,True,True,0.6802697,0.57867825,0.5937176,True,4.0,0
15750.0,False,True,False,True,0,45000.0,2250.0,Alone,Service,1.0,M,False,RL,Home,0.010147,14807,419,10795,5124,True,False,False,Sales,2,2,3,11.0,True,True,0.4478216,0.60530716,0.6109913,True,3.0,0
22500.0,False,True,False,True,0,72846.0,4868.1,Alone,Commercial,2.0,M,False,CL,Home,0.072508,11701,1183,6153,1036,True,True,False,Managers,2,1,3,17.0,True,True,0.51202226,0.58803755,0.43296167,True,0.0,0
20250.0,False,True,True,True,0,121500.0,3552.3,Alone,Commercial,2.0,M,False,CL,Home,0.025164,10572,180,7318,581,True,True,True,Sales,2,2,5,15.0,True,True,0.6623265,0.60153943,0.22888342,True,3.0,0
11250.0,True,False,True,True,0,18000.0,900.0,Alone,Commercial,2.0,M,False,RL,Home,0.026392,7833,765,4252,472,True,False,False,Waiters/barmen,2,2,6,15.0,True,True,0.17045172,0.59729683,0.29859498,True,2.0,0
10350.0,False,False,False,True,1,25739.1,2034.0,Alone,Service,1.0,M,False,CL,Home,0.010556,18821,734,739,739,True,True,False,Laborers,3,3,2,16.0,True,True,0.65939844,0.48516908,0.30467218,True,3.0,0
20250.0,True,True,True,False,0,97371.0,3154.05,Alone,Service,1.0,M,False,CL,Municipal,0.018801,16790,723,6237,329,True,False,False,Laborers,2,2,1,10.0,True,True,0.28832418,0.09051243,0.5531647,True,5.0,1
11250.0,True,True,True,True,1,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Home,0.028663,17483,1838,6092,1020,True,False,False,Cleaning,3,2,4,8.0,True,True,0.81603837,0.34167358,0.77640986,True,1.0,0
31500.0,True,True,True,False,0,67500.0,3375.0,Alone,Service,2.0,M,False,RL,Home,0.010032,14374,4479,8106,5630,True,False,False,Laborers,2,2,4,11.0,True,True,0.2572696,0.49766207,0.63470554,True,4.0,0
11250.0,False,False,True,False,0,23985.0,2433.6,Alone,Service,2.0,M,False,CL,Home,0.018634,11848,3119,3115,4090,True,False,False,High skill tech,2,2,3,13.0,True,True,0.07500027,0.1325682,0.8193177,True,3.0,0
13500.0,True,True,False,True,3,54504.0,2553.75,Alone,Service,2.0,M,False,CL,Home,0.006296,13886,1314,3417,4855,True,False,False,Laborers,5,3,4,10.0,True,True,0.31940073,0.5871155,0.63470554,True,2.0,0
22500.0,False,True,True,True,1,59256.0,3038.4,Alone,Commercial,2.0,M,False,CL,Home,0.04622,10619,2543,3538,3286,True,False,False,Accountants,3,1,1,14.0,True,True,0.20456651,0.6735929,0.24186149,True,3.0,0
27000.0,True,True,True,True,2,99000.0,4207.5,Alone,nan,1.0,M,False,CL,Home,0.008866,11540,838,1281,4208,True,False,False,Drivers,4,2,4,16.0,True,True,0.65074843,0.7133054,0.785052,True,1.0,0
12600.0,False,True,True,False,1,26368.65,2810.7,Alone,Service,1.0,D,False,CL,Home,0.020713,10921,725,4709,2870,True,False,False,Sales,2,3,3,13.0,True,True,0.5561696,0.21301928,0.3944954,True,7.0,0
14400.0,True,True,False,True,2,180000.0,6269.85,Alone,Service,2.0,M,False,CL,Home,0.005144,14291,532,198,5026,True,False,False,Accountants,4,2,5,10.0,True,True,0.6105604,0.5482172,0.23531051,True,1.0,0
40500.0,False,False,True,True,0,88884.0,2901.6,Alone,Service,2.0,M,False,CL,Home,0.04622,22512,2216,4760,3915,True,False,True,Managers,2,1,2,18.0,True,True,0.7586324,0.7320787,0.71657026,True,2.0,0
9900.0,False,False,False,True,0,77968.8,3763.8,Alone,Service,1.0,M,False,CL,Home,0.009657,15442,3216,1119,3975,True,False,False,High skill tech,2,2,2,15.0,True,True,0.35820428,0.63866913,0.79462856,True,8.0,0
13500.0,False,False,False,False,0,45450.0,4495.05,Alone,Commercial,0.0,D,False,CL,Home,0.007305,14393,3270,2113,4995,True,True,True,Cleaning,1,3,2,16.0,True,True,0.6958326,0.5574232,0.52449644,True,2.0,0
36000.0,True,False,True,True,0,42638.4,5060.25,Alone,Commercial,2.0,D,False,CL,Home,0.072508,11057,1139,5588,2203,True,True,True,Sales,1,1,3,16.0,True,True,0.38706416,0.66799134,0.4188543,True,1.0,0
10350.0,False,False,True,True,2,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.009657,13216,983,388,2412,True,False,False,Laborers,4,2,6,13.0,True,True,0.36378103,0.4623789,0.2707074,True,0.0,0
11250.0,True,True,False,False,0,78192.0,2583.9,Alone,Service,1.0,M,False,CL,Home,0.01885,13566,2443,12058,2313,True,True,True,Laborers,2,2,5,14.0,True,True,0.46525773,0.751559,0.57620883,True,0.0,0
15750.0,False,True,False,False,1,86322.6,3423.15,Alone,Govt Job,1.0,S,False,CL,Family,0.04622,10353,285,5046,2981,True,False,True,Laborers,2,1,3,12.0,True,True,0.20399608,0.7188581,0.66263777,True,1.0,0
22500.0,False,True,False,False,0,97038.0,2837.25,Alone,Service,1.0,M,False,CL,Home,0.00823,20860,1657,7484,4370,True,True,True,Sales,2,2,3,13.0,True,True,0.85277873,0.64222926,0.68326885,True,2.0,0
13500.0,True,False,False,True,1,16173.0,1107.0,Alone,Commercial,1.0,M,False,CL,Home,0.0228,18315,521,1824,1846,True,False,False,Managers,3,2,2,11.0,True,True,0.52728313,0.437817,0.5531647,True,3.0,0
18000.0,False,True,False,True,2,145104.75,5767.65,Alone,Service,2.0,M,False,CL,Home,0.007114,9844,853,211,2521,True,False,False,High skill tech,4,2,6,12.0,True,True,0.7021763,0.6154683,0.7032033,True,1.0,0
12150.0,False,False,False,True,0,15282.0,1501.65,Alone,Commercial,1.0,M,False,CL,Home,0.015221,16630,1145,929,174,True,False,False,Sales,2,2,2,10.0,True,True,0.5961469,0.3846905,0.5118918,True,0.0,0
18000.0,False,True,True,True,0,22500.0,1125.0,Others,Service,2.0,S,False,RL,Municipal,0.010006,12835,6154,3450,404,True,True,True,High skill tech,1,2,1,11.0,True,True,0.48347452,0.7720597,0.63637614,True,0.0,0
24750.0,False,True,False,False,1,70728.75,3624.3,Alone,Commercial,1.0,M,False,CL,Home,0.018029,12205,1850,671,1395,True,False,False,Cooking,3,3,3,12.0,True,True,0.3360455,0.75336343,0.49927202,True,1.0,0
9450.0,False,False,False,True,1,29250.0,1462.5,Alone,Service,1.0,M,False,RL,Home,0.028663,17792,487,1822,1311,True,False,False,Security,3,2,0,9.0,True,True,0.49278364,0.54424965,0.48485148,True,8.0,0
24750.0,False,True,False,True,0,45000.0,3044.25,Alone,Service,1.0,D,False,CL,Home,0.010556,13638,1885,6499,3803,True,True,True,Sales,1,3,6,14.0,True,True,0.36966446,0.5819111,0.7091891,True,0.0,0
13500.0,True,False,True,True,0,25596.0,2035.35,Relative,Commercial,2.0,D,False,CL,Home,0.02461,14273,1530,8387,4249,True,False,False,Laborers,1,2,3,13.0,True,True,0.4602077,0.69052386,0.1918216,True,3.0,1
15750.0,True,False,True,False,0,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Office,0.01452,18489,868,8568,1946,True,False,False,Security,2,2,2,11.0,True,True,0.61782223,0.68569946,0.43473324,True,0.0,0
9000.0,False,False,False,True,0,27627.75,2547.0,Relative,Commercial,1.0,D,False,CL,Home,0.007114,14906,107,7226,1497,True,False,True,Sales,1,2,3,10.0,True,True,0.5231987,0.36399803,0.73381454,True,0.0,0
18000.0,False,False,False,True,2,48564.0,4167.45,Alone,Commercial,2.0,M,False,CL,Home,0.04622,9992,1551,610,2667,True,False,False,Laborers,4,1,5,16.0,True,True,0.57123643,0.7164788,0.5531647,True,3.0,0
22500.0,False,False,False,False,0,67500.0,3247.2,Alone,Service,2.0,M,False,CL,Home,0.04622,18325,432,6182,1841,True,True,False,Core,2,1,5,9.0,True,True,0.4713324,0.23553026,0.17665258,True,1.0,0
12150.0,False,False,False,True,0,57144.6,2227.05,Alone,Service,2.0,M,False,CL,Home,0.02461,20996,449,13716,4438,True,False,True,Managers,2,2,5,17.0,True,True,0.76450527,0.65284425,0.000527265,True,4.0,0
11250.0,True,True,False,True,1,70484.4,3403.8,Alone,Service,1.0,D,False,CL,Home,0.019101,13022,1967,1315,992,True,False,False,Sales,2,2,2,11.0,True,True,0.49794987,0.59430563,0.6561584,True,1.0,0
23400.0,False,False,False,True,1,176211.0,4858.65,Alone,Service,2.0,M,False,CL,Home,0.031329,16840,7444,8450,57,True,False,True,Core,3,2,6,9.0,True,True,0.5238183,0.75604737,0.77640986,True,1.0,0
10350.0,True,False,True,True,0,38152.8,1868.4,Alone,Service,2.0,S,False,CL,Home,0.022625,18365,5686,761,1903,True,False,False,Laborers,1,2,1,11.0,True,True,0.3253694,0.48475397,0.29109737,True,0.0,0
13500.0,False,False,True,True,0,122135.4,3584.25,Relative,Service,1.0,M,False,CL,Home,0.00496,14549,1630,7291,1072,True,False,True,Laborers,2,2,3,18.0,True,True,0.6419899,0.69499665,0.4740513,True,4.0,0
18000.0,False,False,True,True,0,91334.7,3882.6,Kids,Service,1.0,M,False,CL,Home,0.018801,15498,901,736,2031,True,False,False,Medicine,2,2,5,6.0,True,True,0.7603311,0.35803053,0.7223929,True,3.0,0
8325.0,False,False,True,False,1,54036.0,1438.2,Alone,nan,2.0,M,False,CL,Home,0.025164,11501,1016,63,4124,True,False,False,High skill tech,3,2,1,16.0,True,True,0.6946414,0.6507002,0.23661083,True,0.0,0
15750.0,True,False,False,True,0,45000.0,2250.0,Alone,Service,1.0,D,False,RL,Home,0.0228,14753,3946,1309,3960,True,False,False,Drivers,1,2,2,14.0,True,True,0.62015086,0.69666284,0.8128226,True,0.0,0
9450.0,False,False,False,False,0,29628.0,1512.45,Alone,Service,2.0,S,False,CL,Shared,0.010147,17782,375,14914,1334,True,False,True,Laborers,1,2,2,20.0,True,True,0.54829013,0.5198963,0.66745776,True,1.0,0
13500.0,False,True,False,True,0,41479.2,2130.75,Alone,Service,1.0,D,False,CL,Home,0.011657,17262,3905,3587,805,True,False,False,Laborers,1,1,5,15.0,True,True,0.49754325,0.67101544,0.59892625,True,3.0,0
12150.0,False,True,True,False,1,101961.0,3382.65,Alone,Service,1.0,M,False,CL,Home,0.015221,14086,4904,605,4805,True,False,False,Laborers,3,2,1,11.0,True,True,0.49730238,0.50741446,0.5406544,True,2.0,0
31500.0,True,False,True,False,0,9000.0,982.35,Partner,Commercial,1.0,M,False,CL,Home,0.018801,13101,1262,697,3237,True,True,True,Private service,2,2,6,16.0,True,True,0.75237083,0.5485692,0.3077367,True,1.0,1
13500.0,False,True,False,True,0,24727.5,2281.05,Partner,Commercial,1.0,M,False,CL,Home,0.014464,9512,212,3697,31,True,True,True,Drivers,2,2,5,6.0,True,True,0.3810045,0.055455364,0.2940831,True,1.0,1
14850.0,False,False,True,True,0,61200.0,3910.95,Partner,Commercial,1.0,M,False,CL,Home,0.00963,10164,1303,4133,2788,True,False,True,Drivers,2,2,5,15.0,True,True,0.7722402,0.3689277,0.36227724,True,3.0,0
45000.0,False,False,False,True,1,192830.4,7957.8,Relative,Commercial,2.0,M,False,CL,Home,0.020246,10139,2013,3674,2800,True,False,False,Managers,3,3,1,11.0,True,True,0.61511785,0.30590189,0.3539876,True,0.0,0
22500.0,True,False,True,True,0,64704.6,2100.15,Relative,Commercial,2.0,M,False,CL,Home,0.020713,15966,7086,1427,4930,True,False,True,Managers,2,2,1,8.0,True,True,0.77246094,0.59554935,0.34905526,True,2.0,0
22500.0,False,False,False,True,0,64800.0,3117.15,Alone,Service,2.0,S,False,CL,Home,0.018209,18934,1539,1354,1931,True,False,False,Accountants,1,3,4,10.0,True,True,0.7182357,0.6765428,0.17249547,True,2.0,0
45900.0,False,False,False,False,0,45000.0,2250.0,Alone,Commercial,2.0,S,False,RL,Home,0.072508,11964,830,2548,1105,True,False,False,Managers,1,1,0,12.0,True,True,0.60278785,0.7506883,0.70470643,True,0.0,0
8100.0,False,False,False,True,0,13500.0,675.0,Alone,Commercial,2.0,W,False,RL,Home,0.00702,20320,1515,9845,858,True,False,False,Cooking,1,2,2,14.0,True,True,0.63702166,0.44907996,0.49927202,True,1.0,0
15750.0,True,False,True,True,1,45000.0,2250.0,Alone,Service,2.0,D,False,RL,Home,0.022625,12600,3068,3844,1212,True,False,False,Accountants,2,2,4,16.0,True,True,0.64534324,0.3835679,0.45253357,True,1.0,0
42750.0,True,False,True,True,0,69057.9,3335.4,Alone,Service,1.0,D,False,CL,Home,0.072508,16637,633,2451,161,True,False,False,Laborers,1,1,4,18.0,True,True,0.4622703,0.32761836,0.3996756,True,3.0,0
31500.0,False,True,False,True,0,145104.75,6001.2,Alone,Service,1.0,M,False,CL,Home,0.04622,12595,1355,6456,2843,True,False,False,Sales,2,1,5,15.0,True,True,0.30154625,0.29619828,0.63303167,True,1.0,0
8100.0,False,True,False,True,2,43603.2,3172.95,Alone,Service,1.0,M,False,CL,Home,0.018029,10705,149,1083,1101,True,False,False,Core,4,2,0,12.0,True,True,0.26810578,0.33726552,0.22761291,True,2.0,0
22500.0,False,False,False,True,0,43128.0,2352.6,Alone,Commercial,1.0,S,False,CL,Home,0.007274,8734,598,3243,1379,True,False,False,Sales,1,2,3,14.0,True,True,0.4799854,0.4863763,0.2881296,True,0.0,0
13500.0,False,True,False,True,0,90000.0,3201.75,Alone,Service,2.0,M,False,CL,Home,0.019689,16199,5399,3748,4287,True,True,True,Core,2,2,5,8.0,True,True,0.8583738,0.64814115,0.15474363,True,2.0,0
22500.0,True,True,True,True,1,152045.1,4194.0,Alone,Service,1.0,M,False,CL,Home,0.031329,17444,1157,990,975,True,False,False,Private service,3,2,6,8.0,True,True,0.7906848,0.5936464,0.39621958,True,2.0,0
20250.0,False,False,True,True,0,24876.0,2624.85,Relative,Service,1.0,D,False,CL,Home,0.030755,17628,653,3137,1175,True,False,False,Managers,1,2,3,14.0,True,True,0.6472952,0.6689509,0.80388504,True,1.0,0
11250.0,True,False,True,True,1,44805.6,1701.9,Alone,Service,2.0,M,False,CL,Home,0.00733,11425,2705,5368,3968,True,False,False,Managers,3,2,3,15.0,True,True,0.15031806,0.07612201,0.32965505,True,4.0,1
8100.0,False,False,True,True,0,54734.4,1821.6,Kids,Service,1.0,S,False,CL,Home,0.010643,17794,347,7978,1318,True,False,False,Laborers,1,2,4,11.0,True,True,0.6743813,0.55065864,0.832785,True,1.0,0
20250.0,False,True,True,True,0,37010.7,2249.55,Alone,Service,1.0,M,False,CL,Home,0.025164,13516,1515,122,4742,True,False,False,Laborers,2,2,6,10.0,True,True,0.65182245,0.37733638,0.27500036,True,1.0,0
18000.0,False,False,True,True,0,12564.0,654.3,Alone,Commercial,1.0,M,False,CL,Home,0.030755,18238,667,2461,1752,True,False,False,High skill tech,2,2,0,11.0,True,True,0.35677692,0.7153447,0.46865967,True,9.0,0
22500.0,True,True,True,False,0,25470.0,1845.45,Alone,Service,2.0,S,False,CL,Family,0.019101,11180,2544,5178,3863,True,True,False,Laborers,1,2,0,14.0,True,True,0.3432102,0.023477482,0.3556387,True,1.0,0
15750.0,True,False,False,True,0,46873.35,3145.5,Alone,Service,1.0,M,False,CL,Family,0.035792,10562,754,5080,3176,True,False,False,Drivers,2,2,4,9.0,True,True,0.16177571,0.25448188,0.24853556,True,5.0,0
29250.0,True,True,False,True,0,152820.0,5324.85,Alone,Commercial,2.0,M,False,CL,Home,0.022625,19710,724,3492,3266,True,False,True,High skill tech,2,2,4,12.0,True,True,0.43014875,0.5718339,0.41709965,True,2.0,0
22500.0,False,True,False,True,0,45000.0,2188.8,Alone,Commercial,1.0,M,False,CL,Home,0.026392,9881,1810,7340,2534,True,True,True,Private service,2,2,2,11.0,True,True,0.24809973,0.68486,0.8692108,True,1.0,0
11250.0,False,True,False,True,0,38250.0,1912.5,Alone,Commercial,2.0,D,False,RL,Home,0.005084,16708,6666,5747,235,True,False,False,Laborers,1,2,1,17.0,True,True,0.52098435,0.6914391,0.4650692,True,5.0,0
11700.0,False,True,True,False,0,64677.6,5122.8,Alone,Service,1.0,M,False,CL,Home,0.010032,18826,375,7509,2377,True,False,True,Laborers,2,2,5,15.0,True,True,0.69742614,0.5619768,0.66102356,True,0.0,1
31500.0,False,True,True,True,0,100350.0,2934.0,Alone,Commercial,1.0,W,False,CL,Home,0.010006,21636,1484,9277,3459,True,False,False,Drivers,1,1,5,8.0,True,True,0.4826799,0.7968728,0.344155,True,3.0,0
13500.0,True,False,True,True,1,29250.0,1884.15,Alone,Service,1.0,M,False,CL,Home,0.026392,11663,658,91,1397,True,False,False,Core,3,2,5,16.0,True,True,0.5440505,0.25489283,0.3893388,True,2.0,0
13500.0,False,True,False,True,0,80865.0,2377.35,Alone,Govt Job,2.0,M,False,CL,Home,0.005084,19175,2266,4473,2736,True,True,True,Medicine,2,2,1,15.0,True,True,0.8818892,0.7388895,0.4974689,True,0.0,0
13050.0,False,False,False,True,0,15750.0,787.5,Alone,Commercial,1.0,S,False,RL,Home,0.072508,10453,109,4397,3004,True,False,True,Laborers,1,1,5,13.0,True,True,0.38674334,0.5402711,0.43473324,True,1.0,0
40500.0,True,True,False,False,0,59301.0,1926.0,Alone,Service,2.0,W,False,CL,Municipal,0.032561,16419,3640,8893,1957,True,False,True,Managers,1,1,1,14.0,True,True,0.8798616,0.68799007,0.38591468,True,1.0,0
13500.0,False,False,False,True,1,47970.0,5706.0,Alone,Service,2.0,M,False,CL,Home,0.020713,16612,393,1933,159,True,False,False,Laborers,3,1,3,9.0,True,True,0.57456946,0.5908899,0.6479769,True,0.0,1
29250.0,True,False,True,True,0,107820.0,3165.3,Alone,Commercial,2.0,M,False,CL,Home,0.010032,16063,1100,6831,4118,True,False,False,Accountants,2,2,3,4.0,True,True,0.8053937,0.6392694,0.5064842,True,3.0,0
7200.0,False,False,True,False,0,13500.0,675.0,Alone,Service,1.0,S,False,RL,Family,0.020246,10569,415,8247,1092,True,False,False,Laborers,1,3,2,12.0,True,True,0.42380336,0.034358744,0.20442262,True,1.0,0
18000.0,False,False,False,False,1,9382.95,1126.35,Alone,Service,1.0,M,False,CL,Family,0.006629,9139,1305,3688,1442,True,False,False,Laborers,3,2,2,9.0,True,True,0.1641389,0.60301656,0.37233368,True,4.0,0
54000.0,True,False,True,False,1,104256.0,3445.65,Alone,Service,2.0,M,False,CL,Home,0.015221,11681,2659,1327,4007,True,True,False,Managers,3,2,0,13.0,True,True,0.6955482,0.7459356,0.41359675,True,1.0,0
22500.0,False,True,True,True,0,45000.0,5102.55,Alone,Commercial,2.0,S,False,CL,Home,0.006296,9367,1133,3387,2048,True,False,False,Core,1,3,2,11.0,True,True,0.2711416,0.086297736,0.45789954,True,2.0,0
13500.0,False,False,True,False,0,80865.0,3133.35,Alone,Commercial,1.0,S,False,CL,Home,0.031329,16582,1496,988,124,True,True,True,Low-skill Laborers,1,2,6,9.0,True,True,0.29151782,0.44944787,0.2608559,True,2.0,1
11250.0,False,True,True,True,0,46915.2,2557.8,Alone,nan,1.0,M,False,CL,Home,0.014464,12755,2720,4436,3128,True,False,False,Sales,2,2,2,8.0,True,True,0.32534415,0.10266825,0.53527623,True,2.0,1
42750.0,False,False,False,True,0,76731.3,4100.85,Relative,Service,1.0,M,False,CL,Home,0.007274,19157,501,7910,2702,True,False,False,Sales,2,2,5,12.0,True,True,0.7179207,0.3047331,0.75440615,True,4.0,0
18000.0,False,False,False,True,0,45450.0,1938.6,Relative,Commercial,1.0,M,False,CL,Home,0.026392,14570,901,7614,754,True,False,False,Cleaning,2,2,0,13.0,True,True,0.45590684,0.34198353,0.40140742,True,0.0,1
36000.0,True,False,True,True,1,180000.0,4748.4,Alone,Service,2.0,M,False,CL,Home,0.02461,12508,884,983,4253,True,False,True,Sales,3,2,2,10.0,True,True,0.7064214,0.6111639,0.5424451,True,1.0,0
20250.0,True,False,True,True,1,65672.55,3680.1,Partner,Service,2.0,M,False,CL,Home,0.01885,14449,4605,2572,4860,True,False,False,Core,3,2,6,11.0,True,True,0.5581282,0.6656788,0.30010775,True,1.0,0
15750.0,False,True,True,True,0,50849.55,2459.25,Relative,Commercial,1.0,M,False,CL,Home,0.00702,17711,3108,9450,1258,True,False,True,High skill tech,2,2,2,11.0,True,True,0.7328014,0.71014684,0.3740208,True,4.0,0
13500.0,True,True,True,True,1,45000.0,2188.8,Alone,Service,1.0,M,False,CL,Home,0.0228,12048,1923,895,4543,True,True,True,Laborers,3,2,4,11.0,True,True,0.18207234,0.003757289,0.32016337,True,0.0,0
20250.0,True,False,False,False,2,67500.0,3375.0,Alone,Govt Job,2.0,M,False,RL,Office,0.020713,10658,1585,169,3227,True,False,False,Core,4,1,3,7.0,True,True,0.20885551,0.5887049,0.5100895,True,0.0,0
20250.0,True,False,False,True,1,11992.5,1304.55,Alone,Service,1.0,M,False,CL,Home,0.005002,11561,1581,660,4217,True,True,False,Managers,3,3,6,14.0,True,True,0.4578656,0.7784602,0.6594055,True,1.0,0
10575.0,False,False,True,True,1,70083.0,2260.8,Alone,Govt Job,1.0,S,False,CL,Home,0.018029,17425,4118,6140,969,True,True,True,Laborers,2,3,6,10.0,True,True,0.5137271,0.6420031,0.43473324,True,0.0,0
16200.0,True,False,False,True,0,65449.8,3161.7,Alone,Commercial,1.0,M,False,CL,Home,0.006233,20005,556,12231,3532,True,False,False,Sales,2,2,0,15.0,True,True,0.48183015,0.756664,0.41534716,True,0.0,0
22500.0,False,False,False,False,2,154602.0,4251.15,Alone,Service,1.0,D,False,CL,Home,0.020713,18743,1455,2357,2294,True,False,False,Laborers,3,1,5,8.0,True,True,0.4330806,0.59786475,0.43473324,True,0.0,1
38250.0,False,False,False,False,0,180000.0,7428.6,Alone,Service,2.0,M,False,CL,Home,0.032561,18229,3027,10247,1773,True,True,True,Managers,2,1,4,15.0,True,True,0.77819943,0.76608294,0.4740513,True,3.0,0
10350.0,False,False,False,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.018209,8655,1291,415,589,True,False,True,Core,2,3,4,13.0,True,True,0.3148525,0.18456833,0.63970757,True,0.0,0
13500.0,False,True,False,True,0,24727.5,2268.0,Alone,Commercial,1.0,S,False,CL,Home,0.019101,13840,2220,4643,4784,True,False,True,Laborers,1,2,4,17.0,True,True,0.4648311,0.6359801,0.15100753,True,2.0,0
18000.0,True,False,False,True,0,45450.0,2199.6,Others,Service,2.0,M,False,CL,Home,0.026392,10261,339,711,2953,True,False,False,Drivers,2,2,2,16.0,True,True,0.45060134,0.5074964,0.6528965,True,3.0,0
11250.0,False,True,True,True,1,9164.7,732.6,Relative,Service,2.0,M,False,CL,Home,0.035792,13836,1610,6837,4212,True,False,True,Private service,3,2,4,15.0,True,True,0.36779827,0.70600194,0.79226446,True,3.0,0
31500.0,False,False,True,False,2,14391.0,1623.6,Relative,Commercial,2.0,M,False,CL,Home,0.072508,13017,1324,7121,414,True,False,True,Laborers,4,1,1,9.0,True,True,0.6382186,0.66285515,0.16048893,True,2.0,0
18000.0,False,False,False,False,1,54504.0,2553.75,Alone,Service,2.0,S,False,CL,Home,0.00496,11416,3592,5436,2321,True,False,True,Core,2,2,6,10.0,True,True,0.21582729,0.40092498,0.508287,True,0.0,0
20250.0,False,False,False,True,0,79529.4,7372.35,Relative,Commercial,2.0,M,False,CL,Home,0.005084,18812,4686,2667,2356,True,True,False,Managers,2,2,5,17.0,True,True,0.63525796,0.7100388,0.63303167,True,0.0,0
13500.0,False,False,False,True,0,45000.0,3044.25,Alone,Service,2.0,S,False,CL,Home,0.026392,9839,1077,4407,2507,True,False,True,Core,1,2,6,14.0,True,True,0.4242891,0.622549,0.7726311,True,2.0,0
31500.0,True,False,True,False,3,22950.0,1840.05,Alone,Commercial,2.0,M,False,CL,Home,0.008474,12615,1521,1275,4829,True,True,True,Managers,5,2,4,11.0,True,True,0.71265894,0.6084582,0.6817059,True,0.0,0
13500.0,False,False,True,False,1,116672.4,3221.1,Alone,nan,1.0,M,False,CL,Family,0.018801,13795,2052,6422,4060,True,False,False,Core,3,2,4,9.0,True,True,0.19772924,0.63480484,0.3944954,True,0.0,0
18000.0,False,False,False,True,0,41400.0,3012.3,Alone,Service,2.0,M,False,CL,Home,0.006207,16006,1660,6954,1362,True,True,True,Managers,2,2,6,14.0,True,True,0.47132358,0.5277397,0.119877964,True,5.0,1
