jrgamez/README.md

## README.md

      
    Raw
  

              README.md
            
          
    This is a dataset containing a wide variety of variables about the customers of a bank and their relationship with it. First some demographic features are presented like age, gender, education level, marital status, etc; then some variables that capture the patterns of use of the credit cards like transaction amounts, utilization ratio, month on book, collection contacts and credit limit and their current status with the bank.
It was obtained from Kaggle: Credit Card customers. The original dataset contained 10,128 observations and 23 features, but the rows with "unknown" values for the categorical variables were removed as well as the last 2 columns that contained irrelevant information. This modified version contains only 7,081 rows and 21 columns. The details about each column is presented below:


#
Variable
Type
Description


1
Clientnum
Categorical
Unique identifier for the customer


2
Attrition_Flag
Categorical
Customer's status (Existing or Attrited)


3
Customer_Age
Quantitative
Customer's Age in Years


4
Gender
Categorical
M=Male, F=Female


5
Dependent_count
Quantitative
Number of dependents


6
Education_Level
Ordinal
Educational Qualification of the account holder


7
Marital_Status
Categorical
Married, Single, Unknown


8
Income_Category
Ordinal
Annual Income Category of the card holder (< $40K, $40K-60K, $60K-$80K, ...)


9
Card_Category
Ordinal
Type of Card (Blue, Silver, Gold, Platinum)


10
Months_on_book
Quantitative
Months on book (Time of Relationship)


11
Total_Relationship_Count
Quantitative
Total no. of products held by the customer


12
Months_Inactive_12_mon
Quantitative
No. of months inactive in the last 12 months


13
Contacts_Count_12_mon
Quantitative
No. of Contacts in the last 12 months


14
Credit_Limit
Quantitative
Credit Limit on the Credit Card


15
Total_Revolving_Bal
Quantitative
Total Revolving Balance on the Credit Card


16
Avg_Open_To_Buy
Quantitative
Open to Buy Credit Line (Average of last 12 months)


17
Total_Amt_Chng_Q4_Q1
Quantitative
Change in Transaction Amount (Q4 over Q1)


18
Total_Trans_Amt
Quantitative
Total Transaction Amount (Last 12 months)


19
Total_Trans_Ct
Quantitative
Total Transaction Count (Last 12 months)


20
Total_Ct_Chng_Q4_Q1
Quantitative
Change in Transaction Count (Q4 over Q1)


21
Avg_Utilization_Ratio
Quantitative
Average Card Utilization Ratio


## bankCustomers.csv
Client_Num,Attrition_Flag,Customer_Age,Gender,Dependent_count,Education_Level,Marital_Status,Income_Category,Card_Category,Months_on_book,Total_Relationship_Count,Months_Inactive_12_mon,Contacts_Count_12_mon,Credit_Limit,Total_Revolving_Bal,Avg_Open_To_Buy,Total_Amt_Chng_Q4_Q1,Total_Trans_Amt,Total_Trans_Ct,Total_Ct_Chng_Q4_Q1,Avg_Utilization_Ratio
768805383,Existing Customer,45,M,3,High School,Married,$60K - $80K,Blue,39,5,1,3,12691,777,11914,1.335,1144,42,1.625,0.061
818770008,Existing Customer,49,F,5,Graduate,Single,Less than $40K,Blue,44,6,1,2,8256,864,7392,1.541,1291,33,3.714,0.105
713982108,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Blue,36,4,1,0,3418,0,3418,2.594,1887,20,2.333,0
709106358,Existing Customer,40,M,3,Uneducated,Married,$60K - $80K,Blue,21,5,1,0,4716,0,4716,2.175,816,28,2.5,0
713061558,Existing Customer,44,M,2,Graduate,Married,$40K - $60K,Blue,36,3,1,2,4010,1247,2763,1.376,1088,24,0.846,0.311
710930508,Existing Customer,37,M,3,Uneducated,Single,$60K - $80K,Blue,36,5,2,0,22352,2517,19835,3.355,1350,24,1.182,0.113
719661558,Existing Customer,48,M,2,Graduate,Single,$80K - $120K,Blue,36,6,3,3,11656,1677,9979,1.524,1441,32,0.882,0.144
710599683,Existing Customer,56,M,1,College,Single,$80K - $120K,Blue,36,3,6,0,11751,0,11751,3.397,1539,17,3.25,0
712396908,Existing Customer,57,F,2,Graduate,Married,Less than $40K,Blue,48,5,2,2,2436,680,1756,1.19,1570,29,0.611,0.279
709967358,Existing Customer,48,M,4,Post-Graduate,Single,$80K - $120K,Blue,36,6,2,3,30367,2362,28005,1.708,1671,27,0.929,0.078
806160108,Existing Customer,61,M,1,High School,Married,$40K - $60K,Blue,56,2,2,3,3193,2517,676,1.831,1336,30,1.143,0.788
806165208,Existing Customer,47,M,1,Doctorate,Divorced,$60K - $80K,Blue,42,5,2,0,20979,1800,19179,0.906,1178,27,0.929,0.086
708508758,Attrited Customer,62,F,0,Graduate,Married,Less than $40K,Blue,49,2,3,3,1438.3,0,1438.3,1.047,692,16,0.6,0
784725333,Existing Customer,41,M,3,High School,Married,$40K - $60K,Blue,33,4,2,1,4470,680,3790,1.608,931,18,1.571,0.152
771071958,Existing Customer,41,F,3,Graduate,Single,Less than $40K,Blue,28,6,1,2,7768,1669,6099,0.797,1051,22,0.833,0.215
806624208,Existing Customer,47,M,4,High School,Married,$40K - $60K,Blue,42,6,0,0,4785,1362,3423,0.739,1045,38,0.9,0.285
712991808,Existing Customer,53,M,2,Uneducated,Married,$60K - $80K,Blue,48,2,5,1,2451,1690,761,1.323,1596,26,1.6,0.69
709029408,Existing Customer,41,M,4,Graduate,Married,$60K - $80K,Blue,36,4,1,2,8923,2517,6406,1.726,1589,24,1.667,0.282
788658483,Existing Customer,53,F,2,College,Married,Less than $40K,Blue,38,5,2,3,2650,1490,1160,1.75,1411,28,1,0.562
787937058,Existing Customer,58,M,0,Graduate,Married,$80K - $120K,Blue,49,6,2,2,12555,1696,10859,0.519,1291,24,0.714,0.135
715318008,Existing Customer,55,F,1,College,Single,Less than $40K,Blue,36,4,2,1,3520,1914,1606,0.51,1407,43,0.483,0.544
713962233,Existing Customer,55,F,3,Graduate,Married,Less than $40K,Blue,36,6,2,3,3035,2298,737,1.724,1877,37,1.176,0.757
785432733,Existing Customer,42,F,4,High School,Married,Less than $40K,Gold,36,2,3,3,15433,0,15433,0.865,966,22,1.2,0
827111283,Existing Customer,45,M,3,Graduate,Single,$80K - $120K,Blue,41,2,2,2,32426,578,31848,1.042,1109,28,0.474,0.018
773146383,Existing Customer,50,F,1,College,Single,$40K - $60K,Silver,43,3,2,3,17304,2517,14787,1.449,1756,33,1.2,0.145
778493808,Existing Customer,49,M,3,High School,Married,$60K - $80K,Blue,37,5,2,1,3906,0,3906,1.214,1756,32,1,0
712661433,Existing Customer,49,M,4,Uneducated,Single,$80K - $120K,Blue,30,3,2,3,34516,0,34516,1.621,1444,28,1.333,0
789172683,Existing Customer,56,M,2,Doctorate,Married,$60K - $80K,Blue,45,6,2,0,2283,1430,853,2.316,1741,27,0.588,0.626
738406533,Existing Customer,59,M,1,Doctorate,Married,$40K - $60K,Blue,52,3,2,2,2548,2020,528,2.357,1719,27,1.7,0.793
799723908,Existing Customer,46,M,3,High School,Married,$80K - $120K,Blue,40,4,3,3,19458,1435,18023,0.787,1217,27,0.8,0.074
771490833,Existing Customer,52,M,1,College,Single,$80K - $120K,Blue,40,5,1,1,4745,1227,3518,0.624,1140,40,0.6,0.259
779471883,Attrited Customer,54,F,1,Graduate,Married,Less than $40K,Blue,40,2,3,1,1438.3,808,630.3,0.997,705,19,0.9,0.562
711525033,Existing Customer,66,F,0,High School,Married,Less than $40K,Blue,54,3,4,2,3171,2179,992,1.224,1946,38,1.923,0.687
714374133,Attrited Customer,56,M,2,Graduate,Married,$120K +,Blue,36,1,3,3,15769,0,15769,1.041,602,15,0.364,0
716632758,Existing Customer,49,F,3,Graduate,Single,Less than $40K,Blue,36,2,2,0,2802,2363,439,0.75,1295,40,0.6,0.843
768563658,Existing Customer,56,M,2,Uneducated,Married,$40K - $60K,Blue,50,4,2,3,4458,1880,2578,1.107,1424,29,1.417,0.422
714091983,Existing Customer,42,M,2,High School,Single,$60K - $80K,Blue,34,4,4,3,3336,1753,1583,0.69,1168,27,1.25,0.525
712030833,Attrited Customer,48,M,2,Graduate,Married,$60K - $80K,Silver,35,2,4,4,34516,0,34516,0.763,691,15,0.5,0
711481533,Existing Customer,39,M,1,High School,Divorced,$60K - $80K,Blue,33,5,3,3,5926,1251,4675,0.944,1316,28,1.154,0.211
710082708,Existing Customer,44,M,4,Post-Graduate,Single,$120K +,Blue,32,2,4,2,23957,2102,21855,0.997,1276,26,0.733,0.088
708155733,Existing Customer,53,M,2,High School,Single,$120K +,Blue,44,4,2,2,14734,1634,13100,0.989,1289,23,0.917,0.111
788979258,Existing Customer,51,M,4,Uneducated,Single,$80K - $120K,Silver,38,4,1,4,34516,1515,33001,0.592,1293,32,0.6,0.044
807986133,Existing Customer,57,M,2,College,Married,$60K - $80K,Blue,52,5,3,3,6584,1817,4767,0.62,1353,35,0.667,0.276
788730933,Existing Customer,44,F,2,Uneducated,Single,Less than $40K,Blue,20,6,3,3,2084,1468,616,1.004,1132,28,0.556,0.704
711314058,Existing Customer,49,M,2,Graduate,Married,$60K - $80K,Blue,32,2,2,2,1687,1107,580,1.715,1670,17,2.4,0.656
717975333,Existing Customer,50,M,2,Doctorate,Married,$80K - $120K,Blue,38,6,2,2,25300,1330,23970,1.072,837,15,2,0.053
715971108,Existing Customer,51,M,4,Graduate,Single,$120K +,Blue,42,3,2,3,34516,1763,32753,1.266,1550,41,1.05,0.051
720096558,Existing Customer,55,F,2,Graduate,Married,Less than $40K,Blue,42,5,3,3,2216,1034,1182,0.758,1540,36,0.286,0.467
820582308,Existing Customer,42,M,5,Uneducated,Married,$80K - $120K,Blue,37,6,2,2,22913,1528,21385,0.414,1394,35,0.522,0.067
789973308,Existing Customer,44,M,1,College,Single,$60K - $80K,Blue,35,3,3,3,24312,1932,22380,1.312,1341,24,1.182,0.079
712876233,Existing Customer,53,M,2,Graduate,Single,$80K - $120K,Blue,36,5,3,2,5272,1515,3757,0.857,1289,33,0.435,0.287
804595158,Existing Customer,44,F,4,Graduate,Single,Less than $40K,Blue,36,6,4,2,7000,2517,4483,0.475,1112,23,1.875,0.36
714826758,Existing Customer,37,F,3,Uneducated,Single,Less than $40K,Blue,29,4,4,2,7038,1801,5237,0.751,2339,57,0.966,0.256
779058108,Existing Customer,49,M,3,Graduate,Divorced,$60K - $80K,Blue,30,6,1,2,2536,1823,713,0.703,1468,23,0.353,0.719
710790258,Existing Customer,47,M,2,Graduate,Married,$80K - $120K,Blue,38,6,3,2,28904,1899,27005,0.85,1334,35,0.4,0.066
715623483,Existing Customer,47,M,3,Graduate,Married,$60K - $80K,Blue,37,4,4,0,8567,1695,6872,1.242,1457,41,1.412,0.198
794543958,Existing Customer,53,M,1,Graduate,Divorced,$80K - $120K,Blue,35,5,4,2,34516,1219,33297,1.129,1590,27,2,0.035
716396358,Existing Customer,52,M,2,Graduate,Married,$60K - $80K,Blue,47,5,3,0,3085,1910,1175,0.921,1531,35,0.667,0.619
715398033,Existing Customer,53,M,2,High School,Single,$120K +,Blue,35,4,2,1,19040,2056,16984,0.607,1212,31,0.722,0.108
711743883,Existing Customer,43,F,3,Uneducated,Single,Less than $40K,Blue,35,5,2,3,4026,0,4026,0.483,1237,32,0.6,0
719720058,Existing Customer,44,M,3,High School,Single,$60K - $80K,Blue,31,4,3,1,12756,837,11919,1.932,1413,14,1.8,0.066
717539808,Existing Customer,51,F,2,High School,Single,Less than $40K,Blue,36,3,2,2,9930,0,9930,0.731,1276,21,1.333,0
714070758,Existing Customer,49,M,4,High School,Single,$80K - $120K,Blue,38,4,3,0,31302,1953,29349,0.875,1564,35,2.182,0.062
714107958,Existing Customer,45,M,1,Graduate,Single,$40K - $60K,Blue,36,4,4,3,6576,0,6576,0.579,1465,34,0.619,0
789140283,Existing Customer,53,M,0,Graduate,Single,$80K - $120K,Blue,42,5,4,1,2664,2037,627,0.85,1286,29,0.933,0.765
719712633,Existing Customer,64,M,1,Graduate,Married,Less than $40K,Blue,52,6,4,3,1709,895,814,1.656,1673,32,0.882,0.524
772629333,Existing Customer,45,M,3,Graduate,Married,$40K - $60K,Blue,35,5,4,2,3454,1200,2254,0.597,1313,30,0.304,0.347
720336708,Existing Customer,53,M,3,Doctorate,Married,$40K - $60K,Blue,35,5,3,2,3789,1706,2083,1.047,1609,42,0.68,0.45
802013583,Existing Customer,56,M,3,College,Married,$120K +,Blue,50,3,2,0,9689,2250,7439,0.576,1158,19,0.727,0.232
779155158,Existing Customer,53,M,3,Graduate,Married,$120K +,Blue,34,6,2,2,2940,1264,1676,0.562,1259,33,0.5,0.43
721091583,Existing Customer,44,F,2,Graduate,Single,Less than $40K,Blue,32,3,3,3,3031,1879,1152,0.788,1298,15,1.5,0.62
716657058,Existing Customer,43,F,4,Post-Graduate,Married,Less than $40K,Blue,33,2,3,3,8358,926,7432,0.762,1566,37,0.542,0.111
779509983,Existing Customer,53,M,2,Post-Graduate,Single,$120K +,Blue,36,6,1,2,34516,931,33585,0.828,1022,21,1.1,0.027
717929133,Existing Customer,44,M,1,Uneducated,Married,$60K - $80K,Blue,36,5,2,3,14450,2440,12010,1.283,1235,30,0.667,0.169
710916408,Existing Customer,57,M,4,Graduate,Married,$60K - $80K,Blue,39,4,3,0,8466,1886,6580,0.56,1342,32,0.391,0.223
799825758,Existing Customer,42,M,4,High School,Divorced,$60K - $80K,Blue,36,5,1,2,3263,1674,1589,0.588,1251,35,0.346,0.513
718619883,Existing Customer,54,F,0,Uneducated,Married,Less than $40K,Blue,36,2,2,2,1494,706,788,1.674,1305,24,3,0.473
711844758,Existing Customer,48,M,3,Graduate,Single,$80K - $120K,Blue,35,6,1,0,13551,1294,12257,0.791,1388,37,1.056,0.095
714798783,Existing Customer,49,M,1,Graduate,Single,$80K - $120K,Blue,36,6,2,2,18886,895,17991,1.826,1235,18,1.571,0.047
771894558,Existing Customer,50,M,3,High School,Single,$80K - $120K,Blue,39,4,1,4,9964,1559,8405,1.873,1626,25,0.786,0.156
721074183,Existing Customer,49,M,1,Doctorate,Married,$60K - $80K,Blue,36,4,6,3,24159,1196,22963,0.712,1111,24,1,0.05
715259583,Existing Customer,53,F,2,High School,Married,Less than $40K,Blue,44,3,2,3,5362,1901,3461,0.816,1553,38,1,0.355
718414008,Existing Customer,50,M,2,Graduate,Single,$120K +,Blue,36,3,2,2,34516,1023,33493,1.004,1064,13,0.625,0.03
719666283,Existing Customer,55,F,1,Doctorate,Married,Less than $40K,Blue,36,4,1,0,3174,1951,1223,0.766,1243,29,0.611,0.615
714877233,Existing Customer,53,M,1,High School,Married,$80K - $120K,Blue,47,3,2,2,12262,1836,10426,1.584,1659,38,1.533,0.15
785387883,Existing Customer,47,F,3,High School,Single,$40K - $60K,Blue,41,4,3,3,3788,1540,2248,0.566,1594,47,0.382,0.407
771075258,Existing Customer,55,M,2,College,Single,$120K +,Silver,42,2,3,2,34516,1527,32989,0.526,1268,42,0.355,0.044
711318033,Existing Customer,47,M,3,Graduate,Single,$60K - $80K,Blue,36,4,2,2,2926,0,2926,0.676,1304,24,0.846,0
783554958,Existing Customer,58,M,4,Graduate,Single,$120K +,Blue,52,6,1,0,32090,0,32090,0.567,1368,30,0.364,0
720201033,Attrited Customer,53,M,2,Graduate,Married,$80K - $120K,Blue,41,3,3,2,11669,2227,9442,0.622,720,23,0.353,0.191
718039683,Existing Customer,52,M,2,High School,Single,$40K - $60K,Blue,45,3,1,2,13532,1300,12232,0.846,1521,29,1.417,0.096
714752208,Existing Customer,42,F,1,Graduate,Married,Less than $40K,Blue,36,5,1,2,2393,1985,408,0.788,978,16,0.778,0.83
714490308,Existing Customer,57,M,4,Graduate,Married,$80K - $120K,Blue,46,3,2,3,19270,1662,17608,1.186,1565,28,1.545,0.086
713356833,Existing Customer,52,M,1,Graduate,Married,$80K - $120K,Blue,43,3,1,4,3710,2517,1193,1.541,1578,34,0.7,0.678
711402333,Existing Customer,47,M,2,Doctorate,Single,Less than $40K,Blue,37,2,1,3,3235,797,2438,0.541,1493,32,1,0.246
708296883,Existing Customer,44,F,3,Graduate,Single,$40K - $60K,Blue,38,3,1,0,11749,788,10961,0.688,1178,27,0.929,0.067
719154483,Existing Customer,53,M,2,High School,Divorced,$60K - $80K,Blue,36,5,3,2,7753,2100,5653,0.839,991,26,0.733,0.271
717721458,Existing Customer,45,M,4,College,Divorced,$60K - $80K,Blue,40,5,1,0,10408,1186,9222,1.689,2560,42,1.211,0.114
715674483,Existing Customer,39,F,2,Post-Graduate,Single,Less than $40K,Blue,27,4,2,2,6205,2517,3688,0.939,1204,19,0.727,0.406
789322833,Attrited Customer,48,F,5,High School,Married,Less than $40K,Blue,38,1,3,3,8025,0,8025,0.654,673,18,0.8,0
709919283,Existing Customer,54,M,4,Graduate,Married,$80K - $120K,Blue,34,2,3,2,14926,2517,12409,1.996,1576,25,1.5,0.169
718744008,Existing Customer,59,F,1,Graduate,Single,Less than $40K,Blue,36,3,2,3,6335,1128,5207,0.397,1217,20,0.667,0.178
767712558,Attrited Customer,59,M,1,College,Single,$60K - $80K,Blue,53,2,3,3,14979,0,14979,0.71,530,10,1,0
712950783,Attrited Customer,48,F,4,Uneducated,Married,Less than $40K,Blue,38,3,2,3,2732,0,2732,0.76,739,16,0.455,0
716104983,Existing Customer,41,F,2,Graduate,Single,Less than $40K,Blue,32,6,3,2,2250,2117,133,1.162,1617,31,2.875,0.941
818839983,Existing Customer,55,M,2,Graduate,Married,$120K +,Blue,50,3,2,0,10916,1536,9380,1.317,1592,34,1,0.141
712350858,Existing Customer,41,M,2,High School,Married,$80K - $120K,Blue,24,4,1,3,9366,1104,8262,0.572,1303,39,0.625,0.118
711009708,Existing Customer,40,M,3,High School,Single,$80K - $120K,Blue,28,5,1,0,21617,0,21617,1.047,1351,22,0.467,0
712215258,Existing Customer,50,F,1,Graduate,Single,$40K - $60K,Silver,31,2,2,3,18386,0,18386,0.868,1298,22,0.571,0
773827008,Existing Customer,47,M,4,Uneducated,Single,$60K - $80K,Blue,41,6,2,2,2405,1540,865,0.469,1087,29,1.231,0.64
795232683,Existing Customer,53,F,1,College,Married,Less than $40K,Blue,47,4,2,3,2154,930,1224,2.121,1439,26,1.364,0.432
713539833,Existing Customer,48,F,4,High School,Single,$40K - $60K,Blue,38,6,1,3,8135,0,8135,1.373,1716,29,0.812,0
712454058,Existing Customer,49,M,1,Doctorate,Married,$120K +,Blue,38,6,1,3,9364,618,8746,0.554,1099,27,0.8,0.066
718803333,Existing Customer,43,F,4,Graduate,Divorced,Less than $40K,Blue,34,2,3,1,3195,1954,1241,0.971,1285,29,0.706,0.612
720253908,Existing Customer,56,M,0,High School,Married,$80K - $120K,Blue,43,5,2,1,2852,1024,1828,1.009,1651,28,1,0.359
713187033,Existing Customer,46,M,1,Uneducated,Married,$60K - $80K,Blue,36,3,2,2,20459,2071,18388,1.248,1767,38,2.167,0.101
772426383,Existing Customer,50,F,4,Uneducated,Married,$40K - $60K,Blue,40,5,2,3,3065,1570,1495,1.077,1130,28,1.333,0.512
710975883,Existing Customer,51,F,3,Uneducated,Married,Less than $40K,Blue,43,3,1,2,2185,1761,424,0.682,1645,30,0.429,0.806
714264408,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Blue,36,4,1,0,1611,746,865,0.993,1413,29,0.706,0.463
715827858,Existing Customer,58,F,4,Uneducated,Married,Less than $40K,Blue,47,3,3,3,2822,2173,649,1.456,1218,23,2.286,0.77
713741358,Attrited Customer,46,M,5,Graduate,Single,$80K - $120K,Blue,33,6,3,3,32975,2517,30458,0.658,597,17,0.7,0.076
709531908,Existing Customer,53,M,3,High School,Married,$60K - $80K,Blue,47,5,2,2,1438.3,0,1438.3,0.776,2184,53,0.828,0
714141108,Existing Customer,52,F,1,High School,Married,Less than $40K,Blue,45,6,3,3,6703,893,5810,0.567,1388,28,0.75,0.133
712608783,Existing Customer,50,M,2,High School,Married,$80K - $120K,Silver,45,3,1,3,34516,1260,33256,0.588,1504,34,0.789,0.037
820353558,Existing Customer,41,F,3,High School,Married,$40K - $60K,Blue,36,4,1,2,9797,1434,8363,0.644,1503,34,0.478,0.146
714964758,Existing Customer,45,F,5,Graduate,Divorced,$40K - $60K,Blue,36,5,2,2,10400,1777,8623,0.791,1105,28,0.867,0.171
716264358,Existing Customer,53,M,3,Uneducated,Married,$80K - $120K,Blue,42,2,1,2,26792,1836,24956,1.432,2398,47,0.88,0.069
717296808,Existing Customer,67,F,1,Graduate,Married,Less than $40K,Blue,56,4,3,2,3006,2517,489,2.053,1661,32,1,0.837
712977183,Existing Customer,57,F,2,Uneducated,Single,$40K - $60K,Silver,36,6,3,0,19482,1072,18410,0.706,1421,22,1.444,0.055
710829108,Existing Customer,59,F,1,Uneducated,Married,$40K - $60K,Blue,36,4,2,3,3356,985,2371,0.35,999,28,0.556,0.294
779562633,Existing Customer,45,M,2,Uneducated,Married,$40K - $60K,Blue,34,3,2,1,5771,2248,3523,1.791,1387,18,0.8,0.39
715315833,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Blue,36,6,2,3,11106,2107,8999,0.948,1243,24,1,0.19
815500983,Existing Customer,59,F,1,Uneducated,Married,Less than $40K,Blue,54,5,3,0,2890,2001,889,1.334,1860,36,1,0.692
719360583,Existing Customer,53,M,1,Graduate,Married,$60K - $80K,Blue,45,6,2,2,3380,1701,1679,0.747,1502,25,1.273,0.503
709701558,Existing Customer,47,M,3,Graduate,Married,$60K - $80K,Blue,36,2,1,2,21331,1251,20080,0.949,1460,50,1.083,0.059
779862408,Existing Customer,49,M,3,Post-Graduate,Single,$80K - $120K,Blue,33,3,1,0,6278,462,5816,1.161,1087,33,0.941,0.074
812627208,Existing Customer,60,F,0,College,Single,Less than $40K,Blue,55,5,1,3,1438.3,738,700.3,0.782,1226,33,0.571,0.513
711033408,Existing Customer,50,F,2,High School,Married,Less than $40K,Blue,36,5,1,2,9355,1626,7729,0.701,1230,28,0.867,0.174
780376683,Existing Customer,57,M,1,Graduate,Married,$80K - $120K,Blue,47,5,3,1,14612,1976,12636,1.768,1827,24,3,0.135
714454758,Existing Customer,57,F,3,Graduate,Married,Less than $40K,Blue,47,4,2,3,6347,1594,4753,0.896,1771,37,0.762,0.251
780466533,Existing Customer,54,M,3,Doctorate,Married,$120K +,Blue,41,3,3,0,21592,1676,19916,1.097,1873,52,0.529,0.078
715735233,Existing Customer,51,F,5,Post-Graduate,Married,Less than $40K,Blue,44,5,1,1,3449,1598,1851,0.971,1679,42,0.556,0.463
720476733,Existing Customer,47,F,3,High School,Married,Less than $40K,Blue,34,2,1,2,6028,799,5229,0.819,1002,22,0.571,0.133
712375758,Existing Customer,53,M,3,Uneducated,Married,$80K - $120K,Blue,43,3,3,1,16393,1423,14970,1.642,1461,42,0.75,0.087
708868233,Attrited Customer,68,M,0,High School,Married,Less than $40K,Blue,52,1,3,2,1438.3,900,538.3,0.743,760,21,0.615,0.626
718030083,Existing Customer,59,M,1,College,Married,$60K - $80K,Blue,36,4,1,2,7871,1687,6184,1.242,1428,22,1.444,0.214
771698658,Existing Customer,44,M,5,Graduate,Married,$60K - $80K,Blue,32,4,5,3,11376,2006,9370,0.619,1302,27,0.8,0.176
748326258,Existing Customer,48,M,3,College,Married,$80K - $120K,Blue,41,4,5,3,12302,1632,10670,1.509,1483,41,0.519,0.133
770817783,Existing Customer,47,M,4,Graduate,Married,$60K - $80K,Silver,33,3,2,1,34516,1679,32837,0.623,1060,27,0.5,0.049
779353083,Existing Customer,47,M,2,Graduate,Married,$60K - $80K,Silver,32,4,2,2,34516,1468,33048,0.505,1330,32,0.684,0.043
711441333,Existing Customer,43,F,1,High School,Divorced,Less than $40K,Silver,35,3,2,2,10514,1580,8934,0.504,1229,27,0.8,0.15
719808558,Attrited Customer,55,F,2,Graduate,Married,Less than $40K,Blue,43,2,4,3,1438.3,0,1438.3,0.707,886,27,0.421,0
711551958,Attrited Customer,59,M,2,Post-Graduate,Married,$60K - $80K,Blue,46,3,3,3,1438.3,0,1438.3,0.688,844,24,0.5,0
809164083,Existing Customer,63,M,1,Graduate,Married,$40K - $60K,Blue,56,2,1,2,2619,1779,840,1.259,1450,37,0.947,0.679
820596183,Existing Customer,58,M,2,College,Married,$120K +,Blue,53,2,3,0,24407,2395,22012,1.071,2311,48,0.714,0.098
715999608,Existing Customer,53,F,2,High School,Married,Less than $40K,Blue,36,4,1,2,2377,1649,728,0.93,1378,26,1.167,0.694
805543158,Existing Customer,52,M,3,Graduate,Married,$120K +,Blue,47,5,3,3,11086,2207,8879,0.869,1523,40,1.105,0.199
709752183,Existing Customer,48,M,3,High School,Single,$60K - $80K,Blue,36,4,2,2,11432,2517,8915,0.615,1374,37,0.762,0.22
716479233,Existing Customer,43,M,4,High School,Married,$40K - $60K,Blue,36,5,3,2,13258,1721,11537,0.908,1080,21,1.333,0.13
713837058,Existing Customer,48,M,2,College,Single,Less than $40K,Blue,36,3,2,3,2571,1955,616,0.531,1234,24,0.714,0.76
718876683,Existing Customer,43,F,4,Graduate,Single,Less than $40K,Blue,31,5,2,0,5781,1168,4613,0.638,1600,32,0.455,0.202
794843883,Existing Customer,41,M,3,High School,Married,$80K - $120K,Blue,35,6,1,2,34516,1202,33314,0.603,1353,33,0.737,0.035
803043933,Existing Customer,44,F,3,Uneducated,Divorced,Less than $40K,Silver,38,4,1,3,11127,1835,9292,2.368,1546,25,1.273,0.165
714606558,Existing Customer,60,F,1,Uneducated,Married,Less than $40K,Blue,36,5,1,0,1913,1272,641,1.008,1448,22,1,0.665
778425408,Existing Customer,44,M,4,Graduate,Single,$80K - $120K,Blue,24,5,3,0,3839,2295,1544,0.569,1271,24,0.714,0.598
714171108,Existing Customer,48,F,3,Graduate,Divorced,$40K - $60K,Blue,39,6,2,3,2115,1141,974,0.616,1223,20,0.538,0.539
719662458,Existing Customer,44,F,2,Graduate,Divorced,Less than $40K,Blue,27,5,2,2,1438.3,679,759.3,0.859,1117,29,1.071,0.472
713137233,Existing Customer,41,M,2,High School,Single,$80K - $120K,Blue,28,4,3,0,27756,1789,25967,0.75,994,24,0.846,0.064
769425858,Existing Customer,45,M,3,College,Single,$60K - $80K,Blue,32,4,1,2,1438.3,0,1438.3,0.81,1468,26,0.625,0
711297483,Existing Customer,47,F,2,Uneducated,Divorced,Less than $40K,Silver,34,6,4,2,13878,2222,11656,0.853,1658,38,0.357,0.16
788900883,Existing Customer,51,F,2,Graduate,Married,Less than $40K,Blue,36,3,1,3,3106,1304,1802,0.604,1368,38,0.407,0.42
758348808,Existing Customer,51,M,2,Graduate,Married,$120K +,Blue,44,4,3,3,34516,1666,32850,0.613,1218,18,0.8,0.048
772336458,Attrited Customer,60,F,1,Uneducated,Married,$40K - $60K,Blue,50,4,4,3,1438.3,1025,413.3,0.838,702,12,0.714,0.713
717906783,Existing Customer,41,M,5,Graduate,Single,$120K +,Blue,29,5,2,2,5207,1748,3459,1.073,1310,26,1,0.336
719437908,Existing Customer,44,M,3,Post-Graduate,Divorced,$80K - $120K,Blue,36,6,2,2,17965,1644,16321,0.921,1767,50,0.923,0.092
769433508,Existing Customer,43,M,1,College,Single,$60K - $80K,Blue,37,6,3,3,2733,1819,914,0.767,933,25,0.923,0.666
790096533,Existing Customer,55,M,2,College,Married,$60K - $80K,Blue,48,4,3,2,8863,1301,7562,1.207,1512,27,1.455,0.147
720997383,Attrited Customer,52,M,1,Uneducated,Married,$80K - $120K,Blue,36,2,3,3,1857,1833,24,0.723,829,17,0.7,0.987
709930758,Existing Customer,41,M,2,Uneducated,Married,$40K - $60K,Blue,30,5,3,3,11107,1222,9885,0.538,1506,33,0.941,0.11
710741208,Existing Customer,39,M,2,High School,Single,$80K - $120K,Blue,36,4,2,2,5269,1475,3794,1.148,2094,25,0.667,0.28
821797008,Attrited Customer,49,M,5,College,Married,$40K - $60K,Blue,45,2,2,3,1438.3,0,1438.3,0.734,815,21,0.615,0
708874533,Attrited Customer,45,F,2,College,Married,Less than $40K,Blue,36,1,3,2,3387,0,3387,0.789,510,24,0.6,0
715341858,Existing Customer,54,M,2,Graduate,Married,$80K - $120K,Blue,46,6,2,3,1982,1289,693,0.939,1377,49,0.69,0.65
793636308,Existing Customer,49,M,3,Uneducated,Single,$80K - $120K,Blue,43,2,2,2,4645,1650,2995,0.912,1193,33,0.65,0.355
712125258,Attrited Customer,46,M,4,High School,Married,$120K +,Blue,30,3,3,3,2442,0,2442,0.98,701,19,0.727,0
709703433,Existing Customer,47,M,3,Graduate,Married,$60K - $80K,Blue,38,4,1,2,21304,1532,19772,1.018,1770,25,0.923,0.072
721022433,Existing Customer,44,M,2,Doctorate,Single,$60K - $80K,Blue,36,5,1,2,7577,2480,5097,0.435,1409,35,0.167,0.327
710103558,Existing Customer,50,M,3,Post-Graduate,Single,$120K +,Blue,31,4,1,2,3234,1486,1748,0.868,1354,28,0.647,0.459
715952883,Existing Customer,73,M,0,High School,Married,$40K - $60K,Blue,36,5,3,2,4469,1125,3344,1.363,1765,34,1.615,0.252
772390908,Attrited Customer,59,M,0,High School,Single,$40K - $60K,Blue,48,2,4,3,3616,1054,2562,0.616,687,17,0.545,0.291
787348608,Existing Customer,70,M,0,High School,Married,Less than $40K,Blue,56,3,2,3,3252,1495,1757,0.581,1227,15,0.875,0.46
709485033,Existing Customer,55,F,2,High School,Married,Less than $40K,Blue,36,4,3,3,2358,1152,1206,0.969,1737,26,1.6,0.489
799471833,Existing Customer,45,M,1,Uneducated,Single,$120K +,Blue,39,4,2,2,3133,1510,1623,0.609,1435,38,0.462,0.482
714187533,Existing Customer,45,F,2,Uneducated,Single,$40K - $60K,Blue,35,2,3,0,3540,849,2691,0.456,1321,28,0.75,0.24
779656908,Existing Customer,40,M,1,Graduate,Married,$40K - $60K,Blue,23,6,3,2,6990,1378,5612,0.73,1479,29,0.611,0.197
778867533,Attrited Customer,59,F,0,Post-Graduate,Married,$40K - $60K,Blue,40,1,4,1,1438.3,0,1438.3,1.038,689,23,0.353,0
789483333,Existing Customer,41,M,2,Uneducated,Married,$40K - $60K,Blue,32,5,1,3,5214,795,4419,0.707,1258,23,1.3,0.152
809855808,Existing Customer,51,F,2,Graduate,Married,Less than $40K,Blue,46,5,2,2,5207,1650,3557,0.708,1339,20,0.538,0.317
771809733,Attrited Customer,64,F,0,High School,Married,$40K - $60K,Blue,53,1,3,3,3353,0,3353,1.021,960,18,0.385,0
719942883,Existing Customer,54,M,5,Graduate,Married,$60K - $80K,Blue,38,3,3,3,2290,1434,856,0.923,1119,18,3.5,0.626
717806133,Existing Customer,40,M,2,Uneducated,Divorced,$60K - $80K,Blue,29,5,3,0,23603,0,23603,0.795,1382,31,1.067,0
720615708,Existing Customer,57,M,0,Uneducated,Married,$40K - $60K,Blue,45,6,2,2,2601,0,2601,0.814,1232,32,0.684,0
714511758,Existing Customer,45,M,4,Graduate,Single,$80K - $120K,Blue,40,4,3,0,6363,1029,5334,0.838,1542,16,1.286,0.162
715050408,Existing Customer,41,M,3,High School,Single,$80K - $120K,Blue,36,4,3,3,8029,1576,6453,0.826,1094,32,0.524,0.196
721132233,Existing Customer,42,F,4,Uneducated,Married,Less than $40K,Blue,31,2,2,2,2410,1769,641,0.759,1217,30,1.143,0.734
719211558,Attrited Customer,45,M,2,Graduate,Single,$60K - $80K,Blue,36,1,1,2,3401,0,3401,0.898,744,18,1,0
712069008,Existing Customer,42,F,4,Uneducated,Married,Less than $40K,Blue,23,4,2,0,2260,1007,1253,0.84,1614,33,0.737,0.446
715996983,Existing Customer,47,M,4,Uneducated,Divorced,$80K - $120K,Blue,30,5,2,2,17682,2481,15201,1.302,1747,31,1.214,0.14
773466258,Existing Customer,48,F,4,High School,Married,$40K - $60K,Blue,42,3,1,3,4206,1100,3106,0.587,1144,22,1,0.262
798983508,Existing Customer,43,M,1,Graduate,Single,$80K - $120K,Silver,37,4,3,2,34516,1440,33076,1.117,1575,34,2.4,0.042
716451183,Existing Customer,54,F,1,Uneducated,Married,$40K - $60K,Blue,44,5,2,3,5556,1711,3845,1.434,1706,21,1.625,0.308
715085733,Existing Customer,61,M,0,Graduate,Married,$40K - $60K,Blue,52,3,1,2,2939,1999,940,2.145,2434,33,1.538,0.68
788977833,Existing Customer,61,M,0,Uneducated,Married,$80K - $120K,Blue,48,2,1,0,5362,1274,4088,1.015,1876,41,0.783,0.238
720272958,Attrited Customer,48,M,2,High School,Married,$120K +,Blue,36,3,3,3,27126,0,27126,0.953,1000,25,0.786,0
708421833,Existing Customer,45,F,4,Graduate,Single,Less than $40K,Blue,36,6,3,2,3342,2517,825,0.771,1139,30,0.765,0.753
715120608,Existing Customer,44,M,3,Graduate,Single,$60K - $80K,Blue,37,2,3,2,14546,1703,12843,0.955,1273,27,0.588,0.117
779078733,Existing Customer,55,M,2,Doctorate,Married,$60K - $80K,Blue,36,3,4,3,16427,1682,14745,0.631,1579,36,1.118,0.102
720250158,Existing Customer,45,M,2,College,Single,$60K - $80K,Blue,33,6,3,0,23218,1814,21404,1.178,1749,37,2.083,0.078
716458983,Existing Customer,60,M,0,High School,Married,$40K - $60K,Blue,36,5,1,3,3281,837,2444,1.859,1424,29,1.417,0.255
713747733,Existing Customer,55,M,2,High School,Married,$40K - $60K,Blue,47,5,3,2,3096,2217,879,0.799,2011,41,0.783,0.716
712270158,Existing Customer,62,F,0,High School,Married,$40K - $60K,Blue,52,5,2,3,2052,1250,802,0.728,1208,31,0.632,0.609
754897008,Existing Customer,46,M,3,High School,Single,$40K - $60K,Blue,39,2,3,2,9432,1418,8014,0.612,1319,26,0.368,0.15
819700533,Existing Customer,50,M,0,High School,Single,$120K +,Silver,45,5,2,3,14938,2303,12635,0.804,949,27,2,0.154
712890408,Existing Customer,45,M,2,Uneducated,Married,$60K - $80K,Blue,36,5,3,2,2221,1343,878,0.869,1338,30,1.308,0.605
720248208,Existing Customer,47,M,3,Post-Graduate,Divorced,$60K - $80K,Blue,37,6,3,0,5731,1577,4154,0.657,1554,26,0.444,0.275
779749908,Existing Customer,48,M,4,College,Married,$60K - $80K,Gold,33,2,2,3,34516,2061,32455,0.722,1350,32,0.455,0.06
717401883,Existing Customer,35,M,3,Uneducated,Married,$60K - $80K,Blue,22,5,2,2,6985,1130,5855,0.963,1694,44,0.76,0.162
721509558,Existing Customer,51,M,2,Graduate,Married,$120K +,Blue,42,3,3,0,24221,1707,22514,0.816,1678,40,0.538,0.07
714576183,Existing Customer,47,M,4,Graduate,Single,$80K - $120K,Blue,36,6,3,2,21637,2030,19607,0.776,1222,23,0.438,0.094
721425558,Existing Customer,52,M,2,Graduate,Single,$120K +,Blue,37,2,3,2,14543,0,14543,0.788,1536,37,0.423,0
711109908,Existing Customer,43,F,4,Uneducated,Married,Less than $40K,Blue,36,2,1,1,9684,2475,7209,0.697,1400,31,2.1,0.256
715203108,Existing Customer,63,M,2,High School,Married,$40K - $60K,Blue,36,2,2,2,5007,930,4077,0.885,1050,28,1.154,0.186
710027508,Existing Customer,61,M,0,Graduate,Married,$60K - $80K,Blue,54,3,2,0,1616,1047,569,0.984,1389,33,1.2,0.648
787464408,Existing Customer,53,M,2,Uneducated,Single,$60K - $80K,Blue,40,5,2,2,19116,0,19116,0.656,1184,29,0.611,0
783542133,Existing Customer,53,F,3,Graduate,Married,Less than $40K,Blue,47,5,6,2,2759,2223,536,1.32,2093,42,1,0.806
708330858,Attrited Customer,57,M,3,Graduate,Married,$120K +,Blue,38,2,3,3,8249,1381,6868,0.798,678,11,0.833,0.167
712701333,Existing Customer,53,M,3,High School,Married,$60K - $80K,Blue,43,5,3,2,5264,2169,3095,0.374,1219,27,0.5,0.412
773373108,Existing Customer,49,F,4,High School,Married,Less than $40K,Blue,43,4,2,0,2826,2070,756,0.541,1025,28,0.647,0.732
715812258,Existing Customer,45,M,2,High School,Married,$80K - $120K,Blue,34,5,5,2,12518,1539,10979,0.645,1165,33,0.833,0.123
778286433,Existing Customer,67,M,0,Graduate,Married,$40K - $60K,Blue,56,4,2,1,5876,1297,4579,1.012,2133,55,0.719,0.221
789270033,Existing Customer,48,M,3,Graduate,Single,$80K - $120K,Silver,37,3,2,3,34516,0,34516,0.448,1122,13,0.182,0
711569433,Existing Customer,51,F,2,Uneducated,Divorced,Less than $40K,Blue,38,4,1,2,9648,1926,7722,0.549,1083,22,1.75,0.2
720214833,Existing Customer,52,M,2,High School,Single,$80K - $120K,Silver,40,3,3,3,34516,2177,32339,1.32,1234,23,1.875,0.063
788194458,Existing Customer,34,M,3,High School,Married,$60K - $80K,Blue,26,4,3,3,3265,2517,748,0.952,1843,35,0.944,0.771
720779733,Existing Customer,56,M,1,Uneducated,Married,$120K +,Blue,36,3,2,2,6041,1355,4686,0.685,1747,49,0.581,0.224
717424458,Existing Customer,44,F,2,Post-Graduate,Married,Less than $40K,Blue,36,3,3,2,2293,1823,470,0.617,1166,22,1.444,0.795
770590758,Existing Customer,43,F,3,Graduate,Single,$40K - $60K,Blue,29,5,2,0,3378,1069,2309,0.581,1285,16,0.333,0.316
718490658,Existing Customer,50,F,1,Graduate,Single,Less than $40K,Blue,36,4,1,3,5012,2242,2770,0.816,1142,28,1,0.447
711985833,Existing Customer,38,F,4,Uneducated,Single,Less than $40K,Blue,30,4,1,0,2569,1605,964,0.574,1190,46,0.643,0.625
708967608,Existing Customer,53,F,1,Graduate,Single,Less than $40K,Blue,45,3,1,2,3471,1785,1686,1.051,1052,24,0.714,0.514
718505958,Existing Customer,43,M,5,Graduate,Divorced,$120K +,Silver,31,5,3,3,34516,1699,32817,0.771,1628,38,0.727,0.049
715024233,Existing Customer,53,M,1,High School,Married,$120K +,Blue,36,6,3,2,3312,1844,1468,0.986,1740,32,0.882,0.557
779249583,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,38,4,3,3,2578,2462,116,1.707,1378,29,0.812,0.955
778928283,Existing Customer,57,F,3,High School,Married,Less than $40K,Blue,39,3,2,1,2742,2321,421,1.315,1389,32,0.6,0.846
712299858,Existing Customer,62,M,1,High School,Married,Less than $40K,Blue,53,5,3,3,2077,1571,506,1.031,1365,38,1,0.756
799224108,Existing Customer,46,F,4,Graduate,Single,Less than $40K,Blue,40,5,1,2,6265,1942,4323,1.027,1715,43,0.87,0.31
809976033,Existing Customer,49,M,2,Uneducated,Married,$60K - $80K,Blue,44,6,3,0,7819,1560,6259,0.827,1582,25,0.786,0.2
716203308,Existing Customer,52,M,3,Graduate,Single,$80K - $120K,Blue,42,6,3,3,2731,1692,1039,0.62,1220,22,0.692,0.62
714871683,Attrited Customer,58,M,1,Uneducated,Married,$40K - $60K,Blue,36,2,4,3,1438.3,537,901.3,0.819,715,13,0.182,0.373
716139933,Existing Customer,54,M,0,High School,Married,$80K - $120K,Blue,36,3,1,2,16286,1710,14576,1.223,2552,49,1.227,0.105
716984658,Existing Customer,49,M,1,Graduate,Married,$120K +,Blue,39,3,2,3,34516,0,34516,0.507,1106,31,0.938,0
713086008,Existing Customer,58,F,3,High School,Married,Less than $40K,Blue,47,6,1,0,2609,2439,170,1.269,1731,34,1.833,0.935
713773458,Existing Customer,52,M,2,High School,Single,$60K - $80K,Blue,45,5,3,2,7567,1173,6394,0.541,1435,32,0.6,0.155
719242533,Existing Customer,41,M,5,High School,Married,$60K - $80K,Blue,33,5,3,3,22770,2517,20253,0.994,1882,38,0.652,0.111
772712658,Existing Customer,62,F,0,Uneducated,Married,Less than $40K,Blue,50,5,1,2,3791,1648,2143,1.227,2058,34,0.789,0.435
788868858,Existing Customer,54,M,2,Graduate,Married,Less than $40K,Blue,39,4,4,2,2702,2517,185,1.019,1658,32,1.462,0.932
811898133,Existing Customer,40,F,3,High School,Divorced,Less than $40K,Blue,35,3,1,3,2555,2117,438,1.049,1334,32,0.6,0.829
788808633,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,26,5,3,2,2355,1090,1265,0.751,1441,29,0.812,0.463
779804208,Existing Customer,53,F,2,Graduate,Single,$40K - $60K,Blue,42,6,2,0,5332,0,5332,0.939,1371,39,1.167,0
781391058,Existing Customer,55,M,1,Uneducated,Single,$40K - $60K,Blue,49,6,3,2,1443,1375,68,0.683,1991,38,0.583,0.953
790134408,Existing Customer,46,M,4,Graduate,Single,$60K - $80K,Blue,39,6,2,3,10741,755,9986,1.166,1278,22,1.444,0.07
788853258,Existing Customer,41,M,1,Uneducated,Married,$60K - $80K,Blue,25,3,2,0,7984,1503,6481,0.797,1734,39,1.167,0.188
711857733,Existing Customer,49,M,3,Uneducated,Single,$60K - $80K,Blue,32,3,2,2,18584,2517,16067,0.703,1330,34,1.125,0.135
719554758,Existing Customer,46,M,2,Uneducated,Married,$80K - $120K,Blue,38,6,3,2,34516,2165,32351,0.837,1672,32,0.524,0.063
711643458,Existing Customer,50,F,1,Uneducated,Married,Less than $40K,Blue,43,6,3,4,1438.3,0,1438.3,1.068,1439,41,1.05,0
788830683,Existing Customer,40,M,2,Graduate,Single,$80K - $120K,Blue,24,5,1,0,2478,2031,447,1.284,1558,31,0.938,0.82
807030858,Existing Customer,51,M,4,High School,Single,$120K +,Blue,46,6,3,3,34516,2274,32242,0.788,1795,47,0.679,0.066
793059108,Existing Customer,50,F,2,Graduate,Married,$40K - $60K,Blue,44,6,2,3,2339,1440,899,0.431,893,22,0.375,0.616
716568708,Existing Customer,47,F,2,Graduate,Married,Less than $40K,Blue,36,6,3,2,2726,0,2726,0.844,1099,27,0.588,0
717229158,Existing Customer,36,F,4,Graduate,Married,$40K - $60K,Blue,36,6,3,3,1628,969,659,0.999,1893,15,2.75,0.595
715915458,Existing Customer,47,F,2,Graduate,Married,Less than $40K,Blue,34,5,2,2,3156,1644,1512,1.052,1151,31,1.385,0.521
819129858,Existing Customer,46,F,2,Graduate,Single,Less than $40K,Blue,41,5,3,0,4745,1270,3475,0.93,1519,31,0.938,0.268
713441958,Existing Customer,46,M,2,High School,Married,$120K +,Blue,36,5,3,2,19727,1785,17942,0.572,1245,25,0.786,0.09
719091333,Existing Customer,52,M,0,Uneducated,Married,$60K - $80K,Blue,36,3,3,2,22720,793,21927,0.685,1102,27,0.286,0.035
714914583,Existing Customer,40,F,4,Graduate,Single,Less than $40K,Blue,27,6,2,3,3751,1521,2230,0.974,1060,30,1.308,0.405
714363858,Existing Customer,54,F,4,High School,Married,Less than $40K,Blue,36,3,5,3,1594,1411,183,0.817,1459,35,1.188,0.885
721347408,Existing Customer,55,F,1,High School,Single,Less than $40K,Blue,43,4,2,0,2569,1403,1166,0.886,1456,39,0.444,0.546
772047183,Existing Customer,45,M,4,High School,Married,$40K - $60K,Blue,34,6,3,3,3104,1766,1338,0.828,1353,24,1.182,0.569
714217908,Existing Customer,49,M,3,Graduate,Married,$40K - $60K,Blue,41,5,3,2,2406,1560,846,0.751,1173,32,0.391,0.648
714819183,Existing Customer,63,M,1,Uneducated,Married,$80K - $120K,Blue,36,5,2,3,24571,1955,22616,1.174,1746,28,1,0.08
716455683,Existing Customer,40,F,3,High School,Single,Less than $40K,Gold,36,3,2,3,15534,726,14808,0.556,1279,28,0.867,0.047
710865633,Existing Customer,41,F,2,Graduate,Married,Less than $40K,Silver,33,4,2,0,12301,2250,10051,0.484,1307,29,0.261,0.183
752952108,Existing Customer,37,M,4,Graduate,Married,$80K - $120K,Blue,26,6,2,3,2846,1818,1028,0.711,1473,37,1.176,0.639
714982383,Existing Customer,55,M,2,High School,Married,$60K - $80K,Blue,36,4,3,3,7231,2381,4850,0.996,1421,23,1.3,0.329
813814008,Existing Customer,53,F,1,High School,Married,Less than $40K,Blue,48,6,3,2,2324,1576,748,0.728,1272,37,1.312,0.678
794545983,Existing Customer,57,M,2,Graduate,Married,$80K - $120K,Blue,40,3,2,3,12208,1980,10228,0.616,1409,34,0.619,0.162
715585158,Existing Customer,58,M,1,Graduate,Married,$60K - $80K,Blue,46,3,3,2,10021,1617,8404,0.578,1275,25,0.667,0.161
789863208,Existing Customer,54,F,2,Graduate,Married,Less than $40K,Blue,44,3,2,3,2027,1480,547,0.979,1702,37,0.947,0.73
715022133,Existing Customer,53,M,2,Graduate,Married,$60K - $80K,Blue,47,6,2,2,6363,1162,5201,0.644,1256,26,1,0.183
712506708,Existing Customer,39,F,3,College,Single,Less than $40K,Blue,25,6,1,2,3920,2008,1912,0.944,3178,53,0.656,0.512
715699983,Existing Customer,56,M,3,High School,Married,$60K - $80K,Blue,36,5,1,3,9226,1233,7993,1.521,1626,29,1.636,0.134
712459233,Existing Customer,59,F,1,Post-Graduate,Married,$40K - $60K,Blue,46,5,3,3,1944,1346,598,1.052,1960,57,0.727,0.692
716545383,Existing Customer,42,M,3,Uneducated,Single,$40K - $60K,Blue,36,3,1,0,9599,1554,8045,1.087,1154,38,1.235,0.162
721144383,Existing Customer,42,M,4,Graduate,Married,$60K - $80K,Silver,28,5,1,2,28202,843,27359,0.637,1629,38,0.727,0.03
804359133,Existing Customer,55,M,0,High School,Married,$120K +,Blue,49,5,3,3,3805,2233,1572,1.095,1743,27,0.929,0.587
713308683,Existing Customer,52,M,1,Uneducated,Single,$80K - $120K,Blue,37,5,2,2,2733,1306,1427,0.791,1139,39,0.444,0.478
717354558,Attrited Customer,57,M,2,Uneducated,Married,$120K +,Blue,40,3,3,3,3106,1120,1986,1.045,683,17,0.7,0.361
798473808,Existing Customer,48,M,3,College,Married,$80K - $120K,Blue,42,3,3,0,7477,0,7477,0.511,1159,32,0.684,0
715192308,Existing Customer,48,M,2,High School,Married,$120K +,Blue,36,6,5,2,29963,2094,27869,0.648,1205,28,0.867,0.07
708813033,Existing Customer,47,M,1,Graduate,Single,$40K - $60K,Blue,36,5,3,0,6509,2033,4476,0.83,1409,37,0.37,0.312
714639783,Attrited Customer,42,M,3,College,Married,$60K - $80K,Blue,34,3,3,3,13450,0,13450,0.742,1000,18,0.059,0
709470858,Existing Customer,51,M,4,College,Married,$120K +,Silver,31,5,2,1,34516,1254,33262,0.869,1366,25,0.786,0.036
717292758,Existing Customer,55,F,2,Graduate,Single,Less than $40K,Blue,47,5,3,2,6347,0,6347,0.466,1161,44,0.375,0
779241783,Existing Customer,67,M,1,Uneducated,Married,$40K - $60K,Blue,49,4,3,2,3106,1675,1431,0.781,1512,38,0.407,0.539
715205358,Existing Customer,39,M,1,Graduate,Married,$60K - $80K,Blue,31,4,1,1,2536,913,1623,1.059,1750,35,1.333,0.36
778871508,Existing Customer,54,M,3,Post-Graduate,Single,$60K - $80K,Blue,35,6,3,0,13048,1954,11094,1.139,1170,24,0.846,0.15
710147958,Existing Customer,47,M,3,High School,Married,$40K - $60K,Silver,36,3,2,2,16138,1249,14889,1.01,1198,33,0.833,0.077
709864833,Existing Customer,49,M,2,Post-Graduate,Married,$60K - $80K,Blue,38,3,2,0,8077,1965,6112,0.637,1329,26,0.444,0.243
778868958,Attrited Customer,42,F,2,Graduate,Married,Less than $40K,Blue,23,3,3,3,1929,1673,256,0.835,857,36,1.118,0.867
710004933,Existing Customer,44,M,5,Uneducated,Married,$60K - $80K,Blue,36,3,3,2,8645,1454,7191,0.708,1435,25,1.778,0.168
710940183,Attrited Customer,49,F,3,Graduate,Married,Less than $40K,Blue,38,6,3,2,2185,0,2185,0.727,715,20,0.818,0
718927533,Existing Customer,45,M,3,Graduate,Single,$80K - $120K,Blue,32,5,2,2,24487,2517,21970,0.912,1512,42,0.909,0.103
719337408,Existing Customer,63,M,0,High School,Married,$60K - $80K,Blue,36,6,2,3,2567,0,2567,1.636,2399,43,0.955,0
772308408,Existing Customer,44,M,3,Graduate,Single,$80K - $120K,Blue,33,6,3,3,4131,785,3346,0.543,906,22,1.2,0.19
712981383,Existing Customer,44,F,4,College,Married,Less than $40K,Silver,37,3,2,2,10790,1930,8860,0.75,1052,16,1.286,0.179
790099758,Existing Customer,40,M,3,High School,Married,$40K - $60K,Blue,33,4,3,3,6884,1001,5883,0.786,975,11,0.833,0.145
709547658,Attrited Customer,39,M,2,Uneducated,Single,$60K - $80K,Blue,36,5,3,3,13961,1299,12662,0.842,783,20,0.667,0.093
778770783,Existing Customer,42,M,4,High School,Married,$80K - $120K,Blue,30,6,1,0,29801,1916,27885,0.781,990,21,0.909,0.064
713134458,Existing Customer,54,M,3,High School,Married,$120K +,Blue,43,4,1,1,13219,0,13219,0.576,1097,24,0.5,0
713639958,Existing Customer,46,F,4,Graduate,Divorced,Less than $40K,Blue,36,5,3,1,9478,820,8658,0.64,1327,41,0.864,0.087
711089733,Existing Customer,50,F,2,College,Divorced,Less than $40K,Blue,36,3,3,0,1491,0,1491,0.876,1058,34,0.889,0
716988633,Existing Customer,55,M,0,High School,Divorced,$60K - $80K,Blue,46,6,1,2,9734,0,9734,0.785,1476,38,0.9,0
779031033,Existing Customer,46,F,2,Graduate,Married,$40K - $60K,Blue,22,6,1,3,2305,1627,678,0.747,1230,36,0.565,0.706
716302383,Existing Customer,47,F,4,Uneducated,Married,$40K - $60K,Blue,36,3,1,3,14241,2081,12160,0.909,1581,44,0.833,0.146
721333233,Existing Customer,40,M,4,Doctorate,Divorced,$60K - $80K,Blue,34,4,2,3,23138,1727,21411,0.693,1612,39,1.438,0.075
814995933,Existing Customer,58,F,3,Graduate,Married,Less than $40K,Blue,53,5,3,2,5798,1794,4004,0.564,1724,45,0.452,0.309
721469433,Existing Customer,48,M,3,Graduate,Single,$40K - $60K,Blue,36,5,2,3,6880,1390,5490,1.205,1784,35,0.944,0.202
717198633,Existing Customer,53,F,2,College,Married,$40K - $60K,Blue,34,6,2,1,2075,1469,606,1.322,2556,49,1.13,0.708
767695083,Existing Customer,50,M,2,Graduate,Married,$80K - $120K,Blue,44,3,3,0,4589,0,4589,0.845,1590,37,0.37,0
711791583,Attrited Customer,52,F,1,Graduate,Single,Less than $40K,Blue,40,1,2,2,2317,0,2317,1.005,884,19,0.727,0
712315683,Attrited Customer,53,F,2,Uneducated,Single,Less than $40K,Blue,45,1,1,1,1981,1518,463,1.019,973,25,0.923,0.766
710038008,Existing Customer,56,F,1,Graduate,Single,$40K - $60K,Blue,47,3,2,1,6038,0,6038,0.741,1447,30,0.875,0
718349058,Existing Customer,49,M,3,High School,Married,$80K - $120K,Blue,39,3,3,2,29659,1143,28516,0.512,1193,21,0.615,0.039
789842283,Attrited Customer,54,M,2,Graduate,Married,$60K - $80K,Blue,42,3,3,2,4320,0,4320,0.967,706,21,0.5,0
714900408,Existing Customer,41,F,4,High School,Single,Less than $40K,Blue,31,3,1,0,5773,0,5773,0.67,1306,39,0.5,0
719418933,Attrited Customer,53,M,2,Uneducated,Married,$80K - $120K,Blue,36,1,3,3,4503,0,4503,0.659,748,20,0.429,0
720115683,Existing Customer,47,M,3,Uneducated,Married,$80K - $120K,Blue,36,6,2,2,29770,1565,28205,0.674,1774,42,2,0.053
779504058,Existing Customer,46,F,2,Post-Graduate,Married,Less than $40K,Blue,28,5,1,1,5014,1910,3104,0.863,1209,25,1.5,0.381
795979833,Existing Customer,53,F,1,High School,Married,Less than $40K,Blue,47,6,1,2,3445,1074,2371,0.67,1074,31,0.632,0.312
717392358,Existing Customer,60,M,1,Graduate,Married,$80K - $120K,Blue,50,6,2,2,23412,1078,22334,0.79,1786,50,0.786,0.046
718640508,Existing Customer,59,F,0,Graduate,Single,Less than $40K,Blue,46,4,1,2,3044,1611,1433,0.74,1456,36,0.714,0.529
709230708,Existing Customer,56,M,4,Uneducated,Single,Less than $40K,Blue,36,3,2,2,3864,1654,2210,0.491,1470,42,0.235,0.428
801383808,Existing Customer,50,M,3,Graduate,Single,$60K - $80K,Blue,44,4,2,3,23090,839,22251,1.326,1198,24,1,0.036
708217758,Existing Customer,63,M,2,Graduate,Married,$60K - $80K,Blue,49,5,2,3,14035,2061,11974,2.271,1606,30,1.5,0.147
714272658,Attrited Customer,43,F,2,Uneducated,Single,Less than $40K,Blue,24,2,3,2,2962,2517,445,1.046,929,31,0.409,0.85
711864783,Existing Customer,61,M,1,Uneducated,Single,$60K - $80K,Blue,46,5,3,2,2201,1138,1063,0.675,1199,32,0.6,0.517
719407983,Existing Customer,37,F,0,Post-Graduate,Married,Less than $40K,Blue,25,4,3,2,2061,1483,578,1.362,2400,60,0.622,0.72
716804283,Existing Customer,41,M,2,Uneducated,Divorced,$120K +,Blue,29,3,2,2,15911,896,15015,0.954,1270,33,0.833,0.056
767294658,Attrited Customer,56,M,2,College,Single,$120K +,Blue,50,2,2,3,16867,0,16867,0.885,654,14,0.4,0
709122483,Existing Customer,56,M,3,Graduate,Married,$60K - $80K,Blue,37,3,3,0,2783,1526,1257,0.942,1909,54,0.688,0.548
708241233,Attrited Customer,52,F,3,Post-Graduate,Single,Less than $40K,Blue,47,3,3,2,2972,0,2972,1.035,922,25,0.562,0
717860358,Existing Customer,40,F,3,High School,Single,$40K - $60K,Blue,36,5,3,2,5124,2235,2889,0.542,1158,42,0.355,0.436
789337233,Existing Customer,63,M,1,Graduate,Married,$40K - $60K,Blue,53,6,6,2,2880,2362,518,0.89,1323,26,0.444,0.82
720902133,Existing Customer,58,M,1,High School,Single,$40K - $60K,Blue,46,4,1,0,5579,0,5579,0.481,1025,35,0.667,0
711870333,Existing Customer,46,M,2,Uneducated,Divorced,$80K - $120K,Blue,36,6,3,3,34516,1597,32919,0.858,1628,51,1.217,0.046
708398283,Existing Customer,37,F,1,Graduate,Married,$40K - $60K,Blue,29,5,2,2,4394,885,3509,1.04,1377,32,0.684,0.201
715878183,Existing Customer,46,M,4,Graduate,Single,$80K - $120K,Blue,35,4,3,3,18325,723,17602,0.815,1517,33,0.65,0.039
719451483,Existing Customer,46,F,4,Post-Graduate,Married,Less than $40K,Blue,37,5,3,2,3773,1972,1801,0.783,1528,25,1.083,0.523
709110633,Existing Customer,41,M,1,Graduate,Single,$80K - $120K,Blue,29,5,1,3,21684,1748,19936,0.715,1329,24,0.6,0.081
721059033,Existing Customer,48,F,3,High School,Divorced,$40K - $60K,Blue,40,4,1,2,1919,774,1145,0.965,1505,33,0.737,0.403
779912283,Existing Customer,49,F,3,Graduate,Single,$40K - $60K,Blue,33,5,3,2,9995,1713,8282,0.96,1172,38,0.462,0.171
717701733,Existing Customer,44,M,2,Graduate,Married,$80K - $120K,Blue,35,3,2,2,11910,2098,9812,1.16,1646,39,1.294,0.176
709913733,Existing Customer,39,F,3,College,Married,Less than $40K,Blue,36,4,2,0,2279,1529,750,1.26,1693,32,1.286,0.671
718768158,Existing Customer,57,M,1,College,Single,$40K - $60K,Blue,48,3,1,2,3539,0,3539,0.781,1336,23,0.211,0
721375308,Existing Customer,48,M,3,High School,Married,$80K - $120K,Blue,36,5,1,3,30579,1351,29228,0.759,1289,19,0.727,0.044
711374283,Existing Customer,47,M,3,High School,Single,$80K - $120K,Blue,42,4,1,0,24480,1923,22557,0.505,1416,32,0.778,0.079
778465533,Existing Customer,54,F,0,College,Married,Less than $40K,Blue,40,3,1,2,1638,0,1638,0.75,1885,51,0.545,0
712138983,Existing Customer,54,M,1,Graduate,Married,$60K - $80K,Blue,36,3,3,2,2947,2216,731,0.76,1744,53,0.606,0.752
716920908,Existing Customer,52,M,4,High School,Married,$80K - $120K,Blue,42,6,1,0,5738,1112,4626,1.519,1922,48,0.655,0.194
711195558,Existing Customer,59,M,1,College,Single,$40K - $60K,Blue,48,6,3,3,7251,1603,5648,0.591,1300,36,0.8,0.221
712024908,Existing Customer,56,F,1,College,Married,Less than $40K,Blue,36,6,2,3,2641,1257,1384,0.891,1439,39,1.053,0.476
714893733,Existing Customer,55,M,1,High School,Married,$80K - $120K,Blue,45,3,3,3,16794,809,15985,1.566,1917,33,0.941,0.048
754886958,Existing Customer,48,F,3,College,Divorced,$40K - $60K,Blue,41,4,1,3,9336,1672,7664,0.696,1391,39,0.625,0.179
710104908,Existing Customer,56,F,5,College,Single,Less than $40K,Blue,43,4,1,0,2763,2517,246,0.938,1246,31,0.824,0.911
710558883,Existing Customer,41,M,3,Uneducated,Married,$60K - $80K,Blue,36,5,3,2,17391,1044,16347,1.08,1248,27,0.688,0.06
713827383,Existing Customer,65,F,1,High School,Married,Less than $40K,Blue,36,3,2,0,3198,2493,705,0.665,1936,44,1.316,0.78
720267033,Existing Customer,34,M,4,Post-Graduate,Single,$80K - $120K,Blue,26,3,3,2,5100,1786,3314,1.06,2375,63,0.575,0.35
712049208,Existing Customer,56,M,3,Post-Graduate,Married,$60K - $80K,Blue,39,3,1,2,3955,2517,1438,0.484,1238,25,1.083,0.636
708688608,Existing Customer,62,F,1,High School,Married,Less than $40K,Blue,48,5,3,1,3140,1985,1155,1.346,1626,41,0.864,0.632
713217858,Existing Customer,38,F,2,Uneducated,Single,Less than $40K,Blue,32,5,3,3,2264,0,2264,0.479,1204,28,0.333,0
711019308,Existing Customer,58,M,2,High School,Single,$60K - $80K,Blue,45,3,2,0,6385,1535,4850,1.138,1612,47,0.88,0.24
768600558,Existing Customer,41,F,4,Graduate,Single,$40K - $60K,Blue,31,4,2,3,2375,1658,717,0.638,1071,28,1,0.698
710202783,Existing Customer,33,M,2,Graduate,Married,$60K - $80K,Blue,13,3,3,3,1963,1721,242,0.68,1378,37,0.762,0.877
712899333,Existing Customer,47,F,4,College,Single,Less than $40K,Blue,37,6,2,2,4256,1084,3172,0.63,1100,29,0.381,0.255
767036433,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,49,5,1,0,5097,1152,3945,0.94,2052,45,0.607,0.226
793473033,Existing Customer,51,M,1,Graduate,Single,$60K - $80K,Blue,45,3,2,3,3228,2517,711,0.949,1349,33,1.357,0.78
717998058,Existing Customer,26,M,0,Graduate,Single,Less than $40K,Blue,13,6,3,2,2585,2019,566,0.525,2644,40,0.481,0.781
779610033,Attrited Customer,58,M,1,College,Married,$80K - $120K,Blue,47,3,3,3,12151,1799,10352,1.022,918,14,0.556,0.148
827332983,Existing Customer,46,M,3,High School,Single,$80K - $120K,Gold,42,3,2,2,34516,2113,32403,0.618,1362,31,1.214,0.061
721183983,Existing Customer,48,M,4,High School,Married,$120K +,Blue,31,6,3,1,34516,1013,33503,0.575,1222,37,0.85,0.029
718426533,Existing Customer,42,M,4,Uneducated,Divorced,$60K - $80K,Blue,32,4,1,2,5504,0,5504,0.62,1364,32,0.684,0
710698233,Existing Customer,37,M,4,Graduate,Married,$80K - $120K,Blue,28,4,1,2,10021,1203,8818,0.93,1463,40,1,0.12
793581933,Existing Customer,50,M,3,High School,Single,$40K - $60K,Silver,44,4,3,4,19853,1513,18340,0.802,1878,55,0.41,0.076
719229708,Existing Customer,41,F,1,High School,Single,$40K - $60K,Blue,31,6,3,2,4969,838,4131,0.591,1489,32,0.455,0.169
715158483,Existing Customer,48,F,3,Graduate,Divorced,Less than $40K,Blue,40,3,2,3,3117,1603,1514,1.167,1437,37,0.609,0.514
809296308,Existing Customer,46,M,2,College,Single,$80K - $120K,Blue,41,4,2,0,21526,2332,19194,0.755,1313,37,0.609,0.108
778176108,Existing Customer,61,M,0,High School,Single,$60K - $80K,Blue,51,4,2,2,5504,1412,4092,0.722,1290,38,0.462,0.257
719366358,Existing Customer,51,M,3,High School,Married,$120K +,Blue,40,6,3,2,7319,1692,5627,0.701,1233,29,0.611,0.231
721417233,Attrited Customer,45,M,2,Graduate,Married,$60K - $80K,Blue,25,3,5,3,1438.3,0,1438.3,0.676,709,27,0.421,0
714578283,Existing Customer,47,M,1,Graduate,Married,$60K - $80K,Blue,37,6,3,0,2053,0,2053,0.865,1283,28,1.154,0
769574883,Existing Customer,41,M,2,High School,Married,$40K - $60K,Blue,32,3,1,3,12804,2517,10287,0.892,1101,37,0.276,0.197
717643608,Existing Customer,48,M,4,College,Married,$80K - $120K,Blue,36,3,3,2,26443,1601,24842,0.493,1593,36,0.333,0.061
709198158,Existing Customer,50,F,4,Graduate,Single,Less than $40K,Blue,36,6,2,0,3125,1928,1197,0.412,1631,46,0.533,0.617
712419708,Existing Customer,56,F,2,Post-Graduate,Married,Less than $40K,Blue,48,6,1,2,4930,2259,2671,1.134,2194,53,0.606,0.458
709103358,Existing Customer,39,F,2,College,Single,Less than $40K,Blue,36,6,3,3,9476,0,9476,0.605,1128,27,0.929,0
716966808,Existing Customer,47,M,1,Graduate,Married,$80K - $120K,Blue,37,6,3,3,11722,1667,10055,0.566,1497,35,0.25,0.142
772264383,Existing Customer,44,M,2,Graduate,Single,$120K +,Blue,33,4,1,3,13301,0,13301,1.058,1385,50,0.515,0
769137108,Attrited Customer,43,F,2,Post-Graduate,Married,Less than $40K,Blue,37,3,3,1,1438.3,0,1438.3,1.004,974,28,0.273,0
717640083,Attrited Customer,59,M,1,High School,Married,$60K - $80K,Blue,36,3,2,3,6705,0,6705,0.749,731,18,0.5,0
778686408,Existing Customer,48,M,1,College,Married,$60K - $80K,Blue,29,4,3,2,19324,1040,18284,0.904,1744,50,0.852,0.054
715015683,Existing Customer,44,M,2,Graduate,Single,$40K - $60K,Blue,34,5,3,1,5331,1993,3338,0.777,1766,39,0.625,0.374
710462433,Existing Customer,45,M,4,Graduate,Single,$60K - $80K,Blue,30,6,2,2,17625,894,16731,1.285,1773,39,1.053,0.051
721342383,Existing Customer,39,M,2,Graduate,Married,$80K - $120K,Blue,34,6,3,2,17438,0,17438,1.078,1860,37,0.85,0
794977533,Attrited Customer,62,M,0,High School,Married,$60K - $80K,Blue,56,3,3,2,8077,0,8077,0.749,906,16,0.333,0
779445108,Existing Customer,26,M,0,Graduate,Single,$40K - $60K,Blue,13,6,1,2,3290,1616,1674,0.466,2781,54,0.35,0.491
718193958,Existing Customer,60,M,0,Uneducated,Single,Less than $40K,Blue,53,5,3,2,2402,1728,674,0.652,1650,53,0.606,0.719
710955633,Existing Customer,54,F,3,Doctorate,Single,Less than $40K,Blue,42,6,1,0,9256,1999,7257,0.812,1446,37,0.762,0.216
716149383,Existing Customer,62,M,0,Graduate,Married,$60K - $80K,Blue,36,6,3,3,3674,895,2779,0.658,1703,48,0.371,0.244
752604633,Attrited Customer,57,M,2,College,Married,$40K - $60K,Blue,50,2,5,3,6462,0,6462,0.856,761,17,0.214,0
713889933,Existing Customer,59,M,0,Graduate,Single,$40K - $60K,Blue,48,4,2,2,1638,0,1638,0.533,1536,44,0.63,0
709446783,Existing Customer,46,M,4,Graduate,Single,$60K - $80K,Blue,38,3,3,2,4335,2480,1855,0.543,1373,36,1.118,0.572
789115833,Existing Customer,44,M,4,High School,Single,$60K - $80K,Blue,32,5,3,2,3233,1034,2199,0.759,1256,29,0.706,0.32
787623858,Existing Customer,43,M,2,Uneducated,Divorced,$120K +,Silver,24,4,2,0,34516,1938,32578,0.426,1215,45,0.406,0.056
709040508,Existing Customer,57,M,4,Uneducated,Married,$120K +,Blue,38,6,6,2,19802,1961,17841,1.125,2244,58,0.706,0.099
717956283,Existing Customer,57,F,1,Graduate,Single,$40K - $60K,Blue,48,5,1,0,10953,1945,9008,0.886,1277,29,0.526,0.178
721379433,Existing Customer,44,M,4,Graduate,Married,$60K - $80K,Blue,28,6,2,3,11338,0,11338,0.695,1227,24,0.5,0
712027683,Existing Customer,47,F,2,Doctorate,Married,Less than $40K,Blue,35,3,2,2,5544,1184,4360,0.85,1336,38,0.652,0.214
716027208,Existing Customer,47,M,4,Doctorate,Married,$60K - $80K,Blue,36,4,1,1,19665,706,18959,1.317,1110,58,0.349,0.036
720475233,Existing Customer,50,F,2,High School,Married,Less than $40K,Blue,43,6,2,3,2927,1412,1515,0.763,1474,26,0.857,0.482
712275108,Existing Customer,53,F,3,College,Married,$40K - $60K,Blue,33,4,3,3,5146,1618,3528,1.073,1955,44,0.76,0.314
718121658,Attrited Customer,56,M,1,College,Married,$60K - $80K,Blue,44,5,3,3,1704,0,1704,0.701,660,17,0.308,0
711593808,Attrited Customer,55,M,1,High School,Married,$60K - $80K,Blue,46,2,2,3,1438.3,0,1438.3,1.037,888,18,1.25,0
716222808,Existing Customer,53,F,4,High School,Married,Less than $40K,Blue,36,6,1,3,2974,1170,1804,1.297,1785,45,1.143,0.393
788779008,Existing Customer,57,M,2,High School,Married,$60K - $80K,Blue,38,3,1,2,2736,1822,914,0.593,1211,25,0.923,0.666
710404533,Existing Customer,50,M,2,Graduate,Married,$80K - $120K,Blue,37,6,2,1,1438.3,862,576.3,0.65,1391,40,0.212,0.599
715383108,Existing Customer,52,M,2,Graduate,Single,$120K +,Blue,44,5,1,1,34516,2174,32342,0.426,1616,50,0.515,0.063
711697158,Existing Customer,60,M,0,Graduate,Married,Less than $40K,Blue,36,6,2,2,1976,1311,665,0.995,1498,43,0.536,0.663
709186983,Existing Customer,49,M,4,Uneducated,Married,$80K - $120K,Blue,40,3,1,1,8714,2252,6462,0.831,1536,38,0.652,0.258
808964433,Existing Customer,46,F,4,Doctorate,Divorced,Less than $40K,Blue,41,4,1,1,8693,1378,7315,0.799,1594,45,0.452,0.159
711948333,Existing Customer,42,M,1,Uneducated,Married,$80K - $120K,Blue,36,6,1,2,9247,710,8537,0.735,1190,30,0.5,0.077
710541858,Existing Customer,45,M,3,High School,Married,Less than $40K,Blue,33,6,5,0,7717,1430,6287,0.822,1248,37,0.85,0.185
713865333,Attrited Customer,45,F,4,Uneducated,Married,Less than $40K,Blue,38,3,4,3,4908,0,4908,0.993,827,21,0.75,0
797707008,Attrited Customer,44,F,3,Doctorate,Married,Less than $40K,Blue,38,6,1,3,7222,0,7222,0.685,920,18,0.5,0
713490483,Existing Customer,61,M,0,Uneducated,Single,$80K - $120K,Blue,48,6,2,2,21740,0,21740,0.676,1755,54,0.543,0
720370533,Attrited Customer,55,M,3,Uneducated,Married,$60K - $80K,Blue,44,3,2,2,2323,0,2323,0.737,804,15,0.5,0
816596583,Existing Customer,45,M,2,Doctorate,Married,$80K - $120K,Blue,40,6,3,1,11710,693,11017,0.914,1749,50,0.429,0.059
717517758,Existing Customer,57,F,0,High School,Married,$40K - $60K,Blue,45,3,2,2,2278,845,1433,1.328,2307,45,0.8,0.371
712880283,Existing Customer,31,M,0,Uneducated,Married,$40K - $60K,Blue,22,3,3,0,4048,1113,2935,0.717,1757,45,0.607,0.275
753226158,Existing Customer,34,F,2,Graduate,Married,Less than $40K,Blue,24,6,2,2,3663,1853,1810,0.963,1826,35,1.059,0.506
720605808,Attrited Customer,53,F,1,Graduate,Single,Less than $40K,Blue,36,2,2,3,1438.3,0,1438.3,0.672,799,17,0.214,0
711028308,Existing Customer,44,F,4,Graduate,Married,Less than $40K,Blue,36,4,1,0,1717,0,1717,0.619,1468,29,0.381,0
814852533,Existing Customer,50,M,1,Graduate,Married,$80K - $120K,Blue,45,3,2,2,16813,1185,15628,0.552,1482,46,0.643,0.07
711526533,Existing Customer,33,M,3,Post-Graduate,Married,$80K - $120K,Blue,25,4,2,3,16434,2104,14330,0.955,1726,37,0.85,0.128
804403908,Existing Customer,50,M,3,Graduate,Single,$60K - $80K,Blue,45,4,2,3,21872,1118,20754,0.658,1806,31,0.409,0.051
716999883,Existing Customer,51,M,4,High School,Married,$80K - $120K,Blue,41,5,2,0,15897,1437,14460,0.584,1405,43,0.387,0.09
787599258,Existing Customer,55,F,3,Graduate,Single,Less than $40K,Blue,29,6,1,2,7361,1309,6052,0.504,1175,34,0.7,0.178
714495258,Existing Customer,26,M,0,College,Single,Less than $40K,Blue,36,4,1,3,1438.3,479,959.3,0.553,1786,37,0.37,0.333
717713283,Existing Customer,42,F,3,Graduate,Married,Less than $40K,Blue,33,6,3,3,8628,1077,7551,0.872,1675,58,0.415,0.125
789317883,Existing Customer,54,M,2,College,Married,$80K - $120K,Blue,44,4,3,3,18750,1705,17045,0.807,1200,36,0.895,0.091
789467508,Existing Customer,65,F,0,Graduate,Married,$40K - $60K,Blue,56,5,3,0,2961,1570,1391,0.908,1937,57,0.781,0.53
711231558,Existing Customer,58,M,3,High School,Married,$60K - $80K,Blue,40,6,1,3,8308,2517,5791,1.455,1915,37,1.056,0.303
716829483,Existing Customer,39,F,3,Post-Graduate,Married,$40K - $60K,Blue,28,4,2,2,3249,2217,1032,1.06,1988,36,0.895,0.682
779713608,Existing Customer,52,M,2,High School,Married,$120K +,Blue,36,5,1,2,2981,1358,1623,1.242,1648,30,1.5,0.456
711628458,Existing Customer,45,F,3,Graduate,Married,Less than $40K,Blue,31,4,1,0,8829,901,7928,0.825,1902,45,0.667,0.102
770724558,Attrited Customer,42,M,2,College,Married,$60K - $80K,Blue,28,6,1,3,7340,0,7340,0.65,838,24,0.412,0
783561558,Existing Customer,57,M,4,Post-Graduate,Married,$120K +,Blue,51,4,2,3,16952,0,16952,0.709,1918,61,0.649,0
719309958,Attrited Customer,55,M,3,Doctorate,Single,$80K - $120K,Blue,35,4,1,3,20865,0,20865,0.881,837,25,0.667,0
787550808,Existing Customer,51,M,2,Graduate,Married,$40K - $60K,Blue,40,5,1,2,12240,1566,10674,0.539,1422,26,0.529,0.128
779863533,Existing Customer,37,M,1,Graduate,Married,$80K - $120K,Blue,21,6,2,0,5120,0,5120,0.867,1680,32,0.778,0
714529233,Existing Customer,36,F,2,Graduate,Married,Less than $40K,Blue,24,3,1,3,3124,1593,1531,0.869,1652,41,0.367,0.51
708177333,Existing Customer,51,F,2,High School,Married,Less than $40K,Silver,36,5,3,0,11261,2485,8776,0.736,1158,26,0.857,0.221
812019933,Existing Customer,65,M,1,Uneducated,Married,$40K - $60K,Blue,56,3,3,2,2468,2021,447,0.906,1797,46,0.586,0.819
708557358,Existing Customer,43,M,2,College,Married,$60K - $80K,Blue,28,4,2,3,22157,1355,20802,0.69,1911,55,0.571,0.061
713580633,Existing Customer,46,M,3,Graduate,Married,$40K - $60K,Blue,32,6,2,3,11477,0,11477,0.767,1260,27,0.688,0
711466533,Existing Customer,43,F,2,Graduate,Married,Less than $40K,Blue,33,5,2,2,3933,852,3081,0.433,1489,45,0.324,0.217
802276683,Existing Customer,56,M,3,Graduate,Married,$80K - $120K,Blue,50,3,3,3,8022,1372,6650,0.896,1794,31,1.385,0.171
808897683,Attrited Customer,53,M,1,Graduate,Single,$80K - $120K,Blue,48,3,3,3,30271,1406,28865,1.336,3231,47,0.306,0.046
713010483,Existing Customer,43,F,3,Graduate,Married,$40K - $60K,Blue,36,6,1,3,2936,2379,557,0.694,1572,57,0.676,0.81
717006333,Existing Customer,54,M,3,High School,Married,$80K - $120K,Blue,36,6,1,2,1438.3,1133,305.3,0.759,1935,41,0.708,0.788
716924058,Existing Customer,58,F,2,Uneducated,Married,$40K - $60K,Blue,49,3,1,3,6175,1166,5009,0.803,1417,25,0.25,0.189
720916683,Existing Customer,41,M,3,Graduate,Single,$80K - $120K,Blue,26,4,3,2,11806,1811,9995,0.754,1465,31,0.476,0.153
720923658,Existing Customer,48,M,3,Post-Graduate,Single,$60K - $80K,Blue,39,5,2,2,4734,954,3780,0.6,1570,45,0.452,0.202
712710708,Existing Customer,55,M,2,High School,Single,$40K - $60K,Blue,36,5,2,0,6244,2517,3727,0.607,1445,40,0.29,0.403
718939083,Attrited Customer,54,F,2,Graduate,Married,Less than $40K,Blue,45,3,1,3,1438.3,306,1132.3,1.035,694,15,0.364,0.213
719085933,Existing Customer,35,M,3,Graduate,Single,$80K - $120K,Blue,24,4,1,2,23561,864,22697,1.373,2447,64,1,0.037
715124958,Existing Customer,50,M,3,Uneducated,Single,$80K - $120K,Blue,36,5,2,3,24742,1676,23066,0.566,1306,31,0.55,0.068
712979133,Attrited Customer,55,M,4,High School,Married,$80K - $120K,Blue,41,2,2,2,27560,900,26660,1.031,646,10,0.25,0.033
712006308,Existing Customer,45,F,0,College,Divorced,Less than $40K,Blue,35,6,1,3,5923,1686,4237,0.702,1236,35,0.591,0.285
710801133,Existing Customer,34,M,2,Uneducated,Married,$60K - $80K,Blue,36,6,1,2,8581,2326,6255,1.226,2513,63,0.615,0.271
712490283,Existing Customer,55,F,4,Graduate,Married,$40K - $60K,Blue,41,4,3,3,3156,2517,639,1.516,2091,48,0.778,0.798
717958833,Existing Customer,46,M,4,Graduate,Married,$60K - $80K,Blue,35,5,1,2,1535,700,835,2.282,1848,25,1.083,0.456
812420358,Attrited Customer,61,F,0,Graduate,Married,Less than $40K,Blue,56,3,3,3,2122,554,1568,0.857,949,17,0.133,0.261
715940358,Existing Customer,51,F,1,Graduate,Married,Less than $40K,Blue,42,6,2,2,5822,2387,3435,0.76,1804,49,0.75,0.41
715041333,Existing Customer,39,M,3,Doctorate,Married,$60K - $80K,Blue,29,3,1,3,3537,2517,1020,1.021,1605,43,0.344,0.712
712797258,Existing Customer,43,M,3,Graduate,Married,$120K +,Blue,33,3,1,3,34516,2129,32387,0.587,1463,38,0.583,0.062
769170558,Existing Customer,53,M,3,Graduate,Single,$60K - $80K,Blue,47,6,4,3,16320,0,16320,0.757,1279,41,0.708,0
715884858,Existing Customer,38,M,2,High School,Married,$80K - $120K,Blue,36,5,3,3,2407,843,1564,1.008,1470,28,0.4,0.35
796343058,Existing Customer,49,F,2,High School,Single,Less than $40K,Blue,43,4,1,2,3538,0,3538,0.481,1265,38,0.462,0
718888308,Existing Customer,53,M,3,Graduate,Single,$80K - $120K,Blue,36,4,3,2,34516,2517,31999,0.741,1475,33,0.833,0.073
785114808,Existing Customer,46,M,2,Post-Graduate,Single,$40K - $60K,Silver,40,4,2,2,15459,0,15459,0.789,1419,30,0.667,0
709852908,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,36,5,3,3,4307,0,4307,0.745,1628,37,0.542,0
719679858,Existing Customer,58,F,2,Uneducated,Married,$40K - $60K,Blue,47,3,2,2,2848,1468,1380,0.517,1135,27,0.421,0.515
827108583,Existing Customer,55,M,3,High School,Single,$120K +,Blue,51,3,1,3,34516,1266,33250,0.846,1161,26,0.368,0.037
719781183,Existing Customer,57,M,4,High School,Married,$80K - $120K,Blue,38,4,1,3,15428,1553,13875,0.747,1916,40,0.538,0.101
710429358,Existing Customer,57,M,1,High School,Married,$40K - $60K,Blue,48,5,1,3,2544,1927,617,0.939,1346,30,0.364,0.757
798792408,Attrited Customer,48,M,3,High School,Married,$80K - $120K,Blue,42,1,1,3,9959,0,9959,0.688,805,24,0.143,0
710280558,Existing Customer,51,M,1,Graduate,Single,$60K - $80K,Blue,39,3,3,2,8796,2517,6279,0.492,1195,18,0.8,0.286
809825358,Existing Customer,53,F,3,Uneducated,Married,Less than $40K,Blue,48,6,1,3,3428,1566,1862,0.557,1155,34,0.545,0.457
714451833,Existing Customer,45,F,1,Doctorate,Single,Less than $40K,Blue,36,6,2,2,1438.3,0,1438.3,0.597,1431,34,0.545,0
713943783,Existing Customer,41,M,4,Post-Graduate,Married,$60K - $80K,Blue,32,5,3,2,18001,906,17095,0.62,1194,25,0.471,0.05
710706558,Existing Customer,51,F,4,Graduate,Single,Less than $40K,Blue,42,3,1,3,2680,1753,927,0.32,1154,33,0.571,0.654
713620308,Existing Customer,46,F,2,High School,Married,Less than $40K,Blue,35,6,4,3,4675,1734,2941,0.413,1232,34,0.545,0.371
813453408,Existing Customer,40,F,5,College,Married,Less than $40K,Blue,35,3,1,3,2448,1693,755,0.502,1269,30,0.875,0.692
818248383,Existing Customer,33,M,2,Doctorate,Married,$60K - $80K,Blue,28,3,3,3,4049,0,4049,0.898,1742,35,1.5,0
780106908,Existing Customer,53,M,1,High School,Single,$80K - $120K,Blue,38,6,2,2,8154,996,7158,0.594,1379,26,1,0.122
708938508,Existing Customer,63,M,1,High School,Married,$40K - $60K,Blue,36,5,3,2,4559,1571,2988,1.441,1870,35,0.842,0.345
709671708,Existing Customer,61,M,0,Uneducated,Single,$80K - $120K,Blue,36,4,2,1,19354,984,18370,0.956,1207,32,0.684,0.051
711204483,Attrited Customer,56,M,4,High School,Married,$60K - $80K,Blue,46,3,3,3,2340,1930,410,0.987,781,15,0.364,0.825
801728658,Existing Customer,53,M,2,Graduate,Single,$60K - $80K,Blue,47,6,3,0,13848,1389,12459,1.178,1773,38,0.407,0.1
713945883,Attrited Customer,62,F,2,Graduate,Married,Less than $40K,Blue,52,4,2,2,2490,513,1977,0.678,864,20,0.333,0.206
788370258,Existing Customer,37,M,4,Graduate,Married,$60K - $80K,Blue,30,5,3,2,2578,2517,61,0.896,1830,64,0.524,0.976
710383158,Existing Customer,49,M,3,Uneducated,Single,$80K - $120K,Silver,41,4,1,2,34516,0,34516,0.499,1506,47,0.516,0
711768858,Existing Customer,55,M,2,High School,Married,$80K - $120K,Blue,36,3,2,3,6514,2258,4256,0.785,1383,20,1.857,0.347
714888633,Existing Customer,50,M,1,Graduate,Married,$80K - $120K,Blue,42,3,3,4,4051,1183,2868,0.794,1837,57,0.629,0.292
712650333,Existing Customer,48,M,3,College,Married,$60K - $80K,Blue,37,3,3,2,11959,1665,10294,0.675,1191,40,0.481,0.139
719945433,Existing Customer,60,F,1,Uneducated,Divorced,$40K - $60K,Blue,48,3,2,2,2070,0,2070,0.708,1793,53,0.963,0
718344033,Existing Customer,47,M,2,College,Married,$120K +,Blue,35,4,3,2,3636,1010,2626,0.596,1564,59,0.686,0.278
715442958,Existing Customer,54,M,2,Uneducated,Married,$60K - $80K,Blue,36,3,3,3,11067,2517,8550,1.048,1843,38,1.235,0.227
780326883,Existing Customer,53,M,2,Doctorate,Married,$60K - $80K,Blue,40,3,3,3,11262,1435,9827,0.735,2165,61,0.649,0.127
711157833,Existing Customer,56,F,3,Graduate,Single,$40K - $60K,Blue,36,4,1,0,5108,1656,3452,0.711,1631,41,0.323,0.324
719704308,Existing Customer,56,F,4,High School,Married,$40K - $60K,Blue,36,5,1,1,2072,1543,529,0.486,1265,32,0.391,0.745
708772308,Existing Customer,41,M,3,Uneducated,Married,$80K - $120K,Blue,24,4,3,3,4119,1656,2463,0.561,1455,35,0.667,0.402
817663908,Existing Customer,60,F,1,Graduate,Married,$40K - $60K,Blue,42,5,3,3,5903,1335,4568,0.914,1137,27,0.929,0.226
709990983,Existing Customer,49,F,3,Post-Graduate,Married,$40K - $60K,Blue,36,6,2,2,5918,842,5076,0.56,1292,26,0.733,0.142
818045958,Existing Customer,46,M,4,Graduate,Single,$40K - $60K,Blue,41,5,3,2,6741,1745,4996,0.559,1682,46,0.438,0.259
716380683,Existing Customer,36,F,3,High School,Married,Less than $40K,Blue,36,6,1,2,3880,1542,2338,1.015,1598,39,0.5,0.397
778461408,Existing Customer,38,M,1,High School,Married,$80K - $120K,Blue,23,4,3,2,22149,987,21162,1.633,2409,36,0.8,0.045
713861733,Existing Customer,50,M,3,Graduate,Divorced,$80K - $120K,Blue,36,4,3,1,34516,1542,32974,0.869,1770,65,0.585,0.045
789291633,Existing Customer,62,M,0,Graduate,Married,$60K - $80K,Blue,51,3,2,0,5450,967,4483,0.701,1526,45,0.8,0.177
718325883,Existing Customer,39,M,2,Uneducated,Single,$40K - $60K,Blue,32,6,3,2,7723,1902,5821,1.181,1241,22,1,0.246
720344658,Existing Customer,38,M,2,College,Married,$80K - $120K,Blue,23,4,1,1,18226,1847,16379,0.845,1681,43,0.87,0.101
809292483,Existing Customer,44,F,4,College,Married,Less than $40K,Blue,39,4,2,2,8128,1846,6282,0.857,1224,32,0.778,0.227
779791008,Existing Customer,43,M,3,High School,Married,$80K - $120K,Blue,32,6,2,3,5851,1660,4191,0.786,1572,38,0.52,0.284
779557533,Existing Customer,54,M,1,Post-Graduate,Single,$80K - $120K,Blue,40,6,3,3,10260,942,9318,1.042,1566,50,0.562,0.092
779320983,Existing Customer,46,M,4,Uneducated,Single,$80K - $120K,Blue,28,4,3,2,19843,1178,18665,0.909,1638,49,0.633,0.059
718093233,Existing Customer,55,F,2,Post-Graduate,Married,Less than $40K,Blue,45,3,3,3,2163,0,2163,0.816,1349,47,0.88,0
719459358,Existing Customer,52,M,1,Doctorate,Married,$120K +,Blue,41,4,2,2,33864,989,32875,1.219,1751,48,0.92,0.029
717728808,Existing Customer,39,F,2,Graduate,Married,Less than $40K,Blue,26,3,1,2,4531,1214,3317,0.813,1414,40,0.333,0.268
788701608,Existing Customer,42,F,4,Graduate,Single,Less than $40K,Blue,26,5,2,3,2950,1705,1245,0.605,1260,32,0.6,0.578
778506633,Attrited Customer,43,F,4,College,Married,Less than $40K,Blue,23,6,2,3,7706,392,7314,0.764,965,27,0.421,0.051
716918508,Existing Customer,39,M,1,College,Single,$40K - $60K,Blue,24,4,3,3,3770,1197,2573,0.621,1602,49,0.441,0.318
717321783,Existing Customer,50,M,1,Uneducated,Single,$60K - $80K,Blue,45,5,2,2,10344,1274,9070,0.445,1617,47,0.424,0.123
799000008,Existing Customer,57,M,2,Post-Graduate,Divorced,$120K +,Blue,51,4,1,1,26437,1472,24965,0.742,1244,36,0.5,0.056
719068683,Existing Customer,52,F,1,High School,Married,$40K - $60K,Blue,36,5,1,2,3136,1864,1272,0.693,1036,25,0.25,0.594
709120008,Existing Customer,43,M,2,High School,Single,$60K - $80K,Blue,36,4,3,2,6976,0,6976,0.519,1217,39,1.438,0
709117533,Existing Customer,42,M,3,High School,Single,$80K - $120K,Blue,36,4,3,1,21134,1508,19626,0.505,1556,35,0.842,0.071
816594183,Existing Customer,58,F,2,Uneducated,Married,$40K - $60K,Blue,53,6,2,3,2019,1380,639,1.158,2005,62,0.59,0.684
789485433,Existing Customer,42,M,4,College,Married,$80K - $120K,Blue,34,3,2,3,34516,668,33848,0.678,1698,67,0.763,0.019
712881483,Existing Customer,55,M,1,Post-Graduate,Married,$80K - $120K,Blue,45,5,3,3,9959,1890,8069,1.043,2041,45,0.875,0.19
771492408,Existing Customer,40,F,2,Graduate,Married,Less than $40K,Blue,28,3,1,2,2421,1747,674,0.691,1346,30,1.308,0.722
711668283,Existing Customer,48,M,4,Uneducated,Married,$80K - $120K,Blue,37,5,6,3,30948,2404,28544,0.609,1511,35,0.207,0.078
712960308,Existing Customer,33,F,2,High School,Single,Less than $40K,Blue,36,4,1,1,8070,2350,5720,1.03,2117,61,0.649,0.291
713530833,Attrited Customer,58,M,2,Graduate,Married,$40K - $60K,Blue,48,2,3,3,4085,2238,1847,0.568,596,15,0.5,0.548
716144058,Existing Customer,36,F,1,College,Single,$40K - $60K,Blue,25,6,3,3,1888,0,1888,0.928,1886,66,0.65,0
778699908,Attrited Customer,43,M,2,Uneducated,Married,$60K - $80K,Blue,24,2,3,3,14447,0,14447,0.856,915,29,2.222,0
778623858,Existing Customer,58,M,0,Uneducated,Married,$80K - $120K,Blue,38,6,3,3,3785,1935,1850,1.558,1824,49,1.45,0.511
714665733,Existing Customer,42,M,4,Graduate,Single,$60K - $80K,Blue,36,5,1,0,2727,834,1893,0.568,1294,26,0.444,0.306
816089433,Existing Customer,49,M,4,Doctorate,Married,$60K - $80K,Blue,44,3,1,1,3343,1581,1762,1.146,1545,31,0.824,0.473
716991933,Attrited Customer,53,F,3,Uneducated,Single,Less than $40K,Blue,35,6,3,1,9786,0,9786,0.701,820,25,0.562,0
714534108,Existing Customer,45,F,2,High School,Married,$40K - $60K,Blue,36,4,1,3,6407,1884,4523,0.678,1675,47,0.469,0.294
787456608,Existing Customer,29,M,2,High School,Married,$80K - $120K,Blue,15,6,2,2,4158,1635,2523,0.778,1678,37,0.542,0.393
717090183,Existing Customer,60,M,1,Doctorate,Married,$120K +,Blue,50,6,1,2,21697,2144,19553,0.654,2117,48,0.655,0.099
772782708,Existing Customer,50,M,3,Post-Graduate,Single,$80K - $120K,Blue,40,5,2,2,31383,1688,29695,0.765,1721,56,0.75,0.054
710722908,Existing Customer,53,M,3,Doctorate,Single,$120K +,Blue,36,3,1,0,30883,1694,29189,0.86,1267,23,0.533,0.055
715271733,Existing Customer,50,F,2,Uneducated,Single,Less than $40K,Blue,37,3,3,0,8520,814,7706,0.504,1193,35,0.346,0.096
771706308,Existing Customer,46,M,2,Doctorate,Single,$80K - $120K,Blue,34,4,3,2,14310,694,13616,0.558,1254,34,0.478,0.048
780198258,Existing Customer,46,M,4,College,Single,$120K +,Blue,36,5,2,1,7793,1705,6088,0.597,1099,39,0.696,0.219
716290233,Existing Customer,43,F,3,Graduate,Married,$40K - $60K,Blue,33,6,2,3,4343,0,4343,0.563,1352,35,0.944,0
828298908,Existing Customer,54,M,4,Graduate,Married,$120K +,Blue,50,4,2,0,2872,2035,837,0.613,1770,47,0.741,0.709
720697908,Existing Customer,35,M,2,High School,Married,$40K - $60K,Blue,21,3,3,1,2967,1843,1124,0.681,1673,58,0.526,0.621
780598383,Existing Customer,35,M,3,Doctorate,Single,$40K - $60K,Blue,23,4,3,2,2148,1545,603,0.682,2167,65,0.512,0.719
715345833,Existing Customer,36,F,1,High School,Single,Less than $40K,Blue,36,6,3,1,6116,2517,3599,0.691,2369,56,0.75,0.412
712373208,Attrited Customer,43,M,3,Doctorate,Single,$60K - $80K,Blue,35,3,3,2,3312,0,3312,0.698,647,19,0.462,0
721433283,Existing Customer,39,F,1,High School,Single,$40K - $60K,Blue,20,3,2,2,9956,1117,8839,0.515,1447,39,0.696,0.112
720680058,Existing Customer,47,M,2,Post-Graduate,Married,Less than $40K,Blue,36,6,1,3,3888,1663,2225,0.664,1145,37,0.423,0.428
716909283,Existing Customer,60,M,1,Post-Graduate,Single,$80K - $120K,Blue,48,3,1,3,30655,0,30655,0.475,3280,78,0.625,0
754654383,Existing Customer,30,M,2,High School,Married,Less than $40K,Blue,23,4,2,0,2997,1393,1604,1.12,1577,35,0.522,0.465
779759058,Existing Customer,52,M,0,Graduate,Single,$120K +,Blue,41,6,3,2,3386,1794,1592,0.671,1736,40,1.105,0.53
715783758,Existing Customer,40,M,4,Graduate,Divorced,$120K +,Blue,30,5,3,3,25188,1295,23893,0.557,1513,38,0.583,0.051
771190083,Existing Customer,36,F,3,Post-Graduate,Single,Less than $40K,Blue,23,6,2,1,2410,1705,705,0.798,2505,69,0.568,0.707
779330208,Existing Customer,62,F,1,College,Married,Less than $40K,Blue,44,3,2,3,2378,1610,768,0.448,1807,45,0.607,0.677
807964908,Existing Customer,41,M,4,High School,Married,$60K - $80K,Blue,36,4,2,2,8013,2025,5988,0.789,1481,45,0.452,0.253
711748983,Existing Customer,30,M,1,High School,Married,$60K - $80K,Blue,17,3,3,2,7906,1631,6275,0.889,1946,45,0.552,0.206
718064283,Existing Customer,46,M,3,Uneducated,Divorced,$60K - $80K,Blue,34,4,3,0,11501,713,10788,0.84,1481,41,0.519,0.062
710492733,Existing Customer,29,M,0,Post-Graduate,Single,$40K - $60K,Blue,19,4,1,2,13632,1482,12150,0.893,2168,42,2.5,0.109
779016408,Existing Customer,37,F,3,Uneducated,Married,Less than $40K,Blue,27,6,1,3,2229,1791,438,1.139,1583,32,0.6,0.803
717787533,Existing Customer,51,F,1,High School,Married,Less than $40K,Blue,40,4,1,1,5158,2190,2968,0.426,1229,34,0.478,0.425
714851058,Existing Customer,31,M,0,Graduate,Married,$40K - $60K,Blue,21,3,3,0,2158,1729,429,1.1,1718,42,0.448,0.801
708455883,Attrited Customer,57,M,1,Graduate,Single,$80K - $120K,Blue,36,2,3,2,10244,861,9383,0.78,1127,29,0.381,0.084
709207458,Existing Customer,44,M,3,Graduate,Married,$40K - $60K,Blue,27,4,2,3,10747,1603,9144,0.471,1340,25,0.923,0.149
763895958,Attrited Customer,53,M,2,High School,Married,$120K +,Blue,46,4,3,1,7474,0,7474,0.858,732,21,0.615,0
715942683,Existing Customer,32,F,3,Graduate,Single,Less than $40K,Blue,36,3,1,3,3555,0,3555,0.813,2346,71,0.651,0
721301733,Existing Customer,53,M,1,Graduate,Married,$80K - $120K,Blue,38,6,3,2,22140,733,21407,0.987,1580,45,0.667,0.033
711927108,Attrited Customer,54,M,3,High School,Married,$80K - $120K,Blue,36,2,3,4,9457,350,9107,1.024,1196,28,0.333,0.037
717548358,Existing Customer,38,F,1,College,Married,Less than $40K,Blue,25,3,3,1,2580,2265,315,0.824,1665,57,0.629,0.878
713936583,Existing Customer,54,M,2,Graduate,Married,$60K - $80K,Blue,43,6,3,1,6224,1892,4332,0.983,2187,58,0.657,0.304
709682658,Existing Customer,37,F,4,High School,Single,$40K - $60K,Blue,36,5,3,1,3093,2517,576,0.855,1371,23,0.917,0.814
793889508,Existing Customer,48,F,2,Graduate,Married,$40K - $60K,Blue,42,4,3,3,4076,0,4076,0.808,1235,37,0.682,0
717420333,Existing Customer,37,M,1,High School,Single,$60K - $80K,Blue,26,4,3,2,7349,2517,4832,0.877,2701,60,0.714,0.342
768921933,Existing Customer,34,M,2,High School,Married,$60K - $80K,Blue,28,3,3,3,2853,2420,433,0.858,1750,47,0.808,0.848
716343408,Existing Customer,46,M,3,Graduate,Divorced,$80K - $120K,Blue,38,3,2,1,8475,1385,7090,0.611,1381,40,0.481,0.163
718909158,Existing Customer,38,M,1,College,Married,Less than $40K,Blue,25,6,3,3,5559,658,4901,0.627,1793,37,0.947,0.118
719471433,Existing Customer,31,F,0,Graduate,Married,Less than $40K,Blue,22,3,3,2,2917,2127,790,1.074,1831,36,1,0.729
711147483,Attrited Customer,46,F,3,Graduate,Single,Less than $40K,Blue,28,2,2,3,8551,1067,7484,0.931,1097,32,0.778,0.125
719788833,Existing Customer,47,M,3,High School,Married,$60K - $80K,Blue,36,6,2,3,10569,0,10569,0.838,1682,44,1,0
715168983,Existing Customer,47,F,3,Graduate,Married,Less than $40K,Blue,36,5,2,2,7051,0,7051,0.527,1451,37,0.194,0
714306258,Existing Customer,56,M,1,College,Married,$60K - $80K,Blue,46,3,2,1,10117,2242,7875,0.662,1509,44,0.467,0.222
710574558,Existing Customer,47,M,4,Graduate,Single,$80K - $120K,Blue,41,5,3,2,26442,1642,24800,0.651,1403,40,0.429,0.062
710947683,Existing Customer,64,F,0,Graduate,Married,Less than $40K,Blue,51,6,3,1,4920,1142,3778,0.507,1420,31,0.348,0.232
718923858,Existing Customer,42,M,1,College,Married,$60K - $80K,Silver,29,5,2,2,26750,1204,25546,0.428,1131,29,0.318,0.045
752666508,Existing Customer,41,M,4,College,Married,$80K - $120K,Silver,34,4,3,3,34516,1347,33169,0.801,1005,22,1,0.039
712672083,Existing Customer,65,F,0,High School,Married,Less than $40K,Blue,36,3,3,2,1438.3,747,691.3,0.491,948,24,0.714,0.519
719863758,Existing Customer,49,F,3,Post-Graduate,Married,$40K - $60K,Blue,41,6,2,2,1869,758,1111,0.91,1549,34,0.478,0.406
720990183,Attrited Customer,54,M,5,High School,Married,$60K - $80K,Blue,36,5,2,3,14539,0,14539,0.907,965,26,0.529,0
720718908,Existing Customer,46,M,3,Uneducated,Single,$120K +,Blue,36,5,1,3,26977,1961,25016,0.641,1958,41,1.05,0.073
708249708,Existing Customer,48,F,1,Doctorate,Married,Less than $40K,Blue,39,3,3,3,4844,1576,3268,0.809,1489,48,0.6,0.325
779506158,Existing Customer,39,F,1,College,Married,Less than $40K,Blue,22,3,1,2,3214,2257,957,1.279,2516,42,0.75,0.702
716608608,Attrited Customer,41,M,2,Uneducated,Married,$80K - $120K,Blue,33,5,3,3,8004,1452,6552,0.929,1084,32,0.524,0.181
824805858,Existing Customer,39,F,2,Uneducated,Single,Less than $40K,Blue,35,5,3,3,9235,1479,7756,0.843,1537,49,0.581,0.16
720840108,Existing Customer,44,M,0,Uneducated,Married,Less than $40K,Blue,24,5,3,0,8837,2103,6734,0.559,3753,60,0.875,0.238
813469458,Existing Customer,26,F,1,Graduate,Single,$40K - $60K,Blue,20,6,3,3,1438.3,673,765.3,0.595,2167,48,0.412,0.468
718870158,Existing Customer,47,M,4,High School,Married,$60K - $80K,Blue,34,5,2,3,4592,1635,2957,0.952,1772,52,0.486,0.356
788673708,Attrited Customer,57,F,2,High School,Married,$40K - $60K,Blue,45,2,1,3,1438.3,0,1438.3,1.036,1254,35,0.842,0
816513108,Existing Customer,54,M,4,Graduate,Married,$60K - $80K,Blue,49,3,1,2,5269,1099,4170,1.178,2195,63,0.969,0.209
823606983,Existing Customer,39,M,2,College,Married,$60K - $80K,Blue,35,4,3,2,7410,2517,4893,1.924,2398,37,1.176,0.34
717028158,Existing Customer,53,M,3,Graduate,Married,$120K +,Blue,44,3,2,3,12163,2082,10081,1.554,2649,56,0.697,0.171
714472608,Existing Customer,59,M,0,College,Married,Less than $40K,Blue,49,3,3,3,4250,1095,3155,0.947,1174,27,0.8,0.258
794340033,Existing Customer,34,F,3,Uneducated,Married,$40K - $60K,Blue,28,5,1,3,2799,1762,1037,0.986,1817,39,0.56,0.63
716462658,Existing Customer,47,M,4,Doctorate,Single,$80K - $120K,Blue,36,3,1,1,18037,0,18037,0.74,1387,36,0.333,0
718050033,Existing Customer,54,M,2,College,Married,$120K +,Blue,43,3,2,3,5657,1719,3938,0.606,2028,55,0.667,0.304
716341833,Existing Customer,53,F,3,College,Married,Less than $40K,Blue,44,6,2,3,4646,1730,2916,0.683,1774,37,0.85,0.372
719648358,Existing Customer,50,M,2,Graduate,Single,$80K - $120K,Blue,35,3,3,1,2514,1521,993,0.638,1636,36,0.385,0.605
816600933,Attrited Customer,56,M,0,College,Married,$80K - $120K,Blue,51,3,2,3,14501,0,14501,0.854,1031,25,0.389,0
714208533,Attrited Customer,43,M,3,High School,Married,$60K - $80K,Blue,36,1,3,3,8663,288,8375,0.639,916,33,0.32,0.033
713095533,Existing Customer,44,F,4,High School,Divorced,Less than $40K,Blue,36,5,3,3,2333,1485,848,0.692,1198,31,0.722,0.637
809967783,Existing Customer,34,F,4,Graduate,Divorced,$40K - $60K,Blue,26,5,5,3,3038,1539,1499,0.707,2189,54,0.688,0.507
720426708,Attrited Customer,56,M,3,High School,Single,$60K - $80K,Blue,45,2,1,3,8512,0,8512,1.038,811,27,1.25,0
713743158,Existing Customer,47,M,1,Graduate,Married,$60K - $80K,Blue,36,4,3,2,19063,1714,17349,0.786,1270,21,0.615,0.09
721279083,Existing Customer,53,M,4,Graduate,Single,$80K - $120K,Blue,33,5,3,3,5376,1177,4199,0.939,1840,53,0.606,0.219
714970458,Existing Customer,39,F,2,High School,Married,$40K - $60K,Blue,29,6,1,1,9173,2047,7126,1.419,1807,33,0.737,0.223
719070108,Existing Customer,44,M,2,Graduate,Married,$80K - $120K,Silver,35,4,1,3,34516,1726,32790,0.867,1729,52,0.677,0.05
714989583,Existing Customer,46,M,2,Graduate,Married,$60K - $80K,Blue,36,3,2,3,15405,1691,13714,0.814,1763,44,0.189,0.11
715901508,Existing Customer,35,M,1,High School,Married,$80K - $120K,Blue,25,6,1,2,23991,2307,21684,0.912,1843,43,0.72,0.096
710370483,Existing Customer,39,F,4,College,Married,Less than $40K,Blue,31,4,3,3,1888,1292,596,0.772,1517,33,1.357,0.684
778573233,Existing Customer,61,F,1,Graduate,Married,Less than $40K,Blue,54,3,2,2,3102,2091,1011,0.704,1977,50,1,0.674
708833133,Existing Customer,40,F,3,Graduate,Divorced,Less than $40K,Blue,29,5,2,2,3170,2517,653,1.301,2027,49,0.815,0.794
719885883,Existing Customer,53,M,3,College,Single,$120K +,Blue,36,6,2,0,34516,1901,32615,0.914,1497,43,1.15,0.055
708134283,Existing Customer,35,M,2,Uneducated,Married,Less than $40K,Blue,36,4,3,3,3131,629,2502,0.749,1483,31,0.632,0.201
708983658,Attrited Customer,51,M,2,Uneducated,Single,$120K +,Blue,39,3,3,1,16868,0,16868,0.938,940,25,0.471,0
766285608,Existing Customer,42,M,3,High School,Single,$40K - $60K,Blue,35,4,3,3,3266,1900,1366,1.568,2183,56,0.75,0.582
798035358,Existing Customer,46,F,4,High School,Single,Less than $40K,Blue,40,3,2,2,3556,2172,1384,0.402,1221,41,0.708,0.611
719391783,Existing Customer,46,M,4,Uneducated,Married,$40K - $60K,Blue,35,3,2,2,9149,1566,7583,0.971,1790,60,0.765,0.171
780713058,Existing Customer,46,M,3,High School,Married,$60K - $80K,Blue,35,4,3,3,14701,1635,13066,0.618,3490,69,0.533,0.111
779338683,Existing Customer,62,M,1,Graduate,Married,$60K - $80K,Blue,44,5,2,2,14825,962,13863,0.76,1904,49,0.531,0.065
783387783,Existing Customer,55,M,2,Uneducated,Divorced,$60K - $80K,Blue,49,4,5,3,10127,1873,8254,0.573,1647,53,0.472,0.185
787800108,Existing Customer,55,M,2,College,Married,$80K - $120K,Blue,45,5,1,2,2929,2431,498,1.632,1903,39,0.625,0.83
721397808,Existing Customer,32,M,0,High School,Married,$40K - $60K,Blue,24,5,2,0,3735,1176,2559,1.184,1564,41,0.708,0.315
778698408,Existing Customer,37,F,4,Uneducated,Married,Less than $40K,Blue,18,5,1,2,2930,2024,906,0.903,1686,34,0.7,0.691
716032233,Existing Customer,42,M,2,College,Married,$80K - $120K,Blue,32,5,2,2,22120,1805,20315,0.65,3981,65,0.667,0.082
717835908,Existing Customer,33,M,2,Post-Graduate,Married,$80K - $120K,Blue,22,3,3,3,1438.3,681,757.3,1.542,2730,48,0.778,0.473
778663458,Attrited Customer,65,M,1,High School,Married,Less than $40K,Blue,47,3,2,1,1759,0,1759,1.058,821,18,0.5,0
716024808,Attrited Customer,57,M,1,Graduate,Married,$80K - $120K,Blue,36,3,3,3,4829,2418,2411,0.601,938,21,0.4,0.501
794831733,Existing Customer,45,F,5,Graduate,Married,Less than $40K,Blue,39,4,3,2,2156,1208,948,0.569,1345,28,0.647,0.56
713854608,Existing Customer,62,M,1,Uneducated,Married,$60K - $80K,Blue,36,6,3,3,9521,1669,7852,1.308,2444,63,0.4,0.175
715993608,Existing Customer,51,M,2,College,Single,$120K +,Blue,41,6,3,2,26714,2517,24197,0.758,1686,50,0.724,0.094
789368658,Existing Customer,57,M,2,Graduate,Married,$80K - $120K,Blue,47,6,2,3,2092,1387,705,0.731,1468,30,0.304,0.663
708098133,Existing Customer,32,F,0,Graduate,Married,Less than $40K,Blue,19,6,1,0,2834,1418,1416,1.458,1598,39,0.773,0.5
801499908,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,37,4,3,2,4724,2056,2668,0.423,1232,31,0.55,0.435
721129383,Existing Customer,53,F,1,Doctorate,Married,Less than $40K,Blue,36,3,1,2,3128,2517,611,0.696,2361,42,0.826,0.805
721249158,Attrited Customer,42,M,2,Uneducated,Single,$60K - $80K,Blue,30,2,2,3,6414,0,6414,0.718,708,14,0.4,0
721049658,Existing Customer,53,M,3,Graduate,Single,$80K - $120K,Blue,34,6,3,0,2506,0,2506,0.598,1687,62,0.59,0
714886533,Existing Customer,60,F,2,High School,Married,Less than $40K,Blue,36,4,3,2,3460,2517,943,1.144,1752,34,1.125,0.727
772375533,Existing Customer,30,M,1,Graduate,Married,$80K - $120K,Blue,19,5,3,2,9959,2377,7582,1.1,1560,39,0.696,0.239
826775058,Existing Customer,43,F,3,Uneducated,Married,Less than $40K,Blue,39,4,1,2,4175,2517,1658,0.551,1520,36,0.44,0.603
711878733,Existing Customer,60,M,1,Uneducated,Married,$60K - $80K,Blue,48,3,1,3,10264,2073,8191,0.62,1685,45,0.364,0.202
714550383,Existing Customer,46,M,2,High School,Single,$40K - $60K,Blue,36,4,3,3,4129,0,4129,0.96,1678,40,1,0
712636308,Existing Customer,65,F,2,High School,Married,$40K - $60K,Blue,45,6,2,2,2658,1514,1144,1.193,1627,26,1,0.57
772139433,Existing Customer,44,F,2,College,Single,$40K - $60K,Blue,33,4,2,3,4589,1240,3349,0.856,1637,61,0.906,0.27
709058808,Existing Customer,56,F,2,College,Married,Less than $40K,Blue,36,6,1,2,2781,1035,1746,0.816,1707,42,1.211,0.372
710111733,Existing Customer,48,M,2,High School,Married,$80K - $120K,Blue,39,5,1,3,8091,1996,6095,0.646,1360,28,0.647,0.247
761544333,Existing Customer,37,F,4,College,Married,$40K - $60K,Blue,30,4,4,3,3417,2517,900,0.992,1641,32,0.882,0.737
788814783,Existing Customer,39,M,1,Uneducated,Single,$60K - $80K,Blue,22,4,3,3,9204,845,8359,0.673,1820,58,0.611,0.092
715034358,Existing Customer,41,M,2,Graduate,Married,$120K +,Blue,32,5,2,3,14302,2097,12205,0.407,1505,35,0.591,0.147
709624533,Existing Customer,55,F,2,High School,Married,Less than $40K,Blue,45,5,2,0,3187,2517,670,1.144,1627,38,0.652,0.79
709942383,Existing Customer,34,M,1,Graduate,Married,$80K - $120K,Blue,36,5,3,2,6313,782,5531,0.931,1703,34,0.889,0.124
713378133,Existing Customer,54,F,0,Post-Graduate,Single,Less than $40K,Silver,39,6,2,3,11696,2288,9408,0.973,2445,60,0.765,0.196
709217358,Existing Customer,40,M,3,Post-Graduate,Married,$80K - $120K,Blue,36,5,3,2,20371,1832,18539,0.907,1665,45,0.8,0.09
720998358,Existing Customer,52,M,0,High School,Married,$120K +,Silver,41,3,3,1,34516,1043,33473,0.562,1489,38,0.357,0.03
721051908,Existing Customer,45,M,3,Graduate,Single,$60K - $80K,Blue,33,3,1,3,7552,0,7552,0.463,1393,32,0.455,0
715232058,Existing Customer,61,M,0,Post-Graduate,Married,$40K - $60K,Blue,53,5,1,2,5561,1434,4127,1.423,1820,42,0.826,0.258
806250783,Existing Customer,57,F,2,High School,Married,Less than $40K,Blue,52,6,3,2,1441,0,1441,1.364,2742,58,0.758,0
826477083,Existing Customer,48,F,2,College,Married,Less than $40K,Blue,44,5,1,3,4570,2439,2131,0.693,1520,34,0.7,0.534
788728608,Existing Customer,34,M,0,High School,Married,$40K - $60K,Blue,13,3,3,2,3870,1394,2476,0.827,1588,36,0.714,0.36
717190533,Existing Customer,49,M,4,High School,Married,$60K - $80K,Blue,36,6,3,2,12938,661,12277,0.725,1282,32,0.778,0.051
716580033,Existing Customer,53,M,3,High School,Married,$120K +,Blue,36,3,1,3,21178,1796,19382,1.182,1872,59,1.107,0.085
711644508,Existing Customer,34,M,2,Uneducated,Single,$80K - $120K,Blue,36,3,2,0,12182,1136,11046,0.753,2295,63,0.5,0.093
714334383,Existing Customer,54,M,2,Graduate,Married,$60K - $80K,Blue,42,6,2,0,3583,0,3583,1.088,1065,28,1.545,0
720611058,Existing Customer,40,M,3,Graduate,Single,$120K +,Blue,27,4,2,3,17018,0,17018,0.69,1550,47,0.621,0
713845083,Attrited Customer,41,F,4,High School,Single,Less than $40K,Blue,36,6,2,3,4203,2517,1686,0.771,1489,43,0.536,0.599