15750.0,False,False,False,True,0,25470.0,2493.9,Relative,Govt Job,2.0,M,False,CL,Home,0.003069,19515,10983,406,1786,True,False,False,Managers,2,3,3,13.0,True,True,0.6774736,0.58987457,0.60238636,True,0.0,0
18000.0,True,False,False,True,0,21904.2,1600.2,Alone,Commercial,2.0,M,False,CL,Home,0.025164,15544,1277,1970,4018,True,False,False,Managers,2,2,1,17.0,True,True,0.47202188,0.29398757,0.83478415,True,1.0,0
8100.0,False,False,True,True,1,26710.2,2110.5,Alone,Commercial,1.0,M,False,CL,Home,0.072508,14024,1791,8107,1126,True,False,True,Laborers,3,1,3,18.0,True,True,0.4330003,0.6800453,0.6041126,True,0.0,0
20250.0,True,True,True,True,0,67500.0,2177.55,Alone,Commercial,1.0,M,False,CL,Home,0.018801,17918,4223,3968,1441,True,False,False,Security,2,2,1,12.0,True,True,0.6202133,0.6501433,0.3392877,True,5.0,0
15750.0,True,False,False,False,0,154602.0,4078.35,Alone,Service,2.0,M,False,CL,Home,0.028663,12324,319,6286,3863,True,False,False,Accountants,2,2,3,12.0,True,True,0.6686411,0.6825807,0.47225335,True,0.0,0
13050.0,False,False,False,False,0,45000.0,2201.85,Alone,Service,2.0,S,False,CL,Home,0.01452,11320,798,1565,2921,True,True,False,Accountants,1,2,5,16.0,True,True,0.3567465,0.07282608,0.40661743,True,1.0,0
6525.0,True,False,True,True,0,79083.0,5767.65,Alone,Service,2.0,D,False,CL,Home,0.009334,19313,879,6105,2849,True,False,True,High skill tech,1,2,3,9.0,True,True,0.5692153,0.66150993,0.28078958,True,0.0,0
18000.0,False,True,False,True,3,69750.0,2766.15,Alone,Commercial,2.0,D,False,CL,Home,0.006629,14361,1900,8170,163,True,False,False,Core,4,2,4,9.0,True,True,0.50289553,0.75110555,0.6769925,True,1.0,0
20250.0,False,False,True,False,0,18000.0,1909.8,Alone,Service,1.0,S,False,CL,Family,0.072508,10765,1893,5558,3432,True,True,True,Sales,1,1,4,10.0,True,True,0.18317544,0.28589788,0.79813725,True,0.0,0
18000.0,False,False,True,True,0,28440.0,2259.9,Alone,Service,1.0,M,False,CL,Home,0.04622,12691,2374,390,1628,True,False,False,Sales,2,1,0,14.0,True,True,0.32861215,0.7462339,0.000527265,True,3.0,0
36000.0,False,False,True,False,0,42750.0,1224.9,Alone,Commercial,2.0,M,False,CL,Home,0.007274,15085,565,719,1289,True,False,False,High skill tech,2,2,5,14.0,True,True,0.58144724,0.5721391,0.60238636,True,0.0,1
13500.0,False,False,False,True,1,14220.0,938.7,Alone,Service,1.0,S,False,CL,Home,0.031329,14592,2240,5323,4049,True,False,False,Sales,2,2,6,11.0,True,True,0.412228,0.5858427,0.25533178,True,4.0,0
20250.0,True,False,True,False,1,26955.0,1823.4,Alone,Service,1.0,M,False,CL,Home,0.008474,9136,1437,3878,1788,True,True,False,Laborers,3,2,4,21.0,True,True,0.18782702,0.5201856,0.04175936,True,0.0,1
13500.0,False,True,True,True,0,33750.0,1687.5,Alone,Commercial,1.0,S,False,RL,Home,0.025164,19199,369,2190,2729,True,False,False,Sales,1,2,0,15.0,True,True,0.34370252,0.5529139,0.15008518,True,6.0,1
13500.0,True,True,False,True,0,56805.75,2745.9,Alone,Service,1.0,M,False,CL,Home,0.030755,15888,130,8641,4423,True,False,True,High skill tech,2,2,0,11.0,True,True,0.77583474,0.78237236,0.84258926,True,1.0,0
18000.0,True,False,True,True,0,72532.8,2618.1,Alone,Service,2.0,W,False,CL,Home,0.0228,20046,4710,6353,3498,True,False,True,High skill tech,1,2,2,16.0,True,True,0.77251685,0.6447977,0.824595,True,0.0,0
19350.0,False,False,True,True,0,84099.6,2471.85,Alone,Commercial,1.0,D,False,CL,Home,0.025164,20769,6242,13063,2240,True,False,False,High skill tech,1,2,3,15.0,True,True,0.84405583,0.49446416,0.6212263,True,2.0,0
18000.0,False,False,False,True,0,53691.75,3010.95,Alone,Commercial,2.0,M,False,CL,Home,0.072508,13584,667,7564,4110,True,False,False,Managers,2,1,6,13.0,True,True,0.49181816,0.7611053,0.6313545,True,1.0,0
22500.0,False,False,True,True,0,67500.0,3375.0,Alone,Commercial,2.0,S,False,RL,Home,0.032561,18193,222,8400,1532,True,False,False,Sales,1,1,2,16.0,True,True,0.7402423,0.7357597,0.8128226,True,3.0,0
7650.0,False,False,False,True,1,6236.1,629.55,Partner,Service,1.0,M,False,CL,Home,0.022625,15589,4948,2136,4040,True,True,False,Laborers,3,2,6,16.0,True,True,0.6784193,0.58060175,0.52449644,True,0.0,0
20250.0,False,False,True,True,2,27000.0,1350.0,Relative,Govt Job,2.0,M,False,RL,Home,0.006852,12434,1617,1471,2940,True,False,False,Core,4,3,2,10.0,True,True,0.6315634,0.4063836,0.6738301,True,0.0,0
18000.0,True,True,True,True,0,67500.0,1986.75,Alone,nan,1.0,M,False,CL,Home,0.026392,13728,6384,2544,3610,True,False,False,Medicine,2,2,2,16.0,True,True,0.7069143,0.634318,0.73381454,True,1.0,0
10800.0,False,False,False,False,0,34650.0,1813.95,Alone,Commercial,1.0,M,False,CL,Home,0.011657,9884,1676,7808,1842,True,False,True,Sales,2,1,2,21.0,True,True,0.44863483,0.5999029,0.6212263,True,3.0,0
20250.0,False,True,True,True,1,112027.5,4759.65,Alone,Service,1.0,M,False,CL,Home,0.032561,13973,2941,8090,3357,True,False,True,Accountants,3,1,6,18.0,True,True,0.54396063,0.6704359,0.22383131,True,0.0,0
15750.0,False,True,False,True,2,31410.0,1911.15,Alone,Commercial,2.0,M,False,CL,Home,0.025164,10567,1460,4069,145,True,False,False,Managers,4,2,6,12.0,True,True,0.50392306,0.54808724,0.53707,True,3.0,0
9000.0,False,False,True,False,1,33284.25,1094.4,Alone,Service,1.0,M,False,CL,Home,0.020246,14879,161,8802,4262,True,False,True,Laborers,3,3,2,9.0,True,True,0.17368929,0.42407355,0.6212263,True,0.0,0
11250.0,False,False,True,False,1,25128.0,1106.55,Others,Service,1.0,D,False,CL,Municipal,0.008019,9717,2651,4018,2229,True,False,False,Sales,2,2,4,11.0,True,True,0.47327775,0.4067371,0.44896227,True,1.0,0
9900.0,False,True,True,False,0,69750.0,2597.85,Alone,Service,1.0,M,False,CL,Home,0.031329,14830,1826,2427,4541,True,True,True,Laborers,2,2,4,10.0,True,True,0.55504346,0.56626225,0.41010258,True,0.0,0
22500.0,True,False,False,True,0,45000.0,2250.0,Alone,Commercial,2.0,M,False,RL,Home,0.072508,22560,5877,13333,4168,True,False,False,Managers,2,1,2,13.0,True,True,0.85499656,0.6625961,0.4382814,True,0.0,0
11250.0,False,False,False,False,0,50849.55,2002.5,Alone,Govt Job,1.0,M,False,CL,Home,0.011703,16528,3582,1542,44,True,False,False,Medicine,2,2,3,14.0,True,True,0.40665802,0.69711554,0.622922,True,5.0,0
56250.0,False,True,True,True,1,78713.1,4193.55,Alone,nan,2.0,S,False,CL,Home,0.04622,17719,944,133,1243,True,False,True,Accountants,2,1,2,13.0,True,True,0.74968165,0.75103194,0.20796417,True,3.0,0
21150.0,False,True,False,True,0,45000.0,2441.25,Alone,Commercial,1.0,M,False,CL,Home,0.04622,10034,1053,4635,2652,True,False,True,Laborers,2,1,5,18.0,True,True,0.19929317,0.6186255,0.47045612,True,1.0,1
13050.0,True,False,False,True,1,48600.0,2350.8,Alone,nan,1.0,M,False,CL,Home,0.018209,11553,1033,256,1116,True,False,False,Sales,3,3,6,10.0,True,True,0.40943158,0.2435563,0.36061257,True,3.0,1
15750.0,False,True,True,False,0,64008.0,2092.95,Relative,Service,1.0,M,False,CL,Home,0.008575,19498,2947,10626,3000,True,False,True,Sales,2,2,3,17.0,True,True,0.8844204,0.65056103,0.45969045,True,0.0,0
18000.0,False,True,False,True,0,33183.45,2018.25,Alone,Commercial,2.0,M,False,CL,Home,0.020713,22322,5748,13660,4131,True,False,False,Sales,2,2,5,5.0,True,True,0.844982,0.5142939,0.77640986,True,3.0,0
14400.0,True,True,False,True,0,45000.0,2753.1,Alone,Service,1.0,M,False,CL,Home,0.002042,17398,4976,947,931,True,False,False,Laborers,2,3,5,16.0,True,True,0.6155447,0.34098038,0.7032033,True,2.0,0
13500.0,False,True,False,True,0,86256.0,2534.85,Alone,Service,1.0,M,False,CL,Home,0.020246,16502,836,242,49,True,False,False,Sales,2,3,5,11.0,True,True,0.5649185,0.49158913,0.32489124,True,1.0,0
20250.0,True,False,False,False,0,90450.0,2917.8,Alone,Service,1.0,M,False,CL,Home,0.028663,13125,351,4213,4823,True,True,False,High skill tech,2,2,4,15.0,True,True,0.8054782,0.46896797,0.8193177,True,0.0,0
18000.0,False,False,True,True,1,87993.45,3502.8,Alone,Service,1.0,S,False,CL,Home,0.022625,16850,886,4983,405,True,False,False,Drivers,2,2,4,11.0,True,True,0.6910296,0.5750219,0.7738957,True,1.0,0
20250.0,False,False,True,False,1,30146.4,808.2,Alone,Service,1.0,M,False,CL,Home,0.006671,12883,118,1035,1679,True,False,True,Laborers,3,2,4,11.0,True,True,0.17039798,0.5599033,0.60927564,True,0.0,0
18000.0,True,False,False,True,0,101875.05,9937.35,Relative,Commercial,1.0,M,False,CL,Home,0.04622,12246,1294,370,2420,True,False,False,Sales,2,1,4,15.0,True,True,0.5667513,0.28589788,0.49927202,True,2.0,0
13500.0,False,False,False,True,0,112500.0,4474.8,Alone,Service,2.0,M,False,CL,Home,0.01452,10497,1478,777,1190,True,False,False,Laborers,2,2,4,13.0,True,True,0.44151115,0.34202784,0.50107515,True,0.0,0
13500.0,False,True,False,True,0,34380.0,1309.05,Alone,Commercial,1.0,S,False,CL,Home,0.025164,19142,1782,12894,2689,True,False,False,Core,1,2,2,8.0,True,True,0.6738337,0.49277514,0.57091653,True,2.0,0
22500.0,False,False,True,False,0,25470.0,2025.0,Alone,Service,1.0,M,False,CL,Municipal,0.010643,20188,249,9517,3616,True,False,False,Laborers,2,2,6,15.0,True,True,0.79587406,0.60248774,0.5100895,True,2.0,0
9000.0,False,False,False,True,0,15750.0,1249.65,Relative,Service,1.0,M,False,CL,Home,0.030755,11694,1922,5012,721,True,True,False,Core,2,2,3,12.0,True,True,0.1737007,0.7495201,0.4902575,True,0.0,0
13500.0,False,False,False,True,1,67500.0,2230.65,Relative,Service,1.0,S,False,CL,Home,0.010006,16064,538,2343,4416,True,True,False,Core,2,2,4,13.0,True,True,0.6963824,0.7388895,0.49386287,True,0.0,0
11250.0,False,False,False,False,0,16707.6,1545.3,Alone,Govt Job,2.0,M,False,CL,Home,0.035792,11019,1114,3017,1997,True,False,False,Medicine,2,2,5,9.0,True,True,0.18591303,0.6779195,0.37233368,True,4.0,0
20250.0,False,False,True,True,0,53420.4,3280.95,Partner,Commercial,1.0,M,False,CL,Home,0.010032,16462,3010,10562,9,True,False,True,Sales,2,2,3,6.0,True,True,0.40988904,0.22400345,0.5316861,True,2.0,1
19350.0,False,False,True,True,0,84099.6,2471.85,Alone,Commercial,1.0,D,False,CL,Home,0.025164,20769,6242,13063,2240,True,False,False,High skill tech,1,2,3,15.0,True,True,0.84405583,0.49446416,0.6212263,True,2.0,0
40500.0,False,True,False,True,0,180000.0,6269.85,Alone,Commercial,2.0,S,False,CL,Home,0.04622,13292,3569,7237,4676,True,True,True,Core,1,1,4,9.0,True,True,0.5014547,0.6930138,0.3457848,True,1.0,0
33750.0,False,False,True,True,1,58500.0,2925.0,Alone,Govt Job,2.0,M,False,RL,Home,0.04622,13072,3762,7228,5345,True,True,False,Core,3,1,3,19.0,True,True,0.620998,0.7288107,0.4920601,True,0.0,0
13500.0,False,False,False,True,1,91224.0,3027.6,Alone,Service,1.0,M,False,CL,Home,0.031329,11694,4886,455,6,True,False,False,Laborers,3,2,3,10.0,True,True,0.39885262,0.3460795,0.6817059,True,4.0,0
20250.0,False,False,True,False,0,23985.0,2859.3,Alone,Service,2.0,M,False,CL,Home,0.00733,14664,673,297,4537,True,False,True,Sales,2,2,3,14.0,True,True,0.24111117,0.63151354,0.12064103,True,4.0,0
24750.0,False,True,True,True,1,90000.0,4500.0,Alone,Commercial,2.0,M,False,RL,Home,0.032561,10302,536,4735,2954,True,False,True,Managers,3,1,4,11.0,True,True,0.6900984,0.7092007,0.45789954,True,0.0,0
9000.0,True,False,True,True,0,25870.95,2571.75,Relative,Service,2.0,M,False,CL,Home,0.031329,16212,9203,7159,4675,True,False,False,Core,2,2,0,14.0,True,True,0.5154957,0.47730255,0.5549468,True,2.0,0
11250.0,False,False,False,True,1,22950.0,1023.75,Relative,Service,1.0,M,False,CL,Home,0.018634,12055,1327,1191,3623,True,False,False,Accountants,3,2,6,17.0,True,True,0.8119579,0.7830567,0.4650692,True,3.0,0
14400.0,False,True,False,True,0,49000.5,2658.15,Alone,Service,1.0,M,False,CL,Home,0.020246,10777,2110,231,2368,True,False,True,Secretaries,2,3,3,11.0,True,True,0.47101745,0.7539075,0.52809274,True,4.0,0
20250.0,True,True,False,False,2,128835.0,3780.0,Relative,Commercial,1.0,M,False,CL,Home,0.025164,13172,1107,2811,2811,True,False,False,Core,4,2,2,15.0,True,True,0.62528044,0.5020629,0.52629495,True,3.0,0
18000.0,False,True,True,False,2,154602.0,4520.25,Alone,Service,1.0,M,False,CL,Home,0.026392,11526,1845,5552,2127,True,True,False,Sales,4,2,3,17.0,True,True,0.58394486,0.35242102,0.29558265,True,1.0,1
36000.0,True,False,True,True,0,77532.75,3087.9,Alone,Service,1.0,M,False,CL,Home,0.018801,18763,1285,928,2293,True,False,False,Laborers,2,2,6,12.0,True,True,0.5178223,0.6018591,0.52809274,True,4.0,0
40500.0,True,False,False,True,0,67500.0,3260.25,Alone,Service,1.0,M,False,CL,Home,0.020713,17349,2216,1564,901,True,False,False,Sales,2,2,1,6.0,True,True,0.59384215,0.37749052,0.6848277,True,3.0,0
18000.0,False,True,False,False,0,75519.0,3645.9,Alone,Service,1.0,M,False,CL,Home,0.018801,12546,1009,41,1694,True,False,False,Laborers,2,2,3,16.0,True,True,0.4798861,0.6574291,0.33125088,True,3.0,0
36000.0,False,False,True,True,0,180000.0,5457.6,Alone,Service,2.0,M,False,CL,Home,0.04622,15796,1247,8583,2563,True,False,False,Managers,2,1,6,10.0,True,True,0.76131713,0.76262087,0.5937176,True,6.0,0
24750.0,False,True,True,True,0,52128.0,4472.55,Alone,Commercial,2.0,S,False,CL,Home,0.072508,16188,1010,2234,2242,True,False,False,Managers,1,1,4,19.0,True,True,0.7719104,0.7319028,0.62967426,True,3.0,0
32400.0,True,False,False,True,0,105218.1,5385.15,Alone,Commercial,1.0,M,False,CL,Home,0.006629,23754,5300,7108,4518,True,False,False,High skill tech,2,2,1,11.0,True,True,0.62336683,0.69228756,0.57091653,True,3.0,0
16650.0,True,True,False,True,0,26955.0,1389.15,Relative,Service,1.0,M,False,CL,Home,0.005084,19009,5177,2675,105,True,False,False,Sales,2,2,5,12.0,True,True,0.67161316,0.59426874,0.6754133,True,1.0,0
4050.0,False,False,False,True,2,10425.6,1107.45,Kids,Service,1.0,M,False,CL,Home,0.025164,10314,298,1143,2954,True,False,False,Medicine,4,2,4,9.0,True,True,0.35856608,0.37826678,0.70018387,True,1.0,0
63000.0,False,True,True,False,0,90000.0,4500.0,Alone,Commercial,2.0,S,False,RL,Home,0.003541,20991,1845,807,4166,True,False,False,High skill tech,1,1,5,13.0,True,True,0.7862814,0.63136595,0.37910047,True,0.0,0
13500.0,True,False,False,False,0,22500.0,2362.5,Alone,Service,1.0,M,False,CL,Home,0.00712,16773,723,1905,170,True,False,True,Laborers,2,2,3,15.0,True,True,0.8370408,0.6408463,0.36394525,True,2.0,0
22500.0,True,False,False,False,1,85588.2,3639.15,Alone,Govt Job,2.0,M,False,CL,Home,0.030755,12131,1663,1493,3565,True,False,False,Managers,3,2,6,15.0,True,True,0.7661563,0.75000834,0.47764915,True,1.0,0
13950.0,False,True,True,True,1,112517.1,4475.25,Partner,Service,1.0,M,False,CL,Home,0.020246,13303,421,4562,4562,True,False,True,Laborers,3,3,3,14.0,True,True,0.5154317,0.42359295,0.79813725,True,2.0,0
13500.0,False,True,False,True,0,5094.0,617.4,Alone,Service,1.0,M,False,CL,Home,0.003069,11604,1031,253,4184,True,False,False,Sales,2,3,4,13.0,True,True,0.68185765,0.56101304,0.38591468,True,4.0,0
13500.0,True,False,False,False,1,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.011703,7708,742,7688,297,True,False,True,Accountants,3,2,6,15.0,True,True,0.4158845,0.6228675,0.34252888,True,0.0,1
24750.0,True,False,True,False,2,90000.0,2987.55,Alone,Govt Job,2.0,M,False,CL,Municipal,0.009334,12000,4039,1695,4622,True,False,False,Managers,4,2,3,15.0,True,True,0.29213712,0.71084404,0.7366227,True,0.0,0
27000.0,True,True,False,False,0,97128.0,5423.4,Alone,Service,2.0,M,False,CL,Home,0.00823,18672,236,7691,2198,True,True,True,Core,2,2,1,17.0,True,True,0.6389142,0.57958436,0.47764915,True,0.0,0
27000.0,False,True,True,True,2,76022.55,3233.7,Alone,Service,2.0,M,False,CL,Home,0.019101,19155,6196,8365,2695,True,False,False,Managers,4,2,5,16.0,True,True,0.63668025,0.65114737,0.8193177,True,2.0,0
27000.0,True,False,False,True,0,21150.0,2509.65,Alone,Commercial,1.0,M,False,CL,Home,0.072508,8684,209,6001,1366,True,False,True,Managers,2,1,5,13.0,True,True,0.3108733,0.39473304,0.27500036,True,4.0,0
18000.0,False,True,True,False,0,45000.0,2188.8,Alone,Commercial,2.0,M,False,CL,Family,0.035792,16638,623,7217,185,True,False,True,Drivers,2,2,4,12.0,True,True,0.26021102,0.6610446,0.000527265,True,2.0,0
15750.0,False,True,False,False,0,135000.0,3712.5,Alone,Govt Job,2.0,M,False,CL,Home,0.04622,17046,3890,5000,592,True,True,True,Core,2,1,2,12.0,True,True,0.6472568,0.7724674,0.17249547,True,3.0,0
9000.0,False,True,True,True,0,22500.0,1095.3,Group,Service,2.0,D,False,CL,Home,0.010556,18130,666,4559,1670,True,True,True,Laborers,1,3,6,12.0,True,True,0.7548934,0.78758746,0.58323795,True,2.0,0
11250.0,False,True,True,True,0,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Home,0.030755,11873,1108,1023,3920,True,False,False,Private service,2,2,4,17.0,True,True,0.40429062,0.7712968,0.71803284,True,1.0,0
27000.0,False,False,True,False,1,128835.0,3780.0,Alone,Service,1.0,M,False,CL,Home,0.010006,14391,3010,3383,2274,True,True,False,Core,3,2,5,12.0,True,True,0.8037063,0.6778192,0.23401517,True,2.0,0
20250.0,True,False,False,True,0,135000.0,7538.4,Alone,Commercial,2.0,M,False,CL,Home,0.072508,10621,473,1336,1392,True,False,True,Core,2,1,4,16.0,True,True,0.5640471,0.42403084,0.46686402,True,1.0,0
9000.0,False,False,False,True,0,25470.0,2025.0,Alone,Service,1.0,M,False,CL,Home,0.007274,9179,115,973,722,True,False,False,Laborers,2,2,3,14.0,True,True,0.2835451,0.59021837,0.47764915,True,4.0,0
13500.0,False,False,False,True,1,22500.0,2238.3,Alone,Service,1.0,S,False,CL,Home,0.003818,12583,2654,6448,5029,True,False,True,Laborers,2,2,0,6.0,True,True,0.31033194,0.5429259,0.70018387,True,4.0,0
18000.0,False,False,False,False,0,176211.0,4858.65,Alone,Service,2.0,M,False,CL,Home,0.032561,13104,2809,3164,588,True,True,False,Laborers,2,1,2,18.0,True,True,0.74783254,0.6646804,0.2940831,True,2.0,0
9000.0,False,False,False,False,0,8794.8,607.95,Alone,Service,1.0,S,False,CL,Home,0.008625,12223,1020,5625,4745,True,False,False,Low-skill Laborers,1,2,2,12.0,True,True,0.5333489,0.19184096,0.000527265,True,3.0,0
24750.0,False,False,False,True,0,20376.0,1609.65,Alone,Govt Job,1.0,M,False,CL,Home,0.008625,18862,872,8074,2424,True,True,False,High skill tech,2,2,5,11.0,True,True,0.5665646,0.6437753,0.56737924,True,2.0,0
20250.0,False,True,False,True,0,180000.0,6269.85,Alone,Service,1.0,M,False,CL,Home,0.028663,20047,3621,438,3571,True,False,False,Laborers,2,2,2,16.0,True,True,0.7856033,0.58986926,0.45610973,True,0.0,0
36000.0,True,False,True,False,1,48564.0,4467.15,Alone,Commercial,2.0,M,False,CL,Home,0.006305,11568,1508,3221,804,True,False,True,Managers,3,3,6,15.0,True,True,0.1492161,0.40538168,0.22888342,True,3.0,0
22500.0,True,False,False,True,0,67500.0,5346.0,Alone,Commercial,2.0,S,False,CL,Home,0.01452,14634,2196,3962,2940,True,False,False,Sales,1,2,5,12.0,True,True,0.44657162,0.63354665,0.22508687,True,0.0,0
20250.0,True,True,True,True,0,93830.4,3114.0,Alone,Service,1.0,S,False,CL,Home,0.008625,10044,1089,818,818,True,False,False,Realty agents,1,2,1,10.0,True,True,0.33649534,0.35657927,0.391055,True,3.0,0
12600.0,False,False,True,True,0,20376.0,2174.85,Alone,Service,2.0,M,False,CL,Home,0.010966,18676,2894,3251,2191,True,False,False,Core,2,2,1,12.0,True,True,0.78842884,0.7540819,0.17665258,True,0.0,0
9000.0,True,False,False,False,0,86256.0,2521.8,Alone,Service,1.0,M,False,CL,Home,0.010276,15130,740,8469,4369,True,True,False,Sales,2,2,3,12.0,True,True,0.31762207,0.13240986,0.5585066,True,2.0,0
7200.0,True,False,True,True,1,36000.0,2857.05,Alone,Service,1.0,M,False,CL,Home,0.018209,10258,2276,4217,2937,True,False,False,Security,3,3,5,8.0,True,True,0.19765075,0.5530328,0.4902575,True,3.0,0
11250.0,False,False,False,True,0,149308.66,5202.9,Alone,Service,2.0,M,False,CL,Home,0.020246,20020,6163,9481,3512,True,False,False,Managers,2,3,1,10.0,True,True,0.60310954,0.29583827,0.5226973,True,1.0,0
14400.0,True,False,True,True,1,54504.0,2553.75,Partner,Commercial,2.0,M,False,CL,Home,0.019689,11026,841,1401,397,True,False,False,Accountants,3,2,6,15.0,True,True,0.4736149,0.59101677,0.5064842,True,1.0,0
27000.0,True,False,False,False,0,124143.75,3642.75,Alone,Commercial,2.0,M,False,CL,Home,0.018801,11971,1303,3658,2684,True,False,False,Managers,2,2,1,11.0,True,True,0.7577379,0.6479666,0.47225335,True,5.0,0
9000.0,False,True,True,True,0,45000.0,2525.85,Alone,Service,1.0,M,False,CL,Home,0.030755,20910,3562,9593,4466,True,True,True,High skill tech,2,2,1,13.0,True,True,0.7252141,0.6592883,0.47045612,True,1.0,0
18000.0,False,False,True,False,1,49945.05,4593.6,Kids,Govt Job,1.0,M,False,CL,Family,0.04622,11344,1521,5440,3536,True,False,False,Medicine,3,1,4,14.0,True,True,0.18128514,0.54075444,0.41359675,True,0.0,0
18000.0,False,False,False,False,0,67500.0,5332.95,Alone,Service,2.0,M,False,CL,Home,0.01885,13581,270,4455,2344,True,False,True,Accountants,2,2,3,13.0,True,True,0.5235758,0.70831597,0.53707,True,1.0,0
8100.0,False,False,False,True,1,13500.0,675.0,Alone,Service,1.0,M,False,RL,Family,0.001417,9571,2609,1506,1422,True,False,False,Medicine,3,2,4,9.0,True,True,0.42448992,0.73727465,0.2020866,True,0.0,1
18000.0,False,False,True,True,0,49500.0,2475.0,Relative,Commercial,2.0,M,False,RL,Home,0.031329,9994,2815,844,1179,True,True,False,Managers,2,2,6,16.0,True,True,0.38869277,0.15967923,0.45253357,True,0.0,0
11250.0,False,True,True,True,2,32702.4,2142.0,Alone,Service,1.0,M,False,CL,Home,0.00702,13253,2256,17,2240,True,False,False,Laborers,4,2,2,11.0,True,True,0.36628678,0.48897147,0.7281413,True,0.0,0
18900.0,False,True,True,True,1,64008.0,3113.1,Alone,Service,2.0,M,False,CL,Home,0.04622,12588,3834,6699,2157,True,True,False,Accountants,3,1,4,14.0,True,True,0.7842872,0.1048748,0.12850438,True,0.0,0
22500.0,True,True,True,True,1,45846.0,3335.85,Alone,Commercial,1.0,M,False,CL,Home,0.04622,14374,2037,2749,726,True,True,True,Managers,3,1,2,7.0,True,True,0.7485453,0.44772238,0.63470554,True,1.0,0
23400.0,False,True,True,True,2,67217.4,2482.2,Alone,Commercial,2.0,M,False,CL,Home,0.0228,13922,1214,2990,4613,True,False,False,Core,4,2,3,12.0,True,True,0.38339436,0.69320446,0.51369375,True,1.0,0
13950.0,False,False,False,True,1,106741.8,3456.45,Alone,Service,1.0,M,False,CL,Home,0.005144,13963,168,1445,4888,True,False,False,Managers,3,2,4,15.0,True,True,0.2780009,0.63485044,0.57620883,True,0.0,0
6750.0,False,False,True,True,0,28440.0,1864.35,Alone,Commercial,1.0,M,False,CL,Home,0.018801,11856,1057,11842,727,True,False,False,Laborers,2,2,2,14.0,True,True,0.28821173,0.5898428,0.47045612,True,0.0,0
6750.0,False,False,False,True,1,25650.0,1714.05,Alone,Service,1.0,M,False,CL,Home,0.025164,10307,115,6581,1142,True,False,False,Medicine,3,2,4,10.0,True,True,0.08387266,0.42080835,0.5388627,True,1.0,0
22500.0,True,False,False,True,2,45000.0,2250.0,Alone,Commercial,2.0,M,False,RL,Home,0.04622,13707,388,7475,4670,True,False,False,HR,4,1,3,10.0,True,True,0.74290866,0.76143116,0.41184855,True,0.0,0
9000.0,False,True,False,True,0,28440.0,2259.9,Alone,Service,1.0,M,False,CL,Home,0.003813,16347,4557,999,2287,True,False,False,Sales,2,2,3,10.0,True,True,0.50672483,0.5385488,0.113922395,True,3.0,1
11250.0,True,True,False,False,0,80865.0,2460.15,Alone,nan,1.0,M,False,CL,Home,0.01885,17942,3530,12022,1470,True,False,True,Accountants,2,2,4,17.0,True,True,0.6930153,0.60778075,0.15568937,True,2.0,0
13500.0,True,False,True,True,1,34380.0,1615.5,Alone,Commercial,1.0,M,False,CL,Home,0.025164,9356,1949,398,1867,True,False,True,Laborers,3,2,1,14.0,True,True,0.5228701,0.53337675,0.115386665,True,1.0,1
20250.0,False,True,True,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.028663,9135,970,3208,1794,True,False,False,Sales,2,2,0,13.0,True,True,0.3279767,0.46757954,0.37740424,True,6.0,1
18000.0,False,False,True,False,0,90000.0,4795.2,Alone,Commercial,2.0,S,False,CL,Home,0.006671,10480,1861,4995,2881,True,False,True,Core,1,2,2,10.0,True,True,0.4363954,0.6193888,0.6075573,True,0.0,0
45000.0,True,False,False,True,2,25470.0,3022.65,Alone,Service,2.0,M,False,CL,Home,0.003541,12696,2362,3530,3397,True,False,False,Accountants,4,1,4,8.0,True,True,0.7888974,0.75778556,0.47764915,True,4.0,0
31500.0,False,True,False,True,0,79083.0,6261.3,Alone,Service,2.0,D,False,CL,Home,0.010147,15519,1212,321,2175,True,False,False,Managers,1,2,1,12.0,True,True,0.6498559,0.20168224,0.45969045,True,2.0,0
18000.0,True,True,True,True,0,23234.4,1130.85,Alone,Service,1.0,M,False,CL,Home,0.025164,16568,9121,7946,113,True,False,False,Laborers,2,2,2,8.0,True,True,0.22271667,0.055512663,0.7394118,True,1.0,0
13500.0,False,True,True,False,0,47404.8,2584.35,Alone,Service,1.0,M,False,CL,Municipal,0.006671,15088,497,1172,3658,True,False,False,Private service,2,2,1,13.0,True,True,0.43714562,0.64048386,0.83478415,True,1.0,0
11250.0,False,False,True,True,2,20739.6,1338.3,Alone,Service,2.0,M,False,CL,Home,0.00733,10917,962,5056,3050,True,False,False,Core,4,2,6,10.0,True,True,0.4762226,0.4849506,0.39794633,True,1.0,0
23400.0,False,True,True,True,1,72000.0,3600.0,Alone,Service,2.0,M,False,RL,Home,0.020713,13454,1170,7189,4553,True,False,True,Managers,3,2,5,6.0,True,True,0.47132578,0.4463872,0.3392877,True,2.0,0
11250.0,False,False,False,True,0,30146.4,2206.8,Alone,Commercial,2.0,M,False,CL,Home,0.005084,11247,2537,1211,1129,True,False,False,Core,2,2,5,11.0,True,True,0.59897625,0.67145944,0.391055,True,2.0,0
9000.0,True,False,False,False,2,56138.4,5552.55,Alone,Service,1.0,M,False,CL,Home,0.018801,14101,4271,6707,4491,True,True,True,Drivers,4,2,1,7.0,True,True,0.47135222,0.49421817,0.62967426,True,1.0,0
22500.0,False,False,False,True,0,94230.0,3052.8,Alone,Service,1.0,M,False,CL,Home,0.02461,11865,1774,5608,4154,True,False,False,Laborers,2,2,4,10.0,True,True,0.24282005,0.6847042,0.8193177,True,3.0,0
13500.0,True,True,True,True,1,20250.0,1012.5,Alone,Commercial,2.0,M,False,RL,Shared,0.025164,13268,425,466,3642,True,False,False,Accountants,3,2,5,13.0,True,True,0.40309685,0.57029665,0.4311918,True,0.0,0
15750.0,False,True,True,True,0,67500.0,1947.6,Alone,Govt Job,2.0,S,False,CL,Home,0.026392,22110,9362,1414,4286,True,False,True,Core,1,2,3,17.0,True,True,0.71242714,0.7125759,0.7530674,True,0.0,0
11250.0,False,True,False,True,1,49053.6,1862.1,Alone,Service,1.0,M,False,CL,Home,0.020246,13942,935,7665,1116,True,False,False,Sales,3,3,4,10.0,True,True,0.5948395,0.5203603,0.7223929,True,2.0,0
22500.0,True,False,True,True,2,59256.0,3038.4,Alone,Service,1.0,M,False,CL,Municipal,0.018029,11833,1199,1533,353,True,True,False,Managers,4,3,1,11.0,True,True,0.3718628,0.6530177,0.25670558,True,3.0,0
9000.0,True,True,False,True,1,27000.0,1350.0,Alone,Commercial,0.0,M,False,RL,Home,0.04622,11937,3679,2158,85,True,True,False,Laborers,3,1,5,14.0,True,True,0.6157622,0.38684604,0.5100895,True,0.0,0
11250.0,True,False,False,True,1,29977.2,1471.05,Alone,Service,1.0,M,False,CL,Home,0.010276,16138,797,10181,3926,True,False,False,Laborers,3,2,6,14.0,True,True,0.46275812,0.6605937,0.57091653,True,0.0,0
18000.0,True,False,True,True,1,54504.0,2553.75,Relative,Service,2.0,M,False,CL,Home,0.006852,13965,243,3257,630,True,False,False,Managers,3,3,5,9.0,True,True,0.27988368,0.119964816,0.2213352,True,9.0,1
31500.0,False,True,True,True,1,52863.3,2239.65,Relative,Govt Job,1.0,M,False,CL,Home,0.010276,17696,11016,3102,1245,True,False,False,Medicine,3,2,5,12.0,True,True,0.63324434,0.63367355,0.48845518,True,0.0,0
22500.0,True,False,True,True,1,112500.0,3302.55,Alone,Govt Job,1.0,M,False,CL,Home,0.00702,11695,3929,11665,4061,True,True,False,Laborers,3,2,3,14.0,True,True,0.35099852,0.6036707,0.6910212,True,0.0,0
36000.0,True,False,True,False,1,90000.0,3232.8,Alone,Service,2.0,D,False,CL,Home,0.006207,11314,1450,857,2731,True,True,False,Managers,2,2,4,14.0,True,True,0.58681977,0.63662285,0.59197664,True,1.0,0
13500.0,False,False,False,True,1,38053.35,1958.4,Alone,Govt Job,1.0,M,False,CL,Home,0.01885,13797,1114,12357,4003,True,False,False,Medicine,3,2,5,10.0,True,True,0.7543713,0.7271566,0.6785677,True,2.0,0
24750.0,True,True,False,False,0,50021.1,2677.95,Alone,Commercial,1.0,M,False,CL,Home,0.018801,16491,5081,5273,27,True,False,False,Medicine,2,2,4,14.0,True,True,0.7339111,0.5452692,0.3944954,True,2.0,0
33750.0,False,True,False,True,0,78192.0,6190.65,Alone,Service,1.0,M,False,CL,Home,0.010006,14440,1766,3401,3320,True,False,False,Sales,2,2,1,9.0,True,True,0.65886617,0.70658255,0.29109737,True,1.0,0
27000.0,True,False,True,False,0,89476.65,2970.0,Alone,Commercial,1.0,D,False,CL,Home,0.019689,18664,10267,8396,1509,True,False,False,Laborers,1,2,1,13.0,True,True,0.7768355,0.17357393,0.63970757,True,2.0,0
27000.0,False,False,False,True,1,83538.0,4032.0,Kids,Service,2.0,D,False,CL,Home,0.009657,15789,8205,5403,4862,True,False,True,Medicine,2,2,2,13.0,True,True,0.5674783,0.6148057,0.5298898,True,1.0,0
9000.0,False,False,False,False,0,52128.0,3539.25,Alone,Service,1.0,D,False,CL,Home,0.006305,14905,443,2783,2058,True,True,True,Sales,1,3,2,8.0,True,True,0.47321823,0.716763,0.824595,True,1.0,0
15750.0,False,True,False,False,1,132102.0,3542.4,Alone,Commercial,1.0,M,False,CL,Municipal,0.02461,15985,664,3122,4638,True,False,False,High skill tech,3,2,3,18.0,True,True,0.3240591,0.70416945,0.6161217,True,3.0,1
15750.0,True,False,False,False,0,54449.1,1756.35,Alone,Service,1.0,D,False,CL,Home,0.010643,13577,791,7668,4588,True,True,False,Drivers,1,2,4,11.0,True,True,0.8424962,0.34209672,0.6594055,True,1.0,0
13500.0,False,False,True,True,1,102474.0,4942.8,Alone,Service,1.0,M,False,CL,Home,0.031329,11314,3876,2744,2744,True,False,False,Laborers,3,2,5,9.0,True,True,0.2424578,0.6341709,0.6109913,True,0.0,1
20250.0,False,True,False,True,2,67500.0,3247.2,Alone,Service,1.0,D,False,CL,Home,0.006207,12066,3465,5708,4410,True,False,False,Core,3,2,1,14.0,True,True,0.31311604,0.44603056,0.6986675,True,1.0,0
31500.0,True,False,True,True,2,58476.6,2998.8,Partner,Service,2.0,M,False,CL,Home,0.020713,17051,9348,7280,587,True,False,True,Core,4,2,5,8.0,True,True,0.43137988,0.4920209,0.6446794,True,3.0,0
6750.0,False,True,True,True,0,35844.3,1300.5,Alone,Commercial,1.0,D,False,CL,Home,0.008068,17137,272,9587,690,True,False,False,Cleaning,1,3,6,9.0,True,True,0.774709,0.292492,0.7713616,True,2.0,0
9000.0,False,False,True,True,1,41702.4,3240.0,Alone,Service,2.0,M,False,CL,Municipal,0.007114,11712,702,4975,4030,True,False,True,Accountants,3,2,3,17.0,True,True,0.76756287,0.17680317,0.54423475,True,2.0,0
15750.0,True,False,False,True,0,30794.4,3267.45,Alone,Service,1.0,M,False,CL,Home,0.018634,13373,4227,2467,4850,True,False,True,Laborers,2,2,1,12.0,True,True,0.3206029,0.7738021,0.18848954,True,0.0,0
33300.0,False,True,True,True,0,97128.0,5423.4,Alone,Service,2.0,M,False,CL,Home,0.072508,14895,669,4550,1784,True,False,True,Managers,2,1,2,11.0,True,True,0.8912237,0.71250427,0.6738301,True,0.0,0
27000.0,False,False,False,False,0,67500.0,5332.95,Alone,Commercial,1.0,S,False,CL,Home,0.032561,14675,2052,8818,4772,True,False,True,Managers,1,1,2,9.0,True,True,0.72130764,0.7813617,0.40140742,True,1.0,0
31500.0,True,False,True,True,1,78713.1,2614.5,Alone,Service,1.0,M,False,CL,Municipal,0.0105,13598,1326,424,4233,True,False,True,Laborers,3,3,3,12.0,True,True,0.084983684,0.486196,0.4830502,True,2.0,0
22500.0,True,False,False,True,1,112500.0,3302.55,Alone,Service,2.0,M,False,CL,Home,0.032561,17190,2170,1100,736,True,False,True,High skill tech,3,1,4,12.0,True,True,0.86488366,0.6809249,0.6801388,True,0.0,0
20700.0,True,True,True,True,1,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.018209,13572,1964,4460,4273,True,False,False,Laborers,3,3,5,9.0,True,True,0.43978995,0.52284306,0.094451696,True,4.0,0
18495.0,True,False,True,True,0,26585.1,1183.95,Alone,Commercial,2.0,M,False,CL,Home,0.0228,9222,899,608,1913,True,False,False,Laborers,2,2,3,12.0,True,True,0.44816697,0.6638611,0.6971469,True,0.0,0
15300.0,False,False,True,False,1,33792.3,2213.1,Alone,Service,1.0,M,False,CL,Home,0.00702,12663,3100,7032,1412,True,False,False,Private service,3,2,2,13.0,True,True,0.3911467,0.72636193,0.32965505,True,1.0,0
16200.0,True,False,False,False,0,45000.0,2732.4,Alone,Commercial,1.0,M,False,CL,Home,0.072508,18247,1161,1114,1415,True,True,False,Sales,2,1,1,10.0,True,True,0.64861184,0.63927954,0.17146836,True,2.0,1
27000.0,True,False,True,True,0,132442.2,3885.3,Partner,Commercial,1.0,M,False,CL,Home,0.04622,13118,414,7199,2439,True,True,False,Managers,2,1,1,19.0,True,True,0.64904284,0.3024584,0.21518241,True,0.0,1
11250.0,True,False,False,True,0,54000.0,2770.2,Alone,Service,1.0,M,False,CL,Home,0.015221,12737,4420,2373,4148,True,False,True,Drivers,2,2,2,13.0,True,True,0.18505566,0.6311776,0.2851799,True,1.0,0
13050.0,True,True,True,True,0,45000.0,3555.45,Alone,Service,2.0,S,False,CL,Home,0.01452,8350,1326,8330,1028,True,False,False,High skill tech,1,2,1,15.0,True,True,0.20386405,0.24735518,0.30010775,True,0.0,0
27000.0,False,False,False,True,0,131211.0,5572.35,Relative,Service,1.0,S,False,CL,Home,0.04622,12147,1289,4366,3548,True,False,True,Cooking,1,1,2,19.0,True,True,0.336673,0.6157167,0.6512602,True,7.0,0
11250.0,False,False,False,False,0,75384.0,2444.85,Relative,Service,1.0,M,False,CL,Home,0.030755,17438,119,10990,981,True,False,False,Sales,2,2,4,10.0,True,True,0.7288856,0.63236296,0.7435593,True,2.0,0
19800.0,True,True,True,True,1,90000.0,2644.65,Alone,Commercial,1.0,M,False,CL,Home,0.010966,13418,1096,117,4263,True,False,False,Core,3,2,1,14.0,True,True,0.45182052,0.68131906,0.5620605,True,2.0,0
6750.0,False,False,False,True,2,79755.75,2648.7,Alone,Service,1.0,M,False,CL,Home,0.020713,13459,5146,6869,2708,True,False,False,Laborers,4,2,4,8.0,True,True,0.45264825,0.5063431,0.6075573,True,1.0,0
13500.0,False,False,True,True,1,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.020246,10741,3091,2164,1212,True,False,True,HR,3,3,5,14.0,True,True,0.21040356,0.49199358,0.0588259,True,2.0,0
15750.0,True,False,True,True,0,76050.0,2236.5,Alone,Service,2.0,M,False,CL,Home,0.018634,12127,823,79,2057,True,False,False,Managers,2,2,4,13.0,True,True,0.5480843,0.6117458,0.6496203,True,2.0,0
13500.0,False,False,False,False,0,28341.9,2252.25,Alone,Service,1.0,S,False,CL,Home,0.009175,12764,1303,6465,4312,True,False,False,Sales,1,2,2,12.0,True,True,0.40393302,0.74216264,0.7091891,True,2.0,0
20250.0,False,False,False,True,0,100692.0,4279.05,Alone,Service,2.0,S,False,CL,Home,0.003813,11770,1570,1068,1985,True,False,False,Sales,1,2,5,7.0,True,True,0.3398249,0.7904125,0.54423475,True,2.0,0
13500.0,True,False,True,False,1,107820.0,3165.3,Partner,Govt Job,1.0,M,False,CL,Home,0.009657,15572,6504,3574,4062,True,False,True,Laborers,3,2,6,10.0,True,True,0.49522743,0.5044573,0.4311918,True,4.0,0
15750.0,True,True,True,False,2,45000.0,2692.8,Alone,Service,2.0,M,False,CL,Home,0.026392,10399,2359,121,3062,True,False,False,Sales,4,2,6,12.0,True,True,0.2202627,0.55198395,0.622922,True,2.0,0
36000.0,False,False,False,True,0,72140.4,4141.35,Alone,nan,1.0,S,False,CL,Municipal,0.002506,17871,6796,1124,1403,True,False,False,Core,1,2,6,9.0,True,True,0.660656,0.65456694,0.51729655,True,3.0,0
20250.0,True,False,False,True,0,31500.0,1888.65,Alone,Commercial,1.0,M,False,CL,Home,0.018209,10801,1564,497,295,True,False,False,Laborers,2,3,4,12.0,True,True,0.49491143,0.30558625,0.4294237,True,2.0,0
15750.0,False,False,False,True,0,67500.0,3260.25,Alone,Service,1.0,M,False,CL,Home,0.026392,20085,267,1318,3620,True,False,False,Core,2,2,5,14.0,True,True,0.74624896,0.5234977,0.4365065,True,4.0,0
11250.0,True,True,True,True,0,40500.0,2025.0,Alone,Service,1.0,M,False,RL,Home,0.025164,11842,921,1924,3002,True,True,True,Sales,2,2,2,13.0,True,True,0.22508521,0.020684328,0.23531051,True,4.0,0
9000.0,False,False,True,True,2,28887.3,1767.15,Alone,Commercial,1.0,M,False,CL,Home,0.00702,16935,592,1652,467,True,False,True,Laborers,4,2,3,18.0,True,True,0.8190839,0.5648115,0.6545293,True,0.0,0
27000.0,True,False,False,True,0,133988.4,3930.75,Alone,nan,1.0,M,False,CL,Home,0.008019,12257,1463,502,4042,True,False,False,Laborers,2,2,1,17.0,True,True,0.28558767,0.21781269,0.2764407,True,1.0,0
13500.0,True,False,False,True,1,15750.0,787.5,Alone,nan,1.0,M,False,RL,Home,0.009549,15480,4366,4805,5677,True,True,True,Security,3,2,5,15.0,True,True,0.53738815,0.61191714,0.7490217,True,0.0,0
45000.0,True,False,True,False,1,143685.0,4201.2,Alone,Commercial,2.0,M,False,CL,Home,0.02461,13119,1851,220,4532,True,False,True,Managers,3,2,1,13.0,True,True,0.82225937,0.7198382,0.50287825,True,5.0,0
20250.0,True,False,True,True,1,37036.35,4408.2,Relative,Commercial,2.0,M,False,CL,Home,0.00702,11321,803,553,2638,True,False,True,High skill tech,3,2,3,15.0,True,True,0.3535419,0.6082707,0.4740513,True,6.0,0
11250.0,False,True,True,True,0,15282.0,1658.7,Alone,Service,2.0,M,False,CL,Home,0.00823,10212,1645,4243,2844,True,False,False,Cooking,2,2,4,12.0,True,True,0.4810335,0.41219917,0.43473324,True,0.0,0
13500.0,False,False,True,True,0,30146.4,2027.7,Alone,Commercial,2.0,M,False,CL,Home,0.016612,12769,1360,925,2028,True,False,False,Sales,2,2,3,11.0,True,True,0.46177155,0.49692953,0.23531051,True,4.0,0
54000.0,True,False,False,True,1,96237.0,7460.55,Alone,Commercial,1.0,M,False,CL,Home,0.04622,16418,4343,1358,4515,True,False,True,Managers,3,1,3,10.0,True,True,0.6189675,0.74077934,0.391055,True,3.0,0
12600.0,False,True,False,False,0,76022.55,3015.0,Alone,Service,1.0,M,False,CL,Home,0.04622,13854,1562,5424,1479,True,False,False,Laborers,2,1,3,9.0,True,True,0.5276291,0.64904326,0.44896227,True,0.0,0
24300.0,True,False,True,True,0,50249.7,3370.95,Alone,Commercial,1.0,M,False,CL,Home,0.016612,19426,4731,1678,2944,True,False,True,Laborers,2,2,2,18.0,True,True,0.8313685,0.62900126,0.51729655,True,1.0,0
18000.0,False,False,True,False,0,90000.0,4795.2,Alone,Commercial,2.0,S,False,CL,Home,0.006671,10480,1861,4995,2881,True,False,True,Core,1,2,2,10.0,True,True,0.4363954,0.6193888,0.6075573,True,0.0,0
24750.0,True,True,True,False,0,85050.0,2243.25,Alone,Commercial,2.0,M,False,CL,Home,0.006629,17368,5314,4730,876,True,False,False,Managers,2,2,5,6.0,True,True,0.59154814,0.66947854,0.54423475,True,0.0,0
36000.0,True,True,True,True,0,180000.0,9157.05,Alone,Commercial,2.0,M,False,CL,Home,0.026392,13556,1084,3240,3266,True,False,False,Accountants,2,2,1,9.0,True,True,0.50889444,0.6217111,0.48485148,True,3.0,0
45000.0,True,False,False,True,0,14391.0,1345.5,Alone,Commercial,2.0,M,False,CL,Home,0.04622,11978,234,5970,4118,True,True,True,Core,2,1,5,11.0,True,True,0.31585065,0.7803176,0.6594055,True,0.0,0
22500.0,False,False,True,True,1,57340.8,2538.9,Relative,Govt Job,2.0,D,False,CL,Home,0.04622,14372,7544,8462,5185,True,False,False,High skill tech,2,1,2,13.0,True,True,0.4227115,0.6224873,0.32489124,True,2.0,0
9000.0,True,True,False,True,0,49597.2,2033.1,Alone,Service,2.0,S,False,CL,Home,0.035792,8789,172,3232,1475,True,False,False,Core,1,2,3,17.0,True,True,0.12547745,0.6776855,0.3656165,True,0.0,0
18000.0,True,False,True,True,1,54504.0,2553.75,Relative,Service,2.0,M,False,CL,Home,0.006852,13965,243,3257,630,True,False,False,Managers,3,3,5,9.0,True,True,0.27988368,0.119964816,0.2213352,True,9.0,1
42750.0,True,False,True,True,2,128835.0,3780.0,Alone,Commercial,2.0,M,False,CL,Home,0.011703,14417,3234,740,4530,True,False,True,Sales,4,2,3,17.0,True,True,0.6604419,0.7689392,0.25533178,True,3.0,0
18000.0,True,False,False,True,0,22500.0,2544.75,Alone,Commercial,2.0,M,False,CL,Home,0.072508,9361,606,3215,1737,True,False,True,High skill tech,2,1,4,19.0,True,True,0.42421138,0.70913756,0.5118918,True,2.0,0
40500.0,False,False,True,False,0,315000.0,7963.2,Alone,Commercial,2.0,D,False,CL,Family,0.01885,13273,1183,1217,4099,True,True,False,Managers,1,2,5,15.0,True,True,0.44380102,0.73273015,0.36227724,True,2.0,0
20250.0,True,False,True,False,2,103712.85,5696.1,Alone,Service,1.0,M,False,CL,Municipal,0.018801,17802,7318,8134,1337,True,False,False,Laborers,4,2,2,14.0,True,True,0.5666471,0.479447,0.6801388,True,2.0,0
7200.0,True,False,True,False,1,33750.0,1212.3,Alone,Service,2.0,M,False,CL,Home,0.015221,10755,1896,822,3440,True,False,False,Core,3,2,1,13.0,True,True,0.40011436,0.193228,0.6738301,True,2.0,0
11250.0,True,False,True,True,1,19350.0,2188.35,Alone,Govt Job,2.0,M,False,CL,Home,0.008068,9547,1080,197,2200,True,True,False,Core,3,3,4,11.0,True,True,0.32473135,0.13622107,0.23661083,True,0.0,0
38250.0,True,False,True,True,0,72846.0,6694.2,Alone,Service,2.0,M,False,CL,Home,0.018634,9915,593,4539,2569,True,False,False,Managers,2,2,5,13.0,True,True,0.3985496,0.45327637,0.48124933,True,0.0,0
8100.0,False,False,True,True,0,59848.65,2162.7,Alone,Service,1.0,M,False,CL,Home,0.020713,15158,4370,9104,4843,True,False,False,Cleaning,2,2,2,12.0,True,True,0.54239017,0.5491594,0.39794633,True,1.0,0
8100.0,False,False,False,True,1,32666.4,1680.75,Others,Service,2.0,M,False,CL,Home,0.006207,12042,2031,4181,4195,True,False,False,Sales,3,2,3,13.0,True,True,0.7695362,0.6564237,0.63970757,True,1.0,0
15750.0,False,False,True,True,0,33192.0,1609.65,Alone,Service,1.0,M,False,CL,Home,0.030755,11425,973,4509,3504,True,False,False,Laborers,2,2,3,18.0,True,True,0.20939498,0.50510776,0.5884878,True,0.0,1
15750.0,False,False,False,True,0,76022.55,3028.05,Alone,Commercial,1.0,M,False,CL,Home,0.00823,8744,632,8018,1431,True,False,False,Laborers,2,2,1,11.0,True,True,0.16858383,0.60420424,0.57091653,True,4.0,0
22500.0,True,True,True,False,1,18000.0,900.0,Alone,Commercial,2.0,M,False,RL,Home,0.006852,15409,5422,5428,4146,True,False,False,Managers,3,3,0,5.0,True,True,0.643498,0.5109776,0.4974689,True,4.0,0
31500.0,True,True,True,True,0,31410.0,1716.75,Alone,Commercial,2.0,M,False,CL,Home,0.00712,10691,1525,4857,731,True,False,False,Managers,2,2,4,8.0,True,True,0.5676735,0.5513998,0.61782616,True,0.0,0
15750.0,False,True,False,True,0,145104.75,6001.2,Partner,Commercial,2.0,M,False,CL,Home,0.010032,13303,3264,4999,1235,True,False,True,Core,2,2,3,3.0,True,True,0.7136408,0.721001,0.74079907,True,0.0,0
24750.0,True,True,True,True,0,191314.8,5260.95,Alone,Commercial,1.0,W,False,CL,Home,0.032561,17360,5699,1316,916,True,False,False,Core,1,1,2,9.0,True,True,0.7458537,0.7976398,0.38591468,True,3.0,0
13050.0,True,True,False,True,1,67500.0,2615.4,Alone,Commercial,1.0,M,False,CL,Home,0.04622,15768,3565,8305,4623,True,True,True,Laborers,3,1,1,8.0,True,True,0.22984132,0.74848413,0.24988507,True,1.0,0
49500.0,True,True,True,True,0,192179.7,6692.85,Alone,Commercial,2.0,W,False,CL,Home,0.007274,15691,2774,9767,4301,True,False,True,Accountants,1,2,1,18.0,True,True,0.45470768,0.5169864,0.45789954,True,4.0,0
10350.0,True,True,True,True,1,69543.9,2707.65,Alone,Service,1.0,M,False,CL,Home,0.022625,11266,2644,5137,1734,True,False,False,High skill tech,3,2,1,10.0,True,True,0.6592575,0.6402824,0.66102356,True,4.0,0
18000.0,True,False,True,True,0,45000.0,2250.0,Alone,Commercial,2.0,M,False,RL,Home,0.04622,15384,2819,8480,4586,True,False,False,Accountants,2,1,5,18.0,True,True,0.76532227,0.7495981,0.63470554,True,4.0,0
12375.0,False,False,True,True,1,77029.2,3276.45,Alone,nan,1.0,M,False,CL,Home,0.031329,14130,3340,2595,1476,True,False,False,Laborers,3,2,3,14.0,True,True,0.5687254,0.65788203,0.7106744,True,4.0,0
9000.0,False,False,True,False,0,27000.0,1350.0,Alone,Commercial,1.0,M,False,RL,Home,0.018209,15641,1135,1842,4637,True,True,True,Laborers,2,3,6,7.0,True,True,0.32573232,0.6075983,0.45253357,True,2.0,0
9000.0,False,False,False,False,1,10188.0,1097.1,Alone,Service,1.0,M,False,CL,Home,0.020246,11453,1142,3537,3129,True,True,True,Laborers,3,3,1,17.0,True,True,0.15187249,0.4176351,0.3996756,True,3.0,0
18900.0,False,False,False,True,0,26955.0,1475.1,Alone,Service,1.0,S,False,CL,Home,0.010006,10138,1115,1107,148,True,False,False,Medicine,1,1,6,10.0,True,True,0.5887388,0.38697052,0.4650692,True,0.0,0
13500.0,True,False,False,True,1,29250.0,1493.1,Alone,Service,1.0,M,False,CL,Home,0.028663,10104,545,4407,1652,True,False,False,High skill tech,3,2,1,16.0,True,True,0.3756366,0.35507056,0.30314636,True,2.0,0
11250.0,True,False,True,False,1,23985.0,2242.35,Relative,Commercial,1.0,M,False,CL,Home,0.030755,11177,488,5790,3605,True,False,False,Managers,3,2,5,14.0,True,True,0.14549021,0.41195548,0.13595104,True,1.0,1