713756508,Existing Customer,46,M,3,Graduate,Divorced,Less than $40K,Blue,36,5,1,3,4213,997,3216,0.668,1264,30,0.667,0.237
735565158,Existing Customer,46,M,4,Graduate,Married,$60K - $80K,Blue,33,6,2,2,21548,1180,20368,0.52,1582,38,0.652,0.055
717180633,Existing Customer,59,M,1,Post-Graduate,Married,$40K - $60K,Blue,36,4,2,2,2483,1372,1111,1.642,1704,35,0.458,0.553
717295683,Existing Customer,50,M,0,Doctorate,Single,$80K - $120K,Blue,38,5,2,2,3460,1881,1579,0.622,1546,35,1.059,0.544
710070183,Existing Customer,53,F,1,High School,Single,Less than $40K,Blue,36,3,2,2,2615,1772,843,0.611,1419,38,0.357,0.678
789605658,Existing Customer,42,F,1,Doctorate,Married,$40K - $60K,Blue,35,4,3,2,2985,2355,630,0.602,1065,27,0.588,0.789
710045058,Existing Customer,46,M,5,High School,Married,$40K - $60K,Silver,28,5,1,3,18797,2158,16639,0.446,1364,40,0.538,0.115
710164683,Existing Customer,33,M,1,Graduate,Married,$60K - $80K,Blue,22,3,1,3,2859,2517,342,1.254,2247,36,0.636,0.88
710802258,Existing Customer,46,F,2,Graduate,Married,Less than $40K,Blue,38,4,3,0,2888,2245,643,0.772,1111,26,0.368,0.777
721036233,Existing Customer,61,M,0,High School,Married,$60K - $80K,Blue,36,4,3,3,9172,1567,7605,1.451,1836,42,0.75,0.171
710036508,Existing Customer,42,M,5,Uneducated,Married,$40K - $60K,Blue,34,5,3,2,14281,1519,12762,0.256,1164,35,0.522,0.106
717776808,Existing Customer,47,F,4,Graduate,Single,Less than $40K,Blue,39,3,2,3,7353,1450,5903,0.739,2005,54,0.459,0.197
714906033,Existing Customer,47,F,2,Graduate,Single,Less than $40K,Blue,36,6,2,2,5145,0,5145,0.693,1588,35,0.944,0
714273708,Existing Customer,53,F,4,Graduate,Married,$40K - $60K,Blue,36,3,2,3,4753,2472,2281,1.274,2242,49,0.815,0.52
721117533,Existing Customer,46,F,3,Graduate,Single,Less than $40K,Blue,26,3,3,3,2171,1418,753,0.505,1415,45,0.406,0.653
715374558,Existing Customer,26,M,0,College,Divorced,Less than $40K,Blue,36,5,2,3,4150,456,3694,1.126,2483,74,0.542,0.11
824807658,Existing Customer,45,M,3,Graduate,Married,$60K - $80K,Blue,41,6,3,3,9106,2477,6629,0.515,1239,33,0.737,0.272
714940608,Existing Customer,36,M,2,High School,Divorced,$40K - $60K,Blue,36,3,3,2,2686,1733,953,0.706,2057,53,0.71,0.645
717561108,Existing Customer,52,M,1,Graduate,Married,$80K - $120K,Blue,36,4,3,2,34516,549,33967,0.78,1629,32,0.778,0.016
717127083,Existing Customer,37,M,3,Graduate,Married,$120K +,Blue,25,3,3,0,15017,1733,13284,0.635,2076,58,0.487,0.115
772460508,Existing Customer,53,M,1,Uneducated,Married,$40K - $60K,Blue,43,3,1,2,4426,1530,2896,0.518,1231,34,0.214,0.346
720484908,Existing Customer,65,F,1,Post-Graduate,Married,$40K - $60K,Blue,52,5,3,3,2155,0,2155,1.423,1655,27,1.25,0
794664183,Existing Customer,38,M,0,Uneducated,Married,$60K - $80K,Blue,19,3,1,3,3238,2146,1092,0.673,1501,45,0.667,0.663
797488158,Existing Customer,52,M,2,High School,Married,$60K - $80K,Blue,46,5,3,0,14316,1081,13235,0.67,1313,36,0.636,0.076
708543258,Existing Customer,36,M,3,High School,Married,$80K - $120K,Blue,36,5,3,2,2607,1880,727,1.464,2045,39,0.95,0.721
778706508,Existing Customer,43,M,4,College,Married,$60K - $80K,Blue,24,3,5,4,6231,0,6231,1.054,1448,30,0.875,0
713650683,Existing Customer,65,F,0,Graduate,Married,Less than $40K,Blue,56,4,1,4,3094,2266,828,0.724,1591,37,0.321,0.732
772532208,Attrited Customer,51,F,2,Doctorate,Married,Less than $40K,Blue,41,2,2,3,6630,916,5714,0.927,842,24,0.5,0.138
778929783,Attrited Customer,40,M,3,Graduate,Divorced,$80K - $120K,Blue,22,2,2,3,1925,0,1925,0.672,781,28,0.75,0
712821333,Existing Customer,60,M,0,Uneducated,Married,$60K - $80K,Blue,47,3,3,3,9452,2517,6935,0.73,1825,50,0.613,0.266
721120008,Existing Customer,43,F,2,Uneducated,Single,$40K - $60K,Blue,29,6,3,2,2162,1377,785,0.6,1555,29,0.706,0.637
709633533,Existing Customer,31,M,2,Uneducated,Married,Less than $40K,Blue,18,3,2,4,1438.3,0,1438.3,1.561,2789,50,1.083,0
710789058,Existing Customer,55,M,1,Graduate,Single,$120K +,Blue,42,4,2,3,34516,1478,33038,0.967,1308,41,0.414,0.043
716174433,Existing Customer,65,F,1,College,Married,Less than $40K,Blue,54,3,3,3,2888,1134,1754,1.479,2489,54,0.742,0.393
789886533,Existing Customer,54,F,1,High School,Married,Less than $40K,Blue,44,3,3,3,3947,1746,2201,0.478,1110,21,0.4,0.442
721038408,Existing Customer,38,F,2,High School,Married,Less than $40K,Blue,27,4,1,2,1830,0,1830,0.736,1741,43,0.654,0
713325108,Existing Customer,36,M,2,Post-Graduate,Married,$60K - $80K,Blue,29,5,3,3,7712,2517,5195,0.676,1845,40,0.739,0.326
708431433,Existing Customer,41,M,3,Graduate,Married,$120K +,Blue,31,3,3,2,11789,1420,10369,0.659,1463,32,0.684,0.12
716996583,Existing Customer,50,M,3,High School,Divorced,$120K +,Blue,37,3,1,2,3073,1792,1281,1.099,1734,35,1.188,0.583
718699683,Existing Customer,48,M,3,College,Married,$80K - $120K,Silver,36,6,2,2,34516,0,34516,0.691,1733,54,0.636,0
716604633,Existing Customer,55,F,2,Post-Graduate,Married,$40K - $60K,Blue,46,6,2,2,6725,2025,4700,0.604,1865,53,0.767,0.301
713053383,Attrited Customer,42,M,3,Graduate,Married,$80K - $120K,Blue,36,1,1,3,34516,781,33735,0.803,853,12,0.091,0.023
709979583,Existing Customer,54,M,3,Graduate,Married,$120K +,Blue,46,3,1,3,34516,854,33662,0.928,1999,54,0.8,0.025
709380333,Existing Customer,57,M,1,Uneducated,Married,$120K +,Blue,36,6,2,3,24545,1735,22810,0.664,1671,45,0.5,0.071
778574283,Existing Customer,53,F,1,Uneducated,Married,$40K - $60K,Blue,46,5,2,3,1438.3,0,1438.3,0.743,2118,64,0.455,0
789875883,Existing Customer,41,F,4,Uneducated,Single,Less than $40K,Blue,31,5,1,2,2490,627,1863,0.345,1391,45,0.364,0.252
714661233,Existing Customer,39,M,1,Graduate,Single,$120K +,Blue,24,6,2,4,10074,2517,7557,0.77,1729,52,0.926,0.25
813915933,Existing Customer,45,M,2,Graduate,Divorced,$40K - $60K,Blue,40,3,3,2,2259,954,1305,0.695,1393,35,0.842,0.422
708358683,Existing Customer,46,M,2,Graduate,Married,$80K - $120K,Silver,35,6,3,2,34516,1236,33280,0.549,1665,40,0.667,0.036
824761458,Existing Customer,54,M,2,High School,Married,$80K - $120K,Blue,50,4,2,3,9519,1936,7583,0.929,2489,62,1,0.203
803595858,Attrited Customer,56,F,3,High School,Married,$40K - $60K,Blue,51,5,2,1,1438.3,0,1438.3,0.597,594,14,0.556,0
716198358,Existing Customer,33,F,4,Post-Graduate,Married,$40K - $60K,Blue,36,4,2,3,2372,1887,485,0.8,1852,55,0.618,0.796
714173808,Existing Customer,44,F,4,Graduate,Single,Less than $40K,Blue,34,5,1,2,4214,1249,2965,0.542,1389,34,0.478,0.296
709465758,Existing Customer,62,F,1,Post-Graduate,Married,Less than $40K,Blue,53,3,1,3,1438.3,0,1438.3,0.699,902,31,0.409,0
717364458,Existing Customer,36,F,3,High School,Married,Less than $40K,Blue,26,6,1,4,4331,1445,2886,1.07,2053,33,1.75,0.334
710754933,Attrited Customer,61,F,0,Graduate,Married,Less than $40K,Blue,49,6,2,3,1438.3,0,1438.3,0.94,840,20,0.818,0
718362783,Attrited Customer,35,M,2,Graduate,Married,$80K - $120K,Blue,27,3,2,3,12643,0,12643,0.393,787,21,0.167,0
708267858,Existing Customer,65,F,0,High School,Married,$40K - $60K,Blue,36,5,2,3,6088,2145,3943,1.371,2098,52,0.733,0.352
708856983,Attrited Customer,36,M,3,Post-Graduate,Married,$120K +,Blue,27,2,1,2,13873,0,13873,0.233,694,18,0.286,0
715588908,Existing Customer,42,F,4,Graduate,Single,Less than $40K,Blue,32,3,2,3,6158,0,6158,1.411,3132,66,0.784,0
772674933,Existing Customer,51,M,1,Uneducated,Married,$80K - $120K,Blue,41,5,3,3,5638,808,4830,0.781,2036,50,0.613,0.143
720148983,Existing Customer,54,F,1,Uneducated,Married,Less than $40K,Blue,40,5,2,4,2178,1144,1034,1.585,1724,47,1.043,0.525
769732233,Existing Customer,40,M,5,Graduate,Married,$80K - $120K,Blue,34,6,2,4,11942,1651,10291,0.598,1085,29,0.208,0.138
713030958,Existing Customer,57,F,2,College,Married,Less than $40K,Blue,44,6,3,2,3914,0,3914,0.524,1964,54,0.8,0
711320508,Existing Customer,57,M,4,Graduate,Married,$80K - $120K,Blue,49,4,2,4,3038,1410,1628,0.644,1762,34,0.7,0.464
795795408,Existing Customer,53,M,2,Uneducated,Married,$40K - $60K,Blue,47,3,1,3,5579,1423,4156,0.503,1514,47,1.136,0.255
717904383,Existing Customer,40,M,2,Graduate,Married,$80K - $120K,Blue,31,5,1,2,18693,2052,16641,0.5,1516,44,0.63,0.11
714115533,Existing Customer,28,M,0,Graduate,Married,Less than $40K,Blue,18,5,1,3,2943,1789,1154,1.271,2591,55,0.897,0.608
712475733,Existing Customer,38,F,3,High School,Married,Less than $40K,Blue,28,4,2,3,2435,1888,547,0.922,1847,39,0.696,0.775
718996758,Existing Customer,37,F,2,Graduate,Married,Less than $40K,Blue,30,5,2,2,2077,1392,685,1.553,1629,36,1.25,0.67
718301508,Existing Customer,41,M,2,High School,Married,$60K - $80K,Blue,30,6,3,2,9428,1765,7663,0.587,1457,43,0.593,0.187
714831033,Existing Customer,54,M,5,Graduate,Married,$80K - $120K,Blue,47,4,1,3,6065,1728,4337,0.417,1114,27,0.688,0.285
721265883,Existing Customer,26,M,1,Graduate,Single,Less than $40K,Blue,13,3,3,2,2174,1514,660,0.607,2510,44,0.294,0.696
773448558,Existing Customer,46,M,3,Graduate,Divorced,$80K - $120K,Blue,40,6,3,3,3673,2292,1381,0.637,1257,34,0.545,0.624
712003083,Existing Customer,55,M,1,Graduate,Married,$80K - $120K,Blue,36,3,2,4,34516,2102,32414,0.912,1612,33,0.737,0.061
754282908,Existing Customer,50,F,1,Post-Graduate,Married,Less than $40K,Blue,43,3,1,3,3368,844,2524,0.838,2022,59,0.686,0.251
717412608,Attrited Customer,38,F,2,High School,Married,$40K - $60K,Blue,28,3,2,2,7225,0,7225,0.419,738,16,0.231,0
719412258,Existing Customer,39,F,3,Graduate,Single,Less than $40K,Blue,30,5,3,4,5202,815,4387,1.108,1558,48,0.778,0.157
717683583,Existing Customer,39,M,3,High School,Single,$60K - $80K,Blue,36,4,2,3,6929,1691,5238,0.534,1388,27,0.929,0.244
820584408,Existing Customer,49,F,3,Graduate,Single,Less than $40K,Blue,44,3,3,2,4364,1507,2857,1.05,1392,38,1.375,0.345
719392833,Existing Customer,45,F,3,Graduate,Married,Less than $40K,Blue,38,3,3,2,2400,1613,787,0.629,1311,34,0.417,0.672
718595583,Existing Customer,55,M,3,Graduate,Married,$80K - $120K,Blue,36,3,2,3,25878,1733,24145,0.438,1777,54,0.862,0.067
778508883,Existing Customer,44,M,5,Graduate,Married,$120K +,Blue,24,4,1,4,11876,1926,9950,0.51,1367,33,0.737,0.162
711999783,Existing Customer,41,M,3,Uneducated,Married,$80K - $120K,Blue,31,4,2,2,4740,1348,3392,0.472,1406,23,0.533,0.284
712120608,Attrited Customer,35,M,3,College,Married,$80K - $120K,Blue,27,3,2,3,3575,1884,1691,0.384,861,15,1.5,0.527
720848733,Existing Customer,38,M,1,High School,Married,$80K - $120K,Blue,24,4,3,2,13363,1230,12133,0.688,1815,33,0.435,0.092
826723308,Existing Customer,58,M,3,College,Married,$120K +,Blue,54,5,1,4,3452,2088,1364,0.768,1008,21,0.4,0.605
801369258,Existing Customer,47,F,5,Post-Graduate,Married,$40K - $60K,Blue,41,6,2,2,4466,777,3689,1.02,1757,59,0.595,0.174
709584483,Existing Customer,33,F,3,Graduate,Married,Less than $40K,Blue,25,4,1,4,3030,2517,513,0.785,1805,44,0.467,0.831
715708308,Existing Customer,54,F,3,Doctorate,Married,$40K - $60K,Blue,39,3,1,3,2112,1594,518,1.204,1338,29,2.222,0.755
779707308,Existing Customer,35,F,1,Graduate,Married,Less than $40K,Blue,18,5,1,2,7583,1619,5964,1.468,2229,53,1.208,0.214
711688158,Existing Customer,47,M,5,Graduate,Single,$120K +,Blue,27,5,3,4,11760,2306,9454,0.616,1498,49,0.96,0.196
711848658,Existing Customer,35,M,3,College,Married,$60K - $80K,Blue,17,3,3,2,2259,1776,483,1.292,1790,31,0.824,0.786
715855083,Existing Customer,48,M,4,High School,Married,$80K - $120K,Blue,36,6,2,4,19762,507,19255,0.85,2793,67,0.595,0.026
778971408,Existing Customer,36,M,4,Doctorate,Married,$60K - $80K,Blue,17,5,2,4,2803,1848,955,0.614,1968,64,0.524,0.659
711648708,Existing Customer,44,M,3,Graduate,Married,$80K - $120K,Blue,36,3,3,2,25666,756,24910,0.69,4088,84,0.867,0.029
713149683,Existing Customer,44,F,3,College,Single,Less than $40K,Blue,24,5,1,4,9297,1668,7629,0.521,1264,31,0.632,0.179
771903033,Existing Customer,36,F,1,Graduate,Married,Less than $40K,Blue,25,5,1,2,2999,1247,1752,0.962,2017,40,0.6,0.416
737925558,Existing Customer,64,M,0,Doctorate,Married,$40K - $60K,Blue,56,3,2,2,4234,1893,2341,0.585,1439,42,0.355,0.447
803347908,Existing Customer,34,F,1,Graduate,Single,Less than $40K,Gold,28,4,3,2,15987,0,15987,1.494,2327,65,0.806,0
817285758,Existing Customer,49,M,4,Graduate,Single,$80K - $120K,Blue,33,5,5,3,16435,0,16435,0.676,1721,56,0.514,0
711480108,Existing Customer,37,M,4,High School,Married,$60K - $80K,Blue,24,3,1,4,5335,2145,3190,0.879,1888,43,0.433,0.402
709662708,Existing Customer,65,M,1,High School,Married,$40K - $60K,Blue,53,3,3,3,3506,1604,1902,0.574,1953,61,0.649,0.458
709224858,Existing Customer,53,M,2,Post-Graduate,Married,$80K - $120K,Blue,36,5,1,2,3610,1629,1981,0.821,1652,40,0.481,0.451
821771508,Existing Customer,32,M,0,High School,Married,$40K - $60K,Blue,28,5,1,2,3172,2055,1117,0.663,1939,36,0.636,0.648
710522433,Existing Customer,65,M,0,Graduate,Married,Less than $40K,Blue,46,3,2,2,2416,1499,917,0.905,2372,53,0.514,0.62
779046408,Existing Customer,60,M,0,Graduate,Married,$40K - $60K,Blue,41,3,2,4,2458,1880,578,0.759,1238,30,0.579,0.765
708595158,Existing Customer,27,F,0,Graduate,Single,Less than $40K,Blue,36,6,1,2,1677,1598,79,0.994,2389,43,0.536,0.953
757266933,Existing Customer,52,M,2,Post-Graduate,Married,$60K - $80K,Blue,45,4,1,4,11819,929,10890,0.773,2431,46,0.484,0.079
719904333,Existing Customer,29,M,0,Graduate,Married,$40K - $60K,Blue,36,3,3,4,1459,590,869,1.164,2229,52,1.08,0.404
718264233,Existing Customer,29,M,0,High School,Married,$40K - $60K,Blue,13,4,1,4,1458,671,787,1.583,2449,56,0.931,0.46
784798683,Existing Customer,38,M,2,High School,Married,$40K - $60K,Blue,32,3,2,2,1438.3,0,1438.3,0.846,1999,39,0.56,0
710899833,Attrited Customer,36,M,2,Graduate,Married,$40K - $60K,Blue,18,3,1,3,7758,1408,6350,0.365,569,23,0.643,0.181
780025908,Existing Customer,40,F,2,Post-Graduate,Married,Less than $40K,Silver,30,4,2,2,10836,1932,8904,0.563,1293,31,0.824,0.178
713610033,Existing Customer,47,M,3,Post-Graduate,Single,$60K - $80K,Blue,36,5,3,3,5062,1996,3066,0.591,1314,40,0.429,0.394
713086908,Existing Customer,26,M,0,High School,Single,$40K - $60K,Blue,36,5,2,2,2212,1670,542,0.777,2520,51,0.545,0.755
710032608,Existing Customer,52,F,1,Graduate,Single,Less than $40K,Blue,32,3,1,3,5927,2320,3607,0.544,1558,46,0.643,0.391
719776608,Existing Customer,50,M,2,Graduate,Married,$80K - $120K,Blue,37,3,1,3,3126,0,3126,0.824,1388,41,0.464,0
709220583,Existing Customer,34,M,3,Graduate,Divorced,$80K - $120K,Blue,21,6,4,2,4670,0,4670,0.883,2256,56,0.6,0
740852733,Existing Customer,49,M,3,High School,Married,$80K - $120K,Blue,42,4,1,2,10155,1805,8350,0.673,1685,49,0.815,0.178
709528308,Existing Customer,53,M,4,High School,Married,$80K - $120K,Blue,46,4,2,3,15242,1170,14072,0.496,1876,57,0.5,0.077
715127208,Existing Customer,48,M,3,Doctorate,Divorced,$120K +,Blue,36,4,3,2,34516,2517,31999,0.697,1699,48,0.846,0.073
817144458,Existing Customer,32,F,2,Graduate,Single,Less than $40K,Blue,17,5,1,2,1438.3,1228,210.3,1.132,2580,67,0.971,0.854
710628783,Existing Customer,38,M,4,High School,Single,$80K - $120K,Gold,36,6,1,3,34516,1140,33376,0.815,1445,45,0.957,0.033
772145658,Existing Customer,43,M,4,Uneducated,Single,$80K - $120K,Blue,32,4,1,3,16043,2036,14007,0.7,1394,28,0.75,0.127
739594758,Attrited Customer,51,F,2,Graduate,Single,Less than $40K,Blue,44,6,3,2,3181,2517,664,0.595,818,16,0.455,0.791
789198708,Existing Customer,58,M,3,Graduate,Married,$120K +,Blue,47,3,1,2,27088,0,27088,0.581,1135,24,0.846,0
720953658,Existing Customer,59,F,0,Graduate,Married,Less than $40K,Blue,36,5,3,4,5688,914,4774,1.099,1824,53,1.038,0.161
771330558,Existing Customer,51,M,4,High School,Married,$60K - $80K,Blue,38,5,2,3,10462,1824,8638,0.736,1267,31,0.55,0.174
714078558,Attrited Customer,62,F,1,High School,Married,$40K - $60K,Blue,53,2,1,1,5249,0,5249,0.758,1315,31,0.722,0
788826408,Existing Customer,33,M,1,Uneducated,Married,$120K +,Blue,16,6,1,3,10705,1352,9353,1.171,2434,58,0.812,0.126
790128033,Existing Customer,54,M,3,High School,Single,$80K - $120K,Blue,47,3,1,2,16494,1348,15146,0.759,1302,36,0.385,0.082
718082208,Existing Customer,37,F,1,Graduate,Married,$40K - $60K,Blue,30,5,3,4,6469,2351,4118,1.018,1717,50,0.667,0.363
711711483,Existing Customer,61,M,0,High School,Married,$80K - $120K,Blue,50,4,1,3,2800,2448,352,0.549,1433,40,0.481,0.874
709426608,Existing Customer,56,M,1,Doctorate,Married,$60K - $80K,Blue,46,5,2,4,5248,1816,3432,0.696,2305,45,0.731,0.346
811457058,Existing Customer,51,F,3,Post-Graduate,Married,Less than $40K,Blue,46,5,3,2,5881,2005,3876,0.659,1931,56,0.806,0.341
773073558,Existing Customer,44,F,3,Graduate,Divorced,Less than $40K,Blue,36,6,3,3,1467,896,571,0.692,1731,54,0.5,0.611
715937133,Existing Customer,64,F,1,Uneducated,Married,$40K - $60K,Blue,52,6,2,2,4999,2299,2700,0.716,1601,48,0.5,0.46
713693958,Existing Customer,38,F,1,Uneducated,Single,Less than $40K,Blue,27,6,3,4,8638,0,8638,0.489,1295,29,0.381,0
715443708,Existing Customer,53,M,1,Uneducated,Married,$120K +,Blue,45,5,1,3,9343,1286,8057,0.712,1385,31,0.722,0.138
770769483,Existing Customer,35,M,2,Post-Graduate,Married,$40K - $60K,Blue,21,3,1,3,2256,775,1481,0.879,1749,33,0.435,0.344
789326808,Existing Customer,26,M,0,College,Single,$60K - $80K,Blue,15,5,1,2,8267,1720,6547,0.633,1917,37,0.48,0.208
712105533,Existing Customer,32,M,2,High School,Single,$40K - $60K,Blue,20,6,3,4,2235,1638,597,0.912,2905,56,0.806,0.733
720674133,Existing Customer,36,M,1,Uneducated,Married,$40K - $60K,Blue,16,5,3,2,3735,2027,1708,0.79,1672,48,0.655,0.543
779216358,Attrited Customer,48,M,2,College,Married,$80K - $120K,Blue,38,2,2,3,2111,0,2111,0.531,773,17,0.133,0
710279508,Existing Customer,52,M,2,Graduate,Married,$80K - $120K,Blue,42,5,3,2,21782,1006,20776,0.654,1537,35,0.591,0.046
712168833,Existing Customer,52,F,1,High School,Married,Less than $40K,Blue,36,6,3,3,2133,1469,664,0.831,1426,37,0.682,0.689
780581508,Existing Customer,58,F,1,Doctorate,Single,$40K - $60K,Silver,47,5,2,4,16677,1590,15087,0.885,1410,37,0.609,0.095
711957708,Existing Customer,38,F,2,Graduate,Married,Less than $40K,Blue,36,6,3,4,2717,1591,1126,1.596,2064,33,1.062,0.586
778782858,Existing Customer,60,M,1,Graduate,Single,Less than $40K,Blue,48,5,3,3,3980,930,3050,0.72,4449,82,0.608,0.234
709366458,Existing Customer,43,F,3,College,Married,Less than $40K,Blue,36,3,2,4,2227,1394,833,1.481,1972,41,0.864,0.626
796990908,Existing Customer,35,M,3,Post-Graduate,Single,$80K - $120K,Silver,29,5,3,2,34516,1872,32644,1.068,2227,61,1.103,0.054
715702758,Existing Customer,38,F,4,Graduate,Married,Less than $40K,Blue,36,4,3,3,1860,0,1860,0.992,1731,29,0.611,0
787438983,Existing Customer,43,M,3,College,Single,$40K - $60K,Blue,23,6,2,2,4559,1664,2895,0.871,1652,37,0.609,0.365
713834358,Existing Customer,36,F,2,Post-Graduate,Married,Less than $40K,Blue,25,5,3,4,4701,1492,3209,0.805,1679,32,0.455,0.317
710084883,Existing Customer,34,M,2,College,Married,$80K - $120K,Blue,22,4,2,4,1631,0,1631,1.893,2962,57,1.111,0
788915283,Existing Customer,43,F,2,College,Single,Less than $40K,Blue,29,5,1,2,2304,1589,715,0.872,1273,36,0.895,0.69
714916758,Existing Customer,48,F,2,Uneducated,Married,$40K - $60K,Blue,36,3,3,2,5210,0,5210,0.531,1309,45,0.607,0
789611283,Existing Customer,44,M,4,Graduate,Married,$40K - $60K,Blue,38,5,2,3,5452,2091,3361,0.813,1347,30,0.5,0.384
773288958,Existing Customer,38,M,1,Graduate,Married,$60K - $80K,Blue,31,6,3,3,7475,1473,6002,0.775,1592,30,0.429,0.197
811721133,Existing Customer,62,M,1,High School,Married,$40K - $60K,Blue,56,5,3,3,2359,1242,1117,1.043,2021,50,0.613,0.526
798110358,Existing Customer,64,F,1,High School,Married,$40K - $60K,Blue,56,4,2,4,1438.3,0,1438.3,0.693,1417,35,0.591,0
826478958,Existing Customer,52,M,1,College,Married,$80K - $120K,Blue,48,4,3,3,2066,1601,465,0.742,1578,41,0.414,0.775
719127558,Existing Customer,43,M,2,High School,Divorced,$80K - $120K,Blue,31,6,2,4,34516,1075,33441,0.727,3015,65,0.477,0.031
712454958,Existing Customer,40,M,5,Graduate,Single,$60K - $80K,Blue,27,6,1,2,2742,1416,1326,0.761,1539,38,1.111,0.516
718561458,Existing Customer,54,M,1,High School,Married,$60K - $80K,Blue,36,4,1,4,20050,1225,18825,0.907,1306,26,0.238,0.061
822984108,Existing Customer,34,F,4,High School,Single,Less than $40K,Blue,30,4,1,3,3046,2279,767,0.611,2330,69,0.643,0.748
719469333,Existing Customer,33,F,1,High School,Single,Less than $40K,Blue,25,6,3,4,6193,695,5498,0.632,2456,69,0.725,0.112
720871383,Existing Customer,36,M,2,Graduate,Married,$80K - $120K,Blue,28,5,3,3,5634,1996,3638,1.589,2366,49,0.69,0.354
788827308,Existing Customer,65,M,1,Graduate,Married,Less than $40K,Blue,50,6,2,4,4507,1574,2933,0.744,1793,38,0.652,0.349
710180958,Existing Customer,43,M,3,High School,Single,$40K - $60K,Blue,33,5,2,3,3040,2517,523,0.493,1598,31,0.476,0.828
778346283,Existing Customer,53,M,0,Graduate,Married,$120K +,Blue,33,4,3,3,21006,1905,19101,0.701,1856,57,0.781,0.091
787547208,Existing Customer,48,F,3,College,Single,Less than $40K,Blue,38,3,3,4,7326,1710,5616,1.171,1852,62,1,0.233
714983283,Attrited Customer,39,F,3,High School,Single,Less than $40K,Blue,36,6,1,3,3651,0,3651,0.977,862,19,1.111,0
767653233,Existing Customer,48,M,3,Graduate,Married,$60K - $80K,Blue,42,6,1,3,6085,930,5155,1.307,3154,59,0.967,0.153
719461008,Existing Customer,51,M,2,High School,Married,$60K - $80K,Blue,38,5,3,2,22332,1748,20584,0.841,1318,28,0.647,0.078
775198608,Existing Customer,38,F,2,Graduate,Married,Less than $40K,Blue,32,5,3,3,4429,0,4429,1.065,1970,40,0.818,0
717567333,Existing Customer,35,M,3,Graduate,Married,$60K - $80K,Blue,26,6,3,2,3991,1982,2009,0.748,1661,35,0.944,0.497
772794108,Existing Customer,46,F,3,Doctorate,Single,Less than $40K,Blue,36,5,1,4,2201,651,1550,0.825,3165,65,0.585,0.296
712072908,Existing Customer,48,M,4,College,Single,$80K - $120K,Blue,36,4,3,2,2852,736,2116,0.386,1382,40,0.29,0.258
709328733,Existing Customer,49,F,2,Uneducated,Married,Less than $40K,Blue,37,6,3,3,9723,2459,7264,0.444,1258,24,1,0.253
788107683,Existing Customer,35,M,4,High School,Married,$40K - $60K,Blue,27,6,2,3,5325,1318,4007,1.045,1814,43,0.593,0.248
712440483,Existing Customer,54,F,2,Uneducated,Married,Less than $40K,Blue,44,3,1,3,5413,1836,3577,0.766,1164,43,0.593,0.339
778399008,Existing Customer,50,M,0,High School,Married,$80K - $120K,Blue,30,3,4,2,4252,0,4252,0.478,1598,45,0.324,0
811534983,Existing Customer,54,F,3,Graduate,Married,Less than $40K,Blue,49,5,2,4,2031,1069,962,0.87,1943,47,0.621,0.526
718726833,Existing Customer,39,M,1,High School,Married,$80K - $120K,Blue,28,4,2,4,3327,0,3327,1.089,1665,36,0.636,0
719450508,Existing Customer,53,M,2,High School,Married,$120K +,Blue,41,4,3,3,7272,2037,5235,0.795,2333,56,0.697,0.28
711213108,Existing Customer,32,M,1,College,Divorced,$80K - $120K,Blue,36,5,3,4,34516,0,34516,0.845,2305,60,0.714,0
708488208,Existing Customer,57,F,3,Uneducated,Married,Less than $40K,Blue,47,5,3,3,2515,1922,593,1.181,2231,58,0.611,0.764
717206508,Existing Customer,65,F,0,High School,Married,Less than $40K,Blue,36,3,2,2,2798,1806,992,0.765,1543,35,0.591,0.645
821836008,Existing Customer,57,M,2,Uneducated,Single,$80K - $120K,Blue,53,5,2,4,34516,2099,32417,0.629,1233,26,0.857,0.061
807244983,Existing Customer,65,F,0,College,Married,Less than $40K,Blue,56,6,1,2,1438.3,680,758.3,0.512,2283,55,0.571,0.473
821872758,Existing Customer,65,M,0,High School,Single,Less than $40K,Silver,56,4,2,4,12609,2517,10092,0.833,2121,49,0.531,0.2
809959683,Existing Customer,55,M,2,College,Married,$80K - $120K,Blue,50,4,2,4,19159,2108,17051,0.69,1813,52,0.576,0.11
715079208,Existing Customer,54,M,1,College,Married,$80K - $120K,Blue,42,4,1,4,9642,2517,7125,0.614,1401,35,0.458,0.261
767049258,Existing Customer,44,M,4,High School,Single,$120K +,Blue,37,5,3,3,8396,1672,6724,0.602,1475,35,0.75,0.199
709579383,Existing Customer,58,M,1,Uneducated,Married,$80K - $120K,Blue,50,5,3,2,6978,1148,5830,1.645,1362,26,1,0.165
781923483,Existing Customer,53,F,1,College,Married,$40K - $60K,Blue,47,3,3,4,2459,1733,726,1.216,2309,62,0.632,0.705
718654533,Existing Customer,33,F,1,High School,Single,Less than $40K,Silver,24,5,2,2,12956,0,12956,1.053,2492,56,0.931,0
716169258,Existing Customer,47,F,5,Graduate,Married,Less than $40K,Blue,39,3,3,4,7128,1560,5568,0.573,1468,44,0.76,0.219
708212658,Existing Customer,38,F,3,Graduate,Married,Less than $40K,Blue,18,6,3,2,2193,1260,933,0.886,1799,47,0.567,0.575
756013833,Existing Customer,57,M,3,Doctorate,Married,$80K - $120K,Blue,50,3,2,3,4522,1861,2661,0.957,1806,38,0.727,0.412
719358333,Existing Customer,36,M,4,Uneducated,Married,$40K - $60K,Blue,28,3,1,4,2157,574,1583,0.825,1663,33,0.32,0.266
713735508,Existing Customer,35,M,3,Uneducated,Married,$80K - $120K,Blue,25,3,1,2,11927,675,11252,0.574,1986,36,0.636,0.057
814833408,Existing Customer,56,M,2,Doctorate,Married,$60K - $80K,Blue,51,3,3,4,6036,1409,4627,0.56,1741,45,0.364,0.233
719182308,Existing Customer,38,F,2,High School,Single,Less than $40K,Blue,27,6,1,3,2096,1567,529,0.778,1559,49,1.042,0.748
818497758,Existing Customer,54,F,3,Graduate,Married,Less than $40K,Blue,49,4,1,3,1906,1271,635,0.574,1343,37,0.682,0.667
709991883,Attrited Customer,53,M,1,Graduate,Married,$80K - $120K,Blue,42,2,1,2,6214,1147,5067,0.861,938,35,0.75,0.185
770901258,Existing Customer,30,F,1,Graduate,Married,Less than $40K,Blue,17,3,1,3,1512,810,702,1.294,2558,44,0.571,0.536
711499158,Existing Customer,47,M,2,Uneducated,Married,$80K - $120K,Silver,38,4,3,4,34516,733,33783,1.229,3018,60,0.538,0.021
720445533,Existing Customer,60,F,1,College,Married,Less than $40K,Blue,53,4,3,3,3346,922,2424,0.913,1276,21,0.75,0.276
809951133,Attrited Customer,54,M,3,College,Single,$120K +,Blue,49,3,2,3,34516,0,34516,1.203,2115,24,0.263,0
714657108,Existing Customer,37,F,2,Uneducated,Married,Less than $40K,Blue,28,5,2,4,6660,1362,5298,1.36,2660,51,0.759,0.205
789048858,Existing Customer,32,F,1,Post-Graduate,Married,Less than $40K,Blue,20,5,2,3,2234,1865,369,0.732,2115,59,0.439,0.835
771816408,Existing Customer,44,F,4,Uneducated,Married,Less than $40K,Blue,33,5,4,2,9671,704,8967,0.699,2955,66,0.941,0.073
798158808,Existing Customer,53,F,1,College,Single,$40K - $60K,Blue,47,5,3,2,6605,1479,5126,0.739,2017,47,0.679,0.224
787685658,Existing Customer,43,M,2,High School,Divorced,$80K - $120K,Blue,33,4,3,2,3083,1898,1185,1.042,1448,30,2,0.616
720141408,Attrited Customer,49,F,2,Graduate,Single,Less than $40K,Blue,31,5,1,2,5456,951,4505,0.737,1096,27,0.588,0.174
708216108,Existing Customer,56,F,1,College,Married,$40K - $60K,Blue,44,5,1,4,4088,1557,2531,1.248,2250,39,0.857,0.381
715074258,Existing Customer,26,F,0,Graduate,Single,$40K - $60K,Blue,36,5,3,3,3930,0,3930,0.758,2067,42,0.355,0
771653583,Existing Customer,58,M,1,High School,Married,$60K - $80K,Blue,46,3,2,4,4188,1147,3041,1.042,1276,25,1.083,0.274
720836808,Existing Customer,35,M,3,High School,Single,$80K - $120K,Blue,28,4,2,2,11521,1147,10374,1.023,2260,68,1.125,0.1
818701383,Existing Customer,37,M,3,High School,Married,$60K - $80K,Blue,32,6,2,2,2253,1667,586,0.884,1641,45,0.667,0.74
778137108,Existing Customer,43,M,4,High School,Single,$80K - $120K,Blue,37,6,1,2,30503,2517,27986,0.462,1860,47,0.306,0.083
720973833,Existing Customer,49,M,2,Graduate,Divorced,$60K - $80K,Blue,36,5,3,2,4596,0,4596,0.93,2872,62,0.722,0
768490458,Attrited Customer,49,M,2,Uneducated,Married,$80K - $120K,Blue,43,1,3,3,5701,2517,3184,0.716,961,32,0.524,0.442
751487358,Existing Customer,39,F,3,Graduate,Married,Less than $40K,Blue,32,5,6,3,3221,0,3221,0.678,1765,40,0.6,0
712742808,Existing Customer,41,F,3,Uneducated,Married,Less than $40K,Blue,29,5,3,3,3022,1142,1880,0.403,1184,21,0.615,0.378
712820208,Existing Customer,32,F,0,High School,Divorced,Less than $40K,Blue,36,5,2,4,2699,1609,1090,0.893,2141,56,0.806,0.596
794649858,Existing Customer,58,F,1,Uneducated,Married,Less than $40K,Blue,39,3,3,3,2210,1624,586,0.627,1287,37,0.48,0.735
755262933,Existing Customer,56,M,2,Post-Graduate,Married,$60K - $80K,Blue,49,5,3,4,1438.3,0,1438.3,0.77,1446,38,0.81,0
709541433,Existing Customer,37,M,2,Graduate,Married,Less than $40K,Blue,36,3,3,4,2041,1687,354,0.677,1555,45,0.552,0.827
820622433,Existing Customer,39,M,1,High School,Married,$120K +,Blue,34,4,2,2,3250,1698,1552,0.767,2006,58,0.568,0.522
712586583,Existing Customer,26,F,0,Graduate,Single,$40K - $60K,Blue,13,6,3,4,1643,1101,542,0.713,2152,50,0.471,0.67
767269908,Existing Customer,36,M,2,College,Married,$120K +,Blue,29,6,3,2,3158,0,3158,1.209,2973,63,0.969,0
711310908,Existing Customer,53,F,4,College,Married,Less than $40K,Blue,36,4,1,3,2972,2160,812,0.956,2552,62,0.676,0.727
788862333,Existing Customer,38,F,3,Uneducated,Married,Less than $40K,Blue,23,6,2,2,5645,0,5645,1.05,1527,32,0.455,0
713194608,Existing Customer,37,M,2,Graduate,Married,Less than $40K,Blue,36,6,3,2,2463,1751,712,0.854,2171,58,0.758,0.711
793550958,Existing Customer,47,F,2,Graduate,Married,Less than $40K,Blue,41,5,3,4,1438.3,0,1438.3,0.8,1501,40,0.739,0
712607583,Existing Customer,56,M,1,College,Divorced,$80K - $120K,Blue,36,3,3,3,34516,1477,33039,1.234,2395,50,0.724,0.043
713921058,Existing Customer,55,F,3,High School,Married,Less than $40K,Blue,48,6,2,2,2897,1601,1296,0.878,1337,25,0.471,0.553
709183683,Existing Customer,31,F,0,Uneducated,Single,Less than $40K,Blue,36,4,2,0,5391,0,5391,1.075,1971,56,0.6,0
715241583,Existing Customer,34,M,3,High School,Married,$120K +,Blue,25,3,2,4,23959,2517,21442,0.926,1870,45,0.667,0.105
710475408,Existing Customer,33,M,3,High School,Married,$60K - $80K,Blue,25,5,2,2,14918,2028,12890,1.342,2171,35,1.059,0.136
708971583,Existing Customer,38,F,2,Uneducated,Single,Less than $40K,Blue,29,3,3,2,3590,1924,1666,0.573,1472,37,0.762,0.536
714547458,Existing Customer,65,M,0,Graduate,Married,$40K - $60K,Blue,56,3,3,2,2297,0,2297,0.511,1941,51,0.417,0
827631483,Existing Customer,57,M,1,High School,Married,$80K - $120K,Blue,53,3,2,4,25058,1710,23348,0.613,2053,55,0.528,0.068
711159108,Attrited Customer,58,F,0,High School,Married,Less than $40K,Blue,36,3,2,2,7418,396,7022,0.826,911,26,1,0.053
714703158,Existing Customer,39,F,2,High School,Married,Less than $40K,Blue,36,6,2,3,1578,760,818,0.709,2017,43,0.955,0.482
710255208,Existing Customer,60,M,0,Uneducated,Married,Less than $40K,Blue,49,4,2,4,2094,1560,534,0.537,1969,41,0.367,0.745
779236083,Existing Customer,37,F,3,High School,Married,Less than $40K,Blue,19,5,1,3,4138,0,4138,1.168,2420,50,0.613,0
715973583,Existing Customer,56,M,3,Uneducated,Married,$120K +,Blue,36,6,3,3,34516,1047,33469,0.61,1378,30,0.429,0.03
794113758,Existing Customer,60,M,0,High School,Married,$60K - $80K,Blue,54,6,1,2,9592,1968,7624,0.61,1821,55,0.447,0.205
709452633,Existing Customer,56,F,4,High School,Single,Less than $40K,Blue,36,3,1,3,8881,2145,6736,0.705,2027,49,0.815,0.242
788210583,Existing Customer,62,M,0,College,Married,$40K - $60K,Blue,54,3,3,4,1438.3,0,1438.3,0.795,1843,49,0.581,0
717784983,Existing Customer,41,F,2,Uneducated,Married,Less than $40K,Blue,33,3,3,3,3893,1157,2736,1.169,1536,39,0.773,0.297
768460908,Existing Customer,59,M,1,Graduate,Single,$40K - $60K,Blue,53,3,3,3,6035,1392,4643,0.361,1551,32,0.6,0.231
714697533,Existing Customer,26,M,1,High School,Single,$60K - $80K,Blue,15,6,3,3,4327,0,4327,0.624,2344,48,0.297,0
713206683,Attrited Customer,40,M,4,Graduate,Single,$80K - $120K,Silver,22,3,1,3,34516,0,34516,0.64,1028,26,0.3,0
789314133,Existing Customer,37,M,1,High School,Married,$60K - $80K,Blue,27,6,3,3,10320,1799,8521,0.75,1754,45,0.5,0.174
713956308,Existing Customer,65,F,0,Graduate,Married,Less than $40K,Blue,49,4,2,2,3297,2297,1000,0.744,1894,56,0.556,0.697
711595833,Existing Customer,46,M,3,College,Married,$60K - $80K,Blue,36,5,2,2,9981,807,9174,0.655,1456,30,0.667,0.081
779521533,Existing Customer,53,M,2,High School,Married,$120K +,Blue,36,5,3,3,3329,1092,2237,1.466,1978,33,0.833,0.328
715225458,Existing Customer,56,F,1,Uneducated,Married,Less than $40K,Blue,36,6,3,4,5991,1993,3998,0.673,1867,53,0.767,0.333
716487408,Existing Customer,48,M,3,Graduate,Married,$40K - $60K,Blue,30,3,1,3,3235,2517,718,1.091,1637,43,0.87,0.778
719338383,Existing Customer,34,M,2,High School,Married,$120K +,Blue,21,3,3,3,6259,1063,5196,0.668,1836,50,0.515,0.17
710523333,Existing Customer,65,M,0,Graduate,Married,Less than $40K,Blue,56,6,3,2,2541,1616,925,0.417,1416,27,0.588,0.636
787489083,Existing Customer,55,M,4,Post-Graduate,Married,$80K - $120K,Blue,43,6,2,4,21351,2517,18834,0.818,1887,32,0.882,0.118
711498258,Existing Customer,54,M,3,High School,Married,$120K +,Blue,42,6,3,2,20311,1655,18656,0.431,1266,34,0.308,0.081
709316433,Existing Customer,52,M,2,High School,Single,$60K - $80K,Silver,33,6,1,4,33182,1997,31185,0.755,1630,43,0.87,0.06
778734108,Existing Customer,36,M,3,Uneducated,Married,$60K - $80K,Blue,16,4,5,4,1686,1252,434,0.575,1758,42,1.1,0.743
778388358,Attrited Customer,56,M,3,Graduate,Single,$60K - $80K,Blue,36,2,2,3,4742,855,3887,0.635,870,24,0.5,0.18
716773533,Existing Customer,33,M,3,Graduate,Married,$60K - $80K,Blue,36,5,1,3,1726,1215,511,1.175,1712,48,0.548,0.704
822130683,Existing Customer,61,M,0,Graduate,Married,$80K - $120K,Blue,56,4,2,4,8420,1389,7031,0.522,1114,34,0.545,0.165
717268458,Existing Customer,61,M,0,Graduate,Married,$60K - $80K,Blue,49,4,3,4,3352,1713,1639,0.657,1952,50,0.667,0.511
827888433,Existing Customer,43,M,4,Uneducated,Single,$40K - $60K,Blue,39,5,2,2,6648,2242,4406,0.79,2089,60,0.579,0.337
716522583,Existing Customer,48,F,3,College,Divorced,Less than $40K,Blue,36,4,3,3,2335,1845,490,0.537,1362,33,0.269,0.79
789415983,Existing Customer,36,M,3,Graduate,Married,$60K - $80K,Blue,27,4,3,2,12397,1001,11396,0.756,1888,42,0.448,0.081
719819958,Existing Customer,34,M,2,Uneducated,Married,$40K - $60K,Blue,26,5,1,4,1438.3,708,730.3,1.212,2243,43,0.483,0.492
769579608,Existing Customer,53,F,1,Graduate,Single,Less than $40K,Blue,46,3,6,4,2240,1601,639,0.833,3795,70,0.75,0.715
716615583,Existing Customer,61,F,1,High School,Married,Less than $40K,Blue,51,3,3,3,1795,794,1001,0.953,1834,59,1.107,0.442
781131483,Existing Customer,55,M,2,High School,Married,$80K - $120K,Blue,47,3,1,4,5741,1894,3847,1.111,2170,51,0.962,0.33
720521808,Existing Customer,38,M,1,Graduate,Single,$80K - $120K,Blue,19,6,3,2,25662,1515,24147,0.556,1484,36,0.636,0.059
718136283,Existing Customer,52,M,2,Uneducated,Single,$80K - $120K,Blue,36,3,1,4,22103,1515,20588,0.506,1541,29,0.318,0.069
778855383,Existing Customer,36,F,5,High School,Married,Less than $40K,Blue,17,3,1,3,1438.3,0,1438.3,1.028,1975,40,0.6,0
779722308,Attrited Customer,45,F,3,High School,Married,$40K - $60K,Blue,30,5,2,2,12355,0,12355,0.912,1044,28,0.273,0
818926833,Existing Customer,34,F,3,College,Married,$40K - $60K,Blue,29,4,1,2,2000,0,2000,0.782,1944,42,0.75,0
721217283,Existing Customer,27,M,0,Graduate,Single,$120K +,Blue,17,6,2,2,8713,1354,7359,0.558,2094,36,0.333,0.155
713371233,Existing Customer,43,F,1,Graduate,Married,Less than $40K,Silver,31,5,1,2,11583,631,10952,0.714,3320,55,0.774,0.054
778426608,Existing Customer,52,M,4,Graduate,Married,$80K - $120K,Blue,32,4,3,3,1438.3,702,736.3,0.805,1805,53,0.606,0.488
787515333,Attrited Customer,40,M,3,Uneducated,Married,$80K - $120K,Blue,29,3,2,3,3616,1151,2465,0.687,820,21,0.75,0.318
718444233,Existing Customer,45,M,3,Graduate,Married,$60K - $80K,Blue,25,3,3,2,9791,1311,8480,0.704,1649,59,0.513,0.134
771099183,Existing Customer,37,F,2,Graduate,Single,Less than $40K,Blue,24,5,2,3,8444,1945,6499,0.703,2497,74,0.609,0.23
770241333,Existing Customer,49,F,4,Graduate,Divorced,Less than $40K,Blue,43,3,1,4,2228,1003,1225,1.119,2104,44,0.467,0.45
710819733,Attrited Customer,56,M,3,Graduate,Married,$120K +,Blue,36,5,1,1,12211,0,12211,0.642,903,29,0.526,0
772155108,Existing Customer,62,F,0,High School,Married,Less than $40K,Blue,51,6,3,4,1438.3,0,1438.3,0.702,1445,38,0.31,0
798796233,Existing Customer,37,F,3,High School,Married,$40K - $60K,Blue,31,5,3,3,1586,1038,548,0.973,1724,24,0.714,0.654
815472108,Existing Customer,42,M,3,High School,Single,$40K - $60K,Blue,37,3,3,3,2247,1045,1202,0.952,1300,31,0.55,0.465
769145733,Existing Customer,36,M,3,Graduate,Single,$60K - $80K,Blue,30,3,4,3,2789,1584,1205,0.996,2688,60,0.714,0.568
783364233,Existing Customer,59,M,0,Graduate,Married,$40K - $60K,Blue,53,3,2,3,4241,0,4241,0.607,1798,45,0.731,0
715640358,Existing Customer,43,M,3,High School,Single,$40K - $60K,Blue,36,6,3,3,4112,768,3344,0.413,1334,40,0.429,0.187
713529858,Existing Customer,29,M,2,Graduate,Divorced,$40K - $60K,Silver,22,6,2,3,15578,1383,14195,0.794,2492,71,0.614,0.089
715684308,Existing Customer,42,F,4,Graduate,Married,$40K - $60K,Blue,36,6,2,2,4008,1636,2372,0.637,1395,43,0.955,0.408
709204158,Existing Customer,36,F,2,Post-Graduate,Single,Less than $40K,Blue,24,5,2,4,3438,1129,2309,0.605,2331,56,0.436,0.328
713182458,Existing Customer,53,M,4,High School,Married,$80K - $120K,Blue,43,3,1,2,16692,2446,14246,0.853,1288,29,0.45,0.147
710624658,Existing Customer,36,F,2,Uneducated,Married,Less than $40K,Blue,36,4,2,2,4066,1639,2427,1.749,3040,56,0.931,0.403
716793108,Existing Customer,26,M,0,College,Single,Less than $40K,Blue,36,4,1,2,1934,1070,864,0.448,2334,61,0.452,0.553
714051033,Existing Customer,55,F,0,Graduate,Married,Less than $40K,Blue,36,6,2,4,3615,1699,1916,0.576,1967,40,0.538,0.47
719139558,Existing Customer,26,M,0,Uneducated,Single,Less than $40K,Blue,36,4,3,4,2665,1567,1098,0.586,2514,64,0.455,0.588
794632308,Existing Customer,40,M,4,Graduate,Married,$60K - $80K,Silver,25,5,3,2,28822,2517,26305,0.492,1504,35,0.296,0.087
770662383,Existing Customer,38,M,2,Graduate,Single,$40K - $60K,Blue,24,6,3,2,14632,1158,13474,0.501,1399,36,0.5,0.079
710581758,Existing Customer,52,F,2,Graduate,Single,$40K - $60K,Blue,44,6,2,3,3360,1219,2141,0.412,1309,30,1,0.363
720497958,Existing Customer,29,M,1,Graduate,Married,$80K - $120K,Blue,14,5,3,2,14853,0,14853,1.025,1800,41,0.519,0
720920058,Existing Customer,38,M,2,Graduate,Married,$60K - $80K,Blue,25,3,3,4,4800,1212,3588,1.254,2935,62,0.879,0.252
709855608,Existing Customer,46,F,4,High School,Married,Less than $40K,Blue,36,3,3,4,1438.3,981,457.3,0.663,1114,33,0.65,0.682
815484783,Existing Customer,57,M,0,Uneducated,Single,$60K - $80K,Blue,42,6,4,3,8377,1211,7166,0.813,1797,44,1.2,0.145
771602883,Existing Customer,42,M,3,High School,Single,$80K - $120K,Blue,30,4,5,4,4147,1719,2428,0.875,1776,44,0.571,0.415
755953308,Existing Customer,62,F,0,Post-Graduate,Married,$40K - $60K,Blue,55,6,1,4,2644,2207,437,0.866,1194,30,0.765,0.835
720917808,Existing Customer,35,M,2,High School,Single,$40K - $60K,Blue,36,5,3,4,2100,950,1150,0.764,2623,74,1.114,0.452
709379283,Existing Customer,39,M,2,Graduate,Married,$60K - $80K,Blue,27,3,1,4,13003,0,13003,0.877,1697,40,1.105,0
711840408,Existing Customer,64,M,0,College,Married,Less than $40K,Blue,55,5,3,4,2492,1424,1068,0.485,1375,30,0.364,0.571
785328408,Existing Customer,37,F,4,Graduate,Married,Less than $40K,Blue,31,5,2,3,1758,1180,578,0.744,2013,41,0.367,0.671
719873808,Existing Customer,34,M,1,College,Married,$60K - $80K,Blue,23,3,2,2,5510,1604,3906,0.551,1995,53,0.262,0.291
715528983,Existing Customer,46,M,5,Uneducated,Divorced,$60K - $80K,Blue,36,3,1,2,17196,1646,15550,0.542,1466,41,1.278,0.096
720254883,Existing Customer,65,F,0,High School,Married,$40K - $60K,Blue,46,6,1,3,5877,1697,4180,1.058,2494,58,0.706,0.289
811980858,Existing Customer,36,M,0,Graduate,Married,$60K - $80K,Blue,31,5,1,2,7667,0,7667,0.632,1501,35,0.667,0
711330408,Existing Customer,35,F,2,College,Married,$40K - $60K,Blue,24,4,1,3,2939,1865,1074,0.932,2077,47,0.679,0.635
714580158,Existing Customer,26,M,0,Post-Graduate,Married,$40K - $60K,Blue,36,6,1,4,2773,2080,693,0.695,3567,73,0.622,0.75
710798883,Existing Customer,52,M,3,Graduate,Single,$60K - $80K,Blue,44,4,2,4,3323,2310,1013,0.749,1599,47,0.808,0.695
708913233,Existing Customer,37,M,1,High School,Married,$40K - $60K,Blue,28,3,4,2,3601,1236,2365,0.726,1802,34,0.478,0.343
788038383,Existing Customer,33,F,3,Graduate,Married,Less than $40K,Blue,25,3,2,2,2307,1385,922,1.515,2440,48,0.846,0.6
719905908,Existing Customer,59,M,1,Uneducated,Married,$60K - $80K,Blue,36,4,3,3,3742,1175,2567,0.514,1505,31,0.824,0.314
807044958,Existing Customer,34,M,3,High School,Married,$40K - $60K,Blue,29,6,3,3,2937,869,2068,1.493,2171,45,0.875,0.296
787643658,Existing Customer,59,M,0,Graduate,Married,$60K - $80K,Blue,53,6,1,4,12554,2169,10385,0.529,1422,30,0.579,0.173
779138883,Existing Customer,50,M,1,Graduate,Married,$60K - $80K,Blue,34,6,3,4,4702,0,4702,0.578,1673,44,0.257,0
778401033,Existing Customer,32,M,0,High School,Married,$60K - $80K,Blue,13,3,3,4,14308,1889,12419,1.053,1659,39,1.167,0.132
818375733,Attrited Customer,51,F,2,College,Married,$40K - $60K,Blue,46,3,1,3,4882,695,4187,0.508,1544,44,0.517,0.142
711048783,Existing Customer,41,M,4,Doctorate,Married,$80K - $120K,Blue,29,3,3,3,33405,0,33405,0.535,1345,34,0.619,0
721415658,Existing Customer,39,F,1,Graduate,Married,$40K - $60K,Blue,27,3,1,2,2700,2220,480,1.595,2901,59,1.36,0.822
717961458,Existing Customer,49,F,2,Uneducated,Single,Less than $40K,Blue,37,5,1,4,2934,2381,553,0.762,3396,64,0.778,0.812
718068933,Existing Customer,36,F,3,Uneducated,Single,Less than $40K,Blue,36,5,2,4,5750,1521,4229,0.837,2155,61,0.605,0.265
718623783,Existing Customer,56,M,2,College,Married,$120K +,Blue,36,6,3,2,27157,1547,25610,0.487,1535,38,0.267,0.057
716565258,Existing Customer,37,M,3,Doctorate,Single,$80K - $120K,Blue,36,5,2,4,12830,0,12830,0.774,2526,54,0.588,0
792565908,Existing Customer,36,F,2,Uneducated,Single,Less than $40K,Blue,30,6,2,3,2684,1474,1210,1.042,2346,51,1.04,0.549
709267308,Existing Customer,62,M,1,Graduate,Married,$80K - $120K,Blue,49,3,1,2,2437,1400,1037,0.779,1651,32,1,0.574
710035008,Existing Customer,31,F,0,Uneducated,Single,Less than $40K,Blue,24,3,2,4,3827,1397,2430,0.88,2491,64,1,0.365
790082508,Existing Customer,42,M,4,High School,Single,$120K +,Blue,35,5,2,2,34516,1658,32858,1.095,2935,65,0.711,0.048
716866308,Existing Customer,38,M,2,High School,Married,$60K - $80K,Blue,33,6,3,4,5940,1101,4839,0.942,1872,34,1.125,0.185
709707033,Attrited Customer,45,M,3,Graduate,Single,$60K - $80K,Blue,32,2,3,2,13162,0,13162,0.512,1424,38,0.583,0
718346658,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,37,3,2,4,1963,1357,606,0.689,1861,51,0.7,0.691
824157858,Existing Customer,58,M,3,Graduate,Married,$80K - $120K,Blue,54,4,3,3,18713,1022,17691,0.682,1524,42,0.615,0.055
709735008,Existing Customer,35,M,2,High School,Married,$80K - $120K,Blue,22,3,1,4,3023,1435,1588,0.62,1920,34,0.619,0.475
814593858,Existing Customer,58,M,3,High School,Single,$120K +,Blue,53,4,1,2,6103,1798,4305,0.705,1468,34,0.619,0.295
718416858,Existing Customer,42,M,5,Graduate,Married,$60K - $80K,Blue,34,3,3,3,10607,2517,8090,1.197,1903,40,0.538,0.237
710307933,Existing Customer,32,F,0,College,Single,Less than $40K,Blue,24,3,3,4,2917,2517,400,0.833,2471,60,0.875,0.863
715870758,Existing Customer,35,M,4,Graduate,Married,$120K +,Blue,30,4,3,4,34516,1018,33498,1.129,2350,55,0.774,0.029
713819283,Existing Customer,51,M,1,Uneducated,Married,$80K - $120K,Blue,42,6,2,2,25197,2517,22680,0.721,3002,58,0.812,0.1
710424408,Existing Customer,63,M,2,Graduate,Married,Less than $40K,Blue,36,5,2,4,2743,1815,928,0.567,1210,25,1.273,0.662
719013108,Existing Customer,42,M,3,Graduate,Divorced,$40K - $60K,Blue,33,4,2,4,3178,1800,1378,0.89,4605,86,0.623,0.566
717769008,Existing Customer,38,M,2,Graduate,Married,$80K - $120K,Blue,36,5,3,4,11444,1278,10166,1.31,2493,44,0.913,0.112
709986633,Existing Customer,29,M,1,High School,Married,$40K - $60K,Blue,36,3,1,3,1438.3,0,1438.3,0.742,2144,41,0.577,0
721062408,Existing Customer,54,M,2,Uneducated,Divorced,$40K - $60K,Blue,34,4,3,4,6387,1597,4790,0.689,1294,26,0.529,0.25
771349458,Existing Customer,33,M,2,Graduate,Married,$40K - $60K,Blue,20,4,3,3,5657,1792,3865,0.904,1914,46,0.769,0.317
771441558,Existing Customer,49,M,2,Post-Graduate,Married,$60K - $80K,Blue,37,5,3,3,2608,1589,1019,0.982,2073,47,0.516,0.609
756409758,Existing Customer,44,F,2,Graduate,Married,Less than $40K,Blue,37,4,5,4,3203,2076,1127,0.543,1433,38,1,0.648
778885158,Existing Customer,57,M,3,Uneducated,Married,$80K - $120K,Blue,38,5,3,3,2472,2457,15,0.693,1392,33,0.737,0.994
715543908,Existing Customer,52,F,3,Uneducated,Married,Less than $40K,Blue,43,4,3,3,2147,1173,974,0.653,1352,37,0.37,0.546
717591483,Existing Customer,52,F,3,Graduate,Single,Less than $40K,Blue,44,4,1,3,3416,2044,1372,0.994,1924,48,0.92,0.598
714573258,Existing Customer,36,M,2,Post-Graduate,Single,$60K - $80K,Blue,30,4,2,4,1606,798,808,0.59,2229,45,1.045,0.497
712281183,Existing Customer,55,M,4,Graduate,Married,$120K +,Blue,36,4,2,2,24336,856,23480,0.459,1425,33,0.65,0.035
717670758,Existing Customer,30,F,1,Graduate,Single,Less than $40K,Blue,20,5,2,3,5030,1327,3703,0.803,2523,71,0.775,0.264
771556308,Existing Customer,26,F,0,High School,Single,Less than $40K,Blue,13,6,3,4,3517,1195,2322,0.556,2255,48,0.5,0.34
708931908,Existing Customer,48,M,3,High School,Single,$40K - $60K,Blue,36,3,2,3,7400,636,6764,0.972,1568,51,0.5,0.086
718894233,Existing Customer,53,F,2,Graduate,Married,$40K - $60K,Blue,36,6,2,4,2956,1391,1565,0.698,2116,63,0.575,0.471
708927108,Attrited Customer,53,M,2,Graduate,Married,$120K +,Blue,36,1,3,2,12778,507,12271,0.967,1133,28,0.4,0.04
717831783,Existing Customer,58,F,2,Uneducated,Married,Less than $40K,Blue,45,3,3,4,1942,1536,406,0.615,1371,38,0.407,0.791
709288383,Existing Customer,32,M,2,Graduate,Divorced,$80K - $120K,Blue,26,5,1,3,29961,789,29172,0.833,2337,69,0.605,0.026
710813733,Existing Customer,48,M,4,Uneducated,Married,$60K - $80K,Silver,35,5,3,4,33791,0,33791,0.712,1546,41,0.577,0
721084833,Existing Customer,48,M,5,High School,Married,$40K - $60K,Silver,34,5,0,2,17657,2018,15639,0.55,1682,39,0.95,0.114
711258108,Existing Customer,54,M,1,College,Married,$120K +,Blue,44,4,3,2,2821,2415,406,0.441,1419,36,0.8,0.856
710149008,Existing Customer,59,M,0,High School,Married,Less than $40K,Blue,47,6,3,4,1479,787,692,0.865,2139,70,0.556,0.532
711902058,Existing Customer,35,M,2,Graduate,Married,$60K - $80K,Blue,36,3,3,2,1438.3,0,1438.3,1.623,2492,55,0.897,0
716757033,Existing Customer,37,M,4,Post-Graduate,Married,$40K - $60K,Blue,27,5,1,4,6859,1766,5093,1.186,3045,56,0.697,0.257
712688433,Existing Customer,36,M,3,High School,Divorced,$120K +,Blue,36,3,2,3,3404,1568,1836,1.055,2406,65,0.857,0.461
713203908,Existing Customer,26,M,0,Uneducated,Single,$40K - $60K,Blue,15,4,1,3,2158,1695,463,0.766,1833,27,0.588,0.785
711772008,Attrited Customer,35,F,3,Graduate,Single,Less than $40K,Blue,22,1,2,1,1890,666,1224,0.691,1483,36,0.5,0.352
708799983,Attrited Customer,40,M,1,Post-Graduate,Married,$60K - $80K,Blue,36,6,3,4,18386,890,17496,0.361,1698,43,0.483,0.048
741344808,Existing Customer,39,F,2,Graduate,Married,Less than $40K,Blue,32,4,2,4,5634,2057,3577,1.399,2905,63,0.969,0.365
802087683,Existing Customer,32,M,0,Post-Graduate,Married,$60K - $80K,Blue,26,6,2,3,5478,1491,3987,1.304,2456,55,0.571,0.272
712491108,Existing Customer,35,M,1,Post-Graduate,Married,$80K - $120K,Blue,20,6,3,4,13046,1177,11869,1.214,2601,52,0.733,0.09
714767508,Existing Customer,39,M,2,Graduate,Married,$40K - $60K,Blue,31,5,3,2,8687,1146,7541,1.8,2279,33,1.357,0.132
720376008,Existing Customer,53,F,2,Graduate,Married,Less than $40K,Blue,40,6,2,4,6174,1421,4753,0.669,2043,52,0.793,0.23
779126658,Existing Customer,26,F,0,Graduate,Single,$40K - $60K,Blue,13,5,1,2,5655,0,5655,0.842,2312,61,0.649,0
793222008,Existing Customer,32,M,0,High School,Married,$60K - $80K,Blue,26,5,2,3,5397,1784,3613,0.904,2056,49,0.633,0.331
720812433,Existing Customer,54,M,2,College,Married,$120K +,Blue,46,6,1,2,28465,0,28465,0.696,1693,37,1.056,0
717623583,Existing Customer,36,F,3,High School,Married,Less than $40K,Blue,27,4,2,4,3444,2441,1003,1.563,2668,51,0.545,0.709
708878508,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,37,4,1,3,2104,1267,837,0.677,1732,35,1.059,0.602
710043408,Existing Customer,49,M,3,Graduate,Married,$80K - $120K,Blue,37,4,1,4,15610,2048,13562,0.657,1916,58,0.526,0.131
710749458,Existing Customer,64,F,0,Doctorate,Married,Less than $40K,Blue,53,4,1,3,5462,1864,3598,0.67,1523,35,0.667,0.341
799498158,Existing Customer,31,M,1,Post-Graduate,Married,$60K - $80K,Blue,22,5,1,3,2685,1580,1105,0.727,1642,36,0.636,0.588
716334258,Existing Customer,49,F,3,Uneducated,Divorced,$40K - $60K,Blue,36,5,1,2,5238,1365,3873,1.027,1834,43,1.263,0.261
716075208,Existing Customer,32,F,3,High School,Married,Less than $40K,Blue,22,4,2,4,4561,2029,2532,0.768,1874,38,0.52,0.445
780276258,Existing Customer,53,M,2,High School,Married,$120K +,Blue,39,3,2,3,13091,985,12106,0.322,1452,37,0.276,0.075
715247508,Existing Customer,30,F,1,Graduate,Married,Less than $40K,Blue,36,3,2,2,7087,1060,6027,0.709,1712,37,0.609,0.15
718784358,Existing Customer,34,M,4,Uneducated,Single,$120K +,Blue,36,6,3,2,34516,2517,31999,0.975,1969,46,1.3,0.073
751450008,Existing Customer,41,M,1,Post-Graduate,Single,$40K - $60K,Blue,32,3,2,4,10266,1390,8876,0.593,1720,42,0.556,0.135
711050058,Existing Customer,33,F,2,Uneducated,Married,$40K - $60K,Blue,23,4,2,4,6732,0,6732,0.856,1644,45,0.731,0
779040408,Existing Customer,56,M,2,High School,Married,$120K +,Blue,37,3,1,2,12181,1702,10479,0.834,1478,33,0.5,0.14
714024858,Existing Customer,36,M,3,High School,Married,$80K - $120K,Blue,27,3,1,2,7056,0,7056,0.815,1739,35,0.842,0
789849108,Existing Customer,35,M,1,Graduate,Single,$60K - $80K,Blue,25,6,1,2,14365,0,14365,0.61,2290,62,0.632,0
710391258,Existing Customer,27,M,0,Graduate,Married,$40K - $60K,Blue,36,3,2,4,11473,829,10644,0.707,2147,41,0.519,0.072
718830183,Existing Customer,46,M,1,High School,Single,$60K - $80K,Blue,38,5,2,4,23996,2517,21479,0.488,1339,29,0.381,0.105
779696883,Existing Customer,48,M,2,Graduate,Divorced,$60K - $80K,Blue,33,4,2,4,2998,1789,1209,0.807,1825,31,0.348,0.597
737971833,Existing Customer,38,M,1,Graduate,Married,$60K - $80K,Blue,31,6,3,3,2405,1553,852,1.156,2503,40,0.667,0.646
772468983,Existing Customer,36,M,1,Post-Graduate,Married,$80K - $120K,Blue,26,3,4,2,21927,1291,20636,0.864,1946,37,0.542,0.059
710990283,Existing Customer,56,M,1,High School,Married,$80K - $120K,Blue,36,4,1,2,3906,1851,2055,0.73,1839,33,0.833,0.474
808750458,Existing Customer,32,M,1,Doctorate,Single,$60K - $80K,Blue,27,5,3,3,10029,606,9423,0.727,2192,58,0.657,0.06
719692983,Existing Customer,36,M,2,Doctorate,Married,$60K - $80K,Blue,30,3,3,4,4934,1504,3430,1.52,2747,42,0.448,0.305
719125158,Existing Customer,35,F,2,High School,Single,Less than $40K,Silver,15,5,2,2,13882,1452,12430,0.771,2685,71,0.511,0.105
719206308,Existing Customer,32,M,1,High School,Married,$60K - $80K,Blue,24,4,2,2,4116,1223,2893,0.73,1657,38,0.52,0.297
717141858,Existing Customer,56,F,2,High School,Single,$40K - $60K,Blue,36,4,1,2,13904,625,13279,0.673,3151,67,0.595,0.045
708347583,Existing Customer,37,F,4,Uneducated,Married,Less than $40K,Blue,36,4,1,4,2509,1144,1365,0.692,1804,38,0.583,0.456
711006783,Existing Customer,38,F,1,Graduate,Single,Less than $40K,Blue,22,3,3,3,2484,2149,335,0.669,1200,28,0.647,0.865
718274283,Existing Customer,35,M,3,College,Single,$60K - $80K,Blue,36,5,1,3,2780,0,2780,0.565,2469,67,0.811,0
715216908,Existing Customer,48,M,4,Doctorate,Single,$80K - $120K,Blue,36,6,3,4,18102,1381,16721,0.513,1486,32,0.143,0.076
779611008,Existing Customer,29,M,0,Graduate,Married,$40K - $60K,Blue,18,4,3,4,4532,0,4532,0.734,1885,55,0.528,0
811467708,Existing Customer,33,M,2,Graduate,Married,$80K - $120K,Blue,28,4,2,2,22399,1431,20968,1.019,2390,62,0.722,0.064
812597508,Existing Customer,39,F,1,High School,Married,$40K - $60K,Blue,34,6,5,3,4489,2498,1991,0.779,2153,58,0.568,0.556
813990483,Existing Customer,27,F,0,High School,Married,Less than $40K,Blue,22,4,1,2,1864,1384,480,0.904,1662,32,0.391,0.742
789627258,Existing Customer,31,M,1,Graduate,Single,$40K - $60K,Blue,25,5,3,3,1935,1033,902,0.623,2498,60,1,0.534
713346558,Existing Customer,45,M,4,Graduate,Divorced,$60K - $80K,Blue,37,5,2,4,6784,891,5893,1.047,1900,28,0.556,0.131
708744933,Existing Customer,35,M,2,High School,Married,$60K - $80K,Blue,36,4,2,4,19127,1880,17247,0.788,1859,33,0.571,0.098
708828258,Existing Customer,55,M,2,College,Married,$120K +,Blue,37,5,2,3,32641,1551,31090,0.488,1327,30,0.304,0.048
713511108,Existing Customer,61,M,1,Uneducated,Married,$40K - $60K,Blue,47,5,3,4,1438.3,847,591.3,0.436,1397,43,0.483,0.589
710208633,Existing Customer,37,F,1,Graduate,Married,Less than $40K,Blue,31,5,2,2,2417,1929,488,0.886,1773,42,0.556,0.798
717837858,Existing Customer,47,M,5,College,Married,$120K +,Blue,34,3,1,2,17603,1063,16540,1.065,2902,64,0.641,0.06
709382958,Existing Customer,55,F,2,Graduate,Married,$40K - $60K,Blue,46,6,1,4,2894,2077,817,0.574,1017,25,0.562,0.718
716253858,Existing Customer,37,M,5,Post-Graduate,Married,$80K - $120K,Blue,26,2,1,2,16730,1956,14774,0.675,1740,43,0.536,0.117
713725683,Existing Customer,36,F,0,College,Single,Less than $40K,Blue,27,6,3,2,3282,1843,1439,0.625,2614,79,0.646,0.562
816033783,Existing Customer,26,M,0,High School,Single,$60K - $80K,Blue,21,6,2,3,1672,957,715,0.576,2099,34,0.417,0.572
715065483,Existing Customer,45,F,3,Graduate,Divorced,Less than $40K,Blue,36,4,3,3,8121,1595,6526,0.743,1914,45,0.5,0.196
713983308,Existing Customer,60,M,0,Post-Graduate,Married,$60K - $80K,Blue,49,5,1,4,3182,1928,1254,0.509,1233,35,0.4,0.606
718418958,Attrited Customer,30,M,1,Post-Graduate,Divorced,Less than $40K,Blue,36,6,2,4,5061,0,5061,0.911,1309,38,0.462,0
779367858,Existing Customer,39,M,4,High School,Married,$60K - $80K,Blue,28,5,3,3,6224,1898,4326,1.103,3014,58,0.706,0.305
714974658,Existing Customer,48,F,4,College,Married,Less than $40K,Blue,36,6,1,4,2464,1867,597,0.6,1219,35,1.333,0.758
716374308,Existing Customer,39,M,3,Graduate,Married,$60K - $80K,Blue,33,4,3,2,3477,1875,1602,0.907,1897,50,1.083,0.539
713416233,Existing Customer,38,M,2,Graduate,Married,$80K - $120K,Blue,24,5,2,2,3242,2076,1166,0.612,1841,46,0.533,0.64
797643708,Existing Customer,47,M,1,High School,Married,$120K +,Blue,41,3,1,4,27858,1314,26544,0.676,1772,53,0.559,0.047
808292958,Existing Customer,26,M,0,Graduate,Single,Less than $40K,Blue,20,6,2,3,1438.3,495,943.3,1.062,2546,40,0.333,0.344
719831958,Existing Customer,49,M,3,College,Single,$120K +,Blue,36,5,2,4,34516,0,34516,0.646,1793,44,0.833,0
708860358,Existing Customer,38,M,3,High School,Married,$80K - $120K,Blue,22,4,2,3,6361,694,5667,0.844,1499,31,0.938,0.109
717385983,Existing Customer,30,M,0,Graduate,Married,Less than $40K,Blue,21,6,6,2,2490,0,2490,0.859,1645,30,0.667,0
719049033,Existing Customer,53,M,3,High School,Married,$120K +,Blue,44,5,6,4,14057,1655,12402,0.676,2073,60,0.333,0.118
714347508,Existing Customer,35,M,2,Uneducated,Single,$60K - $80K,Blue,21,4,3,3,7766,1278,6488,0.806,2423,74,0.609,0.165
803833608,Existing Customer,40,M,3,Uneducated,Single,$40K - $60K,Silver,33,4,1,3,21308,564,20744,0.448,1322,38,0.652,0.026
712576908,Existing Customer,30,M,0,High School,Married,$60K - $80K,Blue,36,5,2,4,4516,2252,2264,0.889,1819,24,0.846,0.499
778511733,Existing Customer,42,F,3,College,Single,$40K - $60K,Blue,30,6,3,2,5424,1812,3612,0.513,1634,44,0.76,0.334
721464783,Existing Customer,62,F,0,Graduate,Married,Less than $40K,Blue,36,3,2,2,1764,1540,224,0.937,2094,47,0.958,0.873
821179233,Attrited Customer,50,F,1,Post-Graduate,Single,$40K - $60K,Blue,46,1,3,3,1493,932,561,0.466,1554,43,0.344,0.624
713126733,Existing Customer,56,M,3,College,Married,$120K +,Blue,43,6,2,2,17539,2517,15022,0.743,1220,30,0.765,0.144
719688408,Existing Customer,45,M,3,Graduate,Married,$80K - $120K,Silver,36,6,2,3,34516,0,34516,0.534,3530,68,0.659,0
779811183,Existing Customer,35,F,3,Uneducated,Married,Less than $40K,Blue,25,4,1,2,2149,1118,1031,0.903,1581,30,1,0.52
771086208,Existing Customer,57,F,2,Graduate,Married,Less than $40K,Blue,44,3,4,4,6256,1530,4726,0.647,1629,43,0.344,0.245
813752433,Attrited Customer,43,F,3,Graduate,Single,Less than $40K,Blue,38,5,2,4,4075,1986,2089,1.214,2449,27,0.038,0.487
711876333,Existing Customer,53,M,3,Graduate,Married,$80K - $120K,Blue,36,5,1,4,7290,2151,5139,0.583,1312,29,0.526,0.295
715256658,Existing Customer,50,M,2,College,Single,$60K - $80K,Blue,36,5,3,2,5965,688,5277,0.673,3382,58,1.071,0.115
711329658,Existing Customer,30,M,0,High School,Married,$120K +,Blue,13,3,1,4,9007,1965,7042,0.698,1925,42,0.448,0.218
710227908,Existing Customer,37,F,3,Graduate,Single,Less than $40K,Blue,36,3,2,3,6077,1397,4680,0.834,2837,74,0.609,0.23
716362008,Existing Customer,37,M,2,Doctorate,Married,$40K - $60K,Blue,29,3,3,2,1808,1009,799,0.796,1744,35,0.944,0.558
714939708,Existing Customer,45,M,3,Graduate,Single,$80K - $120K,Blue,36,6,1,3,12810,0,12810,1.363,3174,74,1.114,0
719431608,Existing Customer,63,F,0,College,Married,$40K - $60K,Blue,53,6,1,4,3118,1528,1590,0.604,1291,24,0.6,0.49
769411758,Existing Customer,43,M,1,Graduate,Single,$60K - $80K,Blue,37,4,3,4,20013,922,19091,0.655,1518,39,0.625,0.046
714631833,Existing Customer,53,M,4,Graduate,Married,$60K - $80K,Blue,44,3,2,4,1973,1324,649,0.805,1587,38,0.52,0.671
717999183,Existing Customer,36,M,3,High School,Married,$60K - $80K,Blue,36,6,3,3,4108,1659,2449,1.202,2275,58,0.871,0.404
713075283,Existing Customer,51,M,3,High School,Single,$120K +,Blue,36,5,1,4,20741,2504,18237,0.8,1818,51,1.04,0.121
711561108,Existing Customer,36,M,4,Graduate,Single,$80K - $120K,Blue,24,6,1,2,16335,892,15443,0.673,2733,71,0.919,0.055
713630733,Existing Customer,34,F,2,Graduate,Single,Less than $40K,Blue,24,5,3,3,5712,1955,3757,0.969,2617,54,0.8,0.342
717599283,Existing Customer,57,M,0,Doctorate,Married,$60K - $80K,Blue,36,3,1,2,5335,1206,4129,0.69,1844,49,0.75,0.226
712730583,Existing Customer,29,M,0,Uneducated,Married,$60K - $80K,Blue,20,5,2,3,8592,1201,7391,0.778,1842,50,0.852,0.14
712142733,Existing Customer,37,F,3,Post-Graduate,Married,Less than $40K,Blue,26,5,3,2,1910,1164,746,0.744,2028,39,1.053,0.609
720153258,Existing Customer,53,F,2,College,Single,Less than $40K,Blue,45,6,3,3,6210,1083,5127,0.621,3095,62,0.59,0.174
814086333,Existing Customer,36,M,3,College,Married,$40K - $60K,Blue,31,6,2,4,2220,1337,883,0.768,1685,44,0.375,0.602
714069858,Existing Customer,53,M,3,Graduate,Married,$60K - $80K,Blue,36,4,3,2,3539,2517,1022,0.569,1677,45,0.5,0.711
712789383,Existing Customer,52,M,1,Graduate,Married,$120K +,Blue,44,6,1,4,9274,2097,7177,0.776,2048,59,0.639,0.226
787983633,Existing Customer,35,F,3,Uneducated,Married,Less than $40K,Blue,26,6,1,3,3187,2517,670,1.214,2072,33,0.833,0.79
758583708,Attrited Customer,37,F,3,Graduate,Single,Less than $40K,Blue,24,2,1,4,2802,2460,342,1.029,1406,28,0.077,0.878
717130383,Existing Customer,50,M,0,Uneducated,Married,$60K - $80K,Blue,36,4,3,3,2334,707,1627,0.561,1386,30,0.5,0.303
720770883,Existing Customer,65,F,0,Graduate,Single,Less than $40K,Blue,56,5,3,3,1438.3,0,1438.3,0.76,2249,61,0.564,0
720677733,Existing Customer,40,M,3,Graduate,Married,$80K - $120K,Silver,36,6,3,0,34516,1002,33514,1.345,2579,68,0.7,0.029
718587858,Existing Customer,39,M,4,High School,Married,$60K - $80K,Blue,31,3,1,4,11906,2032,9874,0.465,1642,39,0.625,0.171
715055433,Existing Customer,36,M,3,Uneducated,Married,$60K - $80K,Blue,22,6,3,4,2224,1772,452,0.81,2004,44,0.419,0.797
715498308,Existing Customer,35,F,2,Graduate,Married,$40K - $60K,Blue,36,4,3,4,3454,1603,1851,1.078,1575,41,0.519,0.464
708099183,Existing Customer,37,F,2,High School,Single,Less than $40K,Blue,36,4,2,2,5723,1873,3850,0.851,2732,63,0.853,0.327
789959283,Existing Customer,39,M,2,College,Single,$80K - $120K,Blue,24,4,3,2,4061,1775,2286,0.686,1602,40,0.667,0.437
713536158,Existing Customer,65,M,1,College,Married,Less than $40K,Blue,56,5,3,2,4189,0,4189,0.715,1597,31,0.722,0
815299833,Existing Customer,38,F,2,Graduate,Married,Less than $40K,Blue,33,5,2,3,2228,1717,511,1.625,2334,61,0.848,0.771
721003008,Attrited Customer,36,F,4,Graduate,Married,Less than $40K,Blue,24,3,2,2,3261,2517,744,0.378,856,18,0.059,0.772
779883933,Existing Customer,40,F,4,Graduate,Married,Less than $40K,Blue,24,3,3,2,8014,1402,6612,0.873,1596,34,0.789,0.175
716612958,Existing Customer,35,F,2,College,Married,$40K - $60K,Blue,29,6,1,3,10980,1726,9254,0.856,1830,36,0.636,0.157
715859058,Existing Customer,54,M,3,Post-Graduate,Married,$120K +,Blue,42,6,3,4,3092,2165,927,0.676,1369,37,0.542,0.7
772031733,Existing Customer,40,M,4,Graduate,Single,$80K - $120K,Blue,29,5,1,2,14315,690,13625,1.32,2603,56,0.806,0.048
720668358,Existing Customer,59,M,0,Uneducated,Single,$40K - $60K,Blue,46,3,3,3,1648,997,651,0.776,1776,36,0.565,0.605
778708533,Attrited Customer,26,F,0,High School,Single,$40K - $60K,Blue,13,2,2,4,1730,1616,114,0.331,869,27,0.286,0.934
719649408,Existing Customer,46,M,2,High School,Married,$60K - $80K,Blue,35,6,3,3,13768,763,13005,0.712,1390,44,0.76,0.055
711934308,Existing Customer,38,M,3,Graduate,Single,$40K - $60K,Blue,19,5,2,3,1705,0,1705,0.604,3342,62,0.824,0
781326483,Existing Customer,31,M,0,Graduate,Divorced,$60K - $80K,Blue,25,6,1,2,8673,0,8673,0.876,2457,58,0.933,0
712557708,Existing Customer,35,M,1,High School,Married,$60K - $80K,Blue,21,5,2,2,6391,2317,4074,0.831,2274,61,1.033,0.363
789187908,Existing Customer,56,M,2,Uneducated,Married,$80K - $120K,Blue,45,4,2,2,11102,1946,9156,0.625,1448,36,1,0.175
773297508,Existing Customer,34,M,3,College,Married,$80K - $120K,Blue,28,3,1,3,24765,1999,22766,1.013,1544,36,0.714,0.081
716529258,Existing Customer,42,M,4,Doctorate,Married,$80K - $120K,Blue,27,5,3,4,31864,0,31864,1.009,1591,35,0.75,0
708242283,Existing Customer,29,M,1,College,Single,$60K - $80K,Blue,36,5,3,2,5346,0,5346,0.928,3253,80,0.818,0
789247458,Existing Customer,32,M,0,Graduate,Single,$40K - $60K,Blue,21,6,2,3,2801,1472,1329,1.027,2467,54,0.8,0.526
717100833,Existing Customer,37,F,2,High School,Married,Less than $40K,Blue,27,6,6,2,3148,0,3148,0.498,1401,31,0.722,0
721236408,Existing Customer,38,M,2,Graduate,Married,$80K - $120K,Blue,29,5,3,3,7535,2517,5018,0.813,1655,41,0.577,0.334
720122808,Attrited Customer,52,M,2,High School,Married,$60K - $80K,Silver,35,4,4,3,33180,511,32669,0.681,797,14,0.273,0.015
716882658,Existing Customer,62,F,2,Graduate,Married,Less than $40K,Blue,51,6,2,4,2986,1632,1354,0.883,2141,55,0.667,0.547
709085358,Existing Customer,36,M,1,Graduate,Single,$60K - $80K,Blue,36,3,3,4,2601,1817,784,0.663,2542,67,0.675,0.699
715785933,Existing Customer,54,M,3,College,Married,$80K - $120K,Blue,45,4,3,0,3380,1655,1725,0.636,1636,58,0.706,0.49
717159858,Existing Customer,27,M,1,High School,Single,$60K - $80K,Blue,18,5,2,2,2730,1351,1379,0.623,2319,61,0.743,0.495
713259858,Attrited Customer,26,M,0,High School,Single,$40K - $60K,Blue,15,3,1,3,3324,0,3324,0.537,982,22,0.692,0
787516908,Existing Customer,56,F,2,Graduate,Married,Less than $40K,Blue,45,4,3,3,2665,1844,821,0.554,1880,58,0.758,0.692
711145008,Existing Customer,60,F,1,Graduate,Married,$40K - $60K,Blue,47,4,3,2,5015,2053,2962,0.442,1325,29,0.381,0.409
715013733,Existing Customer,54,M,4,Graduate,Married,$60K - $80K,Blue,36,4,3,3,6905,2303,4602,0.712,1370,25,0.786,0.334
737982408,Existing Customer,33,M,1,College,Single,$80K - $120K,Blue,26,4,3,4,19136,1608,17528,0.728,2501,55,0.528,0.084
709361058,Existing Customer,35,M,2,Graduate,Married,$60K - $80K,Blue,24,5,1,3,7453,0,7453,0.712,1691,47,0.516,0
773383158,Existing Customer,29,F,1,College,Single,Less than $40K,Blue,23,4,3,4,4945,0,4945,1.033,2743,69,0.769,0
716053083,Attrited Customer,33,M,2,Graduate,Married,$120K +,Blue,21,2,2,4,27992,0,27992,0.433,837,18,1,0
717667833,Existing Customer,34,M,1,Graduate,Married,$40K - $60K,Blue,36,6,2,3,3735,1285,2450,1.034,1877,33,1.2,0.344
772086408,Existing Customer,38,M,3,High School,Single,$80K - $120K,Blue,27,4,1,4,6162,943,5219,0.484,1527,35,0.207,0.153
708597558,Existing Customer,42,M,3,High School,Single,$60K - $80K,Blue,36,4,4,3,3337,795,2542,0.524,3951,68,0.619,0.238
718011783,Existing Customer,55,M,3,Graduate,Married,$40K - $60K,Blue,36,3,3,3,2205,1337,868,0.65,1591,38,0.727,0.606
714360033,Existing Customer,62,M,1,High School,Married,$40K - $60K,Blue,43,5,1,3,4450,1444,3006,0.465,1326,44,0.419,0.324
708513183,Existing Customer,39,M,1,Uneducated,Married,$40K - $60K,Blue,29,4,2,2,4323,1267,3056,1.102,3078,58,0.611,0.293
719353158,Existing Customer,56,M,1,College,Married,$80K - $120K,Blue,45,5,1,3,4145,1468,2677,0.579,1238,36,0.5,0.354
711436083,Existing Customer,36,M,1,Graduate,Married,Less than $40K,Blue,18,6,3,3,2032,1003,1029,1.005,2454,46,0.586,0.494
780374133,Existing Customer,29,M,1,College,Single,$80K - $120K,Blue,19,5,3,3,7010,2103,4907,1.007,2413,48,1.087,0.3
739117233,Existing Customer,57,M,3,High School,Married,$120K +,Blue,50,3,3,2,3205,1530,1675,0.673,2126,58,0.657,0.477
795237183,Existing Customer,51,F,2,Graduate,Married,$40K - $60K,Blue,45,3,2,4,5930,0,5930,1.19,2041,32,0.684,0
709635858,Existing Customer,56,F,3,Graduate,Married,Less than $40K,Blue,45,6,2,3,2235,0,2235,0.556,1229,27,0.35,0
789701658,Existing Customer,26,M,0,College,Single,$40K - $60K,Blue,13,5,2,2,2047,1196,851,0.623,2180,33,0.941,0.584
711954558,Existing Customer,53,F,3,Graduate,Married,$40K - $60K,Blue,44,3,3,4,2636,2357,279,0.654,1333,34,0.545,0.894
712655583,Existing Customer,41,M,3,Graduate,Married,$40K - $60K,Blue,32,3,3,2,6425,915,5510,0.958,2036,44,0.692,0.142
779686683,Existing Customer,26,F,0,Post-Graduate,Single,Less than $40K,Blue,13,5,3,2,2902,1668,1234,0.621,2088,34,0.478,0.575
711226758,Existing Customer,51,F,1,College,Divorced,Less than $40K,Blue,42,3,2,3,4002,1669,2333,0.702,2024,53,1.12,0.417
713241033,Existing Customer,34,M,0,Graduate,Married,$60K - $80K,Blue,26,4,3,3,5175,977,4198,1.705,2405,49,0.885,0.189
717013383,Existing Customer,52,M,2,High School,Married,$80K - $120K,Blue,43,4,3,4,31258,1518,29740,0.917,2866,53,0.893,0.049
712634133,Existing Customer,54,F,2,Graduate,Married,Less than $40K,Blue,45,5,2,4,2683,1671,1012,0.784,1406,37,0.423,0.623
709537683,Attrited Customer,37,M,3,College,Married,$80K - $120K,Blue,30,3,4,3,11638,926,10712,0.262,563,15,0.364,0.08
720241758,Existing Customer,55,M,0,Doctorate,Married,$80K - $120K,Blue,36,3,1,3,8276,1671,6605,0.359,1409,25,0.25,0.202
785080308,Existing Customer,37,F,2,High School,Married,Less than $40K,Blue,31,5,3,3,2352,0,2352,1.467,2344,48,0.92,0
713358633,Existing Customer,30,M,1,Graduate,Single,$60K - $80K,Blue,36,6,1,2,11371,1015,10356,1.483,2768,68,0.889,0.089
720282558,Existing Customer,36,M,2,Graduate,Single,$80K - $120K,Silver,27,5,2,4,34516,1568,32948,0.878,2873,73,0.659,0.045
821370858,Existing Customer,39,M,1,Graduate,Married,$40K - $60K,Blue,35,5,3,4,6690,1884,4806,0.791,1734,39,0.625,0.282
799249833,Existing Customer,34,M,2,Graduate,Single,Less than $40K,Blue,28,5,1,4,4439,844,3595,0.863,2858,71,0.69,0.19
713016633,Existing Customer,47,M,3,High School,Single,$60K - $80K,Blue,36,4,3,2,5344,1582,3762,0.537,1984,36,1,0.296
814471983,Existing Customer,42,M,3,High School,Divorced,$80K - $120K,Blue,37,6,3,3,27310,0,27310,0.919,1537,41,1.05,0
779612808,Existing Customer,61,M,1,Graduate,Married,$40K - $60K,Blue,50,6,2,4,2531,2360,171,0.955,1263,35,0.591,0.932
716692683,Existing Customer,31,M,1,College,Single,$40K - $60K,Blue,22,4,1,3,9096,0,9096,0.768,2318,54,0.688,0
790145733,Attrited Customer,40,M,3,College,Single,$80K - $120K,Silver,33,1,3,4,34516,0,34516,0.927,1112,26,0.368,0
714421233,Existing Customer,54,F,0,Graduate,Married,Less than $40K,Blue,36,5,3,4,5399,1723,3676,0.765,1292,34,0.889,0.319
812788233,Existing Customer,31,F,0,Graduate,Married,Less than $40K,Blue,21,4,1,4,6315,1305,5010,0.542,2205,43,0.265,0.207
713910108,Existing Customer,38,M,1,Graduate,Married,$80K - $120K,Blue,28,3,2,3,3946,2375,1571,0.921,1646,43,0.536,0.602
808169358,Existing Customer,57,M,2,Uneducated,Single,$40K - $60K,Blue,52,5,3,4,12291,2289,10002,0.685,1683,50,0.471,0.186
714013083,Existing Customer,63,F,2,Graduate,Married,$40K - $60K,Blue,53,4,2,4,3067,1874,1193,0.791,1420,32,0.455,0.611
715381533,Existing Customer,42,F,4,Post-Graduate,Single,Less than $40K,Blue,36,6,2,3,1438.3,674,764.3,1.769,2451,55,1.292,0.469
717678408,Existing Customer,61,F,1,Doctorate,Married,$40K - $60K,Blue,47,4,2,4,8633,2517,6116,0.681,2066,51,0.457,0.292
711509658,Attrited Customer,61,M,2,Graduate,Married,$120K +,Blue,49,3,0,4,11374,2517,8857,1.015,1088,26,1.167,0.221
757481283,Existing Customer,35,M,3,College,Married,$60K - $80K,Blue,28,4,3,4,6921,2159,4762,0.895,1931,35,0.75,0.312
808681158,Existing Customer,57,M,0,Graduate,Married,$80K - $120K,Blue,52,4,6,4,2564,2379,185,0.358,1343,35,0.296,0.928
708208758,Existing Customer,53,M,1,Graduate,Single,$80K - $120K,Blue,45,6,3,2,1826,883,943,0.953,2199,48,1,0.484
714772758,Existing Customer,35,F,3,Graduate,Married,Less than $40K,Blue,27,6,2,4,2926,1346,1580,0.834,1851,48,0.455,0.46
713830233,Existing Customer,47,F,5,High School,Married,$40K - $60K,Blue,36,5,3,2,7061,1813,5248,0.744,1831,60,0.5,0.257
814513008,Existing Customer,38,M,2,Graduate,Married,$80K - $120K,Blue,33,5,3,3,9620,2033,7587,0.667,1735,43,0.387,0.211
712765158,Existing Customer,26,F,1,High School,Single,Less than $40K,Blue,15,5,3,3,2539,2162,377,0.635,2386,47,0.382,0.852
720231108,Existing Customer,57,M,2,Graduate,Single,Less than $40K,Blue,39,3,4,3,3451,0,3451,0.744,3031,57,0.676,0
720662508,Existing Customer,39,M,1,Graduate,Married,$120K +,Blue,25,6,3,2,5764,1529,4235,1.356,1972,38,0.52,0.265
708623283,Existing Customer,35,M,2,Uneducated,Single,$60K - $80K,Blue,16,6,3,2,18278,0,18278,0.798,2084,61,1.103,0
813247083,Existing Customer,38,M,2,Graduate,Married,$80K - $120K,Blue,33,4,3,2,16059,618,15441,0.824,1357,26,1,0.038
811915383,Existing Customer,36,M,3,Uneducated,Married,$40K - $60K,Blue,31,6,2,2,3152,1986,1166,1.328,2530,50,0.724,0.63
719818983,Attrited Customer,39,M,1,College,Divorced,$80K - $120K,Blue,28,1,3,4,12464,0,12464,0.864,1195,35,0.522,0
710067183,Existing Customer,28,M,1,High School,Single,Less than $40K,Blue,36,5,2,3,1950,0,1950,0.803,2074,81,0.8,0
771234558,Existing Customer,65,F,0,Graduate,Single,Less than $40K,Blue,56,6,3,2,7478,0,7478,0.847,2213,62,0.771,0
820288233,Existing Customer,26,F,0,Uneducated,Single,Less than $40K,Blue,20,4,3,4,1438.3,0,1438.3,0.764,2731,39,0.5,0
717511533,Existing Customer,28,M,0,Graduate,Single,Less than $40K,Blue,36,4,2,4,1707,1191,516,0.669,2950,87,0.977,0.698
712495233,Existing Customer,31,F,0,Uneducated,Married,Less than $40K,Blue,19,5,3,2,2370,1699,671,0.889,2411,53,0.656,0.717
718484283,Existing Customer,57,M,3,Post-Graduate,Married,$60K - $80K,Blue,36,6,1,4,3478,2517,961,0.685,1409,49,0.75,0.724
717413658,Existing Customer,43,M,4,High School,Married,$40K - $60K,Blue,32,6,2,2,1539,989,550,0.86,1987,47,0.808,0.643
804668658,Attrited Customer,26,F,0,Uneducated,Single,Less than $40K,Blue,20,3,2,4,1438.3,0,1438.3,0.506,947,20,0.053,0
715934283,Existing Customer,39,F,2,High School,Single,$40K - $60K,Blue,26,6,3,2,3142,1639,1503,0.986,3046,56,1.154,0.522
715279683,Existing Customer,52,F,2,Uneducated,Married,$40K - $60K,Blue,36,5,1,4,1438.3,0,1438.3,0.529,1679,39,0.5,0
718971333,Existing Customer,33,M,1,Graduate,Single,$80K - $120K,Blue,20,5,3,2,13206,925,12281,0.766,2342,51,1.318,0.07
709219533,Existing Customer,53,M,3,High School,Married,$60K - $80K,Blue,41,3,1,0,2480,1351,1129,0.522,1359,36,0.565,0.545
802464033,Existing Customer,65,F,0,Graduate,Married,Less than $40K,Blue,56,6,3,3,4460,1262,3198,0.898,1877,41,0.783,0.283
712757808,Existing Customer,33,F,2,Uneducated,Married,Less than $40K,Blue,22,4,2,4,1544,0,1544,0.677,1731,40,0.739,0
708741633,Existing Customer,52,M,4,High School,Married,$60K - $80K,Blue,44,6,3,4,4153,0,4153,0.434,1771,41,0.367,0
714043833,Existing Customer,37,F,3,Graduate,Single,Less than $40K,Blue,36,5,2,4,3685,1396,2289,0.974,3016,85,0.809,0.379
789577833,Existing Customer,56,M,2,Graduate,Married,$120K +,Blue,49,4,1,4,8902,1932,6970,0.781,969,29,1.071,0.217
787570758,Existing Customer,35,M,2,Uneducated,Married,$120K +,Blue,26,3,3,4,2944,1596,1348,0.737,2070,44,0.467,0.542
720371733,Existing Customer,58,F,0,Graduate,Married,Less than $40K,Blue,47,5,3,2,2232,786,1446,0.435,1395,39,0.345,0.352
711776433,Existing Customer,37,M,3,Uneducated,Single,$80K - $120K,Blue,26,4,2,2,23622,1153,22469,0.666,2574,65,0.625,0.049
709583133,Existing Customer,53,M,3,Uneducated,Married,$40K - $60K,Blue,40,6,3,3,3326,1442,1884,0.711,1627,54,1.077,0.434
719521983,Existing Customer,38,M,2,Uneducated,Married,$40K - $60K,Blue,31,4,3,3,6116,1698,4418,0.937,1592,32,1,0.278
718415133,Existing Customer,38,M,1,Uneducated,Married,$80K - $120K,Blue,25,6,1,3,11352,0,11352,1.324,1601,34,1.125,0
720462633,Existing Customer,43,F,3,Uneducated,Single,Less than $40K,Blue,29,3,2,3,4138,643,3495,0.681,1827,49,0.581,0.155
715005558,Existing Customer,36,M,2,College,Single,$80K - $120K,Blue,36,6,2,2,8374,2147,6227,1.113,2472,65,1.167,0.256
779993208,Existing Customer,38,F,2,Uneducated,Married,Less than $40K,Blue,28,3,3,3,7049,0,7049,0.988,1475,27,1.7,0
787543008,Existing Customer,37,M,1,Graduate,Single,$40K - $60K,Blue,27,5,3,4,3851,1695,2156,0.717,2349,61,0.968,0.44
743265108,Existing Customer,37,M,4,College,Single,$60K - $80K,Blue,30,5,1,4,15936,827,15109,1.085,2477,49,1.042,0.052
713770383,Existing Customer,29,F,0,Uneducated,Divorced,Less than $40K,Blue,19,5,4,4,2926,0,2926,0.84,2775,74,1.114,0
712392108,Existing Customer,51,M,3,High School,Married,$60K - $80K,Blue,36,3,2,4,10305,691,9614,0.485,1451,25,0.667,0.067
720145683,Existing Customer,54,M,1,College,Married,$60K - $80K,Blue,42,3,2,2,2987,2517,470,0.479,1617,35,0.75,0.843
714832383,Existing Customer,35,M,0,High School,Single,$80K - $120K,Gold,29,6,2,3,34516,1965,32551,1.044,2949,70,1,0.057
772706283,Existing Customer,38,F,2,College,Married,$40K - $60K,Blue,28,3,3,4,6275,1579,4696,0.996,1585,43,0.72,0.252
795920358,Existing Customer,33,F,2,High School,Married,Less than $40K,Blue,27,3,2,3,7185,0,7185,1.504,2679,45,0.8,0
716277558,Existing Customer,45,F,1,Uneducated,Single,Less than $40K,Blue,36,4,3,4,3281,1961,1320,0.744,1779,47,0.808,0.598
764776833,Existing Customer,61,M,0,Graduate,Married,$40K - $60K,Blue,54,3,3,2,3077,1646,1431,0.456,1523,30,0.579,0.535
710795883,Existing Customer,33,F,3,Uneducated,Married,Less than $40K,Blue,16,6,1,4,2042,1864,178,1.318,2758,50,0.852,0.913
710428308,Existing Customer,55,M,4,High School,Single,$60K - $80K,Blue,51,4,1,4,2001,1553,448,0.482,1910,51,0.7,0.776
721096983,Existing Customer,34,F,2,Graduate,Single,Less than $40K,Blue,36,4,3,4,3625,2517,1108,1.158,2616,46,1.3,0.694
715760733,Existing Customer,58,M,4,High School,Married,$40K - $60K,Blue,47,6,3,4,7803,1885,5918,0.531,1199,25,0.316,0.242
718227033,Existing Customer,38,F,4,Graduate,Married,Less than $40K,Blue,30,3,1,2,5951,1702,4249,1.264,2565,53,0.71,0.286
720610008,Attrited Customer,59,M,1,College,Married,$120K +,Blue,50,1,5,4,15796,812,14984,0.719,1339,23,0.15,0.051
714111333,Existing Customer,55,M,1,High School,Married,$60K - $80K,Blue,46,6,1,3,5381,0,5381,0.746,1910,38,1,0
717551358,Existing Customer,63,M,0,Graduate,Married,$60K - $80K,Blue,55,4,1,4,3556,2517,1039,0.983,2279,56,0.6,0.708
813573333,Existing Customer,60,M,1,High School,Married,Less than $40K,Blue,55,5,1,4,2661,1466,1195,0.631,1354,25,0.316,0.551
711709683,Existing Customer,53,F,2,Uneducated,Married,Less than $40K,Blue,36,6,1,4,3506,1405,2101,0.766,1999,48,0.655,0.401
712902483,Existing Customer,35,M,3,High School,Married,$60K - $80K,Blue,24,3,2,2,2066,1699,367,0.624,1895,43,0.536,0.822
719883858,Existing Customer,58,M,2,Graduate,Married,Less than $40K,Blue,48,4,1,0,2774,0,2774,0.721,1258,33,0.435,0
712043433,Existing Customer,53,M,1,Graduate,Married,$80K - $120K,Blue,36,5,2,2,11329,1180,10149,0.648,1213,33,0.571,0.104
769095558,Existing Customer,59,M,1,Doctorate,Single,$60K - $80K,Blue,53,3,2,2,9055,1560,7495,0.696,1755,45,0.8,0.172
816094233,Existing Customer,37,M,1,High School,Married,$120K +,Blue,32,6,2,2,17393,1409,15984,0.608,1692,38,0.652,0.081
758417508,Existing Customer,50,F,4,High School,Divorced,Less than $40K,Blue,43,6,3,4,5908,0,5908,0.822,3313,72,0.756,0
721234308,Existing Customer,35,F,2,Uneducated,Married,Less than $40K,Blue,21,6,2,3,5825,1815,4010,1.132,2820,62,0.879,0.312
717138558,Existing Customer,28,M,0,Post-Graduate,Married,$40K - $60K,Blue,16,5,1,3,3665,0,3665,0.737,1813,31,0.409,0
798120858,Existing Customer,37,M,3,Uneducated,Married,$80K - $120K,Blue,31,4,2,2,3797,1425,2372,1.505,2555,44,0.833,0.375
709997958,Existing Customer,39,M,3,Graduate,Married,$40K - $60K,Blue,28,4,3,4,3478,0,3478,0.65,2133,54,0.543,0
712617408,Existing Customer,31,M,1,Post-Graduate,Single,$40K - $60K,Blue,20,5,3,3,13734,0,13734,0.855,2566,74,0.762,0
720158208,Existing Customer,37,M,3,Graduate,Married,$60K - $80K,Blue,23,4,3,2,3034,2167,867,0.711,2058,49,0.485,0.714
716548083,Existing Customer,39,M,4,Graduate,Married,Less than $40K,Blue,32,4,1,4,2973,2360,613,1.257,2593,57,0.781,0.794
717631008,Existing Customer,38,M,2,Graduate,Married,$80K - $120K,Blue,31,4,1,2,24296,0,24296,0.781,1886,48,0.5,0
813964383,Existing Customer,35,M,3,Graduate,Single,$40K - $60K,Blue,30,3,1,3,8969,1226,7743,0.84,2568,59,0.735,0.137
719952408,Existing Customer,30,M,0,Graduate,Married,Less than $40K,Blue,36,3,3,2,2550,1623,927,0.65,1870,51,0.275,0.636
771028533,Attrited Customer,48,F,3,Post-Graduate,Married,Less than $40K,Silver,35,5,1,3,10357,0,10357,0.506,911,25,0.19,0
713998233,Existing Customer,37,F,2,High School,Single,Less than $40K,Blue,36,6,2,4,3586,1414,2172,0.745,2780,57,0.727,0.394
713574708,Existing Customer,39,M,3,College,Single,$40K - $60K,Blue,28,6,2,2,1640,1177,463,0.695,3124,66,0.784,0.718
712004208,Existing Customer,65,M,0,Graduate,Single,Less than $40K,Blue,56,3,3,2,3422,0,3422,0.929,1973,59,0.686,0
819610908,Attrited Customer,38,M,2,Uneducated,Single,$80K - $120K,Blue,33,1,4,4,32938,2089,30849,0.72,1137,26,0.238,0.063
712064358,Existing Customer,38,M,1,Graduate,Married,$60K - $80K,Blue,36,6,3,4,2507,1544,963,0.906,1999,34,0.789,0.616
816013383,Attrited Customer,65,F,0,Graduate,Divorced,Less than $40K,Blue,56,3,6,3,6184,0,6184,1.016,1712,27,0.286,0
780881358,Existing Customer,35,M,3,Graduate,Single,$40K - $60K,Silver,17,6,3,2,16659,0,16659,1.012,2551,74,0.609,0
709422183,Existing Customer,58,F,1,Graduate,Married,Less than $40K,Blue,46,4,2,2,2203,1394,809,0.57,1788,45,0.364,0.633
809941233,Existing Customer,53,M,1,Graduate,Married,$80K - $120K,Blue,48,4,1,3,3074,2390,684,0.421,1377,38,0.583,0.777
710844408,Existing Customer,38,M,3,Post-Graduate,Married,$60K - $80K,Blue,36,4,3,2,2584,0,2584,0.593,1843,28,0.647,0
807141183,Existing Customer,34,M,1,Graduate,Married,$120K +,Blue,29,4,3,2,14938,1412,13526,0.677,1930,36,0.636,0.095
808273533,Attrited Customer,39,M,2,High School,Single,$60K - $80K,Blue,34,3,4,3,1818,0,1818,0.651,2054,55,0.774,0
716297658,Existing Customer,37,M,2,Graduate,Single,$80K - $120K,Blue,36,4,1,4,14926,0,14926,0.635,2405,55,0.667,0
716532258,Existing Customer,51,F,1,High School,Single,Less than $40K,Blue,43,4,3,2,2827,1308,1519,0.79,3291,55,0.618,0.463
720540708,Existing Customer,53,F,3,Uneducated,Married,Less than $40K,Blue,42,3,2,4,2773,1507,1266,1.06,1197,25,1.083,0.543
720904233,Existing Customer,53,M,0,Graduate,Married,$80K - $120K,Blue,41,3,3,2,16033,560,15473,0.963,1158,31,1.067,0.035
720863133,Existing Customer,65,M,1,Graduate,Married,Less than $40K,Blue,54,5,3,4,3213,2517,696,0.507,1855,39,0.773,0.783
714957108,Existing Customer,33,F,3,High School,Divorced,Less than $40K,Blue,26,5,1,3,3616,0,3616,0.912,3133,72,1,0
790102008,Existing Customer,37,M,3,Doctorate,Single,$60K - $80K,Blue,30,6,1,3,5924,1023,4901,0.765,3305,80,0.778,0.173
781933983,Existing Customer,47,M,4,Graduate,Married,$40K - $60K,Blue,41,5,3,4,14535,0,14535,0.711,2970,76,0.689,0
712643358,Existing Customer,59,F,0,High School,Married,Less than $40K,Blue,49,6,2,4,2833,1609,1224,0.78,1335,23,1.3,0.568
716686158,Existing Customer,59,F,0,Post-Graduate,Married,Less than $40K,Blue,49,5,2,3,1479,601,878,0.607,1621,32,0.6,0.406
721344858,Existing Customer,26,M,0,Uneducated,Single,Less than $40K,Blue,13,4,4,4,2237,451,1786,0.837,2192,36,0.44,0.202
813230208,Existing Customer,45,M,4,College,Single,$120K +,Blue,40,3,3,3,2900,1782,1118,1.351,4686,64,0.561,0.614
787500333,Existing Customer,52,M,2,Post-Graduate,Single,$80K - $120K,Blue,40,6,1,3,8695,1407,7288,0.634,2030,58,0.706,0.162
768582033,Existing Customer,47,M,3,High School,Married,$40K - $60K,Blue,41,6,3,4,6692,1897,4795,1.035,3902,76,0.689,0.283
719916408,Existing Customer,34,M,5,Graduate,Married,$60K - $80K,Blue,27,5,2,2,2501,1909,592,0.956,1850,34,1.125,0.763
789433758,Existing Customer,36,M,0,College,Married,$80K - $120K,Blue,27,3,3,2,6338,2379,3959,0.624,1715,39,0.5,0.375
785011383,Attrited Customer,36,F,0,Uneducated,Divorced,$40K - $60K,Blue,30,1,3,4,2190,0,2190,0.908,1412,38,0.583,0
719283633,Existing Customer,57,F,3,Uneducated,Married,$40K - $60K,Blue,49,4,2,3,7578,1628,5950,0.721,1325,29,1.231,0.215
710816358,Existing Customer,29,M,1,Post-Graduate,Married,Less than $40K,Blue,18,4,3,2,2963,1466,1497,1.378,2523,48,0.846,0.495
779653458,Existing Customer,37,M,3,Graduate,Married,$80K - $120K,Blue,20,3,3,3,8260,2077,6183,1.167,2323,47,0.621,0.251
716382708,Attrited Customer,46,F,2,Graduate,Single,Less than $40K,Blue,36,3,4,3,8309,858,7451,0.888,1165,35,0.4,0.103
710387583,Existing Customer,55,M,0,High School,Married,$80K - $120K,Blue,35,5,1,4,3864,1901,1963,0.289,1018,32,0.391,0.492
718772133,Existing Customer,56,M,3,Graduate,Married,$80K - $120K,Blue,47,6,3,3,10230,1082,9148,0.658,1484,34,0.545,0.106
711224733,Attrited Customer,32,M,0,High School,Married,$120K +,Blue,27,3,3,4,22382,0,22382,0.418,695,10,0.25,0
718360083,Existing Customer,39,M,4,Uneducated,Married,$120K +,Blue,36,6,3,2,25790,1798,23992,0.973,2443,70,0.556,0.07
716102583,Existing Customer,63,F,1,Graduate,Married,Less than $40K,Blue,53,6,1,3,2675,2517,158,0.957,1959,56,1,0.941
708459633,Existing Customer,38,M,2,High School,Married,$60K - $80K,Blue,26,4,1,3,5815,1698,4117,0.896,1604,42,0.448,0.292
712868733,Existing Customer,60,M,0,Uneducated,Married,Less than $40K,Blue,52,5,1,2,2595,2189,406,0.276,1562,27,0.174,0.844
713790708,Existing Customer,38,M,3,Uneducated,Married,$60K - $80K,Blue,36,5,2,3,3421,2308,1113,2.037,2269,39,1.053,0.675
717648783,Existing Customer,63,M,2,High School,Married,$80K - $120K,Blue,51,4,2,3,6922,1704,5218,0.278,1449,28,0.217,0.246
714709983,Existing Customer,43,F,2,College,Married,Less than $40K,Blue,36,6,2,4,6979,898,6081,0.565,1665,44,0.375,0.129
819409608,Existing Customer,39,F,2,Graduate,Married,Less than $40K,Blue,34,4,3,4,2594,0,2594,0.526,1457,43,0.387,0
791856033,Attrited Customer,45,M,2,College,Divorced,$80K - $120K,Blue,39,3,4,4,34516,0,34516,1.014,1041,27,0.35,0
714474483,Existing Customer,35,F,1,Graduate,Married,$40K - $60K,Blue,29,4,2,2,2523,1877,646,1.631,2005,50,1.174,0.744
716448783,Attrited Customer,48,F,3,Graduate,Married,$40K - $60K,Blue,39,2,4,3,6235,0,6235,0.848,1225,34,0.478,0
711065133,Existing Customer,26,M,1,High School,Single,$40K - $60K,Blue,13,6,2,4,1473,0,1473,0.813,2099,39,0.857,0
713769258,Existing Customer,36,M,3,College,Married,$120K +,Blue,26,3,2,3,17116,939,16177,1.575,2547,45,0.731,0.055
712288158,Existing Customer,37,M,2,College,Married,$80K - $120K,Blue,17,5,3,2,4631,1991,2640,1.669,2864,37,0.947,0.43
789127533,Existing Customer,49,M,4,High School,Divorced,$80K - $120K,Blue,37,5,2,2,32338,1664,30674,0.919,3013,83,0.766,0.051
717038733,Existing Customer,56,M,3,Uneducated,Married,$60K - $80K,Blue,36,5,3,3,2253,1375,878,0.388,1324,38,0.31,0.61
804840033,Existing Customer,45,M,2,College,Married,$60K - $80K,Blue,38,4,6,4,16611,0,16611,0.954,1960,48,0.6,0
712058958,Existing Customer,28,M,0,High School,Single,Less than $40K,Blue,19,3,3,4,3480,0,3480,0.731,2744,75,0.829,0
708295533,Existing Customer,65,F,0,Post-Graduate,Married,Less than $40K,Blue,56,5,3,2,3549,1880,1669,0.624,1215,22,0.571,0.53
817686633,Existing Customer,26,F,1,College,Single,Less than $40K,Blue,15,5,2,4,1438.3,737,701.3,0.806,2856,39,0.5,0.512
713738883,Existing Customer,57,F,3,Uneducated,Married,Less than $40K,Blue,36,6,2,3,3136,1422,1714,0.591,1260,34,0.889,0.453
721310283,Existing Customer,47,M,3,Graduate,Single,$120K +,Blue,36,6,2,4,34516,933,33583,0.946,1804,32,0.6,0.027
803132733,Existing Customer,54,F,1,Graduate,Married,Less than $40K,Blue,48,4,3,2,6814,1570,5244,0.653,1339,30,0.364,0.23
711615933,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,33,3,3,2,28170,1859,26311,0.568,1013,28,0.75,0.066
785311158,Existing Customer,54,F,2,Graduate,Single,Less than $40K,Blue,48,6,1,4,6610,928,5682,0.894,3328,69,0.683,0.14
717267108,Existing Customer,37,M,1,College,Single,$60K - $80K,Blue,26,6,3,2,15755,1410,14345,0.839,2061,61,0.649,0.089
711636558,Existing Customer,33,M,3,Graduate,Married,$80K - $120K,Blue,36,5,3,4,2711,2073,638,0.711,1567,42,0.75,0.765
717504258,Existing Customer,38,M,2,College,Married,$40K - $60K,Blue,25,4,1,4,3735,1199,2536,0.886,1573,35,0.75,0.321
718242333,Existing Customer,36,M,4,Graduate,Single,$80K - $120K,Blue,36,5,3,2,10216,1822,8394,0.778,2568,69,0.683,0.178
708892833,Attrited Customer,37,M,2,Graduate,Married,$120K +,Blue,30,2,4,4,13662,0,13662,0.153,725,22,0,0
720191883,Existing Customer,45,M,3,High School,Single,$60K - $80K,Blue,35,5,3,3,7050,659,6391,0.52,1236,36,1,0.093
710934033,Existing Customer,26,M,0,High School,Single,Less than $40K,Blue,13,6,1,4,1775,1162,613,0.93,2169,43,0.536,0.655
714473658,Existing Customer,42,M,3,Graduate,Single,$40K - $60K,Blue,30,6,2,2,8960,1054,7906,0.414,1488,26,0.368,0.118
716569983,Existing Customer,33,M,2,College,Married,$80K - $120K,Blue,36,3,1,2,2355,1773,582,0.774,1765,27,0.929,0.753
789833583,Existing Customer,57,F,4,High School,Married,$40K - $60K,Blue,47,5,2,4,6803,1332,5471,0.809,1476,30,0.579,0.196
818923158,Existing Customer,55,M,2,Graduate,Married,$60K - $80K,Blue,50,5,2,4,2145,1207,938,0.521,1275,31,0.476,0.563
716596308,Existing Customer,40,M,3,Uneducated,Single,$80K - $120K,Blue,36,5,2,3,3919,1640,2279,0.8,1872,51,0.5,0.418
716620458,Existing Customer,32,M,1,High School,Single,Less than $40K,Blue,23,3,2,3,4500,0,4500,0.626,2439,63,0.703,0
710251608,Existing Customer,62,F,1,High School,Married,Less than $40K,Blue,54,3,3,4,2941,1173,1768,0.436,1453,27,0.35,0.399
710633808,Existing Customer,26,M,0,Graduate,Single,$60K - $80K,Blue,13,3,3,3,7102,0,7102,0.537,2411,41,0.281,0
719318583,Attrited Customer,37,M,3,High School,Married,Less than $40K,Blue,26,3,3,4,6866,2389,4477,0.395,862,13,0.182,0.348
819202533,Existing Customer,57,M,1,Doctorate,Married,$80K - $120K,Blue,52,3,2,3,10378,1540,8838,0.547,1306,32,0.28,0.148
771196083,Existing Customer,47,M,4,Graduate,Married,$80K - $120K,Blue,34,6,3,3,18178,0,18178,0.922,1837,37,0.682,0
788965683,Existing Customer,49,F,4,Uneducated,Married,Less than $40K,Blue,36,6,3,3,1438.3,0,1438.3,0.782,2170,41,0.464,0
817142433,Existing Customer,35,M,3,Graduate,Married,$80K - $120K,Blue,20,5,3,4,8082,2307,5775,0.637,1725,29,1.071,0.285
713309583,Existing Customer,55,F,2,College,Married,Less than $40K,Blue,36,6,3,4,2967,2129,838,1.075,2177,59,0.788,0.718
710273658,Existing Customer,36,M,2,Graduate,Married,$60K - $80K,Blue,17,5,2,3,3092,1825,1267,1.46,2883,61,0.488,0.59
771429408,Existing Customer,54,M,1,High School,Married,$80K - $120K,Blue,42,5,3,2,1618,668,950,0.552,1515,31,0.476,0.413
719452308,Existing Customer,30,F,0,Graduate,Married,Less than $40K,Blue,23,5,2,3,2498,1632,866,0.712,2048,35,1.188,0.653
818908833,Existing Customer,46,M,3,Graduate,Married,$40K - $60K,Blue,41,5,2,2,2564,0,2564,1.026,2038,45,0.364,0
780998133,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,34,3,4,4,10540,1489,9051,1.029,1980,45,0.607,0.141
801726933,Existing Customer,34,M,2,Graduate,Married,$120K +,Blue,28,4,3,3,13384,1853,11531,0.807,1899,33,0.833,0.138
788474658,Existing Customer,55,M,3,Graduate,Married,$80K - $120K,Blue,48,5,2,4,16208,1278,14930,0.543,1842,56,0.436,0.079
710562258,Existing Customer,44,M,1,Graduate,Married,$80K - $120K,Blue,33,5,4,3,19214,0,19214,0.998,3407,47,1.136,0
814776033,Existing Customer,34,M,2,Graduate,Single,$80K - $120K,Blue,29,3,1,3,13395,1678,11717,1.006,2650,69,0.865,0.125
715057383,Existing Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,31,6,3,4,17126,1201,15925,0.802,3891,79,0.881,0.07
717970158,Existing Customer,42,M,2,College,Single,$60K - $80K,Blue,36,5,3,2,8083,0,8083,1.076,3942,84,0.75,0
715168008,Existing Customer,36,M,3,Graduate,Divorced,$40K - $60K,Blue,28,4,2,3,8995,1547,7448,0.923,2398,61,0.794,0.172
720802833,Existing Customer,26,F,1,High School,Single,Less than $40K,Blue,13,3,2,3,2404,1198,1206,0.501,2692,63,0.5,0.498
789370383,Existing Customer,42,M,1,High School,Married,$40K - $60K,Blue,32,4,2,2,2807,1845,962,1.027,1346,26,1,0.657
711782733,Existing Customer,55,M,0,Graduate,Married,$40K - $60K,Blue,36,3,3,2,3097,827,2270,0.511,1390,24,0.263,0.267
719381733,Existing Customer,61,M,2,High School,Single,$60K - $80K,Blue,47,5,2,3,2175,1404,771,0.633,3994,64,0.778,0.646
771169458,Existing Customer,41,M,4,College,Married,$120K +,Blue,28,5,3,0,28020,1470,26550,1.226,1723,36,1.25,0.052
709974108,Existing Customer,35,F,1,Graduate,Single,Less than $40K,Blue,23,4,3,3,2640,1051,1589,0.833,3116,80,0.6,0.398
757024233,Existing Customer,34,M,2,Graduate,Single,$120K +,Blue,27,3,1,4,31313,2152,29161,0.679,2555,62,0.676,0.069
768928833,Existing Customer,37,M,2,High School,Married,$80K - $120K,Blue,31,3,2,4,7304,0,7304,1.144,2717,63,0.703,0
812441358,Existing Customer,26,M,1,College,Divorced,$40K - $60K,Blue,21,3,3,2,1438.3,0,1438.3,0.745,2660,89,0.712,0
713287608,Existing Customer,54,F,3,High School,Married,Less than $40K,Blue,41,5,4,4,3161,1220,1941,0.82,2412,62,0.824,0.386
711357858,Attrited Customer,47,F,3,Graduate,Single,Less than $40K,Blue,36,5,3,4,7246,0,7246,0.612,777,13,0.625,0
715478733,Existing Customer,56,F,5,Graduate,Married,Less than $40K,Blue,36,5,4,4,3088,2517,571,0.848,2292,54,0.862,0.815
713469333,Existing Customer,40,M,2,High School,Single,$80K - $120K,Blue,28,6,2,4,19279,1427,17852,0.892,1777,56,0.647,0.074
719243808,Existing Customer,33,F,1,Graduate,Married,Less than $40K,Blue,20,3,2,4,3792,1625,2167,0.618,1888,39,0.625,0.429
772202058,Existing Customer,64,M,0,Graduate,Married,Less than $40K,Blue,53,3,3,4,2084,1647,437,0.664,1597,37,0.542,0.79
711346383,Existing Customer,33,M,1,High School,Single,$80K - $120K,Blue,28,4,3,3,34516,0,34516,0.636,2804,70,0.842,0
711405333,Existing Customer,52,M,3,Post-Graduate,Married,$80K - $120K,Blue,43,5,2,2,6849,2126,4723,0.611,1651,43,0.344,0.31
778407033,Existing Customer,59,F,0,Uneducated,Married,Less than $40K,Blue,39,6,3,4,2417,1932,485,1.044,2367,50,0.786,0.799
709858533,Existing Customer,29,M,2,Graduate,Divorced,Less than $40K,Blue,20,4,1,2,2462,2021,441,0.966,2320,57,0.676,0.821
711816108,Attrited Customer,40,M,3,High School,Single,$80K - $120K,Blue,29,2,2,4,18563,0,18563,0.729,2395,45,0.552,0
717105258,Existing Customer,37,F,1,Graduate,Married,Less than $40K,Blue,36,3,3,3,3992,1289,2703,1.008,2181,32,0.6,0.323
715822008,Existing Customer,32,M,1,High School,Married,Less than $40K,Blue,14,4,2,2,3568,2175,1393,1.368,1913,35,0.667,0.61
714971583,Existing Customer,36,M,2,Graduate,Single,$60K - $80K,Blue,27,3,3,2,7776,831,6945,1.007,3063,87,0.891,0.107
709025583,Existing Customer,53,M,3,High School,Married,$80K - $120K,Blue,36,3,3,3,9355,715,8640,0.422,1138,38,0.727,0.076
789297558,Existing Customer,36,M,1,Uneducated,Single,$120K +,Blue,25,6,3,2,7049,1932,5117,0.804,2602,51,0.545,0.274
710375283,Existing Customer,26,F,0,Uneducated,Single,$40K - $60K,Blue,18,4,3,2,2033,1471,562,0.672,2236,55,0.41,0.724
712189233,Existing Customer,38,F,1,Graduate,Married,$40K - $60K,Blue,20,5,1,3,5153,2517,2636,1.488,3095,63,0.969,0.488
713767383,Existing Customer,32,F,0,High School,Married,$40K - $60K,Blue,22,4,2,2,2062,1665,397,1.276,2397,41,0.64,0.807
797414733,Existing Customer,37,F,3,Graduate,Single,Less than $40K,Blue,31,3,3,4,2005,1517,488,0.729,2439,61,0.848,0.757
714151533,Existing Customer,55,F,1,Graduate,Married,$40K - $60K,Blue,46,5,4,4,4589,1622,2967,0.425,1569,33,0.269,0.353
787494783,Existing Customer,58,M,3,High School,Married,$60K - $80K,Blue,46,5,3,2,8184,1205,6979,0.965,2140,49,0.69,0.147
710297133,Existing Customer,47,M,3,High School,Married,$80K - $120K,Blue,36,6,3,3,30210,1194,29016,0.948,3503,65,0.667,0.04
793355508,Existing Customer,32,M,0,Graduate,Single,Less than $40K,Blue,26,6,3,3,6942,0,6942,0.544,2657,71,0.69,0
708580908,Existing Customer,56,M,3,High School,Married,$60K - $80K,Blue,37,3,3,3,14551,2517,12034,0.92,1373,35,0.591,0.173
719826333,Existing Customer,34,F,2,Doctorate,Single,Less than $40K,Blue,13,5,1,2,1438.3,0,1438.3,0.946,2557,67,0.763,0
744764433,Existing Customer,55,M,2,Uneducated,Married,$120K +,Blue,48,5,2,3,30967,817,30150,0.378,1473,35,0.522,0.026
714902283,Existing Customer,43,M,0,High School,Married,$80K - $120K,Blue,36,5,3,3,7866,0,7866,0.747,2843,53,0.828,0
789309558,Existing Customer,31,M,2,College,Married,Less than $40K,Blue,21,6,2,4,2718,1920,798,1.604,2570,49,1.042,0.706
713188383,Existing Customer,54,F,1,College,Married,Less than $40K,Blue,36,4,2,4,3084,2517,567,0.651,1446,22,0.833,0.816
719506983,Existing Customer,52,M,3,Graduate,Married,$80K - $120K,Blue,42,5,2,4,17302,1339,15963,0.631,1181,30,1,0.077
714804483,Existing Customer,48,M,3,College,Divorced,$40K - $60K,Blue,36,3,3,3,12159,1665,10494,0.608,1426,34,0.545,0.137
748503708,Existing Customer,54,F,1,High School,Single,Less than $40K,Blue,47,6,4,3,2797,1627,1170,0.413,1566,36,0.714,0.582
803587533,Existing Customer,33,M,1,Uneducated,Single,$60K - $80K,Blue,28,6,3,4,2618,1812,806,0.706,3319,86,0.911,0.692
789777408,Attrited Customer,26,F,0,Post-Graduate,Single,Less than $40K,Blue,15,3,2,3,1442,1428,14,0.496,1134,26,0.238,0.99
716811483,Existing Customer,30,F,2,Uneducated,Married,Less than $40K,Blue,24,4,2,1,2063,0,2063,0.553,1859,43,0.536,0
714118383,Existing Customer,49,F,5,Graduate,Married,Less than $40K,Blue,43,4,2,3,8154,0,8154,0.964,2223,72,0.946,0
715310208,Existing Customer,53,M,3,Uneducated,Married,$80K - $120K,Blue,36,3,3,1,11450,2129,9321,0.956,2197,45,0.957,0.186
718577958,Attrited Customer,39,M,2,Uneducated,Married,$120K +,Blue,26,2,3,4,8906,0,8906,0.315,809,15,0.25,0
789167658,Existing Customer,34,M,3,College,Married,$60K - $80K,Blue,23,5,3,2,4245,1815,2430,0.846,1534,34,0.545,0.428
789987183,Existing Customer,53,M,2,College,Married,$80K - $120K,Blue,45,4,4,4,21953,1311,20642,0.443,1413,37,0.37,0.06
717730533,Existing Customer,32,M,0,Graduate,Single,$40K - $60K,Blue,21,6,1,3,1614,925,689,0.598,2659,63,0.75,0.573
708668283,Existing Customer,39,M,2,Graduate,Married,$80K - $120K,Blue,22,5,4,2,5140,2517,2623,0.876,1842,36,0.714,0.49
772360683,Existing Customer,57,M,1,High School,Married,$120K +,Blue,46,3,3,4,31762,2517,29245,0.735,1515,36,0.714,0.079
826068183,Existing Customer,36,M,1,Graduate,Married,$80K - $120K,Blue,32,4,4,3,15488,1463,14025,1.28,2916,50,0.724,0.094
820044333,Existing Customer,39,M,3,College,Divorced,$40K - $60K,Blue,34,3,3,2,2503,2185,318,0.5,4157,58,0.758,0.873
714211533,Existing Customer,31,M,0,Graduate,Divorced,Less than $40K,Blue,36,4,3,2,3312,2491,821,0.62,2670,50,0.667,0.752
710287533,Existing Customer,31,M,2,Graduate,Single,$40K - $60K,Blue,36,3,2,4,6269,1169,5100,0.743,2221,57,0.727,0.186
720603558,Existing Customer,36,M,4,Graduate,Single,$60K - $80K,Blue,36,3,2,1,20337,1605,18732,0.805,2460,74,1.312,0.079
819258408,Existing Customer,47,F,5,Graduate,Single,Less than $40K,Blue,42,4,2,4,2224,1106,1118,0.501,1698,41,0.367,0.497
717664008,Attrited Customer,37,M,3,College,Married,$60K - $80K,Blue,19,2,3,4,3100,2517,583,0.35,694,12,0.2,0.812
717327783,Existing Customer,39,M,2,Graduate,Married,$80K - $120K,Blue,27,4,2,2,9959,1476,8483,0.952,2760,44,1,0.148
716129208,Existing Customer,37,M,3,Graduate,Married,$40K - $60K,Blue,36,3,3,3,2031,0,2031,0.752,1678,36,0.8,0
718037433,Existing Customer,58,M,1,Graduate,Married,$80K - $120K,Blue,49,6,4,2,1654,1253,401,0.508,1887,60,0.538,0.758
709839858,Existing Customer,58,F,2,Graduate,Married,Less than $40K,Blue,39,3,4,3,4608,1077,3531,0.694,1535,31,0.632,0.234
719686458,Existing Customer,37,M,3,Graduate,Married,$40K - $60K,Blue,36,6,4,1,3908,1629,2279,0.775,1903,30,0.5,0.417
721434483,Existing Customer,54,M,3,Graduate,Married,$80K - $120K,Blue,46,4,3,2,2798,1256,1542,1.132,2631,55,0.774,0.449
716096358,Existing Customer,45,F,3,Uneducated,Single,Less than $40K,Blue,39,5,4,1,2551,2253,298,0.688,3753,63,0.909,0.883
711315783,Existing Customer,53,M,3,Graduate,Married,$40K - $60K,Blue,43,6,4,2,7451,683,6768,0.924,2165,49,0.96,0.092
821296083,Existing Customer,34,F,1,College,Married,Less than $40K,Blue,30,3,3,3,2617,1010,1607,0.659,2003,47,0.679,0.386
711562833,Attrited Customer,35,M,4,Graduate,Married,$80K - $120K,Blue,24,6,3,4,12634,0,12634,0.323,717,18,0.286,0
716447733,Existing Customer,32,M,3,Graduate,Married,$40K - $60K,Blue,18,5,3,3,6407,963,5444,1.052,1921,43,0.72,0.15
719591283,Existing Customer,38,M,2,Uneducated,Married,Less than $40K,Blue,27,6,2,4,1438.3,0,1438.3,0.945,2412,58,0.657,0
789911808,Existing Customer,37,M,3,Uneducated,Married,$80K - $120K,Blue,28,6,2,2,2672,1259,1413,1.375,2487,52,0.625,0.471
717866133,Existing Customer,47,F,2,Graduate,Single,Less than $40K,Blue,36,3,3,3,2677,1390,1287,0.732,2170,63,0.465,0.519
789197508,Existing Customer,54,M,3,High School,Married,$60K - $80K,Blue,43,6,3,4,2240,1580,660,0.745,1518,36,0.8,0.705
713108433,Existing Customer,53,M,3,College,Married,$80K - $120K,Blue,40,4,4,4,6052,1720,4332,0.683,1476,37,0.423,0.284
711403383,Existing Customer,33,F,3,College,Single,Less than $40K,Blue,23,6,4,1,2562,1968,594,0.546,2256,70,0.591,0.768
768212583,Existing Customer,49,M,2,Graduate,Married,$60K - $80K,Blue,43,4,4,4,15377,1516,13861,0.627,1848,49,1.042,0.099
720181758,Attrited Customer,37,M,0,Doctorate,Married,$120K +,Blue,22,3,3,4,8654,0,8654,0.446,850,18,0.385,0
710632683,Existing Customer,31,M,1,Uneducated,Married,$40K - $60K,Blue,24,5,2,3,1438.3,0,1438.3,0.665,2308,49,0.4,0
711836733,Existing Customer,43,M,3,Graduate,Single,$120K +,Blue,31,3,3,3,1438.3,0,1438.3,0.663,1867,45,0.875,0
771183933,Existing Customer,39,M,1,Uneducated,Married,$80K - $120K,Blue,26,6,2,3,16040,1220,14820,0.862,1923,49,0.4,0.076
711327558,Existing Customer,38,M,2,High School,Married,$40K - $60K,Blue,36,3,3,1,2801,1980,821,0.882,1600,45,0.406,0.707
788971308,Existing Customer,62,F,1,Uneducated,Married,Less than $40K,Blue,49,5,4,2,2658,1158,1500,0.476,1809,41,0.464,0.436
711817158,Existing Customer,30,M,2,College,Divorced,$40K - $60K,Blue,22,3,3,4,3143,1075,2068,0.643,2510,57,0.629,0.342
765824058,Existing Customer,46,M,4,Doctorate,Married,$80K - $120K,Blue,39,3,3,1,5106,1539,3567,0.907,3784,74,0.609,0.301
710109633,Existing Customer,39,M,2,College,Married,$60K - $80K,Blue,31,6,3,2,9871,1061,8810,0.545,1683,34,0.478,0.107
713643858,Existing Customer,53,F,1,College,Married,$40K - $60K,Blue,43,4,4,2,1525,1411,114,0.66,1911,47,0.958,0.925
716399583,Existing Customer,34,M,1,Uneducated,Married,$120K +,Blue,36,6,2,1,19630,1251,18379,1.399,2286,39,0.696,0.064
714516783,Existing Customer,54,F,0,Graduate,Divorced,Less than $40K,Silver,36,4,3,1,12547,1378,11169,1.12,3360,56,0.75,0.11
710490708,Existing Customer,54,M,3,High School,Single,$80K - $120K,Blue,36,4,1,3,17686,0,17686,0.733,2047,46,0.533,0
780662133,Existing Customer,39,M,2,Uneducated,Married,$60K - $80K,Blue,28,6,3,5,3257,2517,740,0.539,1534,35,0.591,0.773
715389708,Existing Customer,36,F,3,Graduate,Married,Less than $40K,Blue,28,4,3,2,4824,2517,2307,0.838,1516,32,0.391,0.522
789607983,Existing Customer,38,M,3,High School,Married,$40K - $60K,Blue,32,6,6,2,8603,1046,7557,0.826,1758,40,0.739,0.122
815104608,Existing Customer,28,F,0,Graduate,Divorced,Less than $40K,Blue,23,5,1,3,3818,584,3234,0.7,2947,87,0.706,0.153
714159858,Existing Customer,57,M,0,Graduate,Married,$40K - $60K,Blue,48,4,2,2,5387,2047,3340,0.579,1546,36,0.5,0.38
714225333,Existing Customer,48,F,4,Graduate,Married,Less than $40K,Blue,36,5,1,1,2930,773,2157,0.661,1545,21,0.909,0.264
718468158,Existing Customer,38,M,1,Uneducated,Married,$60K - $80K,Blue,25,6,2,3,9303,1599,7704,1.408,2261,37,0.542,0.172
735417408,Existing Customer,37,M,2,High School,Married,$60K - $80K,Blue,30,4,1,2,2218,1266,952,0.709,1941,58,0.568,0.571
814312308,Existing Customer,54,F,3,Uneducated,Married,$40K - $60K,Blue,49,5,3,2,5335,1373,3962,0.558,1435,29,0.611,0.257
711786108,Existing Customer,52,M,1,Graduate,Married,$60K - $80K,Blue,43,3,3,2,7187,2014,5173,0.649,1159,26,0.733,0.28
712905708,Existing Customer,53,F,1,Graduate,Married,Less than $40K,Blue,39,5,2,4,2590,1564,1026,0.386,1188,40,0.6,0.604
720050208,Existing Customer,27,F,1,High School,Single,Less than $40K,Blue,19,4,1,3,4255,1748,2507,0.516,2236,57,0.541,0.411
793952133,Existing Customer,32,F,0,High School,Married,Less than $40K,Blue,26,6,2,3,2778,2312,466,0.727,1680,33,1.062,0.832
798140283,Existing Customer,57,M,4,Graduate,Married,$120K +,Blue,51,4,3,1,10711,1970,8741,0.71,1180,29,1.417,0.184
720427683,Attrited Customer,58,M,2,Uneducated,Single,$120K +,Blue,46,2,3,4,16163,0,16163,0.542,2171,48,0.778,0
789970233,Existing Customer,54,F,2,High School,Married,Less than $40K,Blue,45,6,1,1,2513,1126,1387,0.324,1454,30,0.25,0.448
713893308,Existing Customer,45,M,3,Graduate,Divorced,$60K - $80K,Blue,37,4,1,1,3291,1607,1684,1.26,1984,38,0.652,0.488
718843608,Existing Customer,36,F,2,Post-Graduate,Divorced,Less than $40K,Blue,25,5,2,4,8917,1091,7826,1.152,3327,80,0.86,0.122
752085108,Existing Customer,39,F,2,Graduate,Married,$40K - $60K,Blue,29,3,5,2,4955,1157,3798,0.896,1824,38,0.727,0.234
789435783,Existing Customer,39,F,1,Graduate,Married,$40K - $60K,Blue,30,6,1,2,2909,1274,1635,0.593,1532,26,0.3,0.438
711032058,Existing Customer,34,M,3,High School,Single,$80K - $120K,Silver,21,6,4,3,34516,2517,31999,0.791,2901,75,0.923,0.073
784719708,Existing Customer,54,F,2,Uneducated,Married,$40K - $60K,Blue,43,5,1,1,1438.3,0,1438.3,0.531,1707,41,0.783,0
804663258,Existing Customer,54,M,2,High School,Married,$80K - $120K,Blue,49,3,1,4,14015,2065,11950,0.704,1903,49,0.633,0.147
716900433,Existing Customer,36,M,2,Graduate,Married,$60K - $80K,Blue,28,6,2,2,2540,1402,1138,1.127,2384,61,0.794,0.552
720909408,Existing Customer,37,M,2,High School,Divorced,$120K +,Blue,24,4,2,2,3497,1665,1832,0.627,2337,61,0.564,0.476
712187808,Existing Customer,27,M,0,Uneducated,Married,$40K - $60K,Blue,15,4,3,4,3682,0,3682,0.685,1826,35,0.75,0
718428033,Existing Customer,55,F,4,Graduate,Single,Less than $40K,Blue,41,6,2,1,4430,1543,2887,0.752,3395,70,0.628,0.348
714985458,Existing Customer,56,M,1,Graduate,Married,$60K - $80K,Blue,36,3,2,3,15124,1974,13150,0.826,1850,44,0.571,0.131
716647983,Existing Customer,58,F,2,Graduate,Married,Less than $40K,Blue,53,5,3,1,7712,962,6750,0.418,1574,34,0.062,0.125
715257708,Existing Customer,38,M,1,High School,Married,$60K - $80K,Blue,32,4,2,1,3657,1687,1970,1.357,2758,55,0.833,0.461
709501683,Existing Customer,33,F,1,Graduate,Single,$40K - $60K,Blue,24,5,1,2,5830,1665,4165,0.684,2263,60,0.714,0.286
711692508,Attrited Customer,54,F,2,Post-Graduate,Married,Less than $40K,Blue,47,3,4,3,1438.3,0,1438.3,1.053,1154,22,0.375,0
709674333,Existing Customer,33,M,2,High School,Single,$60K - $80K,Blue,23,4,2,1,2400,0,2400,1.064,2677,70,0.892,0
805522758,Existing Customer,44,F,1,Doctorate,Divorced,Less than $40K,Blue,39,5,2,4,2311,1830,481,1.289,1701,33,1.357,0.792
717495258,Existing Customer,34,M,3,Uneducated,Married,$80K - $120K,Blue,25,6,3,2,9131,916,8215,0.863,1893,36,0.565,0.1
795052083,Existing Customer,63,F,0,Uneducated,Single,$40K - $60K,Blue,56,3,6,4,1438.3,0,1438.3,0.864,3630,71,0.578,0
773389908,Existing Customer,37,F,3,High School,Single,Less than $40K,Blue,31,5,1,3,1438.3,0,1438.3,0.79,2075,66,0.692,0
719320833,Existing Customer,39,M,2,Post-Graduate,Married,$60K - $80K,Blue,36,6,3,2,5471,2056,3415,0.465,1992,46,0.704,0.376
816843933,Existing Customer,39,M,2,High School,Married,$80K - $120K,Blue,34,6,3,3,8823,1541,7282,1.06,1961,32,1,0.175
789196158,Existing Customer,55,M,1,Graduate,Married,$60K - $80K,Blue,44,6,2,4,2173,1520,653,0.652,1485,26,0.529,0.699
717930483,Attrited Customer,37,M,2,Graduate,Single,$120K +,Blue,25,3,3,0,5616,0,5616,0.995,1564,31,0.476,0
773442258,Existing Customer,57,M,1,Doctorate,Married,$80K - $120K,Blue,51,5,2,2,8571,1616,6955,0.6,1397,28,0.647,0.189
719872833,Existing Customer,45,F,2,Graduate,Divorced,Less than $40K,Blue,36,6,6,3,2803,0,2803,0.565,3347,71,0.732,0
721491258,Existing Customer,53,M,4,Graduate,Married,$80K - $120K,Blue,36,3,2,2,3924,2517,1407,0.511,1417,30,0.667,0.641
770575233,Existing Customer,37,M,2,Graduate,Single,$60K - $80K,Blue,23,6,1,2,5663,1149,4514,0.767,2553,61,0.794,0.203
715800708,Existing Customer,60,F,0,Uneducated,Married,Less than $40K,Blue,49,3,1,2,3955,2000,1955,0.425,1560,43,0.483,0.506
719996958,Existing Customer,29,F,0,Uneducated,Single,Less than $40K,Blue,23,5,3,4,7997,0,7997,0.935,2208,56,0.806,0
719889408,Existing Customer,56,F,4,Uneducated,Married,Less than $40K,Blue,36,4,1,5,3652,1351,2301,0.836,1561,39,0.625,0.37
708811233,Existing Customer,37,M,2,Graduate,Married,$80K - $120K,Blue,27,4,2,1,12702,2008,10694,0.51,1992,40,0.667,0.158
794627208,Existing Customer,43,M,1,High School,Married,$60K - $80K,Blue,23,4,3,2,7189,1550,5639,0.538,1935,52,0.368,0.216
719020983,Existing Customer,58,M,1,Graduate,Married,$80K - $120K,Blue,42,4,3,1,12421,2517,9904,0.73,1913,49,0.69,0.203
719131533,Existing Customer,29,F,0,Post-Graduate,Divorced,Less than $40K,Blue,17,3,2,4,2585,2008,577,1.266,3519,73,0.622,0.777
710449983,Existing Customer,38,M,2,High School,Married,$120K +,Blue,29,4,1,2,2818,1656,1162,1.404,2916,45,0.957,0.588
720714933,Existing Customer,62,F,1,Graduate,Married,Less than $40K,Blue,49,4,2,2,3143,2517,626,0.625,1323,25,0.923,0.801
810201783,Existing Customer,26,F,0,Graduate,Single,$40K - $60K,Blue,17,5,3,3,3119,1328,1791,0.722,2740,62,0.512,0.426
715517733,Attrited Customer,46,F,3,High School,Single,Less than $40K,Silver,39,1,0,4,13092,1962,11130,0.686,936,25,0.25,0.15
709042908,Existing Customer,51,F,1,College,Married,$40K - $60K,Blue,44,4,2,1,1438.3,0,1438.3,0.803,2207,68,0.511,0
715023333,Existing Customer,39,M,2,Uneducated,Married,Less than $40K,Blue,34,4,2,4,3702,1118,2584,1.04,2585,64,0.778,0.302
714345783,Existing Customer,59,M,2,High School,Married,$40K - $60K,Blue,50,6,3,2,2701,1572,1129,0.475,1469,36,0.5,0.582
710782458,Existing Customer,31,M,1,Graduate,Married,$40K - $60K,Blue,20,6,2,5,2469,1695,774,0.842,1615,36,0.333,0.687
711142308,Existing Customer,37,M,0,High School,Divorced,$40K - $60K,Blue,36,3,1,5,3091,0,3091,0.665,2572,65,0.548,0
824789283,Existing Customer,36,M,2,High School,Single,$40K - $60K,Blue,32,3,5,2,2683,1533,1150,0.821,2373,73,0.659,0.571
721014858,Existing Customer,61,F,0,Graduate,Married,Less than $40K,Blue,53,4,1,2,2942,2022,920,0.537,1479,28,0.217,0.687
710363433,Existing Customer,26,M,0,High School,Single,Less than $40K,Blue,36,6,3,3,2735,1348,1387,0.805,2441,58,0.45,0.493
715479483,Existing Customer,35,M,2,College,Married,$80K - $120K,Blue,36,5,2,4,15279,1496,13783,0.997,2079,57,0.425,0.098
708243483,Existing Customer,53,M,3,College,Married,$120K +,Blue,43,4,2,5,14938,1155,13783,0.995,2248,51,0.645,0.077
714770808,Existing Customer,59,M,2,High School,Married,Less than $40K,Blue,42,3,3,5,4328,670,3658,0.396,1580,54,0.543,0.155
720626058,Existing Customer,37,M,1,Graduate,Single,$80K - $120K,Blue,24,4,4,4,34516,934,33582,0.681,1768,52,0.576,0.027
709185108,Existing Customer,38,M,3,High School,Married,$60K - $80K,Blue,26,5,4,2,5824,1542,4282,0.827,1801,44,0.571,0.265
719273733,Existing Customer,37,M,2,Uneducated,Married,$60K - $80K,Blue,36,5,3,5,7959,998,6961,0.773,1855,29,0.318,0.125
717348258,Existing Customer,33,M,1,Graduate,Married,$120K +,Blue,21,4,1,3,4459,1899,2560,1.349,2502,48,1,0.426
770882508,Existing Customer,38,M,2,College,Married,$80K - $120K,Blue,24,4,1,5,17162,773,16389,1.238,2457,54,1,0.045
799026633,Existing Customer,56,M,1,Uneducated,Married,$120K +,Blue,50,4,3,5,16254,1518,14736,1.256,2502,55,0.571,0.093
718777008,Existing Customer,59,M,0,High School,Married,$80K - $120K,Blue,47,5,1,2,3278,1306,1972,0.399,1374,32,0.391,0.398
713352183,Existing Customer,30,M,1,Post-Graduate,Married,Less than $40K,Blue,17,5,1,2,7173,1227,5946,0.646,1793,33,0.737,0.171
716128083,Existing Customer,56,M,2,High School,Married,$40K - $60K,Blue,36,5,2,3,3295,2002,1293,0.599,1191,34,0.545,0.608
757881258,Existing Customer,31,M,0,Graduate,Divorced,$60K - $80K,Blue,24,6,2,2,4232,2092,2140,0.604,2565,69,0.865,0.494
715843533,Existing Customer,26,M,1,College,Single,$40K - $60K,Blue,36,3,4,3,2703,1256,1447,0.949,2111,29,0.706,0.465
717234183,Existing Customer,29,M,1,Graduate,Married,Less than $40K,Blue,18,4,1,4,2710,629,2081,0.771,1718,37,0.762,0.232
717260058,Existing Customer,53,F,2,Uneducated,Married,Less than $40K,Blue,42,6,1,5,2322,1284,1038,0.673,1573,27,0.929,0.553
709710783,Existing Customer,35,F,0,High School,Single,Less than $40K,Blue,36,4,3,4,5931,0,5931,0.668,2730,71,0.614,0
815845758,Existing Customer,56,F,4,High School,Married,Less than $40K,Blue,51,4,2,3,1438.3,0,1438.3,0.472,1354,24,0.714,0
713331408,Existing Customer,35,M,3,Uneducated,Married,$40K - $60K,Blue,36,6,2,5,8682,1647,7035,0.971,1792,36,0.8,0.19
778693458,Attrited Customer,32,M,1,High School,Divorced,$60K - $80K,Blue,13,3,3,3,12616,0,12616,1.054,1376,29,0.611,0
711173883,Existing Customer,36,M,4,Graduate,Divorced,$120K +,Blue,29,3,2,2,1651,770,881,0.736,2516,54,0.385,0.466
789261558,Existing Customer,58,M,1,High School,Married,$60K - $80K,Blue,47,3,1,4,2212,1392,820,0.573,1387,34,0.7,0.629
770647233,Existing Customer,35,F,2,High School,Married,Less than $40K,Blue,21,5,6,3,2157,1188,969,0.847,2111,59,0.639,0.551
712826208,Existing Customer,39,F,2,Graduate,Married,$40K - $60K,Blue,26,5,1,2,2575,1424,1151,0.543,1487,33,0.737,0.553
718181433,Existing Customer,65,F,0,Uneducated,Single,Less than $40K,Blue,56,6,1,2,8705,1453,7252,1.11,2688,88,0.956,0.167
714460683,Existing Customer,65,M,0,High School,Married,Less than $40K,Blue,56,3,3,5,3838,1736,2102,0.445,1467,29,0.706,0.452
710787708,Existing Customer,56,F,1,Uneducated,Married,$40K - $60K,Blue,40,4,2,5,5366,1271,4095,0.558,1748,38,0.9,0.237
713800158,Existing Customer,58,M,0,High School,Married,$80K - $120K,Blue,36,6,3,2,2994,2351,643,0.469,1540,32,0.185,0.785
712551258,Attrited Customer,39,M,1,Uneducated,Married,Less than $40K,Blue,36,3,3,3,4247,0,4247,0.405,847,17,0.133,0
715379133,Existing Customer,51,F,1,College,Single,Less than $40K,Blue,36,4,4,2,1737,1145,592,0.809,1954,42,1.333,0.659
712091433,Existing Customer,58,M,4,Uneducated,Single,$40K - $60K,Silver,50,5,2,3,18431,902,17529,1.296,2950,61,0.848,0.049
771756333,Existing Customer,34,F,3,Graduate,Married,Less than $40K,Blue,23,5,3,3,2263,1794,469,0.794,2154,37,0.542,0.793
789413958,Existing Customer,53,M,1,Graduate,Single,$80K - $120K,Blue,43,4,2,3,11909,1018,10891,1.006,1938,53,0.656,0.085
711574008,Existing Customer,32,M,3,College,Single,$80K - $120K,Blue,21,4,3,5,21390,0,21390,0.946,2477,59,0.341,0
714138408,Existing Customer,49,M,3,High School,Married,$60K - $80K,Blue,39,4,1,4,9264,629,8635,0.659,4107,79,0.58,0.068
709334658,Existing Customer,39,F,2,Uneducated,Married,Less than $40K,Blue,26,4,2,5,5484,2517,2967,0.489,2025,51,0.378,0.459
709564683,Attrited Customer,32,M,2,Graduate,Married,$40K - $60K,Blue,22,3,3,5,4739,0,4739,0.363,886,21,0.4,0
772292358,Attrited Customer,30,M,1,College,Divorced,Less than $40K,Blue,19,4,3,3,7970,0,7970,0.776,1284,30,0.429,0
712933083,Existing Customer,37,M,1,Uneducated,Single,$80K - $120K,Blue,36,6,1,2,3127,2378,749,0.862,2292,49,0.441,0.76
710497608,Existing Customer,38,M,2,Uneducated,Single,$40K - $60K,Blue,36,5,1,2,7756,1670,6086,0.78,1858,51,0.545,0.215
721443408,Existing Customer,46,M,2,Uneducated,Single,$120K +,Blue,33,6,2,3,34516,676,33840,0.814,3508,58,0.871,0.02
709149408,Existing Customer,36,M,2,Uneducated,Married,$60K - $80K,Blue,36,5,3,4,5605,1322,4283,1.204,2338,41,0.952,0.236
708446808,Existing Customer,33,M,1,Post-Graduate,Married,$80K - $120K,Blue,36,4,3,2,2946,1359,1587,0.746,2017,48,0.455,0.461
824192658,Existing Customer,58,F,3,Post-Graduate,Single,Less than $40K,Blue,54,4,2,3,8886,0,8886,0.694,4148,79,0.756,0
711625683,Existing Customer,46,M,4,Doctorate,Married,$120K +,Blue,36,3,2,5,3104,862,2242,1.057,2781,74,0.682,0.278
717301908,Existing Customer,54,F,2,Doctorate,Married,Less than $40K,Blue,46,3,3,3,3312,1624,1688,0.573,1973,55,0.667,0.49
718435158,Existing Customer,50,M,3,High School,Married,$120K +,Blue,40,5,1,4,34516,0,34516,0.986,1930,36,0.44,0
714797733,Existing Customer,41,M,3,College,Single,$60K - $80K,Blue,33,6,1,4,5246,0,5246,0.969,3189,56,0.556,0
798962058,Existing Customer,36,F,5,Graduate,Married,Less than $40K,Blue,30,3,3,3,3103,2399,704,0.581,1836,48,0.655,0.773
787868958,Existing Customer,36,M,2,High School,Single,$80K - $120K,Blue,27,5,3,3,14690,979,13711,0.811,2746,68,0.511,0.067
708161133,Existing Customer,45,M,1,Graduate,Single,$40K - $60K,Blue,32,5,1,2,6629,1389,5240,0.828,3891,69,0.643,0.21
708174708,Existing Customer,38,M,4,Graduate,Married,$40K - $60K,Blue,27,6,2,4,5535,1276,4259,0.636,1764,38,0.9,0.231
708735183,Existing Customer,35,F,2,High School,Married,Less than $40K,Blue,22,4,3,3,2544,1848,696,0.804,2289,49,0.441,0.726
708445608,Existing Customer,48,M,3,College,Married,Less than $40K,Blue,37,4,3,3,3305,2517,788,0.766,2027,57,1.036,0.762
778943883,Existing Customer,51,M,2,Uneducated,Single,$120K +,Blue,36,5,2,4,34516,888,33628,1.299,1959,42,0.909,0.026
714531108,Existing Customer,31,M,1,College,Married,$80K - $120K,Blue,36,4,3,3,4260,1775,2485,1.239,2109,52,0.625,0.417
711635358,Existing Customer,40,F,4,College,Single,Less than $40K,Blue,26,6,1,2,7291,2517,4774,0.83,2198,56,0.697,0.345
813200058,Existing Customer,63,M,0,Graduate,Married,$40K - $60K,Blue,56,4,2,5,6500,1786,4714,0.524,1497,27,0.35,0.275
715206408,Existing Customer,31,F,1,High School,Single,Less than $40K,Blue,22,5,1,5,6662,0,6662,0.934,3264,83,0.766,0
788684508,Existing Customer,36,M,4,Uneducated,Married,$80K - $120K,Blue,25,4,3,3,5846,1732,4114,0.611,2056,41,0.64,0.296
737933883,Existing Customer,34,M,1,High School,Married,$60K - $80K,Blue,27,3,1,2,8063,2149,5914,0.722,2042,49,0.69,0.267
774437583,Existing Customer,55,M,1,Doctorate,Married,$60K - $80K,Blue,49,6,2,4,4597,2442,2155,0.512,1504,38,0.357,0.531
713104458,Attrited Customer,46,M,2,Graduate,Single,$40K - $60K,Blue,31,3,3,5,7869,0,7869,0.692,998,25,0.562,0
715462008,Existing Customer,45,M,2,College,Married,$60K - $80K,Blue,35,6,3,2,17884,2096,15788,0.477,2031,49,0.633,0.117
715366083,Attrited Customer,52,F,0,Doctorate,Single,Less than $40K,Blue,36,2,2,3,1438.3,978,460.3,0.773,947,33,0.571,0.68
712322058,Existing Customer,40,F,3,High School,Married,Less than $40K,Blue,32,5,1,3,2046,1694,352,0.853,3432,49,0.96,0.828
719737833,Existing Customer,46,F,4,Uneducated,Married,Less than $40K,Blue,36,4,2,2,6370,0,6370,0.855,1783,40,0.667,0
789530208,Existing Customer,54,F,2,Graduate,Married,Less than $40K,Blue,46,6,2,2,2737,2517,220,0.533,1619,37,0.48,0.92
717885183,Existing Customer,36,M,1,Graduate,Single,Less than $40K,Blue,25,6,1,2,2622,2489,133,0.84,2717,79,0.549,0.949
716244033,Attrited Customer,44,M,3,Graduate,Married,$40K - $60K,Blue,33,2,3,3,7266,906,6360,0.676,1741,27,0.421,0.125
711614658,Existing Customer,37,F,2,Uneducated,Single,Less than $40K,Blue,30,6,3,3,2258,1338,920,0.86,2511,55,0.774,0.593
804598908,Existing Customer,35,M,3,Graduate,Single,$80K - $120K,Blue,25,3,2,3,6510,2055,4455,1.042,2238,49,0.531,0.316
714038433,Existing Customer,37,F,5,High School,Single,$40K - $60K,Blue,19,4,1,2,3252,1987,1265,0.658,2953,72,0.714,0.611
719729433,Existing Customer,65,F,1,Graduate,Married,Less than $40K,Blue,56,4,2,0,7023,1726,5297,1.178,2535,51,0.759,0.246
717192933,Existing Customer,55,M,0,Graduate,Married,$120K +,Blue,42,3,2,1,8302,2517,5785,0.661,1576,34,0.789,0.303
711734508,Existing Customer,55,M,2,Graduate,Married,$80K - $120K,Blue,47,3,3,3,9959,1209,8750,0.548,1584,28,0.273,0.121
715153158,Existing Customer,41,M,4,Uneducated,Single,$40K - $60K,Blue,36,4,3,4,3636,1884,1752,0.924,4254,79,0.491,0.518
712149033,Existing Customer,57,F,2,High School,Married,Less than $40K,Blue,46,5,1,1,5184,1856,3328,0.553,1834,55,0.571,0.358
713901108,Existing Customer,37,M,2,High School,Single,$60K - $80K,Blue,29,6,1,4,14575,0,14575,1.251,3444,80,0.702,0
719385558,Existing Customer,62,F,0,College,Married,$40K - $60K,Blue,49,6,1,2,1438.3,0,1438.3,0.757,1281,32,1,0
721508283,Existing Customer,47,F,1,Graduate,Married,Less than $40K,Blue,36,4,2,1,8322,0,8322,0.86,3700,62,1,0
757753083,Existing Customer,44,F,0,Graduate,Married,Less than $40K,Silver,36,5,3,2,10110,1229,8881,0.65,4063,74,0.48,0.122
797753283,Existing Customer,34,F,1,High School,Married,Less than $40K,Blue,28,4,3,4,2707,2036,671,0.827,1926,33,0.941,0.752
780865308,Existing Customer,40,M,4,Uneducated,Married,$80K - $120K,Blue,23,6,3,2,9760,1657,8103,1.134,4542,86,0.87,0.17
708423933,Existing Customer,51,M,2,Doctorate,Single,$40K - $60K,Blue,40,3,2,0,6103,0,6103,0.532,3203,64,0.829,0
714321408,Existing Customer,65,M,1,High School,Married,$40K - $60K,Blue,56,6,2,2,2246,1326,920,0.543,1429,32,0.455,0.59
771852483,Existing Customer,46,M,3,Graduate,Single,$80K - $120K,Blue,35,6,3,4,4930,0,4930,1.019,3343,77,0.638,0
708185208,Existing Customer,27,M,0,Graduate,Single,$40K - $60K,Blue,16,4,1,2,3178,1118,2060,0.643,2010,31,0.55,0.352
713237958,Existing Customer,34,M,0,Graduate,Married,$40K - $60K,Blue,17,4,1,4,2638,2092,546,0.591,1868,43,0.344,0.793
715956258,Existing Customer,35,F,1,Uneducated,Married,Less than $40K,Blue,36,3,2,4,2004,0,2004,0.681,1974,60,0.364,0
769196433,Existing Customer,55,F,2,Post-Graduate,Married,Less than $40K,Blue,49,4,1,1,2414,2276,138,0.567,2000,62,0.59,0.943
778942233,Existing Customer,60,F,0,Doctorate,Married,Less than $40K,Blue,45,5,2,4,1438.3,648,790.3,0.477,1267,27,1.077,0.451
708651933,Existing Customer,56,M,2,Graduate,Married,$60K - $80K,Blue,44,3,1,2,2043,1928,115,0.791,2311,57,0.839,0.944
720467583,Existing Customer,52,M,2,High School,Single,$80K - $120K,Blue,46,3,3,2,34516,2517,31999,0.685,3072,67,0.675,0.073
716549058,Existing Customer,45,F,4,Uneducated,Married,$40K - $60K,Blue,36,3,1,3,3111,2290,821,1.612,1998,41,0.464,0.736
713533983,Existing Customer,56,M,1,Graduate,Married,$120K +,Blue,48,6,3,4,2585,1207,1378,0.44,1590,33,0.32,0.467
787463508,Attrited Customer,26,M,0,Graduate,Single,Less than $40K,Blue,13,5,2,4,2469,2410,59,0.544,1027,20,0.176,0.976
708980283,Existing Customer,34,M,3,High School,Married,$80K - $120K,Blue,23,5,1,4,4185,2517,1668,0.861,2179,55,0.774,0.601
719484408,Existing Customer,39,M,3,Uneducated,Married,$60K - $80K,Blue,36,6,2,4,4759,1459,3300,1.24,2903,57,0.9,0.307
710023233,Existing Customer,36,M,3,Graduate,Single,$120K +,Blue,36,6,2,4,24457,1300,23157,0.914,2739,65,0.912,0.053
778381608,Attrited Customer,48,M,4,Doctorate,Single,$80K - $120K,Blue,28,3,3,4,6572,417,6155,0.584,1766,46,0.533,0.063
709932558,Existing Customer,39,F,2,Uneducated,Married,Less than $40K,Blue,26,5,3,2,3471,2517,954,0.743,1771,34,0.889,0.725
780219483,Existing Customer,61,F,0,Graduate,Married,Less than $40K,Blue,51,4,2,1,2250,1041,1209,0.678,1339,28,0.867,0.463
715143333,Existing Customer,45,F,1,High School,Divorced,Less than $40K,Blue,36,6,2,2,9433,1578,7855,0.66,3910,81,0.653,0.167
801048483,Existing Customer,34,M,3,Uneducated,Divorced,$120K +,Blue,28,4,3,3,9180,1814,7366,0.628,2646,49,0.633,0.198
711913833,Existing Customer,37,M,3,Graduate,Married,$40K - $60K,Blue,36,4,2,4,8818,1437,7381,0.649,1865,31,0.938,0.163
715413483,Existing Customer,44,F,3,Graduate,Single,Less than $40K,Blue,36,5,1,3,4066,1028,3038,0.972,3888,77,0.604,0.253
715750758,Existing Customer,56,M,1,Uneducated,Married,$80K - $120K,Blue,36,6,1,1,9031,1535,7496,0.69,1602,35,0.591,0.17
710458758,Existing Customer,65,F,0,Graduate,Married,Less than $40K,Blue,53,5,3,5,4161,2491,1670,0.41,1203,30,0.579,0.599
719494983,Existing Customer,26,M,0,Graduate,Single,Less than $40K,Blue,15,6,3,3,2740,2069,671,0.418,1997,44,0.419,0.755
772637058,Existing Customer,34,M,3,Uneducated,Married,$60K - $80K,Blue,24,3,1,4,8167,1740,6427,1.455,2141,51,0.7,0.213
718229133,Existing Customer,51,M,2,College,Married,$120K +,Blue,41,6,2,4,23742,0,23742,0.769,3783,57,0.676,0
781089708,Existing Customer,30,M,0,Graduate,Divorced,$80K - $120K,Blue,23,6,1,2,26783,1285,25498,0.59,2495,46,0.769,0.048
773082033,Existing Customer,35,M,1,Post-Graduate,Married,$80K - $120K,Blue,27,3,3,4,25516,1363,24153,1.172,2317,38,0.727,0.053
815288583,Existing Customer,32,M,0,Graduate,Married,$40K - $60K,Blue,27,3,3,2,4815,1591,3224,1.409,2501,36,0.714,0.33
709164408,Attrited Customer,32,M,1,Uneducated,Married,Less than $40K,Blue,23,1,3,3,2218,1696,522,0.367,730,20,0.429,0.765
710567508,Existing Customer,53,M,3,High School,Married,$80K - $120K,Blue,44,4,2,3,23462,2202,21260,0.571,1387,33,0.65,0.094
719427333,Existing Customer,55,M,3,College,Married,$60K - $80K,Blue,36,5,4,4,2252,1737,515,0.685,1291,27,0.5,0.771
709785783,Attrited Customer,35,F,0,Graduate,Single,Less than $40K,Blue,25,5,3,4,2300,0,2300,0.877,1485,34,0.478,0
809290308,Existing Customer,31,F,0,Graduate,Married,Less than $40K,Blue,26,3,1,1,3540,1173,2367,1.106,1912,45,0.667,0.331
779783508,Existing Customer,45,M,2,Graduate,Married,$40K - $60K,Blue,34,5,1,3,13129,901,12228,0.825,2564,56,0.474,0.069
719207733,Existing Customer,61,F,0,High School,Married,Less than $40K,Blue,53,5,2,0,3396,802,2594,0.548,1418,36,0.5,0.236
715533108,Existing Customer,31,F,0,Uneducated,Single,Less than $40K,Blue,20,4,3,4,4712,955,3757,0.855,2568,62,0.59,0.203
714816258,Existing Customer,37,M,2,Graduate,Single,$60K - $80K,Blue,36,4,2,2,7638,947,6691,0.682,2336,58,0.611,0.124
787573683,Existing Customer,41,M,3,Post-Graduate,Married,$60K - $80K,Blue,34,4,2,2,2624,1319,1305,0.768,4189,74,0.609,0.503
804310758,Existing Customer,58,M,3,Graduate,Married,$120K +,Blue,52,5,2,5,17934,1578,16356,0.593,2005,48,0.778,0.088
792912708,Existing Customer,45,M,5,Graduate,Married,$40K - $60K,Silver,39,3,1,5,15198,2098,13100,0.8,3183,64,0.73,0.138
719078283,Existing Customer,57,F,4,High School,Married,Less than $40K,Blue,47,5,3,4,3191,2517,674,0.719,1501,35,0.591,0.789
780094008,Existing Customer,55,M,3,Doctorate,Married,$120K +,Blue,40,4,3,1,12875,1119,11756,0.401,1624,40,0.429,0.087
716420358,Existing Customer,41,F,2,High School,Married,$40K - $60K,Blue,36,5,2,4,2602,1490,1112,0.66,3151,78,0.66,0.573
825756333,Existing Customer,55,F,0,Uneducated,Married,Less than $40K,Blue,51,4,3,1,2041,1885,156,0.587,2118,48,0.778,0.924
755273658,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,45,3,3,3,2548,1683,865,0.75,2055,54,0.636,0.661
709096908,Existing Customer,57,M,2,Graduate,Married,$120K +,Blue,49,6,3,1,4698,984,3714,0.373,1865,35,0.458,0.209
721205508,Existing Customer,47,M,4,High School,Married,$80K - $120K,Blue,36,3,3,4,8217,0,8217,0.678,1848,56,0.514,0
786493908,Existing Customer,42,F,4,Uneducated,Single,Less than $40K,Silver,36,4,3,3,10091,0,10091,1.121,3347,64,0.778,0
803963808,Existing Customer,39,M,3,Graduate,Single,$80K - $120K,Blue,34,4,3,5,19074,0,19074,0.804,3762,74,1,0
806170158,Existing Customer,39,M,4,Graduate,Single,$60K - $80K,Gold,34,3,3,2,34516,542,33974,0.866,3899,78,0.857,0.016
751469808,Existing Customer,36,M,3,Graduate,Married,$120K +,Blue,29,5,2,4,12852,1945,10907,0.659,1606,33,0.941,0.151
721055058,Existing Customer,36,M,2,Uneducated,Married,$60K - $80K,Blue,21,4,1,5,12763,2517,10246,1.631,2599,46,0.917,0.197
709794333,Existing Customer,29,M,0,Graduate,Married,Less than $40K,Blue,19,6,2,4,2827,1430,1397,0.885,1608,30,1.308,0.506
714327183,Existing Customer,37,F,4,Graduate,Married,Less than $40K,Blue,28,4,3,1,1825,1389,436,1.595,2878,54,0.636,0.761
808909008,Existing Customer,61,M,0,Post-Graduate,Married,Less than $40K,Blue,56,6,3,4,1438.3,0,1438.3,0.589,1448,31,0.292,0
716207508,Existing Customer,36,M,3,High School,Married,$60K - $80K,Blue,36,5,2,4,5497,1517,3980,0.624,1981,38,0.357,0.276
768965208,Existing Customer,51,F,1,Graduate,Married,$40K - $60K,Blue,45,5,2,2,6778,865,5913,0.992,3158,71,0.775,0.128
720185058,Attrited Customer,46,M,3,Graduate,Married,$60K - $80K,Blue,36,2,3,4,4267,0,4267,0.862,1067,23,0.769,0
715220508,Existing Customer,31,F,0,High School,Married,Less than $40K,Blue,22,4,2,1,3273,2517,756,1.465,2726,57,0.727,0.769
712112733,Existing Customer,33,M,2,Doctorate,Single,$40K - $60K,Blue,25,5,2,2,9371,1541,7830,0.781,2518,67,0.971,0.164
712298883,Existing Customer,50,F,3,High School,Single,Less than $40K,Blue,38,3,3,1,1438.3,663,775.3,0.384,2987,73,0.622,0.461
719089383,Existing Customer,48,M,2,High School,Married,$40K - $60K,Blue,29,3,2,1,6168,2371,3797,0.668,4303,80,0.509,0.384
720986958,Existing Customer,50,F,2,Graduate,Divorced,$40K - $60K,Blue,40,6,2,5,8307,2517,5790,1.743,2293,36,0.8,0.303
709473708,Existing Customer,39,M,3,Graduate,Married,$80K - $120K,Blue,31,4,2,3,30753,1661,29092,0.681,1780,33,0.941,0.054
708593883,Existing Customer,39,M,2,College,Married,$60K - $80K,Blue,26,3,1,4,2731,1573,1158,0.943,1813,38,0.727,0.576
717399183,Existing Customer,37,M,1,Graduate,Married,$80K - $120K,Blue,26,6,3,1,8058,1176,6882,1.164,2774,52,0.625,0.146
716610558,Existing Customer,65,F,0,High School,Single,$40K - $60K,Blue,36,3,3,3,10962,1559,9403,0.708,2724,71,0.651,0.142
779925033,Existing Customer,38,F,4,Graduate,Married,$40K - $60K,Blue,22,4,3,4,2997,1969,1028,1.235,2807,60,0.714,0.657
790225758,Existing Customer,41,M,2,College,Single,$80K - $120K,Blue,35,6,3,3,2647,620,2027,0.664,2262,47,0.424,0.234
713879283,Existing Customer,55,F,2,Graduate,Married,Less than $40K,Blue,47,3,1,2,4580,1300,3280,0.519,1694,34,0.7,0.284
718162908,Existing Customer,55,M,3,College,Married,$80K - $120K,Blue,42,3,2,1,26101,614,25487,0.397,1472,48,0.412,0.024
708664008,Existing Customer,57,M,3,College,Married,$80K - $120K,Blue,45,6,3,4,14270,0,14270,0.398,1222,37,0.423,0
770781558,Existing Customer,35,F,2,Graduate,Married,Less than $40K,Blue,21,5,1,2,3230,2517,713,0.677,1914,31,0.348,0.779
790048158,Existing Customer,46,F,4,College,Married,Less than $40K,Blue,38,3,3,3,8881,1865,7016,1.279,2632,54,1.077,0.21
721378008,Existing Customer,31,M,0,Uneducated,Divorced,$40K - $60K,Blue,21,6,2,2,2621,1461,1160,0.775,2718,71,0.775,0.557
794551383,Existing Customer,50,F,3,College,Single,Less than $40K,Blue,32,5,3,4,4419,1218,3201,0.879,4535,75,0.562,0.276
820981383,Existing Customer,44,F,4,High School,Divorced,Less than $40K,Blue,39,5,1,4,9235,1796,7439,0.958,1739,42,0.448,0.194
713366583,Existing Customer,63,F,1,High School,Married,Less than $40K,Blue,56,6,1,3,3055,1685,1370,0.541,1405,40,0.481,0.552
767311008,Existing Customer,41,M,1,Graduate,Divorced,$80K - $120K,Blue,35,6,2,3,19412,770,18642,0.755,1576,41,0.952,0.04
712727283,Existing Customer,55,M,1,Graduate,Married,$60K - $80K,Blue,36,4,2,3,4666,1275,3391,0.397,1281,28,0.75,0.273
716059608,Existing Customer,48,F,4,College,Single,Less than $40K,Blue,38,4,3,3,4894,1505,3389,0.78,3277,67,0.558,0.308
708292833,Existing Customer,35,M,2,High School,Single,$120K +,Blue,36,4,2,3,27389,1250,26139,0.641,2754,60,0.463,0.046
720013083,Existing Customer,30,F,0,Post-Graduate,Single,Less than $40K,Blue,18,6,3,2,2132,797,1335,0.779,3265,74,0.574,0.374
710540883,Existing Customer,37,M,3,High School,Single,$80K - $120K,Blue,24,5,3,2,6590,0,6590,0.714,2449,67,0.634,0
709212183,Existing Customer,53,F,2,Graduate,Married,Less than $40K,Blue,36,6,1,3,3176,1470,1706,0.388,1634,53,0.472,0.463
713424108,Existing Customer,37,M,1,Graduate,Single,$60K - $80K,Blue,27,4,1,3,4288,2349,1939,0.718,2591,57,0.541,0.548
815001108,Existing Customer,48,M,2,Doctorate,Single,Less than $40K,Blue,43,3,3,2,5945,1685,4260,0.9,3598,67,0.718,0.283
709802208,Existing Customer,37,M,1,Graduate,Married,$40K - $60K,Blue,17,3,1,4,3350,0,3350,1.316,2849,61,0.694,0
713445183,Existing Customer,35,M,1,High School,Married,$60K - $80K,Blue,26,4,3,2,4008,1841,2167,1.504,2794,58,1.148,0.459
717310458,Existing Customer,35,F,3,Graduate,Single,Less than $40K,Blue,27,3,3,2,5780,938,4842,0.988,2960,65,0.757,0.162
772776033,Existing Customer,33,M,2,College,Single,$80K - $120K,Blue,23,3,4,3,7081,1874,5207,0.699,2249,47,1.35,0.265
719804208,Existing Customer,36,M,2,Graduate,Married,$40K - $60K,Blue,28,5,1,3,6824,1873,4951,0.563,1933,48,0.655,0.274
715077483,Existing Customer,47,F,3,Doctorate,Married,Less than $40K,Blue,36,4,3,4,1438.3,772,666.3,1.451,2250,40,0.905,0.537
717000858,Existing Customer,41,M,2,Graduate,Married,Less than $40K,Blue,29,3,2,2,2683,1738,945,0.745,2274,52,0.733,0.648
792402483,Existing Customer,46,M,4,Graduate,Single,$60K - $80K,Blue,40,5,2,1,12280,985,11295,0.841,4263,70,1,0.08
712973733,Existing Customer,58,M,4,Graduate,Married,$60K - $80K,Blue,36,3,2,2,14607,1480,13127,0.346,1393,38,0.462,0.101
813213558,Existing Customer,53,F,1,Doctorate,Single,Less than $40K,Blue,48,4,3,3,2267,1469,798,0.716,3709,64,0.684,0.648
711426033,Existing Customer,49,M,2,Graduate,Married,$80K - $120K,Blue,39,3,2,2,11332,946,10386,0.857,3806,65,0.667,0.083
719233833,Existing Customer,35,F,3,High School,Married,Less than $40K,Blue,23,3,3,4,3073,526,2547,0.702,1944,55,0.618,0.171
716864733,Existing Customer,47,M,3,College,Married,$120K +,Silver,27,6,3,3,34516,2315,32201,0.599,1805,46,0.704,0.067
821168733,Existing Customer,38,M,3,Graduate,Married,$60K - $80K,Blue,34,6,3,3,5323,2301,3022,0.68,1783,33,0.65,0.432
710135058,Existing Customer,56,M,1,Graduate,Married,$80K - $120K,Blue,44,3,1,0,9078,1501,7577,0.51,1543,34,0.545,0.165
720228708,Existing Customer,56,M,2,High School,Married,$120K +,Blue,46,4,1,3,27029,1347,25682,0.381,1302,27,0.421,0.05
718618458,Existing Customer,38,M,3,High School,Single,$60K - $80K,Blue,25,5,1,4,9859,1305,8554,0.722,4345,72,0.674,0.132
719470458,Attrited Customer,46,M,3,College,Single,$80K - $120K,Blue,39,1,4,3,4026,243,3783,0.738,1102,27,0.8,0.06
719587158,Existing Customer,37,M,1,High School,Single,$40K - $60K,Blue,25,3,2,3,2608,1799,809,0.732,2565,72,0.636,0.69
718589133,Existing Customer,65,F,1,Graduate,Single,Less than $40K,Blue,56,6,2,2,4613,1619,2994,0.697,2328,62,0.722,0.351
789235383,Existing Customer,38,M,4,College,Married,$80K - $120K,Blue,27,5,2,4,10386,1909,8477,1.43,2119,52,1.08,0.184
713548158,Existing Customer,26,M,0,College,Single,$40K - $60K,Blue,36,5,2,3,2657,1611,1046,0.599,2349,41,0.464,0.606
720264783,Existing Customer,58,F,2,Graduate,Married,Less than $40K,Blue,44,4,2,3,5031,1327,3704,0.553,1433,34,0.889,0.264
715319958,Attrited Customer,48,M,3,Uneducated,Married,$120K +,Blue,36,5,2,4,34516,787,33729,0.763,1312,32,0.6,0.023
809990883,Existing Customer,48,F,3,Graduate,Single,Less than $40K,Blue,43,6,2,2,2423,1773,650,0.574,2038,64,0.362,0.732
714412308,Attrited Customer,33,M,3,Graduate,Married,$80K - $120K,Blue,36,6,3,5,7140,0,7140,0.401,916,18,0.2,0
772303458,Existing Customer,62,F,0,Doctorate,Married,$40K - $60K,Blue,51,3,3,2,3377,948,2429,0.461,1407,44,0.467,0.281
721243083,Attrited Customer,55,M,3,Uneducated,Divorced,$80K - $120K,Blue,41,1,3,4,34516,2408,32108,0.796,1187,40,0.6,0.07
711990933,Existing Customer,40,F,2,Graduate,Single,Less than $40K,Blue,29,4,3,2,2295,0,2295,0.699,3292,62,0.824,0
819977058,Existing Customer,46,M,2,High School,Single,$40K - $60K,Blue,41,3,3,2,3150,1543,1607,0.998,3432,71,0.972,0.49
721467258,Existing Customer,58,M,1,High School,Married,$40K - $60K,Blue,36,3,2,5,2165,1135,1030,0.707,1541,33,0.833,0.524
713303733,Existing Customer,53,M,1,Graduate,Married,$120K +,Blue,41,6,3,2,1612,744,868,0.636,1564,33,0.5,0.462
711129483,Existing Customer,45,M,3,Graduate,Married,$60K - $80K,Blue,36,3,1,3,14593,1504,13089,0.668,3447,72,0.895,0.103
779618433,Existing Customer,48,M,4,Uneducated,Single,$40K - $60K,Blue,38,6,3,2,8327,1551,6776,0.463,4428,82,0.822,0.186
797757333,Existing Customer,43,M,3,Post-Graduate,Married,$60K - $80K,Gold,37,6,1,2,34516,1580,32936,0.707,4149,86,0.755,0.046
814497483,Existing Customer,60,M,0,Uneducated,Married,$60K - $80K,Blue,55,6,1,2,6479,1393,5086,0.468,1618,47,0.958,0.215
709623483,Existing Customer,56,M,2,High School,Married,$120K +,Blue,41,4,1,3,18442,1470,16972,0.491,1281,36,0.8,0.08
709056558,Existing Customer,43,F,3,College,Married,$40K - $60K,Blue,31,5,3,2,2800,2517,283,0.816,1994,41,0.64,0.899
708238833,Existing Customer,57,F,3,High School,Married,Less than $40K,Blue,36,6,2,3,3032,2215,817,0.408,1387,30,0.579,0.731
813261408,Existing Customer,52,F,1,Uneducated,Married,$40K - $60K,Blue,47,6,3,3,2151,1338,813,0.926,3446,58,1,0.622
798022683,Attrited Customer,43,M,1,Graduate,Married,$80K - $120K,Blue,37,4,2,3,25517,321,25196,0.769,2508,44,0.294,0.013
769756983,Existing Customer,38,M,3,Graduate,Married,$60K - $80K,Blue,32,3,1,2,7709,2227,5482,1.295,2520,61,0.848,0.289
712674183,Existing Customer,53,M,2,College,Married,$40K - $60K,Blue,33,3,3,1,4065,2180,1885,0.321,1271,36,0.2,0.536
713625483,Existing Customer,58,M,2,College,Married,$80K - $120K,Blue,44,3,2,2,11811,2508,9303,0.476,1469,29,0.812,0.212
716869458,Existing Customer,34,F,3,College,Single,Less than $40K,Blue,36,3,6,1,7440,704,6736,0.551,2251,63,0.537,0.095
788723133,Existing Customer,36,M,1,High School,Single,$40K - $60K,Blue,20,5,1,2,12714,976,11738,0.649,2240,53,0.395,0.077
794462133,Existing Customer,55,F,0,Graduate,Single,$40K - $60K,Blue,35,5,1,3,3735,1978,1757,0.675,1749,41,0.577,0.53
712604133,Existing Customer,54,M,1,Uneducated,Married,$80K - $120K,Blue,43,3,1,4,25882,1699,24183,0.428,1736,48,0.371,0.066
714397983,Existing Customer,36,M,2,College,Married,$40K - $60K,Blue,36,4,3,1,3877,1495,2382,0.783,1942,42,0.75,0.386
715898058,Existing Customer,53,M,2,Graduate,Married,$120K +,Blue,36,5,1,3,11023,0,11023,0.539,1656,41,0.367,0
711367308,Existing Customer,37,M,3,Uneducated,Single,$40K - $60K,Blue,19,3,3,4,2186,1185,1001,0.998,2614,67,0.861,0.542
790186458,Existing Customer,45,M,3,Uneducated,Single,$80K - $120K,Blue,39,3,1,0,17996,864,17132,0.597,1589,30,0.667,0.048
712040433,Existing Customer,54,F,1,High School,Married,Less than $40K,Blue,43,6,2,3,2306,2200,106,0.697,2097,57,0.541,0.954
709616958,Existing Customer,38,M,2,High School,Single,$60K - $80K,Silver,30,4,3,4,26556,1583,24973,0.694,3168,73,0.738,0.06
714633858,Existing Customer,35,F,2,College,Married,Less than $40K,Blue,18,3,3,2,5779,2517,3262,1.201,2102,32,1.133,0.436
794818833,Existing Customer,36,F,1,Uneducated,Single,Less than $40K,Blue,30,6,1,2,5494,2078,3416,0.79,2661,58,0.871,0.378
711219333,Existing Customer,33,M,1,Post-Graduate,Married,$120K +,Blue,14,6,1,0,7571,2264,5307,0.696,2273,49,0.485,0.299
713384508,Existing Customer,28,M,1,High School,Single,Less than $40K,Blue,14,4,3,1,2897,1398,1499,0.907,2698,73,0.872,0.483
772514808,Existing Customer,36,F,2,Uneducated,Single,$40K - $60K,Blue,26,3,2,4,3131,2379,752,0.748,2315,63,0.853,0.76
710808108,Existing Customer,34,F,3,College,Divorced,Less than $40K,Blue,27,3,3,2,4274,2517,1757,0.666,2257,54,0.8,0.589
778973658,Existing Customer,55,M,0,Doctorate,Married,$60K - $80K,Blue,36,4,6,4,4980,906,4074,0.721,2273,66,0.886,0.182
712005108,Existing Customer,61,F,0,Post-Graduate,Married,Less than $40K,Blue,48,3,3,3,3156,2155,1001,0.438,1376,44,0.571,0.683
804577833,Existing Customer,44,F,2,Graduate,Married,Less than $40K,Blue,39,5,1,0,6861,2101,4760,0.464,3974,63,0.909,0.306
715028283,Existing Customer,54,M,1,Graduate,Married,$80K - $120K,Blue,46,3,3,2,15554,2497,13057,1.027,2836,61,0.605,0.161
789786258,Existing Customer,39,M,2,High School,Married,$80K - $120K,Blue,28,3,2,4,26570,1915,24655,1.454,2118,33,1.062,0.072
711041508,Existing Customer,37,F,1,High School,Married,$40K - $60K,Blue,25,4,3,4,5865,2517,3348,1.348,2623,47,1.35,0.429
779174133,Existing Customer,56,M,3,Uneducated,Married,$120K +,Blue,43,5,1,5,5188,753,4435,0.591,1540,30,0.429,0.145
715680933,Existing Customer,53,M,1,Graduate,Single,$80K - $120K,Blue,36,4,2,4,17742,1463,16279,0.803,3369,55,0.774,0.082
770871708,Existing Customer,62,M,0,Graduate,Married,$40K - $60K,Blue,48,5,1,5,2591,0,2591,0.601,2123,56,0.697,0
772643058,Existing Customer,58,F,3,Graduate,Married,Less than $40K,Blue,48,6,2,3,2800,1834,966,0.615,1571,36,0.636,0.655
718199133,Existing Customer,57,M,1,High School,Married,$80K - $120K,Blue,36,3,2,2,6543,2260,4283,0.448,1519,31,0.632,0.345
766322883,Existing Customer,33,F,3,College,Single,$40K - $60K,Blue,26,6,3,5,6316,1344,4972,0.823,2401,71,0.732,0.213
771197433,Existing Customer,54,F,1,Graduate,Married,Less than $40K,Blue,41,3,2,4,4658,588,4070,0.856,1351,30,1.5,0.126
709516458,Existing Customer,30,M,0,Graduate,Divorced,$60K - $80K,Blue,22,3,3,3,6476,0,6476,0.551,2723,66,0.65,0
716456808,Existing Customer,36,F,2,High School,Single,Less than $40K,Blue,36,6,2,5,8087,1263,6824,0.615,2429,69,0.643,0.156
716819958,Existing Customer,60,M,2,Graduate,Married,$60K - $80K,Blue,50,3,1,2,9033,845,8188,0.663,1661,35,0.4,0.094
779449308,Existing Customer,46,F,4,High School,Single,Less than $40K,Blue,28,6,3,4,3206,0,3206,1.065,3253,72,0.532,0
784891458,Existing Customer,55,M,1,Graduate,Married,$80K - $120K,Blue,49,4,3,3,28751,2158,26593,0.536,1502,34,0.789,0.075
790004883,Existing Customer,55,M,1,High School,Married,$80K - $120K,Blue,47,3,3,3,2938,1995,943,0.514,1352,30,0.429,0.679
770262183,Existing Customer,31,M,0,Uneducated,Single,Less than $40K,Blue,25,5,2,2,5715,1741,3974,0.816,2324,67,1.03,0.305
715277583,Existing Customer,55,F,3,Uneducated,Divorced,Less than $40K,Blue,36,3,2,1,2111,1209,902,0.594,2803,61,0.605,0.573
815510883,Existing Customer,36,M,2,Post-Graduate,Single,$40K - $60K,Blue,31,3,2,5,11862,2282,9580,0.837,2576,74,0.85,0.192
715107033,Existing Customer,33,F,1,Graduate,Single,Less than $40K,Blue,36,3,2,4,6551,1440,5111,0.629,2429,77,0.453,0.22
720706008,Existing Customer,30,M,2,Post-Graduate,Single,$40K - $60K,Blue,16,5,3,5,4533,1977,2556,0.664,2679,69,0.605,0.436
710108133,Existing Customer,54,F,2,Graduate,Married,$40K - $60K,Blue,36,5,3,0,1854,1528,326,0.444,1307,39,0.393,0.824
718983333,Existing Customer,53,M,2,Uneducated,Married,$80K - $120K,Blue,43,6,1,3,6704,1354,5350,0.411,1331,30,0.364,0.202
714030183,Existing Customer,59,M,0,Graduate,Single,$80K - $120K,Silver,36,5,3,3,34516,1494,33022,1.229,3259,65,0.585,0.043
710496708,Existing Customer,41,M,2,College,Single,$120K +,Blue,32,6,3,2,5489,1513,3976,0.87,4085,65,0.548,0.276
714935883,Existing Customer,45,M,3,Uneducated,Married,$40K - $60K,Blue,36,3,1,1,10619,607,10012,0.883,4074,65,0.477,0.057
718972758,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,40,5,3,3,2481,1287,1194,0.465,1825,51,0.821,0.519
711827958,Existing Customer,57,M,2,Uneducated,Married,$60K - $80K,Blue,47,4,4,1,5100,1970,3130,0.371,1032,26,0.368,0.386
778724058,Existing Customer,63,M,0,Doctorate,Single,$40K - $60K,Blue,49,5,4,3,5905,726,5179,0.85,3982,65,0.857,0.123
718920708,Existing Customer,35,M,3,Graduate,Married,$60K - $80K,Blue,25,5,3,3,5240,1451,3789,1.198,2172,38,0.81,0.277
771051783,Existing Customer,53,M,3,High School,Married,$120K +,Blue,40,6,2,5,4182,741,3441,0.885,1297,24,1.182,0.177
715970133,Existing Customer,33,F,4,College,Divorced,Less than $40K,Blue,24,6,2,2,9857,0,9857,0.699,3448,103,0.635,0
806889633,Existing Customer,38,M,2,Uneducated,Married,$80K - $120K,Blue,33,3,1,4,20117,1226,18891,1.4,2906,58,1,0.061
717338733,Existing Customer,31,M,0,High School,Divorced,Less than $40K,Blue,22,3,2,3,6012,0,6012,0.968,2801,72,0.674,0
779223858,Existing Customer,37,M,2,Graduate,Married,$60K - $80K,Blue,27,4,2,4,6369,0,6369,1.454,2675,47,1.136,0
769980333,Existing Customer,36,M,1,Uneducated,Single,$80K - $120K,Blue,30,4,2,5,13005,2152,10853,1.424,3023,53,0.767,0.165
788783133,Existing Customer,58,F,0,Post-Graduate,Married,Less than $40K,Blue,39,5,3,3,6679,1207,5472,0.538,1649,29,0.381,0.181
816325533,Existing Customer,39,F,1,Graduate,Married,Less than $40K,Blue,34,6,3,5,6458,1802,4656,0.923,2315,49,0.581,0.279
710233683,Existing Customer,55,M,3,Graduate,Married,$80K - $120K,Blue,36,4,3,4,2801,2403,398,0.884,1526,44,1,0.858
778327908,Existing Customer,50,M,2,Uneducated,Single,Less than $40K,Blue,40,4,3,5,2419,2380,39,0.695,4099,73,0.659,0.984
716400633,Existing Customer,33,M,3,High School,Single,$40K - $60K,Blue,24,6,3,3,5156,1427,3729,0.48,2057,54,0.421,0.277
771649083,Existing Customer,63,M,0,High School,Married,$80K - $120K,Blue,51,3,3,4,10257,1021,9236,0.467,1508,30,0.429,0.1
789853533,Attrited Customer,54,M,3,High School,Married,$40K - $60K,Blue,44,2,1,5,3032,0,3032,0.949,1037,14,2.5,0
796336833,Existing Customer,51,M,3,Doctorate,Married,$80K - $120K,Blue,45,5,2,4,32096,0,32096,0.766,2619,69,0.917,0
713974533,Existing Customer,52,F,3,Post-Graduate,Single,Less than $40K,Blue,45,5,1,3,2555,1701,854,1.492,3127,45,1.25,0.666
787231233,Existing Customer,34,M,5,Post-Graduate,Single,$80K - $120K,Silver,28,3,3,2,34516,1731,32785,0.605,2421,63,0.575,0.05
719810583,Existing Customer,64,M,0,High School,Married,Less than $40K,Blue,54,4,3,2,2140,1361,779,0.46,1280,34,1,0.636
717124983,Existing Customer,62,F,1,Uneducated,Married,$40K - $60K,Blue,43,3,1,1,4760,0,4760,0.564,1459,20,0.538,0
787523283,Existing Customer,38,M,1,Graduate,Single,$80K - $120K,Blue,27,6,2,5,26372,1365,25007,1.394,2291,56,1,0.052
719493858,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,43,5,2,2,8203,654,7549,0.588,2910,63,0.909,0.08
709897983,Existing Customer,35,F,2,Doctorate,Married,$40K - $60K,Blue,24,5,2,3,2655,1527,1128,0.715,1921,26,0.444,0.575
717225258,Existing Customer,35,M,2,Graduate,Single,$120K +,Blue,27,6,2,2,13655,1048,12607,0.509,2383,59,0.595,0.077
803148033,Existing Customer,54,M,1,College,Married,$80K - $120K,Blue,48,6,1,5,12169,1935,10234,0.435,1599,38,0.652,0.159
712060158,Existing Customer,35,M,0,Doctorate,Single,$60K - $80K,Blue,18,6,2,3,2598,1645,953,0.765,2483,59,0.903,0.633
710982858,Existing Customer,33,F,3,Graduate,Single,$40K - $60K,Blue,36,6,1,2,8232,2259,5973,1.158,2849,67,1.31,0.274
712319058,Existing Customer,37,F,1,Uneducated,Married,Less than $40K,Blue,29,5,3,0,4671,1933,2738,0.986,2468,58,0.706,0.414
744483633,Existing Customer,35,M,3,Graduate,Married,$120K +,Blue,28,4,3,2,14869,0,14869,1.624,2753,48,1.087,0
714947883,Existing Customer,59,M,1,Graduate,Married,$40K - $60K,Blue,36,6,2,2,2300,1965,335,0.596,1693,27,0.688,0.854
714802458,Existing Customer,48,F,3,High School,Single,$40K - $60K,Blue,30,5,2,1,2657,2115,542,0.688,3580,77,0.711,0.796
721485708,Existing Customer,58,M,2,Uneducated,Married,$80K - $120K,Blue,46,6,1,3,9149,1806,7343,0.35,1220,36,0.333,0.197
713375658,Existing Customer,37,M,2,Graduate,Divorced,$40K - $60K,Blue,17,6,3,3,3176,0,3176,0.652,2298,67,0.457,0
717828108,Existing Customer,57,M,2,Graduate,Married,$80K - $120K,Blue,42,6,1,0,21875,2517,19358,0.409,1327,31,0.409,0.115
718875483,Existing Customer,50,M,1,College,Married,$60K - $80K,Blue,40,4,2,4,17404,1745,15659,0.54,4491,78,0.66,0.1
811111083,Existing Customer,56,M,2,High School,Married,$60K - $80K,Blue,51,5,6,3,2863,2517,346,0.583,1458,39,0.696,0.879
715749108,Existing Customer,48,M,3,Graduate,Married,$60K - $80K,Gold,37,5,1,2,34516,2429,32087,0.742,3205,57,0.727,0.07
780197133,Existing Customer,40,M,4,Graduate,Single,$60K - $80K,Blue,30,4,1,1,13919,1266,12653,0.438,3699,67,0.523,0.091
719146008,Attrited Customer,48,M,3,Graduate,Married,$80K - $120K,Blue,39,4,4,3,18672,2517,16155,0.799,1126,35,0.591,0.135
717727308,Existing Customer,50,F,1,Uneducated,Married,Less than $40K,Blue,36,6,2,2,4204,499,3705,0.635,4740,67,0.523,0.119
718445883,Existing Customer,61,F,1,Uneducated,Married,Less than $40K,Blue,36,3,2,4,6859,2489,4370,0.65,1617,26,1,0.363
795997908,Existing Customer,36,M,2,High School,Married,$80K - $120K,Blue,30,6,3,3,16050,1480,14570,1.326,3215,56,0.806,0.092
710159658,Existing Customer,46,M,5,High School,Married,$120K +,Blue,32,5,2,2,34516,1024,33492,0.72,2436,71,0.651,0.03
715161633,Existing Customer,44,F,4,High School,Single,$40K - $60K,Blue,38,6,3,3,7881,2517,5364,0.738,3068,77,0.711,0.319
773270058,Existing Customer,57,M,5,High School,Married,$80K - $120K,Blue,50,4,2,3,13427,0,13427,0.521,1337,27,0.588,0
714120258,Existing Customer,37,M,2,Uneducated,Divorced,$80K - $120K,Blue,36,3,3,2,2281,1677,604,1.027,2735,58,1.071,0.735
720076458,Existing Customer,57,M,2,Uneducated,Married,$80K - $120K,Blue,52,6,2,4,10974,0,10974,0.591,1327,26,1,0
719978583,Existing Customer,46,M,2,High School,Married,$60K - $80K,Blue,40,4,1,3,5265,0,5265,0.524,3281,68,0.744,0
826706208,Existing Customer,55,M,3,Graduate,Single,$80K - $120K,Blue,51,6,2,3,17198,0,17198,0.803,4042,62,0.722,0
721218408,Existing Customer,53,M,4,High School,Married,$120K +,Blue,41,6,3,4,3401,1713,1688,0.773,1924,54,0.317,0.504
719706483,Existing Customer,33,M,3,High School,Married,$120K +,Blue,20,6,3,2,27499,1188,26311,0.544,2202,46,0.394,0.043
712206858,Existing Customer,39,M,3,Graduate,Married,$120K +,Blue,36,3,3,2,32964,2231,30733,1.731,3094,45,1.647,0.068
709886583,Existing Customer,37,F,2,High School,Single,Less than $40K,Blue,28,5,2,1,7411,633,6778,0.762,2761,77,0.604,0.085
711040758,Existing Customer,32,M,0,Uneducated,Single,$40K - $60K,Blue,36,4,3,3,7200,0,7200,0.894,3006,83,0.93,0
718929708,Existing Customer,60,F,0,Graduate,Married,Less than $40K,Blue,50,4,2,2,3147,1602,1545,0.569,1558,23,0.643,0.509
721150833,Existing Customer,37,M,1,Graduate,Single,$80K - $120K,Blue,18,6,2,5,5110,1942,3168,0.749,3028,76,0.583,0.38
714514983,Existing Customer,43,F,5,Graduate,Married,Less than $40K,Blue,35,3,6,4,5438,2214,3224,0.668,5029,75,0.562,0.407
779888658,Existing Customer,56,M,1,Uneducated,Married,$80K - $120K,Blue,40,6,1,1,17450,2193,15257,0.419,1426,38,0.462,0.126
715883358,Existing Customer,52,M,3,College,Married,$80K - $120K,Blue,39,3,3,2,18352,1509,16843,0.898,1454,29,1.071,0.082
713363583,Existing Customer,34,M,2,Uneducated,Single,$120K +,Blue,17,3,1,2,5030,2326,2704,0.856,3345,69,1.3,0.462
820075983,Existing Customer,26,M,0,Graduate,Single,Less than $40K,Blue,21,4,3,2,1585,1535,50,0.462,2299,49,0.485,0.968
721502958,Existing Customer,54,M,1,High School,Married,$120K +,Blue,42,5,3,3,3251,1919,1332,0.56,1406,31,0.24,0.59
708596283,Existing Customer,35,F,3,Uneducated,Single,Less than $40K,Blue,23,3,2,2,2858,1251,1607,0.576,2844,73,0.622,0.438
708823908,Existing Customer,41,M,3,Graduate,Single,$60K - $80K,Blue,28,4,1,3,16443,1363,15080,0.688,4252,64,0.684,0.083
826401858,Existing Customer,36,F,0,Uneducated,Divorced,Less than $40K,Blue,32,3,2,3,3687,1655,2032,0.742,2448,63,0.5,0.449
709554483,Existing Customer,53,F,1,Graduate,Married,Less than $40K,Blue,36,5,1,3,4840,2517,2323,0.445,1637,22,1,0.52
788621658,Existing Customer,54,M,1,College,Married,$60K - $80K,Blue,37,6,3,2,1909,1753,156,0.788,1457,24,0.6,0.918
716713533,Existing Customer,53,M,3,Post-Graduate,Single,$80K - $120K,Blue,44,5,2,2,19063,1236,17827,0.542,3393,58,0.871,0.065
712338033,Existing Customer,36,M,2,High School,Married,$80K - $120K,Blue,26,4,2,4,15982,1691,14291,0.808,1687,40,0.739,0.106
711639708,Existing Customer,42,M,3,Graduate,Single,$60K - $80K,Blue,32,6,2,2,1438.3,0,1438.3,0.66,1794,45,0.875,0
720216108,Existing Customer,27,F,2,College,Divorced,Less than $40K,Blue,14,4,3,3,2549,2130,419,0.693,2605,61,0.794,0.836
718708908,Existing Customer,58,M,4,Graduate,Married,$60K - $80K,Blue,36,6,2,4,5967,2350,3617,0.543,1426,29,0.812,0.394
802890333,Existing Customer,59,M,1,Uneducated,Married,$40K - $60K,Blue,53,5,1,3,2182,1558,624,0.457,1660,34,0.789,0.714
712965183,Existing Customer,63,F,2,Graduate,Married,Less than $40K,Blue,52,5,2,3,2689,2101,588,0.416,1188,35,0.75,0.781
796170933,Existing Customer,57,M,2,Uneducated,Single,$80K - $120K,Blue,51,6,2,4,30622,0,30622,1.329,3600,66,0.784,0
798769458,Existing Customer,29,F,1,High School,Single,Less than $40K,Blue,23,3,1,2,3318,927,2391,0.934,3011,83,0.804,0.279
719483358,Existing Customer,33,M,1,College,Married,$40K - $60K,Blue,14,3,2,2,6746,1750,4996,0.962,2962,54,0.862,0.259
719647383,Existing Customer,35,M,2,Graduate,Married,$80K - $120K,Blue,36,5,2,2,4408,1463,2945,0.728,2001,49,0.485,0.332
714909108,Existing Customer,33,F,3,Graduate,Single,Less than $40K,Blue,36,5,3,3,4838,1338,3500,0.707,2641,67,0.595,0.277
793678608,Existing Customer,46,M,4,Graduate,Single,$80K - $120K,Silver,40,5,1,4,34516,0,34516,0.938,3568,57,0.676,0
788896983,Existing Customer,53,M,2,Graduate,Married,$60K - $80K,Blue,38,6,3,2,7928,1228,6700,0.632,1537,37,0.682,0.155
715731033,Existing Customer,50,M,3,Graduate,Single,$120K +,Blue,42,3,1,3,33996,949,33047,0.846,3569,77,0.571,0.028
717636933,Existing Customer,48,F,5,College,Divorced,$40K - $60K,Blue,40,3,1,1,4365,0,4365,0.598,3542,57,1.111,0
772658658,Existing Customer,57,M,2,High School,Single,$60K - $80K,Blue,47,6,3,4,2248,0,2248,0.735,4439,77,0.54,0
755943033,Existing Customer,34,F,2,Graduate,Single,Less than $40K,Blue,27,4,1,1,1901,1176,725,0.612,2450,52,0.857,0.619
772399983,Existing Customer,55,M,2,College,Single,$80K - $120K,Silver,45,3,1,4,34516,1433,33083,0.728,1966,31,0.55,0.042
826130133,Existing Customer,58,M,2,Graduate,Married,$120K +,Blue,54,6,2,4,31680,1812,29868,0.483,1121,25,0.562,0.057
719238183,Existing Customer,55,F,3,Graduate,Married,Less than $40K,Blue,35,3,2,3,1872,1167,705,0.517,2238,45,0.607,0.623
713682708,Existing Customer,45,M,2,College,Divorced,$40K - $60K,Blue,37,5,1,2,10991,1328,9663,1.027,3692,60,0.714,0.121
712774008,Existing Customer,59,M,0,Uneducated,Married,Less than $40K,Blue,46,6,1,2,3939,2517,1422,0.376,1489,34,0.545,0.639
717627333,Existing Customer,53,F,2,Post-Graduate,Married,$40K - $60K,Blue,40,5,1,4,2127,1995,132,0.374,1363,37,0.37,0.938
779542608,Existing Customer,47,M,4,Uneducated,Single,$80K - $120K,Blue,32,3,3,2,34010,1340,32670,0.744,1739,39,0.5,0.039
779100408,Existing Customer,33,F,1,Post-Graduate,Married,Less than $40K,Blue,15,6,2,0,1741,1328,413,0.69,2629,61,0.649,0.763
789963033,Attrited Customer,54,F,1,Graduate,Single,Less than $40K,Blue,45,3,5,5,1438.3,0,1438.3,0.647,1603,39,0.444,0
710687508,Existing Customer,65,M,0,High School,Married,Less than $40K,Blue,56,6,3,1,2621,1858,763,0.987,2148,47,1.043,0.709
789656358,Existing Customer,49,F,5,Graduate,Married,$40K - $60K,Blue,35,5,2,1,11115,1292,9823,0.797,3956,74,0.609,0.116
716584158,Existing Customer,51,M,4,High School,Married,$80K - $120K,Blue,42,6,1,2,14438,2517,11921,0.853,2090,47,0.88,0.174
815727183,Existing Customer,36,M,3,High School,Single,$80K - $120K,Blue,31,6,1,1,5228,1443,3785,0.934,2683,62,0.938,0.276
717066408,Existing Customer,36,M,2,Graduate,Married,$60K - $80K,Blue,36,3,1,4,5550,1518,4032,1.182,2540,62,0.771,0.274
814571058,Existing Customer,30,F,1,College,Single,Less than $40K,Blue,24,4,3,0,3450,2517,933,0.652,2545,64,0.778,0.73
714757908,Existing Customer,46,M,4,Graduate,Married,$120K +,Silver,36,4,1,3,34516,1380,33136,0.66,2163,56,0.4,0.04
710345808,Existing Customer,41,M,4,Uneducated,Divorced,$80K - $120K,Blue,36,6,2,2,30030,2028,28002,0.601,1828,38,1.111,0.068
814752558,Existing Customer,50,M,1,Uneducated,Married,$40K - $60K,Blue,45,5,3,3,2151,1163,988,0.849,2513,62,0.59,0.541
719336583,Existing Customer,55,M,2,Uneducated,Married,$120K +,Blue,44,3,3,3,27745,1300,26445,0.482,1525,21,0.5,0.047
797638383,Existing Customer,49,F,4,High School,Married,Less than $40K,Blue,43,4,3,2,4852,2016,2836,0.576,3561,73,0.622,0.415
708434733,Existing Customer,56,M,1,Graduate,Married,$60K - $80K,Blue,50,6,3,3,6735,2289,4446,0.661,1249,28,0.75,0.34
711802758,Existing Customer,63,M,1,Graduate,Married,$40K - $60K,Blue,53,4,1,2,6128,1895,4233,0.583,1700,42,0.355,0.309
823912308,Existing Customer,38,F,3,Graduate,Married,Less than $40K,Blue,34,5,1,0,3402,1813,1589,0.653,1767,28,0.647,0.533
720746208,Existing Customer,52,M,1,Graduate,Married,$80K - $120K,Blue,43,6,1,1,2689,2077,612,0.378,1356,33,0.435,0.772
709121283,Existing Customer,54,M,3,Uneducated,Married,Less than $40K,Blue,36,3,3,2,1556,1278,278,0.46,1615,35,0.591,0.821
714093108,Existing Customer,58,F,2,High School,Single,$40K - $60K,Blue,36,3,3,3,7372,1210,6162,0.946,1707,56,0.514,0.164
806752533,Existing Customer,27,F,1,Post-Graduate,Single,Less than $40K,Blue,22,4,1,3,2965,1635,1330,0.7,2553,59,0.553,0.551
779473308,Existing Customer,32,M,0,Uneducated,Single,$60K - $80K,Blue,14,4,3,3,8186,0,8186,0.737,2411,67,0.426,0
709376508,Existing Customer,58,F,1,College,Married,Less than $40K,Blue,49,3,3,2,3846,1285,2561,0.608,1815,47,0.621,0.334
712141683,Existing Customer,48,F,3,High School,Single,Less than $40K,Blue,28,4,2,1,2944,753,2191,0.707,3457,61,0.848,0.256
712494108,Existing Customer,38,M,2,Post-Graduate,Single,$60K - $80K,Silver,36,3,3,4,34516,1954,32562,0.436,1872,52,0.486,0.057
721350783,Existing Customer,54,M,2,High School,Married,$80K - $120K,Blue,38,6,3,4,5660,2006,3654,0.779,1569,39,0.773,0.354
719152383,Existing Customer,35,F,4,Uneducated,Married,Less than $40K,Blue,26,5,1,4,2494,1316,1178,1.486,2946,57,1.036,0.528
715174158,Existing Customer,31,M,1,College,Married,$80K - $120K,Blue,36,4,1,0,25215,1445,23770,1.033,2588,48,1,0.057
780040758,Existing Customer,40,F,4,College,Married,$40K - $60K,Blue,24,5,3,2,2606,1818,788,0.703,1999,50,1.174,0.698
719525358,Existing Customer,52,M,0,Graduate,Single,$80K - $120K,Blue,43,4,3,3,8133,1942,6191,0.572,3310,76,0.583,0.239
710892408,Existing Customer,57,F,1,High School,Married,Less than $40K,Blue,36,6,2,2,3101,1257,1844,0.416,1681,32,0.524,0.405
713295183,Existing Customer,48,M,2,Graduate,Divorced,$80K - $120K,Blue,29,6,2,3,24446,1854,22592,0.782,3897,75,0.786,0.076
789871233,Existing Customer,49,M,3,High School,Married,$80K - $120K,Blue,39,5,3,2,2361,1342,1019,0.6,4316,78,0.529,0.568
712663533,Existing Customer,40,M,4,High School,Single,$40K - $60K,Blue,32,6,4,2,2441,1656,785,0.762,3903,62,0.824,0.678
820906233,Existing Customer,45,M,2,Graduate,Married,$40K - $60K,Blue,41,5,2,2,8532,2165,6367,0.707,3242,63,0.75,0.254
708947208,Existing Customer,36,M,2,Graduate,Single,$80K - $120K,Blue,17,4,3,1,2900,2029,871,0.846,2631,72,0.6,0.7
715261458,Existing Customer,37,F,1,Graduate,Single,Less than $40K,Blue,36,6,2,4,6827,0,6827,0.754,2621,49,0.815,0
789310833,Existing Customer,44,F,3,College,Divorced,$40K - $60K,Blue,34,5,2,5,4513,1950,2563,0.83,3164,62,0.59,0.432
818294958,Existing Customer,52,M,2,College,Married,$120K +,Blue,47,3,3,2,27347,719,26628,0.695,4040,77,0.674,0.026
713902983,Existing Customer,42,F,3,High School,Married,Less than $40K,Blue,36,4,3,1,1676,1372,304,0.522,4381,77,0.571,0.819
771693933,Existing Customer,62,F,1,Graduate,Married,Less than $40K,Blue,50,6,6,4,2802,1977,825,0.431,1757,33,0.833,0.706
827984658,Attrited Customer,49,M,3,Post-Graduate,Married,$80K - $120K,Blue,45,3,0,4,23870,0,23870,0.604,1885,39,0.345,0
789012633,Existing Customer,30,F,0,Graduate,Single,Less than $40K,Blue,17,3,2,1,4868,1090,3778,0.679,2907,69,0.816,0.224
807237783,Existing Customer,50,M,3,Uneducated,Single,$60K - $80K,Blue,45,5,3,5,20437,1020,19417,0.563,4166,66,0.737,0.05
803408733,Existing Customer,32,M,2,High School,Divorced,$60K - $80K,Blue,26,6,1,4,2239,1338,901,0.567,2466,60,0.579,0.598
824667708,Existing Customer,32,F,1,Graduate,Single,Less than $40K,Blue,28,6,3,3,2428,1027,1401,0.824,3007,84,0.867,0.423
807165033,Existing Customer,49,M,3,Post-Graduate,Single,$60K - $80K,Blue,44,3,1,5,15027,0,15027,0.811,3533,59,0.788,0
809984133,Existing Customer,37,M,2,Doctorate,Single,$120K +,Blue,32,3,3,5,32056,1887,30169,0.831,2730,68,0.7,0.059
714199983,Existing Customer,48,M,3,Uneducated,Single,$60K - $80K,Gold,40,5,2,5,34516,2317,32199,0.699,3927,68,0.7,0.067
708171858,Existing Customer,33,F,3,Post-Graduate,Married,$40K - $60K,Blue,28,5,2,3,1864,1081,783,1.416,2607,44,1.75,0.58
709074108,Existing Customer,36,M,2,College,Single,$60K - $80K,Blue,24,5,2,5,23032,840,22192,0.739,2787,73,0.698,0.036
721304133,Existing Customer,36,F,4,High School,Married,Less than $40K,Blue,36,4,1,3,4277,1578,2699,0.84,1855,49,1.042,0.369
787430733,Existing Customer,56,F,2,High School,Married,$40K - $60K,Blue,41,5,3,2,2771,1446,1325,0.686,1706,27,0.227,0.522
711225933,Existing Customer,28,M,1,High School,Divorced,Less than $40K,Blue,36,5,3,4,2265,1935,330,0.653,2306,61,0.525,0.854
717478983,Existing Customer,31,F,2,Uneducated,Divorced,Less than $40K,Blue,19,6,2,0,2853,1961,892,0.866,2697,68,0.789,0.687
720949083,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,33,5,3,5,3075,2517,558,0.922,3534,53,0.71,0.819
713151258,Existing Customer,55,M,3,Graduate,Single,$40K - $60K,Blue,35,4,1,4,3065,0,3065,0.716,3524,69,0.605,0
799731033,Existing Customer,34,F,2,Doctorate,Single,Less than $40K,Blue,28,3,3,2,1438.3,0,1438.3,0.892,3044,91,0.896,0
822138333,Existing Customer,61,F,0,Graduate,Single,$40K - $60K,Blue,56,4,3,5,7118,813,6305,0.475,3964,66,0.65,0.114
708532308,Existing Customer,37,M,2,Uneducated,Single,$60K - $80K,Blue,36,4,2,2,11419,2517,8902,1.211,3000,70,1.059,0.22
713718558,Existing Customer,46,M,3,Graduate,Married,$40K - $60K,Blue,37,6,2,5,2403,0,2403,0.727,3393,64,0.882,0
778939683,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Blue,32,4,3,2,2821,951,1870,0.577,1452,38,1.923,0.337
713322633,Existing Customer,54,M,1,Graduate,Married,$40K - $60K,Blue,43,4,3,3,2706,2517,189,0.506,1682,39,0.625,0.93
719291283,Existing Customer,36,F,4,High School,Single,Less than $40K,Blue,28,5,1,2,2226,1607,619,0.656,2660,62,1,0.722
720659283,Existing Customer,37,M,5,Graduate,Married,$60K - $80K,Blue,31,5,3,4,3351,1847,1504,0.67,1910,43,0.593,0.551
719535558,Existing Customer,47,M,4,College,Divorced,$40K - $60K,Blue,36,5,1,1,5570,1858,3712,0.783,4129,72,0.636,0.334
709468683,Existing Customer,64,F,0,High School,Married,Less than $40K,Blue,56,6,2,2,2174,1397,777,0.62,1755,39,0.5,0.643
719455908,Existing Customer,48,M,3,Graduate,Married,$80K - $120K,Blue,38,3,3,3,31501,0,31501,0.698,3742,75,0.786,0
816890883,Existing Customer,35,M,2,Uneducated,Single,$60K - $80K,Blue,30,6,3,3,21695,1257,20438,0.793,2266,74,0.48,0.058
713766183,Existing Customer,49,M,0,Uneducated,Single,$80K - $120K,Blue,36,5,3,4,16156,2517,13639,0.804,4160,81,0.653,0.156
719148633,Existing Customer,53,F,2,Graduate,Married,Less than $40K,Blue,46,6,2,4,2413,2015,398,0.47,1398,24,0.714,0.835
789266208,Existing Customer,56,M,2,High School,Married,$80K - $120K,Blue,45,3,2,3,5920,1589,4331,0.512,1408,28,0.273,0.268
718373658,Existing Customer,41,M,3,College,Single,$60K - $80K,Blue,28,6,3,0,5841,2463,3378,1.047,3817,81,0.761,0.422
712255458,Existing Customer,37,M,3,High School,Single,$60K - $80K,Blue,36,3,1,5,8418,2051,6367,0.847,2879,63,0.703,0.244
789494133,Existing Customer,30,M,0,High School,Married,Less than $40K,Blue,21,5,4,3,2490,1259,1231,1.079,2441,53,0.514,0.506
714178458,Existing Customer,45,M,3,Post-Graduate,Married,$80K - $120K,Blue,35,3,3,2,20640,1603,19037,0.532,1792,53,0.395,0.078
717595908,Existing Customer,54,M,1,High School,Married,$60K - $80K,Blue,37,5,1,1,9453,2188,7265,0.572,1688,45,0.452,0.231
798114033,Existing Customer,46,M,2,Graduate,Married,$60K - $80K,Blue,40,4,2,4,7949,1514,6435,0.857,3355,58,0.657,0.19
709479558,Existing Customer,36,F,4,College,Single,Less than $40K,Blue,36,3,2,1,2758,2168,590,1.046,3073,86,0.792,0.786
778148283,Existing Customer,48,M,2,Doctorate,Single,$120K +,Blue,41,5,2,1,20148,1084,19064,0.79,3921,74,0.542,0.054
719363283,Existing Customer,59,F,0,Doctorate,Single,Less than $40K,Blue,36,3,1,2,1438.3,0,1438.3,0.691,1904,47,0.382,0
716225433,Existing Customer,60,M,1,Uneducated,Single,$80K - $120K,Blue,51,6,3,4,26566,2517,24049,0.985,3103,65,0.625,0.095
719882583,Existing Customer,44,M,5,Graduate,Single,$60K - $80K,Blue,34,3,3,5,13477,2057,11420,0.684,3866,67,0.634,0.153
711076533,Existing Customer,65,M,0,College,Divorced,Less than $40K,Blue,42,5,3,2,9706,1968,7738,1.022,3435,58,0.706,0.203
820651908,Existing Customer,46,F,3,Graduate,Single,$40K - $60K,Blue,41,5,2,4,7457,0,7457,0.717,3162,64,0.73,0
710884683,Existing Customer,48,M,4,Graduate,Married,$80K - $120K,Silver,40,6,2,5,34516,807,33709,0.967,3937,80,1.051,0.023
797468658,Existing Customer,53,M,3,High School,Married,$120K +,Blue,47,5,1,3,19081,2431,16650,0.37,1536,31,0.476,0.127
711534183,Existing Customer,41,M,2,High School,Single,$80K - $120K,Blue,36,4,2,4,28830,0,28830,0.786,3533,57,0.966,0
721083258,Existing Customer,37,F,4,High School,Divorced,$40K - $60K,Blue,22,5,1,3,2563,1638,925,0.681,2064,46,0.917,0.639
717986058,Existing Customer,29,F,0,High School,Single,Less than $40K,Blue,13,6,3,5,5240,1608,3632,1.243,2712,64,0.778,0.307
804610908,Existing Customer,49,F,2,Doctorate,Married,Less than $40K,Blue,44,4,3,0,3397,1962,1435,0.483,3295,66,0.61,0.578
717602733,Existing Customer,47,M,3,Doctorate,Single,Less than $40K,Blue,35,4,3,2,1842,0,1842,0.726,4165,67,0.634,0
713233908,Existing Customer,33,M,2,Graduate,Divorced,$60K - $80K,Blue,21,5,3,3,20791,0,20791,0.744,2883,93,0.755,0
712658283,Existing Customer,36,F,3,Graduate,Single,$40K - $60K,Blue,28,3,2,3,3701,969,2732,1.079,3222,86,0.623,0.262
708796458,Existing Customer,30,F,2,Graduate,Single,Less than $40K,Blue,18,3,1,4,4199,1903,2296,1.059,3016,67,0.763,0.453
713557533,Existing Customer,34,M,3,High School,Single,$40K - $60K,Blue,21,4,1,3,4353,1655,2698,0.806,2664,81,0.884,0.38
710524533,Attrited Customer,38,F,4,College,Married,$40K - $60K,Blue,36,4,4,4,4913,2517,2396,0.348,899,28,0.273,0.512
713412558,Existing Customer,39,F,4,Post-Graduate,Married,Less than $40K,Blue,22,3,3,1,5454,1108,4346,1.021,2674,67,0.675,0.203
718934058,Existing Customer,36,M,2,Doctorate,Single,$40K - $60K,Blue,26,4,3,2,2845,2517,328,0.686,2396,51,0.5,0.885
717613233,Existing Customer,45,M,4,Uneducated,Married,$60K - $80K,Silver,33,5,2,4,25907,745,25162,0.607,2058,56,0.806,0.029
821710308,Existing Customer,38,F,3,Uneducated,Single,Less than $40K,Blue,33,5,3,2,2206,2018,188,0.648,1739,35,0.667,0.915
716089983,Existing Customer,31,M,0,Graduate,Single,$40K - $60K,Blue,24,3,1,4,12050,1732,10318,0.804,2015,46,0.704,0.144
712071708,Existing Customer,63,F,0,Graduate,Married,Less than $40K,Blue,36,6,3,4,2107,1351,756,0.521,1320,35,0.522,0.641
770721858,Existing Customer,65,M,1,Graduate,Married,Less than $40K,Blue,56,3,2,5,3539,2517,1022,0.346,1463,31,0.632,0.711
715629783,Existing Customer,51,M,1,Graduate,Married,$40K - $60K,Silver,36,6,2,2,17905,980,16925,0.731,4399,64,0.778,0.055
768886533,Existing Customer,37,M,3,Graduate,Married,$60K - $80K,Blue,31,3,1,3,4940,1199,3741,1.57,3246,57,0.9,0.243
711291558,Existing Customer,27,M,0,Uneducated,Single,$60K - $80K,Blue,36,4,3,3,2464,0,2464,0.502,2636,50,0.429,0
714929283,Existing Customer,34,F,0,High School,Married,$40K - $60K,Blue,36,5,1,3,3203,2229,974,1.146,2625,52,0.625,0.696
716285358,Existing Customer,32,F,1,College,Divorced,Less than $40K,Blue,36,3,5,4,1835,1017,818,0.82,2801,79,0.519,0.554
710958033,Existing Customer,49,F,5,Uneducated,Single,Less than $40K,Blue,39,3,2,2,1993,0,1993,0.539,4075,76,0.689,0
789690483,Existing Customer,39,M,4,High School,Married,$80K - $120K,Blue,25,6,2,3,8208,0,8208,1.568,3135,39,1.167,0
789338583,Existing Customer,42,M,2,Doctorate,Married,$80K - $120K,Blue,32,4,2,2,26222,1073,25149,1.288,1988,30,0.579,0.041
717411483,Existing Customer,55,M,4,College,Divorced,$80K - $120K,Blue,36,4,2,3,34173,1194,32979,1.056,3731,69,0.816,0.035
720799608,Existing Customer,57,F,2,Graduate,Married,$40K - $60K,Blue,49,5,1,2,3377,1720,1657,0.491,1621,32,0.391,0.509
714112383,Existing Customer,53,M,2,Graduate,Married,$120K +,Blue,43,6,3,2,5882,2335,3547,0.579,1380,30,0.667,0.397
717994608,Existing Customer,51,M,0,Graduate,Married,$80K - $120K,Blue,40,4,3,2,7158,0,7158,0.904,2113,60,0.875,0
798558783,Existing Customer,47,M,3,Graduate,Married,Less than $40K,Blue,41,6,1,4,5833,1747,4086,0.551,3732,75,0.531,0.3
716875083,Existing Customer,26,F,0,High School,Single,$40K - $60K,Blue,36,6,3,4,4152,0,4152,0.804,2351,42,0.312,0
714603558,Existing Customer,37,M,2,High School,Single,$40K - $60K,Blue,24,6,2,3,11699,1758,9941,0.869,2007,46,1,0.15
789903708,Existing Customer,45,F,2,Uneducated,Single,$40K - $60K,Blue,35,6,3,2,4505,1562,2943,0.604,3968,68,0.619,0.347
801989733,Existing Customer,55,M,2,Uneducated,Single,$60K - $80K,Blue,48,6,3,2,7667,1193,6474,1.101,3915,76,0.617,0.156
789504183,Existing Customer,37,M,4,Graduate,Single,$120K +,Blue,28,3,3,4,34516,0,34516,0.572,2574,62,0.771,0
714574083,Existing Customer,36,F,3,Graduate,Single,Less than $40K,Blue,31,3,2,3,2937,2159,778,0.67,2511,51,0.7,0.735
717978033,Existing Customer,36,F,1,High School,Single,Less than $40K,Blue,36,5,3,4,5257,1572,3685,0.732,2822,73,0.659,0.299
711256908,Existing Customer,39,M,2,High School,Single,$60K - $80K,Blue,28,6,3,3,10331,957,9374,0.699,3695,81,0.653,0.093
721023708,Existing Customer,47,M,4,Uneducated,Married,$60K - $80K,Blue,36,3,3,3,17557,0,17557,0.667,2142,62,0.378,0
714522258,Existing Customer,56,F,2,Graduate,Married,Less than $40K,Blue,48,6,3,2,4366,1590,2776,0.475,1596,37,0.423,0.364
713644758,Existing Customer,49,M,3,Graduate,Single,$120K +,Blue,36,6,2,3,8514,2013,6501,0.664,4098,74,0.542,0.236
712700358,Existing Customer,36,F,4,Uneducated,Single,Less than $40K,Blue,26,4,3,2,2002,1377,625,0.671,2411,60,0.714,0.688
779873508,Existing Customer,51,F,0,High School,Married,Less than $40K,Blue,35,5,3,4,3132,1815,1317,1.018,3607,60,0.935,0.58
779342958,Existing Customer,26,F,0,College,Married,$40K - $60K,Blue,13,2,3,3,2010,1070,940,0.906,3625,85,0.635,0.532
711738333,Existing Customer,34,M,2,Graduate,Married,$80K - $120K,Blue,23,6,2,3,7567,1776,5791,1.275,2361,45,0.875,0.235
709413933,Attrited Customer,56,M,2,High School,Single,$40K - $60K,Blue,40,2,6,4,2381,651,1730,0.592,1920,46,0.586,0.273
720323208,Existing Customer,43,M,2,Graduate,Married,$120K +,Silver,31,6,2,4,34516,2398,32118,0.917,4976,88,0.692,0.069
713372583,Existing Customer,42,F,4,High School,Single,Less than $40K,Blue,19,3,2,0,1438.3,0,1438.3,0.676,3786,67,0.523,0
710092683,Existing Customer,38,M,2,College,Married,$80K - $120K,Blue,30,2,3,2,3735,1421,2314,0.57,1837,47,0.741,0.38
779284833,Existing Customer,55,M,2,Post-Graduate,Single,$60K - $80K,Blue,37,3,3,1,22127,1799,20328,0.758,3591,63,0.75,0.081
717132633,Existing Customer,62,M,0,Uneducated,Single,$40K - $60K,Blue,50,3,2,2,7348,1466,5882,1.236,3066,61,0.694,0.2
714967233,Attrited Customer,52,M,2,Doctorate,Married,$120K +,Blue,34,3,2,3,11188,0,11188,0.658,2109,47,0.621,0
714954033,Existing Customer,29,F,0,Post-Graduate,Single,Less than $40K,Blue,36,5,2,3,5076,1223,3853,0.83,2675,57,0.629,0.241
755399433,Existing Customer,43,M,3,Uneducated,Married,$80K - $120K,Blue,36,6,1,2,28634,926,27708,0.622,4549,68,0.659,0.032
709876008,Existing Customer,49,F,2,Post-Graduate,Single,Less than $40K,Blue,36,3,1,3,3414,1473,1941,0.597,1803,49,1.13,0.431
709918158,Existing Customer,43,M,3,High School,Married,$80K - $120K,Blue,23,5,6,1,12315,0,12315,0.895,2028,51,0.545,0
713350908,Existing Customer,41,F,2,Uneducated,Married,$40K - $60K,Blue,36,5,3,3,2690,1912,778,0.692,3636,68,0.7,0.711
715759458,Existing Customer,43,M,3,Graduate,Single,$80K - $120K,Blue,31,6,2,4,12165,0,12165,1.16,4066,74,0.682,0
713976258,Existing Customer,51,F,3,Graduate,Single,Less than $40K,Blue,46,4,1,3,1792,989,803,1.202,3102,63,0.703,0.552
790174608,Existing Customer,37,M,1,Doctorate,Single,$80K - $120K,Blue,30,6,3,2,19300,1181,18119,0.764,2660,70,0.795,0.061
771335358,Existing Customer,37,M,2,College,Divorced,$40K - $60K,Blue,24,3,3,4,8120,2098,6022,0.826,3161,54,0.688,0.258
708382083,Existing Customer,49,M,5,High School,Married,$80K - $120K,Blue,36,6,2,2,2292,0,2292,0.976,2584,60,0.5,0
771829758,Existing Customer,36,M,3,Uneducated,Married,$80K - $120K,Blue,25,6,3,3,21434,1345,20089,0.603,2143,46,0.586,0.063
720409608,Existing Customer,45,M,3,High School,Married,$120K +,Blue,35,6,2,3,32446,1974,30472,0.621,1717,39,0.696,0.061
717830583,Existing Customer,41,M,2,Graduate,Married,$80K - $120K,Blue,36,6,3,3,9133,2140,6993,0.649,4101,88,0.63,0.234
715455708,Existing Customer,47,M,3,Graduate,Single,$80K - $120K,Blue,37,3,3,2,5116,1468,3648,0.91,2361,49,0.633,0.287
719108358,Existing Customer,39,M,2,Post-Graduate,Married,$80K - $120K,Blue,31,5,2,1,18974,2517,16457,1.369,2783,56,1,0.133
769323183,Existing Customer,51,M,4,Uneducated,Single,$120K +,Blue,45,6,2,3,12101,2517,9584,0.733,2086,44,0.76,0.208
820020258,Existing Customer,55,F,1,High School,Single,$40K - $60K,Blue,46,5,3,4,5379,962,4417,0.827,1778,40,0.29,0.179
719234883,Existing Customer,57,M,3,Graduate,Single,$120K +,Blue,49,5,3,3,32676,2134,30542,0.797,3990,88,0.76,0.065
807349158,Existing Customer,36,M,4,Doctorate,Divorced,$120K +,Blue,31,4,3,4,34516,1491,33025,0.93,2243,60,0.935,0.043
708644208,Existing Customer,39,F,2,Graduate,Single,$40K - $60K,Blue,34,5,2,4,5858,0,5858,0.853,3355,77,0.604,0
711659958,Existing Customer,65,F,0,Graduate,Married,$40K - $60K,Blue,56,4,2,1,2692,1869,823,0.744,1594,36,0.895,0.694
798988983,Existing Customer,51,F,2,Uneducated,Married,Less than $40K,Blue,45,6,3,2,7165,2037,5128,0.83,3553,78,0.902,0.284
710760258,Existing Customer,50,F,3,High School,Married,Less than $40K,Blue,38,4,3,4,1438.3,0,1438.3,1.084,4740,81,0.653,0
799700208,Existing Customer,38,M,2,Graduate,Single,$60K - $80K,Silver,32,5,1,1,26988,1587,25401,0.968,3732,70,0.795,0.059
787460883,Attrited Customer,41,M,3,Uneducated,Married,$40K - $60K,Blue,28,3,3,4,11091,0,11091,0.522,1234,34,0.308,0
770937183,Existing Customer,40,F,4,Graduate,Single,Less than $40K,Silver,27,3,1,2,10745,2084,8661,0.847,3502,87,0.933,0.194
772268058,Existing Customer,46,F,4,Uneducated,Single,Less than $40K,Blue,35,5,2,3,2722,1473,1249,0.737,3129,69,0.683,0.541
710166783,Existing Customer,49,F,1,Graduate,Married,Less than $40K,Blue,36,3,3,0,8228,0,8228,0.942,4277,80,0.702,0
708758658,Existing Customer,49,M,4,Graduate,Married,$80K - $120K,Blue,39,5,1,1,34516,543,33973,0.745,3951,76,0.9,0.016
714011358,Existing Customer,38,M,3,Graduate,Divorced,$80K - $120K,Blue,24,5,1,3,14821,0,14821,0.661,2876,60,0.622,0
821150958,Existing Customer,52,M,5,Graduate,Single,$80K - $120K,Blue,47,3,1,1,2047,665,1382,0.605,3452,66,0.692,0.325
792272658,Existing Customer,40,M,3,Graduate,Single,$80K - $120K,Blue,34,3,3,4,22380,1220,21160,0.884,3756,73,0.78,0.055
809818008,Existing Customer,36,M,3,Uneducated,Married,$80K - $120K,Blue,31,3,3,5,12893,1620,11273,0.576,2300,60,0.463,0.126
803231058,Existing Customer,53,M,3,High School,Single,Less than $40K,Blue,47,5,1,1,3351,1474,1877,0.393,4294,66,0.737,0.44
720450108,Existing Customer,54,M,1,Graduate,Married,$40K - $60K,Blue,44,5,1,1,1438.3,0,1438.3,0.576,1585,37,0.609,0
719076858,Existing Customer,34,M,4,College,Single,$60K - $80K,Blue,20,5,1,2,2165,1952,213,0.822,2651,81,0.841,0.902
711835758,Existing Customer,50,M,3,Graduate,Married,$120K +,Blue,42,4,5,3,34516,2099,32417,0.449,1756,35,0.25,0.061
709284333,Existing Customer,36,M,1,Uneducated,Divorced,$120K +,Blue,28,6,3,2,5260,1116,4144,0.664,2546,62,0.879,0.212
788122533,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,48,6,2,2,1438.3,0,1438.3,0.706,1336,32,0.882,0
709206333,Attrited Customer,44,F,4,Graduate,Single,$40K - $60K,Blue,30,3,4,4,4333,0,4333,0.463,1558,40,0.538,0
713039808,Existing Customer,45,M,4,College,Married,Less than $40K,Blue,32,3,2,1,6637,0,6637,0.675,1801,48,0.6,0
801700233,Existing Customer,36,M,2,Graduate,Single,$120K +,Blue,28,4,3,0,3174,2462,712,0.772,3140,74,0.721,0.776
716815308,Existing Customer,44,F,2,Uneducated,Married,Less than $40K,Blue,36,4,2,5,4396,1489,2907,1.258,3942,69,0.816,0.339
821149008,Attrited Customer,52,M,2,Graduate,Single,$80K - $120K,Blue,48,6,2,4,34516,0,34516,0.539,1661,40,0.6,0
720580383,Existing Customer,50,F,3,Graduate,Married,Less than $40K,Blue,37,3,2,4,1438.3,0,1438.3,0.868,3637,80,0.86,0
780202908,Existing Customer,53,F,2,Graduate,Single,Less than $40K,Blue,43,3,3,4,6853,1480,5373,0.513,2833,70,0.556,0.216
716183283,Existing Customer,27,F,1,College,Divorced,Less than $40K,Blue,15,5,3,2,2166,890,1276,1.024,3563,70,0.892,0.411
719855958,Existing Customer,41,M,4,High School,Single,$60K - $80K,Blue,28,6,1,4,4475,0,4475,0.706,3367,66,0.737,0
710112933,Existing Customer,28,M,1,Uneducated,Single,$60K - $80K,Blue,18,6,3,2,16604,1716,14888,1.025,2580,61,0.649,0.103
768364233,Existing Customer,59,M,1,High School,Married,$40K - $60K,Blue,53,6,2,5,5446,1885,3561,0.643,1505,33,0.32,0.346
712762758,Existing Customer,46,M,2,Graduate,Married,$60K - $80K,Blue,34,4,2,0,9451,1280,8171,0.681,3179,79,0.975,0.135
713089458,Existing Customer,44,M,1,High School,Married,Less than $40K,Blue,33,5,2,2,6130,808,5322,0.747,3411,78,0.592,0.132
826780683,Existing Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,36,6,2,2,15008,0,15008,0.784,3943,85,0.771,0
780251658,Existing Customer,32,M,1,High School,Married,$40K - $60K,Blue,18,4,1,4,4583,1586,2997,0.828,2395,57,0.781,0.346
772273983,Attrited Customer,48,M,4,Uneducated,Single,$40K - $60K,Blue,37,1,3,4,5268,2191,3077,0.622,2138,40,0.429,0.416
720688158,Existing Customer,37,F,3,High School,Single,Less than $40K,Blue,25,3,2,4,2282,0,2282,0.741,2751,68,0.659,0
708193008,Existing Customer,41,M,4,Uneducated,Single,$80K - $120K,Blue,30,3,3,4,14480,0,14480,0.703,1616,43,0.654,0
772449858,Existing Customer,51,M,3,Graduate,Divorced,$40K - $60K,Blue,41,5,3,4,7570,1388,6182,0.909,3849,70,0.591,0.183
715992558,Existing Customer,52,M,2,Doctorate,Married,$80K - $120K,Blue,38,4,2,2,12878,1628,11250,0.542,1968,59,0.735,0.126
708502908,Existing Customer,61,M,2,High School,Single,$60K - $80K,Silver,48,5,2,3,26218,0,26218,0.74,3925,88,0.833,0
720132258,Existing Customer,49,M,3,Post-Graduate,Single,$120K +,Silver,36,6,1,5,34516,1323,33193,0.934,3422,78,0.529,0.038
720906033,Existing Customer,35,M,1,Graduate,Married,$40K - $60K,Blue,25,5,4,4,5801,1176,4625,1.12,2987,52,0.857,0.203
719961183,Existing Customer,63,F,0,High School,Married,Less than $40K,Blue,53,5,3,2,2271,1278,993,0.375,1550,33,0.65,0.563
718838808,Existing Customer,36,F,1,Post-Graduate,Married,Less than $40K,Blue,23,6,3,3,3107,2354,753,1.248,2720,48,1.182,0.758
710268858,Existing Customer,33,F,4,Graduate,Single,Less than $40K,Blue,22,5,1,2,2001,1217,784,0.775,3162,99,0.707,0.608
788360283,Existing Customer,33,M,1,Graduate,Single,$80K - $120K,Blue,26,4,1,0,1438.3,0,1438.3,0.865,2557,55,0.618,0
802884933,Existing Customer,61,M,1,Graduate,Married,$60K - $80K,Blue,55,6,2,3,3264,1348,1916,0.756,1665,32,0.524,0.413
718785483,Existing Customer,38,M,1,Doctorate,Single,$80K - $120K,Silver,29,6,3,3,34516,1435,33081,1.13,4238,85,0.809,0.042
708816408,Existing Customer,41,M,4,Uneducated,Single,$80K - $120K,Blue,32,4,6,3,21756,0,21756,0.817,3063,71,0.511,0
715363908,Existing Customer,44,F,4,Uneducated,Married,Less than $40K,Blue,26,4,1,2,4726,1551,3175,0.544,3658,70,0.628,0.328
711251133,Existing Customer,37,M,0,Post-Graduate,Single,$80K - $120K,Blue,27,5,2,3,15326,0,15326,1.159,2990,55,0.964,0
789193383,Existing Customer,65,M,0,Uneducated,Single,Less than $40K,Blue,54,3,1,5,2644,1691,953,0.755,3495,70,0.628,0.64
712801758,Existing Customer,37,F,1,Graduate,Single,$40K - $60K,Blue,27,6,1,2,2673,2517,156,0.714,3052,63,0.75,0.942
718291233,Existing Customer,46,M,4,Graduate,Married,$80K - $120K,Blue,33,5,1,3,16227,917,15310,0.479,4314,67,0.634,0.057
771960708,Existing Customer,51,M,2,Graduate,Married,$80K - $120K,Blue,40,3,2,4,3290,2461,829,0.797,3591,80,0.739,0.748
717427983,Existing Customer,50,F,3,High School,Single,Less than $40K,Silver,39,4,3,4,11176,2422,8754,1.003,2682,64,0.641,0.217
771599283,Existing Customer,53,M,2,Graduate,Married,$80K - $120K,Blue,41,3,2,5,2492,1668,824,0.651,1606,32,0.882,0.669
717237708,Existing Customer,54,M,2,Post-Graduate,Single,$60K - $80K,Blue,38,3,3,5,14265,1878,12387,0.847,3982,58,0.871,0.132
712513458,Existing Customer,47,F,4,High School,Single,Less than $40K,Blue,38,4,1,4,7469,1899,5570,0.999,3150,70,0.489,0.254
709690158,Existing Customer,52,F,4,Graduate,Married,Less than $40K,Blue,36,6,1,2,4592,2517,2075,0.572,1470,33,0.737,0.548
709959858,Existing Customer,43,F,4,Graduate,Single,Less than $40K,Blue,32,6,3,4,4341,0,4341,0.613,3825,63,0.537,0
720683958,Existing Customer,41,M,4,Uneducated,Divorced,$80K - $120K,Gold,36,6,2,2,34516,0,34516,0.742,4077,67,0.763,0
717843783,Existing Customer,33,F,1,College,Single,Less than $40K,Silver,17,4,3,2,13431,1583,11848,0.621,2338,71,0.69,0.118
708849858,Existing Customer,44,M,3,Doctorate,Single,$120K +,Blue,35,4,1,5,14028,1435,12593,0.57,3683,73,0.738,0.102
712652283,Existing Customer,36,M,1,Uneducated,Divorced,$80K - $120K,Blue,28,4,1,3,34516,774,33742,0.989,3030,74,0.805,0.022
793461933,Existing Customer,37,M,3,High School,Single,$80K - $120K,Blue,31,4,2,4,5699,1006,4693,0.734,2835,57,0.9,0.177
767114958,Existing Customer,65,M,0,Uneducated,Single,Less than $40K,Blue,56,4,2,2,3226,2073,1153,1.035,3250,70,0.591,0.643
709216533,Existing Customer,52,M,2,College,Married,$80K - $120K,Blue,36,6,3,4,2803,778,2025,0.55,3142,64,0.561,0.278
720897783,Existing Customer,50,M,1,Uneducated,Married,$120K +,Blue,30,6,2,5,34516,2010,32506,0.594,2776,59,0.735,0.058
773503308,Existing Customer,59,M,1,Uneducated,Single,Less than $40K,Blue,53,5,5,4,2192,1569,623,0.706,4010,79,0.717,0.716
710664558,Existing Customer,40,F,3,High School,Married,Less than $40K,Blue,31,5,2,4,4736,945,3791,0.835,3927,73,0.659,0.2
713687508,Existing Customer,59,M,1,Doctorate,Single,$60K - $80K,Blue,49,5,2,4,9944,1606,8338,0.62,3159,69,0.568,0.162
816312633,Existing Customer,52,F,3,College,Married,$40K - $60K,Blue,47,6,3,3,4717,0,4717,0.563,2349,66,0.347,0
718216008,Existing Customer,48,M,3,Graduate,Married,$60K - $80K,Blue,38,5,2,3,16920,2157,14763,0.629,3275,60,0.5,0.127
771228183,Existing Customer,30,F,0,Graduate,Divorced,Less than $40K,Blue,17,4,1,3,4704,0,4704,1.177,3294,87,0.891,0
789430083,Existing Customer,41,F,5,High School,Single,$40K - $60K,Blue,32,6,1,2,14987,1425,13562,0.8,4470,83,0.844,0.095
823621083,Existing Customer,46,M,3,Graduate,Married,$120K +,Blue,42,3,3,4,9227,938,8289,0.735,3948,74,0.721,0.102
715424283,Existing Customer,31,F,0,College,Married,Less than $40K,Blue,21,5,2,2,1677,0,1677,1.369,3059,50,0.613,0