31500.0,True,True,False,True,1,26064.0,2819.7,Alone,Service,1.0,D,False,CL,Home,0.003818,14316,1429,790,4546,True,False,False,Drivers,2,2,1,8.0,True,True,0.6938271,0.65331495,0.8482443,True,0.0,0
15750.0,False,False,False,True,0,52128.0,3163.05,Alone,Service,1.0,M,False,CL,Home,0.030755,10820,1116,1713,2654,True,False,False,Sales,2,2,3,12.0,True,True,0.44738883,0.16290653,0.43473324,True,2.0,0
22500.0,False,False,True,False,0,113374.8,3117.6,Relative,Commercial,1.0,M,False,CL,Family,0.002506,9076,698,1887,1648,True,False,False,Laborers,2,2,6,5.0,True,True,0.15149713,0.28606755,0.24585122,True,3.0,0
20250.0,True,False,True,False,1,90000.0,4595.4,Alone,Service,2.0,M,False,CL,Home,0.018801,15998,7123,6803,4608,True,False,False,High skill tech,3,2,4,14.0,True,True,0.64866424,0.41183895,0.7530674,True,0.0,0
24750.0,False,False,False,True,1,63074.7,3233.25,Alone,Commercial,2.0,M,False,CL,Home,0.04622,10916,921,1814,3611,True,False,False,Accountants,3,1,5,9.0,True,True,0.39547908,0.3648895,0.4920601,True,3.0,0
25200.0,True,False,True,True,0,76950.0,2776.95,Alone,Service,2.0,M,False,CL,Home,0.028663,18299,3450,9768,1820,True,False,True,Security,2,2,1,15.0,True,True,0.5996216,0.39443526,0.12217975,True,5.0,0
11025.0,False,False,True,True,0,112500.0,3289.5,Alone,Service,2.0,M,False,CL,Home,0.04622,11889,1137,5533,2385,True,False,False,Managers,2,1,0,10.0,True,True,0.7966026,0.72285354,0.45253357,True,6.0,0
15300.0,False,False,True,True,0,33924.15,1581.3,Alone,Service,1.0,D,False,CL,Home,0.022625,19681,12560,7225,3187,True,False,False,Laborers,1,2,4,9.0,True,True,0.8706771,0.3459558,0.6127042,True,4.0,0
22500.0,False,False,True,False,0,154602.0,4520.25,Alone,Service,1.0,M,False,CL,Home,0.005002,16710,1036,5536,259,True,True,True,Private service,2,3,2,18.0,True,True,0.61935306,0.7467801,0.37910047,True,6.0,0
22500.0,True,False,True,True,0,154602.0,5000.4,Alone,Service,2.0,M,False,CL,Family,0.010032,9642,2176,24,1116,True,False,False,Sales,2,2,0,8.0,True,True,0.17066304,0.39150888,0.27213368,True,0.0,0
9000.0,False,False,False,False,0,14836.5,1054.8,Alone,Service,1.0,S,False,CL,Home,0.022625,13100,1743,2662,2302,True,True,False,Core,1,2,5,15.0,True,True,0.38652742,0.54305613,0.4614824,True,2.0,0
20250.0,True,True,False,True,0,107820.0,3152.25,Partner,Govt Job,1.0,M,False,CL,Home,0.04622,18442,495,590,1970,True,False,False,Cooking,2,1,4,16.0,True,True,0.5577728,0.68865156,0.31391668,True,2.0,0
20250.0,True,False,True,False,0,225450.0,5699.25,Alone,Commercial,2.0,M,False,CL,Home,0.025164,10703,765,4973,3364,True,True,True,Managers,2,2,1,16.0,True,True,0.5928589,0.6428169,0.71803284,True,1.0,0
16200.0,True,False,True,True,1,27000.0,3217.05,Alone,Govt Job,1.0,M,False,CL,Home,0.015221,10890,2675,2328,1348,True,False,False,Core,3,2,5,15.0,True,True,0.3168237,0.2590388,0.24719094,True,2.0,0
11250.0,False,False,False,False,0,45000.0,1696.5,Alone,Service,1.0,M,False,CL,Home,0.009657,21043,4560,5587,4601,True,False,True,Laborers,2,2,3,15.0,True,True,0.5078936,0.7382308,0.51369375,True,1.0,0
20250.0,False,True,False,True,0,34128.0,2696.4,Alone,Service,1.0,S,False,CL,Home,0.02461,16220,2453,5739,4337,True,True,True,Laborers,1,2,1,15.0,True,True,0.7141391,0.638765,0.22009465,True,5.0,0
10800.0,False,False,False,False,0,52128.0,2661.3,Alone,Service,1.0,S,False,CL,Home,0.010032,10655,932,9652,1610,True,True,False,Core,1,2,3,17.0,True,True,0.2953426,0.08834364,0.6512602,True,2.0,0
13500.0,True,False,True,True,0,31276.8,2237.4,Alone,Service,1.0,M,False,CL,Home,0.020713,11358,3113,7132,3217,True,True,False,Laborers,2,3,1,11.0,True,True,0.27679777,0.6977385,0.6894792,True,2.0,0
15750.0,True,True,True,False,1,67989.6,4159.35,Alone,Commercial,1.0,M,False,CL,Municipal,0.032561,11280,2012,5629,1499,True,True,True,Core,3,1,3,15.0,True,True,0.56257063,0.6733717,0.3077367,True,0.0,0
20250.0,True,True,True,True,0,36000.0,2844.0,Alone,Service,2.0,M,False,CL,Municipal,0.011657,10437,2370,1438,3004,True,True,True,Drivers,2,1,5,11.0,True,True,0.25038564,0.70949376,0.0950704,True,4.0,0
18000.0,False,False,True,True,0,22950.0,1184.85,Alone,Commercial,2.0,M,False,CL,Home,0.018209,10867,1498,642,3550,True,False,False,Low-skill Laborers,2,3,6,9.0,True,True,0.27669692,0.6310147,0.47944897,True,0.0,0
15750.0,True,False,True,True,0,127804.5,3749.85,Alone,Govt Job,1.0,M,False,CL,Home,0.006305,17363,2127,6299,902,True,False,False,Drivers,2,3,3,8.0,True,True,0.4854659,0.42370507,0.62799084,True,9.0,0
13950.0,False,False,True,True,0,27000.0,1311.75,Alone,Service,2.0,S,False,CL,Home,0.01885,9595,1387,9595,963,True,True,True,Core,1,2,6,9.0,True,True,0.20406355,0.029675027,0.2707074,True,3.0,1
45000.0,True,True,True,False,1,75519.0,5269.05,Alone,Commercial,1.0,M,False,CL,Home,0.020713,13251,3351,6250,3986,True,False,False,Core,3,3,1,8.0,True,True,0.42369545,0.24505006,0.53707,True,0.0,0
22500.0,True,True,False,True,0,29250.0,1462.5,Alone,Commercial,1.0,M,False,RL,Municipal,0.04622,18457,1191,797,2015,True,False,False,Managers,2,1,1,13.0,True,True,0.7121844,0.67226934,0.28961125,True,1.0,0
13500.0,True,False,True,True,1,60147.45,2906.55,Relative,Service,1.0,M,False,CL,Home,0.020713,11762,2308,2383,2366,True,False,False,Laborers,3,3,6,8.0,True,True,0.31360865,0.56297773,0.4382814,True,6.0,1
22500.0,False,False,True,False,0,112500.0,4766.4,Alone,Service,1.0,M,False,CL,Home,0.0228,19124,5064,5358,2664,True,False,True,Laborers,2,2,5,13.0,True,True,0.29756603,0.4935677,0.47045612,True,0.0,0
12600.0,False,False,False,True,2,22500.0,2125.35,Alone,Service,1.0,D,False,CL,Home,0.00712,11383,1509,978,3547,True,False,False,IT,3,2,0,10.0,True,True,0.15740123,0.24909765,0.8193177,True,1.0,0
9000.0,False,True,False,True,0,40752.0,3232.8,Alone,Service,2.0,M,False,CL,Home,0.010147,9917,1926,5688,1572,True,True,True,Realty agents,2,2,6,10.0,True,True,0.36655357,0.41778404,0.49386287,True,1.0,0
36000.0,True,False,True,False,0,143685.0,4214.25,Alone,Service,1.0,M,False,CL,Family,0.001276,15966,2792,858,269,True,False,False,Laborers,2,2,0,6.0,True,True,0.5536764,0.65224934,0.51369375,True,1.0,0
11250.0,False,False,True,False,1,21564.0,1728.9,Alone,Service,2.0,M,False,CL,Home,0.032561,10740,2017,993,2135,True,True,True,Realty agents,3,1,1,19.0,True,True,0.35745475,0.63958204,0.54423475,True,2.0,0
11250.0,False,True,True,True,1,13500.0,1335.15,Alone,Service,1.0,S,False,CL,Home,0.035792,15495,1276,253,4099,True,False,True,Sales,2,2,5,16.0,True,True,0.3950037,0.3585685,0.69409263,True,1.0,0
18000.0,False,True,False,True,0,95346.0,6648.75,Alone,Govt Job,2.0,M,False,CL,Home,0.018801,12526,4216,1430,5207,True,False,False,Medicine,2,2,4,12.0,True,True,0.69984555,0.5135947,0.42413032,True,2.0,0
36000.0,True,False,True,True,0,5603.4,616.5,Alone,Commercial,1.0,M,False,CL,Home,0.072508,15969,2304,8117,4133,True,False,True,Drivers,2,1,6,13.0,True,True,0.14505008,0.70819396,0.15286623,True,8.0,0
27000.0,False,False,False,True,0,77816.25,4972.95,Alone,Commercial,2.0,M,False,CL,Home,0.072508,15673,922,5385,1239,True,True,True,Accountants,2,1,4,13.0,True,True,0.63566345,0.6173194,0.27500036,True,1.0,0
20250.0,False,False,True,True,2,121333.95,5140.8,Alone,Service,2.0,M,False,CL,Home,0.009657,19991,1176,2993,3543,True,False,False,Managers,4,2,3,17.0,True,True,0.7373544,0.514649,0.6738301,True,0.0,0
36000.0,False,True,True,True,2,60147.0,3276.0,Alone,Commercial,2.0,S,False,CL,Home,0.072508,10307,419,4904,778,True,False,False,Core,3,1,5,11.0,True,True,0.23018731,0.4744064,0.05347809,True,1.0,0
18000.0,False,False,True,True,0,45000.0,4846.5,Alone,Commercial,1.0,D,False,CL,Home,0.072508,13091,475,6133,5102,True,False,False,Accountants,1,1,3,12.0,True,True,0.5695339,0.6556589,0.4382814,True,0.0,0
11250.0,False,False,True,False,0,35242.2,2838.6,Alone,Service,1.0,S,False,CL,Home,0.010966,13843,159,5369,4206,True,False,False,Laborers,1,2,4,9.0,True,True,0.2336324,0.64871943,0.6528965,True,2.0,1
13500.0,False,False,False,True,0,22500.0,1082.25,Relative,nan,2.0,M,False,CL,Home,0.026392,14113,5653,5182,4788,True,False,False,Laborers,2,2,4,16.0,True,True,0.36638734,0.56994826,0.4650692,True,1.0,0
15750.0,False,True,True,True,0,104256.0,3458.7,Alone,Commercial,1.0,S,False,CL,Home,0.032561,8172,1184,4882,661,True,False,False,Laborers,1,1,5,18.0,True,True,0.4187411,0.5852802,0.29859498,True,0.0,1
18000.0,False,False,True,False,0,154602.0,4091.4,Alone,Service,2.0,M,False,CL,Home,0.02461,21120,1262,8832,4280,True,False,True,Accountants,2,2,4,19.0,True,True,0.7172955,0.5546377,0.4902575,True,0.0,0
40500.0,True,False,True,True,0,112500.0,3629.25,Alone,Service,2.0,S,False,CL,Home,0.010006,18425,4852,1941,1952,True,False,False,Core,1,1,1,8.0,True,True,0.70266587,0.67106855,0.16048893,True,0.0,0
22050.0,True,True,False,True,0,107820.0,2965.05,Alone,Commercial,1.0,M,False,CL,Home,0.01885,14455,973,7232,4601,True,True,False,Drivers,2,2,4,15.0,True,True,0.35873485,0.72057414,0.5954562,True,0.0,0
18000.0,True,False,False,True,2,86322.6,4695.75,Alone,Commercial,2.0,M,False,CL,Home,0.04622,14167,3193,3356,715,True,False,False,Accountants,4,1,5,14.0,True,True,0.7044266,0.48966545,0.62799084,True,4.0,0
22500.0,False,False,True,False,1,44678.7,3595.05,Alone,Service,1.0,D,False,CL,Home,0.006305,9733,92,118,2366,True,False,False,Laborers,2,3,2,7.0,True,True,0.07745187,0.41841716,0.56560796,True,0.0,1
11250.0,True,True,False,False,0,45000.0,3608.1,Alone,Commercial,1.0,M,False,CL,Home,0.009549,10217,2472,4960,2809,True,True,True,Laborers,2,2,0,10.0,True,True,0.20395876,0.4887092,0.69409263,True,2.0,0
22500.0,False,False,False,False,2,102474.0,5245.2,Others,Service,1.0,M,False,CL,Home,0.008866,12738,3548,3064,4252,True,False,False,Laborers,4,2,0,12.0,True,True,0.32213166,0.39246264,0.56737924,True,3.0,0
15750.0,True,True,True,True,1,13500.0,675.0,Kids,Commercial,2.0,M,False,RL,Home,0.035792,9613,1818,4087,1289,True,False,False,Private service,3,2,4,12.0,True,True,0.44703484,0.57609034,0.17044613,True,3.0,0
15750.0,False,False,True,False,3,35204.4,1712.25,Alone,Service,1.0,M,False,CL,Municipal,0.001333,11060,1166,4002,2538,True,True,False,Sales,5,3,3,6.0,True,True,0.28196037,0.06372434,0.44005784,True,2.0,0
12600.0,True,False,False,False,1,68760.0,1826.55,Alone,Commercial,2.0,S,False,CL,Home,0.006305,14214,365,8245,4816,True,False,False,Sales,2,3,6,6.0,True,True,0.30685413,0.44949117,0.5118918,True,0.0,0
17100.0,True,True,True,True,2,45000.0,2110.95,Alone,Service,1.0,M,False,CL,Home,0.026392,12350,2295,538,4275,True,False,True,Laborers,4,2,3,10.0,True,True,0.4494812,0.7295837,0.7252764,True,1.0,0
9000.0,True,True,False,True,0,45000.0,2110.95,Alone,Govt Job,2.0,M,False,CL,Home,0.01452,10122,917,672,2181,True,False,False,Core,2,2,3,10.0,True,True,0.41291997,0.3411229,0.5620605,True,2.0,0
24750.0,False,True,False,True,0,106632.0,3843.0,Alone,Service,1.0,M,False,CL,Home,0.009657,16919,7936,7116,455,True,False,False,Laborers,2,2,2,14.0,True,True,0.48379463,0.71844697,0.2091547,True,4.0,0
27000.0,True,False,True,True,0,157500.0,4344.3,Alone,Service,1.0,M,False,CL,Home,0.010006,15450,5274,4514,4071,True,False,False,High skill tech,2,1,2,13.0,True,True,0.4288362,0.7145782,0.6528965,True,0.0,0
18000.0,False,False,False,True,1,84874.5,4617.45,Alone,Service,1.0,M,False,CL,Home,0.020246,17861,1662,6887,1398,True,False,True,Laborers,3,3,1,10.0,True,True,0.48157856,0.661412,0.5118918,True,3.0,0
11250.0,False,True,True,True,0,67500.0,1973.7,Alone,Service,1.0,D,False,CL,Home,0.028663,19682,2104,6068,3136,True,True,False,Cleaning,1,2,4,15.0,True,True,0.7109235,0.5458656,0.6690567,True,0.0,0
15750.0,False,False,True,True,2,9669.6,659.25,Alone,Service,2.0,M,False,CL,Home,0.018801,12613,269,2583,4526,True,False,True,Laborers,4,2,2,9.0,True,True,0.5337163,0.470662,0.42765737,True,1.0,0
7650.0,False,True,False,False,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Rental,0.020246,11764,394,3370,3743,True,False,True,Sales,2,3,6,12.0,True,True,0.23553222,0.34058246,0.5937176,True,1.0,0
22500.0,False,True,True,True,0,225000.0,5948.55,Partner,Commercial,1.0,M,False,CL,Home,0.072508,17674,6483,8166,1209,True,False,True,Laborers,2,1,0,13.0,True,True,0.91553015,0.74899834,0.46686402,True,2.0,0
38250.0,True,True,False,True,0,102474.0,4354.65,Relative,Commercial,2.0,M,False,CL,Home,0.005084,18187,911,14384,1734,True,False,False,Managers,2,2,2,12.0,True,True,0.69473517,0.54336,0.5424451,True,4.0,0
22500.0,True,True,False,True,0,145800.0,5080.95,Relative,Commercial,1.0,M,False,CL,Home,0.026392,21393,2217,10482,4814,True,False,False,Laborers,2,2,1,17.0,True,True,0.8564143,0.7297821,0.41534716,True,1.0,0
15750.0,False,True,False,True,0,45000.0,2250.0,Relative,Commercial,2.0,D,False,RL,Home,0.030755,17283,230,3154,649,True,False,False,Managers,1,2,2,14.0,True,True,0.81447136,0.3419294,0.80388504,True,0.0,0
6750.0,False,False,True,False,0,22500.0,848.25,Alone,Service,1.0,M,False,CL,Home,0.025164,19749,1148,10526,3289,True,True,False,Cooking,2,2,2,17.0,True,True,0.6092754,0.6470682,0.7992968,True,4.0,0
18000.0,True,False,False,True,1,94230.0,3052.8,Alone,Service,2.0,M,False,CL,Home,0.018029,14019,4549,153,147,True,False,False,Laborers,3,3,4,7.0,True,True,0.7634246,0.422088,0.49927202,True,2.0,1
20250.0,True,True,True,True,2,23985.0,2544.75,Alone,Service,1.0,M,False,CL,Home,0.026392,13541,738,4420,4041,True,True,True,Core,4,2,4,11.0,True,True,0.7199426,0.6156184,0.46686402,True,0.0,0
18000.0,False,False,True,True,0,51477.75,4900.5,Alone,Commercial,1.0,M,False,CL,Home,0.025164,16803,599,10129,345,True,False,False,Sales,2,2,6,9.0,True,True,0.5470902,0.15967923,0.63303167,True,3.0,0
13950.0,True,False,True,True,2,27504.0,1350.45,Alone,Service,1.0,M,False,CL,Home,0.015221,9932,1205,917,2472,True,False,False,Laborers,4,2,4,17.0,True,True,0.30978546,0.62758666,0.44183582,True,3.0,0
11250.0,False,False,False,False,1,49500.0,3830.4,Alone,Service,1.0,M,False,CL,Home,0.01885,10309,393,2464,3001,True,False,False,Laborers,3,2,2,11.0,True,True,0.45138925,0.5961444,0.4902575,True,1.0,0
11250.0,True,False,True,False,0,18000.0,900.0,Alone,Commercial,1.0,S,False,RL,Family,0.019689,9149,696,6674,1814,True,False,False,Laborers,1,2,5,12.0,True,True,0.55564374,0.6659318,0.25946766,True,1.0,0
24750.0,True,False,True,True,1,135000.0,5142.15,Kids,Service,1.0,M,False,CL,Home,0.003541,15556,1193,6700,4219,True,False,False,Sales,3,1,3,13.0,True,True,0.43684334,0.6987706,0.27213368,True,1.0,0
9000.0,False,True,True,True,1,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.005144,14510,1542,2834,4341,True,False,False,Drivers,3,2,4,16.0,True,True,0.42672652,0.45560762,0.8128226,True,1.0,0
13500.0,True,False,True,True,0,53170.65,2845.8,Alone,Service,1.0,S,False,CL,Home,0.018634,16990,319,5332,525,True,False,False,Sales,1,2,3,10.0,True,True,0.673202,0.4571484,0.7662337,True,1.0,0
13500.0,True,False,False,True,0,44442.0,2423.7,Relative,Service,2.0,M,False,CL,Home,0.031329,11206,153,277,3088,True,False,False,Sales,2,2,2,10.0,True,True,0.114074305,0.47322333,0.14916746,True,1.0,0
13500.0,False,True,True,True,2,28440.0,2259.9,Partner,Commercial,1.0,M,False,CL,Home,0.02461,13597,522,802,3906,True,False,False,Laborers,4,2,5,11.0,True,True,0.40420547,0.6721923,0.17456427,True,5.0,0
40500.0,True,False,False,True,1,22500.0,1165.05,Alone,Commercial,2.0,M,False,CL,Home,0.04622,15815,943,9615,5682,True,True,True,Managers,3,1,2,17.0,True,True,0.7789507,0.755878,0.31391668,True,3.0,0
22500.0,False,False,False,False,0,152820.0,5324.85,Alone,Govt Job,1.0,M,False,CL,Municipal,0.032561,19852,5296,6155,2668,True,False,True,Laborers,2,1,4,15.0,True,True,0.7093733,0.69801974,0.23661083,True,4.0,0
11250.0,True,False,False,True,0,66589.2,1959.75,Alone,Service,1.0,M,False,CL,Home,0.008474,17769,11058,15134,1311,True,False,False,Managers,2,2,5,14.0,True,True,0.7157676,0.5491594,0.48665315,True,4.0,0
11250.0,False,True,False,True,0,50021.1,3494.25,Relative,Commercial,2.0,M,False,CL,Home,0.00702,11554,167,11347,4072,True,False,False,Secretaries,2,2,2,12.0,True,True,0.5849775,0.7584512,0.63970757,True,1.0,0
11250.0,False,True,True,True,0,50523.3,2153.7,Alone,Service,1.0,S,False,CL,Home,0.009657,21722,1209,13893,4918,True,False,True,Sales,1,2,2,17.0,True,True,0.72577393,0.75319684,0.2263474,True,5.0,0
13500.0,True,False,True,False,0,22500.0,1256.4,Alone,Service,2.0,M,False,CL,Municipal,0.031329,17869,568,10056,1404,True,False,True,High skill tech,2,2,6,18.0,True,True,0.68156993,0.24331467,0.27356467,True,5.0,1
13500.0,False,True,False,True,0,24727.5,2268.0,Alone,Commercial,1.0,S,False,CL,Home,0.019101,13840,2220,4643,4784,True,False,True,Laborers,1,2,4,17.0,True,True,0.4648311,0.6359801,0.15100753,True,2.0,0
12600.0,False,False,True,True,1,53691.75,1941.3,Relative,Service,2.0,M,False,CL,Home,0.006008,12599,1617,6732,4276,True,False,True,Laborers,3,2,4,16.0,True,True,0.45981246,0.3841368,0.6212263,True,1.0,0
27000.0,False,True,False,True,0,67500.0,3375.0,Alone,Commercial,2.0,M,False,RL,Home,0.032561,21826,372,12864,3180,True,False,False,High skill tech,2,1,3,13.0,True,True,0.8542255,0.72346646,0.44717857,True,2.0,0
27000.0,False,True,True,True,0,94858.2,2786.4,Alone,Commercial,1.0,M,False,CL,Home,0.011703,11298,740,8241,3740,True,False,False,Laborers,2,2,4,12.0,True,True,0.36834723,0.677179,0.7106744,True,1.0,0
27000.0,True,True,True,True,0,100692.0,3993.3,Alone,Commercial,2.0,M,False,CL,Home,0.018801,12764,313,506,5253,True,False,False,High skill tech,2,2,4,9.0,True,True,0.6301307,0.47264555,0.5460232,True,0.0,0
11250.0,False,False,False,True,0,27252.0,1667.25,Alone,Commercial,0.0,S,False,CL,Home,0.020713,13589,1305,4873,4597,True,False,False,Drivers,1,3,2,11.0,True,True,0.244028,0.31311265,0.344155,True,1.0,0
9000.0,False,False,True,True,2,59848.65,2162.7,Alone,Service,1.0,M,False,CL,Home,0.020246,11544,1125,2423,788,True,False,True,Sales,4,3,2,14.0,True,True,0.5541045,0.28185698,0.26224896,True,2.0,0
12150.0,False,True,True,True,0,59033.7,2514.15,Alone,Govt Job,1.0,S,False,CL,Home,0.006852,18415,4555,4218,1978,True,False,True,Managers,1,3,1,8.0,True,True,0.454059,0.43659022,0.69255906,True,4.0,0
13500.0,True,False,True,True,0,79216.2,4057.65,Alone,Service,1.0,S,False,CL,Home,0.006305,18761,707,2150,2228,True,False,False,Managers,1,3,3,4.0,True,True,0.56590676,0.46102017,0.6785677,True,0.0,0
85500.0,False,True,True,True,1,79083.0,6261.3,Alone,Commercial,2.0,M,False,CL,Home,0.032561,11256,2279,7979,2715,True,False,True,Managers,3,1,1,14.0,True,True,0.50213534,0.78162307,0.2032521,True,5.0,0
11250.0,True,False,True,True,1,22500.0,1804.05,Alone,Service,2.0,M,False,CL,Home,0.006207,13119,1675,3133,4506,True,True,True,Core,3,2,2,11.0,True,True,0.44598186,0.63757336,0.6971469,True,2.0,0
17550.0,False,True,False,True,0,102474.0,5245.2,Alone,Commercial,1.0,M,False,CL,Home,0.00496,13039,2458,3525,3996,True,False,False,Sales,2,2,3,11.0,True,True,0.60530585,0.25972354,0.5388627,True,3.0,0
12600.0,False,False,False,True,1,12600.0,1008.45,Alone,Commercial,1.0,S,False,CL,Home,0.01452,11916,4400,5422,4179,True,True,True,Laborers,2,2,3,7.0,True,True,0.31471714,0.35873953,0.48845518,True,1.0,0
15300.0,False,True,True,True,1,82350.0,3278.7,Relative,Service,1.0,D,False,CL,Home,0.026392,14323,840,8480,4708,True,False,True,Sales,2,2,2,18.0,True,True,0.5577532,0.6756138,0.22761291,True,3.0,0
11250.0,False,False,False,False,0,59947.2,2552.85,Relative,Govt Job,1.0,M,False,CL,Family,0.030755,14005,7235,6217,4685,True,False,False,Managers,2,2,3,10.0,True,True,0.40611428,0.7460433,0.4382814,True,0.0,0
11250.0,False,False,False,True,1,31500.0,1575.0,Relative,Service,2.0,M,False,RL,Home,0.025164,14078,1992,1219,4512,True,False,False,Accountants,3,2,6,10.0,True,True,0.7847609,0.18693975,0.7610264,True,2.0,0
15750.0,False,False,True,True,0,45000.0,1709.55,Alone,Commercial,1.0,W,False,CL,Home,0.01452,13582,2510,5720,4025,True,False,False,Sales,1,2,5,12.0,True,True,0.37377882,0.07528503,0.28665248,True,4.0,1
23850.0,False,False,True,False,1,45000.0,2310.75,Alone,Service,1.0,M,False,CL,Home,0.007114,17601,6415,5863,1129,True,False,True,Laborers,3,2,4,9.0,True,True,0.46976224,0.64246035,0.31547216,True,2.0,0
11700.0,False,True,True,False,0,20628.0,1016.1,Alone,Govt Job,1.0,S,False,CL,Home,0.032561,8852,870,8765,1473,True,False,False,HR,1,1,2,12.0,True,True,0.21103425,0.6578181,0.5388627,True,3.0,0
22500.0,False,True,True,False,0,67500.0,2424.6,Alone,Govt Job,1.0,M,False,CL,Municipal,0.04622,15124,6935,7802,4248,True,False,False,High skill tech,2,1,0,15.0,True,True,0.4201919,0.6986509,0.36394525,True,5.0,0
16650.0,True,True,True,True,0,13032.0,1416.15,Alone,Service,1.0,S,False,CL,Home,0.018634,10167,2526,4862,2835,True,False,False,Drivers,1,2,3,10.0,True,True,0.43585414,0.48414773,0.15568937,True,6.0,0
35550.0,True,False,True,True,0,149308.66,4540.05,Alone,Commercial,1.0,M,False,CL,Home,0.016612,20193,3045,9733,2078,True,False,False,Laborers,2,2,4,15.0,True,True,0.7606451,0.48711926,0.49386287,True,3.0,0
20250.0,False,True,False,True,0,57600.0,2953.8,Relative,Service,1.0,M,False,CL,Home,0.025164,17932,3835,12046,1475,True,False,False,Sales,2,2,2,14.0,True,True,0.60934484,0.35359472,0.5208976,True,0.0,0
36900.0,False,False,True,False,2,24750.0,1355.4,Alone,Service,1.0,M,False,CL,Home,0.020713,9841,3032,490,1582,True,True,True,Laborers,4,2,1,16.0,True,True,0.18790793,0.18935135,0.23922628,True,4.0,0
16200.0,True,False,True,False,0,26368.65,2478.15,Alone,Commercial,2.0,M,False,CL,Home,0.022625,13972,4472,464,4529,True,False,True,Laborers,2,2,4,16.0,True,True,0.5349986,0.58585864,0.7886808,True,3.0,0
15750.0,False,False,True,True,0,67500.0,3674.7,Relative,Commercial,1.0,M,False,CL,Home,0.04622,12229,571,11028,1136,True,False,False,Cooking,2,1,6,12.0,True,True,0.41591242,0.66262054,0.12373532,True,2.0,0
6750.0,False,True,True,True,1,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Home,0.028663,11457,3388,889,3255,True,False,True,Medicine,3,2,5,13.0,True,True,0.430671,0.7559223,0.8599242,True,2.0,0