807209808,Existing Customer,48,M,1,High School,Single,$60K - $80K,Blue,40,6,2,2,2319,1630,689,0.846,3739,68,0.659,0.703
710681808,Existing Customer,53,M,3,High School,Single,$80K - $120K,Blue,42,6,3,3,18531,1548,16983,0.833,2484,52,0.857,0.084
708740808,Existing Customer,45,M,4,Graduate,Married,$40K - $60K,Blue,36,5,3,4,4112,0,4112,0.777,2949,54,1.25,0
711728208,Existing Customer,46,M,4,Graduate,Single,$120K +,Blue,34,4,1,2,34516,0,34516,0.991,4143,68,0.659,0
720562008,Existing Customer,34,M,2,Graduate,Single,$80K - $120K,Silver,22,4,3,3,34516,1263,33253,0.603,2759,65,0.806,0.037
709012083,Existing Customer,39,M,1,Uneducated,Married,Less than $40K,Blue,28,3,3,4,4683,2514,2169,0.58,2010,45,0.731,0.537
718174908,Existing Customer,53,F,3,Uneducated,Married,Less than $40K,Blue,36,4,3,2,4224,2417,1807,0.522,1458,29,1.071,0.572
709550958,Existing Customer,51,M,3,Graduate,Married,$60K - $80K,Blue,32,3,1,4,7133,0,7133,0.612,2689,62,0.59,0
720776508,Existing Customer,44,F,2,Doctorate,Single,$40K - $60K,Blue,25,4,3,2,4210,0,4210,1.224,4248,65,0.857,0
755615208,Existing Customer,49,M,3,High School,Single,$120K +,Blue,42,5,3,2,12630,1822,10808,0.947,4084,66,0.571,0.144
827476983,Attrited Customer,56,F,2,College,Single,Less than $40K,Blue,52,3,5,1,3639,2178,1461,0.451,1865,42,0.5,0.599
716682258,Existing Customer,52,M,1,High School,Divorced,$120K +,Blue,36,4,3,5,31945,1591,30354,0.711,3650,62,0.676,0.05
712515558,Existing Customer,35,M,1,College,Single,$60K - $80K,Blue,26,3,2,3,23447,1515,21932,0.622,2834,77,0.638,0.065
719342808,Existing Customer,48,M,3,Graduate,Single,$80K - $120K,Blue,30,4,2,3,4180,688,3492,0.747,3750,76,0.727,0.165
788957358,Existing Customer,53,F,1,Graduate,Single,$40K - $60K,Blue,39,3,3,2,4930,2227,2703,0.801,4224,77,0.791,0.452
778386033,Existing Customer,38,M,3,Uneducated,Married,$60K - $80K,Blue,18,6,3,4,3417,1749,1668,0.57,2068,34,0.619,0.512
820060758,Existing Customer,50,F,1,College,Single,Less than $40K,Blue,45,4,2,4,4785,1965,2820,0.8,3651,59,0.553,0.411
713271708,Existing Customer,46,M,3,Uneducated,Married,Less than $40K,Silver,33,5,2,2,12685,0,12685,0.674,4454,74,0.574,0
720555483,Existing Customer,48,M,3,Graduate,Single,$80K - $120K,Blue,35,3,3,3,21374,0,21374,0.631,4100,79,0.681,0
709405758,Existing Customer,36,M,2,Graduate,Married,$60K - $80K,Blue,28,4,3,2,1911,1217,694,0.363,1965,49,0.256,0.637
769463433,Existing Customer,41,F,2,Post-Graduate,Single,Less than $40K,Blue,35,6,3,2,8666,0,8666,0.682,3593,71,0.578,0
715921758,Existing Customer,36,M,2,College,Single,$60K - $80K,Blue,25,5,3,2,1438.3,0,1438.3,0.579,2882,68,0.619,0
717280158,Existing Customer,49,M,3,Graduate,Married,Less than $40K,Blue,36,3,3,5,2976,1817,1159,0.739,3332,60,0.667,0.611
714179658,Existing Customer,43,M,3,High School,Single,$120K +,Blue,36,3,1,3,34516,0,34516,0.852,1996,48,0.548,0
806637558,Existing Customer,58,M,1,High School,Married,$60K - $80K,Blue,53,5,2,5,1438.3,0,1438.3,0.425,1539,40,0.6,0
714828708,Existing Customer,46,M,0,High School,Divorced,$80K - $120K,Blue,36,3,1,4,16099,0,16099,0.562,3656,88,0.76,0
711989358,Existing Customer,50,M,2,Graduate,Single,$80K - $120K,Blue,36,4,2,1,19595,1187,18408,0.875,3811,62,0.824,0.061
720188508,Existing Customer,43,M,4,Graduate,Single,$60K - $80K,Blue,25,3,2,4,13193,1749,11444,0.671,4071,64,0.73,0.133
719528958,Existing Customer,57,F,3,College,Single,$40K - $60K,Blue,36,3,1,3,8184,1508,6676,0.789,4134,71,0.821,0.184
716363658,Existing Customer,51,M,2,Doctorate,Single,$120K +,Blue,36,4,2,5,25873,582,25291,0.769,3920,84,0.647,0.022
778952058,Existing Customer,46,M,3,College,Married,$80K - $120K,Blue,32,4,2,5,20860,1496,19364,0.816,3435,56,0.697,0.072
778908783,Existing Customer,52,M,3,College,Married,$80K - $120K,Blue,33,3,3,4,27751,1018,26733,0.426,1427,25,0.667,0.037
778170633,Existing Customer,48,M,5,Graduate,Married,$80K - $120K,Blue,38,6,2,2,34516,657,33859,0.723,3661,71,0.868,0.019
771833433,Attrited Customer,49,M,2,High School,Married,$80K - $120K,Blue,38,3,2,4,29893,0,29893,0.519,2063,48,0.846,0
788959758,Existing Customer,47,F,4,Uneducated,Single,$40K - $60K,Blue,33,3,2,1,9148,561,8587,0.774,3451,59,0.967,0.061
713267133,Existing Customer,41,F,5,Post-Graduate,Married,Less than $40K,Blue,33,3,1,2,6519,851,5668,0.679,3088,65,0.711,0.131
716263533,Existing Customer,44,M,5,High School,Married,$80K - $120K,Blue,36,3,2,2,2509,1464,1045,1.25,3166,72,0.946,0.583
719026383,Existing Customer,35,F,2,Uneducated,Married,Less than $40K,Blue,36,3,1,3,2664,0,2664,1.071,3135,59,0.903,0
709683633,Existing Customer,32,F,1,High School,Single,Less than $40K,Silver,13,4,1,2,10332,948,9384,0.843,2914,67,0.763,0.092
828291858,Attrited Customer,38,M,3,College,Single,$60K - $80K,Blue,34,6,3,4,12050,1821,10229,0.63,2381,40,0.481,0.151
779647608,Existing Customer,39,M,2,High School,Single,$120K +,Blue,22,5,2,2,26124,0,26124,0.735,4199,92,0.586,0
787605558,Existing Customer,48,F,3,Graduate,Divorced,Less than $40K,Blue,31,6,2,2,9816,0,9816,0.673,3489,81,0.528,0
771534408,Existing Customer,52,F,2,College,Single,Less than $40K,Blue,40,4,3,3,2783,2379,404,0.912,3897,74,1,0.855
715690908,Existing Customer,46,F,3,Graduate,Single,Less than $40K,Silver,39,4,3,2,12222,1260,10962,1.138,3418,78,0.733,0.103
789125733,Existing Customer,38,F,4,Doctorate,Married,Less than $40K,Blue,26,4,2,4,4002,1402,2600,0.579,2114,53,0.514,0.35
717271983,Existing Customer,60,M,0,College,Single,$80K - $120K,Silver,53,6,3,2,34516,1388,33128,0.791,3261,64,0.684,0.04
709695333,Existing Customer,48,M,2,High School,Single,$80K - $120K,Blue,36,3,2,4,10227,1695,8532,0.875,3577,82,0.783,0.166
712233183,Existing Customer,45,F,2,Graduate,Single,Less than $40K,Blue,34,3,3,1,4265,1622,2643,0.708,3244,62,0.879,0.38
711762408,Existing Customer,43,M,2,Doctorate,Divorced,$40K - $60K,Blue,34,4,1,2,2243,0,2243,0.697,4023,63,0.75,0
818305008,Existing Customer,41,F,2,Graduate,Married,$40K - $60K,Blue,36,6,1,3,11239,1375,9864,0.94,3978,89,0.78,0.122
709104333,Existing Customer,50,M,5,Post-Graduate,Married,$120K +,Silver,36,5,2,4,34516,891,33625,0.926,2687,64,0.778,0.026
708112008,Existing Customer,56,M,2,Graduate,Married,$80K - $120K,Blue,36,4,2,3,23510,1049,22461,0.438,1661,35,0.296,0.045
710006958,Existing Customer,53,F,1,High School,Single,Less than $40K,Blue,41,6,2,2,8693,796,7897,0.864,4755,69,0.533,0.092
815062383,Existing Customer,35,F,2,High School,Married,Less than $40K,Blue,30,3,3,1,4549,1193,3356,0.445,1914,33,0.5,0.262
778447908,Existing Customer,51,M,2,College,Married,$80K - $120K,Blue,33,3,1,2,3558,0,3558,0.57,4136,65,0.912,0
720725058,Attrited Customer,51,F,1,Graduate,Single,Less than $40K,Blue,37,1,3,4,7176,0,7176,0.45,1375,33,0.65,0
708582858,Existing Customer,38,M,3,Graduate,Single,$60K - $80K,Blue,25,3,3,4,18293,0,18293,0.571,2958,63,0.432,0
818687958,Existing Customer,48,M,2,Graduate,Divorced,$80K - $120K,Blue,43,5,3,2,6383,1436,4947,0.845,4462,88,0.66,0.225
708714108,Existing Customer,42,F,3,High School,Single,Less than $40K,Silver,31,5,2,3,13441,2517,10924,0.734,1894,49,0.633,0.187
754872333,Existing Customer,50,M,2,Graduate,Married,$120K +,Blue,43,3,1,3,20114,0,20114,0.82,4740,88,0.796,0
718637208,Existing Customer,54,F,2,Graduate,Single,Less than $40K,Blue,43,3,2,1,2019,1387,632,0.56,1689,36,0.714,0.687
816772908,Existing Customer,38,M,3,High School,Single,$60K - $80K,Silver,33,6,1,2,34516,1793,32723,0.767,4533,78,0.472,0.052
711935283,Attrited Customer,55,M,5,Post-Graduate,Single,$80K - $120K,Blue,47,3,1,4,1438.3,0,1438.3,0.414,1427,36,0.333,0
716950758,Attrited Customer,46,M,4,High School,Married,$60K - $80K,Blue,36,1,3,2,8017,0,8017,0.559,1657,43,0.654,0
716037708,Existing Customer,50,M,0,Uneducated,Divorced,$60K - $80K,Blue,39,6,3,3,9474,1021,8453,0.557,3240,54,0.588,0.108
717804783,Existing Customer,40,F,3,Graduate,Single,Less than $40K,Blue,27,5,3,4,6587,824,5763,1.262,4160,70,0.842,0.125
715338783,Existing Customer,32,M,1,High School,Single,$60K - $80K,Blue,36,4,2,2,2999,0,2999,0.812,3018,80,0.778,0
779645658,Existing Customer,49,M,3,Graduate,Single,$60K - $80K,Blue,32,3,1,4,7154,1472,5682,1.002,3607,59,0.735,0.206
787565433,Existing Customer,53,M,2,Post-Graduate,Married,$80K - $120K,Blue,43,4,2,4,4039,1397,2642,0.396,1494,36,0.286,0.346
717287883,Existing Customer,57,M,3,Graduate,Married,$80K - $120K,Blue,46,6,2,3,5516,2517,2999,0.473,1532,24,0.5,0.456
715746633,Existing Customer,64,F,0,Graduate,Single,Less than $40K,Blue,54,3,1,2,5577,689,4888,0.985,4256,70,1.121,0.124
710077008,Existing Customer,43,M,2,Uneducated,Single,$120K +,Blue,33,5,3,1,30137,1368,28769,0.721,3522,74,0.897,0.045
804437658,Existing Customer,42,F,3,Doctorate,Married,Less than $40K,Blue,36,4,2,1,9778,2154,7624,0.5,3413,66,0.692,0.22
780000258,Existing Customer,48,M,3,Uneducated,Single,$120K +,Blue,38,4,2,5,20912,0,20912,0.725,4172,84,0.787,0
825785508,Existing Customer,49,M,3,High School,Single,$120K +,Blue,45,3,2,2,14699,1049,13650,0.534,4890,64,0.561,0.071
720252858,Existing Customer,57,M,3,College,Single,$60K - $80K,Blue,36,6,3,2,10350,0,10350,0.826,3396,63,0.8,0
710017758,Existing Customer,44,M,4,Graduate,Single,$40K - $60K,Blue,36,5,2,3,11346,0,11346,0.665,3784,67,0.457,0
711750183,Existing Customer,63,F,2,Graduate,Single,Less than $40K,Gold,55,4,1,3,15987,1345,14642,0.729,3640,56,0.867,0.084
718364283,Existing Customer,43,M,3,Graduate,Single,$60K - $80K,Blue,30,3,2,4,19711,0,19711,1.037,3602,72,1,0
711638658,Existing Customer,33,M,4,High School,Single,$40K - $60K,Blue,25,4,1,1,8650,1929,6721,0.777,2878,63,1.032,0.223
711046383,Existing Customer,55,M,2,Graduate,Single,$80K - $120K,Silver,36,5,1,1,34516,1316,33200,0.818,3542,60,0.714,0.038
720877083,Existing Customer,50,M,2,Graduate,Married,$80K - $120K,Blue,36,6,1,2,9748,1354,8394,0.893,3323,66,0.833,0.139
712872183,Existing Customer,35,F,4,Uneducated,Single,Less than $40K,Blue,24,4,2,2,3271,1367,1904,0.704,2464,92,1,0.418
710014683,Existing Customer,31,F,0,Graduate,Single,Less than $40K,Blue,20,3,3,2,3480,724,2756,0.722,2807,65,0.806,0.208
716934333,Existing Customer,50,M,3,Uneducated,Single,$80K - $120K,Blue,40,3,1,4,13306,2458,10848,0.516,3556,68,0.581,0.185
778523733,Existing Customer,38,M,3,Graduate,Single,$80K - $120K,Blue,31,6,1,2,13637,0,13637,0.566,3625,73,0.659,0
716353083,Existing Customer,39,M,3,Graduate,Single,$60K - $80K,Blue,29,4,2,3,6733,1028,5705,0.553,4444,72,0.565,0.153
753642933,Existing Customer,52,F,3,High School,Single,Less than $40K,Blue,45,3,3,0,2728,1365,1363,0.648,4293,83,0.976,0.5
708151008,Existing Customer,49,F,4,Graduate,Married,$40K - $60K,Blue,41,5,1,2,6250,644,5606,1.06,2433,41,1.158,0.103
789646158,Existing Customer,49,M,4,Uneducated,Married,$40K - $60K,Blue,33,5,1,3,3653,881,2772,0.846,3297,66,0.692,0.241
712423233,Existing Customer,44,M,3,High School,Divorced,$60K - $80K,Blue,36,4,3,1,22919,1368,21551,0.942,3752,71,0.919,0.06
719806233,Existing Customer,36,M,1,Graduate,Single,$120K +,Blue,20,3,2,2,34516,0,34516,0.531,2686,59,0.788,0
711502908,Existing Customer,44,M,3,Graduate,Single,$60K - $80K,Blue,39,6,2,2,7532,0,7532,0.476,3550,68,0.619,0
748617858,Existing Customer,35,M,5,Uneducated,Single,$60K - $80K,Blue,28,4,2,3,4587,1704,2883,0.903,2968,65,0.806,0.371
721532583,Attrited Customer,45,M,4,Graduate,Married,$80K - $120K,Blue,36,5,3,4,12250,2165,10085,0.641,1995,39,0.696,0.177
789244308,Existing Customer,56,M,4,College,Single,$80K - $120K,Blue,41,6,1,4,17753,1899,15854,0.851,3986,64,0.73,0.107
709330383,Existing Customer,37,F,1,Graduate,Single,Less than $40K,Silver,19,4,3,3,12535,2049,10486,0.683,3283,74,0.609,0.163
719136183,Existing Customer,48,F,3,Uneducated,Married,Less than $40K,Blue,38,6,1,3,3541,1444,2097,0.664,3410,69,0.683,0.408
713461533,Existing Customer,54,M,3,Graduate,Single,$80K - $120K,Blue,38,4,2,1,29200,1310,27890,1.092,3042,73,1.028,0.045
803776533,Existing Customer,46,M,2,Post-Graduate,Single,$60K - $80K,Blue,41,3,3,2,10077,0,10077,0.639,2118,52,0.576,0
720348933,Existing Customer,44,M,3,Graduate,Single,$60K - $80K,Blue,31,4,3,4,12871,758,12113,0.778,3060,60,1.069,0.059
721158108,Existing Customer,38,M,2,Graduate,Single,$60K - $80K,Blue,30,3,2,4,2346,0,2346,0.394,3982,72,0.532,0
789043008,Existing Customer,55,F,2,Post-Graduate,Divorced,Less than $40K,Blue,43,4,2,4,9919,0,9919,0.496,2058,70,0.842,0
712623258,Attrited Customer,42,F,3,Graduate,Married,Less than $40K,Blue,36,2,3,3,5505,2517,2988,0.729,2272,42,0.448,0.457
708494583,Existing Customer,49,F,3,Uneducated,Divorced,Less than $40K,Blue,36,4,1,3,1902,0,1902,0.693,3731,53,0.893,0
718394658,Existing Customer,31,F,0,Graduate,Single,Less than $40K,Blue,22,3,1,1,4254,2464,1790,0.764,2366,62,0.722,0.579
711885258,Existing Customer,47,F,4,High School,Married,Less than $40K,Blue,31,5,3,4,7711,988,6723,0.884,2078,42,0.68,0.128
789161358,Existing Customer,30,F,0,Graduate,Married,Less than $40K,Blue,19,3,1,4,3213,2517,696,1.275,2666,46,1,0.783
779198133,Existing Customer,45,F,3,High School,Divorced,Less than $40K,Blue,33,3,3,2,9977,2088,7889,0.65,3530,61,0.743,0.209
715412583,Existing Customer,51,M,3,Post-Graduate,Married,$40K - $60K,Blue,36,6,1,4,7925,1445,6480,0.75,3815,65,0.806,0.182
719562108,Existing Customer,28,F,0,Uneducated,Single,Less than $40K,Silver,20,6,3,3,12793,1650,11143,0.783,2671,67,0.763,0.129
742552683,Existing Customer,44,F,3,High School,Married,Less than $40K,Blue,31,6,2,5,1438.3,688,750.3,0.976,4208,86,0.72,0.478
711455133,Existing Customer,55,M,3,College,Single,$120K +,Blue,36,5,3,3,12948,1839,11109,1.113,2481,42,0.68,0.142
716387733,Attrited Customer,49,M,4,Graduate,Single,$60K - $80K,Blue,36,1,4,5,5662,1484,4178,0.434,1693,25,0.25,0.262
772571508,Existing Customer,34,F,2,High School,Single,Less than $40K,Blue,24,4,1,0,2799,0,2799,0.696,2311,43,0.654,0
719266158,Existing Customer,42,M,2,Graduate,Divorced,$80K - $120K,Blue,35,5,3,1,6779,1359,5420,0.737,3434,65,0.512,0.2
720708183,Existing Customer,53,F,1,Uneducated,Divorced,$40K - $60K,Silver,36,5,1,1,15248,1242,14006,0.725,4758,83,0.456,0.081
767523933,Existing Customer,53,M,3,High School,Single,$60K - $80K,Blue,45,4,1,0,15583,0,15583,0.873,3938,69,1.091,0
797466033,Existing Customer,32,M,1,High School,Married,$40K - $60K,Blue,26,3,2,3,2576,1754,822,1.027,2880,69,0.468,0.681
712612233,Existing Customer,35,M,4,Graduate,Single,$60K - $80K,Blue,22,3,3,3,8717,719,7998,0.556,2067,59,0.595,0.082
716516208,Existing Customer,45,M,4,Graduate,Married,$80K - $120K,Blue,36,4,2,3,1438.3,0,1438.3,0.674,3748,64,0.829,0
709950858,Existing Customer,45,M,5,College,Single,$80K - $120K,Blue,35,4,2,1,33755,2301,31454,0.751,3458,71,0.651,0.068
712665633,Existing Customer,43,F,3,Graduate,Married,Less than $40K,Silver,30,6,1,4,12952,1864,11088,0.414,3472,51,0.457,0.144
715391433,Existing Customer,38,M,0,Graduate,Married,$60K - $80K,Blue,33,5,4,4,11741,1560,10181,0.773,2143,41,0.783,0.133
708722583,Existing Customer,39,F,4,Uneducated,Single,Less than $40K,Blue,36,5,3,1,2609,1656,953,0.657,3024,64,0.6,0.635
714566958,Existing Customer,44,M,3,High School,Married,$80K - $120K,Blue,36,4,2,5,20882,1420,19462,0.857,2291,40,0.6,0.068
806179683,Existing Customer,63,F,1,College,Single,$40K - $60K,Blue,56,5,3,2,3071,2044,1027,0.91,4433,68,0.659,0.666
806244183,Existing Customer,39,M,2,Graduate,Divorced,$60K - $80K,Blue,34,5,1,4,2267,0,2267,0.875,4544,84,0.75,0
787999533,Existing Customer,52,M,2,High School,Single,$120K +,Blue,44,4,2,2,6617,2517,4100,0.459,3595,68,0.659,0.38
718358808,Existing Customer,57,F,2,High School,Divorced,Less than $40K,Blue,50,5,3,5,3276,0,3276,0.972,3758,61,0.694,0
718474683,Existing Customer,36,M,0,High School,Married,$120K +,Blue,24,3,3,2,10097,2139,7958,1.408,3092,67,0.763,0.212
716908158,Existing Customer,42,F,3,College,Married,Less than $40K,Blue,36,6,2,1,8260,2517,5743,1.049,3299,64,0.73,0.305
713984208,Existing Customer,52,M,4,Graduate,Married,$40K - $60K,Blue,33,5,2,1,5776,874,4902,0.894,4029,72,0.636,0.151
713013483,Existing Customer,40,F,4,Graduate,Divorced,Less than $40K,Blue,36,5,3,3,1438.3,915,523.3,0.464,3754,58,0.611,0.636
754599558,Existing Customer,40,F,3,College,Single,Less than $40K,Blue,33,5,3,1,7207,2002,5205,0.828,3825,70,0.707,0.278
712411908,Existing Customer,44,M,3,High School,Married,$60K - $80K,Blue,34,4,2,5,21158,0,21158,0.633,4071,67,0.811,0
717538683,Existing Customer,43,M,3,Graduate,Married,$120K +,Blue,36,3,2,2,22906,1132,21774,0.942,3204,64,0.73,0.049
709447908,Existing Customer,45,M,2,Graduate,Married,$60K - $80K,Blue,33,4,3,4,2648,2309,339,1.006,3281,63,0.853,0.872
720758808,Attrited Customer,38,M,3,College,Single,$60K - $80K,Blue,18,5,1,5,16317,0,16317,0.566,1995,54,0.929,0
708255633,Existing Customer,36,M,1,Graduate,Single,$80K - $120K,Blue,27,3,2,4,3761,1710,2051,0.627,3240,65,0.585,0.455
715986258,Existing Customer,53,F,1,Uneducated,Single,$40K - $60K,Silver,41,3,3,2,15845,1675,14170,0.514,4037,68,0.447,0.106
715858008,Attrited Customer,49,F,1,Uneducated,Married,$40K - $60K,Blue,39,2,3,3,8061,2517,5544,0.352,1224,31,0.409,0.312
708361833,Existing Customer,44,M,4,Graduate,Married,$80K - $120K,Blue,36,3,2,3,19430,0,19430,1.012,3650,80,0.633,0
719608308,Existing Customer,37,M,2,High School,Single,$60K - $80K,Blue,29,3,2,3,9829,2517,7312,0.59,2927,73,1.212,0.256
792995808,Existing Customer,57,F,3,Post-Graduate,Single,$40K - $60K,Blue,51,5,4,5,7226,1689,5537,0.83,3474,67,0.763,0.234
719356008,Existing Customer,39,F,3,Graduate,Single,Less than $40K,Blue,36,4,3,4,1438.3,0,1438.3,1.022,4548,69,0.917,0
718354683,Existing Customer,59,F,0,Graduate,Single,$40K - $60K,Silver,45,6,3,3,21358,1225,20133,0.681,3646,77,0.75,0.057
720529308,Attrited Customer,63,M,0,High School,Single,$60K - $80K,Blue,48,5,3,1,1856,0,1856,0.5,1805,46,0.769,0
787578183,Existing Customer,36,M,3,High School,Single,$80K - $120K,Blue,28,5,3,2,1438.3,0,1438.3,1.041,3204,68,0.838,0
737952333,Existing Customer,64,M,1,Graduate,Single,Less than $40K,Blue,56,3,1,5,2586,0,2586,0.631,3435,65,0.585,0
779498058,Existing Customer,39,M,2,Graduate,Married,$80K - $120K,Blue,21,5,3,3,3281,1272,2009,0.799,2006,34,0.545,0.388
799707858,Existing Customer,50,F,1,High School,Married,Less than $40K,Blue,42,6,1,2,7115,2000,5115,0.769,3584,57,0.966,0.281
710288883,Existing Customer,40,F,1,Graduate,Married,Less than $40K,Blue,32,4,1,5,8749,1654,7095,0.695,5054,73,0.553,0.189
719912808,Existing Customer,52,M,2,High School,Single,$60K - $80K,Blue,39,3,3,4,14973,0,14973,0.706,4288,72,0.6,0
789593058,Existing Customer,46,M,5,College,Married,$60K - $80K,Blue,39,3,2,3,24248,1020,23228,1.19,3311,84,0.75,0.042
710278458,Attrited Customer,52,M,2,High School,Single,$80K - $120K,Blue,43,4,3,3,11617,2517,9100,0.457,1643,43,0.483,0.217
714467733,Existing Customer,45,M,2,Graduate,Married,$60K - $80K,Silver,36,3,2,3,30428,1721,28707,0.717,4178,69,0.605,0.057
772000533,Existing Customer,59,M,1,Graduate,Married,$60K - $80K,Blue,48,4,3,2,14257,1113,13144,0.406,1809,23,0.278,0.078
811035483,Attrited Customer,47,M,3,Uneducated,Divorced,$120K +,Silver,42,2,4,5,34516,0,34516,0.521,1641,35,0.591,0
715480983,Existing Customer,55,F,2,College,Single,Less than $40K,Blue,36,5,2,3,5719,892,4827,0.589,3403,68,0.417,0.156
720437358,Existing Customer,40,M,3,Graduate,Single,$40K - $60K,Blue,32,5,1,2,2526,2303,223,0.836,3596,69,0.568,0.912
719465733,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,44,6,3,3,2971,0,2971,1.154,4458,63,0.615,0
711978858,Existing Customer,59,M,2,Graduate,Single,Less than $40K,Blue,49,6,3,2,6834,900,5934,0.605,4422,70,0.628,0.132
788820933,Existing Customer,59,M,2,Graduate,Single,$60K - $80K,Blue,42,3,2,2,16727,1380,15347,0.605,3511,73,0.622,0.083
713316558,Existing Customer,41,M,4,High School,Married,$60K - $80K,Blue,29,3,2,2,4573,0,4573,0.703,3776,70,0.944,0
779856483,Existing Customer,38,M,2,Post-Graduate,Single,$80K - $120K,Blue,22,4,1,2,15410,0,15410,0.638,3368,69,0.533,0
717085983,Existing Customer,44,F,2,High School,Single,$40K - $60K,Blue,25,6,2,3,3299,2517,782,0.981,4312,84,0.787,0.763
788030208,Attrited Customer,42,F,2,Uneducated,Single,Less than $40K,Silver,33,1,2,3,13453,2517,10936,0.619,1904,42,0.448,0.187
709914858,Existing Customer,48,F,2,Graduate,Married,Less than $40K,Blue,36,4,1,2,6362,1705,4657,0.644,5169,84,0.474,0.268
708618933,Existing Customer,34,M,2,Uneducated,Single,$120K +,Blue,13,6,3,2,4369,2049,2320,0.865,3259,80,0.6,0.469
720446508,Existing Customer,50,F,2,Uneducated,Single,Less than $40K,Blue,36,5,3,2,1721,1037,684,0.721,2681,57,0.727,0.603
756488883,Existing Customer,41,M,2,Uneducated,Single,$80K - $120K,Blue,34,6,2,2,2196,1619,577,0.656,2040,65,0.711,0.737
708414033,Existing Customer,50,M,4,Graduate,Married,$40K - $60K,Blue,38,6,3,3,2845,1153,1692,0.836,3730,66,0.941,0.405
756727233,Existing Customer,49,M,2,High School,Single,$120K +,Blue,42,3,2,4,21144,1190,19954,0.5,4895,66,0.784,0.056
720340383,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,25,4,2,2,3518,2035,1483,0.567,4034,82,0.673,0.578
771453033,Existing Customer,47,M,3,High School,Married,$60K - $80K,Blue,35,5,1,2,17343,1280,16063,1.314,3170,57,0.629,0.074
708747708,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,33,4,1,2,3498,0,3498,1.109,2512,56,0.867,0
712460433,Existing Customer,39,M,2,Uneducated,Single,$40K - $60K,Blue,25,4,1,3,9121,1426,7695,0.666,4112,80,0.481,0.156
709955958,Existing Customer,41,F,1,High School,Single,Less than $40K,Blue,33,4,2,0,8054,1023,7031,0.75,3374,45,0.875,0.127
719099583,Attrited Customer,42,M,3,Graduate,Married,$40K - $60K,Blue,34,3,2,3,1640,1444,196,0.423,1360,33,0.222,0.88
719513733,Existing Customer,48,M,3,Doctorate,Married,$80K - $120K,Blue,41,3,3,4,8739,0,8739,0.715,4276,69,0.769,0
710654808,Attrited Customer,46,M,4,Graduate,Single,$80K - $120K,Blue,36,3,1,4,1818,0,1818,0.672,2308,44,0.467,0
718917408,Existing Customer,46,F,3,Graduate,Married,$40K - $60K,Blue,38,4,3,3,3115,1136,1979,0.499,3704,70,0.458,0.365
808753758,Existing Customer,52,M,2,Uneducated,Divorced,$120K +,Blue,47,5,2,2,29695,1525,28170,0.529,4109,71,0.614,0.051
711699183,Existing Customer,56,M,2,Uneducated,Divorced,$60K - $80K,Blue,50,4,1,2,7261,1079,6182,1.312,3723,58,1.071,0.149
772565883,Existing Customer,41,M,0,High School,Single,$80K - $120K,Blue,31,3,5,2,33472,2517,30955,0.633,4719,70,0.667,0.075
717203958,Existing Customer,51,M,3,Graduate,Married,$40K - $60K,Blue,36,6,3,2,11512,988,10524,0.569,1842,32,1.133,0.086
714933783,Existing Customer,51,M,2,Graduate,Married,$60K - $80K,Blue,37,5,1,4,8511,0,8511,0.88,3775,62,0.676,0
717650133,Existing Customer,41,M,5,Graduate,Single,$60K - $80K,Blue,28,5,1,4,4821,1426,3395,0.898,3571,58,0.933,0.296
717331758,Existing Customer,44,M,4,Graduate,Married,$120K +,Blue,32,6,3,4,34516,2517,31999,0.765,4228,83,0.596,0.073
801385458,Existing Customer,52,M,1,Uneducated,Married,$120K +,Blue,46,5,2,4,8596,2019,6577,0.677,4017,80,0.6,0.235
710605458,Existing Customer,49,M,2,High School,Married,$60K - $80K,Blue,39,6,3,2,7223,1963,5260,0.852,4127,70,0.842,0.272
766006758,Existing Customer,63,M,1,High School,Married,$60K - $80K,Blue,56,3,2,4,7216,2321,4895,0.491,1734,38,0.583,0.322
710695083,Existing Customer,44,M,3,College,Single,$60K - $80K,Silver,32,4,1,3,28397,1421,26976,0.635,1635,31,0.824,0.05
709224033,Attrited Customer,53,M,4,Uneducated,Single,$60K - $80K,Blue,43,1,3,2,13720,0,13720,0.671,1830,36,0.241,0
709381383,Existing Customer,49,M,4,Graduate,Married,$60K - $80K,Blue,36,4,6,2,2952,2517,435,0.809,3830,77,0.51,0.853
716235783,Existing Customer,45,M,3,College,Married,$40K - $60K,Blue,39,3,2,4,7109,866,6243,0.572,4047,75,0.667,0.122
713579733,Existing Customer,36,M,2,College,Single,$60K - $80K,Blue,22,5,3,3,4511,754,3757,0.905,2597,71,0.919,0.167
804649833,Existing Customer,42,M,3,Post-Graduate,Married,$40K - $60K,Blue,29,3,3,4,2533,1126,1407,0.788,3436,74,0.574,0.445
780971583,Existing Customer,46,M,1,Graduate,Divorced,$120K +,Blue,30,6,2,2,2016,797,1219,1.108,3772,62,0.879,0.395
804673308,Attrited Customer,49,M,5,Uneducated,Married,$40K - $60K,Blue,44,2,3,4,3893,0,3893,0.662,1866,37,0.947,0
788747358,Existing Customer,50,M,0,High School,Divorced,$40K - $60K,Blue,29,5,3,2,5530,2034,3496,0.647,4836,68,0.744,0.368
713199558,Existing Customer,57,F,3,Doctorate,Single,Less than $40K,Blue,44,5,3,2,1737,813,924,0.756,3669,58,0.812,0.468
771081558,Existing Customer,55,M,2,High School,Divorced,$120K +,Blue,42,3,2,2,34516,1190,33326,0.832,2862,78,0.733,0.034
710229333,Existing Customer,38,M,2,College,Single,$40K - $60K,Blue,20,6,1,3,11068,1254,9814,0.418,3812,64,0.641,0.113
720406233,Existing Customer,35,F,2,Graduate,Married,Less than $40K,Blue,36,5,2,4,5546,1829,3717,0.673,1770,46,1,0.33
767784708,Attrited Customer,48,M,0,Doctorate,Married,$60K - $80K,Blue,41,2,3,4,7277,504,6773,0.582,2356,40,0.29,0.069
712052058,Existing Customer,57,M,3,Graduate,Single,$40K - $60K,Blue,48,3,3,0,9426,1574,7852,0.791,4212,75,0.531,0.167
710248233,Existing Customer,37,M,3,College,Single,$40K - $60K,Blue,28,5,2,3,3490,1421,2069,1.125,3392,80,0.86,0.407
712146558,Existing Customer,48,F,5,Uneducated,Married,Less than $40K,Blue,30,3,2,3,2364,1619,745,0.585,3230,65,0.711,0.685
710668458,Existing Customer,48,F,4,Graduate,Married,Less than $40K,Blue,36,5,3,0,3696,0,3696,0.916,3405,76,0.727,0
718828083,Existing Customer,52,M,1,Graduate,Single,$40K - $60K,Blue,43,4,3,3,8748,2284,6464,0.839,3533,73,0.587,0.261
720781158,Existing Customer,44,F,2,Uneducated,Divorced,$40K - $60K,Blue,27,4,2,3,5608,1243,4365,0.497,3829,74,0.396,0.222
715688958,Existing Customer,45,F,2,Post-Graduate,Single,Less than $40K,Blue,36,3,1,3,2736,2043,693,0.801,4550,84,0.75,0.747
715354983,Existing Customer,44,M,3,Graduate,Married,$40K - $60K,Blue,35,6,3,1,6327,0,6327,0.666,3653,77,0.674,0
720724008,Existing Customer,43,M,2,Graduate,Single,$80K - $120K,Blue,36,4,1,4,13430,2356,11074,0.718,3717,67,0.675,0.175
712828533,Existing Customer,62,M,1,Graduate,Single,$60K - $80K,Blue,36,3,1,2,2796,0,2796,0.563,4820,74,0.644,0
717007458,Existing Customer,46,M,2,Graduate,Married,$40K - $60K,Blue,38,4,3,3,2457,1051,1406,0.982,3256,71,0.919,0.428
717720108,Existing Customer,42,M,2,Graduate,Married,$80K - $120K,Blue,31,4,2,3,12386,980,11406,0.656,3274,69,0.568,0.079
720648483,Existing Customer,39,M,4,College,Single,$80K - $120K,Blue,31,4,3,2,32210,1115,31095,0.62,1821,53,0.514,0.035
770146008,Existing Customer,59,M,1,Graduate,Single,$40K - $60K,Blue,53,4,3,2,2136,1502,634,0.648,1908,37,0.37,0.703
714829683,Existing Customer,43,M,2,Doctorate,Single,$80K - $120K,Blue,36,3,3,3,10851,1101,9750,0.702,3688,65,0.757,0.101
719036883,Existing Customer,48,F,1,Uneducated,Divorced,Less than $40K,Blue,38,3,3,2,4668,0,4668,0.896,4163,77,0.453,0
720786033,Existing Customer,55,M,1,College,Single,$80K - $120K,Blue,42,5,2,4,10696,1206,9490,0.958,2489,38,0.9,0.113
708917133,Existing Customer,48,M,3,High School,Single,$80K - $120K,Blue,35,3,3,4,11851,0,11851,0.43,4498,73,0.622,0
818929158,Existing Customer,36,M,2,Doctorate,Single,$40K - $60K,Blue,31,3,3,2,11558,0,11558,0.545,2220,53,0.828,0
827695683,Existing Customer,40,M,3,Uneducated,Single,$120K +,Blue,36,4,2,5,34516,1329,33187,0.574,3906,77,0.51,0.039
819189108,Existing Customer,63,M,0,College,Single,$80K - $120K,Blue,56,6,2,2,9033,0,9033,0.78,4456,85,0.635,0
716977758,Attrited Customer,44,F,3,Uneducated,Married,Less than $40K,Blue,36,2,3,1,3675,2517,1158,0.766,1913,35,0.667,0.685
714901383,Existing Customer,44,M,2,High School,Married,$80K - $120K,Blue,38,6,3,3,9183,2191,6992,0.582,4503,69,0.643,0.239
713516433,Existing Customer,36,F,3,College,Single,Less than $40K,Blue,36,6,1,0,5383,737,4646,0.956,2934,80,0.633,0.137
715140933,Existing Customer,45,F,3,Graduate,Single,$40K - $60K,Silver,39,5,2,4,21425,1459,19966,1.061,3704,60,0.538,0.068
721498008,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,35,5,2,2,1438.3,0,1438.3,0.978,3966,57,0.781,0
717189183,Existing Customer,35,M,1,Doctorate,Single,$40K - $60K,Blue,24,6,3,2,10467,1961,8506,0.713,2665,65,0.667,0.187
708902883,Existing Customer,55,M,2,Graduate,Single,$120K +,Blue,36,5,2,2,12856,0,12856,0.51,3364,61,0.564,0
817889583,Attrited Customer,61,F,0,Graduate,Single,$40K - $60K,Blue,56,3,3,4,9721,0,9721,0.826,2260,46,1,0
717242058,Attrited Customer,43,F,5,Graduate,Married,Less than $40K,Blue,39,2,3,4,3981,0,3981,0.764,2134,42,0.355,0
716613933,Existing Customer,51,F,3,High School,Single,$40K - $60K,Blue,36,6,5,2,3417,1482,1935,0.705,3651,60,0.818,0.434
716306583,Attrited Customer,64,M,0,Graduate,Single,Less than $40K,Blue,36,3,3,5,3812,2517,1295,0.586,2325,45,0.731,0.66
720026058,Existing Customer,49,M,3,Graduate,Married,$80K - $120K,Blue,36,6,1,3,21378,1284,20094,1.101,3526,64,0.684,0.06
756397458,Existing Customer,54,F,1,Graduate,Single,Less than $40K,Silver,47,6,3,4,12873,0,12873,1.005,3170,70,0.842,0
712644483,Existing Customer,46,M,3,High School,Single,$60K - $80K,Blue,39,5,3,1,20229,1217,19012,0.741,4270,62,0.55,0.06
709573533,Existing Customer,48,M,3,Uneducated,Married,$40K - $60K,Blue,34,5,1,2,11191,0,11191,0.58,3914,71,0.775,0
807137808,Existing Customer,45,M,3,High School,Divorced,$60K - $80K,Blue,40,4,1,2,17576,0,17576,0.667,3494,67,0.718,0
711861258,Existing Customer,65,F,1,Uneducated,Single,Less than $40K,Blue,36,3,2,3,4182,0,4182,0.691,4046,57,0.629,0
716660583,Existing Customer,45,M,0,Graduate,Single,$40K - $60K,Blue,37,4,5,2,10271,1746,8525,0.661,3696,72,0.6,0.17
716617608,Existing Customer,50,F,1,High School,Single,Less than $40K,Blue,36,6,3,3,1560,995,565,0.615,1936,58,0.657,0.638
716786808,Existing Customer,40,M,5,Post-Graduate,Single,$60K - $80K,Blue,30,3,2,2,1659,0,1659,0.585,3838,66,0.692,0
718882008,Existing Customer,38,M,1,High School,Single,$120K +,Blue,27,6,2,2,22487,889,21598,0.528,4960,73,0.46,0.04
715234008,Existing Customer,54,F,1,High School,Single,$40K - $60K,Blue,36,6,3,3,4717,1590,3127,0.802,4216,67,0.595,0.337
709326183,Existing Customer,50,M,2,High School,Single,$60K - $80K,Blue,40,6,2,2,5180,1211,3969,0.809,3447,74,0.85,0.234
721233033,Attrited Customer,50,M,2,High School,Single,$80K - $120K,Blue,38,1,2,3,4915,464,4451,0.242,1474,36,0.091,0.094
712319958,Existing Customer,41,M,4,High School,Married,$80K - $120K,Blue,29,4,2,1,12154,2517,9637,0.864,3853,71,0.775,0.207
712198983,Existing Customer,46,M,4,Graduate,Married,$60K - $80K,Blue,36,3,3,3,3258,0,3258,0.784,3169,67,0.489,0
779502333,Attrited Customer,50,M,4,Graduate,Single,$120K +,Silver,32,5,3,2,34516,0,34516,0.321,1480,37,0.276,0
718737708,Existing Customer,45,M,4,Graduate,Single,$80K - $120K,Blue,33,3,5,3,31458,1202,30256,0.673,4202,66,0.61,0.038
821351958,Existing Customer,40,F,4,College,Married,Less than $40K,Blue,36,6,1,2,1438.3,0,1438.3,0.785,3308,54,1,0
716142858,Existing Customer,46,F,4,Uneducated,Married,Less than $40K,Silver,36,3,1,4,10961,1391,9570,0.662,3914,77,0.75,0.127
773236983,Existing Customer,47,M,4,High School,Married,$40K - $60K,Blue,40,4,2,3,2498,2258,240,0.992,1839,29,0.706,0.904
789964983,Attrited Customer,45,M,2,Graduate,Divorced,$40K - $60K,Blue,36,2,2,4,9569,0,9569,0.598,1724,35,0.25,0
720303933,Existing Customer,40,M,2,Graduate,Married,$80K - $120K,Blue,36,6,1,3,3340,1282,2058,0.724,4526,82,0.547,0.384
708665133,Existing Customer,40,M,2,Graduate,Married,$80K - $120K,Blue,28,6,2,3,3654,1172,2482,0.938,4003,67,0.595,0.321
828236133,Existing Customer,49,M,2,Graduate,Married,$40K - $60K,Blue,45,4,2,0,10541,1387,9154,0.72,4269,92,0.614,0.132
712000758,Existing Customer,51,M,4,Uneducated,Single,$120K +,Silver,39,5,2,1,34516,1959,32557,0.888,3997,54,0.929,0.057
769985883,Existing Customer,45,M,2,Graduate,Single,$80K - $120K,Blue,39,6,3,3,1613,0,1613,0.635,3549,65,0.444,0
709297608,Attrited Customer,38,M,3,College,Single,$80K - $120K,Blue,26,3,3,2,1438.3,0,1438.3,0.399,1585,32,0.455,0
801373833,Existing Customer,49,M,4,College,Divorced,$40K - $60K,Blue,43,3,2,3,1922,710,1212,0.951,2920,46,1.421,0.369
817977933,Attrited Customer,63,F,0,Graduate,Single,Less than $40K,Blue,56,5,6,3,1931,1531,400,0.778,2288,48,0.714,0.793
827055333,Existing Customer,43,M,3,Graduate,Single,$40K - $60K,Blue,39,5,3,5,8513,1042,7471,0.702,2015,37,0.682,0.122
772116408,Existing Customer,50,M,1,High School,Single,$40K - $60K,Blue,39,4,1,1,2421,1029,1392,0.675,2377,56,0.75,0.425
734924658,Existing Customer,47,F,5,High School,Married,Less than $40K,Blue,36,5,3,1,1478,792,686,0.873,4123,67,0.489,0.536
711775383,Existing Customer,63,M,1,Graduate,Single,$60K - $80K,Blue,36,6,1,4,2466,0,2466,1.077,4059,66,0.65,0
715019058,Existing Customer,30,F,2,Post-Graduate,Divorced,Less than $40K,Blue,36,3,1,2,2501,1845,656,0.668,2933,65,0.806,0.738
780715683,Existing Customer,41,M,3,Doctorate,Single,$60K - $80K,Blue,30,4,1,3,13602,0,13602,0.699,3582,69,0.683,0
827341383,Existing Customer,38,M,3,Graduate,Single,Less than $40K,Blue,34,5,3,2,3094,1317,1777,0.957,3607,81,0.884,0.426
708757233,Existing Customer,44,F,2,High School,Married,Less than $40K,Blue,32,4,2,3,2485,1489,996,0.779,3697,77,0.833,0.599
710504283,Existing Customer,50,M,1,Uneducated,Married,$80K - $120K,Blue,39,6,3,4,14817,1463,13354,0.795,4014,70,0.628,0.099
713171358,Existing Customer,46,F,4,College,Single,Less than $40K,Blue,36,6,1,2,1438.3,0,1438.3,0.749,3880,74,0.721,0
716358033,Existing Customer,53,F,1,Graduate,Single,Less than $40K,Blue,43,6,3,4,6189,0,6189,0.538,5004,65,0.806,0
711679533,Existing Customer,54,M,2,Post-Graduate,Divorced,$120K +,Blue,43,3,2,2,5569,968,4601,0.949,2600,60,0.714,0.174
711342483,Existing Customer,50,M,1,College,Married,$80K - $120K,Blue,36,5,2,3,2418,1720,698,1.019,3896,58,0.812,0.711
756624183,Existing Customer,51,F,3,Graduate,Married,Less than $40K,Blue,44,6,1,3,7742,2024,5718,0.929,3507,69,0.568,0.261
717622308,Existing Customer,63,F,0,High School,Single,Less than $40K,Blue,36,4,3,3,2074,1688,386,0.62,4232,75,0.5,0.814
714629358,Attrited Customer,54,F,3,Graduate,Divorced,$40K - $60K,Blue,34,2,3,4,4948,0,4948,0.392,1796,41,0.519,0
744307008,Existing Customer,51,M,1,Uneducated,Married,$60K - $80K,Blue,44,4,2,3,4988,0,4988,0.619,3890,74,0.644,0
708871158,Existing Customer,60,M,1,Graduate,Single,$60K - $80K,Silver,42,4,3,4,28701,0,28701,1.165,3516,57,0.727,0
818903583,Existing Customer,44,M,5,Uneducated,Divorced,$60K - $80K,Blue,39,5,2,0,16034,1597,14437,0.775,3628,59,0.903,0.1
712980333,Existing Customer,33,M,3,Graduate,Divorced,$60K - $80K,Blue,36,6,3,3,24149,1848,22301,0.731,2584,66,0.833,0.077
822112383,Existing Customer,52,M,3,College,Married,$60K - $80K,Blue,48,5,1,2,1438.3,0,1438.3,0.618,3769,73,0.659,0
711538758,Attrited Customer,39,M,5,Graduate,Single,$60K - $80K,Blue,36,1,3,3,24657,633,24024,0.358,1954,46,0.394,0.026
715857183,Existing Customer,46,M,2,College,Single,$60K - $80K,Blue,36,3,3,2,4939,1296,3643,0.911,2150,43,0.87,0.262
719657583,Attrited Customer,44,M,3,Graduate,Married,$40K - $60K,Blue,40,2,2,6,9502,2457,7045,0.915,2310,57,0.676,0.259
789713208,Attrited Customer,62,F,0,Doctorate,Single,Less than $40K,Blue,50,6,3,5,2936,326,2610,0.935,2692,29,0.526,0.111
802031583,Existing Customer,53,M,2,Uneducated,Single,$80K - $120K,Blue,47,6,1,1,22855,0,22855,0.741,3711,83,0.804,0
711529383,Existing Customer,47,F,3,Graduate,Married,$40K - $60K,Blue,41,4,1,4,6602,1224,5378,0.665,3163,73,0.825,0.185
715371108,Attrited Customer,45,M,3,Graduate,Married,$80K - $120K,Blue,40,3,3,2,3728,0,3728,0.358,1632,42,0.448,0
712988958,Existing Customer,42,M,4,Graduate,Single,$60K - $80K,Blue,33,5,2,0,2021,1731,290,0.986,3253,62,0.722,0.857
713005908,Existing Customer,47,F,2,Graduate,Married,$40K - $60K,Blue,36,5,2,3,2255,1733,522,0.903,4772,83,0.729,0.769
712236483,Existing Customer,41,F,2,Graduate,Single,Less than $40K,Gold,36,5,3,4,15704,1991,13713,0.699,4487,71,0.543,0.127
796903083,Attrited Customer,47,F,1,Doctorate,Married,$40K - $60K,Blue,36,2,3,2,1438.3,0,1438.3,0.838,2584,42,0.448,0
716014983,Existing Customer,56,F,3,High School,Single,Less than $40K,Blue,48,6,5,3,8340,1902,6438,0.81,3755,77,0.833,0.228
780045708,Existing Customer,42,F,3,Graduate,Single,$40K - $60K,Silver,26,6,2,2,15104,1204,13900,0.824,4259,79,0.58,0.08
719488008,Existing Customer,39,F,1,Graduate,Married,Less than $40K,Blue,36,3,3,1,2490,1281,1209,0.551,1902,34,0.619,0.514
771575058,Existing Customer,45,M,1,Graduate,Married,Less than $40K,Blue,33,4,3,4,2009,1795,214,0.645,3172,55,0.719,0.893
772137183,Attrited Customer,52,M,2,Graduate,Single,$120K +,Blue,41,1,3,1,31668,810,30858,0.643,1822,36,0.5,0.026
737986083,Existing Customer,46,M,3,High School,Single,$60K - $80K,Blue,39,4,1,4,23642,2049,21593,0.719,3139,54,0.636,0.087
714973758,Existing Customer,50,F,3,Graduate,Single,Less than $40K,Blue,36,4,3,2,1438.3,1002,436.3,1.306,2004,25,0.667,0.697
718009158,Existing Customer,50,F,3,Uneducated,Single,Less than $40K,Blue,41,4,2,2,2563,1860,703,0.68,3774,83,0.804,0.726
789597408,Existing Customer,39,F,1,Post-Graduate,Single,$40K - $60K,Silver,32,5,2,3,17814,0,17814,0.82,4712,76,0.689,0
779974758,Existing Customer,51,M,2,College,Single,$120K +,Blue,40,6,3,3,8706,868,7838,0.991,3203,54,0.929,0.1
821815458,Existing Customer,48,M,3,High School,Single,$60K - $80K,Blue,44,5,1,1,19272,1519,17753,0.557,3398,67,0.763,0.079
812449758,Attrited Customer,43,M,3,High School,Single,$60K - $80K,Blue,38,2,3,2,12254,0,12254,0.705,2129,42,0.355,0
715682208,Existing Customer,49,M,3,Doctorate,Married,$80K - $120K,Blue,36,4,1,4,9549,0,9549,0.712,4629,76,0.652,0
719914908,Existing Customer,37,M,2,Uneducated,Divorced,Less than $40K,Silver,36,3,3,2,11568,1846,9722,0.755,1701,44,1.095,0.16
710809833,Existing Customer,40,M,3,Graduate,Married,$80K - $120K,Silver,27,3,1,2,34516,0,34516,0.834,3193,53,0.559,0
709423158,Existing Customer,46,M,4,Graduate,Single,$80K - $120K,Blue,26,4,3,0,1791,1337,454,0.763,3592,46,0.917,0.747
718307433,Existing Customer,50,F,0,Graduate,Single,Less than $40K,Blue,36,5,1,4,7238,2111,5127,1.085,2025,36,1.118,0.292
772607433,Existing Customer,50,M,3,High School,Married,$80K - $120K,Blue,40,6,2,4,4514,2016,2498,0.313,4107,59,0.639,0.447
806656083,Existing Customer,48,F,2,Graduate,Married,$40K - $60K,Blue,43,3,2,4,9559,1514,8045,0.716,4064,70,0.556,0.158
823635033,Existing Customer,49,F,2,High School,Married,Less than $40K,Blue,45,6,2,5,8353,1535,6818,1.323,4200,83,0.804,0.184
721538883,Existing Customer,45,M,4,Graduate,Single,$40K - $60K,Silver,37,4,3,4,15578,0,15578,0.716,4449,81,0.723,0
827970933,Existing Customer,46,F,4,Graduate,Married,Less than $40K,Blue,42,4,2,0,3504,1698,1806,0.575,4439,70,0.628,0.485
717030633,Existing Customer,46,M,4,College,Single,$60K - $80K,Blue,34,5,3,4,2369,1405,964,0.624,3034,51,0.889,0.593
815085708,Attrited Customer,60,F,0,High School,Single,$40K - $60K,Blue,55,1,5,5,10882,2517,8365,0.266,1861,46,0.278,0.231
822964683,Existing Customer,51,F,1,Graduate,Single,Less than $40K,Blue,47,6,3,4,2469,1491,978,0.869,4351,62,0.632,0.604
719335233,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Silver,27,5,3,4,14335,938,13397,0.445,3610,75,0.531,0.065
779683683,Existing Customer,47,M,3,High School,Single,$40K - $60K,Blue,31,6,3,2,4005,1985,2020,1.356,2344,34,0.7,0.496
715485483,Attrited Customer,39,F,5,Graduate,Married,Less than $40K,Blue,36,3,3,3,3664,0,3664,0.419,1479,44,0.913,0
711396483,Existing Customer,40,M,2,Graduate,Single,$40K - $60K,Blue,36,3,2,3,6033,0,6033,0.834,4505,74,0.721,0
789220008,Existing Customer,56,M,3,High School,Married,$80K - $120K,Blue,45,5,2,2,4531,0,4531,0.491,1425,27,1.077,0
717661908,Existing Customer,37,M,5,Doctorate,Single,$80K - $120K,Silver,36,4,1,1,34516,0,34516,0.711,2681,55,0.618,0
778459833,Existing Customer,42,M,5,Graduate,Married,$60K - $80K,Blue,27,3,2,3,11880,2025,9855,0.835,1789,42,1.471,0.17
820346133,Existing Customer,59,F,2,Uneducated,Single,Less than $40K,Blue,54,5,1,2,9344,1334,8010,0.375,4154,60,0.818,0.143
720119808,Existing Customer,42,M,3,High School,Married,$80K - $120K,Blue,36,3,2,2,24126,948,23178,0.616,3342,52,0.677,0.039
711176133,Existing Customer,28,M,0,High School,Single,Less than $40K,Blue,36,6,3,4,2295,1015,1280,1.04,3366,82,0.708,0.442
794560833,Attrited Customer,47,F,3,Graduate,Married,$40K - $60K,Blue,31,6,3,6,5496,0,5496,0.548,1913,34,0.308,0
718197108,Attrited Customer,54,M,2,Graduate,Single,$80K - $120K,Blue,36,5,3,3,12342,0,12342,0.431,1430,37,0.423,0
769576608,Existing Customer,62,M,1,Uneducated,Single,$60K - $80K,Blue,49,4,1,2,12814,1010,11804,0.869,3566,76,0.551,0.079
708626058,Existing Customer,49,F,2,Uneducated,Married,Less than $40K,Blue,34,6,2,4,5242,1465,3777,1.025,4098,68,0.789,0.279
710333883,Attrited Customer,48,M,3,Graduate,Married,$60K - $80K,Blue,37,5,2,2,8808,390,8418,0.628,1905,42,0.448,0.044
715401633,Existing Customer,43,F,3,Graduate,Single,Less than $40K,Blue,35,3,1,2,4469,2002,2467,0.669,2111,38,0.462,0.448
755220783,Existing Customer,51,M,1,Doctorate,Married,$80K - $120K,Blue,44,5,2,4,8031,1167,6864,0.549,3576,77,0.791,0.145
767564358,Existing Customer,47,F,5,Doctorate,Married,$40K - $60K,Blue,40,6,1,1,4748,1008,3740,0.484,3197,70,0.707,0.212
789744033,Existing Customer,50,M,2,Graduate,Single,$80K - $120K,Blue,38,4,1,1,19999,1007,18992,0.987,3183,69,0.5,0.05
709887483,Existing Customer,56,M,2,Uneducated,Divorced,$40K - $60K,Blue,45,3,1,3,6331,1420,4911,0.529,3527,69,0.438,0.224
789177333,Attrited Customer,47,F,2,Graduate,Married,Less than $40K,Blue,36,6,3,2,1693,1088,605,0.532,2104,40,0.739,0.643
714878508,Existing Customer,48,F,2,High School,Single,Less than $40K,Blue,36,3,3,3,5483,535,4948,0.681,2051,49,0.633,0.098
711079308,Attrited Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,27,4,2,3,15186,0,15186,0.483,1884,33,0.435,0
794510358,Existing Customer,41,M,3,Graduate,Married,$80K - $120K,Blue,26,6,3,3,33408,0,33408,0.816,3754,77,0.878,0
715033533,Existing Customer,43,F,2,High School,Married,Less than $40K,Blue,37,4,2,2,3125,2517,608,0.73,4422,71,0.732,0.805
779400183,Existing Customer,42,M,3,Graduate,Single,$60K - $80K,Blue,31,3,3,4,2934,2517,417,0.868,2484,55,0.774,0.858
716636808,Existing Customer,39,M,3,Graduate,Single,$120K +,Blue,36,4,2,2,34516,0,34516,0.754,3572,55,0.667,0
708733983,Attrited Customer,50,F,1,Doctorate,Single,$40K - $60K,Blue,36,6,3,2,5349,2391,2958,0.671,2122,46,0.394,0.447
710521383,Existing Customer,50,M,3,Uneducated,Single,$80K - $120K,Blue,38,6,2,0,9810,1838,7972,0.661,2247,41,0.64,0.187
720075558,Existing Customer,50,M,4,College,Married,$120K +,Blue,36,6,1,4,7084,0,7084,0.889,3838,66,0.737,0
717569283,Existing Customer,47,M,5,Doctorate,Single,Less than $40K,Blue,36,3,1,2,8896,1338,7558,0.741,4252,70,0.591,0.15
714215058,Existing Customer,42,F,3,High School,Married,Less than $40K,Blue,33,5,2,4,6848,0,6848,0.962,4006,82,0.822,0
789407958,Existing Customer,42,M,1,Graduate,Married,$60K - $80K,Blue,33,6,2,3,17165,1153,16012,0.578,4063,62,0.676,0.067
715118058,Existing Customer,45,M,3,Graduate,Married,$80K - $120K,Blue,36,3,3,1,20274,2100,18174,0.584,5274,66,0.61,0.104
713672208,Existing Customer,50,M,1,Doctorate,Divorced,$60K - $80K,Blue,33,3,5,2,19939,0,19939,1.03,3342,76,0.462,0
720865383,Existing Customer,53,M,3,Graduate,Single,$120K +,Blue,45,4,3,1,3378,1852,1526,0.483,4437,50,1,0.548
719655258,Existing Customer,64,M,0,Graduate,Single,Less than $40K,Blue,36,3,2,4,3196,0,3196,0.578,3412,72,0.674,0
711205758,Attrited Customer,45,M,3,College,Single,$80K - $120K,Silver,33,1,3,3,34516,0,34516,1.492,2534,43,0.433,0
806264958,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,47,5,2,3,7030,994,6036,0.725,3211,69,0.725,0.141
714659133,Attrited Customer,47,M,5,High School,Married,$80K - $120K,Blue,37,2,2,2,9410,0,9410,0.586,2178,41,0.864,0
716425833,Attrited Customer,38,M,2,Graduate,Single,$120K +,Blue,36,5,2,1,34516,1229,33287,0.427,1797,35,0.296,0.036
712166583,Existing Customer,45,F,0,Graduate,Married,Less than $40K,Blue,38,4,3,3,4096,1468,2628,0.627,3490,66,0.737,0.358
714048783,Existing Customer,57,M,2,High School,Single,$80K - $120K,Blue,36,6,3,0,8026,2202,5824,0.586,4072,72,0.6,0.274
714332658,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,35,5,2,4,5596,1086,4510,0.587,3896,65,0.757,0.194
719169783,Existing Customer,52,F,2,Uneducated,Married,Less than $40K,Blue,43,3,3,3,6897,640,6257,1.052,2781,57,0.839,0.093
718270833,Existing Customer,48,F,3,Post-Graduate,Married,Less than $40K,Silver,40,6,3,3,13991,1580,12411,0.864,4100,74,0.721,0.113
721268133,Existing Customer,44,M,3,Post-Graduate,Married,$40K - $60K,Blue,36,5,2,2,11366,2109,9257,0.993,3495,70,0.795,0.186
795343683,Existing Customer,40,F,3,High School,Single,Less than $40K,Blue,34,5,1,3,1707,989,718,0.555,3935,76,0.52,0.579
779601783,Existing Customer,42,F,5,College,Married,Less than $40K,Blue,31,3,1,2,3476,700,2776,0.604,4364,88,0.517,0.201
784263558,Existing Customer,43,M,2,Uneducated,Single,$60K - $80K,Silver,37,4,3,3,27781,0,27781,1,3184,61,0.743,0
720795858,Existing Customer,44,M,4,Graduate,Single,$60K - $80K,Blue,25,3,3,2,10534,0,10534,0.985,3456,72,0.636,0
756629133,Existing Customer,61,F,1,Graduate,Single,Less than $40K,Blue,54,3,2,2,2721,0,2721,0.734,2088,37,0.682,0
714387108,Existing Customer,51,M,3,Graduate,Single,$80K - $120K,Blue,43,4,2,3,10458,0,10458,0.587,3481,51,0.5,0
712164333,Attrited Customer,40,M,4,High School,Married,$60K - $80K,Blue,29,3,3,2,12544,1636,10908,0.503,1758,51,0.457,0.13
714429258,Existing Customer,46,M,5,Doctorate,Single,$60K - $80K,Blue,39,4,3,3,11464,0,11464,1.02,3660,55,1.037,0
796791258,Existing Customer,50,M,1,Uneducated,Married,$120K +,Blue,44,5,2,4,3104,1791,1313,1.048,4006,76,0.81,0.577
717582558,Existing Customer,50,M,1,Graduate,Single,$120K +,Blue,40,4,2,3,34516,1185,33331,0.725,3874,72,0.714,0.034
717358158,Existing Customer,46,M,3,Uneducated,Single,$60K - $80K,Blue,36,5,1,2,5489,1189,4300,0.95,3215,64,0.882,0.217
720301458,Existing Customer,52,M,1,High School,Single,$120K +,Blue,38,3,1,2,19709,1924,17785,0.468,3000,64,0.641,0.098
826471458,Attrited Customer,42,M,3,Graduate,Married,Less than $40K,Blue,38,2,3,3,6967,1767,5200,0.54,1919,38,0.52,0.254
794579658,Existing Customer,47,M,3,High School,Married,$80K - $120K,Blue,32,3,2,2,23424,2517,20907,0.762,3537,73,0.738,0.107
717052158,Existing Customer,39,M,3,High School,Single,$60K - $80K,Blue,32,3,2,2,21718,2386,19332,0.743,3492,66,0.692,0.11
818311533,Existing Customer,53,F,3,Uneducated,Single,Less than $40K,Blue,48,5,3,1,4908,1429,3479,0.745,3535,65,0.667,0.291
716156508,Existing Customer,52,M,2,High School,Single,$40K - $60K,Blue,36,3,1,3,1470,0,1470,0.64,4095,63,0.75,0
711191808,Existing Customer,39,M,0,Graduate,Single,$80K - $120K,Gold,32,3,1,4,34516,1793,32723,0.545,4256,82,0.783,0.052
712084383,Existing Customer,63,M,1,Graduate,Single,Less than $40K,Blue,56,4,2,2,7936,2081,5855,0.941,4247,81,0.841,0.262
788641758,Existing Customer,53,M,4,College,Single,$60K - $80K,Blue,45,5,3,2,14366,888,13478,0.638,3868,66,0.61,0.062
713277783,Existing Customer,45,F,4,Uneducated,Married,$40K - $60K,Silver,36,6,2,2,18679,905,17774,0.541,2168,55,0.486,0.048
712852233,Existing Customer,64,F,0,Graduate,Single,Less than $40K,Blue,53,5,3,4,6663,765,5898,1.129,4583,78,0.857,0.115
773457558,Existing Customer,45,F,5,College,Single,$40K - $60K,Silver,39,3,2,2,15677,1227,14450,0.76,3818,81,0.588,0.078
716194683,Existing Customer,41,M,4,Graduate,Divorced,$40K - $60K,Blue,30,4,2,3,2334,1138,1196,0.826,2155,48,0.714,0.488
719502183,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,36,3,1,3,4950,1829,3121,0.671,4529,73,0.872,0.369
712287333,Existing Customer,39,M,1,Uneducated,Single,$80K - $120K,Blue,30,3,1,4,34516,2055,32461,0.589,4048,74,0.51,0.06
716944983,Existing Customer,61,M,0,Uneducated,Married,$120K +,Blue,36,4,3,4,24172,2517,21655,0.424,1658,27,0.5,0.104
718115733,Existing Customer,57,M,1,Graduate,Married,$60K - $80K,Blue,36,4,1,3,9037,1544,7493,0.321,1627,27,0.5,0.171
827691858,Existing Customer,46,F,3,College,Single,Less than $40K,Blue,42,3,2,4,7616,1251,6365,0.581,2006,52,0.405,0.164
769578858,Existing Customer,40,M,2,Graduate,Married,$40K - $60K,Silver,33,4,3,1,18737,0,18737,0.797,4010,76,0.767,0
712815858,Existing Customer,57,F,1,High School,Single,Less than $40K,Blue,45,5,2,4,5330,0,5330,0.515,3525,79,0.837,0
815851233,Attrited Customer,52,M,3,High School,Single,$120K +,Blue,47,6,1,3,19032,0,19032,0.417,1726,42,0.312,0
811532208,Existing Customer,51,M,4,Graduate,Married,$40K - $60K,Silver,46,3,5,2,16277,1170,15107,0.95,3634,62,0.676,0.072
713896533,Existing Customer,42,M,4,High School,Single,$60K - $80K,Blue,33,5,1,3,9442,838,8604,0.654,3157,63,0.853,0.089
771776808,Attrited Customer,44,M,4,Uneducated,Married,$40K - $60K,Blue,33,5,4,3,1527,0,1527,0.531,1877,38,0.462,0
715905633,Existing Customer,45,M,1,Graduate,Single,$60K - $80K,Blue,36,3,1,3,6022,1433,4589,0.955,3433,68,0.943,0.238
778282758,Existing Customer,55,M,2,College,Divorced,$120K +,Blue,45,6,2,1,26729,1052,25677,1.034,4140,69,0.816,0.039
717886008,Existing Customer,63,M,1,High School,Single,Less than $40K,Blue,51,5,3,2,6102,0,6102,0.639,4527,67,0.558,0
709985133,Existing Customer,33,F,2,Graduate,Divorced,Less than $40K,Blue,24,3,1,2,6803,2296,4507,0.754,2603,47,1.043,0.337
709289358,Existing Customer,46,M,3,Graduate,Single,$80K - $120K,Blue,38,4,1,2,8101,1266,6835,0.615,3226,53,0.71,0.156
720457608,Existing Customer,41,F,4,Graduate,Married,Less than $40K,Blue,36,4,1,1,4632,0,4632,0.637,4306,63,0.75,0
780612558,Existing Customer,58,F,1,Graduate,Single,$40K - $60K,Blue,46,3,3,3,1996,1850,146,0.952,3421,55,0.719,0.927
714216033,Existing Customer,51,M,3,Doctorate,Married,$120K +,Blue,42,4,1,2,11600,738,10862,0.692,3488,80,0.778,0.064
719462433,Existing Customer,42,F,5,Graduate,Single,Less than $40K,Blue,36,4,2,2,8464,1002,7462,0.598,4227,92,0.84,0.118
769063308,Existing Customer,45,M,3,Post-Graduate,Married,$80K - $120K,Blue,39,6,2,2,29003,2323,26680,0.671,1676,36,0.714,0.08
715136583,Existing Customer,51,M,3,High School,Single,$40K - $60K,Blue,36,4,3,4,5000,942,4058,0.604,4077,81,0.653,0.188
709841433,Existing Customer,45,F,2,Graduate,Divorced,Less than $40K,Blue,33,6,3,3,3855,1188,2667,0.927,3885,83,0.627,0.308
710509758,Existing Customer,36,M,4,College,Single,$120K +,Blue,36,5,3,3,28200,765,27435,0.68,2507,64,0.641,0.027
720527058,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,24,4,3,3,2310,1306,1004,0.525,4343,74,0.682,0.565
711787383,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,40,3,1,3,1960,1428,532,0.57,3782,64,0.641,0.729
715824108,Existing Customer,52,F,1,Graduate,Married,Less than $40K,Blue,38,3,1,3,3773,1291,2482,0.878,4697,75,0.667,0.342
719474583,Existing Customer,50,M,1,Graduate,Married,$80K - $120K,Blue,30,6,2,3,9771,1776,7995,0.46,2778,53,0.472,0.182
772669833,Existing Customer,43,M,3,Post-Graduate,Single,$60K - $80K,Blue,33,4,3,2,16037,0,16037,0.558,3048,70,0.75,0
789365508,Attrited Customer,49,M,2,High School,Divorced,$40K - $60K,Blue,39,2,3,4,14839,512,14327,0.176,1453,26,0.13,0.035
806641683,Existing Customer,44,M,3,Uneducated,Married,$80K - $120K,Silver,39,5,2,2,34516,1461,33055,0.646,3416,70,0.707,0.042
805534608,Existing Customer,54,F,2,College,Single,$40K - $60K,Blue,49,4,3,3,8769,1314,7455,0.477,3817,60,0.818,0.15
710294808,Existing Customer,44,M,3,High School,Married,$60K - $80K,Blue,36,4,1,2,2188,1241,947,0.782,4509,67,0.675,0.567
824795358,Existing Customer,49,F,3,High School,Married,Less than $40K,Blue,45,3,3,0,1638,1038,600,0.718,4150,70,0.591,0.634
715196508,Existing Customer,45,M,3,Graduate,Married,$40K - $60K,Blue,35,5,3,2,3538,0,3538,0.653,4123,74,0.762,0
779051808,Existing Customer,35,F,1,Graduate,Single,$40K - $60K,Blue,16,3,2,2,2546,1348,1198,0.877,4145,75,0.596,0.529
708426483,Existing Customer,56,F,2,Graduate,Single,Less than $40K,Blue,36,4,6,1,5816,716,5100,0.923,3534,73,1.147,0.123
787472283,Existing Customer,49,M,2,Graduate,Married,$80K - $120K,Blue,36,4,2,2,20533,1321,19212,0.716,3918,78,0.5,0.064
716948283,Existing Customer,58,M,1,College,Single,$80K - $120K,Blue,49,3,3,2,9890,0,9890,0.653,3497,69,0.683,0
778375458,Existing Customer,52,M,3,Graduate,Married,$80K - $120K,Blue,32,6,3,3,30820,1724,29096,0.948,3402,75,0.923,0.056
718504983,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,37,6,2,2,6091,0,6091,0.56,3340,60,0.579,0
709625733,Existing Customer,50,M,2,High School,Single,$60K - $80K,Blue,40,5,2,3,9690,1115,8575,0.542,4620,64,0.488,0.115
719357058,Existing Customer,62,F,2,Doctorate,Single,$40K - $60K,Blue,56,5,3,2,6797,1428,5369,0.747,3962,70,0.795,0.21
709626858,Existing Customer,44,F,3,High School,Married,Less than $40K,Blue,31,3,3,4,4985,1379,3606,0.896,4222,61,0.605,0.277
711843708,Attrited Customer,61,F,0,Graduate,Divorced,Less than $40K,Blue,36,2,3,3,2125,0,2125,0.654,2860,38,0.727,0
711349083,Existing Customer,47,F,4,Doctorate,Married,Less than $40K,Blue,28,3,2,4,4012,0,4012,1.073,2962,60,0.765,0
780833058,Existing Customer,46,M,2,High School,Married,$40K - $60K,Blue,32,4,3,2,2619,2271,348,0.61,3835,60,0.818,0.867
769962933,Existing Customer,40,F,3,Graduate,Single,Less than $40K,Blue,34,4,1,4,6728,1192,5536,0.687,5244,75,0.471,0.177
719095533,Existing Customer,47,F,4,Uneducated,Married,$40K - $60K,Blue,39,3,3,3,2680,1652,1028,1.132,3382,58,0.758,0.616
709718058,Existing Customer,52,F,4,Uneducated,Single,Less than $40K,Blue,36,5,1,4,2936,2181,755,0.478,4650,78,0.625,0.743
819151083,Existing Customer,46,M,5,High School,Single,$60K - $80K,Blue,41,3,3,4,7478,1775,5703,0.54,4042,79,0.491,0.237
770778108,Existing Customer,49,M,4,Post-Graduate,Married,$60K - $80K,Blue,35,4,2,3,2527,1419,1108,0.797,3585,68,0.943,0.562
710376708,Existing Customer,50,F,5,Uneducated,Single,Less than $40K,Blue,33,4,3,3,2837,1377,1460,0.564,3928,54,0.8,0.485
718366983,Existing Customer,40,M,3,Graduate,Married,$80K - $120K,Blue,31,6,2,4,18584,2446,16138,0.76,3504,64,0.882,0.132
714549558,Attrited Customer,41,F,2,Graduate,Married,$40K - $60K,Blue,32,3,2,2,9576,0,9576,0.817,2362,49,0.4,0
822955008,Attrited Customer,63,M,1,Graduate,Single,$60K - $80K,Blue,56,3,3,2,9569,0,9569,0.94,2287,49,0.581,0
779597133,Existing Customer,55,M,1,Graduate,Single,$80K - $120K,Blue,44,4,3,2,2663,1784,879,0.785,4317,81,0.929,0.67
758426583,Existing Customer,51,F,2,Post-Graduate,Married,Less than $40K,Blue,44,3,3,4,1438.3,1031,407.3,0.582,3308,72,0.674,0.717
716805408,Existing Customer,52,M,3,Doctorate,Married,$60K - $80K,Blue,40,6,2,2,5376,804,4572,0.51,4511,74,0.682,0.15
778968408,Existing Customer,39,M,2,Doctorate,Single,$60K - $80K,Blue,27,4,1,3,5341,0,5341,0.771,1955,47,0.808,0
827117808,Attrited Customer,45,M,1,Graduate,Single,$60K - $80K,Blue,41,2,3,2,9904,2513,7391,0,1152,28,0,0.254
804462633,Attrited Customer,43,F,3,High School,Divorced,Less than $40K,Blue,38,3,3,3,7084,0,7084,0.523,2287,44,0.294,0
709321908,Attrited Customer,47,M,3,High School,Single,$80K - $120K,Blue,29,2,2,3,7498,2319,5179,0.484,1676,51,0.759,0.309
714907908,Existing Customer,51,F,0,High School,Married,$40K - $60K,Blue,40,6,2,2,5450,1674,3776,0.588,3722,77,0.711,0.307
711964533,Existing Customer,44,M,3,College,Married,$40K - $60K,Blue,36,3,3,2,6111,2517,3594,0.733,4155,68,0.659,0.412
717983058,Existing Customer,41,F,3,Graduate,Married,$40K - $60K,Blue,29,5,1,3,1982,1068,914,0.881,3058,58,0.871,0.539
709587783,Existing Customer,39,M,4,Post-Graduate,Single,$60K - $80K,Silver,36,6,3,3,25133,0,25133,0.461,4033,73,0.327,0
709804533,Existing Customer,40,M,4,Uneducated,Single,$120K +,Blue,34,3,1,3,17818,1451,16367,0.632,3973,74,0.451,0.081
712076358,Existing Customer,46,M,3,High School,Single,$120K +,Blue,34,5,3,2,5155,868,4287,0.882,3535,57,1.111,0.168
779689233,Existing Customer,50,M,3,Graduate,Single,$40K - $60K,Blue,33,3,1,2,2798,1291,1507,0.708,2903,69,0.683,0.461
716393958,Existing Customer,43,M,3,High School,Single,$80K - $120K,Blue,34,4,2,0,28262,1483,26779,0.668,3855,66,0.61,0.052
770708133,Existing Customer,47,F,5,High School,Single,Less than $40K,Blue,33,5,2,2,2169,1330,839,0.905,3833,64,1.065,0.613
766131033,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,29,6,3,3,3767,976,2791,1.021,3163,60,0.818,0.259
719816583,Attrited Customer,46,M,3,Doctorate,Married,$120K +,Blue,38,3,2,2,8989,552,8437,0.699,2309,49,0.633,0.061
715376508,Existing Customer,47,F,5,Graduate,Married,Less than $40K,Blue,42,3,5,1,2838,2517,321,0.625,3493,65,0.711,0.887
778340733,Existing Customer,44,F,3,College,Married,$40K - $60K,Blue,24,3,1,4,8495,1537,6958,0.919,1950,31,0.938,0.181
812501358,Existing Customer,46,F,4,Post-Graduate,Divorced,Less than $40K,Blue,41,4,1,1,1752,611,1141,0.465,4864,76,0.462,0.349
718961208,Existing Customer,43,F,3,College,Single,Less than $40K,Blue,32,5,3,3,4204,0,4204,1.073,3799,85,0.604,0
814459833,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,37,5,3,4,8017,0,8017,0.539,3042,55,0.528,0
720363258,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,29,3,3,3,2778,1640,1138,0.82,4007,75,0.705,0.59
713004933,Attrited Customer,40,M,3,High School,Married,$60K - $80K,Blue,27,3,2,1,6813,2332,4481,0.58,2634,51,0.378,0.342
712011633,Existing Customer,40,F,2,Doctorate,Single,$40K - $60K,Blue,36,6,1,3,2797,850,1947,0.953,3652,64,1.37,0.304
708225483,Existing Customer,47,M,4,Graduate,Married,$80K - $120K,Blue,36,3,2,4,11242,1561,9681,0.829,4246,81,0.8,0.139
789150633,Existing Customer,50,F,3,Graduate,Married,Less than $40K,Blue,38,6,3,2,3026,1888,1138,0.762,3687,58,0.812,0.624
710809083,Existing Customer,37,F,4,College,Married,Less than $40K,Blue,36,6,3,1,1438.3,787,651.3,0.914,4587,58,0.568,0.547
787669233,Existing Customer,51,M,2,Doctorate,Single,$80K - $120K,Blue,41,3,3,2,34516,1046,33470,1.001,3435,76,0.727,0.03
708119658,Existing Customer,49,F,4,Graduate,Married,$40K - $60K,Blue,38,4,2,1,12836,1034,11802,0.663,2519,53,0.472,0.081
765940683,Existing Customer,37,M,3,Uneducated,Single,$80K - $120K,Blue,30,5,2,2,11277,1747,9530,0.503,2033,56,0.867,0.155
719732433,Existing Customer,54,M,2,Graduate,Single,$60K - $80K,Blue,36,5,3,1,12815,1017,11798,0.532,3771,78,0.66,0.079
715491483,Existing Customer,44,M,2,Graduate,Divorced,$120K +,Blue,36,5,2,0,24016,0,24016,0.748,3693,62,0.722,0
783381933,Existing Customer,43,M,4,Uneducated,Married,$60K - $80K,Blue,37,4,1,3,3482,1942,1540,0.926,3512,63,0.853,0.558
719536608,Existing Customer,49,F,3,Graduate,Single,Less than $40K,Blue,36,4,5,1,2285,1931,354,0.69,4944,78,0.66,0.845
720753183,Existing Customer,48,M,2,Post-Graduate,Married,$40K - $60K,Blue,36,4,3,2,9617,2035,7582,1.004,4247,76,0.854,0.212
714505683,Existing Customer,51,M,4,Uneducated,Divorced,$80K - $120K,Blue,38,5,3,2,34516,0,34516,0.506,3250,63,0.658,0
711942783,Existing Customer,41,F,3,High School,Married,Less than $40K,Blue,28,3,1,3,2354,1909,445,0.833,4048,61,0.848,0.811
714031983,Existing Customer,41,F,3,High School,Single,Less than $40K,Silver,36,6,1,3,11533,1418,10115,0.546,4038,63,0.615,0.123
711372258,Existing Customer,59,M,1,College,Single,$40K - $60K,Blue,51,4,2,2,5042,1002,4040,1.108,2897,62,0.632,0.199
710825658,Existing Customer,37,F,3,Uneducated,Single,Less than $40K,Blue,29,5,3,2,2584,1614,970,0.675,4045,78,0.733,0.625
714097683,Attrited Customer,55,F,2,Graduate,Married,$40K - $60K,Blue,49,3,3,4,1809,0,1809,0.569,2123,44,0.571,0
720568083,Existing Customer,40,M,2,Graduate,Divorced,$60K - $80K,Blue,36,5,2,4,8624,0,8624,0.574,2428,53,0.893,0
778710783,Existing Customer,45,M,3,High School,Divorced,$80K - $120K,Blue,26,3,2,2,18410,974,17436,0.857,3778,83,0.694,0.053
711043983,Existing Customer,44,M,3,High School,Single,$80K - $120K,Blue,29,6,3,1,34516,1259,33257,0.547,3275,67,0.595,0.036
716438433,Existing Customer,41,M,1,Doctorate,Married,$80K - $120K,Blue,32,4,3,3,10130,1449,8681,0.819,4002,66,0.571,0.143
718677858,Existing Customer,39,M,1,College,Married,Less than $40K,Blue,27,4,2,2,2283,1053,1230,0.854,4571,72,0.756,0.461
720259308,Existing Customer,39,M,3,High School,Single,$80K - $120K,Blue,30,5,3,3,6347,569,5778,0.668,3927,82,0.577,0.09
720286908,Existing Customer,50,M,3,Uneducated,Married,$40K - $60K,Blue,40,5,2,2,3469,0,3469,0.956,3680,80,0.951,0
789893808,Existing Customer,52,M,3,Graduate,Divorced,$120K +,Silver,42,6,2,3,34516,1230,33286,0.608,2100,38,0.407,0.036
772472208,Existing Customer,50,M,1,Uneducated,Married,$60K - $80K,Blue,40,6,1,4,4092,996,3096,0.644,2298,48,0.655,0.243
710218233,Existing Customer,43,F,3,High School,Single,$40K - $60K,Blue,35,4,3,3,2297,1044,1253,0.591,3161,65,0.711,0.455
812956983,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Blue,46,6,3,3,3458,1989,1469,0.707,3409,59,1.034,0.575
780241758,Existing Customer,59,M,1,High School,Single,$60K - $80K,Blue,45,4,2,4,3943,2517,1426,0.467,3527,59,0.788,0.638
716461683,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Silver,36,5,3,1,11884,1339,10545,0.556,4134,72,1,0.113
714622833,Existing Customer,47,M,3,Uneducated,Single,$80K - $120K,Blue,36,5,3,2,26058,1664,24394,0.916,3489,58,0.611,0.064
712115958,Existing Customer,47,F,3,Uneducated,Single,Less than $40K,Blue,38,5,3,4,2808,2264,544,0.544,3562,74,0.682,0.806
714548733,Existing Customer,35,M,0,College,Single,$80K - $120K,Silver,16,6,3,3,34516,0,34516,0.524,2655,64,0.829,0
719523108,Existing Customer,61,M,0,Post-Graduate,Single,$60K - $80K,Blue,36,6,2,3,11236,576,10660,0.637,4253,80,0.6,0.051
710881008,Existing Customer,42,M,3,High School,Single,$80K - $120K,Blue,29,3,1,1,6380,1238,5142,0.903,4119,66,0.61,0.194
715098333,Existing Customer,52,M,2,High School,Single,$120K +,Blue,43,3,2,3,34516,761,33755,0.916,4313,82,0.547,0.022
708211383,Existing Customer,35,F,3,Graduate,Single,Less than $40K,Blue,27,3,3,3,2664,0,2664,0.731,3906,74,0.574,0
715054683,Existing Customer,50,M,2,Uneducated,Single,$80K - $120K,Blue,42,3,3,4,1645,0,1645,0.771,3838,60,0.463,0
710670633,Existing Customer,40,M,4,High School,Married,$60K - $80K,Blue,36,6,3,3,5797,1779,4018,0.785,2131,33,0.571,0.307
784560258,Existing Customer,45,M,1,Uneducated,Divorced,$60K - $80K,Blue,39,4,2,0,21721,1247,20474,0.657,3937,63,0.658,0.057
710871108,Existing Customer,45,M,5,Uneducated,Divorced,$60K - $80K,Silver,36,4,2,4,31756,1459,30297,0.687,4759,70,0.556,0.046
787770858,Existing Customer,43,M,4,Graduate,Single,$80K - $120K,Blue,32,3,2,3,8333,774,7559,0.984,3889,81,0.723,0.093
721104708,Attrited Customer,41,F,3,Post-Graduate,Single,Less than $40K,Blue,36,1,3,1,2067,1966,101,0.91,3033,41,0.708,0.951
803028858,Attrited Customer,38,F,2,Graduate,Single,Less than $40K,Blue,32,2,3,3,3775,0,3775,0.581,2031,36,0.385,0
716628633,Existing Customer,41,M,4,Uneducated,Single,$80K - $120K,Blue,33,6,3,3,4388,1519,2869,0.787,4406,74,0.574,0.346
770135358,Existing Customer,46,F,1,Graduate,Married,Less than $40K,Blue,40,6,2,2,5157,1485,3672,0.699,4417,77,0.711,0.288
719301258,Existing Customer,61,M,0,Post-Graduate,Single,$40K - $60K,Silver,42,4,3,2,15939,0,15939,0.791,3982,68,0.943,0
710839308,Existing Customer,34,F,2,High School,Single,Less than $40K,Blue,21,6,1,3,5015,1671,3344,0.689,3161,77,0.878,0.333
768687183,Existing Customer,54,F,1,College,Single,Less than $40K,Blue,48,3,1,4,2440,1083,1357,0.907,3017,53,0.71,0.444
720541758,Existing Customer,45,F,4,College,Divorced,Less than $40K,Blue,39,5,1,2,4948,1655,3293,0.562,3711,64,0.524,0.334
712263258,Existing Customer,49,F,2,Uneducated,Married,Less than $40K,Blue,38,6,3,3,2468,0,2468,1.057,3371,62,0.676,0
712751133,Attrited Customer,42,M,3,Doctorate,Single,$60K - $80K,Blue,35,3,3,3,11328,1369,9959,0.585,1829,42,0.312,0.121
719260608,Existing Customer,38,M,3,Uneducated,Single,$60K - $80K,Silver,31,5,3,2,34516,1566,32950,1.106,3961,53,0.893,0.045
803319633,Existing Customer,51,F,2,High School,Married,Less than $40K,Blue,45,4,3,2,3183,1358,1825,0.657,3988,81,0.688,0.427
708170508,Attrited Customer,38,M,2,Graduate,Married,$60K - $80K,Blue,36,2,3,2,1438.3,0,1438.3,0.461,1651,42,0.5,0
711891933,Existing Customer,47,M,3,High School,Married,$80K - $120K,Blue,40,3,3,3,12945,1582,11363,0.496,3369,59,0.788,0.122
802875333,Existing Customer,51,M,1,High School,Single,$60K - $80K,Blue,45,3,3,4,2458,0,2458,0.819,3377,54,0.929,0
719991783,Existing Customer,40,M,2,High School,Married,$80K - $120K,Silver,36,5,3,0,34516,2183,32333,0.739,3644,67,0.634,0.063
718063083,Existing Customer,40,M,2,Graduate,Married,$40K - $60K,Blue,31,6,1,2,6500,2025,4475,0.656,4738,82,0.673,0.312
710713608,Existing Customer,60,M,0,Uneducated,Single,$80K - $120K,Blue,36,6,3,2,24528,2396,22132,0.81,4070,67,0.718,0.098
719770158,Attrited Customer,54,F,3,Post-Graduate,Single,Less than $40K,Blue,49,1,4,3,8516,0,8516,0.549,2189,37,0.276,0
712283808,Existing Customer,50,F,3,High School,Married,Less than $40K,Silver,40,5,2,2,10062,1149,8913,0.76,1964,44,0.467,0.114
779737233,Existing Customer,51,M,1,Graduate,Married,$60K - $80K,Blue,35,3,3,2,9589,628,8961,0.695,3971,66,0.784,0.065
736552308,Existing Customer,48,F,4,Graduate,Married,Less than $40K,Blue,41,3,1,3,3521,672,2849,0.655,3291,65,0.757,0.191
804708633,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,39,3,2,2,7323,0,7323,0.518,4666,87,0.776,0
716271183,Attrited Customer,45,F,2,Uneducated,Single,Less than $40K,Blue,37,3,2,2,8924,0,8924,0.547,1720,42,0.4,0
712442508,Existing Customer,52,F,4,Post-Graduate,Married,Less than $40K,Blue,37,6,3,4,1438.3,783,655.3,0.733,3464,70,0.795,0.544
719165508,Existing Customer,48,F,3,Graduate,Married,$40K - $60K,Silver,40,5,3,4,18965,2262,16703,0.592,3066,69,0.816,0.119
826467333,Existing Customer,57,M,1,High School,Single,$80K - $120K,Blue,53,4,1,3,7976,585,7391,0.925,4082,74,0.682,0.073
713764458,Existing Customer,53,M,2,Graduate,Single,$120K +,Blue,36,5,2,3,10620,2090,8530,0.88,3453,68,0.838,0.197
816261858,Attrited Customer,61,M,0,Graduate,Single,$40K - $60K,Blue,56,2,5,4,3984,2245,1739,0.612,1821,39,0.696,0.564
710850633,Existing Customer,65,M,0,High School,Single,$40K - $60K,Blue,53,3,2,2,2507,1613,894,1.082,3325,67,0.675,0.643
785119833,Existing Customer,40,M,3,College,Divorced,$60K - $80K,Blue,34,3,3,3,19666,1180,18486,0.898,3391,54,0.636,0.06
716780283,Existing Customer,39,M,2,Uneducated,Single,$40K - $60K,Blue,19,4,3,3,6628,1735,4893,0.587,4050,89,0.935,0.262
716546283,Existing Customer,39,M,3,Graduate,Married,$60K - $80K,Blue,36,6,3,4,13049,943,12106,0.686,3944,72,0.674,0.072
721308033,Attrited Customer,45,F,2,Post-Graduate,Single,Less than $40K,Blue,37,3,3,1,3036,2517,519,0.882,2609,42,0.615,0.829
779270883,Existing Customer,48,M,4,High School,Married,$60K - $80K,Blue,30,6,3,3,16575,0,16575,0.76,3982,77,0.878,0
822061683,Existing Customer,38,M,1,Graduate,Single,$60K - $80K,Blue,34,5,3,4,23391,1977,21414,0.558,4106,85,0.809,0.085
710058033,Existing Customer,51,M,0,Uneducated,Divorced,$120K +,Blue,41,4,1,0,23898,0,23898,0.486,3781,66,0.61,0
712943508,Existing Customer,48,F,5,Graduate,Married,Less than $40K,Blue,36,5,3,0,6921,1023,5898,0.816,4608,79,0.927,0.148
816263808,Existing Customer,47,M,1,Graduate,Single,$80K - $120K,Blue,31,4,1,2,18026,755,17271,0.931,2760,56,1,0.042
714162033,Existing Customer,45,F,3,Post-Graduate,Divorced,Less than $40K,Blue,28,3,4,3,5216,1519,3697,0.887,3434,49,0.69,0.291
711238908,Existing Customer,65,F,0,Uneducated,Single,Less than $40K,Blue,54,6,5,2,7699,1758,5941,0.641,5103,62,0.771,0.228
713971608,Existing Customer,49,M,4,Uneducated,Married,Less than $40K,Blue,39,6,1,4,7232,1830,5402,1.002,4337,71,0.543,0.253
716911608,Existing Customer,48,M,4,Graduate,Single,$80K - $120K,Blue,36,4,1,4,1536,1017,519,0.589,3816,71,0.449,0.662
822898758,Existing Customer,44,F,5,Post-Graduate,Married,Less than $40K,Blue,40,3,3,4,4453,973,3480,0.908,3239,66,0.65,0.219
712085733,Existing Customer,45,M,4,Graduate,Married,$120K +,Blue,36,5,2,3,34516,880,33636,0.687,3491,64,0.455,0.025
780074733,Existing Customer,42,F,1,Doctorate,Married,Less than $40K,Blue,27,5,3,3,1840,1565,275,0.95,4518,72,0.5,0.851
710182383,Existing Customer,44,M,3,Uneducated,Divorced,$80K - $120K,Blue,13,4,2,3,17846,1568,16278,1.064,3626,77,0.878,0.088
713418558,Existing Customer,46,F,3,Graduate,Divorced,Less than $40K,Blue,37,6,1,0,9013,0,9013,0.597,3819,71,0.614,0
711546333,Existing Customer,46,M,3,Uneducated,Married,Less than $40K,Blue,38,4,3,1,7958,1559,6399,0.726,4962,72,0.714,0.196
721513833,Existing Customer,35,M,0,High School,Divorced,$40K - $60K,Blue,36,6,3,2,5619,1504,4115,0.775,2808,72,0.6,0.268
771669183,Existing Customer,49,M,1,Graduate,Married,$60K - $80K,Blue,37,5,1,4,4854,1212,3642,0.308,3651,70,0.556,0.25
713453733,Existing Customer,45,F,2,Uneducated,Single,$40K - $60K,Blue,37,6,1,3,2529,1654,875,0.528,3428,84,0.68,0.654
711419133,Existing Customer,56,M,4,Graduate,Single,Less than $40K,Blue,36,3,2,3,3057,1077,1980,0.934,4449,77,0.878,0.352
710691633,Existing Customer,58,F,1,High School,Married,Less than $40K,Blue,43,4,1,4,1957,1152,805,0.899,4546,78,0.5,0.589
771215583,Existing Customer,39,M,3,High School,Single,$60K - $80K,Blue,26,6,1,4,24534,1475,23059,0.528,3505,60,0.935,0.06
711012783,Attrited Customer,43,M,4,Graduate,Single,$120K +,Blue,36,1,3,4,33384,0,33384,0.631,2066,46,0.769,0
827408058,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,40,6,2,2,2232,2002,230,1.107,3803,68,0.511,0.897
713904708,Existing Customer,40,F,3,Graduate,Married,Less than $40K,Blue,36,6,1,3,7582,1942,5640,0.823,4926,85,0.635,0.256
807596358,Existing Customer,49,M,2,Uneducated,Married,$80K - $120K,Blue,44,6,2,2,13884,1204,12680,0.575,4650,70,0.556,0.087
717888108,Existing Customer,47,F,3,Doctorate,Single,$40K - $60K,Blue,35,3,3,2,2872,2517,355,0.606,3635,62,0.824,0.876
716853258,Existing Customer,64,M,1,Graduate,Single,Less than $40K,Blue,45,5,3,2,4417,0,4417,0.904,4253,72,0.895,0
719455083,Existing Customer,48,F,3,Uneducated,Single,Less than $40K,Blue,39,4,3,4,2991,1508,1483,0.703,3734,64,0.882,0.504
779299233,Existing Customer,52,F,3,Graduate,Single,Less than $40K,Silver,34,3,2,2,13109,1375,11734,0.742,3563,73,0.553,0.105
708887433,Existing Customer,65,M,0,Graduate,Single,Less than $40K,Blue,56,6,1,3,2717,0,2717,0.736,3150,59,0.475,0
713214558,Existing Customer,52,M,2,Graduate,Married,$60K - $80K,Blue,41,4,3,3,2628,2195,433,0.635,3608,68,0.417,0.835
718038483,Existing Customer,42,M,3,Uneducated,Single,$80K - $120K,Blue,35,5,1,4,16054,0,16054,0.446,3449,75,0.705,0
714053358,Existing Customer,37,M,2,High School,Single,$40K - $60K,Blue,31,6,3,4,3216,0,3216,0.683,4039,81,1.077,0
713730933,Attrited Customer,53,F,4,Graduate,Married,Less than $40K,Blue,36,2,3,5,1438.3,0,1438.3,0.314,1739,44,0.467,0
713079108,Existing Customer,51,F,0,Graduate,Married,Less than $40K,Blue,42,5,3,2,1858,925,933,1.056,3660,72,0.6,0.498
804426858,Existing Customer,35,F,1,Uneducated,Married,Less than $40K,Blue,30,3,2,1,2593,1660,933,0.562,1974,33,1.062,0.64
788379933,Existing Customer,41,M,3,Doctorate,Single,$60K - $80K,Blue,34,5,3,2,12420,0,12420,0.709,4422,70,0.628,0
713740533,Existing Customer,41,M,3,Graduate,Single,$60K - $80K,Blue,29,5,3,3,2775,1664,1111,0.809,2478,52,0.926,0.6
712235433,Attrited Customer,43,F,1,Graduate,Single,Less than $40K,Blue,36,2,3,2,2886,0,2886,0.587,2326,50,0.429,0
714594933,Existing Customer,44,F,2,Graduate,Divorced,Less than $40K,Blue,36,6,3,0,7065,990,6075,0.503,3758,65,0.711,0.14
827114058,Existing Customer,46,M,4,Post-Graduate,Married,$60K - $80K,Blue,42,6,2,1,11634,0,11634,0.52,4447,74,0.574,0
708654933,Attrited Customer,51,F,2,Doctorate,Married,Less than $40K,Platinum,42,3,2,3,15987,193,15794,0.435,2021,46,0.394,0.012
718834233,Existing Customer,38,F,2,College,Single,Less than $40K,Blue,21,4,1,2,6899,0,6899,0.771,3848,71,0.69,0
719196858,Existing Customer,50,M,2,Graduate,Married,$60K - $80K,Blue,39,4,1,4,6508,2276,4232,1.008,4254,77,0.711,0.35
718735908,Attrited Customer,47,M,4,Graduate,Single,$120K +,Blue,35,3,4,3,7015,0,7015,0.456,1799,51,0.645,0
789339633,Existing Customer,51,M,2,Uneducated,Divorced,$120K +,Blue,41,4,2,3,30560,0,30560,0.721,3736,55,0.719,0
713639058,Attrited Customer,49,M,3,High School,Married,$60K - $80K,Blue,34,6,3,3,1511,0,1511,0.432,1329,35,0.591,0
718317258,Existing Customer,54,F,3,Uneducated,Single,Less than $40K,Blue,47,3,3,3,7477,1960,5517,1.008,3618,76,0.583,0.262
720362058,Attrited Customer,57,M,2,Uneducated,Single,$60K - $80K,Silver,49,4,3,3,32182,0,32182,0.52,1937,46,0.704,0
712606158,Existing Customer,47,M,4,Uneducated,Married,$60K - $80K,Blue,42,4,1,2,5715,1214,4501,0.858,3685,63,0.658,0.212
710673558,Existing Customer,37,M,1,High School,Single,$60K - $80K,Blue,21,3,2,2,21952,1600,20352,0.878,4087,70,0.628,0.073
721313808,Existing Customer,50,M,1,Doctorate,Single,$80K - $120K,Blue,41,6,1,2,2826,1741,1085,0.669,4488,73,0.825,0.616
778924158,Existing Customer,45,F,2,High School,Single,Less than $40K,Blue,26,4,3,4,1438.3,0,1438.3,0.71,3749,77,0.604,0
719602908,Attrited Customer,42,F,2,Post-Graduate,Single,$40K - $60K,Blue,34,3,3,3,5667,812,4855,0.62,2064,42,0.4,0.143
820383558,Existing Customer,45,M,4,High School,Married,$80K - $120K,Blue,40,6,2,3,6366,1344,5022,0.492,3258,58,0.758,0.211
717953283,Existing Customer,41,M,3,Graduate,Married,$60K - $80K,Blue,31,5,2,2,2122,1189,933,0.398,4379,45,1.143,0.56
710327508,Existing Customer,44,F,4,Uneducated,Single,Less than $40K,Blue,36,5,2,4,1687,1290,397,0.709,4247,87,0.706,0.765
811970808,Existing Customer,53,F,0,Graduate,Single,Less than $40K,Blue,48,4,3,3,5972,1885,4087,0.973,3491,65,0.711,0.316
718676283,Existing Customer,43,F,2,Uneducated,Married,Less than $40K,Blue,34,6,2,3,8771,1662,7109,0.555,3779,72,0.756,0.189
720439533,Existing Customer,64,F,0,Uneducated,Single,Less than $40K,Blue,36,3,1,3,7112,1358,5754,0.553,4951,73,0.587,0.191
793720908,Existing Customer,46,M,5,Uneducated,Single,$40K - $60K,Blue,40,6,2,2,7333,875,6458,0.807,3636,48,1.286,0.119
708937608,Existing Customer,37,F,4,High School,Single,Less than $40K,Blue,18,4,1,2,2001,1366,635,0.86,4590,66,0.571,0.683
769189083,Existing Customer,46,F,2,Graduate,Single,Less than $40K,Blue,40,4,2,4,1438.3,639,799.3,0.768,4427,85,0.735,0.444
713455233,Existing Customer,48,M,3,Graduate,Married,$80K - $120K,Blue,37,5,2,1,34516,1416,33100,0.491,4026,65,0.512,0.041
719563158,Existing Customer,48,M,2,High School,Married,$40K - $60K,Blue,36,6,3,2,4207,1921,2286,0.766,3850,75,0.562,0.457
753118533,Existing Customer,38,F,2,Doctorate,Single,Less than $40K,Blue,31,6,3,2,1555,986,569,0.865,4686,75,0.667,0.634
713265858,Existing Customer,44,M,3,Graduate,Married,$120K +,Blue,32,4,2,2,34516,1344,33172,0.523,4795,92,0.673,0.039
709713033,Attrited Customer,55,M,1,College,Single,$80K - $120K,Blue,48,3,3,3,6846,0,6846,0.62,1735,35,0.522,0
711608958,Existing Customer,50,M,1,Uneducated,Married,$40K - $60K,Blue,36,5,1,4,2071,1035,1036,0.754,4092,74,0.947,0.5
708633783,Attrited Customer,43,M,3,Uneducated,Single,$80K - $120K,Blue,30,3,2,4,11336,0,11336,0.691,1809,39,0.345,0
714532158,Existing Customer,55,M,1,Doctorate,Single,$60K - $80K,Blue,36,3,3,3,15221,1166,14055,0.839,3848,68,0.619,0.077
720950283,Attrited Customer,47,M,3,High School,Married,$80K - $120K,Blue,34,3,3,3,21359,0,21359,0.551,2064,63,0.853,0
809797158,Existing Customer,42,M,2,Uneducated,Single,$80K - $120K,Blue,37,3,3,4,19366,1592,17774,0.679,3627,66,1,0.082
713692683,Existing Customer,41,M,2,Uneducated,Married,$60K - $80K,Blue,13,4,2,2,2243,1944,299,0.942,3216,77,0.674,0.867
710748483,Existing Customer,56,F,1,High School,Single,Less than $40K,Blue,43,3,2,2,2923,1934,989,0.577,3861,68,0.7,0.662
720868683,Existing Customer,50,F,4,Uneducated,Single,$40K - $60K,Blue,22,5,2,3,7853,1343,6510,0.491,1814,37,0.37,0.171
787532808,Existing Customer,41,M,4,Post-Graduate,Married,$40K - $60K,Silver,30,6,3,3,16386,2236,14150,1.004,3293,66,0.833,0.136
712114458,Existing Customer,49,F,3,Uneducated,Married,Less than $40K,Blue,31,6,3,3,2960,1835,1125,0.532,3941,64,0.455,0.62
811013658,Existing Customer,41,M,2,High School,Married,$120K +,Blue,36,4,3,2,10816,871,9945,0.606,3221,68,0.581,0.081
789180933,Existing Customer,37,F,3,High School,Single,Less than $40K,Blue,26,3,1,2,2917,2216,701,0.81,4524,67,0.489,0.76
717151383,Existing Customer,44,F,1,Graduate,Married,Less than $40K,Blue,36,3,3,3,2568,1603,965,0.432,3616,85,0.545,0.624
712470033,Existing Customer,44,F,3,College,Single,Less than $40K,Blue,30,6,3,3,4539,2053,2486,0.705,2960,67,0.861,0.452
716039433,Existing Customer,48,F,2,High School,Single,Less than $40K,Blue,35,4,6,1,1686,1271,415,1.087,3445,64,0.73,0.754
710874933,Existing Customer,41,M,1,Graduate,Married,$80K - $120K,Blue,31,5,3,4,10239,2224,8015,0.545,2149,40,1.105,0.217
709229358,Existing Customer,46,F,5,Uneducated,Single,Less than $40K,Blue,38,6,1,4,2601,1604,997,0.853,4835,80,0.702,0.617
715016508,Attrited Customer,42,F,3,High School,Married,$40K - $60K,Blue,36,1,3,4,4527,0,4527,0.801,2441,37,0.37,0
818308533,Existing Customer,47,M,5,Post-Graduate,Married,Less than $40K,Blue,41,4,2,1,3532,0,3532,0.82,3162,56,0.6,0
760104333,Existing Customer,43,F,3,Graduate,Married,Less than $40K,Silver,36,6,2,2,11392,0,11392,0.821,3246,63,0.703,0
718201383,Existing Customer,49,M,1,College,Married,$60K - $80K,Blue,43,6,3,4,22036,1560,20476,0.555,2139,48,0.714,0.071
779450958,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,25,5,3,2,2772,1782,990,0.718,4739,88,0.796,0.643
717990183,Existing Customer,52,M,4,Uneducated,Married,$80K - $120K,Blue,36,5,2,2,7474,2444,5030,0.619,5100,79,0.717,0.327
710505483,Existing Customer,46,M,3,Uneducated,Married,$60K - $80K,Blue,36,4,3,3,11117,0,11117,0.814,3099,69,0.816,0
720964683,Existing Customer,60,M,0,High School,Single,$40K - $60K,Blue,36,5,3,2,5420,0,5420,0.81,3477,60,0.622,0
711478233,Existing Customer,38,F,1,Post-Graduate,Single,Less than $40K,Blue,26,4,1,3,2652,2496,156,0.561,3691,58,1.071,0.941
717096858,Existing Customer,51,M,2,Doctorate,Single,$40K - $60K,Blue,40,4,3,3,6492,719,5773,0.711,4828,78,0.529,0.111
719739108,Existing Customer,62,F,0,Graduate,Divorced,$40K - $60K,Blue,50,3,2,4,11352,2517,8835,0.751,4021,56,0.806,0.222
721501308,Existing Customer,41,M,3,High School,Single,Less than $40K,Blue,33,6,3,1,7015,918,6097,0.957,4410,70,0.591,0.131
714169083,Existing Customer,48,M,4,Post-Graduate,Single,$120K +,Blue,38,5,2,0,34516,1639,32877,0.688,4959,74,0.805,0.047
715365183,Existing Customer,51,F,1,College,Married,Less than $40K,Blue,42,4,2,2,2431,0,2431,0.886,3323,65,1.097,0
715448058,Existing Customer,42,F,1,College,Married,Less than $40K,Blue,36,6,4,1,3050,1824,1226,0.771,1973,50,1.381,0.598
779008158,Existing Customer,54,F,4,Graduate,Single,Less than $40K,Blue,43,3,1,4,2191,1655,536,1.008,4961,71,0.821,0.755
712822758,Existing Customer,52,F,3,Uneducated,Married,Less than $40K,Blue,33,6,3,3,5677,1403,4274,0.951,2730,58,0.758,0.247
717466158,Existing Customer,48,F,2,Doctorate,Married,Less than $40K,Blue,40,3,4,3,4176,1248,2928,0.434,4889,62,0.632,0.299
798687258,Existing Customer,40,M,4,Graduate,Married,Less than $40K,Blue,34,3,1,2,2577,1812,765,0.666,4134,62,0.824,0.703
717380133,Existing Customer,65,M,0,High School,Single,$40K - $60K,Blue,36,6,4,1,3305,1909,1396,0.371,4218,72,0.636,0.578
709693833,Existing Customer,47,M,4,Graduate,Married,$60K - $80K,Blue,34,6,3,0,9261,1605,7656,0.571,2468,44,0.419,0.173
804847308,Existing Customer,64,F,0,Graduate,Single,$40K - $60K,Blue,56,6,2,1,1564,0,1564,0.516,4018,69,0.605,0
781306758,Attrited Customer,58,M,2,Uneducated,Single,$80K - $120K,Blue,52,1,2,4,3091,2517,574,0.602,1844,49,0.633,0.814
743912958,Existing Customer,39,F,1,Graduate,Single,$40K - $60K,Blue,32,3,3,1,3812,1103,2709,0.757,4080,65,0.625,0.289
716630508,Existing Customer,58,M,3,High School,Married,$120K +,Blue,50,6,2,4,12698,2361,10337,0.799,4425,75,0.63,0.186
717442758,Existing Customer,51,F,4,High School,Married,$40K - $60K,Blue,43,5,3,2,8346,1452,6894,1.194,4141,79,0.612,0.174
711925608,Existing Customer,42,M,4,Graduate,Divorced,$80K - $120K,Blue,35,3,2,2,18274,1623,16651,0.681,3886,81,0.8,0.089
716931183,Existing Customer,45,M,5,Uneducated,Single,$80K - $120K,Blue,38,3,4,4,7560,788,6772,1.193,4296,68,0.7,0.104
710984133,Existing Customer,50,M,3,Uneducated,Single,$120K +,Blue,36,5,3,4,27876,557,27319,0.768,4654,88,0.66,0.02
780307233,Existing Customer,44,F,2,Post-Graduate,Married,Less than $40K,Blue,30,5,2,3,1924,1471,453,1.485,3521,58,1,0.765
716434533,Attrited Customer,40,M,3,High School,Married,$80K - $120K,Blue,36,2,3,4,29149,0,29149,0.615,2106,56,0.697,0
716138958,Existing Customer,50,F,1,Uneducated,Married,Less than $40K,Blue,33,6,4,4,3160,1180,1980,1,3740,68,0.7,0.373
709276908,Existing Customer,38,F,2,High School,Single,$40K - $60K,Blue,25,6,2,3,1438.3,0,1438.3,0.783,3990,75,0.596,0
815767983,Existing Customer,45,M,0,Graduate,Married,$60K - $80K,Blue,40,4,3,3,1438.3,0,1438.3,0.555,4869,66,0.737,0
712403358,Existing Customer,55,F,2,College,Single,$40K - $60K,Blue,35,4,4,4,1438.3,696,742.3,0.888,4307,76,0.9,0.484
717826308,Existing Customer,49,F,5,Uneducated,Married,Less than $40K,Blue,36,6,2,4,2331,1798,533,0.847,4061,66,0.692,0.771
753443583,Existing Customer,43,F,1,High School,Single,$40K - $60K,Blue,36,5,2,1,8156,0,8156,0.663,3992,73,0.553,0
713585958,Attrited Customer,48,F,4,College,Married,Less than $40K,Blue,36,2,3,2,5997,0,5997,0.406,1457,42,0.5,0
712866933,Existing Customer,51,M,2,Graduate,Married,$60K - $80K,Blue,32,6,3,4,10824,0,10824,0.962,3700,73,0.738,0
719219883,Existing Customer,47,M,2,Uneducated,Married,$60K - $80K,Blue,36,4,1,2,9300,769,8531,0.68,3651,67,0.718,0.083
779170008,Existing Customer,51,F,2,High School,Single,$40K - $60K,Blue,32,4,1,2,5351,0,5351,0.763,4596,78,0.5,0
779727558,Existing Customer,49,F,4,College,Single,Less than $40K,Blue,33,4,2,3,2097,1250,847,0.699,4148,71,0.543,0.596
714373308,Existing Customer,53,F,1,Graduate,Single,Less than $40K,Blue,46,6,4,4,2266,0,2266,0.565,3634,66,0.65,0
715000383,Existing Customer,55,M,3,Uneducated,Single,$80K - $120K,Blue,46,4,2,3,13598,852,12746,0.785,4047,76,0.81,0.063
710493558,Attrited Customer,46,F,1,Post-Graduate,Married,$40K - $60K,Blue,38,3,2,2,1803,0,1803,0.415,1979,37,0.321,0
778839108,Existing Customer,50,F,3,High School,Married,Less than $40K,Blue,31,3,1,4,6292,0,6292,0.515,3687,74,0.644,0
712545183,Existing Customer,51,F,4,Uneducated,Single,Less than $40K,Blue,37,4,4,2,1765,1487,278,0.738,3333,66,1,0.842
779032308,Existing Customer,46,M,3,High School,Married,$80K - $120K,Blue,27,4,2,3,4964,2316,2648,0.793,3279,66,0.941,0.467
717084708,Existing Customer,45,F,4,High School,Married,Less than $40K,Blue,34,6,4,1,2484,1543,941,0.703,3802,68,0.447,0.621
778247358,Existing Customer,65,M,1,Graduate,Single,Less than $40K,Blue,56,5,3,2,7636,0,7636,0.801,3880,67,0.811,0
710702733,Existing Customer,46,M,4,Graduate,Single,$80K - $120K,Blue,35,6,3,3,11096,0,11096,0.881,3949,69,0.683,0
715165758,Existing Customer,44,M,3,Post-Graduate,Married,$120K +,Blue,35,3,4,1,27391,587,26804,0.821,2862,56,1.24,0.021
773667708,Attrited Customer,50,M,1,Graduate,Divorced,$60K - $80K,Blue,44,3,4,3,7050,1008,6042,0.639,2176,39,0.56,0.143
717400533,Existing Customer,54,F,0,High School,Married,Less than $40K,Blue,45,5,2,2,2704,789,1915,1.039,4839,92,0.769,0.292
713586858,Existing Customer,40,M,3,Uneducated,Divorced,$80K - $120K,Blue,25,4,3,4,11721,1175,10546,0.779,4187,73,0.825,0.1
711877458,Existing Customer,51,F,3,College,Married,Less than $40K,Blue,36,6,2,2,1936,0,1936,0.705,4072,72,0.756,0
714351558,Existing Customer,64,F,0,Uneducated,Single,Less than $40K,Blue,36,3,2,1,1829,0,1829,0.576,3950,65,0.548,0
718509858,Existing Customer,46,M,3,Graduate,Married,$80K - $120K,Blue,37,3,1,4,4786,0,4786,0.789,4347,69,0.683,0
718540308,Existing Customer,44,M,2,High School,Single,$80K - $120K,Blue,36,5,3,0,22143,730,21413,0.871,4263,62,0.632,0.033
778180158,Existing Customer,44,M,4,Doctorate,Divorced,$80K - $120K,Blue,34,5,1,4,7150,1887,5263,0.455,3636,69,0.643,0.264
806947308,Attrited Customer,40,M,4,Post-Graduate,Married,$60K - $80K,Blue,35,3,4,3,20178,1553,18625,0.324,1735,44,0.375,0.077
710986758,Existing Customer,43,M,3,High School,Single,$60K - $80K,Blue,30,6,2,4,11550,1505,10045,1.034,3891,76,0.9,0.13
718220358,Attrited Customer,58,M,1,Graduate,Single,$120K +,Blue,36,2,3,4,28618,0,28618,0.685,1712,41,0.414,0
712656783,Attrited Customer,49,M,1,Graduate,Single,$120K +,Blue,36,3,4,3,8136,2517,5619,0.674,2179,40,0.429,0.309
717483558,Existing Customer,42,M,3,High School,Married,$120K +,Blue,36,3,1,2,19156,1353,17803,1.41,3547,61,0.649,0.071
721440633,Existing Customer,55,F,1,High School,Single,Less than $40K,Blue,36,5,2,3,7982,897,7085,0.778,4387,71,0.511,0.112
711423558,Existing Customer,60,F,1,Post-Graduate,Single,$40K - $60K,Blue,50,4,1,2,4606,0,4606,0.857,4181,63,1.032,0
721522533,Existing Customer,48,F,4,Graduate,Single,Less than $40K,Blue,35,6,3,2,2005,1143,862,0.824,4311,70,0.591,0.57
708558408,Existing Customer,50,M,3,High School,Single,$40K - $60K,Blue,31,5,3,3,9949,1597,8352,0.659,3776,83,0.596,0.161
714727833,Attrited Customer,41,F,2,Uneducated,Single,Less than $40K,Blue,36,2,2,3,2892,2517,375,0.777,2257,48,0.714,0.87
715856208,Existing Customer,47,M,3,Graduate,Single,$60K - $80K,Blue,36,5,4,3,1896,1119,777,0.671,4028,76,0.767,0.59
708944958,Existing Customer,47,M,2,Uneducated,Single,$60K - $80K,Blue,40,5,2,4,3569,1030,2539,1.09,4612,75,0.923,0.289
788350908,Existing Customer,38,M,3,Graduate,Single,$40K - $60K,Blue,31,3,1,3,5362,1110,4252,0.651,3548,69,0.5,0.207
818322033,Existing Customer,41,F,3,Graduate,Married,Less than $40K,Blue,36,6,6,4,2873,1247,1626,0.889,3943,80,0.702,0.434
716288958,Existing Customer,40,M,2,College,Married,$80K - $120K,Blue,36,3,4,3,7840,0,7840,0.726,4062,71,0.578,0
712347258,Existing Customer,43,F,2,Graduate,Married,Less than $40K,Blue,35,3,3,2,2209,0,2209,0.749,4419,68,0.619,0
779072733,Existing Customer,36,F,2,College,Married,Less than $40K,Blue,17,5,2,2,1971,0,1971,0.613,4979,77,0.571,0
710003958,Existing Customer,48,F,5,Post-Graduate,Married,Less than $40K,Blue,40,3,3,3,1438.3,665,773.3,0.75,4100,84,0.615,0.462
715287708,Existing Customer,41,F,4,Graduate,Married,$40K - $60K,Blue,33,6,3,2,6230,1173,5057,0.607,3769,77,0.54,0.188
713535033,Existing Customer,44,M,3,High School,Married,$80K - $120K,Blue,36,3,3,2,22243,1377,20866,0.567,3200,91,0.717,0.062
789293358,Existing Customer,46,F,3,Graduate,Married,Less than $40K,Blue,35,3,3,4,7578,1794,5784,0.62,5328,78,0.625,0.237
715974783,Existing Customer,53,M,1,Graduate,Married,$80K - $120K,Blue,40,4,3,3,4186,0,4186,0.888,4590,69,0.816,0
716134533,Existing Customer,44,M,4,College,Single,$80K - $120K,Blue,34,4,4,3,22074,0,22074,1.199,4406,80,0.739,0
708834483,Attrited Customer,46,M,2,Doctorate,Married,$80K - $120K,Blue,29,1,2,5,17667,0,17667,0.569,1775,42,0.556,0
780168333,Existing Customer,39,M,4,Graduate,Married,$120K +,Blue,28,3,2,3,26548,1829,24719,0.685,3450,83,1.024,0.069
711557508,Existing Customer,51,M,2,Graduate,Single,$60K - $80K,Blue,40,4,3,0,3532,764,2768,0.681,4066,74,0.574,0.216
765692658,Existing Customer,49,F,4,Graduate,Single,Less than $40K,Blue,42,4,3,4,2162,1882,280,0.934,3825,70,0.75,0.87
720598308,Attrited Customer,47,M,4,Uneducated,Single,$120K +,Blue,37,3,2,6,34516,1126,33390,0.575,1736,35,0.4,0.033
815353083,Attrited Customer,44,M,1,College,Divorced,$80K - $120K,Silver,39,2,3,2,34516,2361,32155,0.529,1853,36,0.385,0.068
720093333,Existing Customer,41,M,3,Post-Graduate,Divorced,$120K +,Blue,29,6,1,3,3491,2506,985,0.873,4855,79,0.58,0.718
717281658,Existing Customer,52,F,3,Graduate,Divorced,Less than $40K,Blue,41,3,3,4,6060,1687,4373,0.563,3953,65,0.711,0.278
712050933,Attrited Customer,48,M,4,College,Married,$80K - $120K,Blue,32,5,2,3,25190,0,25190,0.467,1533,41,0.323,0
787361583,Existing Customer,50,M,4,College,Divorced,$60K - $80K,Blue,44,4,2,3,13911,2160,11751,0.73,2204,60,0.667,0.155
709921158,Existing Customer,51,M,1,High School,Single,$60K - $80K,Blue,36,6,4,4,2281,1751,530,0.761,4241,76,0.854,0.768
714781908,Existing Customer,43,M,3,Graduate,Single,$60K - $80K,Blue,35,3,3,2,5652,548,5104,0.647,3710,70,0.458,0.097
715174983,Existing Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,36,4,4,4,2223,597,1626,0.572,3331,67,0.675,0.269
710863308,Existing Customer,48,M,4,Post-Graduate,Married,$40K - $60K,Blue,29,6,1,2,2916,1074,1842,0.774,4020,84,0.68,0.368
710592933,Existing Customer,44,F,2,Graduate,Married,Less than $40K,Blue,30,3,2,3,9598,1092,8506,0.6,2216,54,0.588,0.114
771881283,Existing Customer,42,M,1,Uneducated,Divorced,$60K - $80K,Blue,30,3,2,2,18570,1892,16678,0.748,4036,78,0.773,0.102
708687483,Attrited Customer,54,F,4,Graduate,Single,Less than $40K,Silver,36,3,2,3,13626,0,13626,0.411,1711,30,0.25,0
713184858,Existing Customer,58,F,2,High School,Single,Less than $40K,Blue,50,4,3,4,1438.3,818,620.3,0.917,4196,71,1.088,0.569
759127158,Existing Customer,48,M,3,College,Married,$40K - $60K,Blue,35,3,1,3,2592,0,2592,0.767,4177,85,0.771,0
780717483,Existing Customer,51,F,3,High School,Married,Less than $40K,Blue,40,6,3,3,7540,773,6767,0.688,4755,58,0.706,0.103
708507483,Existing Customer,43,F,3,College,Divorced,Less than $40K,Blue,31,6,4,3,1477,0,1477,0.756,4802,82,0.864,0
787617483,Existing Customer,58,F,0,Uneducated,Single,Less than $40K,Blue,48,6,2,4,2628,1542,1086,0.93,4335,76,0.727,0.587
816608808,Existing Customer,46,M,1,Graduate,Single,$80K - $120K,Blue,41,4,2,3,8916,0,8916,0.631,2773,62,0.676,0
768256908,Attrited Customer,45,M,3,Uneducated,Married,Less than $40K,Blue,39,3,3,4,8580,1636,6944,0.393,1880,37,0.233,0.191
811095483,Existing Customer,48,F,4,Graduate,Married,$40K - $60K,Silver,43,3,1,0,21163,2517,18646,0.569,1732,35,0.458,0.119
720168558,Existing Customer,39,F,0,Graduate,Married,Less than $40K,Blue,36,3,3,3,2936,0,2936,0.842,4876,74,0.542,0
719309133,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,51,3,3,4,1438.3,0,1438.3,0.798,3877,70,0.556,0
721451208,Attrited Customer,54,M,2,Graduate,Single,$60K - $80K,Silver,45,2,3,2,30540,0,30540,0.602,1980,36,0.8,0
772879158,Existing Customer,47,M,5,High School,Married,$60K - $80K,Blue,38,4,1,2,7357,1069,6288,0.77,3943,64,0.641,0.145
712934583,Existing Customer,44,F,4,Uneducated,Married,Less than $40K,Silver,36,6,3,0,11879,0,11879,0.735,3490,62,0.938,0
710088483,Existing Customer,52,M,3,Uneducated,Married,$80K - $120K,Blue,40,4,1,3,21877,1073,20804,0.908,3283,56,1,0.049
753534633,Existing Customer,42,M,3,High School,Single,$60K - $80K,Blue,35,4,3,3,7255,0,7255,0.9,3148,62,0.824,0
710932683,Existing Customer,55,F,2,High School,Single,Less than $40K,Blue,36,2,1,2,6394,0,6394,0.656,3470,69,0.917,0
714751158,Attrited Customer,49,M,2,High School,Divorced,$80K - $120K,Blue,36,4,2,4,34516,2517,31999,0.376,1789,48,0.455,0.073
718109808,Existing Customer,38,M,5,College,Single,$60K - $80K,Blue,25,4,3,0,5597,1118,4479,0.753,4599,89,0.648,0.2
713227233,Existing Customer,42,M,4,Graduate,Single,$80K - $120K,Blue,33,4,2,2,32535,0,32535,0.792,4374,79,0.795,0
718342158,Attrited Customer,38,F,4,Graduate,Single,Less than $40K,Blue,26,2,2,2,4391,1933,2458,0.579,1849,36,0.385,0.44
720755658,Existing Customer,42,F,2,Doctorate,Married,Less than $40K,Blue,32,6,6,0,1592,0,1592,0.745,4172,70,0.75,0
711795633,Existing Customer,65,M,0,Doctorate,Single,Less than $40K,Blue,52,3,3,4,3675,0,3675,0.664,3798,53,0.472,0
716654808,Attrited Customer,48,M,4,High School,Single,$120K +,Blue,39,3,4,4,24593,0,24593,0.777,2084,31,0.55,0
716564433,Attrited Customer,53,F,1,Graduate,Single,Less than $40K,Blue,36,3,2,4,4287,0,4287,0.294,1635,41,0.242,0
719530158,Existing Customer,57,M,1,Graduate,Single,$60K - $80K,Blue,44,3,3,2,9843,1273,8570,0.563,3677,66,0.571,0.129
710621283,Existing Customer,50,M,2,High School,Married,$60K - $80K,Blue,32,3,1,3,10733,783,9950,0.732,3910,66,0.65,0.073
716714733,Existing Customer,41,M,3,Graduate,Single,$80K - $120K,Blue,30,3,2,0,3460,955,2505,0.644,3642,69,0.769,0.276
720921408,Existing Customer,46,F,2,College,Single,Less than $40K,Blue,36,6,1,4,1996,1544,452,0.919,3760,69,0.683,0.774
789185508,Existing Customer,49,M,2,High School,Married,$60K - $80K,Blue,38,5,2,1,5536,756,4780,0.635,3918,70,0.628,0.137
721388283,Existing Customer,54,M,2,Post-Graduate,Single,$120K +,Blue,45,3,1,4,5597,0,5597,0.596,4844,58,0.871,0
716022258,Attrited Customer,51,F,3,College,Single,Less than $40K,Blue,36,3,3,3,8960,2222,6738,0.382,1853,40,0.333,0.248
789362058,Existing Customer,52,M,4,Uneducated,Married,$60K - $80K,Blue,42,3,2,0,5693,0,5693,0.928,4003,64,0.684,0
771460158,Existing Customer,43,M,3,Graduate,Single,Less than $40K,Blue,31,3,1,2,4098,1776,2322,0.673,3939,84,0.647,0.433
714147858,Existing Customer,44,M,3,High School,Single,$80K - $120K,Blue,35,3,3,4,18358,1044,17314,0.524,3920,85,0.491,0.057
708394908,Existing Customer,44,M,0,High School,Single,$40K - $60K,Blue,33,5,1,3,2337,1442,895,0.659,3945,65,0.548,0.617
778433283,Attrited Customer,51,M,3,High School,Married,$60K - $80K,Blue,31,3,3,3,8989,0,8989,0.47,2031,53,1.038,0
720637008,Existing Customer,51,F,2,Uneducated,Married,Less than $40K,Blue,43,6,2,3,2124,1426,698,0.966,3210,52,0.733,0.671
716877258,Existing Customer,55,F,3,Graduate,Single,Less than $40K,Blue,48,4,3,2,3968,1374,2594,0.703,4641,65,0.711,0.346
788760633,Existing Customer,53,M,3,Uneducated,Divorced,$60K - $80K,Blue,33,4,2,2,13513,1495,12018,0.505,3503,68,0.511,0.111
718602708,Existing Customer,43,M,3,Graduate,Single,$80K - $120K,Blue,33,3,3,2,16351,1541,14810,0.763,3475,82,0.673,0.094
712365483,Existing Customer,51,M,1,Graduate,Single,$60K - $80K,Blue,43,5,2,4,9619,1731,7888,0.712,3690,76,0.52,0.18
789154833,Existing Customer,56,M,3,High School,Single,$80K - $120K,Blue,44,5,2,0,19030,912,18118,0.894,4137,72,0.532,0.048
780336258,Existing Customer,55,F,1,Graduate,Single,Less than $40K,Blue,42,6,3,2,2517,1257,1260,0.834,4528,75,0.786,0.499
716567433,Existing Customer,41,F,4,Graduate,Married,$40K - $60K,Blue,36,3,2,3,3179,1229,1950,0.781,4337,82,1.05,0.387
718191483,Existing Customer,45,M,3,Graduate,Divorced,$60K - $80K,Blue,35,6,3,2,5065,1362,3703,0.68,3555,75,0.471,0.269
811527933,Attrited Customer,65,F,0,College,Single,Less than $40K,Silver,56,3,4,3,10885,1758,9127,0.8,2291,39,0.773,0.162
778617708,Attrited Customer,46,M,3,College,Married,$80K - $120K,Blue,26,6,2,3,1438.3,864,574.3,0.766,2299,40,0.481,0.601
785055108,Existing Customer,52,M,0,Graduate,Single,$60K - $80K,Blue,46,4,2,4,10817,1142,9675,0.722,3889,60,0.818,0.106
709124883,Existing Customer,49,M,3,College,Married,$80K - $120K,Blue,37,5,1,2,2149,1796,353,0.628,5228,93,0.661,0.836
772574283,Attrited Customer,50,F,2,Graduate,Married,$40K - $60K,Blue,40,3,1,4,7191,0,7191,0.565,1654,30,0.579,0
769927533,Existing Customer,50,F,1,High School,Married,Less than $40K,Blue,44,4,2,1,3222,1422,1800,0.662,4613,72,0.6,0.441
718545033,Existing Customer,27,F,0,Graduate,Married,Less than $40K,Blue,17,4,2,2,2042,1567,475,0.744,5146,78,0.733,0.767
714972558,Attrited Customer,37,F,2,Graduate,Single,Less than $40K,Blue,36,2,3,0,1610,0,1610,0.889,2729,45,0.406,0
716492583,Existing Customer,37,F,1,Uneducated,Single,Less than $40K,Blue,28,6,3,4,2388,1708,680,0.903,4539,89,0.745,0.715
766381908,Existing Customer,49,F,4,High School,Married,Less than $40K,Blue,42,4,1,4,2473,1263,1210,0.71,4597,80,0.6,0.511
719109783,Existing Customer,42,M,3,Uneducated,Married,$40K - $60K,Blue,32,3,3,2,13103,1809,11294,0.724,4323,72,0.5,0.138
796236258,Existing Customer,48,F,5,High School,Single,$40K - $60K,Blue,42,5,1,2,2465,1128,1337,0.613,4030,86,0.483,0.458
709700058,Existing Customer,52,F,2,Graduate,Single,$40K - $60K,Blue,33,5,2,2,6081,989,5092,1.222,4451,70,0.429,0.163
718851783,Existing Customer,49,M,1,High School,Married,$80K - $120K,Silver,37,4,3,2,34516,2386,32130,0.698,3924,65,0.512,0.069
709709283,Attrited Customer,38,M,3,College,Single,$40K - $60K,Blue,19,1,2,4,3458,321,3137,0.586,2256,40,0.29,0.093
711993258,Existing Customer,50,F,0,High School,Single,$40K - $60K,Blue,39,5,3,2,8264,2057,6207,0.821,4240,73,0.587,0.249
780105483,Attrited Customer,65,F,0,Uneducated,Single,Less than $40K,Blue,50,3,4,4,1697,377,1320,1.048,2799,49,0.485,0.222
718350033,Existing Customer,50,M,3,College,Single,$40K - $60K,Blue,36,3,2,2,3069,1881,1188,1.111,2909,58,1.522,0.613
715294083,Attrited Customer,46,M,2,College,Single,$80K - $120K,Blue,38,2,3,2,10309,0,10309,0.451,1760,40,0.6,0
710905908,Existing Customer,43,M,4,High School,Single,$60K - $80K,Blue,36,4,3,3,4983,1355,3628,0.66,1939,30,0.5,0.272
721387008,Existing Customer,42,M,4,Graduate,Married,$120K +,Blue,24,3,2,3,3103,1783,1320,0.479,4792,69,0.643,0.575
715411608,Existing Customer,45,F,3,High School,Single,$40K - $60K,Blue,36,3,1,1,1663,1112,551,0.588,2978,61,0.906,0.669
710598408,Existing Customer,55,F,0,Graduate,Single,Less than $40K,Blue,36,6,1,1,2695,0,2695,0.816,4557,94,0.843,0
713138433,Existing Customer,50,M,3,Graduate,Single,$60K - $80K,Blue,42,4,2,3,14782,1020,13762,0.683,3206,54,0.8,0.069
718819158,Existing Customer,54,F,3,Uneducated,Single,$40K - $60K,Blue,41,3,1,3,2488,2196,292,0.733,4361,75,0.63,0.883
720186258,Existing Customer,45,F,4,High School,Divorced,$40K - $60K,Blue,31,5,2,4,4701,1170,3531,0.547,4136,77,0.604,0.249
710197308,Existing Customer,39,F,2,Graduate,Married,Less than $40K,Blue,28,4,3,0,1438.3,0,1438.3,1.017,4089,73,0.872,0
817086783,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,27,4,3,2,2826,2162,664,0.924,2005,32,0.684,0.765
749211483,Existing Customer,52,F,0,College,Married,$40K - $60K,Blue,45,4,2,1,4597,1905,2692,0.906,4932,67,0.914,0.414
789749433,Existing Customer,33,F,1,Graduate,Married,Less than $40K,Blue,21,5,3,2,2591,2340,251,0.608,4730,82,0.708,0.903
715082133,Existing Customer,40,M,2,Graduate,Married,$40K - $60K,Blue,36,5,2,2,2494,1492,1002,0.744,3407,61,0.694,0.598
714946908,Existing Customer,61,M,1,Uneducated,Single,$40K - $60K,Blue,36,6,1,1,5039,1352,3687,0.797,3300,68,0.545,0.268
716711433,Attrited Customer,48,M,5,High School,Married,$40K - $60K,Blue,39,3,3,1,7897,157,7740,0.699,2270,46,0.394,0.02
720029508,Existing Customer,50,F,1,Graduate,Single,$40K - $60K,Blue,37,3,1,0,12064,1312,10752,0.462,4100,67,0.675,0.109
709227033,Existing Customer,53,M,3,Graduate,Single,$80K - $120K,Blue,46,5,2,3,9065,1548,7517,0.872,4030,73,0.78,0.171
719217483,Existing Customer,45,F,4,Doctorate,Married,Less than $40K,Blue,36,5,1,2,3240,1775,1465,0.754,4200,67,0.675,0.548
720479058,Existing Customer,50,F,1,Post-Graduate,Single,Less than $40K,Blue,39,4,2,2,1438.3,851,587.3,0.983,4379,64,0.829,0.592
711588708,Attrited Customer,50,F,2,Uneducated,Married,$40K - $60K,Blue,36,1,3,1,1438.3,458,980.3,0.613,1863,42,0.312,0.318
714492783,Attrited Customer,46,F,4,Uneducated,Married,Less than $40K,Blue,36,3,3,3,1438.3,0,1438.3,0.346,1517,38,0.407,0
797998158,Existing Customer,52,M,3,Uneducated,Single,$80K - $120K,Blue,46,4,1,2,4555,0,4555,1.031,3646,66,1.2,0
714021183,Existing Customer,54,M,4,Graduate,Single,$80K - $120K,Blue,36,4,2,3,30666,1046,29620,0.801,3709,66,0.886,0.034
780710433,Existing Customer,53,M,2,College,Single,$80K - $120K,Blue,42,4,2,2,1575,0,1575,1.32,4241,77,0.974,0
780068283,Existing Customer,53,M,1,Graduate,Single,$120K +,Blue,38,4,3,3,1891,922,969,0.812,3822,69,0.533,0.488
719930658,Existing Customer,40,M,4,Uneducated,Married,$120K +,Blue,24,4,2,2,16634,1946,14688,0.926,3455,72,1,0.117
714121083,Existing Customer,40,F,3,Graduate,Married,$40K - $60K,Blue,20,5,2,2,6247,1508,4739,1.01,5158,68,0.447,0.241
779210283,Existing Customer,36,M,3,Uneducated,Married,$40K - $60K,Blue,25,6,2,4,3645,2517,1128,0.749,4142,74,0.644,0.691
716230158,Existing Customer,35,F,3,Graduate,Married,$40K - $60K,Blue,36,4,1,4,7234,2000,5234,0.754,4272,83,0.596,0.276
708724908,Existing Customer,47,F,2,High School,Single,Less than $40K,Blue,35,4,2,3,2262,0,2262,0.806,4113,83,0.627,0
713804058,Existing Customer,45,F,4,College,Married,Less than $40K,Blue,36,5,2,3,4187,2199,1988,0.908,4647,81,0.884,0.525
718791708,Attrited Customer,48,M,2,High School,Married,$80K - $120K,Blue,32,1,2,4,16362,2268,14094,0.841,2228,37,0.85,0.139
785529708,Existing Customer,59,M,1,Graduate,Single,$120K +,Blue,53,6,2,2,34516,0,34516,0.711,4333,70,0.628,0
794528283,Existing Customer,44,M,4,College,Married,$60K - $80K,Blue,28,4,2,2,2748,878,1870,0.633,3383,67,0.558,0.32
794856033,Existing Customer,38,M,3,Post-Graduate,Married,$80K - $120K,Blue,32,3,2,3,5242,470,4772,0.805,4306,77,0.604,0.09
712939533,Existing Customer,43,M,5,Graduate,Married,$60K - $80K,Blue,35,4,3,0,21585,986,20599,0.631,3789,70,0.75,0.046
716556258,Existing Customer,50,F,3,Doctorate,Single,Less than $40K,Blue,39,6,1,3,9966,0,9966,0.966,4401,60,1.069,0
709742958,Existing Customer,45,M,5,High School,Married,$60K - $80K,Blue,37,3,1,3,15626,1148,14478,1.028,3386,65,0.711,0.073
772695033,Attrited Customer,47,M,5,High School,Single,$80K - $120K,Blue,37,3,4,4,18800,2517,16283,0.482,1575,23,0.211,0.134
714850158,Existing Customer,49,M,4,Graduate,Single,$80K - $120K,Blue,36,5,1,3,1963,1516,447,0.872,4150,75,0.744,0.772
708831858,Attrited Customer,43,F,3,Uneducated,Married,Less than $40K,Blue,30,1,3,4,4579,1506,3073,0.443,1915,44,0.375,0.329
718076733,Existing Customer,43,M,1,Graduate,Single,$60K - $80K,Silver,31,4,3,3,25824,1170,24654,0.684,3101,73,0.78,0.045
780006783,Attrited Customer,59,M,1,Uneducated,Single,$40K - $60K,Silver,49,3,2,2,15809,0,15809,0.992,3109,48,0.412,0
771342183,Attrited Customer,53,F,3,Graduate,Single,$40K - $60K,Blue,40,6,3,2,1625,0,1625,0.689,2314,43,0.433,0
712901283,Attrited Customer,53,F,2,Graduate,Single,$40K - $60K,Blue,36,2,3,2,2121,0,2121,0.618,1464,32,0.778,0
718473558,Attrited Customer,42,F,3,Doctorate,Single,Less than $40K,Blue,18,5,3,4,8668,0,8668,0.275,1402,38,0.31,0
743590608,Existing Customer,50,M,2,High School,Married,$60K - $80K,Blue,43,6,3,4,21869,950,20919,0.866,4233,71,0.775,0.043
788252358,Existing Customer,49,M,3,High School,Single,$60K - $80K,Blue,40,3,4,2,8190,1716,6474,0.781,3529,84,0.787,0.21
717740658,Existing Customer,55,F,2,College,Married,Less than $40K,Blue,45,5,2,4,1850,942,908,0.757,4134,78,0.625,0.509
714567708,Existing Customer,46,F,1,Uneducated,Divorced,Less than $40K,Blue,36,5,3,3,2483,2049,434,0.69,4421,74,0.51,0.825
709708233,Attrited Customer,49,F,3,Doctorate,Married,Less than $40K,Blue,29,3,4,2,7066,0,7066,0.479,1695,38,0.31,0
709957158,Existing Customer,48,M,4,High School,Married,$40K - $60K,Blue,40,5,1,2,2514,2251,263,0.852,3942,65,0.625,0.895
828288333,Existing Customer,50,M,0,Uneducated,Married,$60K - $80K,Blue,46,4,1,3,3640,659,2981,0.938,3756,70,0.842,0.181
709178733,Attrited Customer,50,F,2,Post-Graduate,Married,$40K - $60K,Blue,36,3,2,3,5527,1120,4407,0.442,2281,37,0.48,0.203
721325133,Existing Customer,45,M,2,College,Married,$80K - $120K,Blue,36,6,1,3,31625,0,31625,0.559,4503,77,0.674,0
816606333,Existing Customer,57,M,2,High School,Single,$80K - $120K,Blue,52,6,3,4,32409,0,32409,0.943,4218,66,0.571,0
717444558,Existing Customer,50,F,1,Graduate,Married,Less than $40K,Blue,38,4,1,3,2623,1714,909,0.807,5237,76,0.81,0.653
715474833,Existing Customer,37,M,2,College,Single,$80K - $120K,Blue,36,3,2,2,12944,1399,11545,0.507,4389,84,0.68,0.108
718271958,Existing Customer,54,M,2,Uneducated,Married,$60K - $80K,Blue,34,5,1,4,6401,1471,4930,0.655,4465,63,0.703,0.23
708924783,Existing Customer,43,M,3,Graduate,Divorced,$80K - $120K,Blue,36,4,1,0,5506,2129,3377,0.705,4024,62,0.55,0.387
717669483,Existing Customer,52,M,1,Graduate,Single,$80K - $120K,Blue,44,3,3,1,34516,0,34516,0.551,1737,38,0.9,0
809360883,Existing Customer,46,M,4,College,Single,$60K - $80K,Blue,41,3,1,1,17673,1783,15890,1.003,3160,59,1.36,0.101
719609433,Existing Customer,55,F,4,Uneducated,Divorced,$40K - $60K,Blue,43,5,3,2,1965,1525,440,0.855,4671,69,0.816,0.776
714537258,Existing Customer,48,M,3,Doctorate,Married,$60K - $80K,Blue,36,3,2,1,8876,1132,7744,0.844,3779,78,0.814,0.128
714680208,Existing Customer,50,F,1,High School,Married,Less than $40K,Blue,45,5,3,4,1652,1318,334,0.593,4533,69,0.533,0.798
715240683,Existing Customer,46,M,4,High School,Married,$80K - $120K,Blue,37,3,2,3,15535,1302,14233,0.461,3718,66,0.61,0.084
717368208,Attrited Customer,49,M,1,Graduate,Single,$120K +,Blue,36,6,2,4,26723,0,26723,0.716,2138,43,0.593,0
802662858,Existing Customer,55,F,2,Graduate,Divorced,Less than $40K,Blue,49,5,1,4,3949,2024,1925,0.667,3495,64,0.882,0.513
780206958,Existing Customer,49,M,4,Graduate,Married,$60K - $80K,Blue,39,3,2,2,5937,2120,3817,0.654,4228,70,0.75,0.357
711491283,Existing Customer,44,F,3,Doctorate,Married,Less than $40K,Blue,36,4,3,0,1975,1264,711,0.671,2959,63,0.8,0.64
720211533,Existing Customer,41,F,4,Uneducated,Married,Less than $40K,Blue,33,5,2,3,2888,821,2067,0.931,4713,77,1.026,0.284
715409733,Attrited Customer,47,F,4,College,Single,Less than $40K,Blue,36,2,2,3,2263,0,2263,0.752,2385,33,0.375,0
715732533,Attrited Customer,52,M,4,Graduate,Married,$60K - $80K,Blue,36,4,1,3,9375,1625,7750,0.532,2108,51,0.5,0.173
709101258,Attrited Customer,41,F,2,High School,Divorced,Less than $40K,Blue,28,4,2,2,1478,524,954,0.751,2180,46,0.643,0.355
708588408,Existing Customer,53,M,3,Uneducated,Single,$60K - $80K,Blue,36,6,2,2,6836,1607,5229,0.524,4421,74,0.542,0.235
717099408,Existing Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,29,6,3,2,10529,0,10529,0.729,4583,87,0.851,0
715155033,Existing Customer,61,M,0,High School,Single,$40K - $60K,Blue,49,6,1,4,2122,975,1147,0.807,5224,85,0.667,0.459
709338633,Attrited Customer,56,F,1,Graduate,Single,$40K - $60K,Blue,37,2,4,3,2339,0,2339,0.493,1542,45,0.607,0
741116058,Existing Customer,48,M,2,Graduate,Married,$40K - $60K,Blue,41,5,2,4,2582,1399,1183,0.559,2144,42,0.909,0.542
813755658,Existing Customer,60,M,1,Graduate,Single,$80K - $120K,Blue,55,6,2,1,11524,0,11524,0.682,3598,72,0.532,0
814219008,Existing Customer,65,M,1,Doctorate,Single,$40K - $60K,Blue,56,5,2,2,1456,867,589,0.725,3953,69,0.725,0.595
715182108,Existing Customer,51,F,3,High School,Married,Less than $40K,Blue,35,6,1,3,3025,1912,1113,0.674,4626,78,0.773,0.632
717078933,Existing Customer,40,F,5,Graduate,Single,Less than $40K,Blue,29,3,2,4,4205,2517,1688,0.652,4256,69,0.725,0.599
719491233,Existing Customer,55,M,1,College,Single,$120K +,Blue,42,6,2,3,3515,2517,998,1.051,4313,72,0.8,0.716
789520533,Existing Customer,52,M,2,Uneducated,Single,$120K +,Blue,44,6,3,2,26174,1864,24310,0.684,4551,65,0.667,0.071
714738033,Existing Customer,44,F,4,Graduate,Married,Less than $40K,Blue,25,5,3,2,1602,1044,558,0.781,5428,85,0.635,0.652
715093383,Existing Customer,49,F,2,College,Married,Less than $40K,Blue,41,3,1,3,2115,1598,517,0.934,4450,68,0.545,0.756
717195933,Attrited Customer,42,M,3,Graduate,Married,$60K - $80K,Blue,30,2,2,3,5298,0,5298,0.857,2431,37,0.542,0
747107508,Existing Customer,56,F,3,Graduate,Single,Less than $40K,Blue,49,4,3,1,2433,1947,486,0.816,4269,88,0.76,0.8
717920583,Existing Customer,60,F,1,Uneducated,Divorced,Less than $40K,Blue,49,5,2,2,1443,0,1443,0.875,4673,59,0.735,0
710516283,Existing Customer,50,M,1,High School,Single,$120K +,Blue,37,4,1,4,9758,1792,7966,0.626,4134,60,0.765,0.184
787593558,Existing Customer,42,M,3,Graduate,Married,$80K - $120K,Blue,34,6,3,0,4562,2258,2304,0.861,3740,55,0.833,0.495
708801108,Attrited Customer,57,F,3,Uneducated,Single,Less than $40K,Blue,51,3,0,3,1438.3,0,1438.3,0.429,2113,38,0.267,0
715948833,Existing Customer,48,M,4,Graduate,Married,$120K +,Blue,39,4,2,4,24931,1353,23578,0.612,5031,79,0.646,0.054
770667408,Existing Customer,47,M,4,College,Married,$80K - $120K,Blue,33,3,1,3,8854,2382,6472,0.67,4768,81,0.929,0.269
823590483,Existing Customer,62,F,0,Graduate,Divorced,Less than $40K,Blue,56,3,1,1,2230,1716,514,0.811,4027,75,0.5,0.77
710635083,Existing Customer,46,M,4,High School,Married,$80K - $120K,Blue,38,5,1,2,28327,582,27745,0.912,3475,52,0.733,0.021
713803158,Existing Customer,41,M,3,High School,Single,$60K - $80K,Blue,33,4,1,3,9246,0,9246,0.658,4611,91,0.569,0
713593683,Existing Customer,43,F,3,Graduate,Married,$40K - $60K,Blue,28,5,3,3,11155,1583,9572,1.061,3504,60,0.765,0.142
789382758,Attrited Customer,54,M,3,Graduate,Single,$40K - $60K,Blue,44,6,3,3,5501,0,5501,0.519,2050,51,0.821,0
813427833,Existing Customer,45,F,4,Graduate,Single,Less than $40K,Blue,40,3,2,1,2110,844,1266,1.109,4812,77,0.604,0.4
717846108,Existing Customer,49,M,4,Uneducated,Married,$60K - $80K,Blue,34,5,3,2,12994,904,12090,0.627,3734,74,0.85,0.07
721437333,Attrited Customer,46,M,2,Graduate,Single,$80K - $120K,Blue,36,2,2,2,5054,2517,2537,0.605,2027,39,0.393,0.498
712404483,Existing Customer,49,M,2,High School,Married,$80K - $120K,Blue,36,4,3,1,3989,2514,1475,0.469,5189,82,0.519,0.63
714926508,Existing Customer,52,M,2,Graduate,Married,$80K - $120K,Silver,45,5,4,2,34516,1938,32578,0.807,2275,46,0.438,0.056
771474108,Existing Customer,40,F,2,Uneducated,Married,Less than $40K,Blue,28,3,2,2,1794,1019,775,0.692,4455,63,0.658,0.568
718802283,Existing Customer,44,F,3,Post-Graduate,Divorced,Less than $40K,Blue,31,3,2,1,8320,0,8320,0.421,4128,82,0.491,0
711626658,Attrited Customer,62,F,1,High School,Single,Less than $40K,Blue,36,2,3,4,1930,0,1930,0.331,1971,45,0.25,0
720486408,Existing Customer,55,F,1,Uneducated,Single,Less than $40K,Blue,36,3,3,0,1438.3,756,682.3,1.012,4436,73,0.622,0.526
717793983,Attrited Customer,55,M,3,Graduate,Single,$40K - $60K,Silver,45,2,3,1,18128,0,18128,0.71,2503,49,0.885,0
713127708,Existing Customer,38,F,0,Uneducated,Married,Less than $40K,Blue,26,5,1,4,2230,0,2230,0.896,3766,63,0.909,0
713056083,Existing Customer,52,M,2,High School,Single,$120K +,Blue,46,4,2,4,34516,0,34516,0.775,4037,87,0.706,0
718538958,Existing Customer,55,F,3,College,Single,Less than $40K,Blue,43,6,3,4,1844,0,1844,0.729,4564,82,0.608,0
710353233,Existing Customer,48,M,3,College,Divorced,$60K - $80K,Blue,39,4,3,2,13233,1106,12127,0.882,4288,47,0.621,0.084
710342508,Existing Customer,48,F,2,Uneducated,Married,$40K - $60K,Blue,36,3,3,4,1593,0,1593,0.718,4004,76,0.652,0
787563858,Existing Customer,50,F,1,Graduate,Married,Less than $40K,Blue,41,4,2,3,8589,685,7904,0.858,3553,63,0.909,0.08
799239033,Attrited Customer,53,F,3,High School,Single,$40K - $60K,Blue,47,1,3,4,1714,0,1714,0.661,2279,46,0.533,0
718489608,Existing Customer,50,F,4,Graduate,Married,Less than $40K,Blue,36,6,2,2,2433,1948,485,0.752,4668,69,0.643,0.801
758824608,Existing Customer,47,M,4,Uneducated,Married,$80K - $120K,Blue,40,5,2,4,21148,1746,19402,0.853,3370,69,0.769,0.083
814483608,Attrited Customer,47,F,4,Graduate,Divorced,Less than $40K,Blue,42,1,3,3,5798,2517,3281,0.58,1860,43,0.433,0.434
708848208,Existing Customer,52,M,3,Uneducated,Single,$80K - $120K,Blue,40,6,3,2,34516,1757,32759,0.786,4223,81,0.653,0.051
715514133,Attrited Customer,44,F,4,Graduate,Married,Less than $40K,Blue,31,3,3,4,2184,0,2184,0.671,1973,42,0.556,0
715955208,Existing Customer,35,F,1,High School,Single,Less than $40K,Blue,26,3,3,2,2189,1833,356,0.56,4530,72,0.846,0.837
794707083,Attrited Customer,50,M,2,College,Single,$80K - $120K,Blue,44,5,2,4,3495,0,3495,0.639,2131,41,0.464,0
805313808,Attrited Customer,52,F,3,High School,Married,$40K - $60K,Blue,47,2,2,3,8018,134,7884,0.717,2409,38,0.31,0.017
712444533,Existing Customer,43,M,2,High School,Single,$80K - $120K,Blue,36,6,2,0,14418,0,14418,1.043,3880,68,0.7,0
720616908,Existing Customer,54,M,1,Uneducated,Single,$120K +,Blue,36,5,1,2,34516,0,34516,0.452,3918,67,1.094,0
817038333,Existing Customer,55,F,0,Graduate,Married,Less than $40K,Blue,40,4,3,4,1513,725,788,0.791,4042,72,0.714,0.479
720338658,Existing Customer,56,F,3,Post-Graduate,Single,Less than $40K,Blue,42,3,2,2,2490,1623,867,0.79,2998,60,0.622,0.652
803938908,Existing Customer,49,F,4,Uneducated,Single,Less than $40K,Blue,44,4,2,2,2659,0,2659,0.84,4546,81,0.884,0
787921383,Attrited Customer,53,M,0,High School,Single,$120K +,Silver,44,2,4,4,34516,2297,32219,0.416,1461,43,0.536,0.067
787849833,Existing Customer,49,M,2,High School,Married,$80K - $120K,Blue,40,4,2,0,13490,1672,11818,0.799,4205,75,0.415,0.124
721143258,Existing Customer,46,M,1,High School,Single,$40K - $60K,Blue,33,6,4,3,1664,798,866,0.703,4804,66,0.535,0.48
709335558,Existing Customer,49,M,3,Uneducated,Married,$120K +,Blue,37,6,3,3,7753,1643,6110,0.798,3367,65,0.806,0.212
806619333,Existing Customer,36,F,3,High School,Single,Less than $40K,Blue,31,4,2,3,2909,2085,824,1.035,5154,80,0.86,0.717
719378658,Existing Customer,57,M,3,Graduate,Divorced,$80K - $120K,Silver,36,6,3,4,34516,1384,33132,0.887,4745,69,0.605,0.04
716955783,Existing Customer,52,M,2,Graduate,Single,$80K - $120K,Blue,36,6,2,2,16026,1160,14866,0.386,4418,59,0.639,0.072
817970208,Existing Customer,45,M,1,Uneducated,Divorced,Less than $40K,Blue,40,4,3,2,2705,1334,1371,0.886,4501,67,0.675,0.493
708506508,Existing Customer,54,M,3,High School,Married,$120K +,Blue,43,5,3,2,2884,1144,1740,0.783,4887,90,0.698,0.397
750147483,Existing Customer,49,M,2,High School,Single,$80K - $120K,Blue,37,6,1,4,24299,2517,21782,0.723,5320,62,0.771,0.104
715540233,Existing Customer,43,M,3,Graduate,Single,$60K - $80K,Blue,34,6,1,2,20755,2276,18479,0.801,4615,79,0.837,0.11
807584958,Attrited Customer,50,M,3,Uneducated,Married,$60K - $80K,Blue,45,2,2,5,21096,0,21096,0.637,1882,39,0.345,0
720686583,Existing Customer,46,M,3,High School,Divorced,$120K +,Blue,37,5,3,4,6457,0,6457,0.531,4487,73,0.431,0
820637433,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,40,5,2,3,1603,0,1603,0.467,4041,66,0.571,0
710094108,Existing Customer,33,M,3,Graduate,Single,$60K - $80K,Blue,27,6,2,3,2043,1725,318,0.686,5212,79,0.646,0.844
708614058,Existing Customer,56,F,2,Graduate,Divorced,Less than $40K,Blue,45,4,2,4,1960,1690,270,0.63,3870,67,0.558,0.862
720614658,Existing Customer,40,M,2,High School,Divorced,$60K - $80K,Blue,25,6,4,2,2978,0,2978,0.49,3879,95,0.583,0
716695533,Existing Customer,49,F,3,College,Married,Less than $40K,Blue,29,3,3,3,2017,1557,460,0.738,3875,75,0.974,0.772
713231658,Existing Customer,45,F,2,Doctorate,Single,Less than $40K,Blue,33,6,2,3,5553,1117,4436,0.914,3744,52,0.793,0.201
708489258,Existing Customer,40,F,3,Graduate,Married,Less than $40K,Blue,27,5,3,3,1438.3,988,450.3,0.556,3561,72,0.5,0.687
769684158,Existing Customer,42,M,4,College,Single,$40K - $60K,Blue,36,3,3,2,2502,1488,1014,0.56,3763,75,0.875,0.595
710349258,Existing Customer,45,F,3,High School,Single,Less than $40K,Blue,36,3,2,2,2589,2052,537,0.636,4133,68,0.789,0.793
713940033,Existing Customer,47,F,3,Graduate,Single,Less than $40K,Blue,36,5,1,3,2049,1460,589,0.599,3514,79,0.646,0.713
713482608,Existing Customer,47,M,4,College,Married,$40K - $60K,Blue,35,6,1,2,3560,751,2809,1.096,4060,79,0.975,0.211
819363708,Existing Customer,43,M,1,Post-Graduate,Single,$60K - $80K,Blue,38,4,2,3,2387,1482,905,0.868,3909,67,0.675,0.621
712014708,Existing Customer,48,M,4,Graduate,Married,Less than $40K,Blue,36,4,1,2,2912,1501,1411,0.825,4518,90,0.875,0.515
788717358,Existing Customer,53,M,2,Uneducated,Single,$60K - $80K,Blue,38,3,2,2,7062,1255,5807,0.672,3432,68,0.744,0.178
710413533,Existing Customer,56,M,2,Graduate,Married,$80K - $120K,Blue,51,3,3,3,12186,1080,11106,0.842,4785,66,0.65,0.089
718515483,Attrited Customer,64,M,0,Graduate,Single,Less than $40K,Blue,52,2,3,5,3570,2517,1053,0.69,3289,47,0.958,0.705
720660558,Existing Customer,50,M,2,Uneducated,Married,$120K +,Blue,36,4,3,4,23911,2100,21811,0.988,4770,89,0.712,0.088
814845933,Existing Customer,62,M,0,Graduate,Single,$80K - $120K,Blue,56,4,3,3,1438.3,0,1438.3,0.794,3628,74,0.644,0
711199908,Existing Customer,41,M,2,Graduate,Single,$60K - $80K,Blue,30,3,1,2,2317,1232,1085,0.733,3057,71,0.919,0.532
715664808,Attrited Customer,43,M,2,Graduate,Single,$80K - $120K,Blue,30,3,3,3,34516,0,34516,0.688,2427,51,0.645,0
719239158,Existing Customer,48,M,3,High School,Married,$60K - $80K,Blue,39,4,3,2,5448,0,5448,0.549,3912,72,0.565,0
820633833,Existing Customer,64,F,1,Graduate,Single,$40K - $60K,Blue,56,5,2,4,5152,948,4204,0.953,4074,72,1.057,0.184
718487958,Existing Customer,53,F,2,High School,Married,Less than $40K,Blue,41,5,3,0,2799,1303,1496,0.763,3971,76,0.551,0.466
710533233,Attrited Customer,38,F,1,Graduate,Married,Less than $40K,Blue,29,3,3,4,1438.3,0,1438.3,0.508,2139,47,0.567,0
716317458,Attrited Customer,51,F,2,Post-Graduate,Single,Less than $40K,Blue,36,3,3,3,4281,0,4281,0.447,1723,44,0.375,0
720879708,Existing Customer,52,M,2,High School,Single,$80K - $120K,Blue,44,3,2,4,28186,1308,26878,0.679,2853,64,0.73,0.046
721028283,Existing Customer,40,F,4,High School,Married,$40K - $60K,Blue,28,4,1,3,11494,1160,10334,0.463,3353,86,0.593,0.101
710763783,Existing Customer,49,M,2,High School,Married,$80K - $120K,Blue,32,4,1,3,28142,762,27380,0.982,3676,47,1.35,0.027
720432858,Existing Customer,40,F,4,Post-Graduate,Married,Less than $40K,Blue,36,4,1,3,2316,1510,806,0.554,3471,63,0.75,0.652
772525308,Existing Customer,43,M,3,College,Single,$40K - $60K,Blue,33,5,2,4,10533,1689,8844,0.359,3651,69,0.605,0.16
767354208,Existing Customer,48,M,4,Graduate,Married,$80K - $120K,Blue,41,4,2,1,14322,0,14322,0.602,3993,75,0.531,0
715670058,Existing Customer,50,M,3,Graduate,Married,$120K +,Blue,38,5,2,4,34516,1662,32854,0.504,3806,76,0.9,0.048
713856708,Existing Customer,48,M,4,High School,Married,$80K - $120K,Blue,36,5,1,2,6798,2517,4281,0.873,4327,79,0.881,0.37
717035283,Attrited Customer,46,M,1,Graduate,Single,$60K - $80K,Blue,37,2,3,4,2445,848,1597,0.771,2216,39,0.56,0.347
709604958,Existing Customer,51,F,3,Graduate,Single,$40K - $60K,Blue,36,3,3,4,2585,1847,738,0.627,3480,64,0.6,0.715
711047658,Existing Customer,46,F,3,High School,Married,Less than $40K,Blue,38,4,2,2,1781,1315,466,0.704,4775,83,0.729,0.738
716385858,Existing Customer,42,F,4,Graduate,Married,Less than $40K,Blue,28,5,2,4,2205,1245,960,0.925,4921,90,0.8,0.565
787655058,Existing Customer,44,F,2,Uneducated,Single,Less than $40K,Blue,37,5,2,3,2568,1875,693,0.578,4254,85,0.735,0.73
803113383,Attrited Customer,55,F,1,Uneducated,Single,Less than $40K,Blue,49,3,4,3,3292,0,3292,0.482,2222,54,0.636,0
715762083,Existing Customer,46,M,0,Uneducated,Single,$60K - $80K,Silver,36,6,3,2,30501,2030,28471,0.56,2525,45,0.5,0.067
711629733,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,34,5,3,1,5371,1499,3872,0.737,3282,66,0.65,0.279
719745558,Existing Customer,52,M,3,Graduate,Single,$60K - $80K,Blue,36,4,2,2,9137,1729,7408,0.974,4626,77,0.75,0.189
820282383,Attrited Customer,45,F,2,Graduate,Married,Less than $40K,Blue,40,6,3,3,5848,2517,3331,0.561,2000,32,0.28,0.43
793543758,Existing Customer,47,M,2,Graduate,Single,$120K +,Blue,41,3,2,4,10614,784,9830,0.73,4601,77,0.638,0.074
712555233,Existing Customer,59,F,0,Graduate,Single,$40K - $60K,Blue,48,4,1,2,4205,710,3495,0.504,2023,38,0.727,0.169
718516533,Existing Customer,46,F,2,Graduate,Single,Less than $40K,Blue,36,6,2,3,2586,2196,390,0.693,3944,78,0.857,0.849
717708783,Existing Customer,57,M,2,Graduate,Single,$120K +,Silver,51,6,3,4,34516,1417,33099,0.966,4303,77,0.638,0.041
718163808,Existing Customer,37,M,1,Graduate,Single,$80K - $120K,Blue,24,6,3,4,11309,0,11309,0.474,4809,71,0.479,0
712693908,Attrited Customer,43,M,3,Graduate,Married,$120K +,Blue,31,2,4,1,13883,783,13100,0.749,1871,32,0.684,0.056
711655683,Existing Customer,55,M,1,Uneducated,Single,$60K - $80K,Silver,46,4,2,4,25991,0,25991,0.639,2996,62,0.879,0
718188858,Existing Customer,52,F,0,Graduate,Single,Less than $40K,Blue,36,5,1,2,2537,1097,1440,0.874,4964,84,0.909,0.432
718514283,Existing Customer,46,M,4,High School,Single,$40K - $60K,Blue,36,5,2,2,1438.3,794,644.3,0.807,3895,67,0.558,0.552
811475733,Attrited Customer,53,F,1,College,Married,$40K - $60K,Blue,48,2,2,3,3339,0,3339,0.694,2432,48,0.6,0
712089108,Existing Customer,49,M,3,Uneducated,Divorced,$80K - $120K,Blue,37,6,3,3,28390,1141,27249,0.919,4631,76,0.949,0.04
714963558,Existing Customer,46,M,3,Graduate,Single,$40K - $60K,Blue,36,4,2,3,1438.3,0,1438.3,0.951,4374,71,0.775,0
713788083,Attrited Customer,28,F,1,Graduate,Single,Less than $40K,Blue,36,4,2,5,1624,0,1624,0.299,1897,35,0.25,0
719583558,Existing Customer,49,F,3,Uneducated,Married,$40K - $60K,Blue,40,6,2,3,8900,1700,7200,0.906,4710,70,0.556,0.191
713240133,Existing Customer,42,F,3,High School,Married,Less than $40K,Blue,36,4,3,1,9351,1482,7869,0.464,5099,60,0.714,0.158
815015283,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,38,4,2,2,2655,1650,1005,0.701,4025,62,0.59,0.621
718072758,Existing Customer,51,M,2,Post-Graduate,Married,$120K +,Blue,45,5,2,1,3173,2517,656,0.708,4030,73,0.622,0.793
709127808,Existing Customer,48,M,3,Post-Graduate,Divorced,$60K - $80K,Blue,35,5,2,1,6243,1331,4912,0.8,3502,57,1.036,0.213
709567758,Existing Customer,40,F,3,Uneducated,Married,Less than $40K,Blue,29,4,1,2,2490,2225,265,0.566,3339,71,0.543,0.894
780067158,Attrited Customer,51,F,2,Uneducated,Single,Less than $40K,Blue,36,2,3,3,1746,1107,639,0.539,1907,47,0.621,0.634
715357308,Existing Customer,44,M,2,Graduate,Married,$60K - $80K,Blue,36,3,1,2,4141,1424,2717,0.574,3512,65,0.477,0.344
720559908,Existing Customer,58,F,2,Uneducated,Divorced,Less than $40K,Silver,46,6,1,4,11684,653,11031,0.622,4900,61,0.743,0.056
720339558,Existing Customer,47,F,2,Graduate,Single,Less than $40K,Blue,36,3,1,2,2363,494,1869,0.736,3887,71,0.651,0.209
809599158,Attrited Customer,48,M,4,Uneducated,Single,$80K - $120K,Silver,43,2,3,4,34516,0,34516,0.671,1626,28,0.4,0
809978733,Existing Customer,33,F,2,High School,Single,$40K - $60K,Blue,28,3,2,3,1438.3,746,692.3,0.913,4415,77,0.878,0.519
788996058,Existing Customer,47,F,2,High School,Married,Less than $40K,Blue,34,4,2,4,2730,1970,760,0.848,3841,69,0.865,0.722
712575708,Existing Customer,55,F,2,High School,Married,Less than $40K,Blue,36,5,1,4,1994,1175,819,0.794,4455,82,0.547,0.589
789625383,Existing Customer,48,M,3,Uneducated,Married,$80K - $120K,Blue,42,4,3,3,9727,1626,8101,1.006,3543,62,0.676,0.167
719730258,Existing Customer,41,M,4,Uneducated,Divorced,$60K - $80K,Silver,36,4,2,3,33771,0,33771,0.791,3819,75,0.829,0
793717608,Existing Customer,39,M,0,Doctorate,Single,$60K - $80K,Blue,33,6,2,0,10452,1120,9332,0.802,3592,79,0.795,0.107
716077458,Existing Customer,46,M,3,Uneducated,Married,$40K - $60K,Blue,36,4,2,4,4707,1121,3586,0.604,3188,71,0.651,0.238
813435108,Existing Customer,49,F,1,Graduate,Single,Less than $40K,Blue,44,5,2,1,3537,0,3537,0.763,4726,78,0.814,0
708084558,Attrited Customer,46,M,3,Doctorate,Divorced,$80K - $120K,Blue,38,6,3,3,8258,1771,6487,0,1447,23,0,0.214
719880408,Existing Customer,46,F,4,Graduate,Married,Less than $40K,Blue,35,6,3,1,3072,1611,1461,0.682,3992,57,0.727,0.524
718711158,Attrited Customer,52,M,3,Graduate,Married,$120K +,Blue,36,1,2,3,3841,2517,1324,0.841,2680,51,0.545,0.655
717443658,Existing Customer,37,F,0,Graduate,Divorced,$40K - $60K,Blue,28,4,3,1,1920,0,1920,0.688,4715,81,0.841,0
719038008,Existing Customer,48,F,4,Graduate,Single,Less than $40K,Blue,35,3,2,2,1705,1192,513,0.763,4862,41,0.242,0.699
709143183,Attrited Customer,52,F,2,Doctorate,Married,$40K - $60K,Blue,43,3,2,4,1822,1605,217,0.756,2538,39,0.696,0.881
709274583,Existing Customer,40,M,2,High School,Married,$120K +,Blue,27,5,3,1,12248,1323,10925,0.882,4806,91,0.896,0.108
816864483,Existing Customer,39,F,4,Uneducated,Single,$40K - $60K,Blue,34,4,2,2,10264,803,9461,0.802,4003,74,0.721,0.078
708271833,Existing Customer,42,M,3,Graduate,Single,$40K - $60K,Silver,36,3,2,3,15069,1843,13226,0.84,3464,67,0.558,0.122
821759658,Attrited Customer,41,F,4,High School,Divorced,$40K - $60K,Blue,37,3,2,3,4650,204,4446,0.685,2014,54,0.8,0.044
820920408,Existing Customer,53,F,2,Graduate,Single,Less than $40K,Blue,48,3,2,2,3685,0,3685,0.762,4012,59,0.639,0
718403358,Existing Customer,49,F,2,High School,Divorced,$40K - $60K,Blue,33,4,2,1,7231,2517,4714,0.865,3912,67,0.763,0.348
720690933,Existing Customer,52,M,4,Uneducated,Married,$60K - $80K,Blue,39,5,1,3,2641,1584,1057,0.809,4279,67,0.718,0.6
719252583,Existing Customer,29,F,1,High School,Single,Less than $40K,Blue,20,4,2,1,3095,1488,1607,0.924,4642,92,0.878,0.481
712783083,Attrited Customer,48,F,4,High School,Married,Less than $40K,Blue,37,1,2,3,3607,0,3607,0.504,2013,35,0.458,0
821749608,Attrited Customer,41,M,3,Graduate,Single,$80K - $120K,Blue,37,3,3,3,19402,0,19402,0.58,1937,51,0.594,0
714389883,Existing Customer,45,M,4,Graduate,Single,$80K - $120K,Blue,36,6,3,1,8063,1485,6578,0.872,4275,77,0.833,0.184
824163333,Existing Customer,43,F,5,Uneducated,Single,Less than $40K,Blue,39,3,2,4,3161,2424,737,0.617,4307,66,0.784,0.767
709444983,Attrited Customer,38,F,3,Uneducated,Single,$40K - $60K,Blue,30,3,2,3,2435,2432,3,0.12,1460,32,0.103,0.999
769575783,Attrited Customer,49,F,3,College,Married,Less than $40K,Blue,41,3,3,3,1603,749,854,0.733,2644,43,0.483,0.467
720334833,Existing Customer,39,F,5,College,Single,Less than $40K,Blue,30,4,1,2,4710,1869,2841,0.858,4719,91,0.655,0.397
708205083,Existing Customer,38,F,1,High School,Married,Less than $40K,Blue,28,6,4,3,1438.3,0,1438.3,0.767,4815,81,0.653,0
715276683,Existing Customer,52,M,2,High School,Married,$60K - $80K,Blue,45,5,1,4,24287,1676,22611,0.506,5495,69,0.816,0.069
721254858,Existing Customer,42,F,5,Graduate,Married,Less than $40K,Blue,18,6,1,1,1694,1074,620,0.78,3857,70,0.75,0.634
712257258,Attrited Customer,50,F,1,High School,Single,Less than $40K,Blue,36,4,2,5,1457,0,1457,0.493,1441,39,0.393,0
711110733,Existing Customer,45,M,3,High School,Married,$40K - $60K,Silver,33,3,2,1,16928,1519,15409,0.894,3355,66,0.886,0.09
714043008,Existing Customer,37,M,2,High School,Single,$40K - $60K,Blue,30,6,3,4,4297,0,4297,0.797,4310,76,0.767,0
780602733,Existing Customer,42,M,3,Uneducated,Single,$60K - $80K,Blue,30,4,2,3,8302,1294,7008,0.558,3221,66,0.61,0.156
772825308,Existing Customer,40,M,3,Graduate,Divorced,$80K - $120K,Blue,31,4,2,3,27374,1509,25865,0.803,4231,60,0.714,0.055
711175083,Existing Customer,54,M,3,Doctorate,Single,$60K - $80K,Blue,41,4,2,3,9110,0,9110,0.662,2999,75,0.786,0
756477333,Existing Customer,42,F,4,Uneducated,Married,Less than $40K,Blue,35,4,3,1,1539,0,1539,0.944,4793,71,0.614,0
712294983,Existing Customer,39,F,2,Graduate,Married,$40K - $60K,Blue,36,4,2,4,1947,1160,787,1.227,4496,71,1.29,0.596
709869708,Existing Customer,54,F,3,College,Single,Less than $40K,Blue,45,5,1,4,3062,2039,1023,1.057,4037,71,0.821,0.666
772133808,Existing Customer,47,F,3,Post-Graduate,Single,$40K - $60K,Blue,36,6,5,0,3114,1059,2055,0.78,4342,62,0.771,0.34
768196008,Existing Customer,54,M,1,Uneducated,Single,$60K - $80K,Blue,48,5,2,3,14948,2158,12790,0.844,3094,56,1,0.144
716079708,Existing Customer,46,F,3,College,Single,Less than $40K,Blue,36,5,2,2,2503,2373,130,0.697,4647,65,0.806,0.948
720087708,Existing Customer,38,F,3,High School,Married,Less than $40K,Blue,31,4,3,2,1854,0,1854,0.885,5245,89,0.712,0
714259533,Existing Customer,43,F,2,Graduate,Married,Less than $40K,Blue,35,3,1,3,4092,622,3470,0.775,5001,88,0.492,0.152
714691683,Existing Customer,62,M,1,Graduate,Single,$60K - $80K,Blue,54,4,1,4,13284,607,12677,0.857,4942,76,0.652,0.046
768420558,Existing Customer,59,F,0,Graduate,Single,Less than $40K,Blue,53,6,3,4,4830,1469,3361,0.634,3365,63,0.75,0.304
778364583,Attrited Customer,45,F,2,Graduate,Married,Less than $40K,Blue,25,3,2,3,5911,916,4995,0.471,1656,31,0.722,0.155
719951208,Existing Customer,43,M,4,Graduate,Single,$60K - $80K,Blue,24,5,3,2,19188,0,19188,0.453,4366,69,0.816,0
789022233,Existing Customer,50,F,2,Uneducated,Single,Less than $40K,Blue,37,6,5,2,1438.3,754,684.3,0.74,4457,69,0.683,0.524
778353183,Existing Customer,31,F,0,High School,Married,Less than $40K,Blue,13,5,2,3,3201,984,2217,0.639,5155,77,0.925,0.307
713789883,Existing Customer,50,F,4,High School,Married,$40K - $60K,Blue,36,6,1,1,1479,1004,475,0.827,5116,75,0.974,0.679
773018583,Existing Customer,38,F,4,Graduate,Married,Less than $40K,Blue,30,5,1,2,3144,2216,928,0.741,4717,75,0.562,0.705
771354633,Existing Customer,58,M,1,College,Single,$80K - $120K,Blue,45,5,3,4,1854,1480,374,0.853,3292,73,0.921,0.798
716736858,Existing Customer,47,F,4,Graduate,Married,Less than $40K,Blue,39,3,3,2,3144,0,3144,0.561,3774,80,0.818,0
713796033,Attrited Customer,47,M,2,Graduate,Married,$40K - $60K,Blue,42,6,3,3,4738,0,4738,0.641,1900,36,0.5,0
714864333,Attrited Customer,43,M,2,College,Divorced,$120K +,Blue,37,4,1,2,34516,0,34516,0.536,1370,38,0.357,0
787918158,Existing Customer,32,F,0,Uneducated,Married,Less than $40K,Blue,23,5,2,4,2156,1114,1042,0.603,4106,66,0.833,0.517
779070033,Existing Customer,63,F,0,College,Single,Less than $40K,Blue,44,3,4,2,1938,0,1938,0.536,3974,56,0.931,0
789945933,Existing Customer,61,F,1,Graduate,Single,Less than $40K,Blue,52,3,3,1,1438.3,0,1438.3,0.925,3560,67,0.861,0
715627833,Existing Customer,48,M,3,High School,Married,$60K - $80K,Gold,37,6,2,0,34516,1948,32568,0.666,4539,75,0.705,0.056
809538783,Existing Customer,49,M,1,High School,Single,$120K +,Blue,44,6,2,3,1438.3,1058,380.3,0.56,4109,72,0.8,0.736
715987758,Attrited Customer,49,M,3,Graduate,Single,$80K - $120K,Blue,36,3,2,1,3261,0,3261,1.012,3081,50,0.667,0
711967158,Existing Customer,35,F,3,Graduate,Single,Less than $40K,Blue,23,6,3,1,2211,1370,841,0.781,4359,79,0.927,0.62
713289183,Existing Customer,53,F,3,Doctorate,Married,Less than $40K,Blue,33,6,2,1,2255,1647,608,0.848,4270,76,0.767,0.73
711549408,Existing Customer,51,M,3,Uneducated,Married,$80K - $120K,Blue,42,5,1,3,1507,961,546,0.678,4126,90,0.667,0.638
715679733,Existing Customer,43,F,2,Uneducated,Single,Less than $40K,Blue,36,5,2,4,1736,1513,223,0.829,3462,67,0.558,0.872
779694183,Existing Customer,51,M,3,College,Married,$80K - $120K,Blue,34,5,2,4,1864,1427,437,0.725,3833,73,0.587,0.766
788544108,Existing Customer,43,F,2,High School,Single,Less than $40K,Blue,37,4,3,0,6611,1041,5570,0.744,4037,74,0.682,0.157
719917233,Attrited Customer,49,M,3,Post-Graduate,Married,$80K - $120K,Blue,36,3,3,2,13382,1159,12223,0.404,1828,45,0.5,0.087
714621183,Existing Customer,39,F,3,Graduate,Single,Less than $40K,Blue,36,4,3,4,2650,1646,1004,0.747,4512,80,0.509,0.621
721365033,Attrited Customer,37,M,3,Uneducated,Single,$40K - $60K,Blue,36,3,2,4,1696,0,1696,0.857,2095,43,0.536,0
712999008,Existing Customer,40,F,3,Graduate,Single,Less than $40K,Blue,33,3,1,1,2628,1771,857,0.788,4316,72,0.6,0.674
716995083,Existing Customer,52,M,2,High School,Single,$80K - $120K,Blue,44,6,2,4,2650,1049,1601,0.874,4218,64,0.73,0.396
718137183,Existing Customer,58,F,1,College,Married,Less than $40K,Blue,38,4,2,3,3331,2251,1080,1.044,5379,92,0.643,0.676
810974958,Attrited Customer,51,M,2,High School,Married,$60K - $80K,Blue,46,5,3,2,4123,1760,2363,0.869,2447,40,0.429,0.427
712267983,Attrited Customer,57,F,0,Graduate,Single,Less than $40K,Blue,45,4,3,3,3023,2517,506,0.646,2477,42,0.615,0.833
717376758,Existing Customer,56,F,2,High School,Married,Less than $40K,Blue,47,4,3,1,2238,1324,914,0.762,4108,72,0.846,0.592
717491058,Existing Customer,42,M,2,Post-Graduate,Single,$60K - $80K,Blue,26,6,2,3,20803,1747,19056,0.311,4012,60,0.429,0.084
802243458,Attrited Customer,48,M,2,Doctorate,Single,$40K - $60K,Blue,42,6,3,2,2760,0,2760,0.576,1759,34,0.214,0
714485508,Existing Customer,45,M,3,Doctorate,Single,$80K - $120K,Blue,36,6,2,4,9086,1254,7832,0.93,3906,81,0.8,0.138
789948408,Existing Customer,55,M,2,Graduate,Single,$80K - $120K,Blue,46,3,1,4,34516,1718,32798,0.51,5220,74,0.423,0.05
734909358,Existing Customer,43,M,4,Graduate,Single,$80K - $120K,Blue,33,4,1,1,6548,1244,5304,0.667,4354,79,0.927,0.19
719267283,Existing Customer,35,F,2,Doctorate,Married,$40K - $60K,Blue,27,6,1,0,1953,1554,399,0.581,4598,71,0.651,0.796
720330558,Attrited Customer,44,M,3,Graduate,Married,$80K - $120K,Blue,25,5,2,3,25256,966,24290,0.488,2048,40,0.333,0.038
789059958,Existing Customer,42,M,4,High School,Married,$120K +,Gold,30,6,2,4,34516,1045,33471,0.848,3574,75,0.923,0.03
721448283,Attrited Customer,39,F,1,Graduate,Single,Less than $40K,Blue,26,3,3,1,1876,1536,340,0.712,2579,47,0.469,0.819
742778358,Existing Customer,44,M,1,Graduate,Single,$60K - $80K,Blue,37,3,1,4,16739,1229,15510,0.497,4014,69,0.568,0.073
713933658,Existing Customer,56,F,0,Graduate,Single,Less than $40K,Blue,45,3,6,2,2463,1621,842,0.568,4118,70,0.591,0.658
788142483,Existing Customer,46,M,3,College,Single,$80K - $120K,Silver,38,3,3,1,34516,1278,33238,0.51,4699,73,0.622,0.037
789705408,Existing Customer,50,M,2,College,Married,$60K - $80K,Blue,37,4,1,2,4743,1687,3056,0.957,3739,55,0.618,0.356
817422408,Existing Customer,45,F,3,Uneducated,Single,Less than $40K,Blue,30,3,2,3,2059,1118,941,0.788,4110,71,1.152,0.543
710671608,Existing Customer,39,F,2,Graduate,Divorced,Less than $40K,Blue,31,5,3,4,6798,918,5880,0.671,3961,69,0.605,0.135
711879633,Existing Customer,45,M,3,High School,Single,Less than $40K,Blue,29,4,1,2,2766,1985,781,0.796,4480,70,0.75,0.718
716444733,Existing Customer,55,F,2,Graduate,Married,Less than $40K,Blue,46,5,3,4,1438.3,0,1438.3,0.907,4271,79,0.756,0
718460958,Existing Customer,49,F,2,College,Married,Less than $40K,Blue,35,3,3,4,3283,1856,1427,1.103,4498,64,0.829,0.565
789953733,Existing Customer,46,F,3,Graduate,Married,Less than $40K,Blue,37,5,1,3,2470,1961,509,0.802,4519,78,0.733,0.794
787291308,Existing Customer,42,F,5,Graduate,Married,Less than $40K,Blue,36,5,2,4,4228,1709,2519,0.493,4389,79,0.58,0.404
714384783,Attrited Customer,59,F,1,Graduate,Married,Less than $40K,Blue,36,2,3,3,2468,0,2468,0.5,2017,37,0.762,0
713847858,Attrited Customer,49,F,3,Graduate,Divorced,Less than $40K,Blue,36,3,3,3,1438.3,0,1438.3,0.409,1849,43,0.536,0
809809008,Existing Customer,47,F,5,Graduate,Married,Less than $40K,Blue,42,5,1,2,3111,1541,1570,0.656,4570,68,0.511,0.495
719446833,Existing Customer,58,F,1,High School,Married,Less than $40K,Blue,46,4,1,3,2799,1532,1267,0.583,4214,83,0.537,0.547
720570333,Existing Customer,48,F,3,College,Married,Less than $40K,Blue,36,5,3,0,1912,1163,749,0.871,4786,81,0.723,0.608
815308683,Existing Customer,46,M,3,College,Married,$80K - $120K,Blue,41,4,3,1,18927,887,18040,1.065,3101,54,1,0.047
810875958,Attrited Customer,51,F,3,Graduate,Married,Less than $40K,Blue,46,1,4,3,2016,395,1621,0.711,2473,44,0.571,0.196
718766058,Attrited Customer,56,M,2,Graduate,Single,$80K - $120K,Blue,36,1,2,2,1438.3,0,1438.3,0.65,2123,37,0.542,0
710656683,Existing Customer,50,F,3,High School,Single,Less than $40K,Blue,36,4,3,1,1986,1614,372,0.554,4442,64,0.73,0.813
713263758,Existing Customer,53,F,1,College,Single,Less than $40K,Blue,45,3,2,2,2312,1997,315,0.787,5085,78,0.773,0.864
754564308,Existing Customer,46,F,3,Graduate,Married,$40K - $60K,Blue,39,3,3,2,2644,2126,518,0.748,3601,66,0.65,0.804
827890758,Existing Customer,39,F,1,Uneducated,Single,Less than $40K,Blue,35,5,3,0,2062,1302,760,0.631,3785,63,0.75,0.631
779945508,Existing Customer,50,F,1,Graduate,Married,Less than $40K,Blue,35,5,2,2,3510,1881,1629,0.66,3808,81,0.884,0.536
720807183,Existing Customer,55,M,2,Graduate,Single,$80K - $120K,Blue,36,3,2,1,15026,916,14110,0.721,3281,63,0.8,0.061
715844733,Existing Customer,45,M,5,High School,Married,$60K - $80K,Blue,36,6,3,2,2174,877,1297,0.644,4596,71,0.449,0.403
712332183,Existing Customer,42,M,3,College,Single,$80K - $120K,Blue,36,6,1,0,29535,895,28640,0.952,3934,74,0.644,0.03
790123983,Existing Customer,50,F,2,High School,Single,Less than $40K,Blue,43,4,2,1,2974,2090,884,0.975,4297,88,0.833,0.703
716860233,Existing Customer,51,F,3,Uneducated,Married,Less than $40K,Blue,39,3,3,0,8148,701,7447,0.819,4124,87,0.891,0.086
714678408,Existing Customer,48,F,4,Post-Graduate,Married,Less than $40K,Blue,31,6,6,4,2646,1983,663,0.7,4727,83,0.804,0.749
708501783,Attrited Customer,43,M,2,High School,Married,$120K +,Blue,36,6,2,4,34516,1477,33039,0.324,1868,40,0.212,0.043
713645883,Existing Customer,37,F,1,High School,Single,Less than $40K,Blue,23,6,3,4,1879,1486,393,0.836,5202,88,0.692,0.791
718622658,Existing Customer,45,M,4,High School,Single,$80K - $120K,Blue,34,3,2,3,15913,1696,14217,0.632,4472,86,0.792,0.107
710641008,Existing Customer,44,F,2,High School,Single,Less than $40K,Blue,36,5,3,4,8685,0,8685,0.666,2473,56,0.6,0
716177583,Existing Customer,58,F,1,Post-Graduate,Single,Less than $40K,Blue,36,6,2,4,1438.3,0,1438.3,0.657,4722,89,0.745,0
713417433,Existing Customer,42,M,2,Graduate,Single,$40K - $60K,Blue,28,3,1,3,1711,0,1711,0.983,4496,77,0.925,0
713043183,Existing Customer,61,M,0,High School,Single,$40K - $60K,Blue,48,3,2,4,2572,1969,603,0.644,4313,84,0.787,0.766
719328858,Attrited Customer,56,M,4,High School,Married,$60K - $80K,Blue,43,6,2,6,4535,0,4535,0.831,2342,40,0.6,0
718501983,Existing Customer,44,M,2,Graduate,Married,$60K - $80K,Blue,36,5,6,1,5950,1117,4833,0.57,4682,89,0.679,0.188
712817808,Existing Customer,39,M,2,Graduate,Married,$60K - $80K,Blue,23,5,2,1,4761,1561,3200,0.69,2045,53,1.65,0.328
817089408,Existing Customer,44,M,2,College,Married,$60K - $80K,Blue,27,3,1,2,19114,1754,17360,0.865,4413,69,0.725,0.092
808756458,Existing Customer,47,M,3,Graduate,Married,$80K - $120K,Blue,42,6,3,3,13189,1205,11984,0.708,3821,83,0.66,0.091
718352358,Attrited Customer,49,F,3,Post-Graduate,Married,Less than $40K,Blue,35,3,3,2,1914,0,1914,0.677,2687,41,0.414,0
780638958,Existing Customer,42,F,2,Graduate,Divorced,$40K - $60K,Blue,31,6,2,1,2468,1850,618,0.775,4483,77,0.54,0.75
812493033,Existing Customer,44,F,3,High School,Single,$40K - $60K,Blue,37,4,1,1,3410,1110,2300,0.63,5102,63,0.615,0.326
718256658,Existing Customer,45,F,3,Uneducated,Married,Less than $40K,Blue,38,6,5,1,2728,0,2728,0.879,4554,75,0.744,0
711421233,Existing Customer,51,M,3,High School,Single,$60K - $80K,Blue,43,5,3,3,7119,1513,5606,0.925,4969,84,0.909,0.213
710335983,Existing Customer,57,F,0,High School,Divorced,Less than $40K,Blue,36,5,1,3,3532,869,2663,1.038,4297,64,0.778,0.246
818259558,Existing Customer,64,F,0,Graduate,Single,Less than $40K,Blue,56,4,2,3,2294,1582,712,0.775,3951,79,0.881,0.69
708511983,Existing Customer,37,M,3,Graduate,Married,$80K - $120K,Blue,18,5,3,2,1663,0,1663,0.778,3950,82,0.864,0
778720533,Attrited Customer,53,F,4,Graduate,Married,Less than $40K,Blue,37,3,2,3,1722,0,1722,0.863,2141,35,0.346,0
821336133,Existing Customer,50,F,2,High School,Single,Less than $40K,Blue,46,5,3,2,8708,996,7712,0.527,3927,60,0.935,0.114
779164608,Existing Customer,45,F,3,Graduate,Married,Less than $40K,Blue,34,6,2,3,2641,1336,1305,1.019,4224,77,0.791,0.506
714835833,Existing Customer,43,M,4,High School,Divorced,$80K - $120K,Blue,36,3,3,2,34516,1048,33468,0.864,4192,73,0.738,0.03
708992733,Existing Customer,50,F,0,High School,Married,Less than $40K,Blue,36,4,3,2,1513,0,1513,0.854,4759,98,0.719,0
709488108,Attrited Customer,42,M,4,College,Single,$40K - $60K,Blue,36,5,2,3,10543,0,10543,0.509,1841,39,0.5,0
716094333,Existing Customer,49,M,1,Graduate,Single,$80K - $120K,Blue,42,6,2,1,17764,1459,16305,0.964,2750,57,0.9,0.082
778567983,Existing Customer,50,F,2,Graduate,Single,$40K - $60K,Blue,43,4,1,3,1438.3,0,1438.3,1.196,4512,77,0.833,0
712178883,Existing Customer,49,F,2,College,Single,$40K - $60K,Blue,36,3,2,1,6371,1946,4425,0.582,3592,79,0.756,0.305
717490008,Existing Customer,43,M,4,Graduate,Divorced,$80K - $120K,Blue,36,5,1,1,19188,1622,17566,0.75,4282,52,0.926,0.085
747208083,Existing Customer,49,M,4,Graduate,Single,$40K - $60K,Blue,42,3,3,2,2822,1501,1321,1.043,4344,68,1.194,0.532
820276908,Attrited Customer,42,F,4,College,Married,$40K - $60K,Blue,37,3,3,1,4139,0,4139,0.547,2232,41,0.464,0
719960133,Existing Customer,42,M,3,College,Single,$80K - $120K,Silver,26,3,2,2,34516,904,33612,0.726,3910,68,0.659,0.026
711062958,Existing Customer,43,M,3,Graduate,Single,$120K +,Blue,23,5,2,2,4121,2084,2037,0.807,3462,49,1.042,0.506
767256933,Existing Customer,43,M,5,Uneducated,Married,$60K - $80K,Blue,36,6,2,4,2621,598,2023,0.967,4852,85,0.771,0.228
712568358,Existing Customer,47,M,1,High School,Married,$60K - $80K,Blue,29,3,2,2,3394,0,3394,0.454,3115,69,0.816,0
789182358,Existing Customer,56,M,1,Uneducated,Single,$80K - $120K,Blue,45,3,1,2,17628,1414,16214,0.603,3991,76,0.617,0.08
716989683,Existing Customer,56,M,2,Doctorate,Single,$80K - $120K,Blue,48,4,3,3,4480,2465,2015,0.772,3331,74,0.682,0.55
756458508,Existing Customer,44,M,3,Graduate,Single,$60K - $80K,Blue,37,5,2,3,1682,930,752,0.903,3309,67,1.03,0.553
714643983,Existing Customer,42,F,1,High School,Married,Less than $40K,Blue,36,5,3,3,2758,2017,741,0.883,4119,73,1.028,0.731
711606558,Existing Customer,49,F,1,High School,Married,Less than $40K,Blue,39,5,2,2,1909,866,1043,0.88,4697,83,0.844,0.454
824155458,Existing Customer,48,M,2,High School,Married,$80K - $120K,Blue,44,5,1,2,11332,1647,9685,0.542,4674,72,0.714,0.145
710445183,Existing Customer,44,M,5,Doctorate,Single,$120K +,Blue,31,5,1,2,7567,2496,5071,0.709,4076,60,0.579,0.33
712864683,Attrited Customer,42,F,3,Doctorate,Single,Less than $40K,Blue,30,2,3,3,1438.3,0,1438.3,0.373,1693,37,0.423,0
721424583,Existing Customer,35,F,1,High School,Married,Less than $40K,Blue,26,4,2,3,1918,900,1018,0.873,4237,76,0.9,0.469
713886333,Attrited Customer,47,M,2,High School,Married,$60K - $80K,Blue,39,2,3,1,18660,728,17932,0.403,1682,43,0.303,0.039
794217108,Existing Customer,43,M,2,College,Single,$120K +,Blue,37,6,3,1,14315,1348,12967,0.681,3694,67,0.718,0.094
709610283,Existing Customer,42,F,4,Graduate,Single,Less than $40K,Blue,34,3,2,3,1853,0,1853,0.846,4544,72,0.565,0
714575208,Existing Customer,49,M,5,Doctorate,Single,$40K - $60K,Blue,43,3,1,1,4951,2002,2949,0.684,4192,62,0.55,0.404
716758908,Existing Customer,46,M,3,Uneducated,Single,$120K +,Blue,27,4,2,3,34516,2213,32303,0.584,4492,71,0.821,0.064
778915233,Attrited Customer,51,F,0,Graduate,Married,Less than $40K,Blue,32,4,2,3,1757,331,1426,0.879,2377,47,0.516,0.188
789466008,Existing Customer,47,M,5,Graduate,Married,$60K - $80K,Blue,38,5,3,4,24033,612,23421,0.635,3578,75,0.531,0.025
713451408,Existing Customer,47,M,4,High School,Divorced,$60K - $80K,Blue,36,6,1,3,1943,1654,289,0.648,3392,70,0.591,0.851
780146658,Attrited Customer,40,F,2,Post-Graduate,Married,$40K - $60K,Blue,25,2,2,4,3795,2517,1278,0.563,1633,32,0.778,0.663
711675108,Existing Customer,43,F,3,Graduate,Single,Less than $40K,Blue,30,3,3,1,4075,2189,1886,0.695,3956,71,0.732,0.537
755467683,Attrited Customer,48,F,1,Graduate,Single,Less than $40K,Blue,41,6,2,4,3001,482,2519,0.814,2403,42,0.615,0.161
713009208,Existing Customer,54,F,3,Graduate,Single,Less than $40K,Blue,44,3,2,3,2077,1634,443,0.771,4292,66,0.833,0.787
772231233,Existing Customer,41,F,2,Graduate,Married,Less than $40K,Blue,30,6,2,4,2157,721,1436,0.769,4250,85,0.889,0.334
780199233,Existing Customer,33,M,2,Doctorate,Single,$120K +,Blue,23,5,1,1,14914,1102,13812,0.823,4478,87,0.673,0.074
711700158,Existing Customer,47,F,2,High School,Single,Less than $40K,Blue,39,5,3,2,1580,620,960,0.746,4384,70,0.522,0.392
788275083,Existing Customer,46,M,3,College,Married,$60K - $80K,Blue,38,5,3,4,15483,1719,13764,0.686,4678,80,0.509,0.111
708804633,Attrited Customer,44,F,2,Doctorate,Divorced,Less than $40K,Blue,36,1,2,2,1916,0,1916,1.041,2888,39,0.444,0
714479358,Attrited Customer,51,M,3,Graduate,Single,$80K - $120K,Blue,36,6,3,3,3610,1554,2056,0.501,2216,34,0.308,0.43
711406758,Existing Customer,48,F,3,Graduate,Married,Less than $40K,Blue,36,3,2,2,1667,0,1667,0.686,4385,80,0.951,0
821424483,Existing Customer,51,F,1,High School,Single,Less than $40K,Blue,47,4,3,1,1438.3,0,1438.3,0.826,4242,70,0.458,0
769438608,Attrited Customer,48,F,1,Graduate,Married,Less than $40K,Blue,42,3,3,2,1942,860,1082,0.708,2522,42,0.312,0.443
713452533,Existing Customer,35,F,4,Graduate,Single,Less than $40K,Blue,22,6,3,3,1438.3,0,1438.3,0.512,3427,64,0.829,0
720212508,Existing Customer,51,F,1,Graduate,Single,Less than $40K,Blue,37,4,3,4,4402,697,3705,0.7,3325,76,0.652,0.158
779926608,Existing Customer,50,F,2,High School,Married,Less than $40K,Blue,36,6,2,1,1438.3,0,1438.3,0.909,4697,82,0.907,0
712724733,Existing Customer,31,F,0,Post-Graduate,Single,Less than $40K,Blue,19,6,3,1,2766,1731,1035,0.569,3959,71,0.732,0.626
718286658,Existing Customer,42,M,3,Graduate,Single,$60K - $80K,Silver,22,5,3,1,25293,1140,24153,1.01,4059,80,0.86,0.045
752573508,Existing Customer,45,F,3,High School,Single,$40K - $60K,Blue,26,3,2,4,4034,1867,2167,0.656,3718,72,0.756,0.463
768661758,Existing Customer,53,M,0,Uneducated,Divorced,$120K +,Blue,47,5,2,1,26129,1752,24377,0.742,4919,75,0.744,0.067
721126833,Attrited Customer,51,M,2,High School,Married,$80K - $120K,Blue,41,5,2,3,14902,0,14902,0.312,2038,39,0.625,0
716093133,Existing Customer,38,F,2,Uneducated,Single,$40K - $60K,Blue,31,5,2,2,12228,2137,10091,0.553,3831,68,0.511,0.175
771092433,Existing Customer,55,F,2,Graduate,Single,Less than $40K,Blue,42,4,3,3,1724,0,1724,0.936,4434,67,0.811,0
712807758,Attrited Customer,47,F,3,Graduate,Single,Less than $40K,Blue,39,3,3,3,1438.3,0,1438.3,0.502,2476,32,0.778,0
721514883,Existing Customer,38,M,1,Graduate,Single,$80K - $120K,Blue,25,5,0,1,16665,1147,15518,0.799,4657,78,0.696,0.069
824140908,Attrited Customer,52,M,3,Uneducated,Single,$120K +,Blue,48,5,3,4,20974,0,20974,0,1246,27,0,0
782548758,Existing Customer,42,F,5,High School,Divorced,Less than $40K,Blue,36,5,2,3,2069,1288,781,0.81,5668,82,0.64,0.623
720444408,Attrited Customer,35,F,1,College,Single,Less than $40K,Blue,25,2,2,4,2231,1791,440,0.82,2576,42,0.75,0.803
714292533,Existing Customer,48,F,3,College,Married,Less than $40K,Blue,36,4,1,2,2544,0,2544,0.759,3593,64,1,0
709585758,Existing Customer,41,M,4,High School,Single,$120K +,Blue,28,5,1,4,34516,0,34516,0.791,4004,86,0.755,0
811463283,Existing Customer,54,M,0,Graduate,Single,$80K - $120K,Blue,42,3,1,1,22437,1389,21048,0.917,3283,50,1.273,0.062
789358908,Attrited Customer,53,F,3,College,Married,Less than $40K,Blue,43,3,2,2,3573,0,3573,0.842,2562,36,0.44,0
718146258,Existing Customer,51,M,2,Graduate,Divorced,$60K - $80K,Blue,41,4,3,1,1959,0,1959,0.454,3737,71,0.614,0
710779083,Existing Customer,59,F,0,Graduate,Married,Less than $40K,Blue,48,3,3,4,1661,0,1661,0.672,4338,77,0.925,0
712554183,Existing Customer,65,F,2,College,Single,$40K - $60K,Blue,54,4,3,2,3009,721,2288,0.68,4070,71,0.614,0.24
721315233,Existing Customer,47,M,4,High School,Single,$40K - $60K,Silver,32,3,3,4,18535,1192,17343,0.646,3780,70,0.667,0.064
714766383,Existing Customer,42,M,3,High School,Single,Less than $40K,Blue,24,4,3,2,2171,1415,756,0.773,4992,77,0.833,0.652
714588408,Existing Customer,51,F,3,Uneducated,Married,Less than $40K,Blue,43,4,3,2,2882,0,2882,0.722,4446,68,0.744,0
719627133,Existing Customer,50,F,1,Graduate,Single,Less than $40K,Blue,37,4,3,4,3277,2481,796,0.606,3965,59,0.844,0.757
712865583,Existing Customer,57,F,5,Graduate,Married,$40K - $60K,Blue,49,4,2,2,3301,2517,784,0.842,3939,69,1.226,0.762
779363283,Existing Customer,48,M,3,Post-Graduate,Single,$60K - $80K,Blue,34,4,3,2,12391,784,11607,0.875,4376,86,0.72,0.063
779224758,Existing Customer,47,F,2,Doctorate,Single,Less than $40K,Blue,37,4,3,2,2168,1485,683,0.546,3828,86,0.72,0.685
717531483,Existing Customer,37,M,2,High School,Single,$60K - $80K,Blue,21,5,2,2,3433,964,2469,0.526,4444,87,0.642,0.281
716056158,Attrited Customer,63,M,0,Graduate,Single,$60K - $80K,Blue,51,3,3,3,11619,0,11619,0.631,2395,49,0.361,0
711326583,Existing Customer,62,F,0,High School,Single,Less than $40K,Blue,50,3,3,3,3989,0,3989,0.997,4274,68,0.545,0
712814658,Existing Customer,50,F,0,Graduate,Married,Less than $40K,Blue,43,4,1,2,2393,1499,894,0.784,4755,82,0.745,0.626
773228133,Attrited Customer,39,F,2,Graduate,Married,Less than $40K,Blue,29,3,2,2,1677,0,1677,0.869,2437,41,0.708,0
710453283,Existing Customer,40,F,3,Uneducated,Single,Less than $40K,Blue,27,5,4,2,2035,0,2035,0.779,4107,82,0.783,0
795266208,Existing Customer,39,M,3,College,Single,$120K +,Blue,30,4,2,1,8842,0,8842,0.624,4493,79,0.756,0
712309758,Existing Customer,65,M,0,Graduate,Single,$40K - $60K,Blue,49,3,2,3,13921,1201,12720,0.556,4351,75,0.923,0.086
716625033,Attrited Customer,32,F,1,Graduate,Single,Less than $40K,Blue,36,3,3,6,2761,0,2761,1.047,2753,43,0.654,0
790112133,Existing Customer,47,F,2,Post-Graduate,Single,$40K - $60K,Blue,40,5,3,2,2623,1647,976,0.735,4388,83,0.804,0.628
716782758,Attrited Customer,48,M,3,Graduate,Single,$60K - $80K,Blue,42,3,2,4,19075,0,19075,0.807,2013,32,0.455,0
715588008,Existing Customer,45,M,4,College,Married,$80K - $120K,Blue,31,4,3,3,31978,1659,30319,0.556,2333,51,1.217,0.052
713977308,Existing Customer,62,M,1,Graduate,Single,$120K +,Blue,53,4,3,4,34516,2061,32455,0.564,3820,76,0.767,0.06
708809283,Attrited Customer,41,F,4,Graduate,Divorced,$40K - $60K,Blue,33,1,3,1,10360,2517,7843,0.632,2414,28,0.273,0.243
771529608,Existing Customer,50,M,2,High School,Married,$120K +,Blue,38,5,6,0,10747,1027,9720,0.925,4538,63,0.658,0.096
715776033,Existing Customer,46,M,5,Uneducated,Single,$60K - $80K,Blue,33,4,1,3,3135,0,3135,0.572,4116,68,0.7,0
778619358,Existing Customer,42,F,3,Uneducated,Single,Less than $40K,Blue,22,4,1,4,1438.3,860,578.3,0.761,4754,79,0.837,0.598
789204933,Existing Customer,65,M,1,Uneducated,Single,Less than $40K,Blue,55,3,2,4,8963,0,8963,0.744,4511,76,0.689,0
711100608,Attrited Customer,55,M,1,Uneducated,Single,$60K - $80K,Blue,48,5,2,2,1723,0,1723,1.038,2574,43,0.72,0
719344608,Existing Customer,46,F,3,Graduate,Single,Less than $40K,Blue,27,6,3,3,3901,1001,2900,0.822,4313,72,1.323,0.257
787659483,Existing Customer,58,F,1,Doctorate,Married,Less than $40K,Blue,48,4,2,2,1438.3,801,637.3,0.595,4223,60,0.579,0.557
822948708,Existing Customer,42,F,3,Uneducated,Divorced,Less than $40K,Blue,38,5,2,2,3131,849,2282,0.992,3108,62,0.59,0.271
710080383,Existing Customer,38,F,2,Graduate,Single,$40K - $60K,Blue,36,6,2,3,2331,1709,622,0.851,4417,69,0.816,0.733
715596783,Existing Customer,29,F,1,Uneducated,Married,Less than $40K,Blue,18,3,3,3,1895,1146,749,0.685,4333,72,0.714,0.605
768624258,Attrited Customer,55,F,2,Graduate,Single,Less than $40K,Blue,49,2,1,2,1583,234,1349,0.639,2541,36,0.385,0.148
721412208,Existing Customer,57,F,2,High School,Married,Less than $40K,Blue,36,4,2,2,1438.3,904,534.3,0.761,3887,79,0.837,0.629
708129933,Existing Customer,45,F,4,Graduate,Single,Less than $40K,Blue,36,5,3,2,2072,1544,528,0.903,4210,64,0.939,0.745
719703483,Existing Customer,47,F,1,Doctorate,Divorced,Less than $40K,Blue,37,6,3,3,2707,1367,1340,0.794,4646,73,0.78,0.505
708290208,Existing Customer,43,F,3,High School,Married,Less than $40K,Silver,31,3,3,4,13608,1190,12418,0.553,3118,76,0.767,0.087
816528333,Existing Customer,64,F,0,High School,Single,Less than $40K,Blue,56,6,6,1,2609,1115,1494,0.753,4546,59,0.903,0.427
778760808,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,39,4,1,3,8431,1862,6569,0.59,2008,37,0.682,0.221
718025808,Existing Customer,61,M,0,High School,Divorced,$60K - $80K,Blue,51,6,3,4,5852,1935,3917,0.829,3689,55,0.618,0.331
815860008,Existing Customer,40,F,3,Uneducated,Married,Less than $40K,Blue,35,5,2,4,3140,2183,957,0.58,5109,78,0.733,0.695
720135333,Existing Customer,45,F,5,Graduate,Single,Less than $40K,Blue,34,5,1,0,8694,961,7733,0.551,1753,49,0.441,0.111
716961933,Existing Customer,43,F,2,Graduate,Married,Less than $40K,Blue,36,5,2,4,3589,1808,1781,0.75,4262,70,0.667,0.504
710622333,Existing Customer,39,F,2,High School,Single,$40K - $60K,Blue,28,3,2,2,2751,2258,493,0.634,4386,67,0.675,0.821
714277758,Existing Customer,40,M,1,High School,Single,$40K - $60K,Blue,28,6,2,1,11557,1050,10507,0.754,4064,75,0.786,0.091
714346608,Attrited Customer,51,F,2,Graduate,Single,$40K - $60K,Blue,36,3,1,4,1495,0,1495,0.528,2220,50,0.562,0
714721608,Existing Customer,38,M,3,Graduate,Single,$120K +,Blue,29,4,3,0,9703,941,8762,0.721,4190,81,1.025,0.097
794967408,Existing Customer,53,M,3,Post-Graduate,Married,$80K - $120K,Blue,47,5,2,1,9106,975,8131,0.588,3863,74,0.644,0.107
798481383,Attrited Customer,40,F,3,Uneducated,Married,Less than $40K,Blue,34,5,1,2,2694,0,2694,0.872,2684,38,0.31,0
718697583,Existing Customer,45,M,3,Graduate,Divorced,$60K - $80K,Blue,36,6,3,2,19629,0,19629,0.766,4073,79,0.881,0
711799458,Existing Customer,41,M,4,Graduate,Single,$40K - $60K,Blue,36,3,1,1,6507,1452,5055,0.802,4544,89,0.854,0.223
718005108,Existing Customer,44,F,5,College,Married,Less than $40K,Blue,34,4,1,2,2096,1711,385,0.746,3692,68,0.744,0.816
717877533,Existing Customer,39,F,2,Graduate,Single,$40K - $60K,Blue,36,5,1,1,11314,0,11314,0.674,3761,70,0.628,0
711883833,Existing Customer,50,F,1,Uneducated,Single,Less than $40K,Blue,37,6,1,1,1837,665,1172,0.844,4752,88,0.66,0.362
718171308,Attrited Customer,44,F,3,Graduate,Married,Less than $40K,Blue,36,6,3,4,1984,0,1984,0.89,2506,46,0.643,0
709627983,Existing Customer,56,F,3,Post-Graduate,Single,Less than $40K,Blue,36,4,3,0,2535,1699,836,0.72,4497,68,0.789,0.67
716580933,Existing Customer,63,M,0,Uneducated,Single,$40K - $60K,Blue,36,3,3,3,1970,1224,746,0.54,4533,65,0.625,0.621
772248408,Existing Customer,40,F,3,Graduate,Single,Less than $40K,Blue,29,5,1,4,2694,1833,861,1.044,3366,56,1.074,0.68
770024733,Attrited Customer,53,F,2,Uneducated,Single,$40K - $60K,Blue,47,1,2,3,1699,0,1699,0.602,2520,49,0.531,0
710912733,Existing Customer,44,F,1,Uneducated,Married,Less than $40K,Blue,36,3,2,4,1953,1762,191,0.743,4590,91,0.655,0.902
797169633,Existing Customer,41,M,4,Graduate,Single,$120K +,Blue,35,5,3,3,34516,825,33691,0.982,3127,51,0.962,0.024
712802733,Existing Customer,45,F,4,High School,Divorced,Less than $40K,Blue,36,3,1,4,5486,685,4801,0.879,2965,70,0.556,0.125
716981358,Existing Customer,40,F,2,Post-Graduate,Married,Less than $40K,Blue,32,3,3,0,2107,941,1166,0.975,4858,73,0.738,0.447
717387933,Existing Customer,49,F,2,High School,Divorced,Less than $40K,Blue,36,6,3,3,2976,2257,719,0.75,3837,57,0.781,0.758
738195708,Existing Customer,47,M,2,Graduate,Divorced,$80K - $120K,Blue,40,6,1,3,16741,1225,15516,0.641,3608,56,0.514,0.073
708560733,Existing Customer,42,F,3,Graduate,Divorced,Less than $40K,Blue,36,5,2,3,3714,2517,1197,0.857,4715,85,0.848,0.678
717001908,Attrited Customer,41,F,5,Graduate,Married,Less than $40K,Blue,28,6,2,2,6936,0,6936,0.883,2874,44,0.63,0
768972558,Existing Customer,43,M,5,High School,Married,$120K +,Blue,37,4,3,4,11099,0,11099,0.89,3980,77,0.75,0
716899233,Existing Customer,40,F,4,Graduate,Single,Less than $40K,Gold,20,6,4,3,15987,1965,14022,0.722,4542,70,0.591,0.123
713264583,Existing Customer,43,M,2,High School,Married,$120K +,Silver,23,3,3,2,34516,1153,33363,0.89,4486,71,0.69,0.033
719564208,Attrited Customer,46,F,1,Uneducated,Single,$40K - $60K,Blue,30,3,2,1,7195,0,7195,1.035,2751,47,1.136,0
716680983,Existing Customer,41,F,3,Doctorate,Married,Less than $40K,Blue,36,3,1,1,1956,1053,903,0.941,4924,70,0.795,0.538
715719033,Existing Customer,38,F,3,Post-Graduate,Married,Less than $40K,Blue,32,4,3,2,3317,2517,800,0.862,3772,74,1,0.759
720419358,Existing Customer,35,F,2,Uneducated,Single,Less than $40K,Blue,36,3,2,1,2942,2100,842,0.694,4548,71,0.821,0.714
772545858,Existing Customer,49,F,4,Graduate,Married,Less than $40K,Blue,39,4,2,3,5095,0,5095,0.729,3808,89,0.508,0
717800358,Existing Customer,48,M,3,High School,Single,$80K - $120K,Blue,36,3,3,4,10111,868,9243,0.748,4791,68,0.889,0.086
798041508,Attrited Customer,50,F,4,Graduate,Single,Less than $40K,Blue,44,2,3,2,3201,2517,684,0.445,1880,42,0.355,0.786
718982058,Existing Customer,37,M,3,Graduate,Divorced,$40K - $60K,Blue,36,5,2,0,5987,1405,4582,0.952,4011,72,0.674,0.235
716841783,Existing Customer,51,M,0,Graduate,Married,$120K +,Blue,36,4,2,3,18733,1292,17441,0.442,5080,85,0.491,0.069
794524833,Existing Customer,36,F,3,Graduate,Single,$40K - $60K,Blue,18,4,3,3,2265,1345,920,0.808,4009,73,0.49,0.594
714372333,Attrited Customer,59,F,0,Doctorate,Married,Less than $40K,Blue,52,6,4,2,2302,0,2302,0.52,2256,40,0.667,0
708549033,Existing Customer,50,F,1,High School,Married,Less than $40K,Blue,32,4,1,3,2055,1276,779,0.869,5025,70,0.707,0.621
708378108,Existing Customer,39,F,1,Post-Graduate,Married,$40K - $60K,Blue,36,5,3,2,2147,771,1376,0.69,4631,76,0.767,0.359
779320008,Attrited Customer,43,M,3,College,Married,$80K - $120K,Blue,25,3,3,3,2900,2517,383,0.719,2180,31,0.409,0.868
715312158,Existing Customer,41,F,2,Graduate,Single,Less than $40K,Blue,29,4,2,3,2670,2079,591,0.649,3895,59,0.788,0.779
714393708,Existing Customer,54,F,0,College,Married,$40K - $60K,Blue,46,6,2,3,2254,533,1721,1.043,4913,84,0.909,0.236
712481733,Existing Customer,55,F,2,Graduate,Married,Less than $40K,Blue,36,4,2,4,1438.3,739,699.3,0.727,4078,77,0.54,0.514
780201633,Attrited Customer,41,F,3,Graduate,Single,$40K - $60K,Blue,31,4,3,2,5655,1154,4501,0.702,2189,51,0.7,0.204
709980783,Existing Customer,51,F,3,High School,Divorced,Less than $40K,Blue,36,4,3,0,3961,1729,2232,0.783,4066,63,0.8,0.437
788095158,Attrited Customer,52,M,3,Uneducated,Married,$80K - $120K,Blue,44,3,3,3,11606,0,11606,0.797,2623,39,0.393,0
757167633,Existing Customer,50,M,2,Uneducated,Single,$60K - $80K,Blue,43,4,3,3,4388,642,3746,0.815,3836,81,0.723,0.146
779739783,Existing Customer,43,M,2,Graduate,Married,$60K - $80K,Blue,28,6,3,2,19826,1389,18437,0.614,3561,73,0.659,0.07
758653833,Existing Customer,34,F,1,Graduate,Married,$40K - $60K,Blue,27,3,1,3,2173,0,2173,0.922,4392,83,0.766,0
716855058,Attrited Customer,49,F,4,Graduate,Married,Less than $40K,Blue,38,5,2,4,1757,0,1757,0.89,2557,45,0.406,0
708433683,Existing Customer,54,M,2,Graduate,Married,$80K - $120K,Blue,37,3,2,3,3164,2201,963,0.679,4410,86,0.623,0.696
713175483,Existing Customer,44,F,2,Graduate,Married,Less than $40K,Blue,40,6,2,2,6022,871,5151,0.6,3745,74,0.423,0.145
709500183,Attrited Customer,46,F,3,College,Married,Less than $40K,Blue,36,2,3,4,1804,0,1804,0.537,2077,44,0.419,0
789238683,Existing Customer,53,M,2,Uneducated,Divorced,$120K +,Blue,42,4,2,2,22664,0,22664,0.749,4586,89,0.745,0
710502258,Existing Customer,39,M,3,Graduate,Single,$60K - $80K,Blue,36,5,3,4,2527,2204,323,0.9,4598,85,0.771,0.872
715445058,Attrited Customer,49,F,0,Doctorate,Married,Less than $40K,Blue,40,3,4,4,3547,2517,1030,0.805,2715,45,0.731,0.71
719464758,Existing Customer,52,F,1,College,Single,Less than $40K,Blue,43,5,2,3,1438.3,604,834.3,0.81,4219,83,0.694,0.42
717093858,Existing Customer,49,F,2,College,Married,Less than $40K,Blue,36,4,3,3,2154,1490,664,0.727,3664,63,0.853,0.692
718924983,Existing Customer,59,M,0,Uneducated,Single,$60K - $80K,Blue,48,5,1,3,4906,1302,3604,0.862,4833,80,0.905,0.265
715779333,Existing Customer,45,F,3,Graduate,Single,Less than $40K,Blue,36,5,2,3,4753,0,4753,0.856,3895,71,0.578,0
708117933,Attrited Customer,44,F,2,Graduate,Divorced,Less than $40K,Blue,36,3,2,3,1880,0,1880,0.519,2469,34,0.417,0
789563658,Existing Customer,64,M,0,College,Single,Less than $40K,Silver,56,5,4,4,12155,0,12155,0.446,4618,60,0.875,0
709239483,Existing Customer,49,F,1,Graduate,Married,$40K - $60K,Blue,36,5,3,1,2721,1527,1194,0.743,4622,88,0.725,0.561
766456683,Existing Customer,51,F,1,Graduate,Married,Less than $40K,Blue,44,6,2,0,6160,2258,3902,0.717,3986,80,0.6,0.367
779703258,Existing Customer,41,F,4,Graduate,Single,Less than $40K,Blue,24,3,3,1,2069,1393,676,0.875,4962,70,0.75,0.673
709719333,Existing Customer,41,M,2,High School,Single,$80K - $120K,Blue,29,6,3,4,28422,1258,27164,0.672,4841,80,0.6,0.044
717016833,Existing Customer,39,M,4,Uneducated,Married,$80K - $120K,Blue,27,6,4,2,1438.3,0,1438.3,0.797,4282,69,0.725,0
711017433,Existing Customer,41,M,3,Graduate,Divorced,Less than $40K,Blue,23,5,2,4,1438.3,0,1438.3,0.735,4416,68,0.744,0
712706058,Attrited Customer,44,F,5,Graduate,Single,Less than $40K,Blue,37,1,2,4,1491,0,1491,0.551,1970,46,0.484,0
806995683,Existing Customer,61,M,0,Doctorate,Single,$60K - $80K,Blue,56,4,1,3,4783,2517,2266,1.024,2870,50,1.174,0.526
789209283,Existing Customer,48,F,3,High School,Single,Less than $40K,Blue,37,5,3,0,4361,806,3555,0.627,4518,84,0.75,0.185
715506258,Existing Customer,50,M,2,High School,Married,$80K - $120K,Blue,36,6,2,1,16388,2001,14387,0.547,4477,83,0.66,0.122
711871758,Attrited Customer,30,F,1,Graduate,Married,Less than $40K,Blue,36,2,2,3,2905,2517,388,0.725,2487,39,0.393,0.866
772655733,Existing Customer,41,M,1,Uneducated,Single,$80K - $120K,Blue,31,6,2,4,2404,1887,517,0.592,4489,75,0.744,0.785
719519058,Attrited Customer,55,F,4,High School,Married,Less than $40K,Blue,36,4,2,3,1477,0,1477,0.719,2419,49,0.531,0
716873733,Attrited Customer,43,F,4,Post-Graduate,Divorced,Less than $40K,Blue,30,4,3,3,3556,2517,1039,0.651,2639,53,0.71,0.708
780383358,Existing Customer,48,M,3,Graduate,Married,$60K - $80K,Blue,38,6,1,0,5649,748,4901,1.077,4683,72,0.946,0.132
716308683,Existing Customer,47,F,3,High School,Married,Less than $40K,Blue,36,6,2,3,6524,1993,4531,0.815,4267,66,0.886,0.305
712303908,Existing Customer,47,F,4,College,Married,Less than $40K,Blue,38,3,1,2,2633,1924,709,0.806,3407,66,0.535,0.731
715572783,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Blue,31,6,1,2,7693,0,7693,0.579,4573,93,0.632,0
779340183,Existing Customer,53,F,1,College,Single,Less than $40K,Blue,35,3,2,4,2482,916,1566,0.632,4295,72,0.532,0.369
771952683,Existing Customer,47,F,3,High School,Married,Less than $40K,Blue,36,3,2,2,3035,0,3035,1.222,3847,63,0.658,0
716639058,Existing Customer,51,M,2,Graduate,Single,$120K +,Blue,40,4,3,3,26308,0,26308,0.647,3278,53,0.828,0
713368833,Existing Customer,49,M,2,College,Single,$60K - $80K,Blue,41,6,3,4,6205,2233,3972,0.662,3906,64,0.684,0.36
713926308,Existing Customer,35,F,3,Uneducated,Single,Less than $40K,Blue,36,4,2,3,2624,1458,1166,0.809,4487,61,0.743,0.556
720206658,Attrited Customer,40,F,3,Graduate,Married,Less than $40K,Blue,29,6,2,4,1479,458,1021,0.466,1811,44,0.517,0.31
708720558,Existing Customer,44,M,3,College,Married,$60K - $80K,Blue,30,5,2,0,4489,0,4489,0.693,3773,64,0.455,0
710674533,Attrited Customer,46,M,1,Uneducated,Married,$60K - $80K,Blue,34,3,3,4,15060,0,15060,0.545,1611,42,0.4,0
779468808,Existing Customer,43,M,1,High School,Married,$40K - $60K,Blue,25,6,3,3,1616,0,1616,0.794,4961,78,0.814,0
790000608,Existing Customer,64,F,1,Graduate,Single,Less than $40K,Blue,56,4,1,1,6723,968,5755,0.832,3838,67,0.811,0.144
770917608,Existing Customer,42,F,1,Uneducated,Married,Less than $40K,Blue,29,3,4,2,2756,1911,845,0.774,4656,62,0.879,0.693
716307558,Attrited Customer,50,F,3,High School,Married,Less than $40K,Blue,40,6,2,4,2897,1506,1391,0.618,2214,46,0.484,0.52
719048133,Existing Customer,52,F,2,Uneducated,Married,Less than $40K,Blue,42,6,3,0,5456,0,5456,0.337,3470,65,0.625,0
771488583,Existing Customer,46,F,1,Graduate,Single,$40K - $60K,Blue,34,4,2,2,3569,0,3569,0.706,4186,72,0.636,0
717202908,Existing Customer,39,M,5,College,Married,$80K - $120K,Blue,29,3,3,4,34198,1804,32394,0.934,4270,59,0.639,0.053
720696558,Existing Customer,44,M,2,Graduate,Single,$80K - $120K,Blue,31,5,2,4,34516,1311,33205,0.6,4485,85,0.771,0.038
788989083,Existing Customer,57,F,3,College,Single,$40K - $60K,Blue,44,3,1,2,2817,1864,953,0.7,4535,82,0.745,0.662
720398958,Existing Customer,53,F,1,Uneducated,Single,Less than $40K,Blue,43,6,2,3,2126,1257,869,0.632,4340,70,0.892,0.591
716530533,Existing Customer,43,F,2,Uneducated,Single,Less than $40K,Blue,36,3,1,4,2573,1640,933,0.873,4094,77,0.638,0.637
708879483,Existing Customer,48,F,1,College,Divorced,Less than $40K,Blue,36,6,3,0,4006,1646,2360,0.746,5006,89,0.534,0.411
781320783,Attrited Customer,47,M,2,Graduate,Divorced,$80K - $120K,Blue,41,3,2,3,4586,0,4586,0.812,2529,43,0.433,0
711657783,Existing Customer,50,F,2,College,Single,Less than $40K,Blue,41,6,3,4,1438.3,0,1438.3,0.872,4617,67,0.634,0
714100008,Attrited Customer,47,F,2,College,Married,Less than $40K,Blue,36,6,2,3,5667,2517,3150,0.684,2176,38,0.267,0.444
798030933,Existing Customer,47,M,4,College,Single,$60K - $80K,Blue,41,5,2,3,15594,0,15594,0.631,4745,75,0.786,0
708705783,Attrited Customer,47,M,3,Doctorate,Married,$60K - $80K,Blue,36,6,3,1,1584,1214,370,0.887,2628,41,0.64,0.766
778949133,Existing Customer,44,M,1,Uneducated,Married,$80K - $120K,Blue,29,4,3,3,13298,1694,11604,0.824,3476,66,0.784,0.127
716842908,Existing Customer,41,F,5,Uneducated,Single,Less than $40K,Blue,30,4,2,1,1762,1051,711,0.785,4986,80,0.739,0.596
787513533,Existing Customer,47,F,1,Uneducated,Married,Less than $40K,Blue,36,6,3,3,2245,1503,742,0.754,3344,54,0.543,0.669
717949983,Existing Customer,47,M,1,Uneducated,Married,$40K - $60K,Blue,36,3,2,3,8168,2137,6031,0.659,3554,82,0.822,0.262
714089658,Attrited Customer,41,M,2,Graduate,Single,$60K - $80K,Blue,36,3,2,1,2238,0,2238,0.452,2063,42,0.5,0
718863258,Attrited Customer,54,F,2,Doctorate,Married,Less than $40K,Blue,41,2,2,3,3881,2517,1364,0.815,2463,38,0.407,0.649
717549408,Existing Customer,44,M,4,Graduate,Married,$80K - $120K,Blue,36,3,1,3,20485,0,20485,0.751,3024,51,1.04,0
770293758,Existing Customer,44,M,3,High School,Single,Less than $40K,Blue,38,6,1,2,2111,1047,1064,0.971,4830,82,0.952,0.496
721276383,Existing Customer,47,F,2,Post-Graduate,Divorced,$40K - $60K,Blue,33,6,2,3,5624,1216,4408,0.691,3843,66,1,0.216
708585933,Existing Customer,44,F,4,High School,Single,Less than $40K,Blue,36,6,2,3,1656,1429,227,0.777,4258,77,0.75,0.863
713283933,Attrited Customer,42,M,2,Uneducated,Married,$40K - $60K,Blue,30,1,3,3,3032,0,3032,0.429,2273,44,0.517,0
714915633,Attrited Customer,42,M,0,High School,Single,$60K - $80K,Blue,36,4,3,6,15699,0,15699,0.569,1793,40,0.6,0
709236633,Existing Customer,40,F,3,Uneducated,Divorced,$40K - $60K,Blue,28,3,1,3,6608,2270,4338,0.75,4033,58,0.657,0.344
827948133,Existing Customer,47,F,3,Graduate,Single,Less than $40K,Blue,43,4,2,4,5062,1423,3639,0.775,4535,68,0.417,0.281
718946358,Existing Customer,44,M,3,Uneducated,Single,$40K - $60K,Blue,30,3,3,2,1547,0,1547,0.792,4348,63,0.615,0
714400308,Existing Customer,60,F,0,Uneducated,Single,Less than $40K,Silver,49,3,1,1,11060,1647,9413,0.938,4545,83,0.766,0.149
789670533,Existing Customer,41,F,2,High School,Married,$40K - $60K,Blue,26,5,1,2,1438.3,0,1438.3,0.66,4300,67,0.675,0
827074758,Existing Customer,42,F,3,Uneducated,Single,Less than $40K,Blue,38,4,1,4,1538,868,670,0.828,5228,61,0.694,0.564
818326083,Existing Customer,54,F,3,High School,Married,$40K - $60K,Blue,49,5,1,2,1438.3,886,552.3,0.822,4385,91,0.717,0.616
712292133,Attrited Customer,45,F,3,College,Married,Less than $40K,Blue,36,4,2,4,2330,2294,36,0.456,2107,40,0.333,0.985
709449333,Existing Customer,49,M,1,High School,Single,$60K - $80K,Blue,40,6,2,2,3170,1428,1742,0.876,4097,72,0.565,0.45
788840283,Existing Customer,42,F,2,Post-Graduate,Divorced,Less than $40K,Blue,26,5,2,3,2120,1527,593,0.744,4741,86,0.72,0.72
716013858,Existing Customer,53,M,0,Graduate,Single,$80K - $120K,Blue,34,3,1,4,20231,1434,18797,0.543,5002,78,0.66,0.071
751422258,Existing Customer,45,F,4,Graduate,Married,Less than $40K,Blue,38,6,3,2,5583,0,5583,0.748,3317,71,0.821,0
715691808,Existing Customer,41,F,3,Uneducated,Divorced,Less than $40K,Blue,30,5,3,4,7764,621,7143,0.67,3955,72,0.756,0.08
794273283,Attrited Customer,51,M,3,Uneducated,Single,$80K - $120K,Blue,45,3,3,3,25670,0,25670,0.952,2709,51,0.645,0
788838033,Attrited Customer,45,M,2,College,Single,$60K - $80K,Blue,29,3,2,4,3841,0,3841,0.794,2832,48,0.846,0
712778658,Existing Customer,52,F,3,Graduate,Married,Less than $40K,Blue,39,4,3,3,2001,909,1092,0.772,4238,63,0.8,0.454
789580908,Existing Customer,44,F,3,High School,Single,Less than $40K,Blue,37,3,2,2,8512,1471,7041,0.867,4056,81,0.841,0.173
778965183,Existing Customer,47,F,3,Uneducated,Divorced,$40K - $60K,Blue,30,5,3,2,5869,2517,3352,0.505,4166,85,0.809,0.429
789013833,Attrited Customer,50,M,2,High School,Married,$120K +,Silver,37,5,2,1,34516,399,34117,0.726,2118,41,0.519,0.012
720091083,Existing Customer,43,M,4,Graduate,Married,$120K +,Blue,31,6,1,3,6467,1887,4580,0.442,4098,61,0.605,0.292
709679658,Existing Customer,58,F,2,Graduate,Single,$40K - $60K,Blue,50,4,3,3,5386,0,5386,0.777,4846,84,0.68,0
779296908,Existing Customer,46,F,3,Graduate,Single,Less than $40K,Blue,28,5,3,3,1438.3,576,862.3,0.774,5098,66,0.833,0.4
789775308,Existing Customer,54,F,2,Doctorate,Divorced,Less than $40K,Blue,43,6,1,3,1438.3,1120,318.3,0.817,4880,77,0.75,0.779
714726858,Attrited Customer,31,F,0,Post-Graduate,Divorced,Less than $40K,Blue,36,6,3,3,4871,0,4871,0.89,2773,34,0.789,0
710926383,Existing Customer,32,F,2,Post-Graduate,Married,$40K - $60K,Blue,24,5,3,1,1553,1177,376,0.638,4549,68,0.659,0.758
717172308,Attrited Customer,45,F,3,High School,Married,$40K - $60K,Blue,37,4,2,4,3304,0,3304,0.532,1731,32,0.28,0
785024808,Existing Customer,53,F,1,High School,Single,Less than $40K,Blue,47,6,2,3,3378,2134,1244,0.541,4464,83,0.93,0.632
710277183,Existing Customer,34,F,3,Uneducated,Single,$40K - $60K,Blue,27,3,2,4,2313,1775,538,0.773,4317,68,0.545,0.767
714647808,Existing Customer,49,F,0,Graduate,Single,Less than $40K,Blue,39,4,3,0,2434,0,2434,0.788,4628,73,0.622,0
709857033,Existing Customer,60,F,1,College,Single,$40K - $60K,Blue,50,5,1,3,1438.3,0,1438.3,0.578,4148,84,0.714,0
714283458,Existing Customer,40,M,2,College,Single,$80K - $120K,Blue,36,5,1,4,14544,0,14544,0.768,4064,92,0.769,0
804829533,Attrited Customer,59,M,0,High School,Single,$60K - $80K,Blue,54,3,6,6,24621,471,24150,0.85,2864,51,0.759,0.019
720028683,Existing Customer,49,F,2,High School,Married,$40K - $60K,Blue,39,5,3,4,2720,1926,794,0.602,3806,61,0.794,0.708
719672283,Existing Customer,47,M,4,Graduate,Married,$60K - $80K,Silver,39,4,2,4,33122,1587,31535,0.475,3145,63,0.75,0.048
719054733,Existing Customer,52,F,0,Post-Graduate,Single,Less than $40K,Blue,40,4,3,2,1438.3,797,641.3,0.87,4673,69,0.568,0.554
793336383,Existing Customer,47,F,1,High School,Married,Less than $40K,Blue,41,3,3,4,2709,2034,675,0.606,4915,92,0.84,0.751
715650783,Existing Customer,41,M,2,High School,Married,$60K - $80K,Blue,36,6,2,2,4499,0,4499,0.765,4906,75,0.667,0
713041683,Attrited Customer,55,M,2,Graduate,Married,$120K +,Blue,36,3,2,4,4697,0,4697,0.544,1867,34,0.478,0
709663608,Attrited Customer,43,F,1,Graduate,Married,Less than $40K,Blue,36,4,2,4,1536,0,1536,0.571,1973,36,0.333,0
754851783,Existing Customer,39,M,4,High School,Married,$60K - $80K,Blue,32,4,2,2,19198,2218,16980,0.802,4423,90,0.667,0.116
778905033,Existing Customer,45,F,5,Graduate,Divorced,Less than $40K,Blue,26,3,5,2,1438.3,1226,212.3,0.638,3889,60,0.818,0.852
720844008,Existing Customer,54,F,4,Graduate,Single,Less than $40K,Blue,45,6,2,2,1990,1747,243,0.924,5216,87,0.891,0.878
714286383,Existing Customer,59,M,0,High School,Single,$120K +,Blue,36,4,3,3,3422,1039,2383,0.475,3337,65,0.512,0.304
812411058,Attrited Customer,49,F,0,Uneducated,Single,Less than $40K,Blue,44,3,3,2,2094,0,2094,0.897,2690,46,0.484,0
712311258,Existing Customer,48,F,3,Uneducated,Single,$40K - $60K,Blue,36,5,3,3,1906,1259,647,0.932,4634,54,0.862,0.661
720384633,Existing Customer,48,M,3,Uneducated,Single,$40K - $60K,Blue,36,6,3,2,3786,0,3786,0.715,3403,70,0.489,0
810868758,Existing Customer,39,M,3,Uneducated,Married,$40K - $60K,Blue,34,5,1,2,12078,1687,10391,0.482,2384,52,1.167,0.14
712160058,Attrited Customer,59,F,2,Uneducated,Married,Less than $40K,Blue,51,5,5,4,1438.3,0,1438.3,0.656,2146,44,0.63,0
779130108,Attrited Customer,33,F,0,Uneducated,Single,$40K - $60K,Blue,15,3,2,6,1438.3,0,1438.3,0.835,2527,49,0.69,0
712335858,Existing Customer,48,F,4,Graduate,Married,Less than $40K,Blue,36,4,3,2,2620,2081,539,0.99,4867,67,0.763,0.794
789643383,Existing Customer,49,M,2,Uneducated,Married,$60K - $80K,Blue,35,3,3,3,13435,0,13435,0.747,3575,56,1.154,0
717733158,Existing Customer,43,F,3,Doctorate,Married,Less than $40K,Blue,29,4,2,3,3186,2517,669,0.59,4197,84,0.909,0.79
713205108,Existing Customer,42,F,4,Graduate,Married,$40K - $60K,Blue,27,3,1,1,1950,1062,888,0.48,3873,76,0.854,0.545
719749083,Existing Customer,63,M,0,Doctorate,Single,Less than $40K,Blue,54,5,2,0,7098,2224,4874,0.864,3465,59,0.788,0.313
811762383,Existing Customer,42,F,2,Graduate,Married,Less than $40K,Blue,37,4,2,1,2250,1788,462,0.523,4908,71,1.152,0.795
708710283,Existing Customer,45,M,5,Doctorate,Married,$120K +,Silver,36,6,1,4,34516,2038,32478,1.007,4067,75,1.206,0.059
708542283,Existing Customer,58,F,1,Doctorate,Married,Less than $40K,Blue,47,5,3,4,2495,2061,434,0.849,4399,70,0.707,0.826
720667383,Existing Customer,39,F,2,High School,Married,Less than $40K,Blue,32,5,3,1,3086,2213,873,0.695,4684,81,0.8,0.717
822952158,Existing Customer,53,F,2,Graduate,Married,Less than $40K,Blue,49,4,2,4,1520,0,1520,0.566,4256,73,0.622,0
716922633,Attrited Customer,38,M,2,Uneducated,Single,$120K +,Blue,30,6,3,4,4043,2517,1526,0.602,2600,47,0.621,0.623
709081683,Existing Customer,65,M,1,High School,Single,Less than $40K,Blue,54,3,1,3,4599,1438,3161,0.832,4208,69,0.865,0.313
758106108,Existing Customer,45,F,2,Uneducated,Single,Less than $40K,Blue,38,3,2,1,7486,1758,5728,0.613,4604,70,0.707,0.235
711445233,Existing Customer,42,F,5,Uneducated,Single,Less than $40K,Blue,36,6,3,1,1438.3,0,1438.3,0.813,4653,78,0.95,0
780496833,Attrited Customer,56,F,1,College,Single,Less than $40K,Blue,43,3,2,2,2846,0,2846,0.747,2122,44,0.419,0
720057183,Existing Customer,49,F,4,Doctorate,Single,Less than $40K,Blue,42,5,1,4,7789,957,6832,0.724,3412,70,0.842,0.123
789081408,Attrited Customer,44,F,4,Uneducated,Single,Less than $40K,Blue,32,6,3,4,1438.3,170,1268.3,0.889,2527,45,0.406,0.118
715452408,Existing Customer,37,F,2,Graduate,Divorced,Less than $40K,Blue,36,4,3,3,1734,987,747,0.879,4727,67,0.914,0.569
788705358,Existing Customer,44,M,4,High School,Married,$120K +,Blue,33,4,1,4,14527,2070,12457,0.525,3965,58,0.568,0.142
772105608,Existing Customer,48,F,4,Uneducated,Single,Less than $40K,Blue,37,6,3,4,2646,872,1774,0.865,4246,80,0.739,0.33
718396533,Existing Customer,47,M,3,College,Single,$80K - $120K,Blue,38,5,3,3,8185,1556,6629,0.806,4527,83,0.93,0.19
712949733,Existing Customer,46,M,5,High School,Single,$40K - $60K,Blue,37,3,2,3,6340,1985,4355,0.403,3536,61,0.419,0.313
772036233,Existing Customer,62,M,1,Graduate,Single,$80K - $120K,Blue,51,6,2,3,5711,0,5711,0.583,4320,72,0.674,0
713285058,Existing Customer,46,F,3,Doctorate,Single,Less than $40K,Blue,34,4,3,4,2258,1600,658,0.607,4275,76,0.551,0.709
710289783,Attrited Customer,43,F,2,Uneducated,Divorced,Less than $40K,Blue,25,5,2,4,2086,2007,79,1.051,2537,48,0.6,0.962
780390108,Existing Customer,44,F,3,College,Married,$40K - $60K,Blue,34,3,1,2,3256,1013,2243,0.988,5079,81,0.841,0.311
720585183,Existing Customer,50,M,3,High School,Married,$60K - $80K,Blue,35,3,3,2,14854,2136,12718,0.568,3659,68,0.581,0.144
711831558,Existing Customer,49,M,4,College,Divorced,$120K +,Blue,41,3,1,1,7184,1207,5977,0.657,3244,58,1,0.168
717017808,Existing Customer,62,M,0,Uneducated,Single,$40K - $60K,Blue,52,6,1,2,9065,641,8424,0.788,4693,83,0.627,0.071
823615983,Attrited Customer,54,M,2,Uneducated,Single,$40K - $60K,Blue,50,2,1,3,3682,2517,1165,0.379,1642,35,0.25,0.684
807587433,Attrited Customer,56,F,2,Doctorate,Married,Less than $40K,Blue,51,4,6,5,1438.3,0,1438.3,0.699,2229,40,0.6,0
714435408,Existing Customer,57,M,3,High School,Single,$80K - $120K,Blue,38,4,3,1,12663,1028,11635,0.791,3297,54,0.688,0.081
718994583,Existing Customer,48,F,2,College,Single,Less than $40K,Blue,35,3,3,1,1438.3,816,622.3,0.842,4777,69,0.917,0.567
793616883,Existing Customer,39,F,5,Graduate,Single,Less than $40K,Blue,33,5,2,2,1438.3,668,770.3,0.931,5205,78,0.773,0.464
713370033,Attrited Customer,53,F,0,Graduate,Single,Less than $40K,Blue,40,4,1,4,1438.3,0,1438.3,0.503,2014,53,0.472,0
778830933,Existing Customer,40,M,3,Graduate,Married,$80K - $120K,Blue,21,3,2,0,1804,1040,764,1.002,5308,78,0.773,0.576
736145283,Existing Customer,43,M,2,College,Married,$80K - $120K,Blue,24,6,1,4,1669,0,1669,0.698,3591,59,0.788,0
719482008,Existing Customer,45,M,1,Uneducated,Single,$60K - $80K,Blue,35,5,3,2,21696,1036,20660,0.965,3354,76,0.854,0.048
715004808,Existing Customer,49,F,2,High School,Married,Less than $40K,Blue,39,5,3,1,2992,1845,1147,0.707,4339,84,0.75,0.617
720014358,Existing Customer,38,F,1,Doctorate,Single,Less than $40K,Blue,26,5,2,4,1934,985,949,0.72,4019,78,0.857,0.509
718208358,Existing Customer,43,M,5,Uneducated,Married,$120K +,Blue,31,4,3,4,34516,830,33686,0.54,3789,57,0.541,0.024
713380308,Existing Customer,42,F,4,Uneducated,Single,Less than $40K,Blue,36,6,2,1,1734,0,1734,0.593,4092,76,1.054,0
716477133,Existing Customer,42,F,4,Uneducated,Single,Less than $40K,Blue,32,3,3,4,1438.3,838,600.3,0.61,3910,75,0.63,0.583
713949858,Attrited Customer,39,F,2,Doctorate,Married,Less than $40K,Blue,36,4,3,4,1438.3,886,552.3,0.24,1674,42,0.312,0.616
827619933,Existing Customer,48,M,2,Uneducated,Single,$40K - $60K,Blue,44,3,1,2,9673,0,9673,0.655,3541,87,0.851,0
779135808,Existing Customer,56,F,2,Doctorate,Single,$40K - $60K,Blue,38,5,1,4,3609,1026,2583,0.67,4318,81,0.588,0.284
719751483,Attrited Customer,39,F,2,Uneducated,Single,Less than $40K,Blue,36,4,3,1,1438.3,576,862.3,0.849,2567,48,0.6,0.4
708219858,Existing Customer,39,M,2,Graduate,Single,$40K - $60K,Blue,26,6,3,2,6423,0,6423,1.051,4295,70,0.795,0
779681433,Attrited Customer,48,F,3,Graduate,Married,$40K - $60K,Blue,31,6,3,4,14899,0,14899,0.381,1519,26,0.368,0
720169383,Existing Customer,52,F,2,College,Married,$40K - $60K,Blue,41,3,1,1,3224,2111,1113,0.601,3707,74,0.682,0.655
718056033,Existing Customer,44,F,3,High School,Married,Less than $40K,Blue,34,5,3,2,4135,1606,2529,0.734,3334,56,0.6,0.388
822902508,Existing Customer,41,F,3,College,Single,$40K - $60K,Blue,37,3,3,3,8376,1219,7157,0.644,4015,77,0.75,0.146
715502808,Existing Customer,42,M,3,High School,Married,$80K - $120K,Blue,36,4,3,2,25944,1987,23957,0.566,4442,76,0.767,0.077
788755158,Existing Customer,49,M,3,High School,Married,$60K - $80K,Blue,29,4,3,1,1438.3,535,903.3,0.678,3016,80,0.739,0.372
780038058,Attrited Customer,38,F,0,High School,Single,Less than $40K,Blue,22,3,2,5,1556,0,1556,0.69,2283,46,0.586,0
709536483,Attrited Customer,57,M,3,Graduate,Married,$60K - $80K,Blue,49,5,0,3,8701,215,8486,0.527,1999,41,0.414,0.025
712563408,Attrited Customer,33,M,2,Uneducated,Single,$40K - $60K,Blue,18,1,1,6,5600,2517,3083,0.628,2296,46,0.586,0.449
708145908,Existing Customer,61,F,0,Graduate,Married,$40K - $60K,Blue,50,3,3,0,4906,2185,2721,0.66,3999,71,1.088,0.445
717755058,Existing Customer,41,F,4,Doctorate,Single,Less than $40K,Blue,36,4,3,4,2687,1317,1370,0.58,4096,76,0.727,0.49
789109983,Existing Customer,40,F,3,High School,Divorced,$40K - $60K,Blue,28,4,1,4,4464,1418,3046,0.92,3870,73,0.46,0.318
802600233,Existing Customer,51,F,2,Graduate,Single,$40K - $60K,Blue,45,5,1,3,1438.3,869,569.3,0.791,4124,59,0.967,0.604
720449208,Existing Customer,34,F,1,College,Married,Less than $40K,Blue,16,6,1,4,2221,1814,407,0.82,4758,64,0.641,0.817
719557983,Existing Customer,42,M,4,Uneducated,Married,$60K - $80K,Blue,36,5,3,3,2966,2371,595,0.969,4416,83,0.844,0.799
766111383,Existing Customer,38,F,2,High School,Married,$40K - $60K,Blue,31,4,2,4,1593,1091,502,0.87,4136,67,0.718,0.685