13500.0,False,False,True,True,0,87948.0,2836.8,Alone,Commercial,2.0,S,False,CL,Home,0.031329,20703,4317,7344,1365,True,False,False,Security,1,2,4,9.0,True,True,0.7889518,0.65212035,0.4920601,True,1.0,0
11700.0,False,False,True,True,2,40878.0,1918.35,Partner,Service,1.0,M,False,CL,Home,0.020246,13342,1815,5012,4678,True,False,False,Drivers,4,3,4,13.0,True,True,0.20513237,0.31656086,0.7136314,True,0.0,1
11700.0,False,False,False,True,1,36403.2,2661.75,Relative,Service,1.0,D,False,CL,Home,0.031329,10469,917,864,1839,True,False,False,Medicine,2,2,1,10.0,True,True,0.33286583,0.5951121,0.5190973,True,1.0,0
15750.0,True,False,False,True,1,52863.3,2880.45,Alone,Service,1.0,M,False,CL,Home,0.009657,8625,185,7793,1308,True,False,False,Laborers,3,2,4,9.0,True,True,0.21252754,0.5580219,0.6738301,True,2.0,0
24750.0,False,False,False,True,0,151541.55,4010.4,Alone,Commercial,2.0,D,False,CL,Home,0.032561,17482,4124,6000,986,True,False,False,Core,1,1,2,16.0,True,True,0.7281093,0.7752723,0.6075573,True,2.0,0
27000.0,True,False,True,False,1,67500.0,3375.0,Alone,Commercial,2.0,M,False,RL,Home,0.032561,16517,810,1615,60,True,False,False,Managers,3,1,3,10.0,True,True,0.61896956,0.7009341,0.47045612,True,0.0,0
22500.0,True,False,True,True,1,67950.0,2891.7,Alone,Service,1.0,M,False,CL,Home,0.018634,15192,3372,819,4292,True,False,False,Medicine,3,2,4,16.0,True,True,0.79789716,0.6532506,0.6496203,True,1.0,0
13500.0,False,False,True,True,1,75474.0,2937.6,Alone,Service,1.0,M,False,CL,Home,0.04622,12395,383,591,4271,True,False,False,Laborers,3,1,5,11.0,True,True,0.2377133,0.29265946,0.41534716,True,5.0,0
42750.0,True,False,True,False,1,112500.0,2967.75,Alone,Commercial,1.0,M,False,CL,Home,0.006207,11097,2876,8897,3470,True,False,False,Managers,3,2,3,12.0,True,True,0.4152984,0.6288737,0.38762534,True,4.0,0
20250.0,True,False,False,True,0,36000.0,1800.0,Alone,Service,1.0,M,False,RL,Home,0.002506,15615,5010,5357,5357,True,False,False,Accountants,2,2,5,7.0,True,True,0.3132187,0.6047375,0.7463002,True,0.0,0
27000.0,True,False,False,False,0,108000.0,3879.0,Alone,Service,1.0,M,False,CL,Home,0.005144,17678,5150,356,1204,True,True,False,Drivers,2,2,1,9.0,True,True,0.51064396,0.636051,0.48485148,True,1.0,0
20250.0,True,False,False,True,0,31500.0,1575.0,Relative,Commercial,2.0,M,False,RL,Home,0.035792,16515,1171,3529,58,True,False,False,Managers,2,2,5,18.0,True,True,0.60653424,0.6560439,0.6817059,True,1.0,0
18900.0,True,True,False,True,0,45000.0,2943.0,Alone,Commercial,2.0,M,False,CL,Home,0.04622,10928,1078,4571,3338,True,True,False,High skill tech,2,1,2,16.0,True,True,0.44704795,0.43686995,0.367291,True,2.0,0
13500.0,True,False,False,True,1,25470.0,2873.7,Alone,Service,1.0,M,False,CL,Home,0.010643,10275,369,233,2928,True,False,False,Laborers,3,2,4,11.0,True,True,0.22581224,0.72159445,0.54423475,True,4.0,0
24750.0,False,False,False,True,0,44059.5,4527.45,Alone,Commercial,2.0,M,False,CL,Home,0.04622,18809,12058,12089,2357,True,False,True,IT,2,1,2,13.0,True,True,0.6263382,0.7199176,0.75839305,True,2.0,0
22500.0,False,True,True,True,0,52649.1,3233.7,Alone,Service,1.0,M,False,CL,Home,0.032561,15589,94,646,1366,True,False,False,Drivers,2,1,6,11.0,True,True,0.35642403,0.6835417,0.11911906,True,5.0,0
20250.0,True,True,False,False,0,176211.0,4845.6,Alone,Service,1.0,M,False,CL,Home,0.01885,11189,2355,5105,3018,True,True,False,Core,2,2,5,18.0,True,True,0.5099592,0.69379944,0.3842068,True,1.0,0
24750.0,True,False,False,False,2,100692.0,5154.3,Alone,Service,2.0,M,False,CL,Home,0.009334,11912,671,3835,3835,True,True,True,Accountants,4,2,1,13.0,True,True,0.8316175,0.80318356,0.68326885,True,0.0,0
18000.0,True,True,True,True,0,100692.0,4279.05,Alone,Service,1.0,M,False,CL,Home,0.0228,14615,339,2559,4576,True,False,True,Sales,2,2,2,11.0,True,True,0.5294088,0.63735604,0.75839305,True,1.0,0
9000.0,False,True,True,True,0,28138.05,2223.0,Partner,Service,1.0,M,False,CL,Home,0.026392,19352,12737,2286,2875,True,False,False,Cooking,2,2,2,17.0,True,True,0.4661683,0.7688537,0.7062051,True,1.0,0
27900.0,False,True,False,False,2,109602.0,5609.25,Alone,Service,1.0,D,False,CL,Municipal,0.006629,15556,7474,5518,4551,True,False,False,Medicine,3,2,4,9.0,True,True,0.42850062,0.78477544,0.25533178,True,8.0,0
27000.0,False,False,True,False,1,28440.0,1084.95,Alone,Service,1.0,M,False,CL,Home,0.04622,14571,2437,8491,4901,True,False,False,Laborers,3,1,3,16.0,True,True,0.5032955,0.44977796,0.88253033,True,0.0,0
11250.0,True,False,True,True,0,104256.0,4070.25,Alone,Commercial,1.0,M,False,CL,Home,0.030755,16100,1810,5040,4178,True,False,False,Drivers,2,2,2,11.0,True,True,0.3428058,0.7699362,0.5884878,True,2.0,0
11250.0,True,False,True,False,2,53414.1,2597.85,Alone,Service,0.0,M,False,CL,Home,0.010032,13535,3908,1029,4820,True,True,False,Laborers,4,2,4,7.0,True,True,0.19432457,0.31418598,0.5226973,True,0.0,0
13500.0,False,True,True,True,0,38404.8,1881.0,Alone,Service,2.0,M,False,CL,Home,0.020246,13169,685,1683,1683,True,False,False,Core,2,3,1,9.0,True,True,0.41161343,0.3931824,0.21762852,True,3.0,1
13500.0,False,False,False,False,0,78192.0,2821.5,Alone,Commercial,1.0,D,False,CL,Home,0.00712,14855,3288,1376,2734,True,False,False,Medicine,1,2,6,11.0,True,True,0.4677591,0.6889234,0.49386287,True,2.0,0
11250.0,True,False,True,True,1,78036.3,3107.7,Alone,Service,1.0,M,False,CL,Home,0.006305,15911,1172,4523,4863,True,False,False,Sales,3,3,2,3.0,True,True,0.48623875,0.613365,0.53527623,True,1.0,0
20250.0,True,True,False,False,1,80553.6,3164.85,Partner,Commercial,1.0,M,False,CL,Home,0.010276,9988,2245,704,1879,True,False,False,Managers,3,2,6,13.0,True,True,0.6445295,0.7468752,0.735221,True,0.0,0
11250.0,False,False,False,True,0,61190.55,3429.9,Alone,Service,1.0,D,False,CL,Home,0.008474,17254,5388,7827,807,True,False,True,Laborers,1,2,4,13.0,True,True,0.37455297,0.40860108,0.6722429,True,2.0,0
15750.0,False,True,True,False,0,81900.0,2394.45,Alone,Service,1.0,S,False,CL,Home,0.028663,12339,1400,2496,4925,True,True,False,Laborers,1,2,2,13.0,True,True,0.33336657,0.55064785,0.3077367,True,2.0,0
24750.0,False,False,False,False,2,104256.0,3458.7,Alone,nan,2.0,M,False,CL,Family,0.04622,11967,2048,2097,2097,True,True,True,Core,4,1,2,18.0,True,True,0.76126415,0.7408843,0.63970757,True,1.0,0
9450.0,False,True,False,False,0,51192.0,1420.65,Relative,Commercial,1.0,M,False,CL,Home,0.031329,15929,450,747,4140,True,False,False,Sales,2,2,5,8.0,True,True,0.7878621,0.16713676,0.3409064,True,3.0,1
9000.0,False,True,False,True,0,27000.0,1378.35,Alone,Service,1.0,D,False,CL,Home,0.010147,14227,179,5720,5759,True,True,True,Sales,1,2,3,9.0,True,True,0.6960589,0.3661066,0.31703177,True,0.0,0
18000.0,False,False,False,True,1,45000.0,2583.45,Relative,Commercial,2.0,M,False,CL,Home,0.04622,13630,171,376,4463,True,False,True,Core,3,1,2,18.0,True,True,0.45521185,0.7198691,0.7281413,True,0.0,0
22500.0,False,False,True,True,0,128835.0,3780.0,Alone,Govt Job,1.0,M,False,CL,Home,0.00712,21809,10574,1274,4267,True,False,False,Laborers,2,2,4,11.0,True,True,0.56227475,0.19152586,0.66585493,True,0.0,0
18000.0,False,True,False,True,1,154562.4,4263.3,Alone,Commercial,2.0,M,False,CL,Home,0.022625,14987,296,2449,3925,True,False,True,Accountants,3,2,1,15.0,True,True,0.67516696,0.48268422,0.13177013,True,1.0,0
45000.0,False,False,True,True,2,83538.0,4032.0,Alone,Service,2.0,D,False,CL,Home,0.010032,13436,3009,3411,4366,True,False,False,Core,3,2,6,8.0,True,True,0.48387632,0.57088065,0.5814837,True,2.0,0
11250.0,True,True,True,True,2,20851.2,2149.65,Alone,Commercial,2.0,M,False,CL,Home,0.011703,13569,4331,4371,4441,True,False,False,Sales,4,2,5,14.0,True,True,0.6056711,0.64100736,0.44005784,True,3.0,0
17550.0,False,False,True,True,1,33750.0,1687.5,Alone,Govt Job,2.0,M,False,RL,Home,0.04622,7836,1215,4488,498,True,False,False,Accountants,3,1,4,13.0,True,True,0.4704228,0.40607765,0.34905526,True,0.0,0
15750.0,False,True,True,True,0,57994.2,4594.95,Relative,Commercial,1.0,M,False,CL,Home,0.010147,10499,616,5312,3166,True,True,True,Laborers,2,2,4,16.0,True,True,0.1562977,0.6142877,0.33445412,True,2.0,1
15750.0,False,False,True,True,1,149308.66,5189.85,Alone,Commercial,1.0,M,False,CL,Municipal,0.02461,13480,1328,2045,387,True,False,False,Sales,3,2,6,12.0,True,True,0.3874648,0.38299415,0.37064964,True,1.0,0
15750.0,True,False,False,True,4,67500.0,2437.65,Alone,Service,2.0,M,False,CL,Home,0.006296,17371,1669,1801,897,True,False,False,Managers,6,3,4,10.0,True,True,0.6411768,0.2245056,0.40835884,True,1.0,0
24750.0,False,False,True,True,0,112500.0,4766.4,Alone,Service,1.0,M,False,CL,Home,0.020713,11268,2545,1957,3936,True,True,True,Laborers,2,1,6,10.0,True,True,0.74472445,0.6033201,0.30927536,True,3.0,0
11250.0,False,False,False,False,1,154602.0,4519.8,Alone,Service,1.0,M,False,CL,Home,0.022625,14455,287,6165,4061,True,True,True,Managers,3,2,4,12.0,True,True,0.5984687,0.58342654,0.61782616,True,0.0,0
13500.0,False,True,True,True,0,51206.4,2399.85,Relative,Service,1.0,D,False,CL,Municipal,0.025164,10435,213,4691,3102,True,False,False,Sales,1,2,2,8.0,True,True,0.07178053,0.592591,0.48485148,True,3.0,0
9450.0,False,True,True,True,0,57144.6,1856.25,Alone,Service,1.0,M,False,CL,Home,0.031329,14494,1626,7534,4704,True,False,False,Security,2,2,4,8.0,True,True,0.3209457,0.6907902,0.6058363,True,1.0,0
13500.0,False,False,False,True,1,54000.0,2942.55,Alone,Service,1.0,M,False,CL,Family,0.026392,11426,229,11411,2715,True,False,False,Sales,3,2,3,11.0,True,True,0.7089412,0.6871069,0.48485148,True,6.0,0
18000.0,False,False,False,True,0,42786.9,4244.85,Alone,Service,1.0,M,False,CL,Home,0.018029,13914,678,6497,4427,True,False,True,Laborers,2,2,4,4.0,True,True,0.30248353,0.5295161,0.6754133,True,3.0,0
11250.0,False,False,False,True,0,49752.0,5371.2,Relative,Commercial,1.0,M,False,CL,Home,0.00963,13877,264,305,1911,True,False,False,Security,2,2,1,16.0,True,True,0.5856469,0.52046394,0.824595,True,1.0,0
15750.0,True,True,True,True,0,15282.0,1617.75,Alone,Commercial,1.0,M,False,CL,Home,0.011703,9941,1990,2395,2395,True,False,False,Drivers,2,2,4,16.0,True,True,0.7364323,0.43155146,0.2881296,True,2.0,0
13500.0,True,False,True,True,0,81000.0,2690.1,Alone,Service,2.0,M,False,CL,Home,0.018209,20191,5113,965,882,True,False,False,Managers,2,3,1,10.0,True,True,0.8665556,0.60117245,0.6058363,True,2.0,0
17550.0,False,True,False,True,0,78650.55,4028.85,Alone,Govt Job,1.0,M,False,CL,Home,0.005313,14021,4824,827,775,True,False,False,Core,2,2,6,14.0,True,True,0.35170564,0.59187275,0.56737924,True,1.0,0
18000.0,False,True,False,True,1,51477.75,3758.85,Alone,Service,2.0,M,False,CL,Home,0.0228,10192,1066,1230,2058,True,False,False,Sales,3,2,2,7.0,True,True,0.49908572,0.36154127,0.42061096,True,1.0,0
22500.0,False,False,False,True,0,23985.0,2385.0,Alone,Service,1.0,M,False,CL,Home,0.018801,24493,1477,9276,4035,True,False,False,Security,2,2,0,9.0,True,True,0.8385172,0.4612484,0.6313545,True,2.0,0
13500.0,False,True,True,True,2,54504.0,2553.75,Others,Govt Job,1.0,M,False,CL,Home,0.004849,13132,4021,3565,3712,True,False,False,Medicine,4,2,4,17.0,True,True,0.28435567,0.5238686,0.6577838,True,0.0,0
22500.0,True,False,False,True,2,188685.0,5201.55,Alone,Service,1.0,M,False,CL,Home,0.011657,10929,748,9247,1359,True,False,True,Managers,4,1,3,15.0,True,True,0.09825694,0.70217943,0.086161666,True,0.0,0
6750.0,False,True,True,False,0,13500.0,959.85,Alone,Service,1.0,M,False,CL,Home,0.022625,15405,7131,6849,4193,True,True,True,Laborers,2,2,2,14.0,True,True,0.5590087,0.24779512,0.70018387,True,3.0,1
45000.0,True,False,True,True,0,87098.4,3849.3,Alone,Commercial,1.0,M,False,CL,Home,0.007114,20556,6538,11150,3464,True,False,True,Sales,2,2,2,16.0,True,True,0.7341061,0.6375632,0.5937176,True,2.0,0
31500.0,True,True,False,True,2,58401.45,4532.4,Alone,Govt Job,2.0,M,False,CL,Home,0.032561,16814,10102,965,357,True,False,False,Managers,4,1,4,15.0,True,True,0.84865344,0.69852656,0.5902333,True,0.0,0
22500.0,False,False,True,False,0,69102.0,2690.55,Alone,Service,1.0,D,False,CL,Family,0.020246,16166,2292,2280,3710,True,False,False,Managers,1,3,1,6.0,True,True,0.41017345,0.45679027,0.5460232,True,1.0,1
11250.0,False,False,True,False,1,39096.0,1735.2,Alone,Service,1.0,W,False,CL,Home,0.008019,17972,3307,9748,1468,True,False,False,Security,2,2,0,10.0,True,True,0.50702757,0.5710681,0.5954562,True,0.0,0
11700.0,False,False,True,False,1,25470.0,2011.95,Alone,Commercial,1.0,D,False,CL,Family,0.008068,8756,1060,3602,447,True,True,True,Sales,2,3,1,7.0,True,True,0.34525347,0.40275413,0.39277387,True,0.0,0
29250.0,True,False,True,True,1,15705.0,814.5,Alone,Commercial,2.0,M,False,CL,Home,0.031329,11981,2179,288,4271,True,False,False,High skill tech,3,2,2,10.0,True,True,0.38492098,0.69928586,0.2525987,True,1.0,0
18000.0,False,True,True,True,0,45000.0,2250.0,Alone,Service,1.0,M,False,RL,Home,0.04622,17999,1629,9359,1520,True,False,False,High skill tech,2,1,4,17.0,True,True,0.3941717,0.7035085,0.6144144,True,4.0,0
18900.0,False,False,False,False,1,27000.0,2907.9,Alone,Service,2.0,M,False,CL,Home,0.026392,14287,2271,2193,742,True,True,False,Managers,3,2,3,14.0,True,True,0.37759778,0.59592324,0.32331124,True,2.0,0
11250.0,False,True,True,True,1,49500.0,2381.4,Alone,Service,1.0,M,False,CL,Home,0.015221,10420,1200,7697,1534,True,False,False,Sales,3,2,2,10.0,True,True,0.44013843,0.66599023,0.7281413,True,1.0,0
22500.0,True,False,True,False,0,64008.0,2983.95,Alone,Service,1.0,M,False,CL,Municipal,0.031329,15273,2261,6227,3481,True,False,True,Laborers,2,2,6,9.0,True,True,0.39473334,0.62739754,0.09694832,True,1.0,0
12150.0,False,True,True,True,0,18000.0,900.0,Relative,Commercial,2.0,M,False,RL,Home,0.031329,8331,498,8289,392,True,False,False,Accountants,2,2,2,15.0,True,True,0.4836136,0.6368909,0.23401517,True,0.0,0
26100.0,False,False,True,False,0,73135.35,5778.0,Relative,Service,1.0,M,False,CL,Home,0.031329,15746,811,9801,4264,True,True,True,Sales,2,2,2,19.0,True,True,0.7844128,0.7642046,0.5190973,True,1.0,0
22500.0,True,False,True,False,0,49752.0,3930.75,Alone,Service,2.0,M,False,CL,Home,0.0105,11118,286,4690,3312,True,False,False,High skill tech,2,3,3,17.0,True,True,0.5347479,0.5370214,0.33445412,True,0.0,0
13500.0,False,False,False,False,0,62241.3,2754.45,Alone,Service,1.0,M,False,CL,Home,0.008866,20214,979,7616,3701,True,False,False,Sales,2,2,2,12.0,True,True,0.7842334,0.39484274,0.8128226,True,1.0,0
11250.0,False,False,True,True,0,13500.0,675.0,Alone,Service,1.0,M,False,RL,Home,0.028663,10041,557,4469,2017,True,False,False,High skill tech,2,2,4,9.0,True,True,0.6262244,0.5928919,0.41184855,True,1.0,0
45000.0,False,False,True,True,0,49500.0,2475.0,Alone,Commercial,2.0,S,False,RL,Home,0.04622,10148,2281,165,1144,True,False,False,Managers,1,1,1,9.0,True,True,0.26696944,0.42314452,0.27213368,True,0.0,0
9000.0,False,False,True,False,0,68760.0,1813.5,Alone,Commercial,1.0,M,False,CL,Municipal,0.004849,15241,8513,9367,4108,True,False,False,Medicine,2,2,4,13.0,True,True,0.6275807,0.19708167,0.07495928,True,0.0,1
9900.0,False,False,False,False,0,27627.75,2227.95,Alone,Service,1.0,S,False,CL,Home,0.0228,10906,449,552,1455,True,False,False,Sales,1,2,1,15.0,True,True,0.51540744,0.088259146,0.29708663,True,0.0,0
20250.0,False,True,True,True,1,68809.05,2928.15,Alone,Service,2.0,M,False,CL,Home,0.010966,16350,2637,261,4755,True,False,False,Laborers,3,2,3,12.0,True,True,0.73825556,0.30254605,0.71657026,True,2.0,0
11250.0,False,True,True,False,0,57362.85,2539.8,Alone,Service,1.0,M,False,CL,Municipal,0.009175,21353,10487,8307,4827,True,False,False,Security,2,2,1,13.0,True,True,0.6267932,0.72389936,0.5495965,True,0.0,0
12600.0,True,True,False,True,2,26955.0,1424.25,Relative,Service,1.0,S,False,CL,Home,0.031329,11920,194,3982,2645,True,True,False,Medicine,3,2,4,11.0,True,True,0.39814705,0.23797224,0.35069585,True,0.0,0
39150.0,True,False,False,False,0,90000.0,3569.4,Alone,Commercial,2.0,S,False,CL,Home,0.006233,21897,3810,2192,4761,True,True,True,Managers,1,2,3,15.0,True,True,0.8291499,0.7145693,0.37064964,True,4.0,0
17100.0,False,True,True,False,1,18000.0,900.0,Alone,Commercial,1.0,M,False,RL,Family,0.007274,10692,1199,10685,1405,True,False,False,High skill tech,3,2,2,14.0,True,True,0.25394785,0.5413409,0.5726825,True,0.0,0
20700.0,True,False,False,False,0,17064.0,1103.4,Alone,Govt Job,2.0,M,False,CL,Office,0.019101,11125,675,4997,3033,True,False,False,High skill tech,2,2,4,18.0,True,True,0.52601826,0.59984,0.37910047,True,3.0,0
90000.0,True,False,True,False,0,225000.0,22500.0,Relative,Commercial,2.0,S,False,RL,Home,0.032561,10496,2495,4783,3130,True,False,True,Managers,1,1,5,17.0,True,True,0.2659587,0.7445947,0.81061804,True,0.0,0
12600.0,True,True,False,True,0,33004.8,1551.6,Alone,Commercial,2.0,S,False,CL,Home,0.006852,9468,430,1800,1059,True,False,False,Sales,1,3,4,6.0,True,True,0.53263164,0.5337849,0.44361532,True,0.0,0
22500.0,True,False,False,False,0,93564.0,9837.9,Alone,Service,1.0,M,False,CL,Home,0.008625,15693,1991,3720,4236,True,False,True,Laborers,2,2,5,13.0,True,True,0.65627664,0.7228448,0.5814837,True,3.0,0
10350.0,False,False,True,False,0,97038.0,2850.3,Alone,Commercial,1.0,S,False,CL,Family,0.030755,8669,1320,3221,1335,True,False,False,Core,1,2,6,13.0,True,True,0.27309376,0.21923172,0.4294237,True,3.0,0
18000.0,True,False,True,True,2,53366.85,2907.9,Relative,Govt Job,1.0,M,False,CL,Home,0.025164,13719,6057,4235,4396,True,False,False,Core,4,2,1,12.0,True,True,0.4591758,0.5521408,0.3376727,True,6.0,0
27000.0,False,False,False,True,0,100512.0,2952.0,Alone,Govt Job,2.0,M,False,CL,Home,0.018801,19725,2833,8652,3259,True,False,False,Managers,2,2,2,13.0,True,True,0.83246243,0.78785443,0.6512602,True,3.0,0
27000.0,False,False,False,True,0,25596.0,2035.35,Alone,Commercial,1.0,M,False,CL,Home,0.04622,21430,14456,8418,3805,True,False,False,Medicine,2,1,6,12.0,True,True,0.62108743,0.67897856,0.29708663,True,3.0,0
22500.0,True,True,False,False,0,25470.0,2369.7,Alone,Commercial,2.0,D,False,CL,Home,0.008575,17880,5605,9132,1417,True,False,False,Accountants,1,2,3,11.0,True,True,0.7477242,0.4974762,0.63470554,True,0.0,0
15750.0,False,False,False,False,0,89660.25,3502.35,Alone,Service,2.0,M,False,CL,Home,0.008019,16421,807,10424,4639,True,False,False,Core,2,2,3,12.0,True,True,0.82658905,0.6994284,0.40314168,True,5.0,0
12150.0,False,False,False,True,0,22500.0,990.9,Alone,Service,2.0,S,False,CL,Home,0.011703,11314,376,4154,3585,True,False,True,Accountants,1,2,5,11.0,True,True,0.6162703,0.7158743,0.6971469,True,1.0,0
18000.0,False,True,True,True,0,26415.9,1988.1,Relative,Commercial,1.0,M,False,CL,Home,0.0228,13735,6842,28,4750,True,False,True,Private service,2,2,2,14.0,True,True,0.5910398,0.53704864,0.6754133,True,0.0,0
16200.0,True,False,False,False,0,81000.0,3444.75,Alone,Govt Job,1.0,M,False,CL,Home,0.005084,13399,2912,1002,5368,True,True,False,HR,2,2,1,19.0,True,True,0.45305783,0.3207674,0.34252888,True,4.0,0
18000.0,False,False,False,True,0,18000.0,900.0,Alone,Service,2.0,M,False,RL,Home,0.01885,10573,1300,4976,2934,True,False,False,Laborers,2,2,5,18.0,True,True,0.16660707,0.415812,0.18088798,True,0.0,1
33750.0,True,True,True,False,0,69102.0,1899.9,Alone,Commercial,2.0,M,False,CL,Home,0.04622,12363,969,6096,181,True,False,True,Core,2,1,1,19.0,True,True,0.65237194,0.809443,0.7136314,True,0.0,0
13500.0,False,False,True,True,3,59256.0,3227.4,Alone,Service,1.0,M,False,CL,Home,0.006629,12984,4506,82,804,True,False,False,Laborers,5,2,2,4.0,True,True,0.34293923,0.68598217,0.40661743,True,1.0,1
24300.0,True,False,True,True,0,153900.0,5362.2,Alone,Service,1.0,M,False,CL,Home,0.018209,20971,3613,3055,4008,True,True,True,Cooking,2,3,1,6.0,True,True,0.7761021,0.3391842,0.69255906,True,3.0,0
67500.0,True,False,True,True,3,135000.0,6750.0,Partner,Commercial,2.0,M,False,RL,Home,0.031329,14188,1445,1267,4718,True,False,False,Managers,5,2,2,14.0,True,True,0.46638831,0.44932884,0.7862666,True,0.0,0
13500.0,False,True,False,True,0,53414.1,3569.4,Alone,Service,1.0,S,False,CL,Home,0.010276,14228,1765,380,588,True,False,False,Drivers,1,2,6,17.0,True,True,0.20525491,0.6547153,0.05203641,True,3.0,0
18900.0,False,True,True,False,0,130381.2,3452.4,Alone,Commercial,1.0,M,False,CL,Municipal,0.072508,20560,4183,11467,3915,True,False,True,High skill tech,2,1,2,11.0,True,True,0.5920884,0.61158997,0.60927564,True,0.0,0
13500.0,False,False,True,True,1,52128.0,3163.05,Alone,Govt Job,1.0,M,False,CL,Home,0.007305,8292,203,2422,181,True,False,False,Cooking,3,3,2,14.0,True,True,0.20462838,0.315148,0.33125088,True,2.0,0
36000.0,True,True,False,False,0,135000.0,3947.4,Alone,Govt Job,2.0,D,False,CL,Home,0.014464,21085,2247,521,4119,True,False,False,Core,1,2,3,5.0,True,True,0.8433833,0.63772994,0.41359675,True,0.0,0
22500.0,False,False,True,True,0,115951.5,3403.35,Alone,Commercial,1.0,D,False,CL,Home,0.011703,14687,2336,7437,4013,True,False,False,High skill tech,1,2,5,14.0,True,True,0.31224027,0.78939635,0.43296167,True,1.0,1
17100.0,False,False,True,False,0,80553.6,3207.6,Alone,Commercial,1.0,S,False,CL,Municipal,0.009549,14547,2217,8685,5002,True,False,False,Drivers,1,2,1,10.0,True,True,0.19812779,0.5410477,0.75037515,True,1.0,0
42750.0,False,True,False,True,0,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Family,0.003541,15185,2264,1003,1015,True,False,False,Laborers,2,1,4,8.0,True,True,0.20456363,0.57176435,0.53348166,True,1.0,1
31500.0,True,True,False,True,2,85500.0,6868.35,Alone,Service,2.0,M,False,CL,Home,0.028663,13807,1368,132,4508,True,False,True,Laborers,4,2,4,15.0,True,True,0.4205473,0.49147436,0.68638235,True,0.0,0
9900.0,True,False,False,True,1,32702.4,1245.6,Alone,Service,2.0,M,False,CL,Family,0.035792,10989,1518,3840,3042,True,False,False,High skill tech,3,2,2,12.0,True,True,0.24617217,0.6887172,0.63970757,True,0.0,0