789367083,Existing Customer,41,F,2,Uneducated,Single,Less than $40K,Blue,31,5,3,3,2450,1490,960,0.747,3778,64,0.684,0.608
710538183,Existing Customer,53,F,3,Graduate,Divorced,Less than $40K,Blue,42,3,2,4,1529,563,966,0.785,4220,83,0.844,0.368
708534033,Existing Customer,45,F,3,Graduate,Single,$40K - $60K,Blue,36,5,2,2,6274,883,5391,0.626,4726,82,0.708,0.141
788940558,Existing Customer,41,F,3,Graduate,Married,Less than $40K,Blue,27,6,1,2,2134,1085,1049,0.656,4224,75,1.027,0.508
714722808,Existing Customer,50,M,1,College,Married,$80K - $120K,Blue,33,5,3,2,17158,1211,15947,0.778,4153,91,0.685,0.071
713249883,Existing Customer,51,F,2,Uneducated,Married,$40K - $60K,Blue,36,6,3,3,3359,873,2486,0.785,4572,81,0.688,0.26
714207483,Existing Customer,47,M,3,Graduate,Married,$80K - $120K,Blue,41,6,1,4,11997,1424,10573,0.749,4125,80,0.86,0.119
720068808,Existing Customer,41,F,2,Graduate,Married,Less than $40K,Blue,32,3,3,2,3302,1980,1322,0.625,3899,65,0.711,0.6
778601733,Attrited Customer,55,F,3,High School,Single,$40K - $60K,Blue,47,5,4,3,2687,1689,998,0.714,2370,34,0.789,0.629
709779258,Existing Customer,53,F,3,Post-Graduate,Married,Less than $40K,Blue,43,4,3,4,1438.3,0,1438.3,0.939,4075,71,0.614,0
713696808,Attrited Customer,46,F,3,High School,Married,Less than $40K,Blue,39,3,3,0,1801,316,1485,0.494,2252,42,0.4,0.175
720044658,Attrited Customer,53,M,1,Post-Graduate,Single,$60K - $80K,Blue,46,6,2,4,4573,2076,2497,0.839,2720,46,0.484,0.454
716373483,Attrited Customer,48,F,5,Graduate,Married,Less than $40K,Blue,40,4,3,2,2860,2517,343,0.38,1544,45,0.364,0.88
714305508,Existing Customer,46,F,3,Uneducated,Married,$40K - $60K,Blue,36,6,3,2,13387,0,13387,0.746,3706,81,0.62,0
712202433,Existing Customer,46,F,2,High School,Single,Less than $40K,Blue,36,3,3,4,2283,1020,1263,0.944,3687,68,1.125,0.447
778372158,Existing Customer,49,F,5,High School,Married,$40K - $60K,Blue,33,6,3,2,2506,1549,957,0.752,4747,91,0.936,0.618
714176133,Existing Customer,47,F,1,Uneducated,Single,Less than $40K,Blue,36,5,2,3,1438.3,735,703.3,0.762,4220,87,0.673,0.511
715765758,Existing Customer,54,F,2,Uneducated,Single,Less than $40K,Blue,41,5,2,4,1438.3,814,624.3,0.675,4217,72,0.5,0.566
803097333,Existing Customer,41,M,2,Graduate,Married,$80K - $120K,Blue,35,3,3,4,10873,1514,9359,0.879,5089,82,0.783,0.139
710411358,Attrited Customer,39,F,4,College,Married,$40K - $60K,Blue,28,4,2,4,7596,2199,5397,0.633,2164,45,0.5,0.289
715660308,Attrited Customer,54,F,3,College,Married,Less than $40K,Blue,44,5,3,2,2921,2412,509,0.823,2612,33,0.375,0.826
711866358,Existing Customer,42,F,3,High School,Single,$40K - $60K,Blue,30,4,2,3,10136,0,10136,0.428,4429,78,0.472,0
710738883,Existing Customer,52,F,3,High School,Married,Less than $40K,Blue,36,4,2,3,2187,1094,1093,0.843,4222,61,0.649,0.5
717822108,Existing Customer,60,F,0,Uneducated,Single,Less than $40K,Blue,48,3,2,3,3302,2517,785,0.785,4613,85,0.932,0.762
714407058,Existing Customer,40,M,3,Uneducated,Divorced,$80K - $120K,Blue,29,3,2,1,30997,2330,28667,0.65,3821,81,0.841,0.075
710744433,Existing Customer,48,F,1,Uneducated,Single,Less than $40K,Blue,38,5,2,0,2578,2424,154,0.517,4077,78,0.625,0.94
713320008,Existing Customer,48,M,3,Graduate,Single,$80K - $120K,Blue,37,3,3,2,3034,468,2566,0.553,4172,66,0.784,0.154
712364283,Existing Customer,54,F,2,Doctorate,Married,$40K - $60K,Blue,43,5,3,2,2222,1398,824,0.785,3960,79,0.756,0.629
714620358,Attrited Customer,37,F,2,Graduate,Divorced,Less than $40K,Blue,30,3,3,4,3328,2517,811,0.553,2196,47,0.621,0.756
809071083,Existing Customer,60,F,1,Graduate,Single,Less than $40K,Blue,55,4,1,0,2346,2150,196,0.666,4592,90,0.8,0.916
721165608,Existing Customer,51,M,2,Graduate,Married,$60K - $80K,Silver,36,3,6,3,26142,0,26142,0.651,3969,78,0.902,0
708760458,Existing Customer,47,M,1,High School,Single,$80K - $120K,Blue,36,4,3,4,17655,0,17655,0.583,3692,79,0.549,0
789212883,Attrited Customer,30,F,1,Uneducated,Divorced,Less than $40K,Blue,19,6,1,2,1644,0,1644,0.82,2533,44,0.517,0
716890533,Existing Customer,49,F,2,Uneducated,Single,Less than $40K,Blue,36,6,2,2,2182,1722,460,0.937,5377,86,0.654,0.789
718542858,Existing Customer,50,M,1,High School,Married,$80K - $120K,Blue,36,6,3,2,10588,994,9594,0.786,4623,84,0.585,0.094
717750858,Existing Customer,32,F,2,Post-Graduate,Single,Less than $40K,Blue,16,3,3,2,2973,2446,527,0.612,3769,78,0.95,0.823
827628408,Existing Customer,40,M,4,Graduate,Married,$80K - $120K,Blue,36,3,3,2,2165,1465,700,0.622,3672,64,0.73,0.677
713492583,Attrited Customer,34,F,2,Graduate,Married,Less than $40K,Blue,29,5,2,2,5845,0,5845,0.504,2308,35,0.591,0
788770908,Existing Customer,45,M,4,College,Married,$60K - $80K,Blue,26,6,2,2,3035,1498,1537,0.903,4275,67,0.675,0.494
715429608,Existing Customer,45,F,3,College,Married,Less than $40K,Blue,37,4,3,1,4602,1517,3085,1.292,3520,66,1,0.33
714058308,Attrited Customer,43,F,5,Uneducated,Single,Less than $40K,Blue,36,5,3,4,2689,2384,305,0.365,1941,53,0.656,0.887
709265208,Existing Customer,47,F,4,Graduate,Single,Less than $40K,Blue,37,4,3,2,1438.3,780,658.3,0.66,4422,59,0.844,0.542
713114133,Attrited Customer,42,F,2,Uneducated,Single,Less than $40K,Blue,23,4,2,3,1443,0,1443,0.529,2092,38,0.31,0
721349883,Existing Customer,51,F,4,Graduate,Single,Less than $40K,Blue,39,3,2,1,2847,2082,765,0.787,3672,59,0.553,0.731
758965158,Existing Customer,44,M,5,High School,Single,$80K - $120K,Blue,37,4,2,3,15638,1729,13909,0.843,4396,83,0.566,0.111
749722908,Existing Customer,43,M,2,Post-Graduate,Married,$120K +,Blue,36,3,3,2,10700,1346,9354,0.639,4054,68,0.7,0.126
709495833,Attrited Customer,44,F,2,Graduate,Single,Less than $40K,Blue,36,5,2,4,1438.3,0,1438.3,0.421,1944,36,0.5,0
717575958,Attrited Customer,50,F,1,Post-Graduate,Married,$40K - $60K,Blue,41,6,3,3,1694,479,1215,0.838,2349,42,0.312,0.283
767243208,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,35,3,2,2,2555,1587,968,1.088,4193,79,0.881,0.621
720190908,Existing Customer,59,M,1,High School,Single,$60K - $80K,Blue,51,6,2,4,8973,1300,7673,0.568,4699,72,0.714,0.145
719794383,Existing Customer,60,F,2,College,Married,Less than $40K,Blue,41,6,2,2,4167,0,4167,0.917,5039,85,0.809,0
794653983,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,27,3,1,4,1480,1017,463,1.008,5245,80,0.86,0.687
716593533,Existing Customer,56,M,1,High School,Single,$80K - $120K,Blue,45,4,1,3,5070,0,5070,1.01,3651,76,0.652,0
712225008,Existing Customer,55,M,2,Graduate,Married,$60K - $80K,Blue,44,6,6,3,6054,1103,4951,0.613,3998,80,0.739,0.182
711751533,Existing Customer,47,F,4,Graduate,Married,Less than $40K,Blue,37,3,1,3,2447,1973,474,0.476,4784,75,0.562,0.806
708367908,Existing Customer,56,F,1,Uneducated,Married,Less than $40K,Blue,47,6,1,2,3022,1627,1395,0.835,4390,82,0.783,0.538
714951858,Existing Customer,44,F,2,Graduate,Married,Less than $40K,Blue,36,5,1,3,4473,0,4473,0.543,4047,56,0.75,0
718984533,Existing Customer,37,M,3,Graduate,Single,$80K - $120K,Blue,29,6,2,4,7199,1274,5925,0.639,4552,100,0.786,0.177
716982483,Existing Customer,49,F,2,Graduate,Married,Less than $40K,Blue,38,3,4,2,1438.3,0,1438.3,0.584,4497,79,0.612,0
711468708,Attrited Customer,38,F,4,High School,Single,$40K - $60K,Blue,31,4,3,2,1438.3,0,1438.3,0.406,1986,52,0.486,0
721189008,Existing Customer,41,M,4,Graduate,Married,$80K - $120K,Blue,27,4,2,4,12270,0,12270,0.543,4578,67,0.811,0
712867983,Existing Customer,54,F,2,Uneducated,Single,Less than $40K,Blue,43,6,1,4,3006,633,2373,0.733,5177,66,0.65,0.211
713814408,Existing Customer,39,M,2,Uneducated,Single,$80K - $120K,Blue,36,6,2,4,7901,1184,6717,0.863,3667,66,0.784,0.15
716671983,Existing Customer,38,M,0,High School,Single,$80K - $120K,Blue,29,3,3,2,5983,1885,4098,0.601,4141,65,0.711,0.315
708252108,Existing Customer,64,M,0,College,Single,$40K - $60K,Blue,53,6,3,2,7362,1907,5455,0.693,4065,65,0.711,0.259
717212958,Existing Customer,55,M,2,Doctorate,Single,$80K - $120K,Blue,36,6,3,3,3046,2415,631,0.492,3153,57,0.583,0.793
713048733,Existing Customer,50,M,2,Uneducated,Married,$120K +,Blue,40,3,1,1,34516,1871,32645,0.356,4054,75,0.364,0.054
718837683,Existing Customer,55,M,2,High School,Single,$120K +,Blue,49,6,3,4,3029,1505,1524,0.56,2394,50,0.471,0.497
718685358,Existing Customer,51,F,2,Uneducated,Single,Less than $40K,Blue,44,6,1,4,1438.3,0,1438.3,0.827,4488,84,0.826,0
711197658,Existing Customer,53,F,1,Post-Graduate,Single,$40K - $60K,Blue,43,5,1,0,2618,2026,592,0.669,4198,68,0.619,0.774
708272808,Existing Customer,45,M,5,Graduate,Single,Less than $40K,Blue,36,4,2,1,2718,1474,1244,0.71,3542,59,0.639,0.542
720292983,Existing Customer,60,F,0,Graduate,Married,Less than $40K,Blue,51,6,1,2,2230,1796,434,0.637,4929,61,0.488,0.805
709112508,Attrited Customer,42,F,3,College,Single,Less than $40K,Blue,36,3,3,4,3802,1300,2502,0.627,2165,36,0.385,0.342
712840608,Existing Customer,55,F,2,Uneducated,Married,Less than $40K,Blue,43,6,2,3,2736,993,1743,1.06,4078,85,0.977,0.363
788920308,Existing Customer,51,F,2,High School,Married,Less than $40K,Blue,37,3,2,1,2258,1250,1008,0.611,4368,75,0.596,0.554
718160358,Attrited Customer,51,F,1,Graduate,Married,Less than $40K,Blue,39,5,3,2,1438.3,0,1438.3,0.885,2492,35,0.296,0
712885533,Existing Customer,50,M,4,Graduate,Married,$80K - $120K,Blue,31,6,3,2,11882,1472,10410,0.413,3291,62,0.722,0.124
719268333,Existing Customer,49,F,3,Uneducated,Married,Less than $40K,Blue,36,5,3,4,1438.3,0,1438.3,0.929,4205,88,0.66,0
721004133,Existing Customer,38,F,2,Graduate,Single,Less than $40K,Blue,25,6,2,2,1438.3,538,900.3,0.675,4093,73,0.659,0.374
714103908,Existing Customer,54,F,3,Doctorate,Single,Less than $40K,Blue,36,4,2,2,2778,743,2035,0.812,4515,74,0.51,0.267
771502383,Existing Customer,54,F,1,High School,Married,Less than $40K,Blue,42,3,5,4,2474,1539,935,0.649,4884,80,0.509,0.622
711294258,Existing Customer,43,F,1,Graduate,Single,Less than $40K,Blue,38,3,3,3,2642,2377,265,0.829,4780,88,0.725,0.9
719954733,Existing Customer,43,M,2,Graduate,Married,$80K - $120K,Blue,28,5,6,3,30357,1255,29102,0.788,4435,68,0.889,0.041
711561933,Existing Customer,57,F,1,Uneducated,Divorced,Less than $40K,Blue,47,6,6,1,2201,1420,781,0.762,4256,70,0.591,0.645
716929233,Existing Customer,43,F,3,Post-Graduate,Single,$40K - $60K,Blue,24,3,3,4,5182,1607,3575,0.874,5235,92,0.586,0.31
709014558,Existing Customer,49,M,2,Uneducated,Married,$60K - $80K,Blue,42,3,3,2,3783,0,3783,0.59,4383,82,0.783,0
710636208,Existing Customer,51,M,3,Uneducated,Married,$120K +,Blue,40,3,5,3,34516,0,34516,0.922,3847,74,0.805,0
718746933,Existing Customer,56,F,3,High School,Married,Less than $40K,Blue,47,6,3,4,2865,2022,843,0.547,3441,66,0.65,0.706
715686183,Existing Customer,46,F,4,Graduate,Single,$40K - $60K,Blue,34,6,2,1,2711,0,2711,0.636,4795,65,1.031,0
801056358,Existing Customer,51,M,1,High School,Single,$80K - $120K,Blue,45,6,1,3,13287,1864,11423,0.603,3851,75,0.705,0.14
709486158,Existing Customer,33,F,3,Graduate,Married,Less than $40K,Blue,20,5,1,3,1438.3,0,1438.3,0.896,4530,72,0.636,0
803342358,Existing Customer,55,M,3,Graduate,Married,$60K - $80K,Blue,49,3,1,4,5668,2517,3151,0.704,3382,56,0.931,0.444
780292683,Attrited Customer,55,M,1,Uneducated,Single,$120K +,Blue,41,3,4,4,24542,2354,22188,0.314,984,24,0.263,0.096
788646858,Existing Customer,41,F,3,Graduate,Married,Less than $40K,Blue,29,6,3,1,1959,1268,691,0.731,4275,61,0.649,0.647
711116133,Attrited Customer,50,F,1,Uneducated,Single,Less than $40K,Blue,37,3,2,4,1838,0,1838,0.743,2461,47,1.136,0
789097833,Existing Customer,39,F,0,High School,Single,Less than $40K,Blue,27,4,3,3,3927,720,3207,0.63,4230,93,0.898,0.183
709443633,Existing Customer,38,F,1,Uneducated,Married,Less than $40K,Blue,26,5,1,1,4345,838,3507,0.593,4770,62,0.722,0.193
713096583,Attrited Customer,40,F,1,High School,Single,Less than $40K,Blue,36,4,3,2,1438.3,544,894.3,0.543,2294,40,0.739,0.378
721033908,Existing Customer,58,M,1,Uneducated,Single,$60K - $80K,Blue,46,6,3,1,2541,1053,1488,0.926,4552,82,0.745,0.414
756025233,Attrited Customer,43,F,4,Uneducated,Single,Less than $40K,Blue,36,5,3,2,2422,1014,1408,0.688,2437,44,0.467,0.419
711977508,Attrited Customer,56,F,2,Uneducated,Single,Less than $40K,Blue,43,1,2,4,1440,1211,229,0.465,2141,40,0.481,0.841
772076208,Existing Customer,58,M,4,College,Single,$80K - $120K,Blue,47,6,3,0,26108,1146,24962,0.476,3677,70,0.892,0.044
710666583,Attrited Customer,29,F,1,Uneducated,Single,Less than $40K,Blue,36,3,2,4,2516,2312,204,0.625,2321,36,0.5,0.919
712369308,Attrited Customer,48,F,4,Doctorate,Divorced,$40K - $60K,Blue,35,4,3,2,3646,1047,2599,0.633,1969,38,0.52,0.287
794784633,Existing Customer,61,F,0,Uneducated,Single,$40K - $60K,Blue,55,6,1,2,2214,2123,91,0.64,4478,77,0.791,0.959
716437533,Existing Customer,51,M,2,College,Single,$80K - $120K,Blue,43,5,3,3,11862,0,11862,0.52,4101,88,0.66,0
712721358,Attrited Customer,48,F,3,Uneducated,Divorced,Less than $40K,Blue,36,5,3,2,4073,2517,1556,0.575,2059,43,0.433,0.618
720118908,Existing Customer,26,M,0,Graduate,Married,Less than $40K,Blue,36,5,2,4,9916,0,9916,0.793,3477,65,0.667,0
799486158,Existing Customer,39,F,1,Graduate,Married,Less than $40K,Blue,29,4,2,4,1438.3,949,489.3,0.736,4222,65,0.667,0.66
718980633,Existing Customer,38,M,2,College,Married,$80K - $120K,Blue,36,3,3,3,6452,1151,5301,0.884,4835,84,0.714,0.178
717336408,Attrited Customer,51,F,1,Doctorate,Single,Less than $40K,Blue,45,5,3,1,1952,1411,541,0.642,2452,44,0.63,0.723
709546608,Existing Customer,37,F,2,Uneducated,Married,Less than $40K,Blue,36,6,5,4,1438.3,647,791.3,0.889,4803,64,0.684,0.45
771688983,Existing Customer,53,F,2,High School,Single,Less than $40K,Blue,41,4,1,2,2252,1811,441,0.68,4201,68,1.125,0.804
708701358,Existing Customer,39,F,2,Uneducated,Single,Less than $40K,Blue,36,3,2,3,2370,2031,339,0.889,4000,79,0.975,0.857
712048008,Existing Customer,56,F,4,High School,Single,$40K - $60K,Blue,44,3,2,2,2610,1988,622,0.576,4127,69,0.533,0.762
717414933,Existing Customer,51,F,1,High School,Single,Less than $40K,Blue,45,3,3,3,2918,2049,869,0.501,3818,61,0.605,0.702
713032233,Existing Customer,53,F,2,Graduate,Single,Less than $40K,Blue,36,5,1,4,2708,2271,437,0.61,4812,83,0.766,0.839
714234858,Existing Customer,54,F,3,High School,Married,Less than $40K,Blue,36,5,1,4,3666,1739,1927,0.779,4735,84,0.826,0.474
714818058,Existing Customer,36,F,4,High School,Married,$40K - $60K,Blue,30,3,3,1,1438.3,0,1438.3,0.71,4591,74,0.644,0
708731658,Attrited Customer,53,F,0,High School,Married,Less than $40K,Blue,41,3,3,4,1438.3,0,1438.3,0.387,1587,42,0.448,0
780100533,Existing Customer,46,M,3,Graduate,Married,$80K - $120K,Blue,31,5,2,4,26303,2376,23927,0.583,3586,67,0.914,0.09
711712983,Existing Customer,56,M,2,Graduate,Single,$80K - $120K,Blue,46,6,2,3,15982,0,15982,0.687,4503,80,0.667,0
713348433,Existing Customer,42,F,3,High School,Single,$40K - $60K,Blue,29,6,3,2,1545,751,794,0.551,4477,62,0.59,0.486
820599333,Existing Customer,43,F,5,Graduate,Single,Less than $40K,Blue,38,6,2,2,1438.3,604,834.3,0.771,4469,85,0.932,0.42
778343958,Existing Customer,47,F,3,Graduate,Married,Less than $40K,Blue,27,3,3,0,1451,0,1451,0.5,3866,72,0.714,0
760807608,Existing Customer,48,F,4,Uneducated,Married,Less than $40K,Blue,41,5,3,4,2340,1680,660,0.791,4751,83,0.804,0.718
771108933,Existing Customer,47,F,4,Graduate,Married,Less than $40K,Blue,34,5,3,4,1926,879,1047,0.536,4385,71,0.614,0.456
715954158,Attrited Customer,48,M,3,Post-Graduate,Married,$40K - $60K,Blue,36,3,2,4,2954,931,2023,0.575,2433,29,0.381,0.315
715499058,Attrited Customer,36,F,2,High School,Married,$40K - $60K,Blue,36,4,3,2,1848,0,1848,0.906,2775,33,0.435,0
718736883,Existing Customer,49,F,3,Uneducated,Single,Less than $40K,Blue,36,4,1,4,4328,2058,2270,0.835,3421,61,1.033,0.476
721045608,Existing Customer,51,F,3,High School,Married,Less than $40K,Blue,32,6,3,3,2943,2131,812,0.597,4554,75,0.562,0.724
795823383,Existing Customer,43,F,4,Graduate,Single,Less than $40K,Blue,37,5,1,3,2419,0,2419,0.762,3888,63,0.853,0
718338708,Existing Customer,49,F,1,Graduate,Married,$40K - $60K,Blue,38,5,2,2,5481,0,5481,0.784,3380,73,0.78,0
709199358,Attrited Customer,60,M,1,Uneducated,Married,Less than $40K,Blue,36,1,3,4,3316,0,3316,0.372,1684,19,0.188,0
815324433,Existing Customer,46,F,4,High School,Married,Less than $40K,Blue,41,6,3,1,1438.3,0,1438.3,0.921,4200,86,0.536,0
711493158,Existing Customer,52,M,3,Graduate,Single,$60K - $80K,Blue,36,5,2,2,2801,2467,334,0.701,4926,90,0.731,0.881
826417233,Existing Customer,35,F,4,College,Married,Less than $40K,Blue,31,3,3,4,2933,1011,1922,0.814,5089,71,0.868,0.345
711619608,Existing Customer,45,M,3,Graduate,Married,$80K - $120K,Blue,36,6,3,2,21630,0,21630,0.804,4584,84,0.75,0
709638783,Existing Customer,50,F,1,High School,Married,$40K - $60K,Blue,43,4,3,4,2961,2048,913,0.913,4056,92,0.769,0.692
714706083,Existing Customer,44,M,2,College,Married,$60K - $80K,Blue,36,5,3,4,12229,997,11232,0.811,4284,75,0.596,0.082
721473783,Existing Customer,35,F,3,Graduate,Married,Less than $40K,Blue,21,3,1,1,2272,604,1668,0.987,4614,75,0.974,0.266
712230408,Existing Customer,42,M,4,Uneducated,Married,$120K +,Blue,37,3,2,4,6953,1445,5508,0.591,3700,80,0.569,0.208
716186883,Existing Customer,48,F,4,College,Married,$40K - $60K,Blue,37,3,6,2,1792,933,859,0.821,4120,78,0.773,0.521
715204083,Existing Customer,47,F,4,Doctorate,Single,Less than $40K,Blue,36,3,2,2,2765,901,1864,0.898,4990,80,0.905,0.326
817887408,Existing Customer,39,F,1,Uneducated,Single,Less than $40K,Blue,34,3,1,4,6904,1148,5756,0.649,3485,84,0.615,0.166
789481233,Attrited Customer,39,M,2,High School,Married,$40K - $60K,Blue,30,5,3,3,2220,0,2220,0.872,2859,55,0.833,0
718184883,Existing Customer,48,F,3,High School,Married,Less than $40K,Blue,34,5,2,2,1495,0,1495,0.802,3878,63,0.703,0
718399233,Existing Customer,43,F,4,College,Single,$40K - $60K,Blue,36,6,3,1,1531,0,1531,0.704,4152,77,0.54,0
779447358,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,32,3,3,4,2884,2104,780,0.857,4486,93,0.86,0.73
789114408,Existing Customer,50,F,1,Post-Graduate,Single,$40K - $60K,Blue,38,3,1,4,4182,0,4182,0.853,4693,82,0.608,0
710570058,Attrited Customer,44,F,1,Graduate,Single,Less than $40K,Blue,25,3,2,4,3101,0,3101,0.66,2512,37,0.37,0
712681608,Existing Customer,54,F,3,Uneducated,Single,Less than $40K,Blue,36,5,4,2,4542,1355,3187,0.48,4011,70,0.556,0.298
709086933,Existing Customer,40,F,3,College,Single,Less than $40K,Blue,22,4,2,4,3372,2517,855,0.729,4209,72,0.756,0.746
709179708,Existing Customer,40,M,2,Graduate,Divorced,$60K - $80K,Blue,36,3,1,2,3099,0,3099,0.72,3622,75,0.667,0
823928058,Existing Customer,52,F,2,Uneducated,Married,Less than $40K,Blue,48,3,2,4,5299,578,4721,0.931,4509,79,0.717,0.109
796330983,Existing Customer,41,F,4,Graduate,Single,Less than $40K,Blue,35,3,1,4,2138,1283,855,0.645,4785,85,0.518,0.6
788846508,Existing Customer,48,F,4,Uneducated,Married,$40K - $60K,Blue,32,6,1,3,2690,1903,787,0.824,4567,81,0.8,0.707
802247658,Attrited Customer,59,M,2,Uneducated,Single,$40K - $60K,Blue,53,4,5,4,2699,2422,277,0.773,2599,43,0.433,0.897
795573333,Existing Customer,41,M,3,High School,Married,$80K - $120K,Blue,35,6,2,1,8376,1165,7211,0.888,4142,67,0.634,0.139
720377433,Existing Customer,38,F,3,Graduate,Married,Less than $40K,Blue,36,4,2,4,2396,2217,179,0.978,4593,74,0.721,0.925
711243108,Existing Customer,50,M,1,Doctorate,Married,$80K - $120K,Blue,36,5,3,3,18964,2207,16757,0.625,3835,78,0.625,0.116
789351783,Existing Customer,40,F,5,Graduate,Married,Less than $40K,Blue,30,3,2,2,2114,1618,496,0.664,4518,88,0.692,0.765
719699208,Existing Customer,39,F,4,Uneducated,Single,Less than $40K,Blue,36,5,3,4,1623,729,894,0.886,4423,65,0.806,0.449
720774183,Existing Customer,40,F,1,High School,Divorced,Less than $40K,Blue,30,6,2,1,2579,1959,620,0.618,4300,69,0.683,0.76
713590158,Attrited Customer,41,M,4,Graduate,Single,$60K - $80K,Blue,34,5,2,4,5045,2080,2965,0.738,2042,40,0.481,0.412
715547058,Attrited Customer,35,F,0,Graduate,Married,Less than $40K,Blue,36,4,3,4,2089,0,2089,0.871,2707,51,0.5,0
815596608,Existing Customer,48,F,5,Uneducated,Married,$40K - $60K,Blue,43,4,1,3,2866,921,1945,0.654,4615,72,0.6,0.321
720031908,Existing Customer,55,M,2,Doctorate,Married,$60K - $80K,Blue,36,5,1,1,4370,0,4370,0.791,4326,74,0.721,0
819969933,Existing Customer,43,F,2,High School,Single,$40K - $60K,Blue,38,4,2,2,5070,0,5070,0.67,4193,67,0.811,0
714382608,Existing Customer,35,F,2,Graduate,Married,Less than $40K,Blue,36,4,2,0,2572,1161,1411,0.569,4315,85,0.518,0.451
720092283,Existing Customer,40,F,3,Graduate,Single,Less than $40K,Blue,31,4,2,3,2016,978,1038,0.736,4379,78,0.95,0.485
713447583,Existing Customer,48,F,3,High School,Single,$40K - $60K,Blue,36,5,3,2,3871,2055,1816,0.824,5480,58,0.933,0.531
716107158,Attrited Customer,32,F,0,Graduate,Single,Less than $40K,Blue,20,5,1,5,3983,431,3552,0.887,3098,46,0.438,0.108
719245083,Existing Customer,53,F,1,Uneducated,Single,Less than $40K,Blue,39,4,3,4,1773,1539,234,0.893,4087,74,0.762,0.868
708269583,Existing Customer,42,F,3,Uneducated,Divorced,Less than $40K,Blue,28,6,2,4,2029,1377,652,0.838,4014,86,0.686,0.679
720234708,Attrited Customer,45,M,2,High School,Single,$120K +,Blue,33,6,3,2,15490,0,15490,0.742,2429,50,0.471,0
709436883,Existing Customer,56,F,2,Uneducated,Single,$40K - $60K,Blue,48,6,2,2,2941,1619,1322,0.9,5000,87,0.673,0.55
716136333,Attrited Customer,40,F,4,Uneducated,Single,Less than $40K,Blue,24,5,2,1,4212,2517,1695,0.718,2725,41,0.519,0.598
715031433,Existing Customer,57,M,2,Graduate,Married,$80K - $120K,Blue,36,6,3,3,6248,1493,4755,0.597,4664,60,0.579,0.239
810667158,Existing Customer,40,M,2,High School,Divorced,$40K - $60K,Blue,35,3,1,1,2430,974,1456,0.677,4344,75,0.596,0.401
809937933,Existing Customer,42,F,3,Graduate,Married,$40K - $60K,Blue,37,4,3,2,2470,2013,457,0.97,4384,82,1,0.815
708997833,Existing Customer,49,F,4,Doctorate,Single,$40K - $60K,Blue,39,5,3,1,3255,603,2652,0.617,4045,62,0.824,0.185
788638908,Existing Customer,43,F,2,Graduate,Divorced,Less than $40K,Blue,30,4,2,4,2351,2127,224,0.703,4278,71,0.821,0.905
715607958,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,36,6,1,3,4202,2201,2001,0.714,4385,78,0.66,0.524
708515358,Existing Customer,40,F,1,High School,Married,Less than $40K,Blue,36,6,3,2,4712,0,4712,0.84,4216,82,0.64,0
716357058,Existing Customer,53,M,3,Uneducated,Single,$80K - $120K,Blue,36,4,3,1,2611,787,1824,0.298,2955,56,0.6,0.301
716822583,Existing Customer,39,F,2,High School,Single,Less than $40K,Blue,36,4,2,3,5245,802,4443,0.504,3648,74,0.574,0.153
721109358,Existing Customer,39,M,3,High School,Married,$60K - $80K,Blue,27,6,2,1,2583,0,2583,0.781,4162,87,0.812,0
715492983,Existing Customer,40,M,3,Post-Graduate,Married,$120K +,Blue,36,4,2,4,7464,2517,4947,0.9,4348,62,0.879,0.337
708334158,Existing Customer,46,F,3,Graduate,Divorced,Less than $40K,Blue,34,4,2,4,9863,686,9177,0.581,3068,58,0.933,0.07
793345008,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,38,4,1,3,1438.3,0,1438.3,0.801,4287,80,0.667,0
715487733,Attrited Customer,44,F,4,Graduate,Married,$40K - $60K,Blue,36,6,3,3,1452,0,1452,0.553,2287,42,0.5,0
708154833,Attrited Customer,39,F,2,Graduate,Single,Less than $40K,Blue,27,1,3,3,1438.3,811,627.3,0.571,2336,46,0.278,0.564
721147383,Existing Customer,37,F,2,High School,Single,Less than $40K,Blue,22,4,2,4,2448,1740,708,0.901,4087,81,0.841,0.711
788941983,Attrited Customer,36,F,3,Graduate,Single,$40K - $60K,Blue,22,1,3,1,2013,0,2013,0.602,2425,50,0.923,0
715603233,Existing Customer,53,F,3,Uneducated,Married,$40K - $60K,Blue,42,6,1,2,2293,1460,833,0.658,4436,74,0.542,0.637
709945458,Existing Customer,52,M,3,Uneducated,Single,$60K - $80K,Blue,40,3,1,1,1438.3,512,926.3,0.776,4791,82,0.708,0.356
768167358,Existing Customer,37,M,4,Doctorate,Single,$60K - $80K,Blue,31,6,3,0,1702,1018,684,0.645,4301,86,0.72,0.598
721384308,Existing Customer,39,F,1,Uneducated,Married,$40K - $60K,Blue,36,4,1,4,3272,2323,949,1.123,4763,86,0.593,0.71
713610933,Existing Customer,40,F,2,Uneducated,Married,Less than $40K,Blue,26,3,2,1,2708,0,2708,0.572,4277,90,0.636,0
714257958,Existing Customer,41,F,3,Doctorate,Single,Less than $40K,Blue,31,4,2,1,1738,0,1738,0.654,4220,68,0.889,0
720204558,Existing Customer,45,F,2,High School,Married,Less than $40K,Blue,36,4,1,3,1640,999,641,0.811,4597,77,0.878,0.609
787596558,Existing Customer,50,M,1,Uneducated,Married,$120K +,Blue,23,5,2,1,7116,981,6135,0.858,4748,85,0.735,0.138
716041908,Existing Customer,54,F,1,High School,Single,Less than $40K,Blue,43,5,2,4,2082,805,1277,1.049,4383,75,0.875,0.387
828227433,Existing Customer,50,M,2,High School,Single,$60K - $80K,Blue,46,6,2,4,5626,778,4848,1.009,4957,84,1.049,0.138
714487458,Attrited Customer,49,F,5,Graduate,Divorced,$40K - $60K,Blue,40,6,4,2,2920,0,2920,0.516,2306,39,0.625,0
711390333,Attrited Customer,59,M,0,Post-Graduate,Married,$80K - $120K,Blue,46,5,4,2,6526,489,6037,0.678,2331,45,0.452,0.075
787974108,Attrited Customer,37,F,1,High School,Single,$40K - $60K,Blue,27,4,2,2,1793,792,1001,0.723,2374,40,0.429,0.442
788752833,Existing Customer,52,F,2,High School,Divorced,Less than $40K,Blue,32,6,3,4,2427,1581,846,0.694,3857,69,0.816,0.651
773108958,Existing Customer,55,F,2,Uneducated,Married,$40K - $60K,Blue,48,4,1,1,3011,2138,873,0.565,4439,75,0.875,0.71
827423433,Existing Customer,41,F,4,Graduate,Divorced,Less than $40K,Blue,37,5,1,4,7492,1399,6093,0.533,3668,67,0.675,0.187
779219208,Existing Customer,38,F,2,High School,Single,Less than $40K,Blue,28,5,1,3,1744,0,1744,0.702,4811,86,0.686,0
721121283,Existing Customer,37,F,2,Graduate,Single,$40K - $60K,Blue,24,4,1,4,2573,1280,1293,0.718,4289,81,0.841,0.497
716614683,Existing Customer,49,M,3,College,Single,$60K - $80K,Gold,36,5,3,1,34516,1255,33261,0.731,3847,73,0.698,0.036
789942033,Attrited Customer,43,M,4,Graduate,Single,$60K - $80K,Blue,34,5,3,3,10573,0,10573,0.794,2237,43,0.387,0
740784258,Existing Customer,47,F,2,College,Single,Less than $40K,Blue,40,4,3,3,1789,1088,701,0.683,4191,90,0.525,0.608
768141558,Existing Customer,51,M,3,College,Single,$40K - $60K,Blue,45,4,3,0,3272,1896,1376,0.725,4220,74,0.897,0.579
717179508,Existing Customer,33,F,0,Graduate,Single,Less than $40K,Blue,26,6,1,3,2382,1565,817,0.73,4011,68,0.838,0.657
716520033,Existing Customer,52,M,2,Post-Graduate,Married,$80K - $120K,Blue,36,6,4,1,1981,1448,533,0.723,4639,61,0.743,0.731
783625008,Existing Customer,51,M,2,Post-Graduate,Single,$120K +,Blue,45,4,2,2,22294,0,22294,0.647,3444,71,0.614,0
769330908,Existing Customer,49,F,4,High School,Married,Less than $40K,Blue,43,5,3,4,2574,1555,1019,0.583,4134,62,0.55,0.604
789396783,Existing Customer,30,F,0,High School,Single,Less than $40K,Blue,20,3,3,4,2112,1109,1003,0.693,4729,78,0.733,0.525
770753733,Existing Customer,42,F,5,College,Single,Less than $40K,Blue,28,4,3,2,3044,1865,1179,0.852,4854,85,1.024,0.613
712659408,Existing Customer,57,M,1,High School,Married,$40K - $60K,Blue,45,3,3,2,2721,2159,562,0.846,4578,81,0.653,0.793
779655183,Existing Customer,48,M,4,College,Single,$80K - $120K,Blue,31,6,1,3,5033,0,5033,0.597,4054,82,0.822,0
713345508,Existing Customer,43,F,2,High School,Single,Less than $40K,Blue,36,4,3,2,2325,1662,663,0.8,4471,83,0.804,0.715
711379083,Existing Customer,60,F,0,Doctorate,Single,Less than $40K,Blue,42,5,3,3,2758,1429,1329,0.718,5124,74,0.644,0.518
789144633,Existing Customer,45,M,1,Graduate,Married,$80K - $120K,Blue,34,3,2,2,9705,850,8855,0.481,2001,34,0.889,0.088
708393633,Existing Customer,41,F,0,High School,Married,Less than $40K,Blue,31,4,2,4,2685,1647,1038,0.812,4625,94,0.516,0.613
708657033,Existing Customer,60,F,2,College,Single,Less than $40K,Blue,54,5,3,2,2694,1923,771,0.714,3837,71,0.732,0.714
717949008,Attrited Customer,40,F,4,High School,Single,$40K - $60K,Blue,29,5,2,3,1554,412,1142,0.568,2341,43,0.483,0.265
718243533,Existing Customer,48,M,3,Post-Graduate,Divorced,$60K - $80K,Blue,36,3,3,4,2648,0,2648,0.715,3880,74,0.721,0
779754408,Existing Customer,44,M,3,Graduate,Single,$40K - $60K,Blue,33,3,2,2,2477,2123,354,0.699,4349,69,0.725,0.857
711832533,Existing Customer,42,M,3,High School,Single,$80K - $120K,Silver,32,3,3,3,34516,1396,33120,0.688,3748,62,0.938,0.04
788552658,Existing Customer,46,F,4,Uneducated,Married,Less than $40K,Blue,30,3,3,1,2479,1759,720,0.81,4562,86,0.72,0.71
712734933,Attrited Customer,43,F,2,College,Married,Less than $40K,Blue,36,5,2,3,4020,0,4020,0.563,1952,39,0.345,0
711796683,Existing Customer,50,F,2,Graduate,Single,Less than $40K,Blue,38,5,4,2,7398,1581,5817,0.428,4311,73,0.921,0.214
709407933,Existing Customer,51,M,3,High School,Single,$80K - $120K,Silver,38,5,3,4,34516,1802,32714,0.912,4544,80,0.569,0.052
720494058,Existing Customer,51,F,2,College,Married,Less than $40K,Blue,25,4,3,3,3042,0,3042,0.578,4781,79,0.756,0
717050883,Existing Customer,60,F,1,High School,Single,Less than $40K,Blue,36,5,2,2,2688,1617,1071,0.552,4183,71,0.614,0.602
715659333,Existing Customer,43,F,4,High School,Single,$40K - $60K,Blue,36,3,3,2,4902,2517,2385,0.982,4508,69,0.643,0.513
720175008,Existing Customer,48,F,2,Doctorate,Married,$40K - $60K,Blue,34,3,1,4,5069,1843,3226,0.826,4055,66,0.692,0.364
713334483,Attrited Customer,46,M,1,Post-Graduate,Single,$60K - $80K,Blue,32,5,2,3,8766,0,8766,0.702,2263,35,0.522,0
708360108,Existing Customer,50,M,1,College,Single,$40K - $60K,Blue,41,3,1,1,2800,1338,1462,0.818,4869,90,0.8,0.478
716631708,Existing Customer,56,M,2,High School,Married,$60K - $80K,Blue,36,4,3,1,2713,1990,723,0.7,4027,67,0.634,0.734
713025558,Attrited Customer,53,F,5,Doctorate,Single,Less than $40K,Blue,38,3,2,3,1438.3,0,1438.3,0.367,1935,47,0.469,0
710506683,Existing Customer,47,F,4,High School,Single,$40K - $60K,Blue,39,3,1,0,1746,0,1746,0.763,4543,75,0.974,0
712428333,Existing Customer,49,M,3,Uneducated,Single,$80K - $120K,Blue,41,3,3,4,2930,1901,1029,0.638,4041,75,0.596,0.649
718041033,Existing Customer,47,F,4,Graduate,Married,Less than $40K,Blue,36,6,1,4,2178,1455,723,1.001,5363,76,0.81,0.668
718164858,Existing Customer,42,F,4,Post-Graduate,Married,Less than $40K,Blue,34,5,3,2,2021,1281,740,0.847,4642,97,0.672,0.634
809565183,Attrited Customer,52,F,1,Graduate,Single,Less than $40K,Blue,47,3,3,4,1842,625,1217,0.729,2650,43,0.483,0.339
778377183,Existing Customer,49,M,3,Graduate,Single,$120K +,Blue,29,5,2,2,18284,1144,17140,0.767,4846,92,0.736,0.063
712845258,Existing Customer,41,M,2,Uneducated,Married,$80K - $120K,Gold,33,5,3,2,34516,1642,32874,0.891,4161,71,0.868,0.048
787441383,Existing Customer,52,F,0,Graduate,Married,Less than $40K,Blue,37,3,1,2,1793,1284,509,0.902,3989,62,0.938,0.716
711345258,Existing Customer,52,F,2,High School,Married,$40K - $60K,Blue,44,3,3,1,5731,0,5731,0.685,4751,85,0.932,0
713685033,Attrited Customer,44,F,2,Graduate,Married,Less than $40K,Blue,33,3,2,2,2417,0,2417,0.389,1848,38,0.407,0
718205283,Existing Customer,48,F,3,College,Single,$40K - $60K,Blue,37,6,3,1,1438.3,0,1438.3,0.777,5035,76,0.767,0
708337683,Existing Customer,51,M,2,Uneducated,Single,$60K - $80K,Blue,40,4,2,2,21800,893,20907,0.445,3820,62,0.676,0.041
720941433,Attrited Customer,53,F,3,High School,Married,Less than $40K,Blue,41,3,3,2,1547,0,1547,0.845,2312,43,0.303,0
710201058,Existing Customer,46,F,4,Graduate,Married,Less than $40K,Blue,38,3,3,2,1485,736,749,0.622,4198,65,0.912,0.496
785218458,Existing Customer,44,M,2,Graduate,Married,$40K - $60K,Blue,38,4,1,3,2505,2282,223,0.712,4333,77,0.833,0.911
708846183,Existing Customer,48,M,4,College,Single,$60K - $80K,Blue,30,4,2,2,3307,2234,1073,0.818,4006,68,0.838,0.676
711151383,Attrited Customer,34,F,1,Post-Graduate,Single,Less than $40K,Blue,26,3,2,5,2066,347,1719,0.511,2157,37,0.321,0.168
772063308,Existing Customer,45,M,2,Graduate,Single,$60K - $80K,Blue,34,5,1,1,13362,0,13362,0.682,4155,79,0.795,0
718574808,Existing Customer,33,F,2,Graduate,Single,Less than $40K,Blue,17,4,3,4,2431,1846,585,0.612,4327,74,0.644,0.759
717131283,Existing Customer,43,F,4,High School,Divorced,$40K - $60K,Blue,34,5,1,1,6034,1579,4455,0.753,4712,67,0.914,0.262
716831508,Existing Customer,47,F,3,High School,Single,$40K - $60K,Blue,34,4,1,3,1963,1524,439,0.879,3492,59,1.034,0.776
813234108,Existing Customer,45,F,3,Uneducated,Married,Less than $40K,Blue,40,4,1,3,2922,1212,1710,0.662,3895,70,0.591,0.415
711027183,Existing Customer,50,M,4,College,Single,$40K - $60K,Blue,45,4,3,1,6943,600,6343,0.653,4946,80,0.739,0.086
718812708,Attrited Customer,57,M,2,Graduate,Single,$120K +,Blue,44,5,3,4,34516,219,34297,0.482,1882,48,0.714,0.006
711267633,Attrited Customer,50,F,3,Graduate,Divorced,Less than $40K,Blue,40,5,4,4,4248,316,3932,0.661,2271,36,0.333,0.074
719613783,Existing Customer,51,F,1,Doctorate,Married,Less than $40K,Blue,42,3,2,2,1438.3,0,1438.3,0.872,4211,64,0.778,0
719035758,Existing Customer,53,F,3,Uneducated,Divorced,Less than $40K,Blue,43,5,1,2,2383,1516,867,0.857,4917,78,0.95,0.636
708473133,Existing Customer,55,F,1,Graduate,Married,Less than $40K,Blue,45,4,2,3,1677,0,1677,0.824,4588,68,0.7,0
720963258,Attrited Customer,52,F,3,College,Married,Less than $40K,Blue,40,3,2,3,3474,0,3474,0.735,2675,37,0.48,0
712676208,Existing Customer,46,F,5,High School,Single,Less than $40K,Blue,36,6,3,3,1787,1324,463,0.684,4084,79,1.026,0.741
709005633,Attrited Customer,62,M,0,High School,Single,$60K - $80K,Blue,51,3,2,4,18734,0,18734,0.674,2112,52,0.857,0
712102983,Existing Customer,47,F,2,College,Married,Less than $40K,Blue,36,6,3,3,1438.3,0,1438.3,0.634,3832,87,0.673,0
754480233,Existing Customer,50,M,2,Post-Graduate,Divorced,$40K - $60K,Blue,43,5,2,4,3525,0,3525,0.798,4742,62,0.824,0
715537383,Existing Customer,46,M,3,College,Single,$120K +,Blue,30,5,1,2,27378,1893,25485,0.432,3934,78,0.592,0.069
709460883,Attrited Customer,38,F,2,Doctorate,Married,Less than $40K,Blue,28,5,2,4,1614,0,1614,0.609,2437,46,0.438,0
789325008,Existing Customer,49,M,3,College,Single,Less than $40K,Blue,38,5,3,1,7862,1991,5871,0.654,3645,82,0.608,0.253
719195733,Existing Customer,47,M,3,College,Married,$60K - $80K,Blue,36,5,1,3,4284,1900,2384,0.971,4948,85,0.848,0.444
710226708,Existing Customer,55,F,2,Uneducated,Divorced,Less than $40K,Blue,49,5,2,1,1438.3,680,758.3,0.77,4573,93,0.691,0.473
711982383,Existing Customer,62,M,1,Graduate,Single,$60K - $80K,Blue,49,3,3,2,21805,1777,20028,0.519,4694,79,0.411,0.081
716345283,Existing Customer,55,M,2,Uneducated,Single,$60K - $80K,Blue,36,5,1,4,4712,1920,2792,0.596,4277,66,0.571,0.407
710842308,Existing Customer,41,F,5,Uneducated,Single,$40K - $60K,Blue,26,4,3,4,2264,928,1336,0.662,4150,83,0.844,0.41
793712658,Attrited Customer,52,M,3,Graduate,Married,$80K - $120K,Blue,46,4,2,3,15011,2517,12494,0.713,1821,36,0.385,0.168
719659758,Existing Customer,45,F,4,High School,Married,$40K - $60K,Blue,35,6,1,0,2919,1670,1249,1.041,4194,72,0.756,0.572
716483358,Existing Customer,44,M,3,Graduate,Single,$40K - $60K,Blue,29,5,1,4,6125,1329,4796,0.646,5481,68,0.7,0.217
786536808,Existing Customer,51,M,2,College,Married,$80K - $120K,Blue,45,3,3,1,21543,0,21543,0.53,3928,82,0.64,0
807369708,Existing Customer,52,M,3,College,Married,$120K +,Blue,47,3,2,4,6355,0,6355,0.711,4009,74,0.947,0
711397533,Existing Customer,52,F,2,High School,Married,Less than $40K,Blue,41,4,2,2,5616,2410,3206,0.962,3410,62,0.59,0.429
715233108,Existing Customer,38,M,1,College,Married,$60K - $80K,Blue,36,4,1,2,2836,862,1974,0.772,4121,83,0.694,0.304
813807258,Existing Customer,50,F,2,High School,Married,$40K - $60K,Blue,45,6,3,3,1438.3,0,1438.3,0.707,4670,82,0.864,0
718451133,Existing Customer,48,M,2,Graduate,Single,$60K - $80K,Blue,40,4,5,4,14951,1413,13538,0.784,3899,68,1.061,0.095
780019908,Existing Customer,53,F,1,Graduate,Single,Less than $40K,Blue,43,6,3,2,2172,644,1528,0.673,4657,82,0.907,0.297
720302883,Existing Customer,53,F,3,Graduate,Married,Less than $40K,Blue,35,4,3,1,3390,2180,1210,0.877,4585,78,0.95,0.643
715893633,Existing Customer,47,F,4,Doctorate,Single,Less than $40K,Blue,36,4,3,2,2193,1084,1109,0.974,4755,81,0.761,0.494
720638283,Existing Customer,40,F,4,College,Single,Less than $40K,Blue,20,4,3,2,2801,1731,1070,0.644,4568,83,0.93,0.618
789053883,Existing Customer,43,M,3,Post-Graduate,Single,$60K - $80K,Blue,31,4,2,1,11186,2231,8955,0.708,3692,84,0.647,0.199
719286708,Existing Customer,50,F,1,Graduate,Single,Less than $40K,Blue,39,4,5,2,2434,1340,1094,0.668,4498,76,0.81,0.551
793395933,Existing Customer,59,F,1,High School,Single,Less than $40K,Blue,53,4,3,3,2716,1740,976,0.65,4208,69,0.568,0.641
771733608,Attrited Customer,47,F,1,Graduate,Married,$40K - $60K,Blue,35,3,3,5,1438.3,0,1438.3,0.809,2276,40,0.538,0
710102208,Existing Customer,56,M,2,Graduate,Single,$60K - $80K,Blue,36,3,2,2,18776,0,18776,0.81,4464,75,0.596,0
712849158,Attrited Customer,55,M,0,High School,Divorced,$80K - $120K,Blue,44,4,3,3,19793,2488,17305,0.594,2186,44,0.467,0.126
783070833,Existing Customer,34,F,4,Graduate,Single,$40K - $60K,Blue,28,5,2,3,2472,1899,573,0.77,4408,86,0.792,0.768
789345408,Existing Customer,39,F,2,College,Married,$40K - $60K,Blue,29,5,3,2,1438.3,722,716.3,0.894,4983,53,1.12,0.502
720992883,Existing Customer,47,F,4,Graduate,Married,Less than $40K,Blue,37,4,3,3,3189,1863,1326,0.77,4805,76,0.949,0.584
803652633,Existing Customer,47,F,2,Uneducated,Single,Less than $40K,Blue,41,4,2,2,2092,1575,517,0.838,5124,70,0.522,0.753
789248958,Existing Customer,37,F,2,High School,Married,$40K - $60K,Blue,26,3,2,3,2946,2517,429,0.841,5259,89,0.78,0.854
715440558,Existing Customer,50,F,1,Graduate,Married,Less than $40K,Blue,36,3,1,2,4143,1888,2255,0.561,3940,74,0.805,0.456
718311933,Attrited Customer,53,F,4,Doctorate,Married,Less than $40K,Blue,37,6,2,2,3719,2517,1202,0.666,2587,43,0.536,0.677
710015733,Attrited Customer,41,F,1,Doctorate,Divorced,Less than $40K,Blue,30,3,3,1,2029,621,1408,1.001,3142,37,0.85,0.306
794965233,Attrited Customer,51,F,1,Graduate,Married,Less than $40K,Silver,45,6,3,3,13199,781,12418,0.411,1927,44,0.63,0.059
710512833,Existing Customer,38,F,2,Graduate,Married,Less than $40K,Blue,29,6,1,1,3304,1338,1966,0.615,5178,79,0.756,0.405
710803008,Existing Customer,40,F,3,Doctorate,Married,Less than $40K,Blue,30,6,3,2,3125,2041,1084,0.675,4372,68,0.659,0.653
712987608,Existing Customer,51,F,2,Doctorate,Single,Less than $40K,Blue,40,3,3,3,1438.3,1153,285.3,0.866,4263,84,0.909,0.802
716974383,Existing Customer,41,M,5,Graduate,Single,$80K - $120K,Blue,28,3,2,0,2491,1979,512,0.629,1911,35,0.75,0.794
720930633,Attrited Customer,58,F,0,High School,Single,Less than $40K,Blue,46,5,4,2,1977,0,1977,0.868,2341,37,0.37,0
710136258,Attrited Customer,33,F,2,Graduate,Single,Less than $40K,Blue,24,6,2,3,1806,0,1806,0.983,2833,43,0.654,0
779438208,Existing Customer,38,F,3,Graduate,Single,Less than $40K,Blue,22,4,3,3,1938,1175,763,0.85,4606,75,0.875,0.606
721017333,Existing Customer,42,F,4,Post-Graduate,Married,Less than $40K,Blue,36,4,2,3,3188,2002,1186,0.825,4606,83,0.804,0.628
720952608,Existing Customer,44,F,2,High School,Single,Less than $40K,Blue,29,6,1,2,2288,1505,783,0.788,4396,68,0.659,0.658
822132858,Attrited Customer,41,M,4,Uneducated,Married,$80K - $120K,Blue,37,1,2,2,23250,0,23250,0.564,2205,43,0.654,0
713526258,Attrited Customer,47,M,3,Uneducated,Single,$120K +,Blue,36,3,3,4,34516,0,34516,0.517,2020,33,0.375,0
712877733,Existing Customer,48,M,5,Graduate,Married,$80K - $120K,Blue,42,6,3,3,12882,1402,11480,0.783,4407,84,0.647,0.109
711824358,Existing Customer,44,F,4,College,Single,Less than $40K,Blue,31,3,3,2,3228,0,3228,0.747,4524,70,0.667,0
789990333,Existing Customer,43,F,4,Graduate,Single,$40K - $60K,Blue,35,5,2,2,2303,722,1581,0.807,4469,80,0.778,0.314
709612983,Attrited Customer,41,F,2,Graduate,Married,$40K - $60K,Blue,36,5,2,4,2990,1828,1162,0.488,2265,41,0.414,0.611
771058908,Existing Customer,55,F,3,High School,Single,$40K - $60K,Blue,42,3,3,2,2873,2455,418,1,4563,72,0.756,0.855
715471833,Existing Customer,50,M,0,Post-Graduate,Married,$80K - $120K,Blue,36,5,1,3,28253,0,28253,0.479,4525,67,0.763,0
713947908,Existing Customer,33,M,2,High School,Married,$80K - $120K,Blue,23,6,2,2,1630,0,1630,0.605,4426,91,0.784,0
716269308,Existing Customer,56,F,3,Graduate,Single,Less than $40K,Blue,36,4,2,2,2836,1362,1474,0.661,4192,90,0.731,0.48
708692583,Attrited Customer,44,F,2,High School,Single,Less than $40K,Blue,31,3,3,3,1506,168,1338,0.671,2312,44,0.467,0.112
709892658,Existing Customer,48,F,5,Graduate,Single,Less than $40K,Blue,38,5,3,2,1605,1300,305,0.95,4495,67,0.718,0.81
713815383,Attrited Customer,53,M,1,High School,Single,$80K - $120K,Blue,36,3,2,2,11778,0,11778,0.603,2147,44,0.375,0
710183283,Existing Customer,55,F,1,High School,Married,Less than $40K,Blue,36,5,1,1,2747,0,2747,0.834,5032,84,0.68,0
711937158,Existing Customer,49,M,3,College,Married,$60K - $80K,Blue,39,5,3,3,2501,0,2501,0.832,4837,87,0.74,0
771486933,Existing Customer,64,M,1,Graduate,Single,Less than $40K,Blue,52,5,3,2,2563,2242,321,1.114,3942,84,0.826,0.875
717450633,Attrited Customer,47,M,3,Uneducated,Single,$60K - $80K,Blue,36,3,2,4,1659,1544,115,0.408,1920,39,0.345,0.931
716403633,Existing Customer,60,F,0,College,Divorced,Less than $40K,Blue,50,5,3,2,3426,1650,1776,0.622,4467,69,1.029,0.482
717646983,Attrited Customer,59,F,1,Graduate,Single,Less than $40K,Blue,49,4,3,4,3214,424,2790,0.877,2720,53,0.71,0.132
778837083,Attrited Customer,50,M,2,Graduate,Married,$80K - $120K,Blue,31,3,3,3,12906,321,12585,0.76,2078,62,0.55,0.025
708946008,Attrited Customer,46,F,3,College,Married,Less than $40K,Blue,36,5,2,2,1438.3,1214,224.3,0.783,2445,39,0.444,0.844
715625658,Existing Customer,49,F,3,High School,Married,Less than $40K,Blue,36,3,1,3,4476,1492,2984,0.933,4603,87,0.706,0.333
708960858,Existing Customer,40,M,4,High School,Married,$80K - $120K,Blue,21,3,2,3,11502,2066,9436,0.889,4786,85,1.125,0.18
814840833,Attrited Customer,44,M,4,Doctorate,Married,$120K +,Blue,39,4,3,2,7924,2517,5407,0.663,2393,37,0.682,0.318
772082208,Existing Customer,39,M,1,Graduate,Single,$120K +,Blue,28,4,2,2,16199,0,16199,0.771,4254,82,0.673,0
711597183,Existing Customer,43,M,2,Uneducated,Divorced,$80K - $120K,Blue,34,5,3,2,1452,0,1452,0.97,4571,72,0.846,0
718673358,Attrited Customer,35,M,3,Doctorate,Married,$80K - $120K,Blue,30,5,3,4,13590,1528,12062,0.728,2137,52,0.486,0.112
716108283,Existing Customer,53,F,4,Graduate,Married,Less than $40K,Blue,46,6,3,3,4430,1579,2851,0.836,4833,82,0.673,0.356
779360808,Existing Customer,49,F,3,Graduate,Married,Less than $40K,Blue,35,3,3,3,2919,2032,887,0.654,4937,75,0.667,0.696
716352033,Existing Customer,49,F,2,Graduate,Married,Less than $40K,Blue,39,3,3,3,2796,1035,1761,0.664,4869,78,0.857,0.37
716643033,Attrited Customer,41,F,2,Graduate,Married,Less than $40K,Blue,31,3,3,3,2580,2137,443,1.056,2981,40,0.481,0.828
711567333,Existing Customer,43,M,1,High School,Single,$60K - $80K,Blue,31,5,3,2,2834,1720,1114,0.62,4581,70,0.591,0.607
755437533,Existing Customer,48,F,4,Graduate,Single,Less than $40K,Blue,41,3,3,2,1522,1273,249,0.735,5005,77,0.674,0.836
771566208,Existing Customer,48,M,3,College,Married,Less than $40K,Blue,36,3,1,2,8795,1318,7477,0.563,4681,74,0.682,0.15
720725883,Existing Customer,34,F,2,College,Single,Less than $40K,Blue,20,5,2,3,2715,1503,1212,0.704,4177,68,0.659,0.554
716747283,Existing Customer,44,F,2,Uneducated,Single,Less than $40K,Blue,36,5,2,2,2097,1224,873,0.819,5059,79,0.681,0.584
787519683,Existing Customer,41,F,2,Graduate,Single,Less than $40K,Blue,30,3,2,2,3028,2270,758,0.804,4727,78,0.66,0.75
721044333,Existing Customer,34,F,2,College,Single,Less than $40K,Blue,22,5,2,0,1695,761,934,0.797,4905,91,0.75,0.449
713679633,Attrited Customer,41,F,3,Graduate,Married,Less than $40K,Blue,33,6,3,5,1438.3,0,1438.3,0.305,1813,51,0.759,0
711126483,Existing Customer,37,F,1,Graduate,Single,Less than $40K,Blue,28,4,3,3,1438.3,599,839.3,0.897,5136,76,0.9,0.416
715227633,Existing Customer,36,F,3,College,Single,Less than $40K,Blue,36,5,2,3,1964,0,1964,0.776,4240,60,0.622,0
708635058,Existing Customer,53,F,0,High School,Single,Less than $40K,Blue,44,4,1,1,1904,886,1018,0.695,4798,85,0.809,0.465
709051533,Existing Customer,46,F,1,Graduate,Married,$40K - $60K,Blue,26,6,3,0,2933,1569,1364,0.648,4956,92,0.673,0.535
712361583,Existing Customer,47,M,5,Graduate,Married,$80K - $120K,Silver,36,3,3,1,34516,760,33756,0.407,3756,67,0.558,0.022
708390633,Existing Customer,52,F,3,Graduate,Married,Less than $40K,Blue,44,5,5,3,2421,2312,109,0.674,4219,69,0.605,0.955
720281508,Existing Customer,44,F,2,Doctorate,Divorced,Less than $40K,Blue,34,3,1,2,2406,1491,915,0.606,4625,91,0.685,0.62
720885558,Existing Customer,51,F,2,High School,Single,$40K - $60K,Blue,37,5,1,1,2621,2426,195,0.727,4885,74,1.114,0.926
713282733,Existing Customer,37,F,2,Graduate,Single,$40K - $60K,Blue,24,4,3,1,3375,1730,1645,0.514,4341,64,0.684,0.513
720040158,Existing Customer,47,M,3,Uneducated,Single,$60K - $80K,Blue,36,3,3,2,17656,0,17656,0.727,4633,71,0.868,0
755996583,Attrited Customer,57,F,2,Uneducated,Single,Less than $40K,Blue,50,5,0,3,2475,0,2475,0.823,2574,43,0.654,0
711359058,Existing Customer,46,F,4,High School,Single,Less than $40K,Blue,33,3,2,2,3942,1711,2231,0.61,4622,71,0.614,0.434
714064908,Existing Customer,57,F,1,Graduate,Single,Less than $40K,Blue,36,4,2,3,1771,1289,482,0.911,4813,84,0.867,0.728
765847383,Existing Customer,50,M,1,Graduate,Married,$120K +,Blue,43,4,5,3,20958,0,20958,0.769,4425,78,0.696,0
789531633,Existing Customer,53,F,4,Graduate,Single,Less than $40K,Blue,46,4,1,2,4117,777,3340,0.592,5218,88,0.6,0.189
820593033,Existing Customer,43,F,2,Graduate,Single,$40K - $60K,Silver,39,3,1,2,18524,1736,16788,0.762,4496,64,0.882,0.094
710078358,Existing Customer,36,M,4,Post-Graduate,Married,Less than $40K,Blue,26,5,1,1,2222,1291,931,0.988,4095,88,0.63,0.581
715025208,Existing Customer,56,F,2,College,Married,Less than $40K,Blue,46,5,3,3,3119,1778,1341,1.01,4168,63,0.853,0.57
709596783,Existing Customer,46,M,3,College,Married,$40K - $60K,Blue,34,5,1,2,1611,0,1611,0.731,4444,78,0.857,0
715960308,Attrited Customer,53,F,1,Graduate,Divorced,Less than $40K,Blue,44,3,3,3,4090,2517,1573,0.562,2016,49,0.69,0.615
787268733,Existing Customer,52,F,1,Graduate,Married,$40K - $60K,Blue,46,5,1,2,2442,1507,935,0.631,4535,85,0.809,0.617
789923058,Attrited Customer,53,F,1,High School,Married,$40K - $60K,Blue,44,3,3,3,1816,0,1816,0.884,2474,44,0.692,0
771079833,Existing Customer,40,F,3,High School,Single,Less than $40K,Blue,27,3,3,3,1438.3,0,1438.3,0.845,4332,78,0.696,0
710507733,Existing Customer,42,M,4,Graduate,Single,$60K - $80K,Blue,35,3,3,1,14958,1644,13314,0.686,4038,68,0.511,0.11
711627558,Existing Customer,40,F,3,Uneducated,Single,Less than $40K,Blue,30,5,1,2,1625,912,713,0.877,3968,73,0.698,0.561
710536983,Existing Customer,49,F,0,Post-Graduate,Married,Less than $40K,Blue,36,6,3,3,3007,2517,490,0.853,4423,67,0.675,0.837
803657133,Existing Customer,60,M,1,Graduate,Single,$40K - $60K,Blue,54,6,3,3,1848,1408,440,0.779,4757,75,0.923,0.762
769053033,Attrited Customer,44,F,1,Graduate,Single,$40K - $60K,Blue,38,3,2,5,4142,2517,1625,0.809,2104,44,0.833,0.608
713613258,Existing Customer,46,M,4,High School,Single,$80K - $120K,Blue,36,6,1,2,1438.3,0,1438.3,0.746,4461,71,0.821,0
768544833,Existing Customer,45,F,4,Uneducated,Single,Less than $40K,Blue,39,6,2,3,2202,1414,788,0.593,4531,77,0.54,0.642
720782658,Existing Customer,42,M,4,Graduate,Married,$60K - $80K,Blue,36,4,2,3,3591,1749,1842,0.733,5079,80,0.905,0.487
768162108,Attrited Customer,49,M,3,College,Married,$120K +,Blue,43,5,3,3,4781,0,4781,0.788,2451,50,0.667,0
714516033,Existing Customer,53,M,3,High School,Married,$120K +,Blue,44,4,2,0,9025,1005,8020,0.568,4412,87,0.706,0.111
788630958,Existing Customer,44,M,2,Uneducated,Single,$40K - $60K,Blue,28,3,1,2,11627,0,11627,0.638,3264,67,0.396,0
716292033,Existing Customer,37,F,4,High School,Single,Less than $40K,Blue,36,6,2,3,1438.3,0,1438.3,0.568,4815,84,0.787,0
780372408,Existing Customer,43,F,5,High School,Single,Less than $40K,Blue,33,6,2,2,4976,866,4110,0.985,4317,69,0.568,0.174
823507833,Existing Customer,44,M,4,High School,Single,$60K - $80K,Blue,40,4,3,2,14370,945,13425,0.557,4510,79,0.646,0.066
711111633,Existing Customer,60,M,1,High School,Single,$40K - $60K,Silver,49,5,2,2,21681,0,21681,0.704,3844,75,1.083,0
709904508,Existing Customer,59,F,0,Post-Graduate,Single,$40K - $60K,Blue,40,5,3,3,2634,1644,990,1.092,4190,71,0.732,0.624
712022883,Existing Customer,37,F,2,High School,Single,$40K - $60K,Blue,27,4,1,2,2204,919,1285,0.712,4555,82,1,0.417
714581358,Attrited Customer,48,F,3,Graduate,Single,Less than $40K,Blue,43,3,3,4,1502,0,1502,0.529,2204,36,0.44,0
825831933,Existing Customer,52,F,3,High School,Married,Less than $40K,Blue,48,4,2,2,3136,1103,2033,0.812,4528,81,0.884,0.352
720274158,Existing Customer,42,F,4,High School,Married,Less than $40K,Blue,35,4,2,2,4478,1700,2778,0.655,3879,76,1.235,0.38
794253108,Existing Customer,52,M,4,Graduate,Single,$40K - $60K,Blue,46,3,3,2,13090,0,13090,0.75,3851,78,1,0
720899883,Existing Customer,44,F,1,High School,Married,$40K - $60K,Blue,35,6,2,2,6849,0,6849,0.736,3770,82,0.864,0
714313608,Existing Customer,36,F,4,Uneducated,Married,Less than $40K,Blue,36,5,3,0,4228,1886,2342,1.076,4356,74,0.682,0.446
716602683,Existing Customer,49,F,3,Graduate,Married,$40K - $60K,Blue,36,3,3,2,5678,2082,3596,0.83,5092,70,0.707,0.367
715928808,Existing Customer,42,F,2,High School,Married,Less than $40K,Blue,31,3,5,2,3964,1218,2746,0.593,4580,75,1.419,0.307
771899433,Attrited Customer,48,M,3,Graduate,Married,$80K - $120K,Blue,37,5,2,4,7970,2434,5536,0.406,1263,27,0.35,0.305
709711758,Attrited Customer,45,F,3,Uneducated,Divorced,Less than $40K,Blue,32,3,2,2,1942,0,1942,0.366,1853,31,0.107,0
721137558,Attrited Customer,40,M,4,Graduate,Divorced,$40K - $60K,Blue,28,1,2,3,5821,894,4927,0.461,2011,42,0.273,0.154
822959133,Existing Customer,32,F,3,Post-Graduate,Married,$40K - $60K,Blue,26,4,3,3,3174,2084,1090,0.636,4508,83,1.075,0.657
720491958,Existing Customer,34,F,3,Uneducated,Single,Less than $40K,Blue,36,4,3,3,1438.3,0,1438.3,0.734,4302,74,0.762,0
713607108,Existing Customer,46,F,2,College,Divorced,Less than $40K,Blue,31,6,1,2,1852,1428,424,0.795,4486,61,0.848,0.771
709729533,Attrited Customer,47,M,3,Uneducated,Single,$40K - $60K,Blue,39,4,3,1,1809,457,1352,0.703,2169,49,0.485,0.253
717890583,Existing Customer,48,F,1,Graduate,Divorced,$40K - $60K,Blue,38,4,1,2,3503,1572,1931,0.866,4671,93,0.632,0.449
718384233,Existing Customer,52,M,5,Doctorate,Single,$40K - $60K,Silver,39,4,2,2,17835,868,16967,0.723,4258,58,0.657,0.049
713401758,Existing Customer,45,M,2,Uneducated,Married,$120K +,Blue,36,6,2,3,3383,1458,1925,0.678,4897,75,0.562,0.431
713556033,Existing Customer,36,F,1,Graduate,Married,Less than $40K,Blue,22,5,2,3,1438.3,790,648.3,0.615,3959,59,0.735,0.549
719265108,Existing Customer,42,F,3,High School,Married,Less than $40K,Blue,33,6,3,2,3815,1190,2625,0.852,4430,94,0.741,0.312
778740708,Existing Customer,39,F,3,Graduate,Married,Less than $40K,Blue,27,3,3,2,1902,962,940,0.534,4203,69,0.725,0.506
710952933,Existing Customer,43,F,1,Uneducated,Divorced,Less than $40K,Blue,36,5,2,3,2077,1254,823,0.821,4226,75,1.143,0.604
720991833,Attrited Customer,48,F,2,Doctorate,Married,Less than $40K,Blue,36,4,3,4,2514,2090,424,0.842,2603,53,0.606,0.831
779954658,Existing Customer,56,M,4,High School,Single,$80K - $120K,Blue,40,4,3,3,34516,0,34516,0.846,4714,82,0.745,0
714204108,Existing Customer,45,F,5,Graduate,Single,Less than $40K,Blue,38,3,3,0,2144,1492,652,0.96,3859,55,0.571,0.696
805546308,Existing Customer,65,F,0,High School,Single,Less than $40K,Blue,56,3,3,2,5951,2517,3434,0.787,4554,83,0.694,0.423
802878408,Existing Customer,53,F,1,Graduate,Married,$40K - $60K,Blue,47,6,2,2,2799,0,2799,0.689,4116,88,0.571,0
794558658,Existing Customer,49,F,4,Graduate,Married,Less than $40K,Blue,34,3,1,3,2560,1430,1130,0.766,4783,86,0.792,0.559
711634008,Existing Customer,42,F,3,Uneducated,Married,Less than $40K,Blue,36,6,2,2,5821,0,5821,0.859,4591,70,1.188,0
708260208,Existing Customer,43,F,5,Uneducated,Single,Less than $40K,Blue,36,4,3,2,2057,1279,778,0.562,4321,76,0.689,0.622
713435058,Existing Customer,49,F,5,High School,Divorced,Less than $40K,Blue,42,5,2,3,1972,1489,483,0.69,4715,66,0.65,0.755
719656533,Existing Customer,44,M,3,High School,Married,$60K - $80K,Blue,36,6,2,3,2675,0,2675,0.7,4149,79,0.717,0
719709558,Existing Customer,48,M,3,Graduate,Married,$40K - $60K,Blue,33,3,1,2,6223,2126,4097,0.681,4518,79,0.795,0.342
713105508,Existing Customer,46,M,3,High School,Single,$60K - $80K,Silver,29,4,3,3,34516,2040,32476,0.764,3754,53,1.038,0.059
710719683,Existing Customer,49,F,1,High School,Divorced,$40K - $60K,Blue,43,3,3,2,3054,845,2209,0.731,4460,88,0.692,0.277
817892208,Existing Customer,35,F,2,Doctorate,Single,Less than $40K,Blue,30,5,1,1,1438.3,0,1438.3,1.126,4006,72,0.946,0
714102183,Attrited Customer,50,M,3,Uneducated,Single,$120K +,Blue,36,1,2,3,7970,2282,5688,0.28,1872,41,0.206,0.286
719445633,Existing Customer,60,F,0,Uneducated,Married,Less than $40K,Blue,36,4,2,3,1601,0,1601,0.829,4919,69,1.091,0
709820658,Existing Customer,45,M,4,High School,Married,$80K - $120K,Blue,36,3,2,3,34516,1170,33346,0.678,3785,64,0.6,0.034
718481283,Existing Customer,51,F,1,High School,Married,Less than $40K,Blue,43,5,1,3,1822,1114,708,0.539,5210,73,0.553,0.611
789300408,Existing Customer,41,M,4,High School,Married,Less than $40K,Blue,30,3,2,2,1614,700,914,0.842,4293,87,0.812,0.434
815088483,Existing Customer,28,F,1,Graduate,Divorced,Less than $40K,Blue,23,4,1,3,2543,1156,1387,0.641,3864,64,0.684,0.455
717139608,Existing Customer,50,F,2,College,Divorced,Less than $40K,Blue,36,3,2,3,3462,1817,1645,0.717,4635,65,0.711,0.525
717626508,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,36,3,3,1,1699,0,1699,0.653,5495,87,0.642,0
716216958,Existing Customer,48,M,1,Uneducated,Married,$60K - $80K,Blue,42,6,1,1,4429,883,3546,0.688,4386,63,0.537,0.199
718693683,Existing Customer,65,F,0,High School,Single,$40K - $60K,Blue,53,4,1,3,2418,2205,213,0.84,3918,74,0.51,0.912
716298633,Existing Customer,56,F,1,Graduate,Single,Less than $40K,Blue,47,5,2,3,2086,1792,294,0.859,5774,84,0.909,0.859
755661933,Attrited Customer,48,F,3,Graduate,Single,$40K - $60K,Blue,41,5,3,3,1899,671,1228,0.736,2434,45,0.406,0.353
712914783,Existing Customer,43,M,5,Graduate,Single,$40K - $60K,Blue,31,4,1,2,7564,0,7564,0.61,4743,82,0.822,0
711240108,Existing Customer,41,M,2,Graduate,Married,$60K - $80K,Blue,31,3,2,2,13116,1225,11891,0.735,4800,61,0.605,0.093
721396758,Existing Customer,35,F,4,Doctorate,Married,Less than $40K,Blue,36,3,1,3,1438.3,606,832.3,0.692,5062,80,0.818,0.421
715636533,Existing Customer,48,F,3,High School,Married,Less than $40K,Blue,36,4,1,2,3716,0,3716,0.886,4833,73,0.521,0
716669658,Attrited Customer,51,F,1,High School,Single,Less than $40K,Blue,33,6,3,3,2006,1608,398,1.043,2760,38,0.652,0.802
718212633,Existing Customer,45,F,4,High School,Married,$40K - $60K,Blue,36,5,2,1,2948,2232,716,0.858,3635,79,0.58,0.757
713629533,Existing Customer,35,F,1,Uneducated,Married,Less than $40K,Blue,36,3,2,3,1438.3,670,768.3,0.909,4321,83,0.804,0.466
771450708,Existing Customer,58,F,3,Graduate,Married,$40K - $60K,Blue,46,5,3,1,4669,1913,2756,0.591,4363,73,0.973,0.41
711311883,Existing Customer,48,F,2,Graduate,Married,Less than $40K,Silver,35,5,2,2,13994,0,13994,0.57,3299,63,0.853,0
802673508,Attrited Customer,57,M,2,Graduate,Single,$120K +,Blue,51,3,5,3,8760,0,8760,0.726,2460,39,0.56,0
708113208,Existing Customer,53,F,1,High School,Married,Less than $40K,Blue,36,3,2,2,1688,0,1688,0.641,4375,69,0.605,0
720043533,Existing Customer,39,M,4,Graduate,Single,$60K - $80K,Blue,26,6,2,0,4534,917,3617,0.84,4211,66,0.61,0.202
801083133,Existing Customer,57,F,4,Uneducated,Single,Less than $40K,Blue,51,5,3,3,3545,1446,2099,0.638,3691,69,0.917,0.408
716246733,Existing Customer,57,F,2,College,Single,Less than $40K,Blue,49,4,2,2,1857,1528,329,0.698,4681,71,0.868,0.823
828285858,Existing Customer,41,F,3,College,Married,Less than $40K,Blue,37,3,1,2,1438.3,765,673.3,0.644,4053,66,0.692,0.532
718890933,Attrited Customer,45,F,4,Doctorate,Married,Less than $40K,Blue,27,3,2,2,1438.3,0,1438.3,0.68,2429,38,0.652,0
711148308,Existing Customer,52,M,3,Graduate,Single,$60K - $80K,Blue,46,4,2,2,9357,1285,8072,0.694,4173,77,0.711,0.137
712810233,Existing Customer,40,F,2,Graduate,Married,Less than $40K,Blue,36,3,2,3,2423,1674,749,0.644,4258,80,0.538,0.691
714098883,Existing Customer,45,F,1,Graduate,Single,$40K - $60K,Blue,36,5,2,2,1936,1613,323,0.841,4773,80,0.818,0.833
779327733,Existing Customer,43,M,1,Graduate,Divorced,$60K - $80K,Blue,25,4,3,3,1783,1014,769,0.956,3861,81,0.558,0.569
710461083,Existing Customer,56,F,2,Graduate,Single,Less than $40K,Blue,46,4,1,3,1438.3,0,1438.3,0.622,4333,84,0.826,0
709306983,Existing Customer,44,F,2,Post-Graduate,Married,Less than $40K,Silver,36,6,3,2,10580,1023,9557,0.907,4721,81,0.8,0.097
813182658,Existing Customer,49,F,4,High School,Married,Less than $40K,Blue,44,4,2,3,1656,929,727,0.898,4408,79,0.681,0.561
781110408,Existing Customer,39,F,0,High School,Single,Less than $40K,Blue,23,5,3,2,3279,0,3279,0.765,5048,75,0.923,0
818007783,Existing Customer,49,F,3,College,Married,$40K - $60K,Blue,44,6,2,3,2578,1590,988,0.657,4683,89,0.618,0.617
708862233,Existing Customer,44,F,4,Graduate,Married,$40K - $60K,Blue,30,3,3,3,4068,0,4068,1.121,5161,83,0.766,0
714006333,Attrited Customer,42,F,4,Graduate,Married,Less than $40K,Blue,36,5,2,3,2128,528,1600,0.525,2289,41,0.414,0.248
770596458,Attrited Customer,45,F,2,Doctorate,Married,Less than $40K,Blue,31,4,3,4,2704,2262,442,0.87,2362,39,0.444,0.837
709534083,Attrited Customer,58,F,0,Uneducated,Divorced,Less than $40K,Blue,36,3,2,6,9909,0,9909,0.466,1844,41,0.64,0
710579583,Existing Customer,57,F,1,Graduate,Married,Less than $40K,Blue,50,3,2,3,1665,983,682,0.889,4420,86,0.72,0.59
708949908,Attrited Customer,50,M,1,Graduate,Divorced,$120K +,Blue,42,1,3,2,1656,0,1656,0.626,2073,44,0.833,0
718696458,Existing Customer,52,F,1,Graduate,Married,Less than $40K,Blue,42,4,2,3,2012,1230,782,0.668,3822,68,0.659,0.611
710611683,Existing Customer,43,F,2,Post-Graduate,Married,Less than $40K,Blue,31,6,1,1,2837,1807,1030,0.609,4279,83,0.627,0.637
721511883,Existing Customer,40,F,3,Graduate,Single,Less than $40K,Blue,28,6,2,2,1709,0,1709,0.685,4981,79,0.975,0
753094533,Existing Customer,51,M,3,Uneducated,Married,$80K - $120K,Blue,44,3,3,3,24028,0,24028,0.496,3531,73,0.738,0
769892058,Existing Customer,40,M,3,Uneducated,Single,$80K - $120K,Blue,34,4,2,2,9124,2126,6998,0.449,4564,65,0.548,0.233
715705683,Existing Customer,56,F,1,Graduate,Single,Less than $40K,Blue,36,4,3,2,1936,1101,835,0.984,4578,70,0.892,0.569
715724808,Existing Customer,49,M,3,High School,Married,$80K - $120K,Blue,41,5,2,3,8051,2138,5913,0.716,4370,83,0.886,0.266
717123858,Existing Customer,36,F,1,Graduate,Married,$40K - $60K,Blue,36,5,1,3,3635,1617,2018,0.828,4045,62,1.067,0.445
716236683,Existing Customer,46,F,1,High School,Married,Less than $40K,Blue,37,4,2,2,2532,1487,1045,0.581,4143,71,1.029,0.587
779310033,Attrited Customer,42,F,4,Doctorate,Married,Less than $40K,Blue,24,3,2,3,4304,0,4304,0.183,1788,36,0.091,0
711409833,Existing Customer,45,F,5,Uneducated,Married,Less than $40K,Blue,33,3,1,3,1830,650,1180,0.724,4838,71,0.972,0.355
721174008,Existing Customer,37,M,2,Uneducated,Married,$120K +,Blue,23,4,3,3,7607,2170,5437,0.377,4495,77,0.674,0.285
714192933,Attrited Customer,55,F,3,Graduate,Single,Less than $40K,Blue,36,3,3,5,2060,0,2060,0.251,1976,44,0.257,0
709632483,Existing Customer,49,F,2,High School,Single,Less than $40K,Blue,40,3,2,2,1438.3,906,532.3,0.541,4457,84,0.714,0.63
718431258,Existing Customer,41,M,4,High School,Single,$60K - $80K,Blue,28,4,3,3,3126,1503,1623,0.892,3662,74,0.644,0.481
817029108,Existing Customer,47,F,4,Post-Graduate,Single,$40K - $60K,Blue,27,4,6,3,6885,1611,5274,0.955,3804,67,0.861,0.234
769577358,Existing Customer,31,F,0,Graduate,Single,Less than $40K,Blue,17,4,2,3,2787,1761,1026,0.67,4358,89,0.648,0.632
815589558,Existing Customer,50,M,2,Post-Graduate,Married,$80K - $120K,Blue,45,6,3,2,1867,1478,389,0.727,4097,70,0.707,0.792
718975083,Attrited Customer,47,F,4,Graduate,Single,Less than $40K,Blue,40,6,4,3,2473,0,2473,0.547,2133,44,0.419,0
715315008,Existing Customer,40,M,4,Post-Graduate,Single,$40K - $60K,Blue,30,6,3,2,4640,1555,3085,0.78,3870,70,0.707,0.335
779252283,Existing Customer,47,F,4,High School,Married,Less than $40K,Blue,29,6,3,0,2712,2411,301,0.844,5201,82,0.907,0.889
714533058,Existing Customer,53,F,3,College,Married,Less than $40K,Blue,43,4,2,3,1438.3,721,717.3,0.601,4606,86,0.955,0.501
716570958,Attrited Customer,50,M,3,Post-Graduate,Divorced,$60K - $80K,Blue,36,3,2,3,14409,511,13898,0.799,2351,39,0.3,0.035
710116833,Attrited Customer,59,F,1,High School,Single,$40K - $60K,Blue,36,5,3,3,1665,0,1665,1.01,2748,40,0.333,0
718586133,Existing Customer,43,F,3,Graduate,Married,Less than $40K,Blue,31,6,1,3,2639,0,2639,0.892,4892,85,0.771,0
773322558,Existing Customer,59,F,2,High School,Married,Less than $40K,Blue,48,6,1,1,2338,1566,772,0.533,3964,69,0.5,0.67
714554808,Existing Customer,51,F,1,Graduate,Married,Less than $40K,Blue,40,3,3,0,2774,1362,1412,0.866,4802,91,0.685,0.491
771464808,Existing Customer,35,F,2,Graduate,Single,Less than $40K,Blue,23,6,3,3,2317,1301,1016,0.925,4161,71,1.219,0.562
708234558,Existing Customer,55,F,2,College,Divorced,Less than $40K,Blue,43,5,2,1,2239,1340,899,0.658,4540,73,0.587,0.598
715737258,Existing Customer,41,F,1,College,Married,Less than $40K,Blue,32,6,3,3,2225,0,2225,1.06,4917,84,0.75,0
710188308,Existing Customer,51,F,3,Graduate,Single,Less than $40K,Blue,41,6,2,3,1519,1148,371,0.767,4927,73,0.738,0.756
714839808,Existing Customer,51,F,3,Graduate,Married,Less than $40K,Blue,35,6,1,1,2141,1176,965,0.746,4317,64,0.778,0.549
811140933,Existing Customer,43,F,2,High School,Married,Less than $40K,Blue,29,4,1,2,2616,1786,830,0.876,5219,63,0.75,0.683
788937933,Existing Customer,39,F,3,Graduate,Divorced,Less than $40K,Blue,25,3,1,1,5494,1356,4138,0.463,3566,81,0.884,0.247
721527858,Attrited Customer,52,F,3,High School,Married,Less than $40K,Blue,40,3,5,1,2003,1735,268,0.855,2343,42,0.355,0.866
718265658,Existing Customer,47,F,4,Uneducated,Single,Less than $40K,Blue,36,3,1,2,2092,1499,593,0.811,4130,80,1.162,0.717
714312708,Existing Customer,44,M,0,High School,Single,$60K - $80K,Blue,36,6,3,2,6606,2517,4089,0.825,4493,68,0.659,0.381
712675158,Existing Customer,56,M,1,Graduate,Single,$60K - $80K,Blue,36,5,3,2,7075,1676,5399,1.268,4160,75,0.667,0.237
826473858,Existing Customer,44,M,1,College,Single,$40K - $60K,Blue,40,6,1,2,4274,1680,2594,0.78,4820,60,0.765,0.393
817382958,Existing Customer,47,F,3,High School,Single,Less than $40K,Blue,31,5,1,3,2317,0,2317,0.57,4894,89,0.854,0
712927383,Attrited Customer,51,F,2,Uneducated,Single,Less than $40K,Blue,36,3,3,3,1438.3,642,796.3,0.405,1939,49,0.4,0.446
712894308,Existing Customer,47,M,4,High School,Married,$80K - $120K,Blue,37,5,3,3,2888,0,2888,0.717,4345,75,0.786,0
711430908,Attrited Customer,45,F,4,Graduate,Married,Less than $40K,Blue,34,3,2,1,1438.3,0,1438.3,0.685,2153,35,0.346,0
809849358,Attrited Customer,55,F,2,Graduate,Divorced,Less than $40K,Blue,50,2,6,3,1720,0,1720,0.707,2719,36,0.44,0
809363958,Existing Customer,49,F,3,High School,Married,$40K - $60K,Blue,44,5,1,2,3881,0,3881,0.601,4177,66,0.737,0
721228308,Attrited Customer,47,F,2,High School,Married,Less than $40K,Blue,39,5,3,3,3899,0,3899,0.718,2182,40,0.429,0
708708858,Attrited Customer,50,F,1,Graduate,Single,Less than $40K,Blue,36,1,3,4,2422,502,1920,0.997,2548,46,0.484,0.207
721111233,Existing Customer,52,M,2,Graduate,Married,$80K - $120K,Blue,43,6,3,3,11964,800,11164,0.954,4853,85,0.848,0.067
718866633,Existing Customer,46,M,2,College,Married,$80K - $120K,Blue,36,5,4,2,33142,0,33142,0.846,4347,63,0.575,0
719100633,Existing Customer,40,M,2,High School,Single,$120K +,Silver,36,3,4,2,34516,1436,33080,0.688,3564,73,0.825,0.042
789328083,Attrited Customer,42,F,4,High School,Married,Less than $40K,Blue,32,6,3,3,3454,0,3454,0.862,2826,39,0.625,0
822905058,Existing Customer,29,F,2,Graduate,Married,Less than $40K,Blue,25,6,3,2,2732,1746,986,1.028,4702,85,0.771,0.639
816549933,Existing Customer,50,M,4,High School,Divorced,$80K - $120K,Blue,45,4,2,2,1687,992,695,0.721,4342,82,0.783,0.588
716421633,Attrited Customer,43,F,3,Graduate,Married,Less than $40K,Blue,36,4,2,4,3523,0,3523,0.973,3174,44,0.222,0
712667958,Existing Customer,40,M,4,Uneducated,Single,$120K +,Blue,36,4,3,2,5773,2024,3749,0.977,3732,71,0.972,0.351
819979458,Existing Customer,35,F,3,Doctorate,Married,Less than $40K,Blue,30,5,2,2,3976,1789,2187,0.931,4419,75,0.829,0.45
708100533,Existing Customer,55,F,3,College,Single,Less than $40K,Blue,36,3,3,3,2679,2277,402,0.736,4943,85,0.735,0.85
802867683,Existing Customer,53,F,2,High School,Single,$40K - $60K,Blue,47,5,2,3,1536,728,808,0.604,4133,78,0.529,0.474
711893358,Existing Customer,46,M,5,High School,Married,$40K - $60K,Blue,37,6,2,1,2375,1196,1179,0.641,4087,66,0.833,0.504
785410158,Existing Customer,50,F,3,High School,Married,Less than $40K,Blue,42,4,3,3,2719,0,2719,0.794,4172,65,0.97,0
718596858,Existing Customer,53,F,4,Graduate,Divorced,$40K - $60K,Blue,45,5,3,1,3369,2424,945,0.825,5220,78,0.592,0.72
708338958,Existing Customer,58,F,1,Graduate,Single,Less than $40K,Blue,36,5,1,1,3173,1713,1460,0.609,3797,75,0.786,0.54
789662283,Attrited Customer,50,F,3,High School,Married,Less than $40K,Blue,33,3,3,4,2140,0,2140,0.765,2915,50,0.316,0
712805658,Existing Customer,56,F,3,Uneducated,Single,Less than $40K,Blue,46,4,3,2,2258,0,2258,0.617,4803,72,0.714,0
815598858,Existing Customer,48,M,3,Graduate,Married,$40K - $60K,Blue,43,5,1,1,2423,1779,644,0.503,4035,74,0.805,0.734
779412783,Existing Customer,55,F,1,High School,Single,Less than $40K,Blue,37,4,3,3,2376,1969,407,0.788,4301,79,1.026,0.829
780036483,Existing Customer,38,M,1,Graduate,Single,Less than $40K,Blue,28,4,5,2,1690,1459,231,0.667,3928,69,0.643,0.863
711527508,Attrited Customer,46,F,3,High School,Married,$40K - $60K,Blue,34,2,3,2,8583,0,8583,0.358,1794,31,0.292,0
720768258,Existing Customer,52,F,3,Graduate,Single,Less than $40K,Blue,34,5,2,1,2996,2147,849,0.503,4724,66,0.737,0.717
714075708,Existing Customer,48,M,4,Uneducated,Divorced,$80K - $120K,Gold,38,4,3,1,34516,1426,33090,0.621,4814,71,0.69,0.041
787505133,Attrited Customer,36,M,3,College,Married,$120K +,Blue,24,2,2,3,11316,1599,9717,0.713,2595,49,0.361,0.141
712241433,Existing Customer,38,F,0,High School,Single,Less than $40K,Blue,30,4,2,1,1438.3,1003,435.3,0.629,4247,84,0.714,0.697
807990108,Existing Customer,44,M,1,Uneducated,Divorced,$120K +,Blue,39,3,2,3,11362,0,11362,0.668,3197,61,0.564,0
708807483,Existing Customer,51,F,3,Graduate,Married,$40K - $60K,Blue,45,5,2,3,9117,1259,7858,0.88,3837,75,0.705,0.138
714733908,Existing Customer,51,M,2,High School,Married,$60K - $80K,Blue,37,6,6,3,8787,1087,7700,0.974,4537,75,1.273,0.124
721067658,Existing Customer,40,M,4,Graduate,Married,$60K - $80K,Silver,36,6,1,3,27436,642,26794,0.705,4051,81,0.761,0.023
788997408,Existing Customer,65,F,2,Doctorate,Single,Less than $40K,Blue,53,6,3,2,2195,1917,278,0.535,4205,65,0.625,0.873
719835033,Existing Customer,46,M,4,College,Married,$80K - $120K,Blue,34,5,3,2,13734,568,13166,0.719,4283,67,0.861,0.041
771854808,Existing Customer,45,M,4,Graduate,Married,$60K - $80K,Blue,34,6,2,3,2731,1868,863,0.533,3915,66,0.65,0.684
717299958,Existing Customer,49,M,3,Graduate,Single,$80K - $120K,Blue,45,3,2,0,2453,1534,919,0.785,4185,66,0.784,0.625
713019783,Existing Customer,41,F,3,High School,Married,$40K - $60K,Blue,35,3,3,3,2644,1794,850,0.863,4081,72,0.8,0.679
770968383,Attrited Customer,41,M,4,Graduate,Married,$80K - $120K,Silver,28,3,2,3,34516,825,33691,0.616,2022,52,0.733,0.024
709747308,Existing Customer,41,M,5,Graduate,Married,$60K - $80K,Blue,36,4,4,3,4575,1344,3231,0.46,4726,64,0.561,0.294
801366783,Existing Customer,51,F,1,College,Single,Less than $40K,Blue,45,3,3,2,4860,1772,3088,0.561,4329,80,0.86,0.365
798786333,Existing Customer,46,F,2,Graduate,Married,Less than $40K,Blue,40,6,4,2,1438.3,510,928.3,0.711,3399,66,0.784,0.355
715117008,Existing Customer,39,M,5,Uneducated,Married,$40K - $60K,Blue,36,4,2,3,1438.3,0,1438.3,0.677,4596,82,0.745,0
713944833,Existing Customer,46,M,5,Uneducated,Single,$60K - $80K,Blue,36,3,3,2,24512,766,23746,0.509,4561,78,0.368,0.031
713569158,Attrited Customer,43,F,3,High School,Single,$40K - $60K,Blue,34,1,3,2,1654,1474,180,0.586,2086,47,0.621,0.891
713037333,Existing Customer,63,M,1,Graduate,Single,$80K - $120K,Blue,55,6,1,2,21430,0,21430,0.511,3561,57,0.676,0
718267233,Existing Customer,50,M,1,Graduate,Married,$120K +,Silver,38,4,3,3,34516,1915,32601,0.625,3828,65,1.321,0.055
709736658,Existing Customer,37,M,4,Uneducated,Married,$40K - $60K,Blue,27,6,3,2,1438.3,759,679.3,0.858,4446,86,0.72,0.528
710929233,Existing Customer,33,F,2,Doctorate,Single,Less than $40K,Blue,36,5,2,3,2800,1559,1241,0.598,4253,83,0.694,0.557
714290583,Existing Customer,44,M,4,Post-Graduate,Married,$60K - $80K,Blue,36,3,2,2,3117,1400,1717,0.913,4391,85,0.809,0.449
717972408,Existing Customer,44,M,2,Uneducated,Married,$80K - $120K,Blue,34,6,3,3,2558,2016,542,0.806,3792,78,0.5,0.788
718626033,Attrited Customer,47,M,3,High School,Married,$60K - $80K,Blue,39,2,3,2,10061,0,10061,0.787,2802,52,0.529,0
709888383,Existing Customer,47,F,3,Graduate,Married,Less than $40K,Blue,36,3,1,2,3147,2453,694,0.744,4465,82,0.952,0.779
719549508,Existing Customer,49,F,4,Graduate,Single,Less than $40K,Blue,40,4,2,2,2712,1686,1026,0.791,4678,74,0.644,0.622
718670808,Existing Customer,59,F,0,College,Married,Less than $40K,Blue,51,6,1,0,1438.3,0,1438.3,0.715,4817,81,0.688,0
718211208,Existing Customer,39,M,3,High School,Married,$120K +,Blue,36,6,3,2,3281,1682,1599,0.577,4109,69,0.5,0.513
712578933,Attrited Customer,35,F,5,High School,Married,$40K - $60K,Blue,25,3,2,6,1438.3,0,1438.3,0.763,2500,44,0.517,0
709343433,Existing Customer,39,F,2,Graduate,Single,Less than $40K,Blue,26,5,3,3,2469,1826,643,0.666,3837,74,0.721,0.74
719006508,Existing Customer,34,M,2,Graduate,Married,$60K - $80K,Blue,36,5,1,3,2763,1913,850,0.598,4136,69,0.568,0.692
721287183,Existing Customer,49,F,2,Uneducated,Married,Less than $40K,Blue,35,5,2,3,2081,0,2081,1.004,4863,87,0.706,0
709080783,Existing Customer,56,F,1,Graduate,Single,Less than $40K,Blue,38,4,1,3,1737,0,1737,0.953,4723,78,0.625,0
719073483,Attrited Customer,45,M,3,Uneducated,Married,$80K - $120K,Blue,38,3,3,3,9234,0,9234,0.629,2586,44,0.257,0
715372083,Existing Customer,37,F,1,Graduate,Single,Less than $40K,Blue,36,3,3,3,2684,0,2684,0.66,4796,85,0.635,0
780034083,Existing Customer,48,F,3,High School,Married,$40K - $60K,Blue,38,3,2,2,2151,0,2151,0.763,4604,86,0.72,0
794581533,Existing Customer,52,M,2,College,Single,$60K - $80K,Blue,37,4,3,3,2749,1380,1369,0.937,3882,90,0.765,0.502
710013258,Existing Customer,44,F,3,High School,Single,Less than $40K,Blue,31,3,2,2,1980,823,1157,0.861,4467,69,0.683,0.416
719084358,Attrited Customer,55,F,1,Graduate,Married,Less than $40K,Blue,46,6,4,3,4232,0,4232,0.878,2312,37,0.609,0
789173958,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,34,4,1,2,1438.3,877,561.3,0.743,4283,76,0.617,0.61
712434708,Attrited Customer,52,F,3,High School,Married,Less than $40K,Blue,39,5,3,2,3302,2517,785,0.705,2682,47,0.516,0.762
708412758,Attrited Customer,33,F,3,Graduate,Single,Less than $40K,Blue,36,5,2,3,1457,0,1457,0.677,2200,45,0.364,0
717147708,Existing Customer,44,M,2,Uneducated,Divorced,$60K - $80K,Blue,34,6,3,2,3650,1270,2380,0.792,4250,81,0.929,0.348
713158083,Attrited Customer,56,M,2,High School,Single,$120K +,Blue,46,2,4,4,7327,0,7327,0.598,2185,41,0.864,0
771037008,Existing Customer,46,M,1,Uneducated,Married,$80K - $120K,Blue,33,3,1,2,13324,0,13324,0.917,4245,76,1,0
708559533,Existing Customer,40,M,1,Uneducated,Married,$80K - $120K,Blue,36,6,3,2,1770,584,1186,0.706,4442,83,0.844,0.33
772143333,Existing Customer,46,F,2,High School,Single,Less than $40K,Blue,35,6,3,3,2170,1498,672,0.64,4569,79,0.881,0.69
771942333,Existing Customer,65,M,1,College,Single,Less than $40K,Blue,54,5,2,2,5363,1309,4054,0.574,3855,63,0.703,0.244
755247108,Existing Customer,50,F,2,Doctorate,Single,Less than $40K,Blue,43,4,1,0,3206,0,3206,0.631,4731,82,0.822,0
713858733,Existing Customer,61,F,0,Post-Graduate,Married,$40K - $60K,Blue,53,4,3,2,2566,2164,402,0.578,4344,73,0.659,0.843
717129333,Existing Customer,35,F,2,Graduate,Married,$40K - $60K,Blue,25,3,1,2,1438.3,0,1438.3,0.744,4434,73,0.78,0
716924958,Attrited Customer,65,F,2,Graduate,Single,Less than $40K,Blue,56,3,0,3,6812,1926,4886,0.735,2288,48,0.778,0.283
719614758,Existing Customer,45,F,4,Graduate,Single,$40K - $60K,Blue,34,3,2,2,2700,1977,723,0.801,4984,75,1.083,0.732
771500358,Existing Customer,43,F,2,Uneducated,Divorced,Less than $40K,Blue,31,5,3,1,4332,1313,3019,0.671,4093,84,0.826,0.303
715060158,Existing Customer,41,F,4,Graduate,Single,Less than $40K,Blue,26,5,2,2,1783,1282,501,0.504,3853,76,0.617,0.719
779725833,Existing Customer,42,M,2,Graduate,Single,$60K - $80K,Blue,26,4,3,2,11761,1775,9986,0.925,4946,73,0.698,0.151
716592558,Existing Customer,52,F,1,High School,Single,Less than $40K,Blue,36,3,3,3,2340,1101,1239,0.766,4501,68,0.7,0.471
771020133,Existing Customer,45,F,5,Uneducated,Single,Less than $40K,Blue,32,3,3,0,2859,1776,1083,0.79,4440,79,0.756,0.621
709153008,Existing Customer,37,M,3,High School,Married,$40K - $60K,Blue,36,3,3,3,2523,2481,42,0.744,4683,76,0.689,0.983
713394858,Existing Customer,48,M,2,Post-Graduate,Married,$40K - $60K,Blue,34,4,2,2,4776,0,4776,0.626,4581,60,0.622,0
721175283,Existing Customer,59,F,1,Graduate,Married,Less than $40K,Blue,36,3,1,1,2697,1410,1287,0.925,4489,58,0.706,0.523
715503558,Existing Customer,57,F,3,High School,Married,Less than $40K,Blue,36,6,2,3,3542,2417,1125,0.687,4127,71,0.479,0.682
819943458,Attrited Customer,57,M,3,Graduate,Single,$120K +,Blue,52,6,4,3,34516,1000,33516,0.694,1777,37,0.542,0.029
772073508,Attrited Customer,52,F,1,College,Single,Less than $40K,Blue,41,5,3,6,1764,0,1764,0.824,2740,47,0.343,0
721351983,Attrited Customer,43,F,4,Uneducated,Married,Less than $40K,Blue,36,5,3,3,3492,2517,975,0.6,2510,47,0.621,0.721
714477408,Attrited Customer,36,F,3,High School,Married,Less than $40K,Blue,36,3,3,3,2977,1340,1637,0.507,2201,39,0.345,0.45
718471758,Existing Customer,49,M,4,Doctorate,Single,$60K - $80K,Silver,37,5,2,2,30976,2051,28925,0.684,3193,69,0.725,0.066
711607833,Existing Customer,43,M,5,High School,Married,$60K - $80K,Blue,36,5,2,1,2810,2384,426,0.859,4875,97,0.764,0.848
719277033,Existing Customer,44,M,3,High School,Single,$40K - $60K,Blue,34,5,3,1,8997,708,8289,0.586,4558,62,0.676,0.079
813905508,Existing Customer,57,F,3,Uneducated,Single,Less than $40K,Blue,52,4,3,3,2002,1188,814,0.63,3735,73,0.659,0.593
719761458,Existing Customer,55,M,4,Post-Graduate,Single,$60K - $80K,Blue,36,3,2,1,4998,1626,3372,0.695,4329,61,0.694,0.325
708222558,Existing Customer,37,F,2,Post-Graduate,Married,Less than $40K,Blue,36,6,2,3,2310,1513,797,0.682,4191,77,0.833,0.655
713937558,Existing Customer,54,F,2,High School,Married,$40K - $60K,Blue,36,3,3,3,3892,0,3892,0.738,4318,74,0.762,0
709603608,Existing Customer,34,M,3,Uneducated,Married,$60K - $80K,Blue,25,6,1,1,2345,1643,702,0.678,4634,69,0.643,0.701
804661083,Existing Customer,50,M,0,Graduate,Single,$80K - $120K,Blue,45,3,2,2,2135,1506,629,0.883,4821,77,0.711,0.705
718420308,Existing Customer,50,F,2,High School,Married,Less than $40K,Blue,36,3,1,3,3397,1658,1739,0.724,4208,75,0.786,0.488
714046608,Existing Customer,49,M,0,Doctorate,Married,$60K - $80K,Blue,39,5,6,3,19719,1395,18324,0.565,3572,73,0.738,0.071
718497033,Existing Customer,52,M,1,High School,Married,$120K +,Blue,36,5,3,3,31733,0,31733,0.735,3723,53,0.767,0
711801933,Attrited Customer,54,F,4,High School,Single,$40K - $60K,Blue,36,3,3,4,1438.3,0,1438.3,0.641,2092,42,0.68,0
716282208,Attrited Customer,54,F,2,Post-Graduate,Married,Less than $40K,Blue,48,3,6,3,1638,0,1638,0.163,1702,36,0.125,0
789076083,Existing Customer,50,F,3,High School,Single,Less than $40K,Blue,38,6,3,2,2775,1475,1300,0.854,4608,84,0.647,0.532
714045783,Attrited Customer,37,F,2,Graduate,Married,$40K - $60K,Blue,29,2,2,6,2547,1965,582,0.535,2160,46,0.353,0.771
721092783,Existing Customer,46,M,3,Graduate,Married,$80K - $120K,Blue,36,6,3,1,19838,1290,18548,0.59,3982,68,0.581,0.065
720243933,Attrited Customer,47,M,2,Uneducated,Married,$60K - $80K,Blue,32,1,3,6,1789,0,1789,0.637,2784,49,0.581,0
818502708,Existing Customer,51,F,1,Uneducated,Single,$40K - $60K,Blue,46,5,3,2,2284,1674,610,0.784,4885,86,0.83,0.733
712942308,Existing Customer,42,M,3,Doctorate,Single,$60K - $80K,Blue,36,6,1,3,11535,1527,10008,0.664,3730,67,0.718,0.132
714708183,Existing Customer,58,M,2,High School,Single,$60K - $80K,Silver,49,4,3,3,30186,0,30186,0.606,4070,74,0.574,0
787501758,Existing Customer,51,F,3,High School,Single,Less than $40K,Blue,39,5,2,1,4038,1237,2801,0.61,4188,68,0.545,0.306
714990633,Existing Customer,56,M,4,Graduate,Single,$80K - $120K,Blue,36,5,3,2,2078,1696,382,0.562,4382,82,0.783,0.816
714652383,Existing Customer,51,F,4,Graduate,Married,Less than $40K,Blue,36,5,3,2,1571,0,1571,0.89,4580,74,1.056,0
788776008,Existing Customer,43,M,3,College,Married,$80K - $120K,Blue,24,6,3,1,4726,1161,3565,0.698,4683,91,0.896,0.246
719354433,Existing Customer,48,M,1,College,Single,$80K - $120K,Silver,36,6,3,3,34516,1629,32887,0.815,4042,78,0.592,0.047
709368483,Existing Customer,56,M,2,Graduate,Married,$40K - $60K,Blue,45,5,2,1,1438.3,0,1438.3,0.913,4323,77,0.571,0
716272158,Attrited Customer,41,F,3,College,Married,$40K - $60K,Blue,15,5,3,4,4312,2517,1795,0.741,2693,56,0.436,0.584
717073308,Existing Customer,44,F,3,College,Married,Less than $40K,Blue,31,5,6,2,2679,727,1952,0.894,4804,78,0.814,0.271
789105183,Existing Customer,54,M,3,Post-Graduate,Single,$80K - $120K,Silver,42,3,1,2,34516,2488,32028,0.552,4401,87,0.776,0.072
721305408,Existing Customer,48,F,2,Graduate,Married,Less than $40K,Blue,37,4,2,1,3378,0,3378,0.58,4761,81,0.884,0
715739733,Existing Customer,34,M,1,High School,Single,$40K - $60K,Blue,25,4,1,2,1793,1141,652,0.715,5293,88,0.76,0.636
779217333,Existing Customer,59,F,0,Graduate,Divorced,Less than $40K,Blue,49,6,2,3,2228,1502,726,0.719,3922,75,1.027,0.674
712133508,Existing Customer,41,F,3,College,Single,$40K - $60K,Blue,22,5,0,2,2577,1582,995,0.697,4734,75,0.596,0.614
714602658,Attrited Customer,39,F,1,Graduate,Married,Less than $40K,Blue,36,1,2,3,1462,0,1462,0.393,1998,36,0.161,0
712446783,Attrited Customer,50,F,4,Graduate,Married,Less than $40K,Blue,30,5,3,4,4038,1530,2508,0.724,2400,41,0.323,0.379
719782458,Existing Customer,49,F,1,Graduate,Married,$40K - $60K,Blue,39,3,3,3,7201,1992,5209,0.778,3981,76,0.949,0.277
718141983,Existing Customer,49,M,0,High School,Single,$80K - $120K,Blue,43,6,3,1,1883,1295,588,0.81,5187,89,0.712,0.688
718853358,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,36,5,1,2,3308,2517,791,0.543,5104,85,0.545,0.761
772539558,Existing Customer,65,F,0,College,Single,Less than $40K,Blue,55,3,3,0,2022,0,2022,0.579,4623,65,0.548,0
817094283,Existing Customer,43,F,5,Graduate,Married,Less than $40K,Blue,23,5,3,3,8597,903,7694,0.773,5173,78,0.733,0.105
772409733,Existing Customer,39,F,3,High School,Divorced,$40K - $60K,Blue,28,4,1,3,3400,2307,1093,0.901,4742,90,0.698,0.679
717534108,Existing Customer,48,F,3,High School,Divorced,$40K - $60K,Blue,40,3,1,3,2405,1410,995,0.866,4421,79,0.881,0.586
816378033,Attrited Customer,46,M,4,Uneducated,Single,$80K - $120K,Gold,41,6,3,2,34516,1104,33412,0.591,1989,47,0.741,0.032
790141308,Existing Customer,44,M,2,College,Married,$80K - $120K,Blue,37,5,3,1,8241,0,8241,0.723,4436,79,0.756,0
710770383,Existing Customer,53,F,2,Graduate,Married,$40K - $60K,Blue,36,4,3,1,1438.3,582,856.3,0.611,4915,92,0.769,0.405
713744058,Existing Customer,41,F,3,High School,Married,Less than $40K,Blue,36,6,2,3,2359,1509,850,1.1,5232,78,0.814,0.64
708998583,Existing Customer,47,F,4,Post-Graduate,Married,Less than $40K,Blue,39,6,2,2,1790,0,1790,0.516,4141,87,0.74,0
827451333,Attrited Customer,54,F,2,Uneducated,Married,Less than $40K,Blue,50,3,6,3,2247,0,2247,0.641,2615,37,0.423,0
714228558,Existing Customer,40,M,3,High School,Single,$80K - $120K,Blue,36,5,3,3,3624,0,3624,0.74,4749,82,0.864,0
797668983,Existing Customer,42,F,4,Graduate,Married,Less than $40K,Blue,36,6,2,1,1438.3,0,1438.3,0.795,4396,70,0.628,0
713023158,Existing Customer,39,F,2,College,Married,$40K - $60K,Blue,31,3,1,2,2901,2143,758,0.948,4239,78,0.733,0.739
709982658,Existing Customer,41,F,2,College,Married,Less than $40K,Blue,31,4,2,3,9759,2038,7721,0.622,4226,77,0.638,0.209
715398858,Existing Customer,57,F,3,Post-Graduate,Married,Less than $40K,Blue,36,4,3,2,2525,1203,1322,0.725,4360,78,0.857,0.476
715615233,Existing Customer,60,F,1,High School,Divorced,Less than $40K,Blue,48,5,3,3,2737,1812,925,0.703,4507,86,0.955,0.662
710650608,Existing Customer,51,M,2,Graduate,Married,$80K - $120K,Blue,36,4,3,2,19262,1480,17782,0.649,4812,85,0.771,0.077
719051733,Existing Customer,63,M,0,College,Single,$60K - $80K,Blue,51,4,2,1,2706,889,1817,0.73,5047,64,0.882,0.329
789900633,Existing Customer,49,F,2,High School,Married,$40K - $60K,Blue,40,5,3,2,3263,1522,1741,0.58,4288,69,0.725,0.466
789122808,Attrited Customer,41,F,4,College,Married,$40K - $60K,Blue,29,5,2,3,3281,0,3281,0.875,2907,45,0.406,0
709902108,Existing Customer,51,M,2,High School,Married,$80K - $120K,Blue,40,4,3,2,8169,794,7375,0.665,4927,70,0.944,0.097
713666058,Existing Customer,46,F,5,College,Divorced,$40K - $60K,Blue,38,6,1,3,3276,1915,1361,0.672,4264,76,0.617,0.585
708085458,Existing Customer,34,F,2,Uneducated,Single,Less than $40K,Blue,24,6,2,2,1438.3,0,1438.3,0.827,3940,82,0.952,0
711507783,Attrited Customer,54,F,2,Doctorate,Single,Less than $40K,Blue,42,3,4,3,1694,0,1694,0.354,1930,41,0.519,0
819752133,Existing Customer,41,M,2,High School,Divorced,$80K - $120K,Blue,36,6,2,2,1636,986,650,0.833,4695,73,0.872,0.603
711061908,Existing Customer,48,F,1,Graduate,Married,Less than $40K,Blue,38,6,2,3,1449,749,700,0.943,4039,50,0.852,0.517
744231708,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,38,3,3,3,1513,788,725,0.677,4166,71,0.868,0.521
716856408,Attrited Customer,39,F,4,Graduate,Single,Less than $40K,Blue,28,5,2,4,1438.3,0,1438.3,0.777,2392,44,0.375,0
711780108,Existing Customer,46,F,4,Doctorate,Divorced,Less than $40K,Blue,38,4,3,2,4120,1578,2542,0.379,4792,81,0.588,0.383
721418133,Existing Customer,45,F,3,Graduate,Single,Less than $40K,Blue,33,6,2,3,2016,972,1044,0.685,4535,82,0.745,0.482
720124758,Attrited Customer,49,M,3,Uneducated,Married,$80K - $120K,Blue,40,5,4,3,2509,450,2059,0.654,2239,47,0.621,0.179
809068983,Existing Customer,40,F,2,Graduate,Married,Less than $40K,Blue,35,3,1,3,3511,0,3511,0.758,5238,82,0.708,0
711052308,Existing Customer,45,M,3,Post-Graduate,Divorced,$60K - $80K,Blue,37,6,3,3,2751,2432,319,0.905,4453,75,0.923,0.884
718967433,Existing Customer,34,F,2,High School,Divorced,Less than $40K,Blue,36,3,6,3,2426,0,2426,0.888,4918,81,0.8,0
709827933,Existing Customer,44,M,2,Graduate,Married,$80K - $120K,Blue,36,3,3,2,12230,1196,11034,0.62,3659,76,0.52,0.098
787568433,Existing Customer,42,M,3,Graduate,Single,$60K - $80K,Blue,33,3,1,3,7328,936,6392,0.689,4518,79,0.795,0.128
715435758,Existing Customer,42,M,2,Graduate,Single,$80K - $120K,Blue,36,3,1,3,3046,1231,1815,0.692,4711,77,0.878,0.404
721247883,Existing Customer,52,M,2,College,Married,$80K - $120K,Blue,41,4,2,3,16207,922,15285,0.635,3621,83,0.886,0.057
789692283,Existing Customer,47,F,5,College,Single,Less than $40K,Blue,34,4,3,2,5950,0,5950,0.44,4655,66,0.784,0
715129233,Existing Customer,51,F,4,High School,Single,Less than $40K,Blue,36,6,3,3,2902,1634,1268,0.588,4748,74,0.51,0.563
714083208,Existing Customer,47,F,3,College,Married,Less than $40K,Blue,38,5,2,2,1585,1304,281,0.727,4656,80,0.6,0.823
716559108,Existing Customer,47,F,1,High School,Single,Less than $40K,Blue,36,6,2,3,2899,2418,481,0.575,4296,68,0.838,0.834
708499608,Existing Customer,49,M,5,Post-Graduate,Single,$40K - $60K,Silver,36,6,1,2,15525,1299,14226,0.452,4042,78,0.95,0.084
794947683,Existing Customer,35,F,4,Graduate,Single,Less than $40K,Blue,29,6,3,0,2118,1189,929,1.158,4541,60,0.818,0.561
716442333,Existing Customer,34,F,3,Graduate,Married,$40K - $60K,Blue,25,6,2,2,2275,1468,807,0.757,4977,88,0.692,0.645
772189308,Existing Customer,59,F,1,College,Single,Less than $40K,Blue,48,5,2,0,2601,1888,713,0.773,4899,62,0.771,0.726
721529583,Existing Customer,52,M,3,High School,Single,$80K - $120K,Blue,41,6,3,3,4642,2413,2229,0.797,3532,72,0.674,0.52
713578608,Existing Customer,58,M,0,Doctorate,Single,Less than $40K,Blue,46,6,4,3,1438.3,0,1438.3,0.808,4082,82,0.822,0
711505308,Existing Customer,59,F,1,Graduate,Single,Less than $40K,Blue,52,5,3,3,2636,1619,1017,0.565,4727,83,0.627,0.614
711131958,Existing Customer,50,F,3,Doctorate,Single,$40K - $60K,Blue,42,4,3,3,3743,881,2862,0.77,4621,71,0.821,0.235
714687858,Existing Customer,49,F,1,Graduate,Single,Less than $40K,Blue,41,6,1,3,1438.3,0,1438.3,0.53,4538,82,1.05,0
780289308,Attrited Customer,61,F,0,High School,Married,Less than $40K,Blue,47,1,3,4,4130,0,4130,0.814,2418,57,0.781,0
778857108,Existing Customer,52,F,3,Post-Graduate,Married,$40K - $60K,Blue,33,3,2,0,3900,0,3900,1.092,4337,81,0.8,0
756598833,Existing Customer,38,M,1,Uneducated,Married,Less than $40K,Blue,31,6,3,3,6236,1204,5032,0.817,5389,84,0.826,0.193
714503433,Attrited Customer,57,F,2,Doctorate,Married,Less than $40K,Blue,36,1,3,3,1615,950,665,0.507,2212,43,0.387,0.588
779643858,Existing Customer,55,F,1,Graduate,Married,Less than $40K,Blue,38,5,5,2,2033,1037,996,1.064,4100,82,0.708,0.51
714396558,Existing Customer,57,F,3,High School,Married,Less than $40K,Blue,51,6,2,3,1511,0,1511,0.678,4683,87,0.706,0
715532208,Existing Customer,65,F,1,High School,Single,Less than $40K,Blue,55,3,3,2,4010,1504,2506,0.766,3807,61,0.564,0.375
719130558,Existing Customer,55,F,2,Uneducated,Married,Less than $40K,Blue,44,5,2,3,1669,1000,669,0.717,4085,69,0.971,0.599
715497558,Attrited Customer,44,F,1,College,Married,Less than $40K,Blue,36,6,3,3,3052,0,3052,0.868,2598,47,0.469,0
713522058,Existing Customer,39,F,0,College,Married,Less than $40K,Blue,30,3,2,3,1978,871,1107,0.636,4299,59,0.844,0.44
719074308,Existing Customer,37,F,3,College,Married,Less than $40K,Blue,27,4,2,0,1438.3,687,751.3,0.778,4621,73,1.147,0.478
711881733,Existing Customer,55,F,1,Graduate,Married,Less than $40K,Blue,46,3,3,3,1606,0,1606,0.855,4548,76,0.652,0
710310108,Existing Customer,46,F,1,Doctorate,Married,Less than $40K,Blue,29,3,3,2,2406,1705,701,0.624,4665,89,0.816,0.709
717252483,Attrited Customer,57,F,2,Graduate,Married,Less than $40K,Blue,41,3,3,3,2796,0,2796,0.729,2196,35,0.75,0
719742108,Attrited Customer,38,F,1,High School,Single,Less than $40K,Blue,26,5,2,4,3554,0,3554,0.782,2372,44,0.63,0
717208833,Attrited Customer,34,F,3,High School,Single,Less than $40K,Blue,21,2,2,2,1576,0,1576,0.789,2703,56,1,0
709022883,Existing Customer,44,F,4,College,Married,Less than $40K,Blue,36,6,3,2,1438.3,0,1438.3,0.651,4257,89,0.648,0
713653983,Existing Customer,39,M,3,Uneducated,Single,$60K - $80K,Blue,26,4,2,1,2973,1136,1837,0.729,4342,87,0.776,0.382
713463708,Attrited Customer,40,F,4,Graduate,Single,Less than $40K,Blue,25,4,2,3,1438.3,0,1438.3,0.628,2493,42,0.5,0
779791908,Existing Customer,47,F,4,Post-Graduate,Single,$40K - $60K,Blue,36,6,3,3,2896,0,2896,0.961,4970,85,0.889,0
789515283,Existing Customer,51,M,3,Graduate,Married,$60K - $80K,Blue,43,6,1,3,2157,1494,663,0.765,4784,69,0.605,0.693
712169883,Existing Customer,43,M,1,College,Married,$60K - $80K,Blue,36,3,3,2,13840,1079,12761,0.947,4190,74,0.805,0.078
708712833,Existing Customer,45,F,5,Graduate,Married,Less than $40K,Blue,36,4,1,2,2289,1037,1252,0.504,4483,72,0.5,0.453
708888633,Attrited Customer,52,M,3,Doctorate,Married,$80K - $120K,Blue,36,2,3,3,3022,895,2127,0.95,2724,38,0.9,0.296
721012983,Existing Customer,46,M,3,Doctorate,Married,$80K - $120K,Blue,38,6,1,2,12935,1417,11518,0.738,3528,61,0.743,0.11
714595983,Attrited Customer,49,F,1,Uneducated,Married,$40K - $60K,Blue,41,4,3,3,1438.3,522,916.3,0.383,2030,37,0.37,0.363
715725858,Existing Customer,43,F,3,Post-Graduate,Single,Less than $40K,Blue,26,6,2,2,2256,1346,910,0.911,4893,76,0.81,0.597
720270633,Attrited Customer,40,F,3,Graduate,Single,Less than $40K,Blue,36,5,3,1,1516,0,1516,0.737,2709,54,0.385,0
709621008,Existing Customer,48,M,5,Post-Graduate,Single,$60K - $80K,Blue,30,6,3,2,5826,1482,4344,0.729,4135,76,0.767,0.254
717181833,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Silver,30,5,2,2,10190,891,9299,0.678,3768,59,0.967,0.087
711288558,Existing Customer,45,F,3,Graduate,Single,Less than $40K,Blue,28,5,2,2,2035,1174,861,0.876,4670,77,0.638,0.577
718653333,Attrited Customer,45,F,2,College,Single,Less than $40K,Blue,33,1,3,3,1833,0,1833,0.549,2037,31,0.292,0
766628733,Existing Customer,56,M,3,Uneducated,Single,$60K - $80K,Blue,49,3,3,3,1623,0,1623,1.058,4965,74,0.805,0
719690733,Existing Customer,47,F,4,High School,Married,Less than $40K,Blue,40,4,2,2,4490,1989,2501,0.604,4346,70,0.795,0.443