18000.0,True,False,True,False,3,112950.0,3315.6,Alone,Commercial,2.0,M,False,CL,Home,0.00702,14002,389,7760,4432,True,True,True,Core,5,2,5,13.0,True,True,0.41067395,0.38241038,0.3556387,True,0.0,0
22500.0,True,False,True,True,1,49500.0,2575.8,Alone,Commercial,1.0,M,False,CL,Home,0.003818,12924,318,405,4484,True,True,False,Drivers,3,2,1,7.0,True,True,0.22654092,0.50162554,0.44539624,True,0.0,0
11250.0,False,False,False,True,1,45450.0,1466.1,Alone,Service,1.0,M,False,CL,Municipal,0.028663,14571,459,8704,2326,True,False,False,Laborers,3,2,4,15.0,True,True,0.39078256,0.51299924,0.7223929,True,1.0,0
13500.0,False,True,True,True,2,28440.0,1601.1,Partner,Service,2.0,M,False,CL,Home,0.00733,13718,4067,7613,4501,True,False,True,Laborers,4,2,3,13.0,True,True,0.3734313,0.31470922,0.84066653,True,1.0,0
54000.0,True,True,True,False,0,90000.0,4595.4,Alone,Commercial,2.0,M,False,CL,Home,0.072508,17388,1883,3249,914,True,False,True,Managers,2,1,6,20.0,True,True,0.52709806,0.55543154,0.15193455,True,3.0,0
9000.0,False,False,False,True,1,24750.0,1237.5,Alone,Service,1.0,M,False,RL,Home,0.020713,15685,5071,3768,3924,True,False,False,Accountants,3,3,1,13.0,True,True,0.69328415,0.6841658,0.70769936,True,1.0,0
13500.0,False,False,True,True,0,32338.8,2118.6,Alone,Service,2.0,S,False,CL,Home,0.022625,10553,1180,177,1395,True,False,False,High skill tech,1,2,0,11.0,True,True,0.32858485,0.5491432,0.3376727,True,1.0,0
27000.0,False,True,False,True,0,48478.95,1896.75,Alone,Service,1.0,M,False,CL,Home,0.00733,14736,650,21,4416,True,False,False,Private service,2,2,1,17.0,True,True,0.7181122,0.66817075,0.39621958,True,0.0,0
22500.0,False,False,True,True,0,56377.35,6690.6,Alone,Service,2.0,M,False,CL,Home,0.02461,15595,4776,9074,4551,True,False,False,Accountants,2,2,3,14.0,True,True,0.8765067,0.65275013,0.4311918,True,5.0,0
22500.0,True,True,False,False,0,94809.6,3702.6,Relative,Govt Job,2.0,M,False,CL,Rental,0.025164,9604,2151,1014,2224,True,False,False,Laborers,2,2,3,13.0,True,True,0.17805935,0.6316255,0.35069585,True,3.0,0
17100.0,True,True,True,True,0,88951.5,2613.6,Alone,Service,1.0,M,False,CL,Home,0.01885,13645,3763,7066,5029,True,True,True,Sales,2,2,4,14.0,True,True,0.552466,0.53269094,0.832785,True,0.0,0
17550.0,True,True,False,True,1,39816.0,2910.15,Alone,Service,1.0,M,False,CL,Family,0.01885,15715,3180,6009,4934,True,False,False,Laborers,3,2,1,10.0,True,True,0.110087015,0.5796057,0.16640554,True,1.0,1
9000.0,False,False,True,False,0,31500.0,1575.0,Alone,Service,1.0,S,False,RL,Family,0.035792,15913,3079,7532,3950,True,False,False,Sales,1,2,2,15.0,True,True,0.69148237,0.6533645,0.5531647,True,0.0,0
15750.0,False,False,True,False,0,58050.0,2377.35,Alone,Service,2.0,S,False,CL,Home,0.026392,10857,1209,4944,2536,True,False,True,Core,1,2,5,11.0,True,True,0.48641542,0.6629236,0.5424451,True,1.0,0
9900.0,False,False,False,False,0,45000.0,2525.85,Alone,Service,1.0,D,False,CL,Home,0.020246,18759,919,7594,2309,True,True,True,Laborers,1,3,1,12.0,True,True,0.5419162,0.29677755,0.51369375,True,4.0,0
13500.0,False,False,True,True,2,84095.1,3813.3,Alone,Service,1.0,M,False,CL,Shared,0.007305,12888,2418,4083,1159,True,False,False,Private service,4,3,0,13.0,True,True,0.45248398,0.5781717,0.31391668,True,8.0,0
31500.0,False,False,False,False,0,72000.0,2379.6,Alone,Commercial,2.0,M,False,CL,Home,0.028663,22947,5085,13911,3923,True,False,False,Laborers,2,2,1,15.0,True,True,0.8328689,0.6187339,0.7713616,True,4.0,0
39150.0,True,False,True,False,0,126000.0,3610.8,Relative,Commercial,2.0,S,False,CL,Home,0.04622,14596,1089,8707,4320,True,True,True,Accountants,1,1,2,15.0,True,True,0.63986605,0.7070901,0.622922,True,0.0,0
22500.0,True,False,False,True,0,53420.4,5216.85,Alone,Service,2.0,S,False,CL,Home,0.020713,15194,449,2690,2698,True,False,False,Laborers,1,2,1,18.0,True,True,0.18332097,0.39403316,0.5513813,True,3.0,0
15750.0,True,False,False,True,0,30794.4,3267.45,Alone,Service,1.0,M,False,CL,Home,0.018634,13373,4227,2467,4850,True,False,True,Laborers,2,2,1,12.0,True,True,0.3206029,0.7738021,0.18848954,True,0.0,0
9000.0,True,True,False,True,1,79786.8,2586.6,Alone,Service,1.0,M,False,CL,Home,0.003813,13755,2776,2868,5073,True,False,False,Medicine,3,2,1,11.0,True,True,0.24526455,0.5408848,0.5388627,True,0.0,0
20250.0,False,False,False,False,2,34826.4,3392.55,Alone,nan,2.0,M,False,CL,Home,0.006629,17693,5359,1759,667,True,False,False,Managers,4,2,0,5.0,True,True,0.7429373,0.6248226,0.4650692,True,0.0,0
11250.0,False,True,False,True,1,45000.0,2719.35,Alone,Commercial,1.0,M,False,CL,Home,0.020246,11415,206,1492,1747,True,True,False,Laborers,3,3,5,8.0,True,True,0.19341555,0.25179464,0.25946766,True,2.0,1
40500.0,True,True,True,True,0,157500.0,4331.25,Relative,Service,2.0,M,False,CL,Home,0.031329,15521,1984,1344,3090,True,True,False,Managers,2,2,6,12.0,True,True,0.6054452,0.6894855,0.6313545,True,0.0,0
20250.0,False,True,False,False,1,57340.8,2538.9,Alone,Service,1.0,M,False,CL,Home,0.030755,14933,4076,9045,4853,True,False,False,Laborers,3,2,2,14.0,True,True,0.29678875,0.5558527,0.16048893,True,1.0,0
15750.0,True,False,True,True,1,45000.0,2250.0,Relative,Commercial,2.0,M,False,RL,Home,0.016612,11522,361,978,2175,True,True,True,HR,3,2,6,17.0,True,True,0.59451354,0.68247175,0.2608559,True,0.0,0
22500.0,False,False,False,True,0,45000.0,2250.0,Alone,Service,2.0,S,False,RL,Home,0.026392,17592,489,3319,1008,True,False,False,High skill tech,1,2,3,19.0,True,True,0.8509875,0.7425182,0.48124933,True,1.0,0
15750.0,False,True,False,True,0,67500.0,1856.25,Alone,Service,1.0,M,False,CL,Home,0.010032,13757,3789,5512,4111,True,False,True,Sales,2,2,5,15.0,True,True,0.3640757,0.71765894,0.62461466,True,0.0,0
22500.0,False,False,False,True,2,38152.8,2451.15,Alone,Service,2.0,S,False,CL,Home,0.010966,15052,644,9036,4720,True,False,True,Core,3,2,3,11.0,True,True,0.58118045,0.41510037,0.30467218,True,5.0,0
29250.0,False,False,False,True,0,83538.0,4032.0,Alone,Commercial,1.0,S,False,CL,Home,0.010643,8133,212,3536,738,True,False,False,Laborers,1,2,4,12.0,True,True,0.14067629,0.42174134,0.1951984,True,1.0,0
27000.0,False,False,True,False,0,25128.0,1376.1,Alone,Service,1.0,M,False,CL,Municipal,0.003818,13449,1483,4046,4046,True,False,True,Medicine,2,2,2,8.0,True,True,0.45069107,0.5946114,0.82038295,True,0.0,1
22500.0,False,False,False,True,0,80865.0,2621.7,Alone,Service,1.0,M,False,CL,Home,0.010006,13682,6638,1262,4172,True,True,True,Cleaning,2,2,3,10.0,True,True,0.44670707,0.1062478,0.6212263,True,1.0,0
26100.0,False,False,True,False,1,237129.75,6268.5,Alone,Commercial,2.0,M,False,CL,Home,0.010556,11701,945,281,3326,True,False,False,Accountants,3,3,2,18.0,True,True,0.64879113,0.51251847,0.3842068,True,0.0,0
15750.0,False,False,True,True,0,31797.9,1737.9,Alone,Service,1.0,S,False,CL,Home,0.010147,16917,1002,4916,391,True,True,False,Laborers,1,2,4,15.0,True,True,0.24053423,0.6243253,0.48845518,True,0.0,0
20250.0,True,False,True,False,0,45000.0,3020.4,Partner,Commercial,2.0,M,False,CL,Home,0.011703,10089,255,3405,2762,True,False,True,Sales,2,2,5,17.0,True,True,0.53673756,0.4290534,0.25533178,True,7.0,0
36000.0,True,False,True,True,1,53420.4,3280.95,Partner,Service,1.0,M,False,CL,Home,0.007114,15077,2116,6479,4351,True,True,True,Managers,3,2,6,13.0,True,True,0.48211485,0.2651072,0.61782616,True,1.0,0
11250.0,False,True,False,False,0,100692.0,4006.35,Relative,Commercial,2.0,M,False,CL,Home,0.006233,16739,2353,9449,268,True,True,True,Sales,2,2,1,11.0,True,True,0.56071645,0.7129654,0.8214433,True,1.0,0
13500.0,False,True,False,True,2,22500.0,1082.25,Alone,Commercial,1.0,M,False,CL,Home,0.028663,13077,125,1942,4929,True,True,True,Sales,4,2,5,10.0,True,True,0.22179377,0.5400104,0.44361532,True,3.0,0
16650.0,False,False,True,True,1,61447.5,3001.5,Alone,Service,1.0,M,False,CL,Home,0.022625,11972,2296,642,3489,True,False,False,Medicine,3,2,1,16.0,True,True,0.37065986,0.7683403,0.3409064,True,1.0,0
18000.0,False,True,True,True,1,18000.0,900.0,Alone,Commercial,1.0,M,False,RL,Rental,0.019689,10020,579,44,2255,True,False,False,Sales,3,2,3,10.0,True,True,0.49728912,0.5814641,0.50468135,True,1.0,0
22500.0,False,False,True,False,0,88617.6,2893.05,Alone,Commercial,1.0,M,False,CL,Home,0.014464,17076,3339,8276,609,True,False,True,Managers,2,2,6,8.0,True,True,0.6638451,0.70591116,0.49386287,True,1.0,0
21600.0,False,True,False,True,0,119700.0,6696.9,Alone,Service,2.0,M,False,CL,Office,0.022625,12741,1207,6787,3531,True,True,True,High skill tech,2,2,0,10.0,True,True,0.6628798,0.672332,0.5744466,True,2.0,0
11250.0,True,True,True,False,0,50042.7,2632.95,Alone,Commercial,2.0,S,False,CL,Family,0.00496,11231,1379,5153,3755,True,False,False,High skill tech,1,2,1,16.0,True,True,0.5570292,0.5912176,0.6430256,True,1.0,0
11250.0,False,False,True,False,0,22500.0,1125.0,Alone,Commercial,1.0,M,False,RL,Home,0.02461,14555,169,6709,2276,True,False,True,Laborers,2,2,6,13.0,True,True,0.611363,0.6612553,0.70769936,True,2.0,0
27000.0,False,True,False,True,1,143685.0,4214.25,Alone,Govt Job,2.0,D,False,CL,Family,0.04622,13307,3200,1886,2711,True,False,True,Core,2,1,5,17.0,True,True,0.6679474,0.7392775,0.49927202,True,0.0,0
22500.0,False,False,True,True,0,15750.0,787.5,Alone,Service,1.0,S,False,RL,Home,0.018029,11469,733,3045,3045,True,False,False,Sales,1,3,1,6.0,True,True,0.43004256,0.54472697,0.6577838,True,3.0,0
11250.0,False,True,True,False,0,45000.0,2732.4,Alone,Service,1.0,M,False,CL,Home,0.025164,12637,3712,4686,5209,True,True,False,Laborers,2,2,4,9.0,True,True,0.18856302,0.10889488,0.47764915,True,5.0,0
6750.0,False,False,True,True,0,20250.0,1012.5,Alone,Commercial,2.0,M,False,RL,Home,0.031329,15543,7649,7976,4276,True,False,False,Core,2,2,1,11.0,True,True,0.8074566,0.54549694,0.5937176,True,2.0,0
11250.0,False,False,True,True,2,28440.0,1645.65,Others,Service,1.0,M,False,CL,Home,0.018209,11359,976,1638,3653,True,True,False,Accountants,4,3,3,7.0,True,True,0.3269255,0.7243056,0.3457848,True,1.0,0
9000.0,False,False,False,True,0,15926.4,1077.3,Alone,Commercial,1.0,M,False,CL,Home,0.010276,11537,1656,6075,3779,True,False,False,Laborers,2,2,1,15.0,True,True,0.5104827,0.6245201,0.7623356,True,0.0,0
22500.0,False,False,True,True,0,102600.0,4068.9,Alone,Govt Job,1.0,W,False,CL,Home,0.04622,19974,3144,6293,3507,True,True,False,Medicine,1,1,4,14.0,True,True,0.7144566,0.7579902,0.6594055,True,2.0,1
23850.0,True,False,False,True,0,56805.75,2913.3,Relative,Service,2.0,S,False,CL,Home,0.022625,11514,612,5333,3772,True,False,True,Managers,1,2,4,14.0,True,True,0.33827186,0.6737948,0.5726825,True,4.0,0
9000.0,True,True,True,True,1,55380.6,3004.2,Alone,Service,2.0,M,False,CL,Home,0.018634,13123,2595,6301,4415,True,True,False,Accountants,3,2,3,8.0,True,True,0.5819183,0.56243426,0.27356467,True,0.0,0
20250.0,False,True,False,True,0,18338.4,1065.6,Alone,Commercial,1.0,W,False,CL,Home,0.031329,19944,2010,12771,3456,True,False,False,Private service,1,2,1,11.0,True,True,0.87539154,0.47401384,0.508287,True,4.0,0
18000.0,False,True,False,False,0,80865.0,2621.7,Alone,Service,2.0,D,False,CL,Home,0.022625,15415,2130,1356,4710,True,False,False,Managers,1,2,1,19.0,True,True,0.68052346,0.55286527,0.57620883,True,0.0,0
13050.0,False,True,False,True,1,22500.0,2305.35,Alone,Commercial,1.0,M,False,CL,Home,0.018029,12043,1684,3901,4370,True,False,False,Laborers,3,3,4,7.0,True,True,0.5252733,0.18096903,0.78260785,True,4.0,0
15750.0,True,False,True,True,2,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.020713,12060,2111,681,2869,True,False,False,High skill tech,4,2,4,11.0,True,True,0.7462557,0.37600657,0.51729655,True,0.0,0
13500.0,False,False,True,True,1,17064.0,1056.6,Alone,Service,2.0,M,False,CL,Home,0.008474,11349,912,1274,3061,True,False,True,Private service,3,2,1,11.0,True,True,0.43208906,0.58256,0.73801965,True,2.0,0
11250.0,True,False,True,True,0,22500.0,2191.95,Alone,Govt Job,2.0,S,False,CL,Home,0.022625,12379,4109,6463,4490,True,False,False,Core,1,2,5,16.0,True,True,0.6143223,0.70871335,0.5620605,True,0.0,0
18450.0,False,False,False,True,1,124974.0,6991.2,Alone,Govt Job,2.0,M,False,CL,Home,0.020713,10338,154,392,406,True,False,False,Core,3,1,2,13.0,True,True,0.23809314,0.32100567,0.09261717,True,0.0,0
22500.0,True,False,False,True,0,54449.1,1769.4,Alone,Service,1.0,M,False,CL,Home,0.04622,20773,3005,4393,4280,True,False,True,Drivers,2,1,1,13.0,True,True,0.5929869,0.75951123,0.71657026,True,3.0,0
47250.0,True,False,False,True,0,67662.9,5359.05,Alone,Commercial,2.0,M,False,CL,Home,0.04622,10898,539,5546,3562,True,False,True,Drivers,2,1,5,18.0,True,True,0.078542046,0.1206081,0.2664568,True,2.0,0
72000.0,False,True,False,False,0,90000.0,4500.0,Alone,Commercial,4.0,S,False,RL,Family,0.072508,12549,2087,6685,4597,True,False,True,High skill tech,1,1,2,10.0,True,True,0.45060572,0.7060292,0.27933532,True,5.0,0
11250.0,False,True,True,True,0,33750.0,1687.5,Alone,nan,1.0,W,False,RL,Home,0.009657,18877,582,12604,2410,True,False,False,Cleaning,1,2,6,10.0,True,True,0.6716385,0.5280613,0.51369375,True,5.0,0
23400.0,True,True,True,True,0,76022.55,3028.05,Alone,Commercial,1.0,M,False,CL,Home,0.025164,19859,10257,2634,3417,True,False,True,Core,2,2,3,15.0,True,True,0.86228555,0.6442616,0.54423475,True,1.0,0
20250.0,False,True,False,False,0,45450.0,2537.55,Relative,Service,2.0,M,False,CL,Home,0.032561,19159,865,1190,2665,True,True,True,Core,2,1,2,9.0,True,True,0.8956623,0.79201996,0.75440615,True,2.0,0
22500.0,True,True,True,True,0,101700.0,2973.6,Alone,Commercial,2.0,M,False,CL,Home,0.026392,16201,1863,2794,4367,True,False,True,Accountants,2,2,3,14.0,True,True,0.880726,0.7032074,0.7610264,True,2.0,0
12150.0,False,False,True,False,1,25650.0,1247.4,Alone,Service,1.0,M,False,CL,Municipal,0.010966,15113,1691,2239,4338,True,False,False,Cleaning,3,2,3,12.0,True,True,0.3535217,0.31116888,0.71215516,True,4.0,0
31500.0,True,True,True,True,0,118512.0,3929.85,Alone,Commercial,1.0,W,False,CL,Home,0.032561,16411,913,8304,3932,True,False,False,Laborers,1,1,0,11.0,True,True,0.70441,0.797548,0.48124933,True,4.0,0
15750.0,False,False,False,True,1,29545.2,3195.0,Alone,Service,1.0,M,False,CL,Municipal,0.020246,13273,1024,4676,4750,True,False,False,Drivers,3,3,2,14.0,True,True,0.15806122,0.22622731,0.5971924,True,3.0,0
13500.0,True,False,True,True,0,175500.0,4826.25,Alone,Service,2.0,M,False,CL,Home,0.020713,11683,4299,682,767,True,True,True,High skill tech,2,3,6,11.0,True,True,0.10972383,0.63258153,0.3996756,True,1.0,0
15750.0,False,False,False,True,0,55255.5,3098.25,Alone,Service,1.0,D,False,CL,Home,0.020246,18540,1534,7391,2089,True,False,False,Sales,1,3,1,13.0,True,True,0.6667072,0.5979594,0.24054141,True,2.0,0
29250.0,False,False,False,True,0,75519.0,3632.85,Alone,Service,1.0,S,False,CL,Home,0.006671,16418,1799,420,2289,True,False,False,Laborers,1,2,1,12.0,True,True,0.69751006,0.5003244,0.24853556,True,2.0,1
18000.0,True,False,True,False,0,36000.0,1837.8,Alone,Commercial,2.0,S,False,CL,Home,0.007114,10132,1108,121,2660,True,True,False,Core,1,2,4,13.0,True,True,0.40317556,0.5483472,0.22888342,True,0.0,0
36000.0,False,False,True,False,0,50940.0,2844.45,Alone,Govt Job,2.0,M,False,CL,Office,0.006305,21273,2745,4624,4691,True,False,True,Core,2,3,3,6.0,True,True,0.7604535,0.5573854,0.5620605,True,0.0,0
11250.0,True,True,True,False,0,32724.9,2532.15,Alone,Service,1.0,M,False,CL,Home,0.009175,13801,5881,6311,4396,True,False,False,Waiters/barmen,2,2,2,10.0,True,True,0.41449586,0.7301916,0.45969045,True,1.0,0
40500.0,False,False,False,True,0,90000.0,4500.0,Alone,Service,2.0,S,False,RL,Family,0.018634,14067,5171,8118,41,True,False,False,Managers,1,2,1,15.0,True,True,0.52473766,0.6308059,0.6754133,True,2.0,0
18000.0,True,False,False,False,2,19946.7,1706.4,Alone,Service,1.0,M,False,CL,Home,0.035792,12338,1055,6367,3087,True,False,False,Managers,4,2,2,14.0,True,True,0.31570742,0.7107721,0.14375806,True,1.0,0
20250.0,False,True,True,False,0,13500.0,675.0,Others,Service,2.0,S,False,RL,Office,0.030755,10445,130,246,3061,True,False,True,Accountants,1,2,5,11.0,True,True,0.76443684,0.6789118,0.5602843,True,1.0,0
15750.0,False,False,True,True,2,81599.4,2943.9,Alone,nan,1.0,M,False,CL,Home,0.010032,15195,7078,63,4280,True,False,False,Cleaning,4,2,4,5.0,True,True,0.48734072,0.49372622,0.7062051,True,2.0,0
27000.0,True,True,True,False,1,54504.0,2553.75,Alone,Service,1.0,M,False,CL,Home,0.010643,18835,9592,5006,2373,True,False,True,Medicine,3,2,2,10.0,True,True,0.8586068,0.21006134,0.49566582,True,5.0,0
13500.0,False,True,False,True,0,110250.0,3223.35,Alone,Service,1.0,M,False,CL,Home,0.010006,15572,2755,8572,3351,True,True,True,Cleaning,2,1,2,10.0,True,True,0.41021192,0.77514654,0.5620605,True,1.0,0
13500.0,True,True,True,False,0,31405.5,1716.75,Alone,Service,1.0,M,False,CL,Home,0.020713,13006,4804,2026,4170,True,False,False,Laborers,2,3,1,9.0,True,True,0.39339307,0.6252992,0.6479769,True,1.0,0
13500.0,False,False,False,False,1,15282.0,1658.7,Alone,Commercial,2.0,M,False,CL,Home,0.009549,13967,711,1502,4812,True,True,True,Accountants,3,2,5,20.0,True,True,0.5458392,0.5309759,0.44896227,True,1.0,0
22500.0,False,True,False,False,2,128835.0,3780.0,Alone,Govt Job,2.0,M,False,CL,Home,0.010276,12099,1516,6145,4328,True,False,False,High skill tech,4,2,4,16.0,True,True,0.61567646,0.7854579,0.5937176,True,1.0,0
15750.0,True,False,True,True,1,110700.0,3249.9,Alone,Service,1.0,M,False,CL,Home,0.0228,14956,2019,41,4578,True,False,False,Drivers,3,2,1,11.0,True,True,0.3943047,0.5607114,0.6785677,True,1.0,0
5400.0,False,False,False,False,0,21801.6,1599.3,Alone,Service,1.0,M,False,CL,Home,0.020246,19143,175,383,2570,True,True,False,Security,2,3,2,14.0,True,True,0.5164185,0.031769753,0.69409263,True,2.0,1
19800.0,False,False,False,True,0,76526.1,3255.3,Alone,Service,1.0,M,False,CL,Home,0.009175,13916,3038,6632,4552,True,False,False,Sales,2,2,5,15.0,True,True,0.48507732,0.6465837,0.45074728,True,4.0,0
36000.0,False,False,True,True,0,18000.0,900.0,Alone,Service,2.0,M,False,RL,Home,0.006305,11853,3214,840,4425,True,False,False,Sales,2,3,5,6.0,True,True,0.53665847,0.5938363,0.78260785,True,0.0,0
27000.0,False,False,True,True,0,52649.1,2532.6,Alone,Commercial,1.0,S,False,CL,Home,0.04622,19015,2074,13158,2568,True,True,True,Sales,1,1,1,14.0,True,True,0.7122243,0.6631874,0.4974689,True,1.0,0
9450.0,True,True,False,True,0,13500.0,1348.2,Alone,Govt Job,2.0,M,False,CL,Home,0.020246,16844,3400,913,371,True,True,True,Core,2,3,5,10.0,True,True,0.7843007,0.5072341,0.78260785,True,1.0,0
15750.0,True,False,True,False,2,90000.0,2631.6,Alone,Commercial,2.0,M,False,CL,Home,0.04622,13031,590,1967,4741,True,True,False,Realty agents,4,1,3,20.0,True,True,0.676242,0.63715386,0.6528965,True,0.0,0
22500.0,False,False,True,True,0,72000.0,6849.45,Alone,Service,1.0,D,False,CL,Home,0.019101,16121,2826,8047,4091,True,True,True,Managers,1,2,2,13.0,True,True,0.5003078,0.7877338,0.7623356,True,0.0,0
27000.0,False,False,False,True,0,27252.0,2152.8,Alone,Commercial,2.0,M,False,CL,Home,0.032561,10588,701,4825,3125,True,True,True,Drivers,2,1,4,0.0,True,True,0.2774831,0.65485865,0.6075573,True,1.0,0
27000.0,False,False,False,True,0,116466.75,3418.2,Relative,Commercial,2.0,M,False,CL,Home,0.003069,19222,3406,11402,2760,True,False,False,Managers,2,3,4,18.0,True,True,0.59367156,0.65775406,0.6528965,True,1.0,0
11250.0,False,True,False,True,0,6112.8,608.4,Alone,Commercial,1.0,M,False,CL,Home,0.01885,9812,1149,9760,1934,True,False,False,Laborers,2,2,5,12.0,True,True,0.3320909,0.63037294,0.6430256,True,2.0,0
21044.25,True,False,True,True,2,13500.0,675.0,Alone,Service,2.0,M,False,RL,Home,0.031329,12131,1560,6020,3441,True,True,False,Core,4,2,2,14.0,True,True,0.6721471,0.6779863,0.7517237,True,1.0,0
22770.0,True,False,True,False,2,78708.6,2177.1,Alone,Govt Job,2.0,M,False,CL,Home,0.025164,11134,3662,5088,2828,True,True,True,Core,4,2,3,14.0,True,True,0.47015196,0.60530716,0.17665258,True,0.0,0
18450.0,True,True,False,False,1,86850.0,3679.65,Alone,Service,1.0,M,False,CL,Home,0.026392,12144,2324,2257,3171,True,True,True,Accountants,3,2,1,14.0,True,True,0.4678361,0.61090404,0.37064964,True,1.0,0
22500.0,False,False,True,True,0,15750.0,787.5,Alone,Service,1.0,S,False,RL,Home,0.018029,11469,733,3045,3045,True,False,False,Sales,1,3,1,6.0,True,True,0.43004256,0.54472697,0.6577838,True,3.0,0
36000.0,True,False,True,True,2,124747.2,5298.3,Partner,Commercial,2.0,M,False,CL,Home,0.072508,11146,2517,5859,3389,True,False,True,Sales,4,1,2,13.0,True,True,0.49724934,0.74113196,0.58323795,True,1.0,0
8100.0,False,False,False,True,2,23181.3,1196.55,Alone,Service,1.0,M,False,CL,Home,0.010276,11781,1622,8916,721,True,False,True,Laborers,4,2,3,13.0,True,True,0.3450117,0.7149839,0.35729328,True,0.0,0
22500.0,True,False,False,False,0,108000.0,5754.15,Alone,Commercial,2.0,M,False,CL,Home,0.025164,15484,2042,2534,4333,True,False,False,Managers,2,2,4,14.0,True,True,0.6546777,0.5166206,0.6075573,True,3.0,0
13500.0,False,False,False,True,0,13500.0,675.0,Alone,Service,2.0,M,False,RL,Home,0.010556,12348,2755,1050,1351,True,True,True,Core,2,3,4,16.0,True,True,0.2516187,0.53472626,0.57796913,True,2.0,0
4050.0,True,True,False,False,0,32702.4,1537.2,Alone,Service,2.0,M,False,CL,Home,0.010006,10610,1511,1481,1741,True,False,True,Cleaning,2,2,2,20.0,True,True,0.32357717,0.20150626,0.45969045,True,0.0,0
16200.0,True,True,True,True,0,54303.75,3045.15,Alone,Govt Job,2.0,M,False,CL,Home,0.003818,12558,853,2352,1682,True,False,True,Core,2,2,5,4.0,True,True,0.59596175,0.3736085,0.45610973,True,3.0,0
15750.0,True,True,True,True,0,33972.3,1747.35,Alone,Commercial,0.0,S,False,CL,Home,0.011703,10173,812,4691,2853,True,False,False,Laborers,1,2,5,14.0,True,True,0.16225936,0.3009611,0.62630427,True,0.0,0
22500.0,False,False,False,True,0,29628.0,1438.2,Alone,Commercial,1.0,M,False,CL,Home,0.018801,21593,7863,10452,4944,True,False,False,Accountants,2,2,5,13.0,True,True,0.31504512,0.3345095,0.22761291,True,4.0,0
20250.0,False,True,False,True,2,58500.0,3186.45,Alone,Service,1.0,D,False,CL,Home,0.028663,15117,270,3637,817,True,False,False,Sales,3,2,2,16.0,True,True,0.49472803,0.7827928,0.5549468,True,0.0,0
18000.0,False,False,False,True,2,90000.0,4882.5,Alone,Commercial,1.0,M,False,CL,Home,0.006008,9910,1706,1589,1026,True,False,False,Secretaries,4,2,2,0.0,True,True,0.41904664,0.6631923,0.66102356,True,0.0,0
13500.0,False,False,True,True,0,31500.0,1544.85,Alone,Commercial,1.0,M,False,CL,Home,0.026392,15115,1190,7021,3966,True,True,False,Sales,2,2,5,12.0,True,True,0.6451632,0.5813417,0.69409263,True,4.0,0
24750.0,True,False,False,True,0,26368.65,1485.45,Alone,Govt Job,1.0,W,False,CL,Home,0.04622,22338,9845,8714,4334,True,False,False,Drivers,1,1,3,16.0,True,True,0.84710515,0.765094,0.5744466,True,1.0,0
20250.0,False,False,False,True,0,112271.4,4769.55,Alone,Commercial,1.0,M,False,CL,Home,0.018634,17235,1249,3334,777,True,False,False,Sales,2,2,5,14.0,True,True,0.5373376,0.756833,0.58674,True,2.0,0
13500.0,False,False,False,True,1,67500.0,2230.65,Relative,Service,1.0,S,False,CL,Home,0.010006,16064,538,2343,4416,True,True,False,Core,2,2,4,13.0,True,True,0.6963824,0.7388895,0.49386287,True,0.0,0
11250.0,False,False,False,True,1,67950.0,4572.45,Alone,Service,2.0,M,False,CL,Home,0.026392,15105,894,1029,4076,True,False,False,High skill tech,3,2,3,12.0,True,True,0.41027394,0.57552415,0.41359675,True,4.0,0
13500.0,False,False,False,False,1,27000.0,1350.0,Partner,Service,2.0,M,False,RL,Family,0.019689,9665,2209,9627,1283,True,False,True,Accountants,3,2,4,13.0,True,True,0.32228416,0.19600083,0.6380435,True,1.0,0
18000.0,True,True,False,True,1,45450.0,2434.5,Partner,Govt Job,2.0,M,False,CL,Family,0.035792,14467,2534,2937,4414,True,False,False,Managers,3,2,2,16.0,True,True,0.6137189,0.5697553,0.39621958,True,0.0,0
30600.0,True,False,True,False,0,90000.0,3348.45,Alone,Service,1.0,M,False,CL,Home,0.010966,16011,1649,3155,5058,True,False,False,Managers,2,2,4,8.0,True,True,0.31450555,0.71753484,0.32489124,True,0.0,0
18000.0,False,True,True,True,0,81979.2,4198.5,Alone,Commercial,1.0,M,False,CL,Home,0.006233,11815,300,302,3816,True,False,False,Laborers,2,2,6,12.0,True,True,0.15875179,0.62238455,0.30927536,True,3.0,0
18000.0,False,False,True,True,1,52128.0,2840.85,Alone,Service,2.0,M,False,CL,Home,0.008575,11627,362,5258,3355,True,False,False,Core,3,2,3,13.0,True,True,0.480473,0.7592915,0.6512602,True,1.0,0
18000.0,True,False,False,True,0,53910.0,2937.6,Relative,Service,1.0,S,False,CL,Home,0.04622,11224,1817,2344,2392,True,False,False,Laborers,1,1,3,15.0,True,True,0.24894828,0.73527896,0.5226973,True,5.0,0
21150.0,True,True,True,True,1,5391.0,473.85,Alone,Service,2.0,M,False,CL,Home,0.011703,12753,3039,865,5195,True,False,False,Core,3,2,6,16.0,True,True,0.6912617,0.7250691,0.14554282,True,0.0,1
15750.0,False,True,True,True,1,11716.2,1274.85,Alone,Service,1.0,S,False,CL,Home,0.00712,13806,5262,7953,4450,True,False,False,Laborers,2,2,6,8.0,True,True,0.34326997,0.38399714,0.6956219,True,0.0,0
5400.0,False,True,False,True,2,18868.5,1000.8,Relative,Govt Job,1.0,M,False,CL,Home,0.006296,14242,819,700,4242,True,True,False,Laborers,4,3,5,12.0,True,True,0.57898206,0.5371302,0.70769936,True,0.0,0
10350.0,False,True,True,False,0,58050.0,1596.15,Alone,Commercial,1.0,M,False,CL,Family,0.010032,11095,227,4998,2540,True,True,False,Laborers,2,2,1,12.0,True,True,0.28629518,0.5180184,0.6144144,True,0.0,0
15750.0,False,False,False,False,0,107820.0,2965.05,Alone,Commercial,2.0,M,False,CL,Family,0.009549,11434,460,5472,632,True,False,True,Core,2,2,1,12.0,True,True,0.45129952,0.2529086,0.3077367,True,0.0,0
9000.0,False,True,True,True,0,22500.0,1269.45,Alone,Service,1.0,M,False,CL,Home,0.026392,24304,2507,12915,4174,True,False,True,Medicine,2,2,5,17.0,True,True,0.87498796,0.62986326,0.29859498,True,1.0,0
6750.0,False,True,True,False,0,128835.0,3705.3,Alone,Commercial,2.0,M,False,CL,Family,0.018634,11522,1819,3218,3226,True,False,False,High skill tech,2,2,2,17.0,True,True,0.36975303,0.6520211,0.7636399,True,0.0,0
13500.0,False,False,True,True,0,22500.0,2205.0,Others,Commercial,1.0,S,False,CL,Home,0.072508,17193,3369,3809,745,True,True,True,Sales,1,1,6,15.0,True,True,0.67826307,0.7090473,0.7813782,True,0.0,0
27000.0,True,False,False,False,1,112500.0,2980.8,Relative,Service,2.0,M,False,CL,Home,0.008625,10354,1498,279,1500,True,False,False,Accountants,3,2,4,12.0,True,True,0.52996814,0.5528815,0.32016337,True,1.0,0
13500.0,True,False,False,True,1,90568.8,3221.55,Alone,Service,1.0,M,False,CL,Family,0.020246,10434,803,1743,2984,True,False,False,Laborers,3,3,4,13.0,True,True,0.26972368,0.39502043,0.29109737,True,0.0,0
20250.0,True,False,True,False,0,82362.15,2735.1,Relative,Service,1.0,M,False,CL,Home,0.00496,13541,815,4834,4176,True,False,False,Laborers,2,2,2,11.0,True,True,0.08909279,0.2979243,0.50107515,True,3.0,0
24750.0,True,False,True,True,0,22500.0,2191.95,Alone,nan,1.0,M,False,CL,Home,0.006629,14008,2405,8114,4481,True,False,False,Core,2,2,3,12.0,True,True,0.5048644,0.725531,0.64136827,True,2.0,0
11250.0,True,True,True,True,1,13082.4,835.65,Alone,Service,1.0,M,False,CL,Home,0.01885,13655,3955,13623,4560,True,False,False,Laborers,3,2,6,12.0,True,True,0.2904364,0.76863986,0.7136314,True,3.0,0
42750.0,True,True,False,True,0,111339.9,4730.4,Kids,Commercial,1.0,M,False,CL,Home,0.04622,16771,4689,4728,318,True,False,False,Laborers,2,1,5,13.0,True,True,0.42707902,0.62292916,0.36394525,True,1.0,0
16650.0,False,False,True,True,2,55335.15,3014.55,Alone,Govt Job,1.0,M,False,CL,Home,0.008068,12177,566,1045,4509,True,False,False,Managers,4,3,6,9.0,True,True,0.30392525,0.019406807,0.2301589,True,2.0,0
12150.0,True,True,True,False,0,18000.0,900.0,Partner,Service,1.0,M,False,RL,Home,0.006207,9751,118,6153,2241,True,False,True,Laborers,2,2,3,14.0,True,True,0.20598406,0.5233068,0.52449644,True,0.0,0
45000.0,True,False,False,True,0,135000.0,6750.0,Alone,Commercial,2.0,S,False,RL,Home,0.04622,14530,269,2304,2304,True,False,False,Managers,1,1,3,10.0,True,True,0.6473153,0.50681865,0.10615563,True,1.0,0
24750.0,False,False,False,True,0,118971.0,3850.65,Alone,Commercial,2.0,M,False,CL,Home,0.04622,16585,1825,2554,112,True,False,False,Managers,2,1,2,9.0,True,True,0.52043283,0.76654506,0.44896227,True,0.0,0
22500.0,True,False,True,True,0,27363.6,2960.1,Alone,Service,1.0,M,False,CL,Home,0.010966,18974,7286,7206,2514,True,False,False,Drivers,2,2,5,12.0,True,True,0.47740453,0.20352283,0.4632753,True,1.0,0
15750.0,True,False,False,False,1,43200.0,2356.65,Alone,Service,1.0,M,False,CL,Home,0.005144,13009,971,6334,4377,True,False,True,Core,3,2,4,13.0,True,True,0.6882219,0.51258945,0.19977057,True,3.0,0
33750.0,True,False,True,True,0,112500.0,7548.75,Alone,Service,1.0,D,False,CL,Home,0.009549,17867,3988,7669,1413,True,True,True,Accountants,1,2,2,10.0,True,True,0.8059432,0.5876773,0.5814837,True,5.0,0
15750.0,True,False,True,True,0,20250.0,1012.5,Alone,Service,2.0,M,False,RL,Home,0.009175,20737,5109,10625,3718,True,False,False,Drivers,2,2,4,10.0,True,True,0.65302515,0.7160344,0.22508687,True,2.0,0
20250.0,True,False,True,True,0,22500.0,1178.1,Alone,Service,2.0,M,False,CL,Home,0.026392,20182,7514,5726,3744,True,False,False,Accountants,2,2,3,12.0,True,True,0.8638193,0.7117063,0.7675231,True,0.0,0
27000.0,True,True,False,True,1,125640.0,4065.75,Alone,Service,1.0,M,False,CL,Municipal,0.0105,13913,98,5189,2589,True,False,False,Managers,3,3,4,12.0,True,True,0.7025717,0.59780693,0.6313545,True,4.0,0
22500.0,False,False,False,False,1,33750.0,1736.1,Alone,Service,2.0,D,False,CL,Home,0.022625,14108,3787,8064,4639,True,False,False,Accountants,2,2,3,15.0,True,True,0.5876661,0.63559026,0.41010258,True,4.0,0
20250.0,False,False,True,True,0,126258.3,3704.4,Alone,Commercial,2.0,M,False,CL,Home,0.018634,17843,871,1408,1395,True,False,True,Core,2,2,3,16.0,True,True,0.6623661,0.65984315,0.4758499,True,3.0,0
36000.0,False,False,True,True,1,103213.35,3424.05,Alone,Commercial,2.0,D,False,CL,Home,0.025164,16008,2776,3979,4372,True,False,True,Managers,2,2,6,13.0,True,True,0.79780304,0.67685384,0.57796913,True,2.0,0
29250.0,False,False,False,False,0,47250.0,3746.25,Alone,Service,1.0,M,False,CL,Home,0.028663,15156,5288,3257,4545,True,False,False,Laborers,2,2,3,11.0,True,True,0.24846435,0.30437645,0.0790597,True,1.0,0
9000.0,True,False,False,True,0,39247.2,2520.9,Alone,Service,1.0,D,False,CL,Home,0.022625,17432,584,1467,960,True,False,False,Drivers,1,2,3,9.0,True,True,0.19057563,0.44340613,0.18088798,True,0.0,0
11250.0,True,True,False,True,2,31410.0,1657.35,Alone,Service,1.0,M,False,CL,Family,0.005313,14556,397,8679,4028,True,False,False,Drivers,4,2,2,17.0,True,True,0.38749623,0.26080132,0.7476634,True,0.0,0
40500.0,False,False,False,True,0,54504.0,3962.7,Alone,Commercial,1.0,S,False,CL,Home,0.072508,8128,235,8028,806,True,False,False,Secretaries,1,1,4,14.0,True,True,0.40608442,0.7559344,0.4974689,True,0.0,0
9000.0,False,True,True,True,1,45450.0,1502.1,Partner,Govt Job,2.0,M,False,CL,Home,0.025164,11233,2033,1895,1895,True,True,False,Core,3,2,1,13.0,True,True,0.3970715,0.6714787,0.6430256,True,3.0,0
10800.0,True,False,True,True,0,50021.1,2677.95,Partner,Service,1.0,M,False,CL,Home,0.04622,14932,2935,8411,5166,True,False,False,Laborers,2,1,4,15.0,True,True,0.6032322,0.73152506,0.4650692,True,2.0,0
67500.0,True,False,False,True,0,208512.0,7260.75,Partner,Govt Job,2.0,S,False,CL,Home,0.072508,12900,2212,1753,4348,True,False,False,Accountants,1,1,3,17.0,True,True,0.5309919,0.5548483,0.2692858,True,1.0,0
14400.0,False,False,True,True,2,56250.0,2606.4,Relative,Commercial,0.0,M,False,CL,Home,0.01452,12174,4436,1106,3797,True,False,False,Laborers,4,2,5,10.0,True,True,0.3023269,0.57481885,0.6006575,True,1.0,0
11250.0,False,True,True,False,0,12600.0,855.0,Alone,Service,1.0,M,False,CL,Home,0.028663,12439,4851,5662,3648,True,False,False,Laborers,2,2,2,15.0,True,True,0.3704619,0.6008526,0.5567274,True,3.0,0
11250.0,True,True,True,True,0,31500.0,1575.0,Alone,Service,1.0,S,False,RL,Home,0.031329,15592,745,9709,2419,True,False,False,Laborers,1,2,2,11.0,True,True,0.60386044,0.6893778,0.34741822,True,1.0,0
28800.0,False,True,True,True,0,201384.0,8324.1,Alone,Service,1.0,M,False,CL,Home,0.032561,20171,591,5977,3689,True,False,False,High skill tech,2,1,3,10.0,True,True,0.43915847,0.74013215,0.723837,True,2.0,0
13950.0,False,True,False,True,0,18000.0,900.0,Alone,Service,2.0,S,False,RL,Home,0.025164,7777,187,2639,451,True,False,False,Core,1,2,5,7.0,True,True,0.49749243,0.36900407,0.26224896,True,3.0,0
12600.0,False,False,True,True,0,60415.2,4530.15,Partner,Commercial,1.0,M,False,CL,Home,0.010276,17377,5808,7228,841,True,False,False,Laborers,2,2,6,14.0,True,True,0.8884318,0.7636012,0.79344904,True,2.0,0
29250.0,False,False,True,True,0,67463.55,3457.35,Alone,Govt Job,2.0,S,False,CL,Home,0.04622,10475,171,4781,2654,True,False,False,Laborers,1,1,4,16.0,True,True,0.57199836,0.7076152,0.5298898,True,2.0,0
14400.0,True,False,True,True,0,45450.0,1682.55,Alone,Govt Job,1.0,M,False,CL,Family,0.006008,17123,3869,6693,664,True,False,False,Drivers,2,2,2,15.0,True,True,0.8054671,0.64770216,0.44005784,True,2.0,0
6750.0,False,False,True,True,0,7641.0,795.6,Alone,Service,1.0,M,False,CL,Home,0.020713,18055,3540,7926,1574,True,True,True,Managers,2,3,5,8.0,True,True,0.60468054,0.37634015,0.42061096,True,1.0,0
180000.0,True,True,False,True,1,119034.0,6659.55,Alone,Commercial,2.0,M,False,CL,Home,0.020713,19526,2279,5965,3066,True,False,False,Managers,3,2,5,9.0,True,True,0.7950888,0.21346687,0.5100895,True,3.0,0
40500.0,True,True,False,True,0,154602.0,4533.3,Alone,Service,2.0,M,False,CL,Home,0.006233,15222,404,680,4124,True,False,True,Managers,2,2,3,15.0,True,True,0.29231447,0.59269124,0.37233368,True,0.0,0
13500.0,False,False,True,True,0,54504.0,2664.0,Alone,Service,1.0,M,False,CL,Home,0.014464,12142,668,983,1915,True,True,False,Laborers,2,2,5,8.0,True,True,0.39548755,0.6779195,0.30927536,True,0.0,0
20250.0,True,False,True,True,0,79417.35,3511.35,Relative,nan,1.0,M,False,CL,Home,0.031329,16227,4854,6485,3614,True,False,False,Sales,2,2,5,9.0,True,True,0.46880236,0.6990651,0.37233368,True,3.0,0
15750.0,True,True,False,True,0,29138.4,2505.6,Alone,Commercial,1.0,M,False,CL,Home,0.018029,14888,1313,1867,5597,True,False,False,Sales,2,3,2,9.0,True,True,0.6592058,0.36499593,0.2664568,True,1.0,0
13500.0,False,False,True,True,0,25650.0,2694.6,Alone,Service,1.0,M,False,CL,Home,0.015221,15336,4276,5309,1489,True,False,False,Medicine,2,2,4,9.0,True,True,0.7522918,0.4038382,0.6848277,True,4.0,0
18000.0,False,False,True,True,0,28440.0,2259.9,Alone,Service,1.0,M,False,CL,Home,0.04622,12691,2374,390,1628,True,False,False,Sales,2,1,0,14.0,True,True,0.32861215,0.7462339,0.000527265,True,3.0,0
6750.0,True,False,True,False,3,22500.0,2225.25,Alone,Service,2.0,M,False,CL,Family,0.018634,14107,2238,2768,964,True,True,False,High skill tech,5,2,5,20.0,True,True,0.75675476,0.60870826,0.6528965,True,1.0,0
20250.0,False,False,False,True,0,99000.0,2894.4,Relative,Service,1.0,M,False,CL,Home,0.020713,10021,963,4703,2252,True,True,False,Sales,2,3,4,12.0,True,True,0.23112376,0.61320424,0.6690567,True,1.0,0
36000.0,True,False,True,True,1,83538.0,4032.0,Alone,Govt Job,2.0,S,False,CL,Home,0.010032,18335,1191,6959,1582,True,False,False,Core,2,2,3,6.0,True,True,0.77568406,0.63831073,0.19862005,True,3.0,0
22500.0,False,False,False,True,0,29191.5,2510.1,Alone,Service,1.0,D,False,CL,Home,0.031329,10086,2660,709,2697,True,False,False,High skill tech,1,2,1,13.0,True,True,0.26058385,0.6494865,0.4294237,True,1.0,0
13500.0,False,False,False,False,0,24750.0,1237.5,Alone,Commercial,1.0,S,False,RL,Home,0.026392,11888,255,5872,3865,True,False,False,Core,1,2,3,15.0,True,True,0.6866359,0.6731504,0.74079907,True,3.0,0
22500.0,False,False,True,False,0,63000.0,3150.0,Alone,Commercial,1.0,M,False,RL,Home,0.007274,16147,1601,662,3760,True,False,True,Sales,2,2,2,16.0,True,True,0.52141666,0.5535787,0.037119415,True,7.0,0
13500.0,True,True,True,True,0,75384.0,2001.6,Alone,Service,1.0,S,False,CL,Home,0.020246,17323,9587,5732,873,True,False,True,Private service,1,3,1,10.0,True,True,0.4861482,0.38490793,0.18738876,True,3.0,0
13500.0,False,False,False,True,0,66589.2,1769.4,Alone,Service,1.0,M,False,CL,Home,0.022625,21873,1633,4514,4515,True,False,True,Laborers,2,2,4,13.0,True,True,0.5036115,0.66768575,0.6769925,True,3.0,0
8100.0,True,True,True,True,2,58476.6,2490.3,Alone,Service,1.0,M,False,CL,Home,0.010556,13990,2163,272,3538,True,False,True,Medicine,4,3,1,9.0,True,True,0.3878026,0.44659257,0.8160924,True,0.0,0
54000.0,False,False,True,True,0,56249.1,2718.9,Alone,Commercial,2.0,M,False,CL,Home,0.072508,21773,856,5264,3791,True,False,False,Private service,2,1,3,17.0,True,True,0.79397774,0.7381632,0.28078958,True,1.0,0
6750.0,False,False,False,True,1,54449.1,1769.4,Alone,Commercial,1.0,M,False,CL,Home,0.005313,16166,1231,5942,2851,True,False,False,Sales,3,2,4,11.0,True,True,0.67169696,0.724886,0.69409263,True,3.0,0
9000.0,False,False,False,True,0,13753.8,1360.35,Alone,Govt Job,1.0,W,False,CL,Home,0.02461,20044,3998,9554,3527,True,False,True,Accountants,1,2,2,13.0,True,True,0.55254465,0.668544,0.58323795,True,3.0,0
11250.0,False,True,False,True,1,107820.0,3165.3,Alone,Service,1.0,M,False,CL,Rental,0.031329,11821,1360,5659,345,True,False,False,Accountants,3,2,1,12.0,True,True,0.3320517,0.24075922,0.5954562,True,0.0,0
27000.0,True,False,True,True,2,45000.0,2250.0,Alone,Service,2.0,M,False,RL,Home,0.010006,12554,2989,4089,4090,True,True,True,Accountants,4,2,4,15.0,True,True,0.42598066,0.69084156,0.4365065,True,0.0,0
3600.0,False,False,True,False,0,9594.0,961.65,Alone,Service,2.0,M,False,CL,Municipal,0.01452,17933,2734,2720,1491,True,True,True,Laborers,2,2,1,7.0,True,True,0.59181297,0.229003,0.6496203,True,0.0,0
11250.0,False,False,True,False,1,39096.0,1735.2,Alone,Service,1.0,W,False,CL,Home,0.008019,17972,3307,9748,1468,True,False,False,Security,2,2,0,10.0,True,True,0.50702757,0.5710681,0.5954562,True,0.0,0
22500.0,False,False,False,True,0,94858.2,3073.05,Alone,Govt Job,1.0,M,False,CL,Home,0.031329,12416,3135,585,4078,True,False,False,Managers,2,2,2,12.0,True,True,0.3524013,0.65780824,0.29558265,True,1.0,0
7200.0,True,False,True,True,0,38250.0,1953.0,Alone,Service,1.0,M,False,CL,Home,0.015221,11404,566,3679,3826,True,True,True,Core,2,2,0,14.0,True,True,0.587891,0.28612116,0.60927564,True,3.0,0
13500.0,True,True,False,False,2,22500.0,2095.2,Relative,Commercial,2.0,M,False,CL,Home,0.008625,13448,651,677,687,True,False,False,Accountants,4,2,3,13.0,True,True,0.2588283,0.046785627,0.68638235,True,0.0,0
33750.0,True,False,True,False,0,145104.75,5539.95,Alone,Service,1.0,M,False,CL,Home,0.003541,10747,2270,297,3419,True,True,False,Managers,2,1,2,17.0,True,True,0.1779119,0.6652261,0.46686402,True,2.0,0
31500.0,False,False,True,True,1,53910.0,2937.6,Alone,Service,2.0,S,False,CL,Municipal,0.04622,11757,3155,4954,3871,True,False,False,Laborers,2,1,3,10.0,True,True,0.67750835,0.7045929,0.5190973,True,3.0,0
13500.0,True,False,False,True,1,18000.0,900.0,Alone,Commercial,2.0,M,False,RL,Home,0.007274,9079,443,1965,1463,True,False,False,Laborers,3,2,2,11.0,True,True,0.29996425,0.529527,0.07596568,True,0.0,0
15750.0,False,True,False,True,1,90000.0,2644.65,Alone,Service,2.0,M,False,CL,Home,0.026392,13317,795,1071,2778,True,False,False,Core,3,2,4,11.0,True,True,0.46714073,0.55822146,0.4650692,True,2.0,0
33750.0,False,False,False,True,0,134550.0,5700.6,Alone,Service,2.0,S,False,CL,Home,0.026392,11922,2305,6049,3807,True,False,False,Managers,1,2,3,12.0,True,True,0.5651879,0.7068319,0.32965505,True,1.0,0
22500.0,True,True,False,False,2,54000.0,2700.0,Alone,Govt Job,2.0,M,False,RL,Office,0.001417,14389,705,407,5454,True,False,False,Core,4,2,3,13.0,True,True,0.620663,0.45823395,0.6212263,True,0.0,0
27000.0,True,False,False,False,0,78539.85,3004.2,Alone,Commercial,1.0,M,False,CL,Home,0.032561,14201,3441,6974,4793,True,False,False,Drivers,2,1,5,16.0,True,True,0.75947475,0.7260141,0.66745776,True,0.0,0
18000.0,True,True,True,True,2,18000.0,900.0,Alone,Service,2.0,M,False,RL,Office,0.003813,12318,4123,2636,4476,True,False,False,Laborers,4,2,1,14.0,True,True,0.20782039,0.7705863,0.5602843,True,8.0,0
15750.0,False,True,False,True,1,78392.7,3465.9,Relative,Service,2.0,M,False,CL,Home,0.00823,13548,3540,7677,4301,True,False,False,Core,3,2,6,13.0,True,True,0.7435244,0.5180348,0.3360615,True,2.0,0
9000.0,False,False,False,True,0,43256.7,2093.85,Alone,nan,1.0,M,False,CL,Home,0.025164,19827,1587,4930,3372,True,False,False,Laborers,2,2,6,10.0,True,True,0.70643973,0.3541447,0.19862005,True,3.0,0
9000.0,True,False,True,True,1,20250.0,1012.5,Alone,Service,1.0,M,False,RL,Home,0.010643,13910,2694,2362,4540,True,False,False,Low-skill Laborers,3,2,1,12.0,True,True,0.34674764,0.6606966,0.47045612,True,3.0,0
11250.0,True,False,False,True,1,51750.0,4101.75,Alone,Service,1.0,M,False,CL,Home,0.028663,18497,165,5503,2028,True,False,False,Laborers,3,2,3,12.0,True,True,0.3190223,0.38695496,0.69409263,True,0.0,0
18000.0,False,True,True,True,0,48149.55,3230.55,Alone,Service,2.0,M,False,CL,Home,0.010032,20992,536,9007,4457,True,False,False,Core,2,2,2,9.0,True,True,0.9079762,0.7025543,0.5531647,True,5.0,0
27000.0,True,True,True,False,2,152335.8,6299.55,Alone,Service,1.0,M,False,CL,Home,0.020246,14322,1550,3956,5061,True,False,True,Managers,4,3,2,6.0,True,True,0.52843755,0.4260776,0.31859553,True,0.0,1
10350.0,False,False,True,False,3,26585.1,1441.8,Alone,Service,1.0,M,False,CL,Municipal,0.006671,12332,432,4573,4762,True,False,True,Laborers,5,2,6,13.0,True,True,0.20491338,0.6678216,0.115386665,True,3.0,0
15750.0,False,True,True,False,0,81450.0,2161.35,Partner,Service,1.0,D,False,CL,Home,0.008625,15211,8508,9254,4291,True,False,False,Cooking,1,2,6,14.0,True,True,0.52198577,0.6253607,0.47045612,True,1.0,0
27000.0,False,True,True,True,0,49752.0,5371.2,Alone,Service,2.0,D,False,CL,Home,0.032561,17016,1828,9672,559,True,False,True,Core,1,1,3,19.0,True,True,0.61438304,0.7276466,0.7281413,True,2.0,0
9000.0,False,True,True,True,0,27000.0,1933.2,Relative,Service,1.0,M,False,CL,Home,0.028663,19151,401,5543,2684,True,False,False,Medicine,2,2,4,11.0,True,True,0.6691775,0.5474805,0.5797274,True,0.0,0
13500.0,True,True,True,True,2,54504.0,3561.75,Alone,Govt Job,2.0,M,False,CL,Home,0.010032,11538,640,4659,3745,True,False,False,Core,4,2,2,10.0,True,True,0.32518312,0.10440563,0.36061257,True,0.0,0
18000.0,True,False,False,True,0,13500.0,675.0,Alone,Service,2.0,M,False,RL,Home,0.025164,18070,1839,4389,1621,True,False,False,Security,2,2,2,8.0,True,True,0.6740532,0.5806869,0.80388504,True,0.0,0
9000.0,True,False,True,True,1,48150.0,2776.95,Partner,Service,1.0,M,False,CL,Home,0.031329,15184,397,6737,5099,True,False,True,Sales,3,2,1,8.0,True,True,0.7047191,0.6312438,0.36394525,True,5.0,0
36000.0,True,True,True,True,0,81573.3,2943.0,Alone,Service,2.0,M,False,CL,Home,0.0105,20616,462,8244,3899,True,False,False,High skill tech,2,3,3,17.0,True,True,0.80727655,0.633049,0.43296167,True,1.0,0
18900.0,True,True,False,True,2,58276.8,3578.4,Alone,Service,1.0,M,False,CL,Home,0.014464,14549,1170,2648,4313,True,True,True,Drivers,4,2,6,9.0,True,True,0.35050735,0.39897797,0.5549468,True,1.0,0
45000.0,True,True,True,False,2,45000.0,3274.2,Alone,Commercial,1.0,D,False,CL,Home,0.026392,13188,1437,7328,4627,True,False,False,Managers,3,2,4,18.0,True,True,0.3585356,0.58462185,0.4188543,True,1.0,0
24750.0,True,True,True,True,0,135000.0,4692.6,Alone,Service,2.0,M,False,CL,Home,0.032561,13280,386,3273,5218,True,True,False,Managers,2,1,5,13.0,True,True,0.67295694,0.676562,0.4920601,True,3.0,0
13500.0,False,False,False,True,0,27000.0,1350.0,Alone,Commercial,1.0,S,False,RL,Family,0.035792,10118,625,4884,2797,True,False,False,Core,1,2,3,12.0,True,True,0.3726932,0.580197,0.50107515,True,0.0,1