770783508,Existing Customer,48,M,3,Graduate,Divorced,$60K - $80K,Blue,34,6,3,2,11062,0,11062,0.761,4084,72,0.8,0
713422083,Attrited Customer,30,F,0,Graduate,Single,Less than $40K,Blue,36,5,3,3,1574,0,1574,0.582,2560,59,0.788,0
718026858,Existing Customer,52,F,2,College,Single,Less than $40K,Blue,36,3,2,2,2370,1490,880,0.63,4751,80,0.86,0.629
716028108,Existing Customer,35,F,2,College,Single,Less than $40K,Blue,18,6,2,0,2658,0,2658,0.891,4667,83,0.93,0
712222758,Attrited Customer,38,F,3,Graduate,Married,Less than $40K,Blue,36,3,2,3,2300,0,2300,0.703,2500,47,0.119,0
718436133,Existing Customer,44,F,2,Graduate,Single,Less than $40K,Blue,36,5,2,3,2368,1244,1124,0.935,4289,71,0.868,0.525
719313633,Existing Customer,53,F,0,High School,Married,$40K - $60K,Blue,36,6,2,3,2883,1936,947,0.861,4244,53,0.656,0.672
713060283,Existing Customer,43,F,5,Graduate,Married,$40K - $60K,Blue,34,5,1,3,7135,1164,5971,1.127,3746,81,1.189,0.163
713070033,Existing Customer,56,F,2,Graduate,Single,Less than $40K,Blue,43,5,3,2,1438.3,787,651.3,0.737,4830,79,0.756,0.547
793625583,Existing Customer,48,F,3,High School,Single,$40K - $60K,Blue,42,6,1,1,3743,2090,1653,0.969,4674,67,0.718,0.558
714308283,Existing Customer,41,M,2,Doctorate,Married,$40K - $60K,Blue,32,5,3,3,6059,1171,4888,0.678,4119,70,0.667,0.193
714086133,Existing Customer,47,F,4,Uneducated,Single,Less than $40K,Blue,36,4,2,3,2577,1450,1127,0.747,4576,83,0.766,0.563
718872858,Existing Customer,43,F,2,High School,Married,Less than $40K,Blue,36,5,1,3,3761,2121,1640,0.694,4476,79,0.927,0.564
718148358,Attrited Customer,50,F,3,High School,Married,Less than $40K,Blue,36,2,3,3,1572,0,1572,0.74,2447,41,0.577,0
715347783,Existing Customer,40,M,4,High School,Married,Less than $40K,Blue,35,3,3,1,4402,1524,2878,0.628,3063,57,0.9,0.346
807915408,Existing Customer,41,F,2,College,Married,$40K - $60K,Blue,36,6,2,3,6602,0,6602,0.743,4479,82,0.822,0
794507133,Attrited Customer,37,F,2,Doctorate,Single,$40K - $60K,Blue,18,4,1,3,1900,0,1900,0.776,2880,46,0.353,0
712569408,Existing Customer,56,F,4,Doctorate,Single,$40K - $60K,Blue,44,4,2,3,3455,1385,2070,0.773,4925,82,0.745,0.401
788805108,Existing Customer,47,M,3,High School,Single,$60K - $80K,Blue,30,5,3,3,18123,1775,16348,0.593,4259,80,0.86,0.098
710150208,Existing Customer,44,F,4,Post-Graduate,Divorced,Less than $40K,Blue,26,4,1,3,2295,1250,1045,0.912,3834,69,0.643,0.545
711825558,Existing Customer,38,M,3,Graduate,Married,$80K - $120K,Blue,19,5,2,2,1518,1115,403,0.705,3595,65,0.857,0.735
719680908,Existing Customer,47,F,0,College,Married,Less than $40K,Blue,27,3,1,3,1776,691,1085,0.878,4878,84,0.826,0.389
801053208,Existing Customer,39,F,3,High School,Married,Less than $40K,Blue,33,3,3,1,1968,1270,698,0.975,4199,84,0.826,0.645
758642733,Existing Customer,48,F,1,Graduate,Single,Less than $40K,Blue,41,5,1,1,1860,1054,806,0.963,5163,73,0.973,0.567
771201408,Existing Customer,53,F,3,Graduate,Divorced,Less than $40K,Blue,40,3,2,3,2684,2126,558,0.69,5299,75,0.875,0.792
789523683,Existing Customer,51,F,2,Graduate,Single,$40K - $60K,Blue,43,3,1,3,2180,1865,315,0.748,4348,77,0.51,0.856
767266758,Attrited Customer,41,F,2,High School,Single,Less than $40K,Blue,34,1,3,4,1661,0,1661,0.786,2473,49,0.75,0
713732883,Existing Customer,38,F,0,Uneducated,Single,Less than $40K,Blue,36,4,1,2,1679,0,1679,0.658,4771,81,0.761,0
720739083,Attrited Customer,36,F,2,Post-Graduate,Married,Less than $40K,Blue,25,5,2,3,1691,0,1691,0.865,2716,63,0.703,0
718010133,Existing Customer,46,F,2,Post-Graduate,Single,Less than $40K,Blue,35,4,2,3,2888,1641,1247,0.976,3703,61,1.179,0.568
771518658,Existing Customer,58,F,1,High School,Married,$40K - $60K,Blue,46,5,3,1,1871,1339,532,0.79,4553,90,0.731,0.716
719334408,Existing Customer,42,F,3,Post-Graduate,Married,Less than $40K,Blue,36,6,3,1,4959,1483,3476,0.902,4286,71,0.614,0.299
717500133,Existing Customer,42,M,4,Uneducated,Single,$80K - $120K,Blue,36,3,2,3,10374,599,9775,0.635,4240,63,0.853,0.058
720988083,Existing Customer,45,F,1,Uneducated,Married,Less than $40K,Blue,35,3,3,2,1438.3,1080,358.3,0.802,4425,79,0.717,0.751
717429258,Attrited Customer,48,F,3,Doctorate,Single,Less than $40K,Blue,39,3,3,4,1644,500,1144,0.784,2450,45,0.406,0.304
717022533,Existing Customer,43,F,2,Post-Graduate,Single,$40K - $60K,Blue,36,4,1,3,2283,0,2283,0.899,4088,66,0.886,0
780055308,Existing Customer,43,F,3,College,Single,Less than $40K,Blue,28,3,1,3,1438.3,0,1438.3,0.83,4482,54,0.636,0
714252933,Existing Customer,52,F,2,College,Divorced,Less than $40K,Blue,45,4,2,3,1438.3,0,1438.3,0.744,4737,80,0.818,0
713336883,Attrited Customer,61,F,0,High School,Single,Less than $40K,Blue,36,4,3,4,1760,0,1760,0.457,2285,46,0.643,0
710815608,Existing Customer,43,M,2,High School,Married,$60K - $80K,Blue,25,3,2,3,2049,1530,519,1.344,4521,70,0.628,0.747
809626983,Attrited Customer,48,F,3,High School,Married,Less than $40K,Blue,43,3,3,3,1670,0,1670,0.707,2790,37,0.321,0
711694083,Existing Customer,59,F,0,Post-Graduate,Single,Less than $40K,Blue,48,4,2,2,3030,1251,1779,0.694,4724,71,0.775,0.413
712258308,Existing Customer,58,F,4,High School,Single,Less than $40K,Blue,39,3,1,3,2755,1483,1272,0.806,4394,75,0.63,0.538
713884458,Existing Customer,51,M,4,High School,Single,$80K - $120K,Blue,37,6,2,2,8783,2142,6641,0.662,4425,83,0.766,0.244
716160708,Existing Customer,64,M,1,Graduate,Single,Less than $40K,Blue,36,4,3,1,1861,1677,184,0.742,5225,94,0.679,0.901
772728933,Attrited Customer,50,M,2,High School,Married,$120K +,Blue,40,6,4,3,13709,813,12896,0.65,2511,40,0.6,0.059
712117983,Existing Customer,49,M,4,Graduate,Married,$80K - $120K,Blue,39,6,3,2,17285,1853,15432,0.882,4787,60,0.714,0.107
788694558,Existing Customer,53,F,3,Uneducated,Single,Less than $40K,Blue,40,5,2,3,1438.3,661,777.3,0.573,4463,87,0.812,0.46
709275558,Existing Customer,54,M,2,Graduate,Single,$60K - $80K,Blue,44,6,3,2,7866,0,7866,0.76,4238,55,0.719,0
711216933,Existing Customer,42,F,1,High School,Married,Less than $40K,Blue,36,4,3,1,2190,1299,891,0.938,5026,77,0.711,0.593
717069033,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,30,4,1,3,4829,1153,3676,0.534,4778,65,0.97,0.239
714992733,Existing Customer,46,M,3,Graduate,Divorced,$80K - $120K,Blue,36,5,1,1,3210,2081,1129,0.615,3962,62,0.938,0.648
809445858,Existing Customer,38,F,0,Graduate,Single,Less than $40K,Blue,32,6,3,3,1755,750,1005,0.659,5000,79,0.837,0.427
708859158,Existing Customer,47,F,4,Graduate,Single,$40K - $60K,Blue,37,4,1,1,1438.3,703,735.3,0.865,4341,80,0.951,0.489
714667608,Existing Customer,47,M,5,Post-Graduate,Married,$40K - $60K,Blue,36,4,3,2,6043,0,6043,0.627,4256,78,0.529,0
714475908,Attrited Customer,43,M,2,Uneducated,Single,$60K - $80K,Blue,35,5,3,2,6348,0,6348,0.4,1732,39,0.393,0
713656308,Existing Customer,56,F,0,High School,Married,Less than $40K,Blue,48,3,3,1,1438.3,0,1438.3,0.618,4210,75,0.5,0
716790633,Attrited Customer,43,M,3,Graduate,Married,$60K - $80K,Blue,36,4,2,3,17239,0,17239,0.393,1789,38,0.357,0
713017758,Existing Customer,47,F,1,Uneducated,Single,Less than $40K,Blue,32,6,2,2,1636,1135,501,0.754,5056,85,0.809,0.694
780032208,Attrited Customer,44,M,3,Graduate,Married,$60K - $80K,Blue,34,5,3,3,14201,0,14201,0.574,2223,47,0.679,0
711676008,Existing Customer,52,F,1,Graduate,Single,Less than $40K,Blue,44,5,2,2,2019,991,1028,0.799,3603,59,0.967,0.491
711772983,Existing Customer,43,M,2,High School,Single,$60K - $80K,Blue,35,5,2,2,1849,1293,556,0.835,4678,71,0.972,0.699
802937058,Existing Customer,53,M,1,Graduate,Married,$80K - $120K,Blue,47,3,3,1,2540,1859,681,0.768,4480,80,0.702,0.732
718808883,Existing Customer,55,F,2,Graduate,Single,Less than $40K,Silver,47,3,3,1,13565,0,13565,0.56,3705,69,0.917,0
719685408,Attrited Customer,40,M,2,Uneducated,Married,$60K - $80K,Blue,29,3,2,2,6332,318,6014,0.783,2505,43,0.536,0.05
708829758,Existing Customer,41,M,2,High School,Married,$60K - $80K,Blue,36,4,3,2,6062,761,5301,0.307,3877,66,0.375,0.126
710792733,Existing Customer,47,F,3,Post-Graduate,Married,Less than $40K,Blue,29,4,2,2,2897,638,2259,1.041,4491,75,0.786,0.22
716838633,Existing Customer,46,M,4,High School,Single,$60K - $80K,Blue,36,4,5,0,13407,1341,12066,0.928,4869,84,0.615,0.1
710284233,Attrited Customer,33,M,4,Uneducated,Married,$80K - $120K,Blue,36,5,3,4,1438.3,0,1438.3,0.98,2439,43,0.72,0
752944533,Existing Customer,45,F,5,High School,Married,Less than $40K,Blue,34,4,1,2,2030,1269,761,0.646,5067,88,0.725,0.625
713312208,Attrited Customer,53,M,1,High School,Married,$40K - $60K,Blue,43,1,2,3,3146,0,3146,0.414,1868,38,0.31,0
804045933,Existing Customer,36,M,0,Graduate,Married,$80K - $120K,Blue,30,5,3,2,5302,2414,2888,0.779,4284,74,0.682,0.455
713432508,Existing Customer,42,F,3,Post-Graduate,Married,Less than $40K,Blue,36,4,3,2,4328,1749,2579,0.806,4593,72,1,0.404
799475658,Existing Customer,51,F,3,Uneducated,Married,Less than $40K,Blue,45,3,3,3,2238,1300,938,1.071,4508,79,0.756,0.581
719849958,Existing Customer,44,F,4,Graduate,Single,Less than $40K,Blue,36,4,3,3,2658,1884,774,0.627,4779,83,0.93,0.709
715803933,Existing Customer,47,M,1,Post-Graduate,Single,$60K - $80K,Blue,36,4,2,2,9090,1371,7719,0.64,4422,65,0.585,0.151
708281433,Existing Customer,57,F,2,Graduate,Married,Less than $40K,Blue,36,5,1,3,1438.3,0,1438.3,0.565,3848,75,0.705,0
779844408,Attrited Customer,43,F,1,Post-Graduate,Married,Less than $40K,Blue,27,4,3,3,1438.3,0,1438.3,0.481,2137,40,0.333,0
713964858,Existing Customer,51,M,2,Graduate,Divorced,$120K +,Blue,41,4,2,3,2792,887,1905,0.793,4074,81,0.8,0.318
717545808,Existing Customer,44,F,4,Post-Graduate,Single,Less than $40K,Blue,32,3,1,2,2900,1987,913,0.667,4549,70,0.75,0.685
771232533,Existing Customer,46,F,2,Graduate,Married,Less than $40K,Blue,33,3,3,3,2267,1283,984,0.761,4249,81,0.8,0.566
710883483,Existing Customer,52,F,1,Graduate,Married,$40K - $60K,Blue,34,3,3,3,4189,2066,2123,0.686,4661,85,0.735,0.493
801715383,Attrited Customer,45,M,4,Graduate,Married,$60K - $80K,Blue,39,6,3,2,12890,0,12890,0.576,2216,51,0.545,0
716310633,Existing Customer,59,F,1,Post-Graduate,Single,Less than $40K,Blue,36,6,2,2,2759,2481,278,0.588,5037,84,0.68,0.899
714188883,Attrited Customer,46,F,5,Doctorate,Single,Less than $40K,Blue,37,3,2,2,1787,0,1787,0.654,2345,36,0.286,0
772437633,Existing Customer,43,M,3,Graduate,Single,$60K - $80K,Blue,33,4,2,3,6854,0,6854,0.703,4578,72,0.756,0
708536283,Attrited Customer,35,M,1,Doctorate,Single,$80K - $120K,Blue,27,3,2,2,2904,2517,387,0.624,2653,46,0.586,0.867
772569033,Existing Customer,44,M,0,High School,Divorced,$80K - $120K,Blue,34,5,2,2,5293,1236,4057,0.848,4572,90,0.8,0.234
714443883,Existing Customer,57,F,3,Graduate,Married,Less than $40K,Blue,49,4,2,1,1781,0,1781,0.57,4593,81,0.8,0
788440083,Existing Customer,55,M,2,Uneducated,Single,$60K - $80K,Silver,48,5,3,3,34516,1384,33132,0.625,3807,82,0.864,0.04
709307808,Attrited Customer,59,F,2,High School,Married,$40K - $60K,Blue,36,3,3,3,4375,0,4375,0.621,2507,53,0.472,0
715701033,Attrited Customer,43,M,2,Graduate,Married,$80K - $120K,Blue,33,5,3,3,2111,1761,350,0.753,2112,46,0.769,0.834
718478883,Existing Customer,55,F,2,College,Single,Less than $40K,Blue,36,4,1,3,3123,0,3123,0.513,4424,81,0.723,0
788734158,Existing Customer,42,M,4,Graduate,Married,$40K - $60K,Blue,19,5,3,2,8374,0,8374,0.885,4493,59,1.034,0
794490858,Existing Customer,48,F,1,High School,Married,$40K - $60K,Silver,28,3,1,2,15713,1387,14326,0.904,4775,61,0.605,0.088
718826883,Attrited Customer,50,M,3,Uneducated,Single,$80K - $120K,Blue,36,6,3,2,6925,0,6925,0.821,2506,36,0.44,0
778671483,Existing Customer,33,F,3,Uneducated,Single,Less than $40K,Blue,13,5,3,3,1630,1008,622,0.695,4143,67,0.595,0.618
815504583,Attrited Customer,48,F,4,Graduate,Single,$40K - $60K,Blue,43,3,2,4,1538,0,1538,0.684,2275,43,0.483,0
789319458,Existing Customer,48,M,5,Uneducated,Single,$60K - $80K,Blue,38,6,2,3,22639,1481,21158,0.703,4219,65,0.477,0.065
710382108,Existing Customer,39,F,3,Post-Graduate,Married,Less than $40K,Blue,19,5,1,2,2452,2423,29,0.778,4204,63,0.8,0.988
709891608,Attrited Customer,41,M,2,High School,Married,$120K +,Blue,24,5,2,3,9924,0,9924,0.517,1949,43,0.483,0
717136533,Existing Customer,37,F,2,Uneducated,Single,Less than $40K,Blue,26,4,2,2,2586,835,1751,0.721,4883,73,0.825,0.323
709009833,Existing Customer,54,M,3,Graduate,Married,$40K - $60K,Blue,44,3,3,3,1655,0,1655,0.766,4621,67,0.675,0
720054183,Existing Customer,41,F,2,Graduate,Single,$40K - $60K,Blue,25,4,2,2,2768,2228,540,0.864,5112,86,0.87,0.805
801508383,Existing Customer,48,M,2,Graduate,Married,$80K - $120K,Blue,42,6,3,2,25658,1721,23937,0.592,4498,85,0.635,0.067
711949683,Attrited Customer,55,F,2,College,Divorced,$40K - $60K,Blue,36,6,2,3,4410,2517,1893,0.53,1883,44,0.63,0.571
720064158,Existing Customer,51,F,3,Post-Graduate,Married,Less than $40K,Blue,36,4,2,3,1438.3,0,1438.3,0.709,4323,70,0.667,0
719524383,Existing Customer,35,F,3,Graduate,Single,$40K - $60K,Blue,22,3,1,3,2441,1670,771,0.697,4105,73,0.553,0.684
713804883,Attrited Customer,46,F,4,Post-Graduate,Single,Less than $40K,Blue,37,3,2,2,1836,0,1836,0.323,1799,28,0.167,0
710359458,Existing Customer,50,F,1,Graduate,Married,$40K - $60K,Blue,36,5,1,3,2560,1807,753,0.995,4456,70,0.522,0.706
716311683,Existing Customer,43,M,4,College,Married,$80K - $120K,Blue,36,4,1,2,32733,1448,31285,0.655,3452,54,0.862,0.044
753795633,Attrited Customer,48,F,2,Uneducated,Married,Less than $40K,Blue,41,5,3,2,2964,2517,447,0.699,2327,38,0.81,0.849
820657083,Existing Customer,53,M,4,College,Single,$80K - $120K,Silver,48,5,1,2,34516,800,33716,0.804,3819,72,0.6,0.023
716901858,Existing Customer,49,M,4,Doctorate,Married,$40K - $60K,Blue,39,5,1,2,1438.3,0,1438.3,0.562,3691,77,0.51,0
756571983,Existing Customer,45,F,3,High School,Single,Less than $40K,Blue,36,6,2,3,2020,1103,917,0.942,4951,85,0.932,0.546
720771933,Existing Customer,49,F,3,Post-Graduate,Married,$40K - $60K,Blue,36,5,2,1,1994,0,1994,0.829,4434,69,0.568,0
748827033,Existing Customer,44,M,3,Graduate,Divorced,$60K - $80K,Blue,37,5,2,3,3290,0,3290,0.841,4780,84,0.615,0
712591983,Existing Customer,52,F,5,Graduate,Single,$40K - $60K,Blue,41,4,2,3,3035,1960,1075,0.566,4104,79,0.927,0.646
712181658,Existing Customer,37,F,2,Graduate,Single,$40K - $60K,Blue,36,4,3,1,2407,1552,855,0.62,4983,86,0.755,0.645
712297683,Attrited Customer,47,F,3,College,Married,Less than $40K,Blue,35,6,3,2,1781,0,1781,0.693,2196,35,0.75,0
714684933,Attrited Customer,40,F,1,Uneducated,Married,Less than $40K,Blue,28,5,2,3,3680,0,3680,0.729,2725,41,0.577,0
772310958,Existing Customer,42,F,2,Graduate,Married,Less than $40K,Blue,31,4,6,3,4311,822,3489,0.722,4965,94,0.541,0.191
715343883,Existing Customer,42,F,3,High School,Single,Less than $40K,Blue,32,5,3,3,1931,1297,634,1.037,4693,66,0.833,0.672
720470133,Existing Customer,59,M,0,Graduate,Single,Less than $40K,Blue,36,5,3,3,3604,1483,2121,0.597,4576,87,0.706,0.411
710420133,Existing Customer,47,F,2,Graduate,Married,Less than $40K,Blue,34,6,2,2,2190,0,2190,0.63,4416,68,0.581,0
716304483,Existing Customer,46,F,3,High School,Married,$40K - $60K,Blue,36,3,2,3,3413,2372,1041,0.7,5029,86,0.792,0.695
710515308,Existing Customer,42,F,1,Graduate,Single,Less than $40K,Blue,36,4,3,1,3595,1904,1691,0.891,5025,84,0.647,0.53
797241108,Existing Customer,47,M,1,Graduate,Married,$120K +,Blue,41,5,3,3,9036,1080,7956,0.742,4500,83,0.66,0.12
708884658,Existing Customer,48,F,2,Graduate,Married,Less than $40K,Blue,31,5,1,1,2315,1565,750,0.873,4828,90,0.8,0.676
794475483,Existing Customer,44,M,4,Uneducated,Married,$80K - $120K,Silver,27,4,3,2,34516,1043,33473,0.69,4654,59,0.639,0.03
714315858,Existing Customer,56,F,3,High School,Married,Less than $40K,Blue,37,6,1,3,4008,1650,2358,1,5429,71,0.732,0.412
717217983,Existing Customer,43,F,3,Graduate,Married,Less than $40K,Blue,30,6,2,3,3143,2517,626,0.959,5409,79,0.881,0.801
721124658,Attrited Customer,40,M,3,Uneducated,Single,$80K - $120K,Blue,27,4,2,3,3427,0,3427,0.5,2625,63,0.5,0
716753058,Existing Customer,38,F,3,Graduate,Single,Less than $40K,Blue,28,6,2,2,2699,564,2135,0.683,4813,78,0.814,0.209
711069483,Existing Customer,40,F,2,Graduate,Single,Less than $40K,Blue,36,6,2,2,1538,0,1538,0.706,4884,79,0.881,0
708478233,Existing Customer,48,F,3,Graduate,Married,$40K - $60K,Blue,36,4,2,2,5573,1238,4335,0.624,4348,90,0.837,0.222
720815208,Attrited Customer,52,M,0,High School,Single,$120K +,Blue,39,5,3,3,34516,216,34300,0.556,2395,47,0.306,0.006
715061733,Existing Customer,42,M,3,College,Single,$60K - $80K,Blue,36,4,1,3,11698,1060,10638,1.282,3539,81,0.929,0.091
720520308,Attrited Customer,46,F,4,Graduate,Married,Less than $40K,Blue,28,4,2,3,8318,2517,5801,0.69,2427,52,0.625,0.303
715030308,Existing Customer,42,M,4,Graduate,Married,$40K - $60K,Blue,27,5,1,2,1503,929,574,0.892,4680,67,0.971,0.618
789479058,Existing Customer,45,F,4,College,Divorced,$40K - $60K,Blue,37,5,3,3,1438.3,0,1438.3,0.835,4459,66,0.833,0
784998108,Existing Customer,33,M,3,High School,Married,$80K - $120K,Blue,22,5,3,2,9094,0,9094,0.631,4203,76,0.727,0
711808383,Existing Customer,50,M,3,Graduate,Divorced,$60K - $80K,Blue,39,5,1,3,6362,1709,4653,1.016,4476,85,0.735,0.269
714250908,Attrited Customer,53,F,2,Graduate,Married,Less than $40K,Blue,47,3,4,2,2927,2517,410,0.419,2231,60,0.875,0.86
739317558,Existing Customer,48,M,5,Graduate,Married,$80K - $120K,Blue,35,4,3,3,9030,2369,6661,0.662,4899,84,0.867,0.262
719384433,Attrited Customer,44,F,3,High School,Divorced,Less than $40K,Blue,28,5,2,3,1877,1203,674,0.654,2581,57,0.781,0.641
787301208,Existing Customer,52,M,2,Uneducated,Divorced,$40K - $60K,Blue,46,5,1,1,1438.3,0,1438.3,0.706,3763,74,0.85,0
721316358,Existing Customer,41,M,3,High School,Married,$60K - $80K,Blue,28,5,1,1,9577,632,8945,0.379,4086,62,0.771,0.066
716118633,Existing Customer,43,M,2,Post-Graduate,Divorced,$60K - $80K,Blue,36,6,1,1,5427,2177,3250,0.824,4328,73,0.622,0.401
789880533,Attrited Customer,46,F,4,Graduate,Single,$40K - $60K,Blue,36,5,3,4,5913,1651,4262,0.79,2404,39,0.56,0.279
711221958,Attrited Customer,43,F,3,Graduate,Single,$40K - $60K,Blue,26,3,2,2,2867,0,2867,0.703,2646,41,0.464,0
715510683,Existing Customer,40,F,1,High School,Single,Less than $40K,Blue,29,3,2,2,2506,1362,1144,0.844,4665,82,0.745,0.543
718689258,Existing Customer,39,F,2,Doctorate,Married,$40K - $60K,Blue,29,5,2,3,1693,1101,592,0.778,4203,87,0.851,0.65
712092783,Attrited Customer,47,F,3,Doctorate,Single,Less than $40K,Blue,40,6,2,3,2437,0,2437,0.664,2027,42,0.448,0
789541458,Existing Customer,35,F,1,High School,Married,Less than $40K,Blue,28,6,0,2,1438.3,977,461.3,1.189,4840,85,1.073,0.679
719539458,Existing Customer,46,F,3,Graduate,Single,Less than $40K,Blue,41,5,3,3,3913,0,3913,0.722,5170,93,0.86,0
713082708,Existing Customer,41,F,2,High School,Married,Less than $40K,Blue,36,6,2,2,4953,991,3962,0.342,4183,67,0.489,0.2
794665608,Existing Customer,48,F,3,Graduate,Single,$40K - $60K,Blue,33,4,2,3,5724,582,5142,0.817,4510,59,0.903,0.102
712827258,Existing Customer,37,M,3,Uneducated,Married,$40K - $60K,Blue,25,5,0,3,1438.3,0,1438.3,1.023,5046,77,0.925,0
708726708,Attrited Customer,42,F,3,Graduate,Single,$40K - $60K,Blue,36,6,2,3,1451,599,852,0.752,2192,35,0.458,0.413
712767858,Attrited Customer,42,F,0,College,Single,$40K - $60K,Blue,30,5,2,3,1438.3,1223,215.3,0.491,2181,43,0.593,0.85
711461658,Existing Customer,47,M,1,High School,Married,$40K - $60K,Blue,29,5,3,2,3291,1197,2094,0.672,3228,82,0.708,0.364
710074458,Existing Customer,41,F,5,High School,Divorced,Less than $40K,Blue,34,3,1,3,2137,996,1141,0.625,4290,90,0.875,0.466
779279883,Attrited Customer,60,F,2,High School,Married,Less than $40K,Blue,42,3,3,2,1438.3,0,1438.3,0.061,1628,42,0.077,0
710319108,Existing Customer,54,F,2,High School,Married,Less than $40K,Blue,47,4,2,3,1804,1298,506,0.758,4542,73,0.921,0.72
769974258,Existing Customer,44,M,3,Post-Graduate,Single,$80K - $120K,Blue,38,5,2,3,19724,0,19724,0.644,3830,82,0.673,0
717819633,Existing Customer,49,F,3,Uneducated,Married,Less than $40K,Blue,42,6,1,2,3949,1463,2486,1.072,4124,57,0.839,0.37
712953483,Attrited Customer,64,F,0,Graduate,Single,Less than $40K,Blue,36,1,3,4,1682,0,1682,0.75,1811,39,0.5,0
779029458,Attrited Customer,54,F,1,Post-Graduate,Single,Less than $40K,Blue,35,4,3,3,1724,0,1724,0.67,2725,47,0.424,0
721321383,Existing Customer,50,F,3,Doctorate,Married,Less than $40K,Blue,41,3,3,2,2372,1148,1224,0.872,4418,80,0.818,0.484
716973333,Existing Customer,40,M,3,Uneducated,Married,$120K +,Blue,28,3,3,2,4642,1676,2966,0.615,5080,76,0.81,0.361
709946658,Existing Customer,49,F,4,College,Single,$40K - $60K,Blue,30,5,3,3,2765,1211,1554,0.736,4629,58,0.706,0.438
709999308,Existing Customer,51,M,3,Uneducated,Married,$80K - $120K,Blue,40,3,2,2,3150,0,3150,0.75,3477,78,0.857,0
712389108,Existing Customer,43,F,2,Graduate,Married,Less than $40K,Blue,36,6,3,2,2570,2107,463,0.651,4058,83,0.766,0.82
712305333,Existing Customer,59,M,0,Graduate,Single,$60K - $80K,Blue,53,4,2,2,4386,2505,1881,0.806,4064,65,0.806,0.571
812785158,Existing Customer,42,M,4,Uneducated,Married,Less than $40K,Blue,37,4,3,2,2411,1797,614,0.607,4331,63,0.5,0.745
765459858,Attrited Customer,47,M,3,Graduate,Divorced,Less than $40K,Blue,40,4,4,3,6397,0,6397,0.632,2511,56,0.556,0
711296508,Existing Customer,49,F,3,Graduate,Single,Less than $40K,Blue,42,5,2,3,2608,2455,153,0.886,4776,85,0.889,0.941
795713058,Existing Customer,45,M,3,Post-Graduate,Married,$40K - $60K,Blue,39,3,1,2,4409,1753,2656,0.55,4292,76,0.652,0.398
789487308,Existing Customer,48,M,2,Doctorate,Single,$60K - $80K,Blue,39,3,2,2,10033,0,10033,0.644,4106,78,0.902,0
720130233,Attrited Customer,48,M,2,High School,Single,$60K - $80K,Blue,36,4,3,1,1641,0,1641,0.791,2536,45,0.364,0
789047208,Existing Customer,57,F,2,High School,Single,Less than $40K,Blue,45,4,1,3,2454,1610,844,1.036,4983,79,0.795,0.656
715864983,Existing Customer,56,F,2,High School,Married,Less than $40K,Blue,43,5,2,2,1978,0,1978,0.641,4870,83,0.844,0
708765933,Existing Customer,46,M,2,Post-Graduate,Married,$60K - $80K,Blue,36,3,2,2,5464,887,4577,0.554,4866,81,0.62,0.162
809320908,Existing Customer,42,M,3,High School,Single,$60K - $80K,Blue,37,3,3,3,5951,0,5951,0.742,4160,84,0.867,0
779324358,Existing Customer,49,F,2,Uneducated,Single,Less than $40K,Blue,31,6,1,3,2381,1603,778,0.687,4013,79,0.756,0.673
713730108,Existing Customer,48,M,4,Post-Graduate,Divorced,$60K - $80K,Blue,38,3,2,2,11596,1258,10338,0.426,4686,67,0.675,0.108
711783483,Existing Customer,55,F,3,Post-Graduate,Single,$40K - $60K,Blue,46,4,3,2,5162,984,4178,0.842,3562,72,0.895,0.191
718279008,Attrited Customer,44,M,3,High School,Single,$60K - $80K,Silver,36,5,2,3,25276,0,25276,0.849,2282,38,0.583,0
721238508,Existing Customer,38,F,3,High School,Single,Less than $40K,Blue,26,3,3,3,1939,1484,455,0.576,4790,77,0.75,0.765
709365483,Existing Customer,45,F,2,Doctorate,Divorced,$40K - $60K,Blue,36,5,3,3,2788,1826,962,0.521,4437,67,0.595,0.655
718477983,Existing Customer,54,F,3,High School,Married,Less than $40K,Blue,42,4,2,3,1438.3,1108,330.3,0.782,4776,90,0.765,0.77
814091058,Attrited Customer,38,F,1,College,Single,Less than $40K,Blue,33,6,2,3,3119,2517,602,0.722,2492,50,0.515,0.807
710555433,Attrited Customer,42,F,4,Graduate,Single,Less than $40K,Blue,36,6,2,2,2803,0,2803,0.623,2216,40,0.6,0
715984908,Existing Customer,52,M,2,Graduate,Married,$80K - $120K,Blue,36,4,3,2,2866,1882,984,0.803,4850,84,0.826,0.657
788769783,Existing Customer,42,F,4,College,Divorced,Less than $40K,Blue,23,6,1,3,1878,1024,854,0.76,4707,74,0.897,0.545
715496808,Existing Customer,53,F,1,Graduate,Married,$40K - $60K,Blue,36,6,3,3,2712,2487,225,0.571,4159,69,0.683,0.917
779931783,Attrited Customer,52,M,2,High School,Single,$120K +,Blue,38,6,3,3,34516,0,34516,0.639,2213,47,0.382,0
818763033,Existing Customer,34,F,3,Graduate,Married,$40K - $60K,Blue,29,6,1,1,6169,2517,3652,1.117,4794,71,0.69,0.408
711953358,Existing Customer,51,M,2,Graduate,Married,$80K - $120K,Blue,35,4,2,2,6205,2264,3941,0.773,4605,88,0.725,0.365
716432658,Existing Customer,48,F,3,High School,Married,Less than $40K,Blue,36,5,2,1,1438.3,0,1438.3,0.646,4490,65,0.625,0
712691883,Attrited Customer,41,F,2,High School,Married,Less than $40K,Blue,36,3,2,2,2811,2404,407,0.491,2245,41,0.464,0.855
709759908,Existing Customer,46,M,2,Graduate,Married,$60K - $80K,Blue,36,4,2,2,1939,685,1254,0.421,4327,84,0.68,0.353
788667408,Existing Customer,50,F,2,High School,Married,Less than $40K,Blue,21,6,1,1,2965,1819,1146,0.796,4475,66,0.692,0.613
714655758,Existing Customer,62,M,0,Graduate,Divorced,$40K - $60K,Blue,36,6,3,2,4049,0,4049,0.567,4003,73,0.659,0
711846183,Attrited Customer,38,F,3,Graduate,Single,$40K - $60K,Blue,26,3,2,3,2669,0,2669,0.67,2271,31,0.722,0
720612333,Attrited Customer,44,F,3,College,Single,Less than $40K,Blue,28,6,2,2,1951,0,1951,0.772,2697,45,0.731,0
714673833,Existing Customer,59,F,1,Graduate,Single,$40K - $60K,Blue,36,3,3,1,1528,0,1528,0.669,4411,77,0.833,0
710525508,Attrited Customer,48,F,2,High School,Married,Less than $40K,Blue,36,6,3,3,1438.3,455,983.3,0.626,2090,50,0.562,0.316
714319233,Attrited Customer,44,M,5,Graduate,Divorced,$60K - $80K,Blue,36,3,3,6,6538,0,6538,0.556,2132,33,0.571,0
708886533,Existing Customer,50,M,1,Graduate,Single,$120K +,Blue,41,4,1,3,13032,1701,11331,0.904,4348,77,0.878,0.131
716239383,Existing Customer,45,F,4,High School,Married,Less than $40K,Blue,36,5,2,2,2225,0,2225,0.611,4138,85,0.771,0
714672933,Existing Customer,52,F,3,Graduate,Married,$40K - $60K,Blue,36,6,4,2,3143,2268,875,0.801,4417,84,0.68,0.722
809954133,Existing Customer,49,M,2,Uneducated,Married,$60K - $80K,Blue,44,6,1,3,5013,0,5013,0.822,5223,84,0.909,0
714855108,Existing Customer,60,F,0,High School,Married,Less than $40K,Blue,50,6,0,1,3466,973,2493,0.652,4073,69,0.605,0.281
718730283,Existing Customer,38,F,2,Graduate,Married,Less than $40K,Blue,18,5,3,3,1686,1206,480,0.767,4891,68,0.511,0.715
804428958,Existing Customer,47,M,1,Graduate,Married,$40K - $60K,Blue,42,3,2,1,1626,0,1626,0.783,4847,78,1.053,0
711474333,Attrited Customer,57,F,2,Uneducated,Single,Less than $40K,Blue,51,3,5,2,1614,0,1614,0.241,1690,38,0.357,0
714527433,Attrited Customer,39,M,4,Graduate,Married,$80K - $120K,Blue,30,5,2,2,17523,0,17523,0.424,1974,54,0.688,0
789267633,Existing Customer,54,F,2,College,Married,Less than $40K,Blue,43,3,4,1,2573,1760,813,0.676,4404,93,0.824,0.684
714523383,Existing Customer,43,F,3,Graduate,Single,$40K - $60K,Blue,33,3,2,2,2900,2122,778,0.631,4656,59,1.458,0.732
713996283,Existing Customer,32,F,2,Post-Graduate,Single,Less than $40K,Blue,36,4,5,1,2352,2176,176,0.857,5209,93,0.755,0.925
714557583,Existing Customer,58,F,2,College,Single,Less than $40K,Blue,36,6,4,0,2212,1902,310,0.691,4976,79,0.975,0.86
714014733,Attrited Customer,33,M,2,College,Single,$80K - $120K,Blue,36,4,3,2,9642,1431,8211,0.561,2172,33,0.571,0.148
779065458,Existing Customer,56,M,1,High School,Married,$120K +,Blue,37,4,1,3,9257,0,9257,0.722,4212,72,0.895,0
778801608,Existing Customer,50,M,2,College,Married,$80K - $120K,Blue,39,6,4,2,3606,1862,1744,0.689,3568,92,0.804,0.516
720728133,Existing Customer,44,M,4,Uneducated,Single,$40K - $60K,Blue,33,4,3,3,1714,0,1714,0.849,4180,71,0.919,0
718153233,Existing Customer,46,M,3,Uneducated,Married,$80K - $120K,Blue,36,3,2,2,23512,1562,21950,0.632,3764,60,0.538,0.066
714960408,Attrited Customer,44,F,3,College,Single,Less than $40K,Blue,34,4,3,1,1605,890,715,0.742,2722,45,0.5,0.555
772382283,Attrited Customer,46,F,3,Graduate,Married,Less than $40K,Blue,36,3,3,3,2302,1593,709,0.671,2689,49,0.324,0.692
817236708,Existing Customer,42,M,3,Uneducated,Married,$60K - $80K,Blue,25,6,2,3,13546,1720,11826,0.538,3943,73,0.698,0.127
792795933,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,30,5,6,2,2669,2397,272,0.807,3847,65,0.585,0.898
804337233,Existing Customer,45,F,4,High School,Single,Less than $40K,Blue,35,3,2,2,1502,0,1502,0.739,4890,61,0.794,0
806140383,Attrited Customer,59,M,2,High School,Single,$80K - $120K,Blue,54,3,2,2,2791,2396,395,0.889,2658,43,0.344,0.858
719556558,Existing Customer,46,M,2,Doctorate,Married,$120K +,Blue,34,6,3,1,3499,1759,1740,0.635,3972,67,0.558,0.503
771455508,Existing Customer,60,F,0,College,Single,Less than $40K,Blue,48,5,1,3,1438.3,0,1438.3,0.653,4104,83,0.729,0
712214283,Existing Customer,40,M,2,Graduate,Married,$120K +,Blue,28,6,3,3,18295,0,18295,0.625,4827,70,0.75,0
712667058,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,29,4,1,3,1568,995,573,0.908,4531,76,0.81,0.635
715393908,Existing Customer,57,F,2,Post-Graduate,Married,Less than $40K,Blue,36,3,0,1,2712,1445,1267,0.819,4520,79,0.881,0.533
751518633,Attrited Customer,48,M,5,Post-Graduate,Single,$120K +,Silver,41,5,3,1,34516,2517,31999,0.553,2260,50,0.786,0.073
769100508,Existing Customer,55,F,5,High School,Single,Less than $40K,Blue,49,6,2,1,2177,1472,705,0.787,5228,77,0.674,0.676
720582558,Existing Customer,44,F,2,Uneducated,Married,Less than $40K,Blue,34,3,3,1,2296,0,2296,0.749,5108,87,0.74,0
710773533,Existing Customer,43,F,3,Post-Graduate,Married,Less than $40K,Blue,35,5,3,3,2435,1595,840,0.691,5268,88,0.66,0.655
712395408,Attrited Customer,51,F,3,Graduate,Divorced,Less than $40K,Blue,41,5,3,3,1495,691,804,0.705,2552,42,0.556,0.462
818459733,Attrited Customer,41,M,3,Doctorate,Single,$120K +,Blue,26,3,2,2,9220,0,9220,0.733,2276,32,0.6,0
708867408,Attrited Customer,52,M,2,High School,Married,$60K - $80K,Blue,40,3,4,2,23128,1958,21170,0.604,2050,35,0.667,0.085
772457583,Existing Customer,47,F,2,Doctorate,Single,Less than $40K,Blue,37,3,0,1,4254,1204,3050,0.538,5385,93,0.691,0.283
712649058,Existing Customer,54,F,2,Uneducated,Single,Less than $40K,Blue,36,3,2,2,3554,0,3554,0.929,4121,82,0.783,0
788737083,Existing Customer,34,F,2,High School,Married,Less than $40K,Blue,13,6,2,2,1798,833,965,0.882,4551,84,0.787,0.463
714012258,Existing Customer,44,F,2,College,Single,Less than $40K,Blue,34,3,2,1,2429,1687,742,0.766,4122,74,0.85,0.695
757662258,Existing Customer,46,F,4,Graduate,Divorced,$40K - $60K,Blue,39,3,1,1,2477,1480,997,0.826,5138,77,0.974,0.597
720067083,Existing Customer,30,F,0,High School,Single,Less than $40K,Blue,36,5,1,1,1536,801,735,0.944,3904,74,0.897,0.521
712138008,Existing Customer,52,F,2,Graduate,Married,$40K - $60K,Blue,36,5,3,1,2396,1663,733,0.645,4569,70,0.667,0.694
709279608,Existing Customer,45,M,4,High School,Married,$80K - $120K,Blue,35,5,2,3,9852,2277,7575,0.831,3813,71,0.614,0.231
788771733,Existing Customer,49,M,4,High School,Single,$60K - $80K,Blue,30,5,3,3,1579,900,679,0.592,4354,70,0.707,0.57
770717883,Existing Customer,42,F,2,College,Married,$40K - $60K,Blue,28,6,2,1,1820,0,1820,0.658,4592,67,0.811,0
711004533,Existing Customer,44,F,2,Graduate,Single,Less than $40K,Blue,26,6,3,1,2240,1664,576,0.691,4399,80,0.6,0.743
709482633,Existing Customer,43,F,4,Uneducated,Married,$40K - $60K,Blue,31,4,1,3,1773,882,891,0.68,5400,84,0.615,0.497
717381183,Existing Customer,27,F,0,Graduate,Married,Less than $40K,Blue,36,3,2,2,1674,752,922,0.963,4513,57,0.966,0.449
780567408,Existing Customer,47,F,3,Graduate,Divorced,Less than $40K,Blue,38,5,1,2,3027,1671,1356,0.934,3912,77,0.925,0.552
778810083,Existing Customer,45,F,3,Graduate,Single,Less than $40K,Blue,35,4,3,3,4210,0,4210,1.027,4175,58,0.933,0
778696608,Existing Customer,46,M,3,Graduate,Divorced,$40K - $60K,Blue,27,5,2,3,10931,2297,8634,0.639,4802,73,0.872,0.21
771469758,Existing Customer,55,M,3,Graduate,Single,$120K +,Blue,43,5,1,3,34516,0,34516,0.813,4131,66,0.61,0
714172158,Existing Customer,51,F,0,Doctorate,Single,$40K - $60K,Blue,36,3,2,1,2637,1009,1628,0.574,4525,83,0.729,0.383
713713983,Existing Customer,42,F,4,Graduate,Single,Less than $40K,Blue,33,4,2,2,2899,1952,947,0.667,4906,94,0.679,0.673
709597983,Existing Customer,65,M,0,Doctorate,Divorced,Less than $40K,Blue,56,6,1,3,1573,653,920,0.71,3349,77,0.674,0.415
708298233,Attrited Customer,49,F,3,Graduate,Married,Less than $40K,Blue,37,4,2,1,6184,0,6184,0.476,1756,49,0.324,0
779885358,Existing Customer,51,M,0,College,Married,$120K +,Silver,35,5,1,2,34516,2332,32184,0.8,4587,82,0.745,0.068
798280683,Existing Customer,37,M,3,Post-Graduate,Single,$80K - $120K,Blue,31,6,3,3,2626,1736,890,0.786,4714,93,0.788,0.661
715265208,Existing Customer,48,F,1,High School,Single,Less than $40K,Blue,36,4,3,3,1438.3,812,626.3,0.667,3868,80,0.702,0.565
708890958,Existing Customer,55,M,3,Graduate,Single,$120K +,Blue,42,3,3,2,31636,2517,29119,0.718,4231,68,1.061,0.08
795784008,Attrited Customer,44,F,3,Graduate,Married,Less than $40K,Blue,38,4,2,3,3889,2517,1372,0.405,1718,37,0.276,0.647
716328558,Existing Customer,46,M,2,Uneducated,Married,$80K - $120K,Blue,38,4,5,2,11434,0,11434,0.84,4520,83,0.844,0
713923233,Existing Customer,46,M,3,High School,Married,$80K - $120K,Blue,36,6,3,3,2790,2185,605,0.671,3392,86,0.755,0.783
713254983,Existing Customer,62,M,0,Uneducated,Single,$60K - $80K,Blue,50,5,2,2,14314,656,13658,0.822,4355,70,0.667,0.046
720275358,Attrited Customer,47,M,2,Graduate,Married,$40K - $60K,Blue,30,4,3,2,1889,0,1889,0.874,2479,46,0.533,0
715964058,Existing Customer,39,F,1,High School,Single,Less than $40K,Blue,31,5,2,1,1862,726,1136,0.63,5105,79,1.026,0.39
721461258,Existing Customer,53,M,0,High School,Married,$40K - $60K,Blue,39,5,2,2,2875,1671,1204,0.923,4399,88,0.692,0.581
710727333,Attrited Customer,49,F,3,High School,Married,Less than $40K,Blue,36,4,2,2,1763,0,1763,0.896,2813,43,0.536,0
717325158,Existing Customer,46,F,5,Graduate,Married,$40K - $60K,Blue,33,3,1,1,1438.3,883,555.3,0.708,4474,63,0.853,0.614
825856083,Existing Customer,39,M,1,Post-Graduate,Single,$40K - $60K,Blue,35,5,1,1,2623,2121,502,0.722,4078,70,0.795,0.809
807136758,Attrited Customer,58,F,2,High School,Married,Less than $40K,Blue,53,3,0,2,1944,0,1944,0.613,2412,40,0.481,0
715400733,Attrited Customer,43,F,3,Uneducated,Married,$40K - $60K,Blue,36,6,4,3,1438.3,0,1438.3,0.747,2116,38,0.583,0
711389358,Attrited Customer,42,M,3,Graduate,Married,$40K - $60K,Blue,23,5,3,2,5791,2517,3274,0.69,2516,64,0.641,0.435
720769533,Existing Customer,65,M,0,Graduate,Single,$40K - $60K,Blue,36,4,0,1,1438.3,682,756.3,0.713,4427,63,1.172,0.474
715736283,Existing Customer,55,F,4,Doctorate,Single,Less than $40K,Blue,44,3,1,1,1912,0,1912,0.783,4666,98,0.719,0
794554683,Attrited Customer,41,F,4,Graduate,Married,Less than $40K,Blue,26,4,2,2,3159,0,3159,0.916,2925,46,0.353,0
751150233,Existing Customer,43,M,5,Graduate,Single,Less than $40K,Blue,36,3,2,2,1438.3,0,1438.3,0.644,4459,65,0.477,0
715815783,Existing Customer,46,M,3,Graduate,Married,$60K - $80K,Blue,29,3,2,2,3429,0,3429,0.637,4591,85,0.771,0
712599783,Existing Customer,39,M,3,Uneducated,Single,$80K - $120K,Blue,36,4,2,1,12618,1585,11033,0.586,4768,82,0.864,0.126
719653308,Existing Customer,49,F,3,Uneducated,Married,Less than $40K,Blue,40,5,2,2,6049,796,5253,0.821,4468,71,0.511,0.132
708928908,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,23,4,3,3,2533,0,2533,0.998,5128,74,0.947,0
768675483,Existing Customer,41,M,4,College,Divorced,$60K - $80K,Blue,35,5,3,2,2001,0,2001,0.791,4455,82,0.64,0
711323283,Attrited Customer,57,M,2,Uneducated,Married,$60K - $80K,Blue,41,3,3,2,2527,1030,1497,0.714,2767,43,0.387,0.408
810789708,Existing Customer,38,F,1,Post-Graduate,Single,Less than $40K,Blue,33,4,2,1,2256,0,2256,0.713,4587,92,0.878,0
718611333,Existing Customer,55,M,3,Post-Graduate,Married,$80K - $120K,Blue,36,6,1,0,6400,1979,4421,0.696,4475,91,0.685,0.309
711533058,Existing Customer,42,F,2,Doctorate,Single,$40K - $60K,Blue,29,6,2,3,3347,2240,1107,0.898,5533,85,0.735,0.669
715805133,Existing Customer,52,F,1,High School,Single,Less than $40K,Blue,43,6,2,2,2705,1581,1124,0.851,5532,81,0.841,0.584
708680583,Existing Customer,53,F,1,Graduate,Married,$40K - $60K,Blue,36,4,1,2,2043,1590,453,0.618,4940,68,0.619,0.778
789454683,Existing Customer,45,F,3,High School,Single,$40K - $60K,Blue,36,4,2,2,1912,1281,631,0.693,5046,79,0.717,0.67
711428733,Existing Customer,50,F,3,Post-Graduate,Divorced,$40K - $60K,Blue,39,3,2,2,3028,1339,1689,0.843,4144,64,0.684,0.442
715842183,Existing Customer,42,F,5,High School,Married,Less than $40K,Blue,35,5,4,3,1514,745,769,0.694,4004,69,0.683,0.492
778255083,Existing Customer,52,F,1,Uneducated,Married,Less than $40K,Blue,42,5,3,3,3103,2517,586,0.881,4641,80,1,0.811
715571583,Existing Customer,57,F,2,Doctorate,Divorced,Less than $40K,Blue,47,5,1,2,2504,1915,589,0.897,4847,86,0.654,0.765
827436483,Existing Customer,48,M,1,Graduate,Married,$80K - $120K,Blue,44,6,1,3,2916,0,2916,0.792,4336,72,0.714,0
710715783,Existing Customer,52,F,1,Uneducated,Single,Less than $40K,Blue,45,5,2,3,1633,0,1633,0.725,4436,75,0.667,0
758367933,Existing Customer,56,M,2,Uneducated,Single,$80K - $120K,Blue,49,5,3,2,5466,0,5466,0.587,4435,79,0.881,0
721399833,Existing Customer,43,F,2,High School,Married,$40K - $60K,Blue,34,3,1,3,2032,1008,1024,0.879,4736,86,0.83,0.496
708727983,Existing Customer,62,M,0,Uneducated,Single,$60K - $80K,Blue,36,6,1,3,3933,0,3933,0.884,3048,54,0.688,0
713276733,Existing Customer,45,F,4,Graduate,Single,Less than $40K,Blue,36,3,1,3,3562,2107,1455,0.394,4490,90,0.667,0.592
716959833,Existing Customer,45,M,3,Graduate,Single,$120K +,Blue,31,5,2,2,3534,0,3534,0.536,3973,66,0.784,0
714432108,Existing Customer,56,F,3,Uneducated,Married,$40K - $60K,Blue,46,5,3,3,2402,1892,510,0.645,4610,76,0.81,0.788
715071483,Existing Customer,60,F,1,Uneducated,Divorced,$40K - $60K,Blue,52,4,2,3,2802,2517,285,0.664,4392,81,0.723,0.898
711237633,Attrited Customer,49,M,0,Graduate,Married,$60K - $80K,Blue,29,3,3,3,1460,0,1460,0.738,2329,36,0.5,0
781337658,Existing Customer,50,F,1,Graduate,Married,Less than $40K,Blue,44,3,1,2,2602,1612,990,0.906,5532,85,0.735,0.62
718913358,Attrited Customer,36,M,2,Graduate,Single,Less than $40K,Blue,36,3,3,3,4225,2517,1708,0.662,2659,43,0.387,0.596
715784808,Existing Customer,57,F,4,Post-Graduate,Single,$40K - $60K,Blue,48,4,2,1,2576,1678,898,0.771,3913,86,0.72,0.651
769883733,Attrited Customer,46,M,3,Post-Graduate,Single,$40K - $60K,Blue,40,3,4,2,2344,0,2344,0.412,2098,31,0.409,0
801977733,Existing Customer,40,F,2,High School,Single,Less than $40K,Blue,34,4,2,2,2395,1437,958,0.787,4481,82,0.822,0.6
709175208,Existing Customer,50,F,4,Uneducated,Single,Less than $40K,Blue,43,4,3,2,2835,2292,543,0.732,4686,79,0.756,0.808
717365958,Existing Customer,50,F,1,Graduate,Married,Less than $40K,Blue,36,4,2,3,1438.3,0,1438.3,0.851,4765,71,1.088,0
779577108,Existing Customer,49,F,1,Doctorate,Single,$40K - $60K,Blue,32,3,3,2,1438.3,0,1438.3,0.718,4052,65,0.757,0
801497508,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,50,4,3,2,1584,1311,273,0.867,4203,73,0.78,0.828
716131083,Existing Customer,47,M,2,Graduate,Single,$40K - $60K,Blue,35,6,1,3,2676,2157,519,0.901,4640,69,0.605,0.806
711122958,Attrited Customer,41,F,3,Graduate,Single,Less than $40K,Blue,33,5,3,3,1764,0,1764,0.552,2105,57,0.839,0
709329558,Existing Customer,49,F,4,High School,Single,Less than $40K,Gold,34,4,3,2,15569,1554,14015,0.436,4566,73,0.78,0.1
721222833,Existing Customer,51,F,3,Graduate,Married,$40K - $60K,Blue,36,3,3,3,1565,944,621,0.872,4798,73,1.147,0.603
712682583,Existing Customer,44,M,5,High School,Single,$60K - $80K,Blue,35,3,2,2,5947,995,4952,0.724,4984,90,0.765,0.167
710051658,Existing Customer,46,M,3,Graduate,Married,$60K - $80K,Blue,37,6,3,3,18821,774,18047,0.586,4402,75,0.562,0.041
708606633,Attrited Customer,56,F,3,Graduate,Married,$40K - $60K,Blue,44,6,3,4,1544,0,1544,0.315,1902,35,0.4,0
710862258,Existing Customer,41,F,2,Uneducated,Married,Less than $40K,Blue,36,3,2,2,1755,0,1755,0.77,4786,73,0.553,0
720072933,Existing Customer,49,F,4,Graduate,Married,Less than $40K,Blue,36,3,3,3,1438.3,666,772.3,0.675,4759,90,0.667,0.463
757527033,Existing Customer,53,F,2,College,Single,Less than $40K,Blue,46,3,5,2,2153,0,2153,0.766,4628,69,0.971,0
713115483,Attrited Customer,44,F,3,Uneducated,Married,Less than $40K,Blue,36,6,3,3,1684,0,1684,0.557,2275,45,0.607,0
713985183,Existing Customer,46,F,5,Graduate,Single,Less than $40K,Blue,38,4,5,2,2799,2412,387,0.877,4634,91,0.75,0.862
720133908,Existing Customer,41,M,2,Post-Graduate,Single,$40K - $60K,Blue,27,4,1,3,4461,900,3561,0.587,4204,77,0.791,0.202
803197833,Existing Customer,49,F,1,Post-Graduate,Divorced,$40K - $60K,Blue,44,6,5,2,2597,1871,726,0.899,3637,69,0.725,0.72
757634583,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,45,4,3,1,2261,1127,1134,0.814,4456,68,0.789,0.498
719362458,Existing Customer,47,F,3,High School,Married,Less than $40K,Blue,36,5,3,3,2822,0,2822,0.681,5064,74,0.85,0
711784908,Existing Customer,46,F,4,High School,Single,Less than $40K,Blue,34,5,5,2,3322,2517,805,0.789,3913,86,0.911,0.758
806900508,Existing Customer,53,F,1,High School,Married,Less than $40K,Blue,48,5,3,3,2036,1716,320,0.69,4161,75,0.744,0.843
712176708,Existing Customer,51,F,3,Uneducated,Single,Less than $40K,Blue,36,5,3,3,3747,2268,1479,0.709,4609,87,0.74,0.605
719724933,Existing Customer,58,F,1,Uneducated,Married,Less than $40K,Blue,51,5,4,2,2220,1240,980,0.906,4396,78,0.95,0.559
716537433,Existing Customer,50,F,2,College,Married,$40K - $60K,Blue,36,5,4,1,2428,2005,423,0.835,5170,68,0.659,0.826
787558683,Existing Customer,45,F,4,Post-Graduate,Single,$40K - $60K,Blue,35,3,5,2,1850,621,1229,0.682,4234,74,0.682,0.336
718002633,Existing Customer,48,F,2,Graduate,Married,$40K - $60K,Silver,41,6,3,1,16002,2076,13926,0.293,3667,52,1.167,0.13
808950108,Existing Customer,39,F,2,Graduate,Married,Less than $40K,Blue,34,4,5,2,1438.3,859,579.3,0.808,4409,72,0.674,0.597
718021608,Existing Customer,45,F,3,Graduate,Married,$40K - $60K,Blue,34,4,5,2,1533,728,805,0.906,4659,83,0.766,0.475
788870283,Existing Customer,56,F,3,Graduate,Married,Less than $40K,Blue,41,5,4,1,1438.3,0,1438.3,0.796,3778,72,1.118,0
719884983,Existing Customer,52,M,2,Graduate,Single,$40K - $60K,Blue,44,3,4,2,1538,666,872,0.642,4808,64,0.684,0.433
822056583,Existing Customer,44,F,4,Graduate,Single,$40K - $60K,Blue,40,6,5,3,1572,874,698,0.947,4996,80,0.739,0.556
714585033,Existing Customer,41,F,4,Uneducated,Married,Less than $40K,Blue,36,3,5,1,1438.3,1055,383.3,0.809,4532,78,0.472,0.734
713981283,Existing Customer,52,F,3,Graduate,Married,Less than $40K,Blue,46,6,5,3,2814,2162,652,0.588,4271,88,0.833,0.768
715328658,Attrited Customer,41,F,5,Post-Graduate,Married,Less than $40K,Blue,36,5,3,3,1495,0,1495,0.686,2622,70,0.628,0
708918558,Attrited Customer,37,F,2,Graduate,Married,$40K - $60K,Blue,36,5,3,2,1959,662,1297,0.888,3046,52,0.793,0.338
748194633,Existing Customer,60,F,1,Graduate,Divorced,Less than $40K,Blue,53,5,5,3,2903,1251,1652,0.879,4555,76,0.727,0.431
719323683,Existing Customer,47,F,3,Uneducated,Single,$40K - $60K,Blue,35,6,5,2,4543,1028,3515,0.799,4093,77,0.571,0.226
718031508,Existing Customer,45,M,4,College,Divorced,$80K - $120K,Blue,37,6,5,1,1535,0,1535,0.77,5168,76,0.81,0
709732608,Existing Customer,41,F,3,Graduate,Married,Less than $40K,Blue,36,4,3,3,3203,2366,837,0.665,4282,82,0.783,0.739
713466033,Attrited Customer,39,F,2,Graduate,Divorced,Less than $40K,Blue,36,5,2,3,2092,0,2092,0.422,2015,33,0.269,0
716369208,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,36,6,5,3,2420,1223,1197,0.718,4954,82,0.783,0.505
781143933,Existing Customer,43,F,3,High School,Single,Less than $40K,Blue,36,5,3,3,2313,1325,988,0.723,5006,76,0.81,0.573
711337158,Existing Customer,56,M,2,Graduate,Married,$40K - $60K,Blue,49,3,5,3,3059,2387,672,0.808,4774,81,0.761,0.78
714724908,Existing Customer,41,F,1,Uneducated,Married,$40K - $60K,Blue,36,3,4,1,2235,1688,547,0.631,4633,79,0.795,0.755
767802483,Existing Customer,44,M,4,College,Single,$60K - $80K,Blue,38,6,3,3,5005,969,4036,0.727,5066,71,0.821,0.194
709064208,Attrited Customer,43,F,2,Uneducated,Single,Less than $40K,Blue,32,4,3,6,1628,275,1353,0.69,2219,49,0.531,0.169
712753758,Existing Customer,57,F,1,High School,Single,Less than $40K,Blue,41,4,4,3,2442,1699,743,0.639,4313,75,0.562,0.696
807722658,Existing Customer,51,F,2,Graduate,Single,Less than $40K,Blue,46,3,3,3,2429,1250,1179,0.983,4761,99,0.707,0.515
826808208,Existing Customer,60,F,0,High School,Single,$40K - $60K,Blue,56,3,5,2,2213,829,1384,0.639,4210,84,0.714,0.375
757224108,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,32,6,3,1,2624,1117,1507,0.826,3929,67,0.595,0.426
816091608,Existing Customer,37,F,1,College,Single,$40K - $60K,Blue,32,4,2,3,1976,0,1976,0.812,4424,73,0.659,0
819684183,Existing Customer,46,F,3,Graduate,Single,$40K - $60K,Blue,41,4,5,3,3492,1546,1946,1.135,3043,53,1.038,0.443
719630358,Attrited Customer,50,F,4,High School,Married,Less than $40K,Blue,36,1,3,2,3546,0,3546,0.791,2616,47,0.469,0
721282908,Existing Customer,44,F,4,Graduate,Married,$40K - $60K,Blue,29,3,1,2,1438.3,0,1438.3,0.742,3971,60,0.667,0
721317333,Existing Customer,40,F,4,Post-Graduate,Single,$40K - $60K,Blue,31,4,2,1,2383,1828,555,0.814,4759,75,0.744,0.767
711350133,Existing Customer,51,M,2,Graduate,Married,$80K - $120K,Blue,34,5,4,1,13587,2374,11213,0.789,4995,88,0.692,0.175
803606958,Existing Customer,57,F,3,Graduate,Single,Less than $40K,Blue,52,5,5,0,3085,0,3085,0.719,3946,73,0.825,0
721039308,Existing Customer,40,M,4,Uneducated,Single,$80K - $120K,Blue,36,4,3,2,32431,850,31581,0.926,4400,71,1.088,0.026
713440833,Existing Customer,61,F,0,Graduate,Single,Less than $40K,Blue,36,5,3,3,2207,2020,187,0.693,4348,84,0.647,0.915
717255333,Attrited Customer,40,M,3,Graduate,Single,$80K - $120K,Blue,36,1,2,2,6921,0,6921,0.824,2729,44,0.467,0
714368883,Existing Customer,50,F,3,Graduate,Single,Less than $40K,Blue,36,6,5,2,7596,1156,6440,0.611,4338,73,0.738,0.152
720642633,Existing Customer,43,F,4,Graduate,Single,$40K - $60K,Blue,24,6,1,1,6475,1686,4789,0.699,3837,65,0.667,0.26
708793008,Attrited Customer,46,M,3,Doctorate,Divorced,$80K - $120K,Blue,35,5,3,3,9949,0,9949,0.574,2207,40,0.481,0
819351258,Existing Customer,42,F,3,College,Married,Less than $40K,Blue,37,5,4,2,2238,1693,545,0.714,5339,86,0.458,0.756
715212108,Existing Customer,41,F,2,College,Married,Less than $40K,Blue,36,5,5,1,1438.3,0,1438.3,0.686,4565,84,0.714,0
720046458,Existing Customer,50,F,0,High School,Single,Less than $40K,Blue,43,6,4,2,2670,1944,726,0.628,4491,65,0.667,0.728
779942808,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,28,6,2,1,1438.3,0,1438.3,0.46,4482,74,0.644,0
713709258,Existing Customer,43,M,3,Post-Graduate,Single,$40K - $60K,Blue,32,3,3,2,2142,1369,773,0.666,4424,88,0.66,0.639
779961408,Existing Customer,58,F,1,Uneducated,Single,Less than $40K,Blue,43,4,4,2,3382,1446,1936,0.705,4854,74,0.682,0.428
754968033,Existing Customer,40,F,4,High School,Married,Less than $40K,Blue,33,4,5,3,1762,1224,538,0.815,4899,87,0.812,0.695
710163633,Existing Customer,41,F,4,Graduate,Divorced,$40K - $60K,Blue,36,3,3,2,1919,867,1052,0.741,4996,92,0.704,0.452
781675983,Existing Customer,59,F,0,Graduate,Married,Less than $40K,Blue,53,4,5,1,3054,2517,537,1.061,4706,84,0.647,0.824
778486008,Existing Customer,52,F,3,High School,Married,Less than $40K,Blue,40,4,4,1,4223,2235,1988,0.863,3669,62,1.138,0.529
718303683,Attrited Customer,36,F,2,Graduate,Married,Less than $40K,Blue,23,4,2,2,1666,813,853,0.813,2622,60,0.818,0.488
716756133,Existing Customer,43,F,2,Graduate,Divorced,Less than $40K,Blue,33,4,3,2,2422,1237,1185,0.925,5079,80,0.818,0.511
708551508,Existing Customer,51,F,2,College,Single,Less than $40K,Blue,37,4,4,2,3264,2508,756,0.887,4966,78,0.814,0.768
715019883,Existing Customer,52,M,3,College,Married,$60K - $80K,Blue,42,5,3,1,4565,1258,3307,0.764,4139,67,0.914,0.276
711125358,Existing Customer,45,F,3,Graduate,Single,$40K - $60K,Blue,39,4,4,0,1765,1694,71,0.76,4803,72,0.532,0.96
708453408,Existing Customer,40,M,4,College,Divorced,$80K - $120K,Blue,31,6,2,3,16050,0,16050,0.77,3721,62,0.512,0
716370258,Existing Customer,49,F,3,Graduate,Single,Less than $40K,Blue,36,5,3,3,2188,1067,1121,0.618,4537,66,0.435,0.488
803880108,Existing Customer,47,F,3,High School,Single,$40K - $60K,Blue,41,6,5,3,1721,1355,366,0.926,4474,58,1.32,0.787
708660408,Attrited Customer,40,F,1,College,Married,$40K - $60K,Blue,36,4,2,4,1737,1689,48,0.644,2459,43,0.536,0.972
716411358,Existing Customer,43,F,3,Uneducated,Single,Less than $40K,Blue,36,5,5,3,2652,0,2652,0.665,4676,78,0.773,0
717524433,Existing Customer,52,F,2,College,Married,$40K - $60K,Blue,40,5,3,1,1438.3,0,1438.3,0.825,4700,92,0.704,0
719734533,Existing Customer,40,F,4,Graduate,Married,Less than $40K,Blue,28,6,2,2,1438.3,689,749.3,0.823,4921,65,0.806,0.479
712285908,Existing Customer,60,F,1,High School,Single,Less than $40K,Blue,49,5,4,1,2481,1925,556,0.723,5228,73,0.78,0.776
712869783,Existing Customer,56,F,3,Graduate,Single,Less than $40K,Blue,36,5,5,2,4255,0,4255,0.948,4606,79,0.795,0
708545058,Existing Customer,45,F,2,Graduate,Single,$40K - $60K,Blue,36,5,4,3,1438.3,986,452.3,0.649,5136,81,0.8,0.686
817240833,Existing Customer,51,F,2,Graduate,Single,Less than $40K,Blue,36,4,3,1,4970,1591,3379,0.738,5023,78,0.733,0.32
808747233,Attrited Customer,50,M,2,Doctorate,Married,$120K +,Silver,45,6,3,3,34516,0,34516,0.771,2573,55,0.719,0
713084208,Attrited Customer,43,M,4,College,Married,$40K - $60K,Blue,32,6,3,3,4373,0,4373,0.623,2397,46,0.484,0
806652483,Existing Customer,41,F,2,High School,Single,$40K - $60K,Blue,36,4,5,3,1561,1169,392,0.573,4391,67,0.595,0.749
779041983,Existing Customer,41,M,5,High School,Single,$40K - $60K,Blue,22,6,2,2,1438.3,0,1438.3,0.56,4439,81,1.025,0
717395733,Existing Customer,42,F,3,Doctorate,Married,$40K - $60K,Blue,36,4,4,3,4142,688,3454,0.717,4512,81,0.976,0.166
719516208,Attrited Customer,54,M,2,College,Single,$120K +,Blue,36,3,2,3,34516,0,34516,0.628,2329,47,0.516,0
717026658,Attrited Customer,43,F,3,Uneducated,Married,Less than $40K,Blue,32,6,3,3,1897,0,1897,0.645,2866,47,0.469,0
801516183,Existing Customer,52,F,4,Graduate,Single,Less than $40K,Blue,46,3,3,3,3231,2215,1016,0.515,4610,90,0.607,0.686
716231133,Existing Customer,40,F,4,Graduate,Married,Less than $40K,Blue,36,5,5,1,1577,1286,291,0.571,3453,52,1.08,0.815
709575858,Existing Customer,53,M,4,Graduate,Single,$40K - $60K,Blue,36,4,5,3,2300,0,2300,0.655,4527,79,0.756,0
720927183,Existing Customer,56,F,4,Graduate,Married,Less than $40K,Blue,36,3,5,2,2796,0,2796,0.884,4536,81,0.723,0
772198983,Existing Customer,53,F,2,Graduate,Married,$40K - $60K,Blue,42,3,5,1,3024,1649,1375,0.587,4463,89,0.679,0.545
721122258,Existing Customer,38,F,3,Uneducated,Married,$40K - $60K,Blue,36,5,5,3,5293,1030,4263,0.863,4377,62,0.879,0.195
716501133,Existing Customer,36,F,2,Graduate,Single,Less than $40K,Blue,36,6,4,0,2051,1154,897,0.605,3912,79,0.717,0.563
719250783,Existing Customer,41,F,1,High School,Single,Less than $40K,Blue,31,4,2,1,1998,0,1998,0.717,4637,68,0.889,0
708254733,Existing Customer,41,F,4,Post-Graduate,Single,Less than $40K,Blue,36,5,4,1,2968,1873,1095,1.11,5171,85,0.889,0.631
719758758,Existing Customer,42,F,3,Graduate,Married,Less than $40K,Blue,23,4,2,3,2797,1943,854,0.899,4917,66,0.784,0.695
805458933,Existing Customer,39,F,2,Graduate,Single,$40K - $60K,Blue,34,6,4,2,13984,632,13352,0.702,4727,83,0.66,0.045
720408708,Existing Customer,49,F,2,Uneducated,Married,Less than $40K,Blue,36,3,4,1,2505,0,2505,0.62,4109,61,0.743,0
788911458,Existing Customer,40,F,4,College,Married,Less than $40K,Blue,26,3,1,1,2972,0,2972,0.593,3840,69,0.769,0
771862308,Existing Customer,50,M,1,College,Single,$80K - $120K,Blue,39,4,3,2,5856,2007,3849,0.727,4916,87,0.642,0.343
714616308,Existing Customer,44,F,4,Uneducated,Divorced,Less than $40K,Blue,38,6,4,1,7182,1774,5408,0.583,4294,67,0.718,0.247
721221783,Existing Customer,62,M,2,Graduate,Single,Less than $40K,Blue,48,6,3,2,5844,2013,3831,0.478,3546,65,0.548,0.344
766021083,Attrited Customer,55,F,1,College,Single,Less than $40K,Blue,48,3,5,3,2114,546,1568,0.619,2578,42,0.75,0.258
771918033,Existing Customer,54,M,4,Graduate,Single,$80K - $120K,Blue,43,3,4,3,8208,1256,6952,0.814,4824,83,0.627,0.153
719756133,Attrited Customer,34,M,4,Uneducated,Single,$60K - $80K,Blue,20,3,2,6,3940,1384,2556,0.908,3257,53,0.767,0.351
711777633,Existing Customer,41,M,3,Graduate,Divorced,$60K - $80K,Blue,27,5,2,2,5784,0,5784,0.851,4173,80,0.86,0
788519958,Existing Customer,57,F,2,Graduate,Single,Less than $40K,Blue,50,6,5,2,1438.3,876,562.3,0.693,4815,62,0.676,0.609
768412608,Existing Customer,39,F,1,Graduate,Single,$40K - $60K,Blue,33,6,3,2,2255,1258,997,0.96,4309,79,0.837,0.558
709972908,Existing Customer,38,F,2,Graduate,Single,Less than $40K,Blue,25,5,1,2,9874,1059,8815,0.664,4369,70,0.707,0.107
713029683,Existing Customer,64,M,0,Graduate,Single,Less than $40K,Blue,36,5,4,1,1873,468,1405,1.154,4738,82,0.608,0.25
768243858,Attrited Customer,54,M,3,High School,Married,$80K - $120K,Blue,48,3,4,3,3288,2517,771,0.84,2717,46,0.438,0.766
711685758,Existing Customer,60,F,1,Graduate,Single,$40K - $60K,Blue,42,3,2,1,3334,1151,2183,0.752,4791,101,0.629,0.345
714528258,Existing Customer,46,M,2,Graduate,Divorced,$60K - $80K,Blue,39,3,1,1,3299,870,2429,0.63,4904,75,0.829,0.264
818930808,Existing Customer,36,F,2,Uneducated,Married,Less than $40K,Blue,31,3,2,1,2754,1798,956,0.769,3937,70,0.628,0.653
713310558,Existing Customer,47,F,2,Graduate,Married,$40K - $60K,Blue,28,5,2,2,2035,1620,415,0.838,4130,74,0.721,0.796
811713408,Existing Customer,58,F,2,High School,Married,$40K - $60K,Blue,53,4,2,3,2642,1249,1393,0.682,4897,81,0.723,0.473
709649958,Attrited Customer,62,M,0,Post-Graduate,Divorced,$60K - $80K,Silver,46,4,5,6,28229,287,27942,0.594,2281,45,0.552,0.01
708822783,Existing Customer,53,F,2,High School,Single,Less than $40K,Blue,36,4,3,1,2973,2517,456,0.588,4862,77,0.453,0.847
771869508,Existing Customer,51,F,2,Uneducated,Married,Less than $40K,Blue,40,4,3,3,1612,831,781,0.602,4924,81,0.884,0.516
804413508,Existing Customer,41,M,1,High School,Single,$80K - $120K,Blue,36,6,2,3,12084,1638,10446,0.695,4506,90,0.957,0.136
815756058,Existing Customer,54,F,1,Graduate,Single,Less than $40K,Blue,49,3,2,2,2930,2266,664,0.734,4752,72,1.323,0.773
721460283,Attrited Customer,49,F,3,Post-Graduate,Single,Less than $40K,Blue,35,5,1,2,2214,915,1299,0.533,2144,51,0.545,0.413
784827108,Existing Customer,39,F,1,High School,Single,Less than $40K,Blue,33,6,3,2,2292,1839,453,0.675,4043,72,0.674,0.802
717862308,Existing Customer,45,F,2,College,Divorced,$40K - $60K,Blue,27,6,3,2,2901,2384,517,0.717,3835,78,0.592,0.822
716726058,Existing Customer,48,F,3,College,Single,Less than $40K,Blue,30,4,1,1,2865,1523,1342,0.605,4609,79,0.756,0.532
771666783,Existing Customer,43,F,5,College,Married,$40K - $60K,Blue,31,5,1,1,5302,1136,4166,0.817,4883,68,0.581,0.214
719577258,Attrited Customer,43,F,2,Uneducated,Divorced,Less than $40K,Blue,30,3,3,4,6811,0,6811,0.677,1937,39,0.56,0
770878458,Existing Customer,27,F,1,Post-Graduate,Married,Less than $40K,Blue,13,3,2,2,1438.3,990,448.3,0.715,3855,73,1.147,0.688
798308058,Existing Customer,39,M,1,Graduate,Single,$40K - $60K,Blue,33,6,1,2,2255,0,2255,0.73,4412,81,0.884,0
718707933,Attrited Customer,54,M,2,Uneducated,Married,$60K - $80K,Blue,35,4,3,4,2189,382,1807,0.884,2750,51,0.594,0.175
709791333,Existing Customer,40,F,3,Uneducated,Single,Less than $40K,Blue,36,6,1,3,2040,1084,956,0.672,4751,80,0.818,0.531
710090958,Existing Customer,51,M,3,College,Married,$80K - $120K,Blue,40,6,3,3,1844,1232,612,0.588,4182,71,0.651,0.668
772687983,Existing Customer,53,M,3,Graduate,Single,$60K - $80K,Blue,43,5,3,3,8404,1498,6906,0.922,4811,56,0.556,0.178
714707133,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Blue,36,5,1,1,1438.3,0,1438.3,0.647,4443,86,0.83,0
720126033,Existing Customer,42,M,4,High School,Single,$80K - $120K,Blue,28,3,3,3,1944,1804,140,0.723,4682,90,0.667,0.928
713995233,Existing Customer,38,F,2,High School,Married,Less than $40K,Blue,36,6,4,3,1438.3,0,1438.3,0.641,4707,88,0.692,0
771638733,Attrited Customer,49,M,3,Doctorate,Single,$40K - $60K,Blue,37,5,2,3,4354,0,4354,0.738,2750,59,0.686,0
715009833,Existing Customer,51,F,1,High School,Married,Less than $40K,Blue,36,3,4,2,1857,1033,824,0.95,5149,90,0.636,0.556
803418783,Existing Customer,40,M,4,Graduate,Married,$60K - $80K,Blue,35,5,4,1,9974,2185,7789,0.852,4680,87,0.673,0.219
814611633,Existing Customer,47,F,2,Uneducated,Single,Less than $40K,Blue,42,3,1,2,2271,2154,117,1.13,4150,69,0.865,0.948
825753258,Existing Customer,47,M,4,Uneducated,Married,$60K - $80K,Blue,43,4,3,1,6519,1525,4994,0.874,4495,81,1.025,0.234
715941633,Existing Customer,50,F,0,Graduate,Married,Less than $40K,Blue,36,3,3,3,1438.3,0,1438.3,0.718,3800,69,0.533,0
772162683,Attrited Customer,34,F,2,Graduate,Married,Less than $40K,Blue,23,6,2,2,3116,0,3116,0.698,2768,45,0.667,0
711583458,Existing Customer,48,F,2,College,Married,Less than $40K,Blue,36,4,3,1,1438.3,0,1438.3,0.743,4913,82,0.822,0
714418983,Existing Customer,43,M,5,Graduate,Single,$40K - $60K,Blue,33,4,2,1,1438.3,0,1438.3,0.643,4509,80,0.569,0
708699108,Existing Customer,39,F,2,High School,Single,Less than $40K,Blue,36,4,3,3,1438.3,855,583.3,0.662,4890,53,0.893,0.594
771749733,Existing Customer,41,M,2,Graduate,Single,$40K - $60K,Silver,30,5,2,3,17706,1081,16625,1.087,3680,81,0.723,0.061
715235808,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Blue,36,3,3,2,1819,1235,584,0.798,4636,75,0.705,0.679
716666133,Existing Customer,51,M,4,Graduate,Single,$120K +,Blue,39,6,4,1,19350,0,19350,0.982,4657,70,0.795,0
778131333,Existing Customer,38,F,2,Graduate,Married,Less than $40K,Blue,31,6,3,3,3222,0,3222,0.786,5154,80,0.778,0
708286683,Existing Customer,57,M,2,Uneducated,Single,$80K - $120K,Blue,43,6,3,1,12045,1749,10296,0.736,4884,86,0.87,0.145
814765533,Attrited Customer,44,F,4,High School,Single,$40K - $60K,Blue,39,4,3,3,10587,2517,8070,1.052,2971,54,0.742,0.238
814195758,Existing Customer,42,M,1,Graduate,Single,$60K - $80K,Blue,37,4,1,1,2596,1210,1386,0.549,4642,78,0.696,0.466
717121758,Existing Customer,58,F,0,Graduate,Single,Less than $40K,Blue,36,5,3,1,3008,2517,491,0.674,4627,68,0.659,0.837
768720708,Existing Customer,41,F,3,High School,Married,Less than $40K,Blue,30,4,4,2,3280,2327,953,0.784,4268,84,1,0.709
718032483,Existing Customer,33,F,4,Graduate,Married,Less than $40K,Blue,16,5,3,2,1438.3,611,827.3,0.692,4688,89,0.816,0.425
711553308,Existing Customer,60,M,1,Graduate,Single,$40K - $60K,Blue,48,3,1,3,1438.3,750,688.3,0.771,4542,88,0.833,0.521
711276933,Existing Customer,56,F,3,Graduate,Married,Less than $40K,Blue,44,6,4,2,2030,1262,768,0.862,4851,84,0.867,0.622
718165758,Existing Customer,41,F,1,Graduate,Married,$40K - $60K,Blue,32,6,3,1,2413,1627,786,0.726,5466,85,0.771,0.674
826421958,Attrited Customer,46,F,1,High School,Married,Less than $40K,Blue,42,5,4,1,1438.3,0,1438.3,0.637,1843,44,0.63,0
778712658,Existing Customer,52,F,0,Uneducated,Married,Less than $40K,Blue,34,4,4,3,2001,960,1041,0.678,4026,86,0.83,0.48
708158133,Attrited Customer,45,M,3,College,Married,$80K - $120K,Blue,36,3,2,2,3031,2517,514,0.409,2188,50,0.389,0.83
710725383,Existing Customer,42,M,3,Doctorate,Divorced,$40K - $60K,Blue,36,3,2,1,2012,0,2012,0.31,3282,66,0.65,0
772601283,Existing Customer,39,M,1,Post-Graduate,Single,$80K - $120K,Blue,29,6,2,2,23034,1992,21042,0.759,2514,32,0.684,0.086
718518858,Existing Customer,50,F,3,Graduate,Married,$40K - $60K,Blue,39,4,3,3,1844,1388,456,0.901,5056,81,0.8,0.753
716511483,Existing Customer,46,M,2,Graduate,Married,Less than $40K,Blue,39,3,3,3,4752,1400,3352,0.646,3404,54,1.16,0.295
708653958,Attrited Customer,38,M,3,College,Married,$60K - $80K,Blue,36,5,2,2,6114,1461,4653,0.772,2608,36,0.385,0.239
710547783,Existing Customer,57,F,2,Post-Graduate,Single,$40K - $60K,Blue,36,3,4,2,4784,1629,3155,0.706,4912,82,0.783,0.341
772118583,Existing Customer,43,F,1,Uneducated,Married,Less than $40K,Blue,32,6,2,2,2667,1590,1077,0.806,4596,85,0.574,0.596
712154883,Existing Customer,54,F,2,College,Married,Less than $40K,Blue,48,3,2,2,2473,1745,728,0.769,4823,72,0.8,0.706
793842558,Existing Customer,39,F,3,Doctorate,Married,Less than $40K,Blue,33,6,4,2,2001,1430,571,0.555,4509,69,0.683,0.715
792695808,Existing Customer,41,M,4,High School,Married,$120K +,Blue,35,5,4,2,18232,1140,17092,0.657,4775,84,1.1,0.063
719453283,Existing Customer,45,F,2,Uneducated,Married,Less than $40K,Blue,36,3,4,3,2918,1597,1321,0.884,4454,76,0.9,0.547
708303108,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,42,5,3,0,1770,1706,64,0.626,4940,94,0.774,0.964
788876208,Existing Customer,42,F,2,Graduate,Single,Less than $40K,Blue,27,5,3,3,2265,0,2265,0.603,3826,71,0.543,0
772069683,Existing Customer,59,M,0,High School,Married,$60K - $80K,Blue,48,3,1,3,3868,1384,2484,0.631,4716,79,0.549,0.358
780143283,Attrited Customer,43,F,3,Graduate,Married,$40K - $60K,Blue,32,4,3,3,2701,2498,203,0.637,2678,37,0.609,0.925
805453908,Existing Customer,33,M,1,High School,Divorced,$40K - $60K,Blue,28,6,1,3,2507,1592,915,0.691,4355,79,0.837,0.635
780897858,Existing Customer,38,F,2,High School,Single,Less than $40K,Blue,20,4,3,3,2420,676,1744,0.782,3770,76,0.81,0.279
719881533,Attrited Customer,46,M,2,College,Married,$40K - $60K,Silver,34,5,3,4,16547,0,16547,0.242,1561,41,0.367,0
717346833,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,33,3,2,2,1621,0,1621,0.603,3764,76,0.52,0
771783333,Attrited Customer,49,F,1,Uneducated,Divorced,$40K - $60K,Blue,37,6,2,2,2173,0,2173,0.652,2379,57,0.781,0
709208808,Existing Customer,50,F,1,Uneducated,Married,Less than $40K,Blue,36,5,2,1,2178,1731,447,0.683,4275,71,0.69,0.795
715617333,Existing Customer,36,F,2,Graduate,Married,Less than $40K,Blue,26,3,3,2,1438.3,0,1438.3,0.61,4957,88,0.872,0
714230808,Existing Customer,36,F,4,College,Married,Less than $40K,Blue,36,6,4,1,2466,1750,716,0.774,5005,76,0.767,0.71
715866033,Existing Customer,37,F,2,High School,Single,Less than $40K,Blue,36,5,2,1,2535,1352,1183,0.509,3840,72,0.565,0.533
718065333,Existing Customer,39,F,4,Graduate,Married,$40K - $60K,Blue,29,4,4,3,2385,1971,414,0.613,3711,81,0.653,0.826
713873658,Existing Customer,45,M,4,High School,Single,$120K +,Blue,37,4,3,3,2701,1986,715,0.538,4767,76,0.854,0.735
771499233,Existing Customer,46,F,4,High School,Married,Less than $40K,Blue,34,6,1,3,5387,1133,4254,0.652,4374,76,0.49,0.21
711274458,Attrited Customer,38,F,3,High School,Married,Less than $40K,Blue,27,4,3,3,1438.3,0,1438.3,0.73,2478,45,0.552,0
790108908,Existing Customer,44,M,2,Post-Graduate,Married,$80K - $120K,Blue,37,5,1,1,34058,0,34058,0.552,4043,57,0.781,0
797389758,Existing Customer,42,F,2,Graduate,Married,$40K - $60K,Silver,36,6,2,1,16290,0,16290,0.758,4232,79,0.795,0
827100333,Existing Customer,49,F,3,High School,Married,Less than $40K,Blue,45,3,3,2,1438.3,726,712.3,0.657,5208,93,0.755,0.505
711647808,Existing Customer,55,F,3,Graduate,Single,Less than $40K,Blue,36,4,1,3,2069,1028,1041,0.648,4414,82,0.783,0.497
714035283,Attrited Customer,56,F,1,Post-Graduate,Married,Less than $40K,Blue,36,6,2,2,2802,2256,546,0.615,2371,46,0.353,0.805
720553158,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,31,5,2,1,3390,2222,1168,0.768,5001,82,0.822,0.655
802856508,Existing Customer,42,M,2,Graduate,Single,$80K - $120K,Blue,36,6,3,1,26690,0,26690,1.144,4363,76,1.054,0
711862533,Attrited Customer,55,F,1,Uneducated,Married,Less than $40K,Blue,36,5,3,2,2258,2000,258,0.611,2500,42,0.68,0.886
778356408,Existing Customer,51,F,3,College,Divorced,$40K - $60K,Blue,31,6,2,2,2768,1329,1439,0.699,4275,78,0.814,0.48
716791908,Existing Customer,43,M,1,College,Married,$80K - $120K,Blue,23,5,2,1,14566,1045,13521,0.417,4480,77,0.791,0.072
757761033,Existing Customer,35,F,3,Graduate,Single,$40K - $60K,Blue,28,5,6,2,3250,1560,1690,0.634,4673,73,0.698,0.48
758186433,Existing Customer,37,F,1,Uneducated,Single,Less than $40K,Blue,30,3,2,3,2353,1095,1258,0.941,5038,84,0.75,0.465
786546783,Existing Customer,59,F,0,College,Married,$40K - $60K,Blue,53,3,2,0,1438.3,0,1438.3,0.896,4457,79,0.927,0
789634983,Existing Customer,59,M,1,Graduate,Married,$40K - $60K,Blue,53,5,1,2,4188,2200,1988,0.867,4911,86,0.72,0.525
720654183,Attrited Customer,45,M,4,Graduate,Married,$80K - $120K,Blue,35,2,3,3,23542,1307,22235,0.462,2152,46,0.438,0.056
715880283,Existing Customer,57,M,1,High School,Single,$120K +,Blue,47,4,4,2,9272,982,8290,0.651,4649,89,0.816,0.106
719990358,Existing Customer,36,F,3,High School,Married,Less than $40K,Blue,28,3,1,1,1967,0,1967,0.73,4620,77,0.878,0
779348358,Attrited Customer,52,F,1,Uneducated,Single,Less than $40K,Blue,37,5,3,4,1717,0,1717,1.028,3004,46,0.586,0
715130808,Existing Customer,45,M,3,Graduate,Single,$60K - $80K,Silver,34,5,1,1,34516,1664,32852,0.73,4912,80,0.739,0.048
713818158,Existing Customer,50,M,1,Doctorate,Single,$80K - $120K,Blue,41,5,4,2,5068,991,4077,0.736,5173,64,0.6,0.196
709728183,Existing Customer,46,F,3,College,Married,Less than $40K,Blue,39,3,2,3,1438.3,0,1438.3,0.786,4370,79,0.795,0
715797783,Existing Customer,55,F,1,Uneducated,Divorced,$40K - $60K,Blue,47,3,2,3,2697,1863,834,0.735,4615,81,0.688,0.691
710879283,Existing Customer,51,M,1,High School,Married,Less than $40K,Blue,41,3,4,3,1438.3,0,1438.3,0.623,4312,81,0.723,0
827051808,Attrited Customer,44,F,0,College,Married,Less than $40K,Blue,40,5,4,2,7499,1083,6416,0.716,2478,45,0.667,0.144
710484408,Attrited Customer,39,M,4,Post-Graduate,Married,$120K +,Blue,29,6,3,3,8700,1742,6958,0.454,2306,50,0.613,0.2
715995933,Existing Customer,46,M,0,Graduate,Single,$120K +,Blue,36,6,2,1,2692,1631,1061,0.99,4619,83,0.694,0.606
713567958,Existing Customer,54,F,3,College,Single,Less than $40K,Blue,36,4,4,2,2957,1408,1549,0.667,4280,82,0.783,0.476
721484283,Existing Customer,51,F,3,High School,Married,Less than $40K,Blue,36,4,2,1,3007,2517,490,0.733,4985,84,1,0.837
788661408,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Blue,33,4,5,2,2990,890,2100,0.711,4757,79,0.837,0.298
813449508,Attrited Customer,61,M,0,Graduate,Married,$60K - $80K,Blue,56,6,2,3,9918,850,9068,0.688,2485,40,0.29,0.086
709296558,Existing Customer,53,M,2,Graduate,Single,$120K +,Blue,36,3,2,2,18551,1434,17117,1.149,5364,90,0.765,0.077
780180033,Existing Customer,31,F,0,Graduate,Married,Less than $40K,Blue,20,5,1,1,1438.3,0,1438.3,0.689,4397,86,0.755,0
713474733,Attrited Customer,51,M,2,Graduate,Single,$80K - $120K,Blue,31,5,3,2,1438.3,327,1111.3,0.528,1783,40,0.481,0.227
771527508,Existing Customer,60,M,2,Graduate,Single,$60K - $80K,Blue,48,3,4,1,10886,1145,9741,0.749,3488,66,0.535,0.105
715655283,Existing Customer,42,F,3,Graduate,Married,Less than $40K,Blue,33,6,3,3,2363,1495,868,0.531,4420,65,0.711,0.633
819631158,Existing Customer,54,F,4,Post-Graduate,Married,Less than $40K,Blue,49,3,3,2,2802,2219,583,0.796,5924,88,0.63,0.792
710866758,Existing Customer,42,F,4,High School,Married,Less than $40K,Blue,31,5,1,2,1640,888,752,0.715,4074,73,0.872,0.541
790119408,Attrited Customer,48,F,3,Uneducated,Married,Less than $40K,Blue,41,5,3,2,4960,0,4960,0.882,2430,48,0.548,0
771332283,Existing Customer,50,M,4,Graduate,Married,$80K - $120K,Blue,38,5,1,3,4601,2517,2084,0.775,5056,80,0.778,0.547
811912608,Existing Customer,52,F,3,Graduate,Married,$40K - $60K,Blue,47,3,2,0,2741,1639,1102,0.644,5077,87,0.74,0.598
708684108,Attrited Customer,46,F,4,Graduate,Married,$40K - $60K,Blue,34,5,3,1,4152,1446,2706,0.826,2218,30,0.304,0.348
768638208,Existing Customer,50,F,2,Uneducated,Married,Less than $40K,Blue,44,3,1,2,3386,2517,869,0.743,4890,65,0.667,0.743
708869283,Existing Customer,50,M,4,High School,Married,$80K - $120K,Blue,41,6,3,3,23209,1308,21901,0.498,3530,71,0.578,0.056
720892833,Existing Customer,50,F,3,Graduate,Married,$40K - $60K,Blue,39,5,3,2,12610,1123,11487,0.853,4199,67,0.595,0.089
709762008,Existing Customer,48,F,4,High School,Married,Less than $40K,Blue,38,5,1,1,2090,793,1297,0.64,4619,78,0.733,0.379
708600033,Existing Customer,46,M,2,Graduate,Married,$40K - $60K,Blue,39,4,3,1,1610,0,1610,0.689,4958,87,0.776,0
708736608,Attrited Customer,40,M,3,Graduate,Married,$120K +,Blue,27,5,3,2,2269,0,2269,0.572,2108,39,0.56,0
711717258,Existing Customer,54,F,3,Graduate,Single,$40K - $60K,Blue,39,3,4,1,4036,1329,2707,0.738,5315,82,0.708,0.329
713993208,Existing Customer,37,F,3,Doctorate,Married,Less than $40K,Blue,36,3,5,2,1438.3,0,1438.3,0.861,4314,82,0.864,0
717855933,Existing Customer,38,F,2,High School,Married,$40K - $60K,Blue,27,3,2,3,1776,1586,190,0.798,4350,71,0.868,0.893
713436183,Existing Customer,42,F,3,High School,Married,$40K - $60K,Blue,29,4,3,2,5640,0,5640,0.77,4739,80,0.86,0
778360608,Existing Customer,42,F,1,College,Divorced,Less than $40K,Blue,22,5,3,2,2403,1105,1298,0.735,4186,77,0.711,0.46
710914158,Existing Customer,45,F,4,College,Married,Less than $40K,Blue,36,5,1,2,3349,2517,832,0.786,4405,55,1.391,0.752
714789033,Attrited Customer,54,F,1,Graduate,Married,Less than $40K,Blue,50,3,3,3,3173,2517,656,0.619,2763,51,0.821,0.793
826709658,Attrited Customer,45,F,3,Graduate,Divorced,$40K - $60K,Blue,41,1,3,3,1477,0,1477,0.768,2214,43,0.654,0
752648883,Existing Customer,49,F,2,College,Single,Less than $40K,Blue,41,6,3,1,2018,1366,652,0.964,4842,69,0.5,0.677
715771608,Existing Customer,41,M,3,Graduate,Married,$120K +,Silver,36,3,3,2,34516,1453,33063,0.357,4147,76,0.949,0.042
779667408,Existing Customer,58,M,1,Post-Graduate,Single,$80K - $120K,Blue,41,4,2,1,2915,1494,1421,0.861,4235,73,0.825,0.513
805461783,Existing Customer,47,F,3,Graduate,Divorced,Less than $40K,Blue,42,3,4,0,1438.3,0,1438.3,0.635,4735,87,0.673,0
719098308,Attrited Customer,56,F,2,High School,Single,Less than $40K,Blue,42,5,4,2,2423,268,2155,0.804,2516,59,0.639,0.111
771433608,Existing Customer,54,M,4,Uneducated,Single,$80K - $120K,Blue,42,5,2,2,11742,0,11742,0.621,4053,70,0.556,0
825811158,Existing Customer,51,F,2,High School,Single,Less than $40K,Blue,47,5,2,3,3069,2517,552,0.73,4512,83,0.766,0.82
809092458,Existing Customer,36,F,4,Uneducated,Married,$40K - $60K,Blue,31,5,2,3,2517,1336,1181,0.755,5211,83,0.804,0.531
714693708,Existing Customer,45,F,3,Graduate,Married,$40K - $60K,Blue,36,3,3,1,2216,1992,224,0.789,4103,77,0.711,0.899
721072908,Existing Customer,51,M,0,Doctorate,Single,$60K - $80K,Blue,36,6,2,3,3232,1346,1886,0.697,5102,69,0.643,0.416
716675358,Existing Customer,54,F,1,College,Single,Less than $40K,Blue,41,5,2,2,3478,941,2537,0.711,4607,83,0.93,0.271
711392508,Existing Customer,37,F,2,Graduate,Married,Less than $40K,Blue,25,4,2,1,1438.3,0,1438.3,0.741,4513,75,0.744,0
721207908,Existing Customer,47,F,5,High School,Single,Less than $40K,Blue,37,5,2,3,1493,0,1493,0.605,4655,95,0.638,0
715798608,Existing Customer,45,F,4,Graduate,Married,$40K - $60K,Blue,34,4,4,2,4244,1066,3178,0.606,4016,89,0.854,0.251
716758008,Existing Customer,40,M,5,High School,Single,$40K - $60K,Blue,20,5,2,1,2984,1879,1105,0.675,4813,83,0.729,0.63
804434058,Existing Customer,47,M,1,College,Married,$60K - $80K,Silver,42,6,4,2,27437,0,27437,0.872,4660,79,0.681,0
714293358,Existing Customer,54,F,4,College,Single,Less than $40K,Blue,46,3,2,1,4166,989,3177,0.967,4584,70,1.258,0.237
757194408,Attrited Customer,43,M,3,College,Married,$60K - $80K,Blue,36,2,3,3,1438.3,0,1438.3,0.539,1707,38,1.111,0
719256483,Existing Customer,41,F,4,High School,Single,$40K - $60K,Blue,30,5,3,3,4432,1335,3097,0.714,4144,79,0.756,0.301
779261433,Existing Customer,54,F,2,Graduate,Single,Less than $40K,Blue,36,3,1,2,2043,1597,446,0.814,3553,61,0.694,0.782
780720258,Attrited Customer,45,M,4,High School,Divorced,Less than $40K,Blue,34,4,2,3,3489,2517,972,0.721,2684,39,0.56,0.721
770858283,Existing Customer,40,F,4,High School,Married,$40K - $60K,Blue,27,5,2,2,2822,2182,640,0.768,5371,93,0.824,0.773
718570158,Existing Customer,54,F,4,College,Single,Less than $40K,Blue,44,3,3,2,2901,2517,384,0.608,4731,83,0.804,0.868
711039633,Existing Customer,52,F,4,Post-Graduate,Married,Less than $40K,Blue,36,5,3,3,1594,0,1594,0.472,4653,65,0.667,0
714074808,Existing Customer,58,F,0,High School,Married,Less than $40K,Blue,36,3,3,1,2241,1670,571,0.704,4653,75,0.63,0.745
710439483,Existing Customer,51,F,2,Graduate,Single,Less than $40K,Blue,39,3,4,2,2581,1722,859,0.765,4431,79,0.717,0.667
717516333,Existing Customer,40,M,2,Graduate,Married,$120K +,Blue,33,6,4,1,14713,905,13808,0.817,4125,82,0.822,0.062
712327608,Attrited Customer,54,F,0,Doctorate,Single,Less than $40K,Blue,36,4,3,2,2708,0,2708,0.673,2321,45,0.552,0
796326483,Existing Customer,42,M,3,High School,Married,$80K - $120K,Blue,36,5,4,3,1681,0,1681,0.994,5416,82,0.952,0
720818658,Existing Customer,50,F,1,Uneducated,Married,Less than $40K,Blue,38,3,3,3,1438.3,0,1438.3,0.679,4594,86,0.72,0
712982808,Attrited Customer,47,M,2,Doctorate,Divorced,$80K - $120K,Blue,32,1,3,3,1438.3,0,1438.3,0.454,2388,42,0.5,0
718657083,Existing Customer,46,M,3,High School,Married,$60K - $80K,Blue,36,4,3,1,4696,0,4696,0.732,4828,62,1.583,0
715222533,Attrited Customer,52,F,3,Graduate,Married,Less than $40K,Blue,36,5,3,3,2566,1079,1487,0.554,2340,36,0.5,0.42
714493983,Existing Customer,57,F,2,Graduate,Married,$40K - $60K,Blue,47,5,2,2,4682,1010,3672,0.638,4322,83,0.694,0.216
780664758,Existing Customer,56,F,2,Uneducated,Married,$40K - $60K,Blue,44,6,1,2,4439,1513,2926,0.752,4532,95,0.696,0.341
718466883,Existing Customer,34,F,1,Uneducated,Single,Less than $40K,Blue,25,6,1,2,2689,1618,1071,0.587,4237,79,0.681,0.602
771338658,Existing Customer,46,M,2,High School,Married,$80K - $120K,Blue,30,6,3,1,11670,915,10755,0.892,4277,89,0.854,0.078
709052883,Existing Customer,47,F,4,High School,Single,$40K - $60K,Blue,36,3,1,1,1596,0,1596,0.788,5678,81,0.8,0
716157408,Existing Customer,53,M,0,High School,Married,$60K - $80K,Blue,46,4,4,2,1590,0,1590,0.556,4229,73,1.086,0
713305233,Existing Customer,55,M,2,Graduate,Single,$80K - $120K,Blue,46,5,5,2,4994,0,4994,0.717,4802,81,0.761,0
713000058,Existing Customer,51,F,3,Graduate,Married,$40K - $60K,Silver,44,4,2,3,16406,0,16406,0.627,4075,75,0.63,0
804371733,Existing Customer,40,M,2,Uneducated,Married,$80K - $120K,Blue,29,5,2,3,9109,1347,7762,0.695,3991,84,0.867,0.148
712552608,Attrited Customer,46,F,3,Graduate,Married,Less than $40K,Blue,34,3,3,1,1438.3,0,1438.3,0.714,2658,43,0.654,0
719887008,Existing Customer,38,F,3,Graduate,Married,Less than $40K,Blue,36,5,4,3,1757,1352,405,0.879,4121,81,0.421,0.769
708375858,Existing Customer,47,F,4,High School,Divorced,Less than $40K,Blue,36,5,4,2,2776,1341,1435,0.744,4318,68,0.943,0.483
789417708,Existing Customer,44,F,2,Uneducated,Married,$40K - $60K,Blue,35,3,2,1,1438.3,1091,347.3,0.702,4988,90,0.731,0.759
794675058,Attrited Customer,36,M,3,Graduate,Married,$80K - $120K,Blue,21,5,3,2,5015,1963,3052,0.881,2491,43,0.87,0.391
718034058,Existing Customer,40,M,4,Graduate,Single,$60K - $80K,Blue,36,3,2,2,8529,901,7628,0.764,4252,68,0.511,0.106
778919583,Existing Customer,49,F,0,Graduate,Married,Less than $40K,Blue,30,3,2,0,1604,1112,492,0.618,4253,68,0.744,0.693
814785108,Existing Customer,45,F,1,Graduate,Married,Less than $40K,Blue,40,5,3,2,2493,1655,838,0.907,4473,76,0.9,0.664
809616108,Attrited Customer,38,F,2,High School,Single,Less than $40K,Blue,33,3,3,3,1568,0,1568,0.611,2812,59,0.788,0
809378133,Existing Customer,43,F,3,Uneducated,Single,Less than $40K,Blue,38,6,1,2,1521,0,1521,0.791,4880,79,0.549,0
779658408,Existing Customer,48,M,2,Graduate,Single,$40K - $60K,Blue,31,6,3,3,3261,1730,1531,0.682,4242,65,0.667,0.531
720357483,Existing Customer,46,F,1,College,Married,Less than $40K,Blue,23,5,2,1,1723,1010,713,0.704,4112,82,0.864,0.586
803339583,Existing Customer,49,F,2,Post-Graduate,Married,Less than $40K,Blue,44,4,4,2,1644,0,1644,1.033,4898,82,0.783,0
708972783,Attrited Customer,48,F,4,College,Married,Less than $40K,Blue,37,3,2,3,1745,0,1745,0.657,2297,44,0.63,0
710157108,Existing Customer,42,F,3,Graduate,Single,$40K - $60K,Blue,33,6,2,3,3376,1661,1715,0.618,4629,75,0.923,0.492
721483158,Existing Customer,47,M,3,Graduate,Married,$60K - $80K,Blue,29,4,3,3,7298,0,7298,0.589,4512,72,0.756,0
767553333,Attrited Customer,45,M,3,Graduate,Single,$80K - $120K,Blue,39,1,3,3,8383,0,8383,0.809,2600,44,0.517,0
779870883,Existing Customer,45,F,4,High School,Single,$40K - $60K,Blue,29,3,2,1,4595,1781,2814,0.708,3746,68,0.545,0.388
817188408,Existing Customer,57,M,0,Uneducated,Divorced,$80K - $120K,Blue,39,4,4,3,2795,1832,963,0.839,4679,67,0.861,0.655
719723658,Existing Customer,49,F,2,Uneducated,Single,Less than $40K,Blue,39,6,1,3,1768,0,1768,0.788,4628,90,0.837,0
806189658,Existing Customer,50,F,2,Uneducated,Single,Less than $40K,Blue,45,4,2,3,1780,893,887,0.609,4630,73,0.587,0.502
789070233,Existing Customer,51,F,3,Graduate,Divorced,Less than $40K,Blue,39,5,4,3,2987,1764,1223,0.686,4339,72,0.6,0.591
809452383,Existing Customer,37,F,2,Graduate,Married,Less than $40K,Blue,32,6,1,3,1438.3,0,1438.3,0.707,4733,89,0.816,0
712407783,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,28,5,3,3,1809,1181,628,0.656,4452,83,0.596,0.653
714013983,Attrited Customer,37,F,4,Post-Graduate,Married,Less than $40K,Blue,36,3,3,3,1586,0,1586,0.497,2109,41,0.414,0
753208833,Existing Customer,43,F,5,Uneducated,Married,$40K - $60K,Blue,36,5,3,2,2311,1320,991,0.658,3967,71,0.69,0.571
721241583,Existing Customer,48,F,3,Graduate,Married,Less than $40K,Blue,43,5,3,2,2109,1205,904,0.514,2935,60,0.935,0.571
713695158,Existing Customer,51,F,4,Uneducated,Divorced,Less than $40K,Blue,40,5,4,3,1562,1057,505,0.807,5019,78,0.696,0.677
823878408,Existing Customer,39,M,4,Graduate,Married,$80K - $120K,Blue,35,6,2,1,2981,757,2224,0.764,4824,76,0.81,0.254
779533983,Existing Customer,47,M,2,College,Divorced,$80K - $120K,Blue,31,3,1,3,5295,723,4572,0.793,4412,90,0.579,0.137
713583408,Attrited Customer,51,F,4,Graduate,Single,$40K - $60K,Blue,37,2,3,2,4708,920,3788,0.544,2179,50,1.273,0.195
714037308,Existing Customer,54,M,2,High School,Married,$60K - $80K,Blue,50,3,1,3,2210,1002,1208,0.938,4798,86,0.654,0.453
795684783,Existing Customer,48,M,4,High School,Single,$60K - $80K,Blue,42,5,4,2,2384,1596,788,0.831,3149,59,0.903,0.669
718645308,Existing Customer,35,M,4,College,Married,Less than $40K,Blue,36,3,3,3,2311,1222,1089,0.674,4730,89,0.745,0.529
713957283,Attrited Customer,42,F,4,Uneducated,Married,Less than $40K,Blue,23,3,2,3,3214,0,3214,0.435,2119,44,0.517,0
715058433,Existing Customer,43,F,4,Uneducated,Married,Less than $40K,Blue,36,5,3,3,3006,879,2127,0.759,5125,87,0.74,0.292
720180633,Existing Customer,50,M,2,College,Married,$120K +,Blue,36,3,2,3,3390,2385,1005,0.656,4128,73,0.698,0.704
815539233,Attrited Customer,54,M,4,High School,Single,$80K - $120K,Silver,49,1,3,4,34516,214,34302,0,1201,22,0,0.006
717960033,Existing Customer,52,F,1,Graduate,Single,Less than $40K,Blue,44,6,3,1,2484,1495,989,0.922,4084,86,0.536,0.602
825368658,Existing Customer,40,F,4,High School,Single,Less than $40K,Blue,36,5,5,3,2932,1664,1268,0.612,4795,82,0.708,0.568
713914683,Existing Customer,44,F,1,Graduate,Single,$40K - $60K,Blue,36,3,4,2,1484,885,599,0.951,4819,74,0.805,0.596
711716133,Attrited Customer,42,F,3,High School,Married,$40K - $60K,Blue,34,6,3,1,1585,1381,204,0.706,2360,40,0.379,0.871
708768258,Existing Customer,51,F,4,Doctorate,Married,Less than $40K,Blue,43,6,1,2,2066,1077,989,0.715,4678,91,0.655,0.521
719538183,Existing Customer,47,M,1,High School,Married,$60K - $80K,Blue,36,4,4,3,20789,0,20789,0.82,4105,67,0.718,0
718957083,Existing Customer,48,F,1,Graduate,Single,Less than $40K,Blue,35,5,2,2,1449,0,1449,0.785,4797,88,0.913,0
720872433,Attrited Customer,39,F,1,Uneducated,Single,$40K - $60K,Blue,28,5,3,6,3911,0,3911,0.897,2867,42,0.556,0
788994783,Existing Customer,48,F,3,Graduate,Single,Less than $40K,Blue,35,3,4,3,1815,557,1258,0.672,4519,76,0.854,0.307
803380383,Existing Customer,46,F,5,Graduate,Divorced,Less than $40K,Blue,40,3,3,3,1592,925,667,0.804,4615,90,0.667,0.581
827062158,Existing Customer,58,M,2,High School,Single,$80K - $120K,Blue,54,6,3,2,22981,1696,21285,0.466,4192,66,0.571,0.074
710669733,Existing Customer,38,F,1,Graduate,Single,$40K - $60K,Blue,36,4,2,2,2358,1965,393,0.614,4922,80,0.6,0.833
716498883,Existing Customer,48,M,4,Graduate,Single,$80K - $120K,Blue,36,6,4,1,22067,685,21382,0.605,3577,64,0.882,0.031
780529908,Existing Customer,43,F,3,College,Single,Less than $40K,Blue,30,3,3,2,2023,1331,692,0.624,5098,79,0.681,0.658
714572208,Existing Customer,59,M,2,Graduate,Single,$60K - $80K,Blue,36,6,3,2,1438.3,788,650.3,0.741,4297,65,0.585,0.548
708976908,Attrited Customer,40,M,3,Post-Graduate,Single,$80K - $120K,Blue,36,4,4,3,8958,0,8958,0.483,2131,43,0.387,0
721409358,Existing Customer,36,F,1,Uneducated,Single,Less than $40K,Blue,21,3,2,1,1937,733,1204,0.826,4547,73,0.973,0.378
789087858,Existing Customer,60,F,0,Graduate,Married,$40K - $60K,Blue,48,4,2,1,3361,2473,888,0.895,4589,69,1.029,0.736
711264033,Existing Customer,47,M,3,Doctorate,Divorced,$40K - $60K,Blue,36,4,2,3,4786,1516,3270,0.94,4973,74,0.85,0.317
789271533,Existing Customer,51,F,1,Doctorate,Single,Less than $40K,Blue,40,5,3,2,1438.3,908,530.3,0.615,4653,74,0.897,0.631
720152058,Existing Customer,42,F,1,Doctorate,Single,Less than $40K,Blue,35,5,1,3,2725,2444,281,0.959,4965,85,0.809,0.897
808669083,Existing Customer,52,F,1,Graduate,Married,Less than $40K,Blue,47,3,1,3,1438.3,0,1438.3,0.775,5015,68,0.789,0
771422883,Attrited Customer,57,F,3,Graduate,Married,Less than $40K,Blue,45,1,4,2,1759,186,1573,0.756,2705,35,0.522,0.106
717570258,Existing Customer,46,M,5,Graduate,Married,Less than $40K,Blue,35,6,2,2,2206,1722,484,0.973,4455,67,0.763,0.781
780653208,Existing Customer,47,F,3,College,Married,Less than $40K,Blue,36,5,4,2,3300,2517,783,0.94,3784,55,1.115,0.763
709077933,Existing Customer,26,F,0,High School,Married,Less than $40K,Blue,18,5,3,2,5422,682,4740,0.892,4460,62,0.676,0.126
708894183,Existing Customer,53,M,3,College,Single,$120K +,Silver,44,4,4,2,34516,1073,33443,0.558,4485,86,0.755,0.031
708186933,Attrited Customer,33,M,1,Graduate,Single,$60K - $80K,Blue,36,4,3,2,1819,725,1094,0.737,2254,45,0.406,0.399
778937583,Existing Customer,46,F,3,Uneducated,Married,Less than $40K,Blue,29,5,1,1,2228,1449,779,0.61,4382,83,0.694,0.65
815315058,Attrited Customer,48,F,4,High School,Married,$40K - $60K,Blue,43,4,2,2,1438.3,0,1438.3,0.722,2520,45,0.452,0
751607058,Existing Customer,45,M,2,Doctorate,Married,$120K +,Blue,38,4,3,3,1686,0,1686,0.812,4413,77,0.75,0
827123883,Existing Customer,53,M,4,High School,Single,$60K - $80K,Blue,49,5,1,2,3858,0,3858,0.67,4472,92,0.614,0
711473058,Existing Customer,44,M,4,Graduate,Divorced,$60K - $80K,Blue,32,6,3,2,11651,1368,10283,0.563,3870,64,0.561,0.117
713512308,Attrited Customer,50,F,0,Graduate,Single,Less than $40K,Blue,41,2,3,1,3423,0,3423,0.505,2229,45,0.406,0
709581483,Attrited Customer,40,F,4,Doctorate,Married,Less than $40K,Blue,21,1,2,1,2984,2517,467,0.574,2373,53,0.359,0.843
711201108,Attrited Customer,37,F,3,High School,Single,Less than $40K,Blue,29,3,3,3,1653,0,1653,0.517,2284,35,0.296,0
708784083,Existing Customer,47,F,3,Uneducated,Single,Less than $40K,Blue,36,5,2,1,2723,1588,1135,0.852,4307,83,0.844,0.583
712838358,Existing Customer,40,F,4,Uneducated,Married,Less than $40K,Blue,31,5,2,3,1438.3,0,1438.3,0.553,4702,84,0.714,0
714887808,Attrited Customer,43,F,1,Uneducated,Single,Less than $40K,Blue,36,1,3,2,1818,0,1818,0.758,2279,50,0.724,0
716581983,Existing Customer,56,F,0,College,Married,$40K - $60K,Blue,36,5,2,3,4384,929,3455,0.678,4792,91,0.75,0.212
808981608,Existing Customer,50,F,2,Uneducated,Married,Less than $40K,Blue,45,4,1,0,5452,540,4912,0.539,4220,66,0.737,0.099
811942983,Existing Customer,55,M,2,High School,Married,$120K +,Blue,50,3,2,3,17627,1756,15871,0.757,4836,74,0.721,0.1
714519408,Attrited Customer,44,F,3,College,Married,Less than $40K,Blue,36,2,3,3,5357,2139,3218,0.499,1979,48,0.655,0.399
809127858,Existing Customer,51,F,1,Post-Graduate,Single,$40K - $60K,Blue,46,4,1,3,2275,1219,1056,0.639,4807,72,0.6,0.536
712740108,Attrited Customer,43,F,4,Uneducated,Divorced,Less than $40K,Blue,33,6,3,1,1706,0,1706,0.601,2371,45,0.5,0
720251358,Attrited Customer,54,F,2,High School,Divorced,Less than $40K,Blue,36,6,3,1,3591,2517,1074,0.665,2313,43,0.536,0.701
713935533,Existing Customer,44,M,3,Graduate,Single,$40K - $60K,Silver,29,5,1,3,19360,870,18490,0.532,3966,78,0.902,0.045
795844983,Existing Customer,45,F,3,High School,Married,$40K - $60K,Blue,39,6,4,1,2851,0,2851,0.482,3916,64,0.829,0
828294933,Attrited Customer,49,F,3,High School,Married,Less than $40K,Blue,45,3,2,3,2951,2437,514,0.765,2519,36,0.565,0.826
713531808,Existing Customer,38,F,1,Doctorate,Married,Less than $40K,Blue,28,6,1,1,1438.3,0,1438.3,0.813,4475,74,0.644,0
712307283,Attrited Customer,54,M,1,College,Single,$120K +,Blue,37,6,2,3,9090,2517,6573,0.661,2239,43,0.72,0.277
715778358,Existing Customer,45,M,5,Graduate,Married,$120K +,Blue,26,6,3,2,34516,797,33719,1.133,3643,59,1.034,0.023
712781883,Existing Customer,36,F,1,Uneducated,Married,Less than $40K,Blue,36,6,1,3,2611,537,2074,0.848,5121,83,0.804,0.206
771497283,Existing Customer,40,F,2,High School,Divorced,Less than $40K,Blue,28,4,6,3,2917,1310,1607,0.757,4736,79,0.795,0.449
714991608,Existing Customer,41,F,3,High School,Single,$40K - $60K,Blue,31,3,3,2,1438.3,913,525.3,0.981,4300,68,0.619,0.635
779848383,Attrited Customer,37,F,3,Graduate,Single,Less than $40K,Blue,21,4,2,2,1784,577,1207,0.542,2348,47,0.516,0.323
715495308,Existing Customer,43,F,4,Graduate,Single,Less than $40K,Blue,36,5,4,1,8919,2231,6688,0.562,3923,73,1.028,0.25
712431183,Existing Customer,52,F,2,Uneducated,Single,Less than $40K,Blue,37,4,3,1,2164,0,2164,0.688,5282,80,0.818,0
718324983,Existing Customer,60,F,0,College,Married,Less than $40K,Blue,49,5,3,3,1634,1155,479,0.874,4522,83,0.766,0.707
713541033,Existing Customer,39,F,1,College,Single,Less than $40K,Blue,32,4,2,3,2144,1557,587,0.775,4571,85,0.848,0.726
789698733,Existing Customer,40,F,4,Uneducated,Married,Less than $40K,Blue,27,5,3,1,4788,1088,3700,0.808,4438,78,0.95,0.227
787514433,Existing Customer,34,F,3,College,Married,Less than $40K,Blue,23,3,3,3,2164,1176,988,0.835,5075,71,0.868,0.543
811081083,Existing Customer,48,F,3,Uneducated,Single,Less than $40K,Blue,43,5,4,2,1532,1183,349,0.617,4359,78,0.857,0.772
717371583,Attrited Customer,56,F,2,Uneducated,Single,Less than $40K,Blue,36,1,3,5,1883,400,1483,0.528,1954,45,0.5,0.212
715579233,Existing Customer,44,F,3,Doctorate,Single,$40K - $60K,Blue,40,4,1,3,3659,1356,2303,0.715,4861,74,0.762,0.371
781930233,Existing Customer,47,F,2,High School,Married,Less than $40K,Blue,37,6,1,1,2946,2338,608,0.58,4717,70,0.628,0.794
716825808,Existing Customer,45,F,3,Uneducated,Divorced,Less than $40K,Blue,36,5,1,0,2697,2216,481,0.681,4063,75,0.786,0.822
788418933,Existing Customer,35,F,2,Graduate,Married,$40K - $60K,Blue,27,5,2,3,1613,1085,528,0.659,5000,85,0.848,0.673
788898933,Existing Customer,42,F,4,College,Married,Less than $40K,Blue,27,6,2,1,2043,0,2043,1.019,5198,77,0.711,0
712163433,Attrited Customer,47,M,3,Uneducated,Married,$40K - $60K,Blue,29,1,2,4,1684,644,1040,0.723,2164,36,0.714,0.382
820868508,Existing Customer,47,M,2,College,Married,$40K - $60K,Blue,43,3,4,1,7106,736,6370,0.687,5192,75,0.562,0.104
789240258,Existing Customer,50,F,2,Uneducated,Single,$40K - $60K,Blue,35,4,3,1,2784,2458,326,0.798,4904,81,0.8,0.883
716951658,Existing Customer,51,F,3,High School,Single,$40K - $60K,Blue,38,5,3,1,5536,0,5536,0.695,4281,82,0.822,0
718932633,Existing Customer,45,F,3,College,Married,Less than $40K,Blue,35,3,2,2,1717,1156,561,0.647,4301,64,0.641,0.673
715306983,Attrited Customer,42,M,5,High School,Married,$60K - $80K,Blue,36,1,2,3,1866,0,1866,0.798,2833,42,0.355,0
789637308,Attrited Customer,45,F,2,College,Divorced,$40K - $60K,Blue,39,4,3,4,3076,0,3076,0.734,2580,50,0.429,0
717247383,Existing Customer,48,M,4,Graduate,Single,$40K - $60K,Blue,36,5,2,3,7514,0,7514,0.514,4789,69,0.408,0
714842208,Existing Customer,52,F,2,Graduate,Married,$40K - $60K,Blue,36,6,4,2,2804,1782,1022,0.698,4357,69,0.605,0.636
794172033,Attrited Customer,58,F,1,Post-Graduate,Divorced,Less than $40K,Blue,52,4,1,3,1817,0,1817,0.503,2347,45,0.452,0
713592408,Existing Customer,43,F,3,High School,Married,Less than $40K,Blue,28,3,3,2,2590,0,2590,0.63,3391,66,0.833,0
709314408,Existing Customer,39,F,2,College,Single,$40K - $60K,Blue,29,5,3,1,4938,1593,3345,0.7,4516,82,0.783,0.323
715957233,Existing Customer,53,M,3,College,Single,$60K - $80K,Blue,36,5,1,1,19940,2018,17922,0.42,4694,75,0.786,0.101
719632683,Existing Customer,40,M,3,Graduate,Single,$40K - $60K,Blue,30,6,3,3,2583,2235,348,0.508,4500,83,0.509,0.865
708136908,Existing Customer,62,F,0,Graduate,Single,Less than $40K,Blue,53,5,2,2,2616,801,1815,0.719,4655,68,0.511,0.306
714520233,Attrited Customer,59,F,0,Graduate,Married,Less than $40K,Blue,36,2,3,2,1708,0,1708,0.443,1992,38,0.357,0
767058183,Existing Customer,53,F,1,Graduate,Divorced,Less than $40K,Blue,46,5,4,3,3424,1333,2091,0.667,4485,61,0.694,0.389
770800683,Existing Customer,48,F,3,Post-Graduate,Married,Less than $40K,Blue,35,3,3,3,2640,2133,507,1.008,4956,72,0.846,0.808
717725433,Attrited Customer,54,F,2,Graduate,Married,$40K - $60K,Blue,44,3,4,2,1606,0,1606,0.763,2258,37,0.609,0
720600858,Existing Customer,41,M,4,Graduate,Married,$60K - $80K,Blue,26,5,2,2,5633,1395,4238,0.542,3695,75,0.63,0.248
717797658,Existing Customer,57,F,2,Graduate,Married,Less than $40K,Blue,45,6,2,2,1438.3,740,698.3,0.698,4970,87,0.933,0.514