12150.0,False,False,True,True,0,94230.0,3052.8,Alone,Commercial,1.0,M,False,CL,Home,0.007305,20095,605,4931,2556,True,False,False,Security,2,3,5,14.0,True,True,0.54983526,0.5876773,0.63303167,True,1.0,0
13500.0,False,False,True,True,1,61675.65,3162.15,Alone,Service,1.0,M,False,CL,Family,0.011657,13274,117,467,1428,True,False,False,Laborers,3,1,2,16.0,True,True,0.58857614,0.67050356,0.2881296,True,0.0,0
7200.0,False,True,False,True,2,25470.0,2715.3,Relative,Service,1.0,M,False,CL,Family,0.031329,12862,577,710,4304,True,False,True,Drivers,4,2,1,12.0,True,True,0.37475592,0.7049569,0.3217353,True,1.0,0
11475.0,False,True,False,True,1,52650.0,1711.35,Alone,Service,1.0,S,False,CL,Rental,0.026392,17295,9500,1038,625,True,False,False,Laborers,2,2,5,15.0,True,True,0.7882681,0.6483705,0.5495965,True,0.0,0
6750.0,False,True,False,True,3,83538.0,3539.25,Alone,Service,1.0,M,False,CL,Home,0.018029,14286,2439,4946,5311,True,False,True,Sales,5,2,5,12.0,True,True,0.3978442,0.19061328,0.47944897,True,3.0,0
11250.0,True,False,True,True,3,33750.0,1687.5,Alone,Service,1.0,M,False,RL,Home,0.025164,13413,3022,1349,2882,True,True,True,Core,5,2,0,13.0,True,True,0.34305277,0.16318704,0.37064964,True,1.0,0
45000.0,True,False,False,False,2,45000.0,2250.0,Kids,Commercial,2.0,M,False,RL,Home,0.072508,11705,4047,738,4276,True,False,False,Managers,4,1,3,19.0,True,True,0.67740405,0.73721534,0.77640986,True,0.0,0
11250.0,True,False,True,True,0,52128.0,2729.25,Alone,Service,1.0,S,False,CL,Home,0.011703,12173,1891,5964,1517,True,True,False,Sales,1,2,2,11.0,True,True,0.41939315,0.6722356,0.41184855,True,0.0,0
12150.0,False,False,True,True,2,21801.6,1406.25,Alone,Service,1.0,M,False,CL,Home,0.025164,15318,7852,2288,5902,True,True,True,Medicine,4,2,3,15.0,True,True,0.6402509,0.6438004,0.5797274,True,3.0,0
23400.0,False,False,True,False,0,67463.55,3457.35,Alone,Service,1.0,D,False,CL,Municipal,0.019689,18059,5427,6657,1581,True,False,False,Medicine,1,2,1,10.0,True,True,0.6842173,0.5847865,0.4650692,True,2.0,0
12150.0,False,True,True,True,0,59977.8,3266.55,Alone,Commercial,1.0,W,False,CL,Home,0.031329,19905,3953,293,3378,True,False,False,High skill tech,1,2,2,15.0,True,True,0.14164613,0.56840396,0.15286623,True,2.0,0
13500.0,True,False,False,False,0,50849.55,2154.15,Alone,Service,1.0,M,False,CL,Family,0.020713,10369,1993,1991,2899,True,True,True,Laborers,2,3,5,12.0,True,True,0.27797073,0.59267014,0.6195277,True,2.0,0
15750.0,True,False,True,False,0,80553.6,3425.85,Alone,Service,2.0,M,False,CL,Rental,0.022625,9060,618,8980,1742,True,False,False,Drivers,2,2,1,10.0,True,True,0.2589063,0.55017704,0.25946766,True,4.0,0
14850.0,False,True,False,True,0,67500.0,5332.95,Alone,Govt Job,1.0,M,False,CL,Home,0.015221,12189,1125,2152,4233,True,False,False,Core,2,2,2,15.0,True,True,0.6538679,0.58162373,0.6561584,True,3.0,0
18000.0,True,False,False,True,0,20376.0,1182.6,Alone,Service,1.0,M,False,CL,Home,0.031329,9654,1371,4153,2196,True,True,True,Laborers,2,2,0,12.0,True,True,0.17746632,0.11169076,0.42061096,True,2.0,0
27000.0,False,False,True,True,0,72000.0,3600.0,Alone,Commercial,2.0,S,False,RL,Home,0.032561,23558,11305,4760,3999,True,False,True,High skill tech,1,1,4,16.0,True,True,0.8205607,0.75462085,0.5316861,True,6.0,0
7200.0,False,False,True,True,0,28440.0,1645.65,Alone,Service,1.0,M,False,CL,Home,0.007305,16320,862,8470,4449,True,True,False,High skill tech,2,3,1,8.0,True,True,0.38623402,0.5736266,0.7091891,True,1.0,0
15750.0,False,False,False,True,1,14814.0,769.05,Alone,Service,1.0,S,False,CL,Home,0.009657,13806,2178,7953,4661,True,False,True,Sales,2,2,4,12.0,True,True,0.3935513,0.40119812,0.30314636,True,3.0,0
13500.0,False,True,True,True,2,27000.0,1350.0,Alone,Service,1.0,M,False,RL,Home,0.018209,13345,1588,1087,5069,True,False,False,Laborers,4,3,6,14.0,True,True,0.6155677,0.505392,0.40487838,True,1.0,0
15750.0,False,False,True,True,0,29977.2,1733.85,Alone,Service,1.0,M,False,CL,Home,0.025164,17613,4585,4930,1150,True,False,False,Laborers,2,2,5,8.0,True,True,0.611237,0.65577734,0.79813725,True,3.0,0
45000.0,True,False,False,True,0,49049.55,3013.65,Alone,Service,2.0,M,False,CL,Home,0.008575,18175,2923,7413,1715,True,False,False,Core,2,2,1,13.0,True,True,0.8500976,0.6676372,0.6894792,True,1.0,0
9000.0,False,True,False,True,0,41702.4,2132.1,Alone,Service,1.0,S,False,CL,Home,0.010966,10504,3853,4312,3181,True,False,False,Sales,1,2,5,15.0,True,True,0.09108976,0.20158368,0.5620605,True,0.0,0
29250.0,False,False,False,True,0,33750.0,1687.5,Alone,Commercial,2.0,S,False,RL,Home,0.028663,18014,482,32,1534,True,False,False,Managers,1,2,2,12.0,True,True,0.75665224,0.62997544,0.10211879,True,1.0,0
20250.0,False,False,True,True,0,58500.0,2491.65,Alone,Service,1.0,M,False,CL,Home,0.01452,14803,3067,3053,5410,True,False,False,Laborers,2,2,4,14.0,True,True,0.47053292,0.580181,0.39794633,True,2.0,0
15750.0,False,True,True,False,0,109602.0,5958.9,Alone,Service,1.0,M,False,CL,Municipal,0.020713,15869,1862,269,1199,True,False,False,Sales,2,1,1,8.0,True,True,0.71623677,0.4884797,0.52629495,True,2.0,0
11250.0,True,False,False,False,0,62811.45,1917.45,Alone,Service,1.0,M,False,CL,Home,0.020713,13217,199,5341,5479,True,False,False,Drivers,2,2,6,11.0,True,True,0.22961764,0.58855665,0.5208976,True,0.0,0
12600.0,True,True,False,True,0,22833.9,1719.9,Alone,Commercial,1.0,M,False,CL,Home,0.031329,14400,3392,7226,4874,True,False,False,Drivers,2,2,4,8.0,True,True,0.8111088,0.057647347,0.68793285,True,4.0,0
19350.0,False,False,False,True,2,67500.0,5346.0,Alone,Service,1.0,D,False,CL,Family,0.018029,10635,264,2376,3293,True,False,False,Laborers,3,3,5,7.0,True,True,0.10909335,0.46236256,0.11247435,True,5.0,1
15750.0,True,False,True,False,1,67500.0,2177.55,Alone,Service,1.0,M,False,CL,Home,0.022625,12337,212,1162,4540,True,True,True,Laborers,3,2,5,12.0,True,True,0.14916225,0.5643546,0.5620605,True,3.0,0
45000.0,True,False,False,True,2,75585.6,5985.0,Alone,Commercial,1.0,M,False,CL,Home,0.072508,12647,3137,643,4333,True,False,False,Laborers,4,1,3,16.0,True,True,0.32893988,0.72275275,0.31703177,True,5.0,0
15750.0,False,False,True,True,0,4500.0,300.6,Alone,Govt Job,2.0,S,False,CL,Home,0.031329,9935,1262,1462,2433,True,False,False,Accountants,1,2,1,8.0,True,True,0.41416767,0.67918825,0.6075573,True,2.0,0
18900.0,True,True,True,True,0,22500.0,1804.05,Alone,Service,1.0,M,False,CL,Home,0.022625,10329,1068,746,2601,True,False,False,High skill tech,2,2,6,10.0,True,True,0.2593798,0.5584857,0.7394118,True,1.0,0
11250.0,False,True,False,True,2,83538.0,3679.65,Alone,Commercial,1.0,D,False,CL,Home,0.005084,14808,2715,8866,4188,True,False,False,Laborers,3,2,5,17.0,True,True,0.48660532,0.6434643,0.5937176,True,0.0,0
63000.0,True,True,False,True,0,112500.0,3669.3,Alone,Service,2.0,M,False,CL,Home,0.072508,12133,3308,5619,4328,True,False,False,Managers,2,1,1,11.0,True,True,0.6859984,0.74334925,0.6722429,True,0.0,0
9000.0,True,False,True,True,0,9957.6,521.1,Alone,Service,1.0,S,False,CL,Home,0.022625,8068,762,1640,730,True,False,True,Laborers,1,2,4,9.0,True,True,0.4898233,0.4707328,0.6817059,True,0.0,0
10350.0,False,True,True,True,2,21904.2,2484.45,Alone,Service,1.0,W,False,CL,Home,0.016612,13633,208,7099,4035,True,False,True,Laborers,3,2,5,14.0,True,True,0.2645959,0.13224666,0.39621958,True,0.0,0
9000.0,False,False,False,True,0,80865.0,2621.7,Alone,Govt Job,0.0,M,False,CL,Home,0.031329,15071,256,9177,4619,True,False,False,Security,2,2,3,12.0,True,True,0.26185986,0.19426645,0.42236966,True,1.0,0
9000.0,False,False,False,True,1,33963.3,2641.05,Alone,Service,2.0,M,False,CL,Home,0.035792,13860,1700,4246,1818,True,False,True,Laborers,3,2,2,11.0,True,True,0.73870283,0.71784496,0.7738957,True,0.0,0
11250.0,False,False,True,True,0,143685.0,4214.25,Relative,Service,1.0,M,False,CL,Home,0.00496,18375,5224,2912,1929,True,False,False,Medicine,2,2,6,17.0,True,True,0.6716034,0.5835275,0.6430256,True,1.0,0
7650.0,False,True,False,True,1,24750.0,1237.5,Kids,Service,1.0,D,False,RL,Home,0.005002,13948,871,391,5591,True,True,False,Core,2,3,3,15.0,True,True,0.34167755,0.56344575,0.31547216,True,1.0,0
20700.0,False,False,True,True,0,18000.0,900.0,Alone,Service,1.0,M,False,RL,Home,0.020713,10026,2356,4445,2277,True,False,False,Laborers,2,3,4,14.0,True,True,0.14098325,0.23441388,0.45789954,True,2.0,0
31500.0,False,False,False,False,0,128835.0,3705.3,Partner,Commercial,1.0,M,False,CL,Home,0.019101,20766,304,8841,4088,True,False,False,Laborers,2,2,2,18.0,True,True,0.5686452,0.6588559,0.25533178,True,0.0,1
11250.0,True,True,True,False,0,33750.0,1687.5,Alone,Service,2.0,S,False,RL,Home,0.008575,9465,375,9440,2070,True,False,False,Core,1,2,4,18.0,True,True,0.059655994,0.5595584,0.030326003,True,0.0,0
27000.0,False,False,False,True,2,107820.0,3152.25,Alone,Govt Job,1.0,M,False,CL,Home,0.00702,12750,488,3653,4545,True,False,True,Managers,4,2,2,11.0,True,True,0.34879076,0.7564988,0.4974689,True,1.0,0
11250.0,True,False,False,True,3,83250.0,2447.1,Alone,Service,1.0,M,False,CL,Home,0.028663,13765,1806,8001,4701,True,True,True,Drivers,5,2,5,10.0,True,True,0.5223585,0.57893413,0.6430256,True,2.0,0
13500.0,False,False,True,True,0,94230.0,2767.95,Alone,Govt Job,1.0,W,False,CL,Home,0.003818,18375,1442,712,1912,True,False,False,Core,1,2,3,3.0,True,True,0.66118884,0.6598922,0.6075573,True,2.0,0
22500.0,True,False,False,True,1,180000.0,4963.05,Alone,Commercial,2.0,M,False,CL,Home,0.04622,14864,326,1538,4765,True,False,False,High skill tech,3,1,0,14.0,True,True,0.40447372,0.7473132,0.24054141,True,1.0,0
13500.0,False,False,False,False,0,67950.0,1986.75,Alone,Service,1.0,M,False,CL,Home,0.00733,14607,2596,8690,4446,True,True,True,High skill tech,2,2,4,11.0,True,True,0.7717127,0.17905495,0.62630427,True,3.0,0
13500.0,False,False,False,False,0,35972.55,1762.65,Alone,Commercial,2.0,M,False,CL,Home,0.031329,12838,2493,4711,5199,True,False,True,Managers,2,2,3,8.0,True,True,0.2629771,0.5907419,0.42236966,True,0.0,0
11250.0,False,True,False,True,0,12376.8,479.25,Alone,Service,2.0,M,False,CL,Home,0.010556,10821,1353,5171,3483,True,False,False,Sales,2,3,0,15.0,True,True,0.30980814,0.4236517,0.5814837,True,1.0,0
11250.0,True,False,True,False,0,18000.0,900.0,Alone,Service,2.0,M,False,RL,Home,0.015221,11056,3146,4901,3511,True,False,False,Cooking,2,2,6,13.0,True,True,0.10825937,0.67841583,0.6738301,True,1.0,0
45000.0,False,False,True,True,2,90000.0,4572.0,Relative,Commercial,2.0,M,False,CL,Home,0.04622,13776,596,7839,4796,True,False,False,Managers,4,1,4,10.0,True,True,0.5206534,0.66737515,0.5602843,True,5.0,0
18000.0,True,False,True,True,1,22500.0,1082.25,Alone,Service,2.0,D,False,CL,Home,0.026392,18838,5981,3341,2374,True,False,False,Managers,2,2,3,13.0,True,True,0.67196983,0.64727795,0.47764915,True,1.0,0
20250.0,True,False,True,True,1,118876.5,5049.45,Alone,Service,2.0,D,False,CL,Home,0.022625,14805,5558,1000,4698,True,False,True,Drivers,2,2,5,9.0,True,True,0.71507293,0.6550563,0.778904,True,0.0,0
27000.0,False,False,True,True,0,55380.6,3951.45,Alone,Commercial,2.0,M,False,CL,Home,0.04622,17872,1161,6162,1394,True,False,False,Accountants,2,1,6,12.0,True,True,0.64196956,0.6512616,0.7530674,True,2.0,0
13500.0,True,False,False,False,1,85500.0,2512.8,Partner,Service,1.0,M,False,CL,Home,0.010556,18988,2046,804,2537,True,False,False,Laborers,3,3,2,10.0,True,True,0.6815987,0.4924472,0.66745776,True,4.0,0
15750.0,False,True,True,True,0,25470.0,2532.15,Relative,Commercial,2.0,M,False,CL,Home,0.04622,15264,2699,8360,4466,True,False,False,Accountants,2,1,4,18.0,True,True,0.82229686,0.75318867,0.7713616,True,2.0,0
10800.0,False,True,True,True,0,22500.0,861.3,Alone,Govt Job,1.0,M,False,CL,Home,0.00702,10621,2351,857,3045,True,True,True,Core,2,2,6,14.0,True,True,0.12476431,0.21697558,0.8463781,True,1.0,0
27900.0,False,False,False,True,0,45000.0,4464.0,Alone,Commercial,2.0,M,False,CL,Municipal,0.072508,17891,1354,6188,943,True,False,False,Core,2,1,2,14.0,True,True,0.85236436,0.7444158,0.5298898,True,2.0,0
13500.0,False,False,False,True,0,64008.0,2312.1,Relative,Service,1.0,M,False,CL,Home,0.010032,18161,1528,10309,1712,True,False,False,Core,2,2,6,8.0,True,True,0.7802811,0.18813257,0.2940831,True,5.0,0
15750.0,False,True,True,True,0,60750.0,2264.4,Alone,Service,2.0,S,False,CL,Home,0.028663,15382,617,6885,3714,True,False,True,Core,1,2,2,11.0,True,True,0.5031276,0.64675856,0.57796913,True,1.0,0
20250.0,True,False,True,True,2,54132.3,2776.95,Alone,Service,1.0,M,False,CL,Home,0.022625,11250,975,5378,3747,True,False,False,High skill tech,4,2,5,14.0,True,True,0.42131004,0.75461274,0.48485148,True,1.0,0
22500.0,True,True,True,False,0,90000.0,4595.4,Others,Service,1.0,S,False,CL,Home,0.028663,9132,778,3962,1517,True,False,False,Sales,1,2,3,13.0,True,True,0.7024183,0.4889387,0.5620605,True,5.0,0
36000.0,True,False,False,True,2,53234.55,3886.65,Alone,Commercial,2.0,M,False,CL,Home,0.018029,14020,4025,264,2891,True,False,True,Accountants,4,3,4,11.0,True,True,0.52903223,0.5693103,0.090220936,True,0.0,0
24750.0,True,True,True,True,0,39096.0,2657.7,Alone,Commercial,2.0,M,False,CL,Home,0.014464,9910,392,4584,2584,True,False,False,Sales,2,2,2,8.0,True,True,0.40316918,0.262343,0.4614824,True,2.0,0
29250.0,False,False,False,False,1,50400.0,1638.9,Alone,Govt Job,1.0,M,False,CL,Home,0.026392,19852,12155,10218,3281,True,False,False,Cooking,3,2,1,14.0,True,True,0.34527543,0.57493645,0.7776594,True,3.0,0
24750.0,False,True,True,True,0,88640.1,4538.7,Alone,Commercial,2.0,M,False,CL,Home,0.01885,16690,5338,7727,221,True,False,False,Managers,2,2,2,13.0,True,True,0.40901056,0.7131802,0.59197664,True,0.0,0
11250.0,True,False,False,False,1,33750.0,1687.5,Relative,Service,2.0,M,False,RL,Home,0.00496,16520,4644,8207,52,True,False,False,Sales,3,2,5,19.0,True,True,0.592494,0.73450786,0.5726825,True,3.0,0
5400.0,True,True,True,True,2,63448.2,2059.65,Partner,Commercial,1.0,M,False,CL,Home,0.031329,11258,720,4915,2259,True,False,False,Core,4,2,3,12.0,True,True,0.3498496,0.18078436,0.48845518,True,3.0,0
27000.0,False,False,True,False,0,79083.0,6261.3,Alone,Commercial,1.0,M,False,CL,Home,0.008068,10879,382,5201,1625,True,True,False,Laborers,2,3,4,14.0,True,True,0.27796364,0.11625692,0.62630427,True,3.0,0
15750.0,True,False,True,False,0,90000.0,4595.4,Alone,Service,1.0,M,False,CL,Home,0.022625,18447,2645,10624,1991,True,False,True,Sales,2,2,3,15.0,True,True,0.74860185,0.49598926,0.2707074,True,0.0,0
9000.0,False,True,False,True,1,24750.0,1237.5,Alone,Service,1.0,M,False,RL,Home,0.031329,9096,1411,7356,1497,True,False,True,Managers,3,2,2,9.0,True,True,0.27572498,0.5553344,0.38079968,True,4.0,1
13500.0,False,False,False,False,0,22500.0,2400.3,Alone,Service,1.0,S,False,CL,Family,0.032561,8760,954,8657,1443,True,False,True,Laborers,1,1,2,13.0,True,True,0.20475931,0.6403227,0.21155076,True,2.0,0
40500.0,True,False,False,True,0,45000.0,2250.0,Alone,Service,2.0,S,False,RL,Home,0.04622,15723,2421,9849,243,True,False,True,Managers,1,1,4,19.0,True,True,0.84228146,0.7351002,0.4902575,True,0.0,0
11250.0,False,False,True,True,2,29977.2,1143.0,Alone,Service,1.0,M,False,CL,Home,0.006008,15151,801,579,4429,True,False,True,Laborers,4,2,2,11.0,True,True,0.30579665,0.65594023,0.6161217,True,1.0,0
33750.0,True,False,False,False,1,83538.0,3883.95,Alone,nan,2.0,D,False,CL,Home,0.032561,15333,196,9458,3497,True,False,True,Managers,2,1,3,11.0,True,True,0.6617094,0.6421036,0.29859498,True,0.0,0
17100.0,False,False,True,False,0,92700.0,2810.25,Alone,Govt Job,2.0,S,False,CL,Family,0.019689,13416,2360,6018,2679,True,True,False,Core,1,2,2,13.0,True,True,0.5150851,0.7739284,0.3996756,True,0.0,0
27000.0,False,True,False,False,1,135000.0,3960.45,Kids,Commercial,1.0,S,False,CL,Home,0.04622,17933,2463,581,1463,True,False,False,Core,2,1,4,19.0,True,True,0.72605884,0.69404095,0.47944897,True,1.0,0
13500.0,True,False,True,True,0,74303.1,3971.7,Alone,Commercial,2.0,M,False,CL,Home,0.02461,11562,253,4047,4150,True,False,True,Accountants,2,2,3,14.0,True,True,0.8056845,0.68969613,0.7295667,True,0.0,0
15750.0,True,False,False,True,1,27000.0,1350.0,Alone,Service,2.0,M,False,RL,Home,0.022625,17016,807,4762,541,True,False,False,Accountants,3,2,1,13.0,True,True,0.65984493,0.7364436,0.5531647,True,0.0,0
9000.0,False,True,True,True,1,54449.1,1756.35,Alone,Service,1.0,M,False,CL,Rental,0.025164,8345,815,1373,901,True,False,False,Sales,3,2,2,17.0,True,True,0.15022324,0.49277514,0.3944954,True,2.0,1
31500.0,False,True,True,True,0,63000.0,3150.0,Alone,Commercial,2.0,M,False,RL,Home,0.04622,18277,188,913,1829,True,False,False,Managers,2,1,5,16.0,True,True,0.73442864,0.76261294,0.6594055,True,3.0,0
18000.0,True,True,True,True,0,107820.0,3152.25,Alone,Service,1.0,S,False,CL,Home,0.031329,11608,563,5551,3669,True,True,True,Laborers,1,2,4,6.0,True,True,0.28141662,0.6047009,0.57620883,True,2.0,0
11250.0,True,True,True,True,1,18000.0,900.0,Alone,Service,2.0,M,False,RL,Home,0.018209,13232,2691,3681,3235,True,False,False,Laborers,3,3,3,8.0,True,True,0.6034903,0.44429678,0.8317782,True,1.0,0
11250.0,False,False,False,True,2,67500.0,2570.85,Alone,Commercial,2.0,M,False,CL,Home,0.018801,13895,369,6154,4613,True,True,True,Accountants,4,2,5,7.0,True,True,0.8563524,0.6673897,0.7713616,True,1.0,0
29250.0,True,False,True,True,1,42058.8,3004.2,Relative,Commercial,1.0,M,False,CL,Home,0.04622,15742,2589,5586,4445,True,False,False,Managers,3,1,5,18.0,True,True,0.8845721,0.6582855,0.6479769,True,1.0,0
9000.0,False,False,False,True,0,67500.0,2872.8,Partner,Service,1.0,M,False,CL,Home,0.00712,17666,1873,2757,1205,True,False,False,Accountants,2,2,3,9.0,True,True,0.6887413,0.67259204,0.5902333,True,0.0,0
20250.0,True,False,True,True,1,64704.6,1904.85,Partner,Commercial,1.0,M,False,CL,Home,0.01885,15272,3056,7837,3994,True,False,False,Laborers,3,2,6,12.0,True,True,0.2937648,0.4166462,0.51369375,True,1.0,0
13500.0,False,True,False,True,0,6776.55,742.5,Alone,Service,2.0,M,False,CL,Home,0.00733,15201,315,7776,4594,True,False,False,Laborers,2,2,0,12.0,True,True,0.33381462,0.39530787,0.22508687,True,8.0,0
22500.0,False,True,False,False,0,78192.0,3184.65,Alone,Commercial,2.0,S,False,CL,Family,0.006233,10347,1473,9872,2949,True,True,False,Sales,1,2,4,14.0,True,True,0.27778447,0.6316611,0.29708663,True,3.0,0
27000.0,False,False,False,True,1,91224.0,3027.6,Alone,Service,2.0,M,False,CL,Home,0.031329,13868,1842,9122,4536,True,False,False,Laborers,3,2,3,9.0,True,True,0.50310326,0.56723946,0.5691488,True,1.0,0
9000.0,True,False,False,False,1,32590.8,1663.65,Alone,Service,1.0,M,False,CL,Family,0.018801,10192,2551,3092,1574,True,False,False,Sales,3,2,2,8.0,True,True,0.52710027,0.5105241,0.6817059,True,3.0,0
36000.0,True,False,False,True,0,102474.0,5245.2,Alone,Govt Job,2.0,M,False,CL,Home,0.003813,14498,6123,1840,4430,True,False,False,Core,2,2,1,6.0,True,True,0.5252667,0.4824276,0.56737924,True,3.0,0
22500.0,False,False,True,True,2,54504.0,2664.0,Alone,Service,1.0,D,False,CL,Home,0.072508,14410,576,4107,4075,True,False,True,Laborers,3,1,3,15.0,True,True,0.28386664,0.73332924,0.70470643,True,1.0,0
45000.0,False,False,False,True,1,91647.0,2969.55,Alone,Commercial,2.0,D,False,CL,Home,0.020246,11254,191,485,3929,True,False,False,Managers,2,3,6,6.0,True,True,0.34417126,0.47896674,0.3842068,True,0.0,0
11250.0,False,False,False,True,0,67500.0,3260.25,Alone,Commercial,2.0,M,False,CL,Home,0.020713,20077,2637,1410,3571,True,False,False,Laborers,2,2,6,13.0,True,True,0.67306197,0.4022335,0.7223929,True,1.0,0
18000.0,False,False,True,False,0,54000.0,3028.05,Alone,Service,1.0,M,False,CL,Municipal,0.026392,12472,1298,3800,3265,True,False,False,Accountants,2,2,1,17.0,True,True,0.3607627,0.7054615,0.785052,True,0.0,0
9000.0,False,True,True,True,2,15638.4,1655.1,Alone,Service,1.0,M,False,CL,Home,0.035792,14724,5292,666,5071,True,False,False,Medicine,4,2,0,10.0,True,True,0.43608236,0.7438996,0.74079907,True,1.0,0
22500.0,True,False,False,False,1,52128.0,2827.8,Alone,Commercial,2.0,M,False,CL,Family,0.022625,12537,3760,6306,4615,True,True,False,High skill tech,3,2,3,11.0,True,True,0.3412601,0.45456645,0.31859553,True,0.0,0
16650.0,True,False,False,True,0,51244.65,3741.75,Alone,Govt Job,1.0,M,False,CL,Home,0.00702,14674,2196,8816,4686,True,False,False,Drivers,2,2,1,10.0,True,True,0.3284386,0.67739403,0.75971216,True,7.0,0
9900.0,True,True,True,True,1,76022.55,3028.05,Alone,Service,1.0,M,False,CL,Home,0.031329,11797,381,5462,3618,True,False,True,Laborers,3,2,0,12.0,True,True,0.6341759,0.42688525,0.77008706,True,1.0,0
18000.0,False,False,False,True,0,50049.0,5952.6,Alone,Service,1.0,M,False,CL,Home,0.010006,16041,1313,3184,3436,True,False,False,Secretaries,2,1,1,11.0,True,True,0.7078328,0.7182479,0.3376727,True,2.0,0
20250.0,False,True,True,False,0,67950.0,3620.25,Alone,Service,1.0,M,False,CL,Home,0.072508,18378,1048,8344,1941,True,False,True,Laborers,2,1,6,16.0,True,True,0.7963934,0.71613663,0.56560796,True,2.0,0
40500.0,False,True,True,False,1,24750.0,1237.5,Alone,Commercial,2.0,M,False,RL,Home,0.026392,10597,1770,610,3270,True,False,False,Sales,3,2,3,14.0,True,True,0.09328905,0.68878746,0.22888342,True,0.0,0
18000.0,False,False,True,True,0,75519.0,3212.55,Alone,Service,1.0,D,False,CL,Home,0.022625,18376,11796,5965,1920,True,False,False,High skill tech,1,2,4,16.0,True,True,0.50507873,0.59003323,0.785052,True,1.0,0
27000.0,False,True,True,False,0,38152.8,1169.55,Partner,Commercial,1.0,M,False,CL,Home,0.003818,15381,470,8466,2781,True,False,False,Laborers,2,2,3,3.0,True,True,0.598766,0.39887312,0.35895124,True,1.0,0
31500.0,True,False,False,True,1,94230.0,2767.95,Alone,Govt Job,1.0,M,False,CL,Home,0.019101,15686,8412,4598,5675,True,False,False,Managers,3,2,2,11.0,True,True,0.30622655,0.67108303,0.45074728,True,5.0,0
38250.0,True,True,False,True,0,45000.0,2719.35,Alone,Service,2.0,M,False,CL,Home,0.028663,10290,847,895,2902,True,False,False,Sales,2,2,1,12.0,True,True,0.18273675,0.103537776,0.07749855,True,2.0,0