779458383,Existing Customer,50,F,3,High School,Married,Less than $40K,Blue,32,6,2,3,2590,2087,503,0.7,4248,73,0.78,0.806
713948808,Existing Customer,55,M,3,High School,Single,$60K - $80K,Blue,47,3,2,2,1602,962,640,0.834,4873,97,0.764,0.6
710456658,Existing Customer,50,F,4,Graduate,Married,Less than $40K,Blue,31,4,2,1,2080,1799,281,0.651,5130,82,0.864,0.865
713546883,Existing Customer,47,M,2,Graduate,Divorced,$60K - $80K,Blue,29,5,2,3,4786,1553,3233,0.61,5039,76,0.81,0.324
711447783,Existing Customer,53,F,2,Graduate,Single,Less than $40K,Blue,38,4,2,3,2375,1353,1022,0.804,5000,76,0.617,0.57
718020408,Existing Customer,60,F,1,Graduate,Married,Less than $40K,Blue,36,3,4,3,1977,545,1432,0.901,4393,72,0.946,0.276
719475633,Existing Customer,42,M,3,Post-Graduate,Married,$80K - $120K,Blue,30,6,2,3,13908,0,13908,0.719,4319,81,0.976,0
719654283,Existing Customer,52,F,2,Graduate,Married,$40K - $60K,Silver,42,3,3,2,19220,0,19220,0.997,4642,81,0.761,0
720114633,Existing Customer,44,F,5,High School,Single,Less than $40K,Blue,30,3,3,1,2709,1726,983,0.698,5056,89,0.78,0.637
816315558,Existing Customer,38,M,1,High School,Single,$60K - $80K,Blue,33,5,4,1,1503,879,624,0.776,4439,77,0.604,0.585
712567083,Existing Customer,51,M,1,High School,Married,$80K - $120K,Blue,36,5,2,2,9186,0,9186,0.658,4986,88,0.76,0
711302883,Existing Customer,50,F,0,Graduate,Single,Less than $40K,Blue,46,3,2,2,2165,1392,773,0.734,4194,72,0.946,0.643
718641483,Existing Customer,53,F,3,Graduate,Married,Less than $40K,Blue,42,3,1,1,2404,1109,1295,0.639,4519,72,0.636,0.461
710690733,Attrited Customer,47,F,3,Graduate,Married,Less than $40K,Blue,35,4,3,2,1666,0,1666,0.92,2816,38,0.52,0
718441308,Existing Customer,41,M,2,Graduate,Single,$60K - $80K,Blue,31,3,1,3,8228,1935,6293,0.627,4933,68,0.545,0.235
772243833,Existing Customer,54,F,0,Doctorate,Single,Less than $40K,Blue,43,4,1,3,3186,968,2218,0.696,4077,75,0.63,0.304
711992133,Existing Customer,53,F,1,Uneducated,Married,Less than $40K,Blue,41,4,2,2,2596,868,1728,0.743,4801,72,0.714,0.334
779084208,Attrited Customer,43,F,3,High School,Divorced,Less than $40K,Blue,24,4,2,2,1662,613,1049,0.868,2326,31,0.55,0.369
715304958,Attrited Customer,42,F,3,Graduate,Single,Less than $40K,Blue,27,6,2,2,2053,0,2053,0.866,3053,50,0.562,0
709836258,Existing Customer,45,F,4,Graduate,Married,Less than $40K,Blue,41,5,1,2,1927,1337,590,0.667,5127,81,0.653,0.694
715950483,Attrited Customer,39,F,1,Uneducated,Married,$40K - $60K,Blue,27,3,3,3,2821,725,2096,0.704,2397,35,0.296,0.257
798281808,Existing Customer,48,M,4,High School,Married,$60K - $80K,Blue,42,5,4,3,3879,1214,2665,0.924,5158,79,0.681,0.313
711919608,Attrited Customer,42,F,3,Graduate,Married,Less than $40K,Blue,36,4,3,2,2031,1720,311,0.713,2702,32,0.778,0.847
709993158,Existing Customer,46,F,2,Graduate,Married,Less than $40K,Blue,31,5,2,0,2330,1584,746,0.78,3917,71,0.651,0.68
767815233,Existing Customer,46,F,3,College,Married,Less than $40K,Blue,40,6,4,2,1438.3,0,1438.3,0.714,4283,88,0.833,0
717624708,Attrited Customer,59,M,2,High School,Divorced,Less than $40K,Blue,51,6,5,3,1438.3,0,1438.3,0.734,2589,49,0.69,0
720015183,Existing Customer,60,M,1,Graduate,Married,$120K +,Blue,46,6,3,1,5130,2048,3082,0.776,4601,88,0.76,0.399
713736333,Attrited Customer,41,F,3,Uneducated,Married,$40K - $60K,Blue,36,1,3,4,3606,0,3606,0.37,1829,41,0.519,0
717836733,Existing Customer,49,F,1,Graduate,Married,Less than $40K,Blue,36,6,2,1,5153,1378,3775,0.744,4274,81,0.723,0.267
712619808,Existing Customer,47,F,3,College,Single,Less than $40K,Blue,36,3,2,1,2500,1169,1331,0.638,4265,87,0.812,0.468
712221408,Existing Customer,42,M,4,Graduate,Single,$40K - $60K,Blue,33,5,3,2,2654,1489,1165,0.668,4767,82,0.673,0.561
714213708,Attrited Customer,35,F,3,College,Single,Less than $40K,Blue,25,4,3,2,3611,2517,1094,0.537,2178,45,0.552,0.697
772323033,Existing Customer,44,F,4,Graduate,Single,Less than $40K,Blue,33,3,2,2,4606,1556,3050,0.676,4363,78,0.66,0.338
718848183,Existing Customer,50,M,2,Post-Graduate,Married,$80K - $120K,Blue,42,6,1,1,9873,1276,8597,0.791,4613,82,0.745,0.129
719034183,Existing Customer,46,F,3,Graduate,Single,Less than $40K,Blue,38,5,1,3,1555,1366,189,0.704,5490,86,0.755,0.878
720142308,Attrited Customer,52,F,2,Graduate,Married,Less than $40K,Blue,36,5,3,4,2160,0,2160,0.645,2360,56,0.647,0
718816158,Existing Customer,44,F,3,High School,Single,Less than $40K,Blue,33,3,3,3,5362,1984,3378,0.664,3851,87,0.642,0.37
818993508,Existing Customer,52,F,3,Graduate,Married,Less than $40K,Blue,47,4,4,2,2577,879,1698,0.74,5021,75,0.744,0.341
715672458,Existing Customer,47,M,5,Graduate,Single,$60K - $80K,Blue,36,6,3,2,2721,1264,1457,0.796,4557,71,0.972,0.465
789820308,Existing Customer,50,F,3,Graduate,Married,Less than $40K,Blue,40,3,2,2,2925,2065,860,0.692,3913,47,1.474,0.706
710785383,Attrited Customer,49,F,2,Graduate,Married,Less than $40K,Blue,39,3,3,1,2212,0,2212,0.942,2394,55,0.897,0
712837233,Existing Customer,46,M,2,High School,Single,$120K +,Blue,36,3,1,3,13001,1482,11519,0.552,3671,55,0.528,0.114
713597658,Attrited Customer,36,F,3,Uneducated,Single,Less than $40K,Blue,22,3,3,1,2784,2378,406,0.525,2021,57,0.676,0.854
713953383,Attrited Customer,50,M,1,Post-Graduate,Single,$60K - $80K,Blue,36,4,3,2,2317,0,2317,0.734,2214,41,0.519,0
716510658,Attrited Customer,50,F,0,Doctorate,Single,Less than $40K,Blue,38,4,3,3,2595,2353,242,0.924,2526,41,0.577,0.907
708125733,Existing Customer,46,F,2,College,Divorced,Less than $40K,Blue,36,4,3,1,1438.3,0,1438.3,0.906,4311,77,0.833,0
716484333,Existing Customer,46,F,2,Graduate,Married,Less than $40K,Blue,40,6,1,2,1696,1177,519,0.686,4410,84,0.826,0.694
719740008,Attrited Customer,51,F,4,High School,Married,Less than $40K,Blue,41,3,3,4,2791,940,1851,0.813,2584,49,0.441,0.337
717087858,Existing Customer,51,F,1,Graduate,Single,$40K - $60K,Blue,36,3,3,1,2146,967,1179,0.569,4253,74,0.721,0.451
711605208,Attrited Customer,61,M,0,Uneducated,Married,$80K - $120K,Blue,43,3,3,5,1438.3,0,1438.3,0.7,1958,47,0.424,0
792300858,Existing Customer,44,F,3,Graduate,Divorced,$40K - $60K,Blue,38,3,2,2,4269,1852,2417,0.682,4178,75,0.63,0.434
766550808,Existing Customer,45,F,3,Graduate,Married,$40K - $60K,Blue,38,3,6,1,4195,2440,1755,0.889,4430,72,0.714,0.582
718941183,Existing Customer,48,F,1,College,Married,Less than $40K,Blue,38,5,2,2,1832,748,1084,0.879,4376,87,0.812,0.408
708516558,Existing Customer,37,F,2,High School,Married,Less than $40K,Blue,36,3,2,1,2588,1782,806,0.546,4159,83,0.766,0.689
771230508,Existing Customer,46,F,4,College,Married,$40K - $60K,Blue,33,4,1,1,2423,429,1994,0.625,4717,80,0.739,0.177
710978058,Existing Customer,50,F,0,Uneducated,Single,$40K - $60K,Blue,41,6,2,3,7507,1697,5810,1.098,4651,71,1.029,0.226
713405133,Existing Customer,51,M,2,College,Married,$120K +,Blue,43,5,2,3,5232,1923,3309,0.629,4976,93,0.661,0.368
789472833,Existing Customer,42,F,2,College,Divorced,Less than $40K,Blue,33,3,3,1,2283,1690,593,0.874,4377,64,0.488,0.74
711099408,Existing Customer,35,F,4,High School,Single,Less than $40K,Blue,25,5,2,3,2684,1658,1026,0.669,4657,76,1,0.618
717790233,Existing Customer,37,F,2,College,Single,$40K - $60K,Blue,26,3,2,3,1438.3,743,695.3,0.561,4730,80,0.778,0.517
818791833,Existing Customer,42,F,3,Graduate,Married,Less than $40K,Blue,37,4,2,1,2730,1303,1427,1.308,4750,76,0.9,0.477
714408933,Attrited Customer,44,M,4,Graduate,Single,$80K - $120K,Blue,36,4,2,2,10834,0,10834,0.522,2249,51,0.594,0
713661933,Existing Customer,44,F,1,College,Married,Less than $40K,Blue,33,5,1,3,1522,0,1522,0.783,4835,70,0.489,0
818710233,Existing Customer,41,F,2,Graduate,Married,$40K - $60K,Blue,36,6,2,3,2329,1271,1058,0.729,4382,70,0.667,0.546
719463708,Existing Customer,47,F,1,Uneducated,Single,$40K - $60K,Blue,34,5,1,3,2099,1164,935,0.717,4471,80,0.667,0.555
708780783,Existing Customer,43,F,3,Graduate,Single,$40K - $60K,Blue,33,4,3,3,2434,1169,1265,0.689,4739,76,0.81,0.48
714735033,Existing Customer,45,F,5,Doctorate,Married,Less than $40K,Blue,34,4,2,2,1438.3,491,947.3,0.708,4376,84,0.787,0.341
709726158,Existing Customer,40,F,4,Graduate,Single,Less than $40K,Blue,26,5,3,0,2206,1110,1096,0.746,5196,92,0.614,0.503
770909433,Existing Customer,50,F,2,College,Married,$40K - $60K,Blue,37,6,2,1,3600,1904,1696,0.72,4946,75,0.531,0.529
717278808,Existing Customer,37,F,3,College,Married,Less than $40K,Blue,28,4,2,1,1788,0,1788,1.001,3511,56,0.931,0
712795833,Attrited Customer,34,F,4,Graduate,Married,Less than $40K,Blue,36,2,2,4,5021,2517,2504,0.587,2270,40,0.481,0.501
718892283,Existing Customer,43,M,2,Graduate,Married,$40K - $60K,Blue,34,3,2,1,4396,0,4396,0.592,4771,78,1.053,0
720294258,Existing Customer,40,F,4,Graduate,Single,Less than $40K,Blue,30,4,2,2,2558,0,2558,0.728,4635,82,0.64,0
712593933,Attrited Customer,40,M,3,Doctorate,Married,$40K - $60K,Blue,36,3,3,4,2313,0,2313,0.673,2249,42,0.312,0
711343233,Existing Customer,53,F,3,Uneducated,Married,Less than $40K,Blue,36,3,1,3,1438.3,1183,255.3,0.841,4551,65,0.667,0.822
712394283,Existing Customer,44,F,4,Graduate,Divorced,Less than $40K,Blue,30,4,3,2,1791,1314,477,0.725,5109,79,0.756,0.734
790021233,Existing Customer,52,F,3,Uneducated,Single,Less than $40K,Blue,44,3,3,2,2300,1598,702,0.813,4287,84,0.714,0.695
711890808,Existing Customer,42,F,3,Graduate,Married,Less than $40K,Blue,36,4,2,2,2526,2048,478,0.716,4267,72,0.8,0.811
714164808,Attrited Customer,42,F,4,Graduate,Married,$40K - $60K,Blue,33,4,3,2,2918,0,2918,0.559,2056,54,0.459,0
789533133,Existing Customer,45,M,3,High School,Married,$60K - $80K,Blue,37,5,1,2,4995,1766,3229,0.76,4389,82,0.864,0.354
779523258,Existing Customer,34,M,2,Graduate,Married,$40K - $60K,Blue,17,6,2,1,3323,1062,2261,0.729,4610,78,0.773,0.32
719617758,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,48,3,1,3,2464,1794,670,0.682,4610,76,0.9,0.728
710500983,Attrited Customer,43,M,2,College,Single,$80K - $120K,Blue,34,2,4,3,4617,1035,3582,0.36,1779,35,0.591,0.224
711851583,Existing Customer,50,M,2,Graduate,Married,$120K +,Blue,42,6,2,1,8220,1015,7205,1.063,4794,77,0.878,0.123
779405133,Existing Customer,40,F,3,College,Single,Less than $40K,Blue,29,4,3,1,5716,623,5093,0.673,4387,79,0.881,0.109
711904008,Attrited Customer,40,M,4,High School,Married,$60K - $80K,Blue,36,4,3,5,5869,0,5869,0.642,2203,41,0.519,0
717666783,Attrited Customer,56,F,3,College,Single,Less than $40K,Blue,46,1,3,3,2272,1350,922,0.762,2354,49,0.96,0.594
719911458,Existing Customer,49,F,5,High School,Married,Less than $40K,Blue,36,4,2,3,2598,1848,750,0.547,4396,78,0.814,0.711
787506558,Existing Customer,50,M,3,Graduate,Single,$60K - $80K,Blue,38,4,1,1,10762,703,10059,0.548,4509,71,0.543,0.065
719046558,Existing Customer,39,M,2,Graduate,Married,$60K - $80K,Blue,36,6,3,3,1982,1751,231,0.843,4313,62,0.676,0.883
720731808,Attrited Customer,52,F,3,Graduate,Single,Less than $40K,Blue,38,2,3,4,2437,0,2437,0.912,3068,53,0.656,0
745124658,Existing Customer,42,F,3,High School,Single,Less than $40K,Blue,35,5,2,1,2563,1579,984,0.924,4838,70,0.707,0.616
789907533,Attrited Customer,49,M,3,Graduate,Married,$80K - $120K,Blue,40,4,2,3,4576,193,4383,0.85,3100,54,0.742,0.042
716466483,Existing Customer,44,F,3,Uneducated,Single,$40K - $60K,Blue,34,3,3,3,2245,1342,903,0.687,4624,87,0.706,0.598
715919283,Attrited Customer,39,F,4,College,Single,$40K - $60K,Blue,36,3,2,3,1776,0,1776,0.518,2201,31,0.292,0
756736008,Existing Customer,45,F,2,Post-Graduate,Married,Less than $40K,Blue,38,3,2,3,2911,1471,1440,0.871,4450,62,0.771,0.505
772857558,Existing Customer,47,M,4,Graduate,Married,$60K - $80K,Blue,30,4,2,3,2257,896,1361,0.68,4618,94,0.516,0.397
714559458,Attrited Customer,46,M,4,College,Married,$60K - $80K,Blue,36,4,2,1,1681,0,1681,0.464,1953,48,0.5,0
798011733,Existing Customer,53,F,3,Graduate,Married,Less than $40K,Blue,47,4,1,2,1562,751,811,0.925,4574,81,0.976,0.481
712560558,Existing Customer,55,F,3,College,Single,Less than $40K,Blue,42,5,2,1,1438.3,0,1438.3,0.612,4660,87,0.891,0
711391308,Existing Customer,46,F,4,Uneducated,Married,$40K - $60K,Blue,34,6,3,3,2168,1704,464,0.725,4584,92,0.769,0.786
717688233,Existing Customer,34,F,4,High School,Married,$40K - $60K,Blue,28,6,1,0,2432,851,1581,0.873,4760,69,0.917,0.35
721093608,Existing Customer,44,M,2,High School,Single,$40K - $60K,Blue,31,5,1,1,2197,0,2197,0.921,4548,64,0.641,0
712669983,Existing Customer,39,M,3,Graduate,Single,$80K - $120K,Blue,30,5,3,3,10009,1604,8405,0.449,4347,75,0.786,0.16
712012758,Existing Customer,49,F,2,Uneducated,Married,Less than $40K,Blue,41,5,1,3,2189,1860,329,0.834,4195,81,0.653,0.85
821813058,Existing Customer,42,M,1,High School,Divorced,$80K - $120K,Blue,38,4,2,1,11946,1172,10774,0.614,4862,77,0.878,0.098
778152108,Existing Customer,31,F,0,High School,Single,Less than $40K,Blue,23,4,2,3,2239,1256,983,0.605,4986,83,0.976,0.561
719633508,Existing Customer,52,F,1,Doctorate,Married,Less than $40K,Blue,39,3,1,1,1663,0,1663,0.707,4875,86,0.654,0
716689383,Existing Customer,39,F,2,Graduate,Married,$40K - $60K,Blue,26,4,1,1,3649,929,2720,0.633,3964,77,0.75,0.255
713177808,Existing Customer,57,F,3,College,Single,Less than $40K,Blue,51,5,1,0,2894,0,2894,0.886,5405,87,0.706,0
708897408,Existing Customer,46,M,3,College,Single,$60K - $80K,Blue,36,4,2,3,1621,787,834,0.551,4719,73,0.738,0.486
710855508,Existing Customer,45,F,3,Uneducated,Married,Less than $40K,Blue,33,4,3,1,2740,1786,954,0.597,4327,70,1.333,0.652
715303608,Existing Customer,46,F,4,High School,Married,Less than $40K,Blue,36,5,2,1,2374,1332,1042,0.686,4253,81,0.884,0.561
712998033,Attrited Customer,37,M,3,High School,Single,$120K +,Blue,36,3,2,2,7361,0,7361,0.59,2109,44,0.571,0
712843983,Attrited Customer,41,F,2,College,Divorced,Less than $40K,Blue,36,3,3,4,1569,257,1312,0.408,2288,45,0.667,0.164
717947508,Existing Customer,47,M,3,Uneducated,Divorced,$80K - $120K,Blue,34,5,1,3,1626,1013,613,0.826,5262,83,0.729,0.623
718183833,Existing Customer,30,F,1,Graduate,Single,Less than $40K,Blue,18,4,2,1,1438.3,0,1438.3,0.6,4322,68,0.619,0
771928608,Existing Customer,34,M,1,Uneducated,Single,$60K - $80K,Blue,23,6,1,1,2033,1832,201,0.938,4110,74,0.947,0.901
816761433,Existing Customer,36,M,2,College,Single,$80K - $120K,Blue,31,5,2,3,5821,764,5057,0.688,5291,96,0.684,0.131
714245358,Existing Customer,47,F,3,Graduate,Divorced,Less than $40K,Blue,36,3,3,2,2182,1566,616,0.574,3935,77,0.711,0.718
716313858,Existing Customer,53,F,3,Graduate,Married,Less than $40K,Blue,36,6,4,0,3319,913,2406,0.612,4560,84,1.049,0.275
714868608,Existing Customer,52,F,4,Graduate,Married,Less than $40K,Blue,36,6,3,1,3021,1530,1491,0.731,4105,76,0.767,0.506
717273333,Existing Customer,49,M,5,College,Married,$80K - $120K,Blue,37,3,2,2,29219,0,29219,0.77,4575,84,0.68,0
711631158,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,42,6,2,2,1438.3,869,569.3,0.821,4664,77,0.878,0.604
822051858,Existing Customer,26,F,0,Graduate,Single,Less than $40K,Blue,22,3,1,3,1486,0,1486,0.734,4535,82,0.907,0
717971208,Existing Customer,39,F,5,Graduate,Single,Less than $40K,Blue,28,3,3,2,2077,0,2077,0.59,3647,69,0.917,0
718829358,Existing Customer,40,F,3,Uneducated,Divorced,$40K - $60K,Blue,32,3,1,2,1956,958,998,0.789,4977,76,0.854,0.49
714144258,Existing Customer,43,F,3,Graduate,Married,Less than $40K,Blue,34,6,2,1,2725,2517,208,0.482,4430,66,0.692,0.924
709965858,Existing Customer,46,M,1,High School,Married,$120K +,Blue,28,4,3,3,9880,1792,8088,0.804,4609,80,0.951,0.181
779980758,Existing Customer,58,M,2,High School,Divorced,$60K - $80K,Blue,46,6,2,0,2467,1176,1291,0.811,4744,73,0.921,0.477
811775883,Existing Customer,46,M,4,Graduate,Divorced,$60K - $80K,Blue,41,4,2,1,5397,2336,3061,0.67,4734,96,0.846,0.433
799720158,Existing Customer,50,M,1,Graduate,Single,$80K - $120K,Blue,44,3,3,2,3370,1133,2237,0.722,4726,86,0.686,0.336
713503983,Existing Customer,55,F,3,College,Married,$40K - $60K,Blue,36,5,1,3,2240,1231,1009,0.637,3623,71,0.69,0.55
715910883,Existing Customer,48,F,1,High School,Married,Less than $40K,Blue,40,5,4,3,4170,1384,2786,0.77,4532,94,0.649,0.332
718142958,Existing Customer,46,M,4,Graduate,Single,$60K - $80K,Blue,27,3,3,2,21839,960,20879,0.566,5623,94,0.516,0.044
719359458,Existing Customer,49,F,2,Uneducated,Single,Less than $40K,Blue,42,6,3,2,1991,0,1991,0.954,4527,66,0.61,0
714869958,Existing Customer,55,M,2,Uneducated,Single,$120K +,Blue,36,6,2,3,29795,2364,27431,0.759,3949,71,0.919,0.079
719834208,Existing Customer,42,M,2,Graduate,Married,$60K - $80K,Blue,35,6,1,2,2131,1288,843,0.797,4264,81,0.841,0.604
779305008,Existing Customer,41,F,4,High School,Single,Less than $40K,Blue,23,3,2,2,2787,2053,734,0.76,4949,76,0.551,0.737
719606133,Existing Customer,42,M,2,Graduate,Single,$60K - $80K,Blue,31,3,2,1,5169,2296,2873,0.773,4656,88,0.796,0.444
720656883,Existing Customer,50,F,3,Graduate,Single,Less than $40K,Blue,40,3,3,1,1848,501,1347,0.653,4600,69,0.683,0.271
709408983,Existing Customer,54,M,2,High School,Married,$120K +,Blue,42,3,2,3,5256,889,4367,0.559,5078,91,0.685,0.169
778932633,Existing Customer,57,F,2,Graduate,Married,Less than $40K,Blue,40,5,3,2,1629,1185,444,0.766,4897,83,0.886,0.727
708669408,Existing Customer,54,M,5,College,Single,$60K - $80K,Blue,45,6,1,3,20401,0,20401,0.723,4637,75,0.562,0
779947908,Existing Customer,56,M,2,Graduate,Divorced,$120K +,Blue,45,3,3,1,3296,1435,1861,0.968,4327,66,0.737,0.435
716007708,Existing Customer,48,M,2,Graduate,Married,$120K +,Blue,37,3,1,2,8956,1279,7677,0.864,4814,73,1.212,0.143
767574108,Existing Customer,49,F,1,College,Married,Less than $40K,Blue,43,4,3,2,1438.3,786,652.3,0.609,4094,64,0.561,0.546
720777558,Existing Customer,46,F,4,Graduate,Single,Less than $40K,Blue,38,6,2,2,2671,1713,958,0.732,4519,79,0.795,0.641
816841083,Existing Customer,58,F,3,College,Married,Less than $40K,Blue,53,4,3,1,2493,1566,927,0.767,4867,90,0.607,0.628
778849908,Existing Customer,59,F,1,Doctorate,Married,Less than $40K,Blue,40,3,3,1,2687,2452,235,0.817,4697,81,0.761,0.913
713381433,Attrited Customer,38,F,1,High School,Married,Less than $40K,Blue,28,3,3,3,4196,731,3465,0.485,1868,30,0.2,0.174
718607883,Existing Customer,41,M,3,Post-Graduate,Single,$80K - $120K,Blue,30,4,2,2,17890,2517,15373,0.983,4831,81,0.8,0.141
710542983,Existing Customer,48,F,4,Graduate,Married,Less than $40K,Blue,21,4,6,0,1930,0,1930,0.815,5033,87,0.582,0
721253508,Existing Customer,40,M,3,High School,Married,$80K - $120K,Blue,36,6,3,1,9599,2356,7243,0.791,4754,84,0.68,0.245
801037833,Existing Customer,38,M,2,Uneducated,Single,$80K - $120K,Blue,32,6,2,3,3192,2517,675,0.658,4236,87,0.891,0.789
708176208,Existing Customer,48,F,1,Graduate,Married,$40K - $60K,Blue,36,4,4,1,7268,0,7268,0.691,4199,80,0.905,0
713121408,Existing Customer,38,M,3,College,Married,$80K - $120K,Blue,30,5,3,2,3976,1667,2309,0.929,4372,69,0.683,0.419
794567133,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,35,5,2,3,1954,808,1146,0.826,4897,70,0.795,0.414
772415808,Existing Customer,48,F,5,Post-Graduate,Married,$40K - $60K,Blue,38,3,3,1,2926,716,2210,0.949,4219,78,0.592,0.245
716176683,Existing Customer,46,M,4,Graduate,Single,$80K - $120K,Blue,33,5,1,1,2371,1748,623,0.663,4460,78,1.053,0.737
720507108,Attrited Customer,42,F,3,College,Married,Less than $40K,Blue,28,3,3,2,1601,0,1601,0.63,2339,41,0.414,0
712829808,Attrited Customer,39,M,3,Uneducated,Married,$60K - $80K,Blue,29,4,3,4,2187,0,2187,0.467,2031,40,0.333,0
712732908,Existing Customer,36,M,4,Graduate,Married,$80K - $120K,Blue,36,5,3,1,2262,1450,812,0.735,4116,84,0.787,0.641
717908208,Existing Customer,43,F,3,Graduate,Divorced,Less than $40K,Blue,36,6,1,2,2525,1595,930,0.78,4859,82,0.864,0.632
826136283,Existing Customer,38,F,3,High School,Married,Less than $40K,Blue,34,3,3,2,2450,1981,469,0.712,4352,66,0.784,0.809
779302233,Attrited Customer,40,F,4,Graduate,Single,Less than $40K,Blue,22,4,2,3,1438.3,0,1438.3,0.695,2502,45,0.452,0
717042333,Attrited Customer,53,F,2,College,Married,Less than $40K,Blue,44,3,3,3,1473,0,1473,0.92,2836,48,0.6,0
779122908,Existing Customer,55,F,3,Graduate,Single,$40K - $60K,Blue,37,5,1,2,3187,1437,1750,0.79,4511,82,0.822,0.451
827712108,Existing Customer,42,F,5,Graduate,Married,Less than $40K,Blue,38,5,1,2,2346,1373,973,0.73,4432,72,0.756,0.585
769200858,Existing Customer,34,F,4,Graduate,Single,Less than $40K,Blue,28,3,2,3,1438.3,0,1438.3,0.726,4626,86,0.792,0
779114283,Existing Customer,40,F,5,High School,Single,Less than $40K,Blue,22,3,1,2,1826,944,882,0.686,4528,65,0.667,0.517
771061008,Attrited Customer,40,F,2,Doctorate,Married,$40K - $60K,Blue,27,4,2,3,2208,0,2208,0.695,2659,56,0.806,0
716201133,Existing Customer,35,F,2,High School,Married,Less than $40K,Blue,36,4,3,1,1476,0,1476,0.592,4279,76,0.767,0
817968783,Existing Customer,51,F,3,Graduate,Single,Less than $40K,Blue,46,6,3,1,2927,1499,1428,0.649,4670,70,0.944,0.512
720307683,Existing Customer,43,F,4,Graduate,Divorced,Less than $40K,Blue,36,3,2,2,1438.3,743,695.3,0.624,4484,78,0.625,0.517
709618308,Existing Customer,46,F,3,High School,Single,$40K - $60K,Silver,40,4,3,1,16239,1487,14752,0.531,3838,48,0.6,0.092
710119233,Existing Customer,37,M,1,High School,Married,$120K +,Blue,26,5,2,1,11726,1925,9801,0.855,4186,63,0.703,0.164
789800358,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,34,6,1,3,2647,1288,1359,0.765,4730,78,0.857,0.487
712755783,Existing Customer,49,F,1,Graduate,Divorced,$40K - $60K,Blue,40,3,2,3,1438.3,0,1438.3,0.675,3886,77,0.75,0
779551533,Existing Customer,54,F,3,Doctorate,Single,Less than $40K,Blue,39,4,3,3,1764,0,1764,0.651,4857,92,0.804,0
714405183,Existing Customer,47,F,3,Graduate,Married,Less than $40K,Blue,36,4,2,2,1776,1519,257,0.917,4295,60,0.622,0.855
801783108,Existing Customer,46,M,3,College,Married,$120K +,Blue,40,6,3,3,1438.3,0,1438.3,0.681,4833,69,0.769,0
820648608,Existing Customer,46,F,2,Post-Graduate,Married,Less than $40K,Blue,41,3,1,3,2552,1879,673,0.888,4153,79,0.795,0.736
787587033,Existing Customer,42,F,4,Graduate,Single,Less than $40K,Blue,32,3,1,2,2996,1992,1004,0.948,4463,87,0.74,0.665
813967983,Existing Customer,44,F,2,College,Married,$40K - $60K,Blue,39,4,1,2,1701,775,926,0.847,4471,71,0.614,0.456
789631908,Existing Customer,51,M,4,High School,Single,$60K - $80K,Blue,45,3,1,2,3031,1787,1244,1.006,4690,85,0.7,0.59
789089958,Existing Customer,57,M,2,High School,Single,$60K - $80K,Silver,45,5,2,3,33211,0,33211,0.732,3662,81,0.761,0
715847058,Attrited Customer,59,F,2,Uneducated,Divorced,Less than $40K,Blue,36,3,3,3,1863,1853,10,0.829,2462,40,0.29,0.995
721269108,Existing Customer,45,F,5,Graduate,Single,Less than $40K,Blue,33,5,3,3,2288,1249,1039,0.605,4504,87,0.706,0.546
767958933,Existing Customer,40,M,4,College,Married,$40K - $60K,Silver,34,3,2,1,15471,1291,14180,0.651,3993,77,0.674,0.083
779866458,Existing Customer,40,F,5,Uneducated,Married,Less than $40K,Blue,24,6,1,1,2038,793,1245,0.682,3513,67,0.634,0.389
715146558,Attrited Customer,34,F,2,College,Married,Less than $40K,Blue,36,1,3,2,1696,0,1696,0.782,2325,56,0.556,0
778606308,Attrited Customer,45,M,3,Uneducated,Divorced,$80K - $120K,Blue,25,2,2,3,6614,1881,4733,0.737,3016,51,0.645,0.284
710438358,Attrited Customer,42,F,1,Uneducated,Single,Less than $40K,Blue,35,4,3,3,3241,0,3241,0.442,2152,43,0.303,0
718186233,Existing Customer,34,F,3,Uneducated,Single,Less than $40K,Blue,26,4,2,3,3234,971,2263,0.79,3989,71,0.868,0.3
713822208,Attrited Customer,42,M,2,High School,Single,$60K - $80K,Blue,33,3,3,3,4836,493,4343,0.417,1870,45,0.406,0.102
710466633,Existing Customer,55,F,3,High School,Married,Less than $40K,Blue,44,5,1,1,1438.3,0,1438.3,0.575,4755,76,0.9,0
711153783,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,36,5,3,1,1438.3,541,897.3,0.821,4173,70,1.188,0.376
718230933,Attrited Customer,45,M,4,Graduate,Single,Less than $40K,Blue,36,5,2,3,1438.3,1060,378.3,0.301,1253,29,0.318,0.737
711637458,Attrited Customer,44,F,3,High School,Single,Less than $40K,Blue,36,2,3,3,2228,0,2228,0.686,2523,45,0.607,0
719532108,Existing Customer,40,F,5,High School,Married,Less than $40K,Blue,31,4,2,2,2813,2208,605,0.877,4491,68,0.744,0.785
757643733,Existing Customer,42,F,2,Post-Graduate,Single,Less than $40K,Blue,35,6,3,2,3223,0,3223,0.593,4916,79,0.717,0
715122858,Existing Customer,55,F,2,Graduate,Married,$40K - $60K,Blue,36,5,3,3,2653,0,2653,0.969,5052,81,0.761,0
708384033,Attrited Customer,45,F,3,Uneducated,Married,Less than $40K,Blue,35,3,3,3,2745,2463,282,0.643,2466,39,0.345,0.897
708273858,Existing Customer,40,M,3,Graduate,Divorced,$120K +,Blue,30,3,2,1,34516,0,34516,0.643,3734,80,0.86,0
803952408,Existing Customer,52,F,3,Uneducated,Married,Less than $40K,Blue,47,6,3,2,2516,1486,1030,0.503,3987,77,0.54,0.591
778394358,Existing Customer,46,F,2,High School,Divorced,Less than $40K,Blue,26,4,3,1,1870,1785,85,0.696,4347,88,0.76,0.955
787458783,Existing Customer,49,F,4,High School,Married,Less than $40K,Blue,35,5,3,2,3038,2133,905,0.689,4784,83,0.694,0.702
720315933,Existing Customer,53,F,1,Uneducated,Single,Less than $40K,Blue,39,3,2,3,1982,1276,706,0.897,5136,76,0.949,0.644
739828308,Existing Customer,55,M,3,Uneducated,Single,$120K +,Blue,48,5,2,2,3088,1743,1345,0.766,3906,68,0.659,0.564
714169908,Existing Customer,53,F,0,Graduate,Single,Less than $40K,Blue,34,5,2,1,1944,1140,804,0.582,4921,82,0.907,0.586
709071408,Existing Customer,56,F,5,Graduate,Single,$40K - $60K,Blue,37,4,2,1,2607,1702,905,0.802,4949,74,0.762,0.653
815830083,Existing Customer,53,F,3,Uneducated,Single,Less than $40K,Blue,48,6,2,1,1953,1215,738,0.667,4253,72,0.8,0.622
715281933,Existing Customer,43,F,3,High School,Single,Less than $40K,Blue,36,3,3,2,1438.3,0,1438.3,0.689,4401,73,0.698,0
717446208,Existing Customer,62,F,0,High School,Single,Less than $40K,Blue,36,6,2,1,3749,1980,1769,0.706,5083,69,0.643,0.528
715236783,Existing Customer,42,F,4,College,Divorced,$40K - $60K,Blue,36,4,3,2,3734,2517,1217,0.724,4792,87,0.74,0.674
715321983,Existing Customer,33,F,2,Doctorate,Married,$40K - $60K,Blue,36,4,2,1,2748,1867,881,0.816,4314,75,1.027,0.679
717773433,Existing Customer,57,F,0,Graduate,Married,Less than $40K,Blue,45,6,1,2,2448,0,2448,0.606,5464,98,0.607,0
778632933,Existing Customer,49,F,3,College,Married,Less than $40K,Blue,29,6,1,2,2548,1998,550,0.679,4702,79,0.927,0.784
808527183,Existing Customer,46,F,3,College,Married,Less than $40K,Blue,41,4,1,1,1489,949,540,0.65,4669,94,0.741,0.637
807173358,Existing Customer,56,F,0,Post-Graduate,Married,Less than $40K,Blue,51,4,2,3,3617,878,2739,0.777,5416,76,0.9,0.243
778349883,Existing Customer,56,F,0,Uneducated,Single,Less than $40K,Blue,36,4,3,1,3219,2114,1105,0.655,4188,75,0.667,0.657
714668433,Existing Customer,51,F,4,Graduate,Single,Less than $40K,Blue,36,4,3,1,2522,1898,624,0.674,4122,67,0.763,0.753
737962608,Existing Customer,48,F,4,College,Divorced,Less than $40K,Blue,41,4,3,2,3745,2517,1228,0.672,4550,78,0.857,0.672
778207083,Attrited Customer,53,M,4,Uneducated,Single,$80K - $120K,Blue,44,3,3,2,11561,2189,9372,0.742,2153,39,0.5,0.189
714142158,Existing Customer,59,F,0,Graduate,Married,Less than $40K,Blue,48,2,2,1,2120,1411,709,0.665,3882,92,0.643,0.666
715390608,Existing Customer,45,F,5,Graduate,Married,Less than $40K,Blue,39,5,3,2,2867,1209,1658,0.727,5311,81,0.976,0.422
715243458,Existing Customer,45,F,2,Graduate,Single,$40K - $60K,Blue,36,5,3,1,2293,1304,989,0.708,5047,94,0.679,0.569
715418508,Existing Customer,51,M,1,Uneducated,Single,$120K +,Blue,36,2,1,3,8671,590,8081,0.693,4399,72,0.756,0.068
721167783,Existing Customer,54,M,4,High School,Single,$80K - $120K,Blue,39,1,3,3,7773,2465,5308,0.788,4272,69,1.029,0.317
715515333,Existing Customer,51,M,3,Graduate,Married,$120K +,Blue,42,2,1,3,7932,2140,5792,0.554,4024,92,0.614,0.27
817337958,Existing Customer,48,F,5,Doctorate,Married,Less than $40K,Blue,33,2,1,3,5814,1176,4638,0.627,3796,74,1.056,0.202
788132208,Existing Customer,53,F,2,Graduate,Married,$40K - $60K,Blue,38,3,2,1,1989,1003,986,0.677,5070,70,0.75,0.504
812653383,Existing Customer,55,F,1,College,Single,$40K - $60K,Blue,50,3,3,3,1843,1520,323,0.864,4729,92,0.704,0.825
717114708,Existing Customer,34,F,0,Graduate,Married,$40K - $60K,Blue,26,3,3,2,2991,1830,1161,0.777,4414,77,0.878,0.612
767388783,Existing Customer,43,M,3,High School,Married,$60K - $80K,Blue,36,3,3,1,9560,0,9560,0.802,4601,66,0.571,0
778378983,Attrited Customer,54,F,1,Graduate,Single,Less than $40K,Blue,34,5,2,2,2939,2152,787,0.555,2476,42,0.355,0.732
719971458,Existing Customer,49,M,5,Graduate,Single,$80K - $120K,Blue,41,2,3,2,5275,1490,3785,0.533,4213,74,1.114,0.282
721001883,Existing Customer,41,M,3,Uneducated,Married,$60K - $80K,Blue,30,3,1,2,1950,1618,332,0.75,3357,47,0.88,0.83
718535733,Existing Customer,40,F,1,Uneducated,Divorced,Less than $40K,Blue,25,3,3,1,3758,2047,1711,1.108,4928,79,0.646,0.545
709253433,Existing Customer,50,F,2,Uneducated,Married,$40K - $60K,Blue,41,2,1,2,10946,1912,9034,0.362,2448,58,0.45,0.175
719797758,Existing Customer,56,F,1,High School,Single,Less than $40K,Blue,36,3,1,1,3422,2517,905,0.914,4922,84,0.68,0.736
789420933,Existing Customer,39,F,2,Uneducated,Married,Less than $40K,Blue,30,3,1,3,3108,778,2330,0.645,4130,87,0.706,0.25
709850508,Attrited Customer,33,F,2,Graduate,Married,Less than $40K,Blue,20,3,2,5,3202,0,3202,1.012,2917,37,0.682,0
715335558,Existing Customer,43,F,5,Uneducated,Single,Less than $40K,Blue,36,2,1,2,1855,907,948,0.816,4191,81,0.761,0.489
711516783,Existing Customer,47,F,4,Uneducated,Married,$40K - $60K,Blue,36,2,1,1,2155,1119,1036,0.815,5441,91,0.717,0.519
798917883,Existing Customer,42,F,4,College,Single,Less than $40K,Blue,36,2,3,2,4150,2517,1633,0.619,4620,76,1.171,0.607
721525758,Existing Customer,45,M,5,Doctorate,Married,$80K - $120K,Blue,35,2,2,2,2226,1229,997,0.784,4928,77,0.638,0.552
716249508,Existing Customer,48,F,5,High School,Married,$40K - $60K,Blue,36,3,2,1,1610,0,1610,0.424,4243,85,0.848,0
712448658,Attrited Customer,52,F,1,High School,Single,Less than $40K,Blue,36,3,3,2,1795,0,1795,0.718,2281,55,0.618,0
719964933,Existing Customer,50,F,5,Graduate,Single,Less than $40K,Blue,41,3,2,2,1438.3,0,1438.3,0.683,4550,78,0.857,0
719857008,Existing Customer,37,F,1,Graduate,Single,$40K - $60K,Blue,36,3,3,1,2886,2198,688,0.828,4531,81,0.723,0.762
758340108,Existing Customer,39,F,2,Graduate,Single,Less than $40K,Silver,29,3,3,2,10024,913,9111,0.568,3906,78,0.592,0.091
708276183,Attrited Customer,52,F,3,Post-Graduate,Married,Less than $40K,Blue,45,2,4,1,1760,0,1760,0.046,1554,35,0.029,0
716481408,Existing Customer,38,F,2,Graduate,Single,Less than $40K,Blue,36,3,1,1,1461,0,1461,0.681,4769,76,0.949,0
720590058,Attrited Customer,51,F,1,Graduate,Single,$40K - $60K,Blue,36,3,3,3,8840,1794,7046,0.848,2839,47,0.808,0.203
789347133,Existing Customer,38,F,2,Post-Graduate,Married,$40K - $60K,Blue,28,2,1,1,4468,2395,2073,0.706,4690,79,0.756,0.536
717748608,Attrited Customer,35,F,4,High School,Married,Less than $40K,Blue,24,3,2,4,1555,872,683,0.772,2252,51,0.645,0.561
716694108,Attrited Customer,42,M,4,Uneducated,Married,$120K +,Blue,34,2,3,3,5195,468,4727,0.567,2682,48,0.231,0.09
719372583,Existing Customer,57,M,3,Graduate,Single,$120K +,Blue,36,2,2,1,17268,1197,16071,0.637,4077,90,0.698,0.069
751350558,Existing Customer,57,F,1,High School,Married,Less than $40K,Blue,50,3,2,2,1609,0,1609,0.669,4770,85,0.7,0
715123983,Existing Customer,43,F,1,College,Single,Less than $40K,Blue,36,3,2,2,3342,2517,825,0.977,5848,81,0.8,0.753
709250508,Existing Customer,63,M,1,Uneducated,Single,Less than $40K,Blue,56,3,1,2,6973,2517,4456,0.781,4877,88,0.692,0.361
716754783,Attrited Customer,43,M,4,High School,Married,$120K +,Blue,30,3,2,3,17228,1331,15897,0.519,2229,44,0.375,0.077
719025333,Existing Customer,48,M,2,Post-Graduate,Married,$40K - $60K,Blue,42,3,2,0,1898,0,1898,0.838,3513,59,0.686,0
718566858,Existing Customer,46,F,2,College,Single,Less than $40K,Blue,36,3,2,2,1438.3,0,1438.3,0.757,5005,79,0.795,0
818729208,Existing Customer,52,M,3,Graduate,Married,$60K - $80K,Blue,47,3,3,3,8185,941,7244,0.874,4525,77,0.604,0.115
709068183,Existing Customer,53,M,4,College,Single,$60K - $80K,Blue,42,3,3,3,3096,0,3096,0.684,4709,87,0.776,0
715358283,Existing Customer,57,F,2,Uneducated,Married,Less than $40K,Blue,46,2,3,2,2129,1139,990,1.025,4509,73,0.825,0.535
710966433,Existing Customer,50,F,3,Uneducated,Married,Less than $40K,Blue,36,3,2,2,2615,1404,1211,0.503,3785,67,1.161,0.537
708575058,Attrited Customer,46,F,3,Uneducated,Divorced,$40K - $60K,Blue,39,2,3,2,3157,965,2192,0.928,3300,58,0.568,0.306
713929533,Attrited Customer,36,F,3,College,Married,Less than $40K,Blue,36,2,2,2,1707,0,1707,0.319,2060,52,0.529,0
714087258,Existing Customer,49,F,1,Uneducated,Divorced,Less than $40K,Blue,36,2,3,2,1838,0,1838,0.65,5156,72,0.895,0
756383283,Existing Customer,38,F,3,College,Married,Less than $40K,Blue,31,3,1,3,5523,2517,3006,0.72,4170,80,0.739,0.456
720766908,Attrited Customer,40,F,2,Uneducated,Single,Less than $40K,Blue,28,2,2,2,3021,0,3021,0.694,2814,37,0.321,0
720027258,Existing Customer,53,F,2,High School,Single,Less than $40K,Blue,40,3,1,3,1438.3,0,1438.3,1.052,4978,73,0.921,0
807604233,Existing Customer,54,M,3,Graduate,Married,$80K - $120K,Blue,49,2,3,3,11114,2482,8632,1.08,5044,81,0.688,0.223
801786483,Existing Customer,51,M,0,High School,Single,$80K - $120K,Blue,45,3,2,3,10648,2517,8131,0.708,4930,89,0.978,0.236
789138258,Existing Customer,45,F,3,High School,Single,Less than $40K,Blue,34,2,3,2,2976,2372,604,0.772,4799,83,0.729,0.797
805524708,Attrited Customer,52,F,3,High School,Divorced,Less than $40K,Blue,47,3,3,1,6629,2517,4112,0.932,2599,50,0.562,0.38
771735933,Existing Customer,48,M,2,High School,Married,$80K - $120K,Blue,36,2,1,1,10761,1722,9039,0.7,4731,82,0.783,0.16
789917208,Existing Customer,40,F,4,High School,Married,Less than $40K,Blue,31,2,3,3,1968,1781,187,0.972,5087,69,0.725,0.905
779608083,Existing Customer,55,M,2,Doctorate,Single,Less than $40K,Blue,44,2,2,2,3897,1247,2650,0.689,3681,62,0.632,0.32
774675933,Existing Customer,40,M,3,College,Divorced,$80K - $120K,Silver,34,2,1,3,34516,2052,32464,0.477,3510,62,0.476,0.059
716741508,Existing Customer,33,F,3,High School,Married,Less than $40K,Blue,21,2,1,3,2831,1167,1664,0.744,4460,65,0.857,0.412
718116933,Existing Customer,53,F,3,Graduate,Single,Less than $40K,Blue,36,2,3,1,1438.3,630,808.3,0.667,4704,79,0.756,0.438
720513333,Existing Customer,46,M,3,High School,Single,$80K - $120K,Blue,39,2,1,3,21350,1724,19626,0.512,4878,78,0.444,0.081
719512983,Attrited Customer,47,F,4,Graduate,Single,Less than $40K,Blue,39,3,3,6,1438.3,0,1438.3,0.854,2295,51,0.545,0
779397183,Existing Customer,42,F,2,Graduate,Single,Less than $40K,Blue,31,2,1,1,3659,0,3659,0.797,4068,61,0.694,0
714671658,Existing Customer,38,F,5,Graduate,Married,Less than $40K,Blue,31,2,5,2,2153,1392,761,0.787,4268,85,0.667,0.647
779218233,Existing Customer,47,F,5,Post-Graduate,Single,Less than $40K,Blue,37,2,3,3,9430,0,9430,0.68,4115,75,0.923,0
713456583,Existing Customer,45,M,2,High School,Married,$80K - $120K,Silver,37,3,2,2,34516,1495,33021,0.52,3247,70,0.707,0.043
790221633,Existing Customer,44,F,4,Graduate,Single,$40K - $60K,Blue,38,3,3,3,3897,2296,1601,0.746,4627,77,0.791,0.589
721299483,Existing Customer,47,M,3,Graduate,Single,$80K - $120K,Blue,32,2,1,1,11671,1304,10367,0.491,4168,71,0.868,0.112
783573408,Existing Customer,42,F,4,College,Single,$40K - $60K,Blue,36,3,1,2,2575,2136,439,0.722,5267,83,0.886,0.83
709641933,Existing Customer,42,F,3,Graduate,Married,$40K - $60K,Blue,36,3,1,2,3433,1869,1564,0.838,4504,84,0.787,0.544
718755483,Existing Customer,44,M,2,High School,Married,$60K - $80K,Blue,36,3,2,1,7317,959,6358,0.653,5082,86,0.686,0.131
720914358,Existing Customer,46,F,3,Graduate,Married,Less than $40K,Blue,36,3,2,3,4416,1333,3083,0.631,4894,84,0.647,0.302
719898108,Existing Customer,57,F,2,Doctorate,Married,$40K - $60K,Blue,41,2,3,3,3667,809,2858,0.778,5322,79,0.975,0.221
780338733,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,37,2,1,2,1438.3,491,947.3,0.73,5102,83,0.694,0.341
821356083,Existing Customer,54,F,3,Uneducated,Married,$40K - $60K,Blue,49,3,1,3,1626,0,1626,0.664,4830,87,0.642,0
793428408,Existing Customer,50,F,3,Uneducated,Married,Less than $40K,Blue,44,2,2,1,1596,1185,411,0.687,5235,76,1,0.742
719075883,Existing Customer,38,F,3,High School,Married,$40K - $60K,Blue,27,2,3,3,2363,2033,330,0.498,3904,66,0.61,0.86
714986583,Existing Customer,55,F,4,Uneducated,Single,Less than $40K,Blue,46,3,2,2,4978,923,4055,0.883,5025,62,0.879,0.185
753233733,Existing Customer,38,M,1,Graduate,Single,$80K - $120K,Blue,29,3,3,3,2155,1290,865,0.718,3781,61,0.906,0.599
806914158,Attrited Customer,38,F,4,Graduate,Married,$40K - $60K,Blue,33,4,3,1,4047,0,4047,0.648,2134,34,0.478,0
789191358,Existing Customer,55,M,4,Graduate,Single,$80K - $120K,Blue,44,2,3,2,1854,794,1060,0.614,4035,80,0.739,0.428
772111083,Existing Customer,50,M,1,High School,Married,$80K - $120K,Blue,39,3,3,2,5384,1396,3988,0.756,4338,75,0.829,0.259
714961383,Existing Customer,48,F,3,Uneducated,Single,Less than $40K,Blue,36,3,3,3,1438.3,965,473.3,0.544,4182,81,0.723,0.671
817288458,Existing Customer,33,F,2,Graduate,Single,Less than $40K,Blue,19,3,2,3,5141,1737,3404,0.985,5859,82,0.783,0.338
719163108,Existing Customer,44,M,3,Graduate,Married,$120K +,Blue,31,2,2,3,3977,1325,2652,0.769,4076,62,0.632,0.333
713922183,Existing Customer,52,M,2,Uneducated,Single,$120K +,Blue,36,3,2,1,2507,1259,1248,0.85,4461,73,0.921,0.502
827953683,Existing Customer,41,M,2,Graduate,Married,$60K - $80K,Blue,37,1,2,1,3786,1171,2615,0.697,5369,75,0.596,0.309
789678483,Existing Customer,50,F,2,High School,Married,Less than $40K,Silver,37,1,3,2,13384,0,13384,0.696,4773,77,0.674,0
793630083,Attrited Customer,39,M,2,High School,Single,$120K +,Blue,33,1,3,4,1726,1476,250,0.371,1804,34,0.259,0.855
756306183,Existing Customer,42,F,1,College,Married,Less than $40K,Blue,35,2,1,3,2873,2517,356,0.803,4897,71,1.088,0.876
736893108,Existing Customer,33,F,2,Doctorate,Single,Less than $40K,Blue,26,2,3,2,1438.3,0,1438.3,0.613,4196,87,0.891,0
712900308,Attrited Customer,44,F,2,College,Single,Less than $40K,Blue,34,4,3,3,1751,0,1751,0.506,2078,37,0.423,0
798045708,Existing Customer,42,F,5,Graduate,Married,$40K - $60K,Blue,36,2,1,1,7434,0,7434,0.63,4182,76,1.171,0
712111608,Existing Customer,59,F,2,Post-Graduate,Single,Less than $40K,Blue,54,1,1,3,1438.3,0,1438.3,0.61,4919,72,0.756,0
780660183,Attrited Customer,43,F,4,High School,Divorced,Less than $40K,Blue,32,2,3,2,8203,0,8203,0.691,2613,46,0.84,0
720761208,Attrited Customer,59,M,1,College,Single,$120K +,Blue,47,2,4,2,4789,357,4432,0.798,2496,41,0.64,0.075
788794758,Attrited Customer,46,M,4,Graduate,Single,$40K - $60K,Blue,28,2,2,4,2979,0,2979,0.644,2061,38,0.462,0
711150333,Attrited Customer,40,F,3,Graduate,Single,Less than $40K,Blue,31,5,3,2,2391,0,2391,0.669,2857,40,0.6,0
714418158,Existing Customer,63,F,0,Uneducated,Single,Less than $40K,Blue,56,2,2,2,7264,851,6413,0.814,3527,69,0.816,0.117
717231558,Existing Customer,49,F,4,Graduate,Married,Less than $40K,Blue,43,2,2,2,3002,1446,1556,0.815,4851,74,0.947,0.482
711589758,Existing Customer,42,M,5,High School,Married,$60K - $80K,Blue,32,1,2,2,4162,1641,2521,0.719,3967,75,0.923,0.394
715516458,Attrited Customer,42,F,1,High School,Married,$40K - $60K,Blue,36,5,3,2,2705,2430,275,0.698,2602,43,0.433,0.898
714998508,Existing Customer,53,M,3,Uneducated,Married,$120K +,Blue,36,2,2,0,3742,1454,2288,0.894,5326,62,0.676,0.389
713328108,Existing Customer,60,F,1,College,Married,Less than $40K,Blue,36,2,2,2,1671,1047,624,0.727,5189,79,0.795,0.627
716229108,Existing Customer,55,F,3,College,Divorced,Less than $40K,Blue,46,2,3,3,3282,2262,1020,0.653,4674,84,0.585,0.689
820925433,Existing Customer,50,F,2,Post-Graduate,Single,Less than $40K,Blue,45,2,3,2,1529,710,819,0.657,4751,81,0.884,0.464
816129258,Existing Customer,34,F,2,Post-Graduate,Single,Less than $40K,Blue,29,2,3,3,2509,1897,612,0.938,4837,74,0.542,0.756
717385083,Existing Customer,46,M,3,High School,Married,$120K +,Blue,35,2,2,3,4916,1122,3794,0.659,4813,87,0.706,0.228
708652908,Existing Customer,47,F,5,Uneducated,Married,Less than $40K,Blue,36,1,6,1,2291,1419,872,0.725,4498,81,0.761,0.619
715644633,Existing Customer,42,F,3,Graduate,Single,$40K - $60K,Blue,34,1,2,1,1528,820,708,0.908,5212,88,0.833,0.537
714600258,Existing Customer,45,M,2,Post-Graduate,Married,$60K - $80K,Blue,36,1,2,2,5945,2015,3930,0.815,3645,70,1,0.339
823566408,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,40,2,2,1,1438.3,0,1438.3,0.773,4625,93,0.938,0
708307533,Existing Customer,42,M,2,Uneducated,Married,$60K - $80K,Blue,30,1,2,3,3086,0,3086,0.808,4129,81,0.884,0
820085808,Existing Customer,54,F,3,Graduate,Married,Less than $40K,Blue,49,1,1,2,2598,1343,1255,0.637,4692,86,0.72,0.517
716685033,Existing Customer,38,F,1,High School,Married,$40K - $60K,Blue,19,1,1,2,5559,1600,3959,0.716,5344,82,0.864,0.288
713063958,Existing Customer,51,M,1,Graduate,Single,$80K - $120K,Blue,39,1,1,3,7562,1080,6482,0.561,5010,85,0.7,0.143
708371733,Existing Customer,41,F,3,High School,Married,Less than $40K,Blue,15,1,1,2,4662,0,4662,0.661,4931,81,0.841,0
780277458,Existing Customer,52,F,2,Graduate,Single,Less than $40K,Blue,38,2,2,3,2904,2517,387,0.586,4503,89,0.712,0.867
712968708,Existing Customer,55,F,1,High School,Single,$40K - $60K,Blue,47,2,3,1,2343,1780,563,0.792,5167,78,0.773,0.76
721444758,Existing Customer,47,F,2,College,Married,Less than $40K,Blue,36,1,3,3,2780,2216,564,0.826,4980,78,0.857,0.797
711448983,Attrited Customer,47,F,2,Graduate,Married,Less than $40K,Blue,34,2,2,2,2234,2024,210,0.717,2313,37,0.321,0.906
712664658,Attrited Customer,35,F,1,Graduate,Single,Less than $40K,Blue,30,2,2,2,1649,0,1649,0.683,2549,54,0.588,0
713726958,Attrited Customer,40,F,3,Doctorate,Married,Less than $40K,Blue,21,5,2,2,1728,0,1728,0.41,2191,38,0.357,0
716009883,Existing Customer,41,F,1,Graduate,Single,$40K - $60K,Blue,28,1,3,1,8482,585,7897,0.624,4245,74,0.897,0.069
712715208,Attrited Customer,52,M,1,High School,Single,$80K - $120K,Blue,44,1,3,2,3770,0,3770,0.544,2387,51,0.5,0
716273133,Existing Customer,41,F,3,Graduate,Married,Less than $40K,Blue,36,2,2,3,1593,0,1593,0.61,4853,78,0.592,0
709927458,Existing Customer,38,M,3,Graduate,Single,$40K - $60K,Blue,20,1,3,3,10486,1544,8942,0.716,4042,77,0.925,0.147
715162608,Attrited Customer,48,F,2,Graduate,Single,Less than $40K,Blue,41,4,2,3,2168,1323,845,0.687,2499,38,0.407,0.61
788719533,Existing Customer,53,M,4,Post-Graduate,Married,$80K - $120K,Blue,34,1,2,3,13679,0,13679,0.908,4060,61,1.346,0
715566408,Existing Customer,45,F,3,Doctorate,Married,Less than $40K,Blue,36,1,2,2,2143,1479,664,0.708,4404,77,0.75,0.69
717359208,Existing Customer,57,F,0,College,Married,Less than $40K,Blue,47,2,3,1,4945,1779,3166,0.536,4037,72,0.756,0.36
721410858,Existing Customer,54,F,4,High School,Single,Less than $40K,Blue,36,1,3,0,1921,1334,587,0.694,4512,90,0.765,0.694
779420583,Existing Customer,45,F,4,Graduate,Single,Less than $40K,Blue,33,2,1,3,3001,2055,946,0.838,4662,70,0.628,0.685
714222183,Existing Customer,38,F,3,Graduate,Single,$40K - $60K,Blue,36,1,1,1,2132,1084,1048,0.767,4874,78,0.66,0.508
709079883,Attrited Customer,45,F,4,Doctorate,Married,Less than $40K,Blue,36,5,3,3,1663,1012,651,0.886,2729,38,0.52,0.609
713782608,Existing Customer,46,F,4,Graduate,Single,$40K - $60K,Blue,36,1,3,1,2652,2386,266,0.766,5329,83,0.729,0.9
720236433,Existing Customer,41,M,4,College,Married,$80K - $120K,Blue,22,1,2,3,5037,1670,3367,0.787,4379,67,0.811,0.332
708341958,Existing Customer,31,F,1,College,Divorced,Less than $40K,Blue,21,2,2,3,2061,1904,157,0.786,4480,86,0.87,0.924
780360558,Existing Customer,33,F,1,Graduate,Married,Less than $40K,Blue,20,2,2,2,1507,0,1507,0.723,4698,87,0.851,0
715012833,Existing Customer,46,F,1,High School,Married,Less than $40K,Blue,36,1,3,3,3073,2517,556,0.841,4858,77,0.974,0.819
719843958,Existing Customer,46,M,2,Graduate,Married,$120K +,Blue,34,2,3,3,1754,894,860,0.691,4874,79,0.837,0.51
767197983,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,45,1,1,1,4209,0,4209,0.856,5938,83,0.694,0
711874833,Existing Customer,45,M,3,College,Divorced,$40K - $60K,Blue,37,1,3,2,2449,0,2449,0.706,5497,88,0.63,0
714930333,Attrited Customer,39,M,3,College,Married,$80K - $120K,Blue,30,2,3,3,4618,0,4618,0.717,2476,49,0.75,0
720989133,Existing Customer,41,F,2,College,Married,Less than $40K,Blue,36,2,1,2,1654,1093,561,0.65,4596,82,0.822,0.661
720893958,Existing Customer,49,F,4,Uneducated,Single,Less than $40K,Blue,36,1,3,3,1544,999,545,0.786,4215,53,1.12,0.647
769709058,Existing Customer,60,M,1,Uneducated,Single,$60K - $80K,Blue,54,1,2,1,3618,972,2646,0.578,4228,63,0.465,0.269
711005583,Existing Customer,37,M,3,High School,Single,$80K - $120K,Blue,24,1,2,3,3437,1064,2373,0.851,5110,76,0.854,0.31
826548708,Existing Customer,50,M,2,Graduate,Single,$80K - $120K,Blue,46,2,3,2,5965,622,5343,0.728,4637,91,0.655,0.104
711093408,Existing Customer,46,F,2,Doctorate,Married,Less than $40K,Blue,33,2,3,1,2644,1517,1127,0.721,4815,83,0.804,0.574
712831908,Existing Customer,59,F,1,College,Married,$40K - $60K,Blue,49,2,2,1,3481,603,2878,0.692,4556,81,0.473,0.173
714181008,Existing Customer,35,F,0,Graduate,Married,Less than $40K,Blue,36,1,2,2,3019,1462,1557,0.718,4509,71,0.732,0.484
772346358,Existing Customer,52,F,3,Uneducated,Single,Less than $40K,Blue,41,2,1,2,1801,0,1801,0.516,5047,79,0.756,0
717489033,Attrited Customer,27,F,0,High School,Single,Less than $40K,Blue,18,6,1,4,1438.3,0,1438.3,0.781,2641,40,0.6,0
710969433,Existing Customer,41,F,1,Uneducated,Married,Less than $40K,Blue,31,2,2,2,2909,1201,1708,0.729,4230,68,0.659,0.413
715807383,Existing Customer,45,F,4,Post-Graduate,Single,$40K - $60K,Blue,36,1,3,3,4688,0,4688,0.593,5248,89,0.745,0
711807333,Existing Customer,37,F,2,College,Single,Less than $40K,Blue,26,1,1,2,1438.3,0,1438.3,0.587,3948,84,0.68,0
714424533,Attrited Customer,41,F,4,Graduate,Married,Less than $40K,Blue,36,6,2,2,1655,0,1655,0.496,2156,37,0.194,0
779536233,Existing Customer,47,F,4,Graduate,Divorced,$40K - $60K,Blue,30,1,1,1,1438.3,601,837.3,1,4669,83,0.729,0.418
779890833,Existing Customer,51,F,2,High School,Divorced,Less than $40K,Blue,36,2,1,1,1438.3,0,1438.3,0.765,4866,65,0.625,0
779837808,Existing Customer,53,F,2,High School,Married,$40K - $60K,Blue,37,1,4,3,5182,2500,2682,0.869,5012,85,0.809,0.482
713748708,Attrited Customer,46,F,3,Graduate,Single,Less than $40K,Blue,37,1,2,4,1438.3,0,1438.3,0.35,1757,44,0.467,0
709123908,Existing Customer,43,F,2,Graduate,Married,$40K - $60K,Blue,36,2,3,2,4287,0,4287,0.807,4874,82,0.708,0
743800833,Existing Customer,53,F,3,College,Married,$40K - $60K,Blue,46,2,1,1,2304,1144,1160,0.772,4505,85,1.179,0.497
794054058,Existing Customer,50,F,2,Graduate,Single,Less than $40K,Blue,44,1,1,1,2765,0,2765,0.465,4010,59,0.513,0
815789883,Existing Customer,46,F,3,College,Single,Less than $40K,Blue,41,1,3,2,2485,861,1624,0.566,4728,81,0.761,0.346
712177908,Existing Customer,50,F,4,College,Single,Less than $40K,Blue,36,1,3,1,2446,1763,683,0.598,4310,75,0.875,0.721
793379058,Existing Customer,48,F,3,Graduate,Single,Less than $40K,Blue,42,2,2,1,2214,1025,1189,0.567,5084,82,0.745,0.463
712974558,Existing Customer,56,F,2,College,Single,Less than $40K,Blue,43,1,3,1,5254,0,5254,0.651,4546,89,0.712,0
717409533,Attrited Customer,36,F,2,Post-Graduate,Single,Less than $40K,Blue,26,1,2,3,1821,1486,335,0.827,2824,43,0.387,0.816
712200033,Existing Customer,44,F,4,High School,Single,Less than $40K,Blue,36,1,3,3,3024,0,3024,0.75,4983,78,0.733,0
802795608,Existing Customer,54,F,2,High School,Single,Less than $40K,Blue,48,1,3,2,1517,556,961,0.622,4981,82,0.864,0.367
787452333,Attrited Customer,39,F,1,High School,Married,Less than $40K,Blue,25,2,2,1,2024,0,2024,0.801,2870,36,0.5,0
709520058,Attrited Customer,53,M,5,Uneducated,Married,$120K +,Blue,38,4,2,2,19138,0,19138,0.482,2028,43,0.303,0
819690933,Existing Customer,56,M,1,Graduate,Single,$80K - $120K,Blue,51,2,3,1,16835,897,15938,0.767,4059,80,0.778,0.053
711800658,Attrited Customer,42,F,3,High School,Single,Less than $40K,Blue,36,2,3,3,2145,0,2145,0.577,2465,42,0.355,0
717722958,Existing Customer,43,M,3,Uneducated,Married,$80K - $120K,Blue,36,1,3,2,4654,1349,3305,0.81,4277,71,0.69,0.29
712279683,Attrited Customer,44,M,3,Graduate,Married,$60K - $80K,Blue,36,2,3,3,9114,0,9114,0.654,2740,52,0.625,0
716606733,Existing Customer,33,F,1,Graduate,Single,$40K - $60K,Blue,18,2,2,3,3043,2054,989,0.735,4833,85,0.667,0.675
716060358,Existing Customer,53,F,2,Graduate,Married,$40K - $60K,Blue,45,2,2,2,4621,913,3708,0.917,4952,82,0.745,0.198
709158333,Existing Customer,44,M,4,Graduate,Single,$60K - $80K,Blue,28,2,2,1,2758,461,2297,0.58,4244,96,0.778,0.167
721113333,Existing Customer,54,F,0,Graduate,Married,Less than $40K,Blue,36,1,2,3,1740,0,1740,0.811,4751,93,0.86,0
712855683,Existing Customer,50,F,2,Post-Graduate,Married,Less than $40K,Blue,36,1,2,2,3350,1335,2015,0.781,4906,89,0.561,0.399
715463133,Existing Customer,40,M,5,High School,Single,$120K +,Blue,31,1,1,3,34516,1427,33089,0.706,3699,64,0.488,0.041
709920258,Existing Customer,41,F,3,Graduate,Divorced,$40K - $60K,Blue,28,1,1,3,9294,1764,7530,1.026,4531,73,0.738,0.19
708959583,Existing Customer,47,M,2,High School,Married,$60K - $80K,Blue,39,1,2,2,9389,727,8662,0.533,3415,84,0.556,0.077
712510833,Existing Customer,44,M,3,College,Married,$40K - $60K,Blue,30,2,3,3,9317,847,8470,0.765,4121,81,0.723,0.091
788502858,Existing Customer,58,M,3,High School,Single,$80K - $120K,Blue,51,2,2,1,10021,1952,8069,0.699,4431,68,0.581,0.195
721139808,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,36,1,2,1,2344,1081,1263,0.619,3889,80,0.86,0.461
711375558,Existing Customer,48,F,2,Uneducated,Single,$40K - $60K,Blue,34,2,3,1,3072,1734,1338,0.754,4540,78,0.857,0.564
709362033,Attrited Customer,52,F,1,Graduate,Married,Less than $40K,Blue,42,1,5,3,1471,0,1471,0.624,2253,48,0.455,0
719860308,Attrited Customer,42,F,2,Graduate,Married,Less than $40K,Blue,36,2,3,3,1438.3,0,1438.3,0.663,2418,48,0.778,0
714443058,Attrited Customer,43,F,4,College,Married,Less than $40K,Blue,28,5,2,4,1484,0,1484,0.2,1664,39,0.5,0
716315508,Attrited Customer,37,F,3,Post-Graduate,Married,$40K - $60K,Blue,36,2,2,5,3233,2517,716,0,1339,32,0,0.779
717651333,Existing Customer,55,F,2,Graduate,Single,Less than $40K,Blue,43,1,3,1,1745,1168,577,0.701,4562,67,0.634,0.669
710742408,Existing Customer,53,F,2,College,Married,Less than $40K,Blue,43,2,1,3,2160,2057,103,0.858,4518,93,0.788,0.952
711968358,Existing Customer,55,F,4,Graduate,Single,Less than $40K,Blue,44,1,2,1,2638,1423,1215,0.551,4153,77,0.925,0.539
794227308,Existing Customer,56,M,2,College,Married,$80K - $120K,Blue,50,1,1,3,10214,1433,8781,0.64,4493,79,0.881,0.14
719845908,Existing Customer,52,F,3,Uneducated,Single,Less than $40K,Blue,36,2,1,3,3240,0,3240,0.812,4803,83,0.804,0
720401658,Attrited Customer,53,F,3,Graduate,Single,Less than $40K,Blue,34,5,3,5,1438.3,1030,408.3,0.609,1985,38,0.407,0.716
827442858,Existing Customer,56,M,3,High School,Divorced,$80K - $120K,Blue,52,2,3,1,8111,2051,6060,0.999,3719,69,0.643,0.253
714484008,Attrited Customer,49,F,4,Uneducated,Married,Less than $40K,Blue,31,4,3,2,1567,0,1567,0.424,2138,41,0.577,0
719176308,Attrited Customer,43,M,3,College,Divorced,$80K - $120K,Blue,32,6,3,2,7278,0,7278,0.618,2120,43,0.593,0
710838108,Existing Customer,45,M,2,Graduate,Married,$80K - $120K,Blue,36,1,4,1,3081,2517,564,0.572,4317,72,0.714,0.817
713160258,Existing Customer,54,F,2,Graduate,Married,Less than $40K,Blue,44,1,2,3,3034,2033,1001,0.642,4349,90,0.731,0.67
713785608,Existing Customer,49,F,1,Doctorate,Single,Less than $40K,Blue,40,1,2,3,2960,0,2960,0.962,4918,63,0.75,0
789491058,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,34,2,3,1,1620,0,1620,0.73,4570,82,0.952,0
793736958,Existing Customer,49,M,3,High School,Single,$120K +,Blue,43,1,2,1,21680,1587,20093,0.605,4410,86,0.72,0.073
714202008,Attrited Customer,53,F,2,High School,Married,Less than $40K,Blue,36,6,3,2,3918,2517,1401,0.47,2115,42,0.448,0.642
721479108,Existing Customer,52,M,1,Uneducated,Single,$120K +,Blue,41,1,1,3,12764,0,12764,0.71,3332,64,0.882,0
715549158,Existing Customer,29,F,1,Graduate,Married,Less than $40K,Blue,36,2,2,0,1438.3,0,1438.3,0.734,4769,84,0.826,0
716165508,Existing Customer,51,M,2,Uneducated,Married,$60K - $80K,Blue,40,2,1,1,3559,0,3559,0.585,4498,94,0.649,0
710630583,Existing Customer,47,M,3,High School,Single,$60K - $80K,Blue,39,2,1,1,2843,1752,1091,0.624,3738,77,0.604,0.616
709571958,Existing Customer,58,F,2,Graduate,Single,Less than $40K,Blue,47,1,1,2,2127,0,2127,0.735,4401,65,0.667,0
715904433,Attrited Customer,42,F,4,College,Married,$40K - $60K,Blue,34,1,3,2,1695,0,1695,0.453,2055,46,0.314,0
709078908,Existing Customer,48,F,3,High School,Single,Less than $40K,Blue,32,1,2,3,2648,1539,1109,0.94,4926,89,0.816,0.581
717541308,Existing Customer,61,F,2,Graduate,Single,Less than $40K,Blue,45,2,2,3,2602,1441,1161,0.704,4838,85,0.735,0.554
714979383,Existing Customer,56,M,3,Graduate,Single,$60K - $80K,Blue,46,1,2,2,1891,1134,757,0.636,5255,77,0.833,0.6
711691608,Attrited Customer,46,F,4,Graduate,Single,Less than $40K,Blue,36,2,3,3,2881,2450,431,0.629,2450,49,0.531,0.85
788930358,Existing Customer,42,F,4,College,Single,$40K - $60K,Blue,28,2,2,2,2827,1896,931,0.739,3891,81,1.025,0.671
716351208,Existing Customer,48,F,3,Uneducated,Married,Less than $40K,Blue,38,1,3,2,4095,2517,1578,0.57,4175,77,1.026,0.615
708266883,Attrited Customer,34,F,2,Graduate,Single,Less than $40K,Blue,36,1,2,3,1666,0,1666,0.713,2312,35,0.25,0
718858683,Existing Customer,42,F,1,Graduate,Married,Less than $40K,Blue,36,2,3,2,1438.3,0,1438.3,0.665,4511,76,0.767,0
771617883,Existing Customer,54,F,2,High School,Single,$40K - $60K,Blue,42,1,2,2,2205,1313,892,0.929,4904,82,0.673,0.595
718001508,Existing Customer,41,F,3,Graduate,Married,Less than $40K,Blue,29,1,1,2,2890,2150,740,0.657,4377,84,0.867,0.744
711722808,Attrited Customer,51,F,4,Graduate,Single,Less than $40K,Blue,44,5,3,3,1483,0,1483,0.707,2520,40,0.429,0
772661808,Existing Customer,56,M,3,Graduate,Married,$120K +,Blue,46,2,1,2,7234,2055,5179,0.703,5051,83,0.66,0.284
713382558,Existing Customer,57,F,3,College,Single,Less than $40K,Blue,42,1,1,2,2063,953,1110,0.868,4304,81,0.761,0.462
717596883,Existing Customer,58,F,0,Graduate,Single,$40K - $60K,Blue,39,4,3,2,5530,1233,4297,0.859,5270,78,1,0.223
824763783,Existing Customer,59,F,0,College,Single,Less than $40K,Blue,55,2,2,3,2645,1127,1518,0.623,4251,76,0.767,0.426
780265458,Existing Customer,56,F,2,Uneducated,Single,Less than $40K,Blue,42,4,2,2,3495,1427,2068,0.563,4466,85,0.889,0.408
712171158,Existing Customer,42,F,2,High School,Married,Less than $40K,Blue,30,6,1,1,3124,0,3124,0.879,4986,79,0.795,0
787339158,Attrited Customer,56,M,1,Graduate,Married,$80K - $120K,Blue,50,3,6,3,8688,0,8688,0.426,2361,41,0.464,0
714848958,Attrited Customer,47,F,2,Graduate,Single,Less than $40K,Gold,37,6,2,1,15109,897,14212,0.494,2315,43,0.303,0.059
714987633,Existing Customer,42,M,3,Graduate,Married,$60K - $80K,Blue,36,2,2,3,4953,2039,2914,0.68,4026,53,0.828,0.412
717684858,Existing Customer,50,M,3,Uneducated,Single,$120K +,Blue,38,6,3,3,22304,1333,20971,0.463,5002,60,0.5,0.06
767376483,Existing Customer,27,F,1,College,Married,Less than $40K,Blue,20,5,3,3,1893,0,1893,0.691,5176,91,0.784,0
709901058,Existing Customer,38,M,1,High School,Single,$40K - $60K,Blue,30,2,2,1,2232,1163,1069,0.557,4185,80,0.778,0.521
823149483,Existing Customer,52,F,1,Post-Graduate,Single,$40K - $60K,Blue,48,1,5,3,1766,0,1766,0.769,4643,76,0.617,0
780073158,Existing Customer,59,M,0,High School,Single,Less than $40K,Blue,44,2,1,1,3790,1149,2641,0.597,4455,85,0.604,0.303
779998083,Existing Customer,33,M,3,High School,Married,$40K - $60K,Blue,23,1,2,3,6392,1429,4963,0.682,4069,66,0.737,0.224
816613158,Existing Customer,48,F,1,Doctorate,Married,Less than $40K,Blue,43,2,3,1,2559,1514,1045,0.57,4117,69,0.643,0.592
770774133,Existing Customer,53,M,3,Graduate,Single,$80K - $120K,Silver,39,1,2,3,34516,1198,33318,0.615,4826,70,0.667,0.035
712300683,Existing Customer,41,F,1,Graduate,Single,Less than $40K,Blue,32,2,2,1,1438.3,0,1438.3,0.824,4897,96,0.778,0
714536208,Existing Customer,50,F,3,Uneducated,Married,Less than $40K,Blue,36,1,2,3,2473,1675,798,0.648,4203,73,0.872,0.677
784880958,Existing Customer,34,F,4,Graduate,Single,$40K - $60K,Blue,28,2,3,1,4022,1680,2342,0.579,3776,84,0.826,0.418
713784558,Existing Customer,59,F,1,Graduate,Single,$40K - $60K,Blue,36,1,2,3,3510,941,2569,0.717,4833,77,0.75,0.268
719305608,Attrited Customer,57,F,3,High School,Single,Less than $40K,Blue,36,4,3,3,2347,1900,447,0.845,2447,47,0.621,0.81
708323208,Attrited Customer,49,F,3,Uneducated,Married,Less than $40K,Blue,36,4,2,4,1522,0,1522,0.482,2241,36,0.8,0
781183233,Existing Customer,44,F,3,High School,Single,Less than $40K,Blue,25,2,1,1,2085,1528,557,0.664,3805,79,0.795,0.733
779922183,Existing Customer,52,F,1,High School,Married,Less than $40K,Blue,36,2,2,2,2253,1981,272,0.55,4758,81,0.723,0.879
719449533,Attrited Customer,49,F,3,Uneducated,Single,$40K - $60K,Blue,38,1,2,3,2655,2283,372,0.751,2386,49,0.485,0.86
712559058,Existing Customer,54,M,0,High School,Single,$80K - $120K,Blue,45,1,3,2,20882,1525,19357,0.828,4765,76,0.767,0.073
717853233,Existing Customer,41,M,2,College,Married,$80K - $120K,Blue,31,1,1,3,3306,706,2600,0.814,4772,76,0.9,0.214
790069233,Existing Customer,45,F,3,High School,Divorced,Less than $40K,Blue,37,2,1,2,2052,0,2052,0.77,4289,72,0.674,0
794576058,Existing Customer,42,M,3,Graduate,Married,$80K - $120K,Blue,26,1,2,3,8480,1339,7141,0.668,4070,76,0.49,0.158
714139308,Existing Customer,53,M,3,Uneducated,Married,$60K - $80K,Blue,42,2,5,1,1438.3,0,1438.3,0.895,4722,81,0.841,0
806634783,Existing Customer,38,F,2,College,Married,Less than $40K,Blue,33,1,3,2,3420,1405,2015,0.843,4267,75,0.596,0.411
720101658,Existing Customer,26,F,0,Graduate,Single,Less than $40K,Blue,19,2,1,2,3416,1109,2307,0.783,4614,70,1,0.325
719925483,Existing Customer,46,M,4,Graduate,Married,$80K - $120K,Blue,36,2,1,1,2171,1043,1128,0.7,4531,88,0.833,0.48
819214233,Existing Customer,43,F,3,Graduate,Married,Less than $40K,Blue,38,2,2,2,1530,0,1530,0.642,5138,84,0.68,0
713723433,Existing Customer,52,F,4,High School,Single,Less than $40K,Blue,44,1,1,3,5721,0,5721,0.57,4188,79,0.881,0
716961033,Existing Customer,48,F,3,High School,Single,Less than $40K,Blue,40,1,3,3,3520,2149,1371,0.539,3630,78,0.696,0.611
778819083,Attrited Customer,41,F,2,Doctorate,Married,$40K - $60K,Blue,33,1,3,3,1604,0,1604,0.644,2264,47,0.516,0
714773508,Attrited Customer,54,F,1,Graduate,Married,$40K - $60K,Blue,46,6,4,3,1632,351,1281,0.721,2532,43,0.483,0.215
814181433,Existing Customer,46,M,5,College,Married,$40K - $60K,Blue,41,1,3,2,3914,1683,2231,0.636,4242,64,0.73,0.43
711984633,Existing Customer,36,F,3,Graduate,Married,Less than $40K,Blue,27,1,2,3,2328,1953,375,0.599,4373,89,0.935,0.839
780727833,Existing Customer,51,F,3,High School,Single,Less than $40K,Blue,41,1,4,3,3229,2517,712,0.622,4526,95,0.638,0.779
714320358,Existing Customer,38,F,2,College,Single,Less than $40K,Blue,33,2,1,2,2569,1288,1281,1.009,4126,56,0.931,0.501
720700008,Existing Customer,50,F,1,High School,Single,Less than $40K,Blue,36,1,1,3,4517,2238,2279,0.625,4686,81,0.761,0.495
713027058,Attrited Customer,46,F,4,Doctorate,Single,Less than $40K,Blue,36,2,2,3,2292,0,2292,0.568,2595,31,0.409,0
778228458,Existing Customer,52,F,3,Uneducated,Single,Less than $40K,Blue,42,2,3,3,2510,1928,582,1.043,4943,70,0.489,0.768
719821908,Attrited Customer,38,F,2,High School,Single,Less than $40K,Blue,16,2,1,2,2703,0,2703,0.882,2752,43,0.433,0
720537633,Existing Customer,44,F,3,Doctorate,Married,Less than $40K,Blue,36,2,3,1,3047,2139,908,0.842,4961,85,0.635,0.702
721164483,Existing Customer,46,F,2,College,Married,$40K - $60K,Blue,34,2,1,3,1441,642,799,0.563,4894,84,0.826,0.446
715447008,Existing Customer,50,F,3,Graduate,Married,Less than $40K,Blue,36,2,3,2,2999,1817,1182,0.678,5119,83,0.766,0.606
769676358,Existing Customer,38,M,2,High School,Single,$60K - $80K,Blue,32,1,1,2,1438.3,1309,129.3,0.842,5066,76,0.9,0.91
710487033,Existing Customer,44,F,2,High School,Married,$40K - $60K,Blue,28,2,3,3,1438.3,0,1438.3,0.926,4445,78,0.773,0
714197133,Attrited Customer,51,F,3,College,Married,$40K - $60K,Blue,36,2,3,3,4762,0,4762,0.526,2811,52,0.3,0
784795083,Existing Customer,31,F,1,High School,Divorced,Less than $40K,Blue,25,2,1,3,1984,0,1984,1.05,4794,73,0.921,0
809844108,Existing Customer,48,M,2,Doctorate,Single,$60K - $80K,Blue,43,2,1,1,8086,0,8086,0.792,4775,78,0.66,0
711833508,Existing Customer,47,M,2,High School,Single,$40K - $60K,Blue,27,2,3,2,1536,0,1536,0.913,4643,89,0.745,0
716279508,Attrited Customer,48,M,3,College,Married,$80K - $120K,Blue,41,2,3,3,3430,2517,913,0.869,2639,46,0.643,0.734
771336783,Existing Customer,51,F,3,High School,Single,Less than $40K,Blue,38,1,3,2,1759,1345,414,0.61,4351,81,0.688,0.765
717502083,Attrited Customer,41,M,3,Doctorate,Single,$120K +,Blue,28,4,2,3,6314,0,6314,0.903,2718,44,0.63,0
711382458,Attrited Customer,43,M,5,Graduate,Married,$60K - $80K,Blue,38,2,3,5,1438.3,0,1438.3,0.713,2389,49,0.361,0
712190358,Existing Customer,48,F,4,Uneducated,Married,Less than $40K,Blue,29,1,3,2,1843,1802,41,0.762,5199,73,0.738,0.978
788805858,Existing Customer,49,M,3,College,Divorced,$40K - $60K,Blue,31,2,3,1,2181,1218,963,0.758,4997,89,0.712,0.558
709102458,Attrited Customer,47,M,2,High School,Single,$80K - $120K,Blue,36,4,3,5,4754,0,4754,0.618,2607,41,0.367,0
712533708,Existing Customer,43,M,0,High School,Single,$80K - $120K,Blue,36,2,2,2,11247,0,11247,0.63,4894,85,0.977,0
720326733,Existing Customer,55,M,2,Graduate,Single,$120K +,Blue,47,2,3,1,16258,865,15393,0.623,3761,58,0.657,0.053
713605908,Existing Customer,49,M,3,Graduate,Married,$120K +,Blue,37,1,1,1,34516,1316,33200,0.569,3863,69,0.643,0.038
711598533,Existing Customer,43,M,1,High School,Married,$60K - $80K,Blue,36,1,2,3,4255,1729,2526,0.55,3607,75,0.471,0.406
795855258,Existing Customer,48,F,4,College,Single,Less than $40K,Blue,42,2,3,2,1438.3,0,1438.3,0.707,5045,82,0.745,0
826783233,Existing Customer,57,F,3,High School,Single,Less than $40K,Blue,53,1,3,2,3029,2214,815,0.7,4750,89,0.978,0.731
785230083,Existing Customer,50,M,2,Uneducated,Single,$60K - $80K,Blue,44,1,2,1,3318,2349,969,0.883,4905,80,0.739,0.708
807946833,Attrited Customer,44,F,2,Graduate,Single,Less than $40K,Blue,39,6,3,3,1791,0,1791,0.735,2771,36,0.5,0
711011508,Existing Customer,43,F,3,Graduate,Single,Less than $40K,Blue,35,1,3,2,1620,771,849,0.675,4387,91,0.655,0.476
718632933,Existing Customer,58,F,1,College,Single,Less than $40K,Blue,46,1,5,1,1552,0,1552,0.762,4731,71,0.651,0
717284133,Existing Customer,53,F,1,High School,Married,Less than $40K,Blue,41,1,2,3,3472,2517,955,0.75,4520,84,0.68,0.725
711701058,Existing Customer,48,F,4,Graduate,Married,Less than $40K,Silver,36,2,2,3,10973,1466,9507,0.802,4892,94,0.593,0.134
717146208,Attrited Customer,59,F,1,Graduate,Single,Less than $40K,Blue,51,1,4,4,4257,2517,1740,0.703,2828,50,1.083,0.591
719028783,Existing Customer,42,F,1,Graduate,Married,Less than $40K,Blue,29,2,3,3,3422,0,3422,0.506,4486,74,0.682,0
713274183,Existing Customer,45,F,1,Graduate,Single,Less than $40K,Blue,35,1,1,3,4977,1411,3566,0.652,4182,85,0.848,0.284
790139583,Existing Customer,39,F,0,Graduate,Divorced,Less than $40K,Blue,32,2,2,1,1438.3,801,637.3,1.155,4386,64,0.778,0.557
708753633,Existing Customer,45,F,3,Doctorate,Married,$40K - $60K,Blue,32,2,1,1,1438.3,0,1438.3,0.712,4462,77,0.638,0
710780883,Existing Customer,48,F,5,Uneducated,Single,$40K - $60K,Blue,38,1,2,3,2446,1461,985,0.86,4610,78,0.773,0.597
785237958,Attrited Customer,45,M,5,College,Married,$60K - $80K,Blue,39,2,3,3,3439,0,3439,0.825,2661,35,0.296,0
711333933,Existing Customer,56,F,3,Post-Graduate,Single,$40K - $60K,Blue,36,2,1,1,3005,1660,1345,0.88,4586,72,0.756,0.552
710797833,Existing Customer,50,F,5,Graduate,Married,Less than $40K,Blue,30,1,3,2,2033,841,1192,0.717,4360,95,0.696,0.414
708876183,Existing Customer,51,M,1,High School,Single,$60K - $80K,Silver,43,2,3,2,28673,0,28673,0.537,3722,69,0.725,0
712660308,Attrited Customer,44,F,1,High School,Single,Less than $40K,Blue,36,2,3,3,1895,0,1895,0.736,2472,40,0.429,0
715958583,Existing Customer,56,F,2,High School,Married,Less than $40K,Blue,43,1,2,2,2041,1158,883,0.563,3588,63,0.432,0.567
771546708,Existing Customer,46,F,2,Graduate,Single,Less than $40K,Blue,34,2,2,1,1438.3,0,1438.3,0.74,5013,81,1.025,0
711252258,Existing Customer,54,F,1,High School,Single,Less than $40K,Blue,36,1,3,2,1572,985,587,0.745,4148,54,0.862,0.627
708824958,Existing Customer,50,F,4,High School,Single,Less than $40K,Blue,42,2,1,2,1460,0,1460,0.682,4265,63,0.615,0
819612933,Existing Customer,52,M,3,Graduate,Single,$80K - $120K,Blue,47,1,3,3,25410,0,25410,0.559,5472,70,0.591,0
712804383,Existing Customer,56,F,0,College,Married,Less than $40K,Blue,38,1,1,2,2143,1194,949,0.49,4684,82,0.907,0.557
790149483,Existing Customer,42,M,3,Uneducated,Single,$40K - $60K,Blue,35,2,3,3,8566,1484,7082,0.807,4195,89,0.854,0.173
712121508,Existing Customer,43,M,3,Uneducated,Single,$60K - $80K,Blue,30,1,2,0,1438.3,0,1438.3,0.751,5200,89,0.679,0
778853358,Existing Customer,59,F,0,College,Single,Less than $40K,Blue,40,1,3,3,3297,0,3297,0.861,4783,91,0.685,0
716512383,Existing Customer,39,F,2,High School,Married,Less than $40K,Blue,36,1,3,1,2816,2517,299,0.742,4817,87,0.776,0.894
712144158,Attrited Customer,53,F,1,Graduate,Single,Less than $40K,Blue,48,6,6,3,2370,1166,1204,0.562,2164,45,0.607,0.492
824560758,Attrited Customer,35,F,3,Graduate,Single,Less than $40K,Blue,31,1,3,4,1678,0,1678,0.676,2475,61,0.694,0
757710783,Attrited Customer,36,F,1,Graduate,Married,Less than $40K,Blue,29,4,2,3,1493,0,1493,0.721,2516,63,0.575,0
710481333,Attrited Customer,50,F,4,High School,Married,Less than $40K,Blue,36,5,3,5,2690,1614,1076,0.513,2272,57,0.541,0.6
713759583,Existing Customer,54,F,3,High School,Married,Less than $40K,Blue,36,1,1,1,3173,1822,1351,0.801,4883,71,0.614,0.574
717547383,Existing Customer,43,F,2,Graduate,Married,Less than $40K,Blue,32,2,3,1,2890,1392,1498,0.736,4233,77,0.791,0.482
710044308,Existing Customer,40,F,4,Graduate,Single,$40K - $60K,Blue,27,2,2,2,2625,1594,1031,0.544,2480,47,0.567,0.607
757685733,Existing Customer,43,F,2,Graduate,Single,Less than $40K,Blue,36,1,2,2,3226,2145,1081,0.644,5066,75,0.786,0.665
796029483,Existing Customer,49,F,3,Graduate,Married,Less than $40K,Blue,43,2,3,2,2174,785,1389,0.657,3890,78,0.66,0.361
713872008,Existing Customer,49,F,1,High School,Married,Less than $40K,Blue,42,1,3,1,2215,1347,868,0.655,4656,72,0.636,0.608
710643183,Existing Customer,42,F,2,High School,Single,Less than $40K,Blue,23,2,2,3,3172,1160,2012,0.588,4163,83,0.804,0.366
779859558,Attrited Customer,54,F,3,High School,Married,Less than $40K,Blue,38,2,2,4,2452,1012,1440,0.46,2398,29,0.318,0.413
798238008,Existing Customer,36,F,2,Uneducated,Married,Less than $40K,Blue,30,2,1,2,5070,0,5070,0.536,4644,85,0.771,0
811974483,Existing Customer,56,M,2,Graduate,Single,$40K - $60K,Blue,51,1,3,1,1466,723,743,0.793,5110,86,0.593,0.493
778471758,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,37,1,3,3,2427,2362,65,0.67,4663,85,0.771,0.973
718513233,Existing Customer,59,M,2,Graduate,Single,$120K +,Blue,48,1,3,3,17999,1861,16138,0.791,4740,78,0.95,0.103
718147233,Existing Customer,44,F,1,High School,Married,$40K - $60K,Blue,31,2,2,3,4553,1538,3015,0.514,4999,95,0.557,0.338
711438033,Existing Customer,57,F,1,Graduate,Married,Less than $40K,Blue,45,1,3,2,1894,0,1894,0.731,5750,73,0.872,0
712253058,Existing Customer,48,F,3,High School,Married,Less than $40K,Blue,40,1,2,1,2097,1255,842,0.61,4189,83,0.976,0.598
713519508,Existing Customer,47,M,4,High School,Divorced,$60K - $80K,Blue,36,1,1,1,1983,989,994,0.726,5065,80,0.667,0.499
710110683,Existing Customer,52,M,2,College,Married,$60K - $80K,Blue,36,1,1,3,7879,1007,6872,0.726,4844,83,0.976,0.128
720260433,Existing Customer,46,F,3,High School,Married,$40K - $60K,Blue,34,2,3,2,3336,1687,1649,0.645,5577,95,0.759,0.506
714148758,Existing Customer,34,F,2,Post-Graduate,Married,Less than $40K,Blue,27,2,3,3,1726,1398,328,1.009,5228,68,0.7,0.81
715522233,Existing Customer,45,F,3,Doctorate,Single,Less than $40K,Blue,27,1,6,3,2917,1523,1394,0.724,4878,92,0.804,0.522
714943233,Existing Customer,49,M,2,Doctorate,Married,$40K - $60K,Blue,31,2,2,2,1915,1545,370,0.775,3911,80,0.778,0.807
708952758,Existing Customer,41,F,3,College,Married,Less than $40K,Blue,35,2,1,2,2066,1542,524,0.71,4887,76,0.617,0.746
721374033,Existing Customer,53,F,1,High School,Married,$40K - $60K,Blue,39,2,3,3,2164,1115,1049,0.624,4341,69,0.643,0.515
794516508,Existing Customer,43,F,3,High School,Married,Less than $40K,Blue,24,2,2,1,1484,0,1484,0.532,4838,81,0.929,0
778722033,Existing Customer,44,F,2,Uneducated,Married,Less than $40K,Blue,28,2,2,0,2275,1265,1010,0.755,5626,77,1.081,0.556
823578483,Existing Customer,44,F,4,High School,Single,Less than $40K,Blue,40,2,1,2,1438.3,1169,269.3,0.558,4429,78,0.529,0.813
715148658,Existing Customer,51,F,2,Graduate,Married,Less than $40K,Blue,43,1,3,3,3683,1039,2644,0.595,4684,86,0.755,0.282
709669533,Existing Customer,38,F,1,High School,Divorced,Less than $40K,Blue,30,2,3,2,2722,1303,1419,0.391,4488,88,0.833,0.479
787467858,Existing Customer,43,M,1,High School,Married,$80K - $120K,Silver,30,1,1,3,34516,2045,32471,0.59,4081,54,0.421,0.059
708671733,Existing Customer,48,M,4,Graduate,Married,$60K - $80K,Blue,36,2,3,3,2072,1499,573,0.598,4091,71,0.651,0.723
709790058,Existing Customer,53,M,4,Graduate,Married,$120K +,Blue,40,1,1,3,6383,1512,4871,0.558,4985,87,0.776,0.237
757722708,Existing Customer,42,M,3,College,Married,$60K - $80K,Blue,35,1,3,1,1438.3,0,1438.3,0.887,4246,83,0.804,0
718086783,Existing Customer,50,M,5,Uneducated,Married,$120K +,Blue,36,2,2,1,13478,0,13478,0.929,4738,56,0.867,0
815253708,Existing Customer,46,F,2,High School,Divorced,Less than $40K,Blue,41,1,2,2,2841,1807,1034,0.573,4144,73,0.78,0.636
715083633,Existing Customer,33,F,1,Uneducated,Married,Less than $40K,Blue,23,2,2,3,1830,1777,53,0.639,5271,76,0.854,0.971
792098883,Existing Customer,37,M,2,Doctorate,Single,$120K +,Blue,31,2,1,3,2360,1204,1156,0.539,3696,82,0.822,0.51
711873858,Existing Customer,43,M,3,High School,Married,$60K - $80K,Blue,35,2,3,2,3717,1882,1835,0.796,4667,91,0.82,0.506
713931258,Attrited Customer,56,F,3,Graduate,Married,Less than $40K,Blue,45,2,3,4,1438.3,0,1438.3,0.315,1988,42,0.355,0
787591008,Existing Customer,42,M,3,Uneducated,Divorced,$60K - $80K,Blue,34,2,1,1,2289,1195,1094,0.651,4955,83,0.627,0.522
713068833,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,32,2,2,1,1438.3,894,544.3,0.762,4687,85,0.932,0.622
708190158,Attrited Customer,38,F,3,High School,Single,Less than $40K,Blue,26,2,3,0,2920,2426,494,0.983,2750,41,0.367,0.831
784895358,Attrited Customer,49,F,1,Graduate,Married,Less than $40K,Blue,43,5,3,3,1938,0,1938,0.612,2870,49,0.75,0
710090133,Existing Customer,62,F,1,College,Divorced,Less than $40K,Blue,51,1,3,3,4049,1685,2364,0.597,3908,80,0.702,0.416
799242033,Existing Customer,45,M,4,Doctorate,Married,$80K - $120K,Blue,39,2,3,2,1438.3,1162,276.3,0.539,4598,86,0.623,0.808
719377383,Existing Customer,40,M,2,College,Single,$60K - $80K,Blue,28,1,2,3,10880,2025,8855,0.753,4957,90,0.765,0.186
710371683,Existing Customer,51,M,4,Doctorate,Married,$60K - $80K,Blue,36,2,1,2,3451,2006,1445,0.555,4097,67,0.763,0.581
719926683,Existing Customer,41,M,3,High School,Divorced,$60K - $80K,Blue,33,2,2,2,20749,2171,18578,0.842,4754,77,0.674,0.105
793597833,Existing Customer,49,F,0,Post-Graduate,Single,Less than $40K,Blue,43,1,3,1,2481,1568,913,0.537,4466,69,0.533,0.632
713739708,Existing Customer,61,M,0,High School,Single,$60K - $80K,Blue,53,1,3,3,2415,2050,365,0.499,4479,71,0.69,0.849
709389558,Existing Customer,33,F,4,College,Single,Less than $40K,Blue,36,1,3,0,1438.3,0,1438.3,0.566,4641,85,0.7,0
709087983,Existing Customer,35,F,3,Doctorate,Single,Less than $40K,Blue,27,2,2,3,1438.3,0,1438.3,0.62,5020,94,0.843,0
712774908,Existing Customer,41,F,4,High School,Married,Less than $40K,Blue,29,2,2,2,2601,1861,740,0.794,5111,83,0.66,0.715
713497983,Existing Customer,49,M,5,High School,Single,$60K - $80K,Blue,36,1,2,2,5578,0,5578,0.627,3459,53,0.71,0
713489358,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,40,2,3,2,3698,0,3698,0.811,3763,82,0.864,0
711847833,Existing Customer,42,F,2,Graduate,Single,Less than $40K,Blue,32,2,2,2,1933,1127,806,0.705,4833,71,0.69,0.583
772837083,Existing Customer,41,M,3,Graduate,Married,$120K +,Blue,32,2,3,1,27169,0,27169,0.781,3906,87,0.977,0
719202708,Existing Customer,54,F,3,High School,Married,Less than $40K,Blue,36,2,2,1,5642,541,5101,0.742,4633,84,0.68,0.096
714566133,Existing Customer,60,F,2,Graduate,Married,Less than $40K,Blue,36,1,2,2,3239,2356,883,0.621,4621,91,0.75,0.727
814987983,Existing Customer,37,F,2,College,Single,$40K - $60K,Blue,32,2,1,3,3680,683,2997,0.85,4835,77,0.75,0.186
789588933,Existing Customer,44,M,2,Graduate,Married,$60K - $80K,Blue,37,1,1,1,1787,0,1787,0.609,3912,79,0.975,0
714317058,Existing Customer,52,M,2,Graduate,Married,$60K - $80K,Blue,36,2,3,1,4752,2437,2315,0.601,3946,63,0.75,0.513
710971908,Existing Customer,43,M,1,High School,Married,$60K - $80K,Blue,31,2,3,3,3764,1780,1984,0.79,4898,80,0.667,0.473
711412533,Attrited Customer,40,F,3,High School,Single,Less than $40K,Blue,35,6,3,5,5492,1573,3919,0.636,2416,45,0.667,0.286
720593583,Existing Customer,39,F,2,Doctorate,Divorced,Less than $40K,Blue,32,1,2,2,3554,747,2807,0.621,5152,90,0.765,0.21
778436283,Existing Customer,41,M,4,High School,Single,Less than $40K,Blue,21,2,3,1,3429,1504,1925,0.601,4015,76,1,0.439
711492258,Existing Customer,50,M,2,Graduate,Married,$60K - $80K,Blue,45,2,1,0,2021,1578,443,0.761,5298,71,0.919,0.781
771106458,Existing Customer,54,F,4,College,Married,Less than $40K,Blue,41,1,5,2,2444,1313,1131,0.689,4609,61,0.794,0.537
719940483,Existing Customer,51,F,1,Graduate,Married,$40K - $60K,Blue,43,2,2,2,2107,1663,444,0.712,4841,88,0.725,0.789
716839983,Existing Customer,48,M,3,College,Married,$120K +,Blue,36,2,3,2,32777,0,32777,0.665,4520,75,0.923,0
781073733,Existing Customer,50,M,2,Graduate,Married,$120K +,Blue,41,1,3,3,4607,0,4607,0.898,4793,88,0.63,0
714080433,Existing Customer,40,F,5,College,Married,$40K - $60K,Blue,36,2,3,2,3144,1787,1357,0.685,4758,67,0.558,0.568
757675158,Existing Customer,47,F,4,Post-Graduate,Divorced,$40K - $60K,Blue,40,2,2,3,2725,1851,874,0.687,4904,85,0.7,0.679
715361433,Existing Customer,53,F,2,High School,Single,Less than $40K,Blue,36,2,2,3,1874,994,880,0.713,4194,78,0.857,0.53
778191933,Attrited Customer,45,M,3,Uneducated,Single,$120K +,Blue,35,2,3,5,7135,2517,4618,0.631,2305,42,0.448,0.353
799020258,Existing Customer,44,M,2,Uneducated,Divorced,$60K - $80K,Blue,38,2,1,2,16553,0,16553,0.488,4797,82,0.907,0
714825408,Existing Customer,45,F,3,High School,Single,$40K - $60K,Blue,36,2,3,3,2853,2517,336,0.595,4971,65,0.757,0.882
788620083,Existing Customer,50,F,3,Graduate,Single,Less than $40K,Blue,41,2,2,2,2382,1419,963,0.78,4563,89,0.712,0.596
719490108,Existing Customer,54,F,3,Graduate,Single,Less than $40K,Blue,36,1,3,1,2830,1779,1051,0.883,4854,74,0.947,0.629
756944133,Existing Customer,52,F,4,Graduate,Married,Less than $40K,Blue,45,1,1,3,3705,2168,1537,0.662,4452,89,0.894,0.585
785285883,Attrited Customer,49,F,3,Graduate,Single,Less than $40K,Blue,43,6,3,4,1675,0,1675,0.76,2622,53,0.71,0
779770683,Existing Customer,47,F,3,Uneducated,Divorced,$40K - $60K,Blue,36,2,3,3,1439,0,1439,0.638,5047,79,0.837,0
710322033,Existing Customer,52,F,1,High School,Married,Less than $40K,Blue,44,1,1,1,2563,1765,798,0.857,4515,77,0.925,0.689
710560008,Existing Customer,46,F,4,High School,Married,Less than $40K,Blue,33,1,3,0,1896,1738,158,0.647,4588,75,0.923,0.917
789164283,Existing Customer,55,F,0,Uneducated,Married,Less than $40K,Blue,44,1,1,3,2596,1929,667,0.609,4726,87,0.812,0.743
715773783,Attrited Customer,44,F,2,Graduate,Single,$40K - $60K,Blue,35,2,3,4,4196,561,3635,0.741,2558,38,0.652,0.134
779158533,Existing Customer,43,F,3,Uneducated,Single,Less than $40K,Blue,25,2,3,3,1616,966,650,0.647,4774,74,0.805,0.598
720463833,Existing Customer,42,M,5,Uneducated,Single,$60K - $80K,Blue,36,1,1,2,6618,1738,4880,0.72,5022,76,0.854,0.263
712747758,Attrited Customer,50,F,4,Uneducated,Single,Less than $40K,Blue,36,2,2,3,2477,0,2477,0.445,2037,43,0.387,0
771067308,Existing Customer,38,F,3,High School,Single,$40K - $60K,Blue,25,1,1,2,3040,1908,1132,0.758,5616,73,0.659,0.628
716171358,Existing Customer,51,M,4,College,Married,$40K - $60K,Blue,36,2,3,1,4436,2222,2214,0.731,4460,85,0.771,0.501
794637333,Existing Customer,44,F,2,Graduate,Divorced,Less than $40K,Silver,25,2,2,2,13138,0,13138,0.546,3881,77,0.791,0
718492908,Existing Customer,38,F,3,College,Married,Less than $40K,Blue,36,1,2,3,3297,1554,1743,0.605,4636,86,0.72,0.471
716033508,Existing Customer,46,M,2,Graduate,Single,$60K - $80K,Blue,34,1,3,2,6272,1434,4838,1.172,4514,66,1.2,0.229
717603858,Existing Customer,54,M,3,College,Single,$40K - $60K,Blue,42,1,2,1,5608,1775,3833,0.522,4325,77,0.75,0.317
716558283,Existing Customer,30,F,0,Graduate,Married,Less than $40K,Blue,36,2,2,2,1621,1046,575,0.729,5247,84,0.615,0.645
719022558,Existing Customer,49,F,4,Uneducated,Married,Less than $40K,Blue,38,1,3,3,2305,1173,1132,0.818,5106,74,0.762,0.509
717334233,Existing Customer,54,F,1,Uneducated,Single,$40K - $60K,Blue,43,1,3,2,9525,2517,7008,0.669,4804,79,0.881,0.264
719192808,Existing Customer,51,M,4,Graduate,Single,$120K +,Blue,36,2,1,1,3168,2147,1021,0.663,4674,71,0.821,0.678
719281533,Existing Customer,37,F,3,College,Married,Less than $40K,Blue,27,2,1,3,2939,1388,1551,0.69,5076,84,0.826,0.472
710877108,Existing Customer,44,F,1,High School,Divorced,Less than $40K,Blue,32,1,1,2,2724,1288,1436,0.613,4171,75,1.206,0.473
770581983,Existing Customer,55,F,4,Graduate,Married,$40K - $60K,Blue,41,1,1,3,1438.3,0,1438.3,0.861,4885,88,0.63,0
718742808,Attrited Customer,55,F,1,High School,Married,$40K - $60K,Blue,46,2,4,3,4629,710,3919,0.788,2877,49,0.581,0.153
710257683,Existing Customer,50,M,3,Graduate,Single,$120K +,Blue,33,1,2,2,34516,1134,33382,0.585,4520,73,0.659,0.033
721041483,Attrited Customer,45,M,4,Doctorate,Married,$60K - $80K,Blue,37,1,2,2,13093,2517,10576,0.426,2032,39,0.444,0.192
716214108,Existing Customer,44,M,4,Uneducated,Single,$60K - $80K,Blue,36,1,2,1,6426,0,6426,0.592,4892,80,0.818,0
772216833,Existing Customer,47,F,5,Graduate,Single,Less than $40K,Blue,36,1,2,1,2761,1950,811,0.582,4510,88,0.66,0.706
708553008,Existing Customer,38,F,1,High School,Single,$40K - $60K,Blue,36,1,2,3,2148,1103,1045,0.602,4711,64,0.882,0.514
778880358,Existing Customer,49,F,4,Graduate,Divorced,$40K - $60K,Blue,30,1,3,3,2485,1648,837,0.595,4208,71,0.919,0.663
720258183,Existing Customer,39,F,4,Graduate,Single,$40K - $60K,Blue,25,2,3,3,3394,2517,877,0.689,5421,75,0.829,0.742
720689583,Existing Customer,50,F,3,High School,Married,$40K - $60K,Blue,40,1,3,3,3367,1747,1620,0.769,5657,91,0.517,0.519
758168133,Existing Customer,50,F,0,High School,Married,$40K - $60K,Blue,43,2,3,1,4154,1060,3094,0.544,4325,86,0.72,0.255
711118083,Existing Customer,54,F,4,Graduate,Divorced,Less than $40K,Blue,43,1,2,1,2506,1784,722,0.729,4504,80,1.051,0.712
709591533,Existing Customer,46,F,3,College,Divorced,Less than $40K,Blue,38,1,1,3,1774,1115,659,0.686,3474,60,0.667,0.629
715590258,Existing Customer,45,F,4,Uneducated,Single,$40K - $60K,Blue,36,1,1,3,3918,2070,1848,0.76,4700,69,0.643,0.528
708416433,Attrited Customer,41,F,1,High School,Single,Less than $40K,Blue,36,4,3,2,2372,0,2372,0.597,2499,41,0.464,0
779183958,Attrited Customer,45,F,2,Graduate,Single,Less than $40K,Blue,33,1,3,4,1492,0,1492,0.502,2469,38,0.267,0
709061658,Existing Customer,44,F,1,Graduate,Single,Less than $40K,Blue,31,2,2,3,1550,716,834,0.749,4534,87,0.977,0.462
717384183,Existing Customer,58,F,3,Graduate,Single,Less than $40K,Blue,53,1,3,1,2669,2048,621,0.725,4863,79,1.135,0.767
778921908,Existing Customer,42,M,4,College,Single,$60K - $80K,Blue,23,2,3,1,3311,841,2470,0.7,4559,80,0.905,0.254
714745608,Existing Customer,51,F,4,High School,Single,Less than $40K,Blue,33,2,4,3,3068,2071,997,0.854,5524,71,0.972,0.675
714714558,Existing Customer,37,F,2,Uneducated,Single,$40K - $60K,Blue,27,1,3,2,3050,2517,533,1.177,4698,75,0.923,0.825
778847808,Existing Customer,42,F,4,Graduate,Married,$40K - $60K,Blue,23,1,2,3,2647,1245,1402,0.712,4911,82,0.864,0.47
710532258,Existing Customer,48,F,3,High School,Divorced,Less than $40K,Blue,36,1,1,1,2185,1495,690,0.924,4906,83,0.804,0.684
817293258,Existing Customer,44,F,4,College,Married,$40K - $60K,Blue,27,1,1,2,3183,2517,666,0.726,4017,63,0.853,0.791
738062658,Existing Customer,57,M,3,Graduate,Single,$80K - $120K,Blue,50,2,3,3,17096,1762,15334,0.409,4231,62,0.55,0.103
709518858,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,38,1,1,1,2897,0,2897,0.7,4891,87,0.776,0
716262708,Existing Customer,51,F,2,College,Single,Less than $40K,Blue,36,1,3,2,1438.3,718,720.3,0.571,4447,71,0.821,0.499
708928008,Existing Customer,34,F,2,High School,Single,$40K - $60K,Blue,36,2,3,1,1677,0,1677,0.7,4035,87,0.891,0
711922158,Existing Customer,57,F,2,Graduate,Married,Less than $40K,Blue,45,1,3,3,1860,0,1860,0.778,5109,62,0.722,0
779638983,Existing Customer,47,F,4,Graduate,Married,Less than $40K,Blue,30,2,3,3,2124,1573,551,0.728,4592,83,0.804,0.741
708723858,Existing Customer,48,F,4,Graduate,Single,Less than $40K,Blue,37,1,1,3,3413,1715,1698,0.812,3843,67,0.634,0.502
712184133,Existing Customer,41,F,5,Graduate,Married,Less than $40K,Blue,24,2,3,3,2178,1408,770,0.635,5089,80,0.455,0.646
789492558,Existing Customer,49,F,2,College,Married,Less than $40K,Blue,40,1,2,1,2096,1276,820,0.6,4926,82,0.745,0.609
770929383,Existing Customer,41,M,2,Graduate,Single,$60K - $80K,Blue,28,2,1,1,7293,993,6300,0.507,4828,82,0.64,0.136
788595183,Existing Customer,42,M,2,Graduate,Single,$40K - $60K,Blue,36,1,1,3,1438.3,686,752.3,0.68,3499,80,0.86,0.477
713167383,Existing Customer,57,F,3,High School,Single,Less than $40K,Blue,46,1,2,2,2298,1540,758,0.708,5154,81,0.976,0.67
718590183,Existing Customer,58,F,3,Doctorate,Married,Less than $40K,Blue,47,1,3,3,1517,920,597,0.825,5067,69,0.865,0.606
719868183,Attrited Customer,42,F,3,High School,Married,$40K - $60K,Blue,30,5,3,2,1456,0,1456,0.694,2843,42,0.5,0
709388058,Existing Customer,43,F,4,Graduate,Single,Less than $40K,Blue,34,2,3,2,2005,1263,742,0.657,4906,80,0.818,0.63
717004533,Existing Customer,35,F,3,High School,Married,Less than $40K,Blue,36,2,3,0,4790,1189,3601,0.698,4544,81,0.929,0.248
759947433,Existing Customer,53,M,3,Graduate,Married,$120K +,Blue,46,1,2,2,13670,0,13670,0.819,4812,81,0.653,0
767404083,Attrited Customer,52,M,2,Graduate,Single,$60K - $80K,Blue,45,2,3,3,3460,0,3460,0.466,2355,47,0.621,0
781926633,Existing Customer,48,M,2,Uneducated,Married,$40K - $60K,Blue,42,1,3,3,3202,2517,685,0.597,4675,88,0.692,0.786
772127508,Attrited Customer,31,F,1,Uneducated,Married,Less than $40K,Blue,20,6,2,2,1438.3,0,1438.3,0.706,2614,49,0.531,0
720518283,Existing Customer,50,M,2,Post-Graduate,Single,$60K - $80K,Blue,36,1,3,2,2296,1371,925,0.604,5483,77,0.791,0.597
715488483,Existing Customer,49,F,4,Graduate,Married,Less than $40K,Blue,36,1,3,1,6615,0,6615,0.619,4575,75,0.786,0
715309083,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,36,2,3,2,1912,0,1912,0.728,4851,87,0.642,0
708399858,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,35,2,2,1,2548,2250,298,0.581,4747,77,0.791,0.883
711944733,Existing Customer,45,F,2,High School,Married,Less than $40K,Blue,36,1,2,2,1457,828,629,0.852,5401,93,0.661,0.568
785487783,Existing Customer,59,F,1,Graduate,Single,$40K - $60K,Blue,53,2,2,0,1980,1409,571,0.743,5350,96,0.714,0.712
718951683,Existing Customer,48,F,2,Graduate,Married,Less than $40K,Blue,35,2,3,1,2216,1262,954,0.497,4763,83,0.66,0.569
718329183,Existing Customer,57,F,3,Graduate,Divorced,$40K - $60K,Blue,47,1,3,2,4262,2517,1745,0.682,3943,75,0.744,0.591
788960658,Existing Customer,42,F,2,Uneducated,Married,Less than $40K,Blue,28,1,2,3,2573,1742,831,0.693,4649,88,0.76,0.677
713120433,Existing Customer,55,F,2,High School,Married,$40K - $60K,Blue,42,2,2,3,5431,2007,3424,0.661,4569,82,0.608,0.37
720980958,Existing Customer,43,F,5,Uneducated,Married,Less than $40K,Blue,30,1,3,2,3092,909,2183,0.832,4797,87,0.851,0.294
709606158,Existing Customer,37,F,2,Graduate,Married,Less than $40K,Blue,31,1,3,3,2984,0,2984,0.77,4878,86,0.87,0
712524858,Existing Customer,34,M,1,Graduate,Single,Less than $40K,Blue,28,1,6,3,2669,1649,1020,0.63,4314,74,0.609,0.618
815072283,Existing Customer,50,F,3,Graduate,Married,Less than $40K,Blue,45,1,3,1,1789,1156,633,0.748,5110,75,0.63,0.646
715980258,Existing Customer,36,F,1,Doctorate,Single,Less than $40K,Blue,25,1,2,3,2835,2511,324,0.731,4811,77,0.925,0.886
788715483,Existing Customer,44,F,5,Graduate,Single,Less than $40K,Blue,28,2,2,2,1558,879,679,0.874,4805,86,0.792,0.564
809276808,Existing Customer,47,M,4,Graduate,Single,$80K - $120K,Blue,42,1,1,3,7299,0,7299,0.806,4678,83,0.729,0
708885558,Attrited Customer,56,F,1,High School,Single,Less than $40K,Blue,48,1,5,2,3556,0,3556,0.596,2220,45,0.731,0
789373683,Existing Customer,45,F,3,Graduate,Married,Less than $40K,Blue,35,1,2,2,1438.3,834,604.3,0.635,4976,70,0.842,0.58
712302783,Existing Customer,38,F,2,Uneducated,Single,Less than $40K,Blue,25,2,3,1,2468,872,1596,0.991,4426,76,1.111,0.353
719601708,Existing Customer,45,M,3,College,Single,$60K - $80K,Blue,35,1,1,2,10699,1099,9600,0.661,5052,61,0.694,0.103
720150858,Attrited Customer,34,M,2,High School,Married,$80K - $120K,Blue,25,6,2,0,1439,0,1439,0.89,2932,44,0.913,0
798777708,Existing Customer,54,F,4,High School,Single,$40K - $60K,Blue,48,2,4,1,3089,1177,1912,1.01,5237,75,0.829,0.381
716365233,Existing Customer,53,F,1,College,Married,Less than $40K,Blue,36,1,3,3,1665,964,701,1.049,4881,75,0.923,0.579
796544133,Existing Customer,54,M,1,College,Single,$120K +,Blue,48,1,3,1,2456,1654,802,0.565,4468,84,0.75,0.673
778143183,Existing Customer,47,M,1,Graduate,Married,$60K - $80K,Blue,40,2,2,3,11773,0,11773,0.754,5098,58,1.071,0
717011958,Existing Customer,43,F,4,Graduate,Single,$40K - $60K,Blue,23,2,1,1,1438.3,0,1438.3,0.728,4494,82,0.708,0
778264008,Existing Customer,41,F,3,College,Single,$40K - $60K,Blue,32,2,1,2,3104,1954,1150,0.473,4699,77,0.925,0.63
788842008,Existing Customer,50,F,3,Uneducated,Married,Less than $40K,Blue,34,2,2,2,4060,2336,1724,0.943,5173,87,0.706,0.575
714742758,Existing Customer,42,F,4,Uneducated,Single,Less than $40K,Blue,24,2,2,2,3428,2209,1219,0.671,4751,87,0.642,0.644
720299283,Existing Customer,46,M,3,Uneducated,Married,$60K - $80K,Blue,33,2,2,1,12745,0,12745,0.538,4380,80,0.739,0
719237058,Existing Customer,39,M,2,Doctorate,Single,$60K - $80K,Blue,36,2,2,1,1790,891,899,0.45,4498,96,0.574,0.498
788290383,Existing Customer,43,M,3,Doctorate,Single,$40K - $60K,Blue,35,2,6,3,4970,1588,3382,0.669,4436,83,0.804,0.32
779701983,Existing Customer,49,F,3,Graduate,Single,$40K - $60K,Blue,32,1,3,3,5400,1426,3974,0.595,4643,80,0.702,0.264
712132383,Existing Customer,44,M,4,College,Single,$80K - $120K,Blue,34,2,2,3,1876,861,1015,0.839,5056,82,0.547,0.459
812446158,Existing Customer,54,F,3,Uneducated,Single,Less than $40K,Blue,49,2,2,2,1719,0,1719,0.579,4869,65,0.512,0
779401233,Existing Customer,47,F,4,Uneducated,Single,$40K - $60K,Blue,36,1,1,0,1438.3,0,1438.3,0.61,5216,78,0.66,0
721080183,Existing Customer,33,F,1,Graduate,Single,$40K - $60K,Blue,20,2,2,3,4883,0,4883,0.724,4613,82,1,0
712572858,Existing Customer,38,M,3,High School,Single,$80K - $120K,Blue,29,2,1,3,3413,1801,1612,0.88,3831,45,0.667,0.528
822170733,Attrited Customer,45,F,4,College,Single,Less than $40K,Blue,41,6,3,2,3785,2517,1268,0.574,2401,54,0.742,0.665
708224133,Existing Customer,61,M,0,Uneducated,Single,$40K - $60K,Blue,49,1,2,3,2228,1480,748,0.533,4431,71,0.651,0.664
780633483,Existing Customer,58,F,0,Graduate,Married,$40K - $60K,Blue,47,2,2,1,2194,1302,892,0.814,4962,81,0.841,0.593
771356508,Existing Customer,41,F,5,Graduate,Married,Less than $40K,Blue,28,2,3,1,2665,1936,729,0.757,4500,71,0.972,0.726
823629333,Existing Customer,42,M,4,Uneducated,Married,$40K - $60K,Blue,38,1,4,1,2444,0,2444,0.788,4220,50,1.174,0
712961658,Existing Customer,45,F,4,Uneducated,Married,Less than $40K,Blue,32,1,1,1,3335,2238,1097,0.644,5321,78,0.95,0.671
710464683,Existing Customer,45,F,3,Post-Graduate,Married,Less than $40K,Blue,32,2,3,2,2726,2127,599,0.814,5578,89,0.854,0.78
716688183,Attrited Customer,51,F,1,High School,Married,Less than $40K,Blue,43,4,3,3,1665,1521,144,0.874,2878,45,0.452,0.914
789082758,Existing Customer,40,F,2,High School,Married,Less than $40K,Blue,28,1,3,3,2734,1661,1073,0.726,4981,90,0.698,0.608
709140858,Existing Customer,57,F,2,College,Single,Less than $40K,Blue,47,1,3,1,1727,996,731,0.767,5112,82,0.673,0.577
774588633,Existing Customer,45,F,3,Graduate,Single,Less than $40K,Blue,39,2,2,3,1438.3,0,1438.3,0.81,4928,84,0.909,0
788465583,Existing Customer,42,F,3,College,Single,$40K - $60K,Blue,35,2,3,3,6330,1573,4757,0.899,3029,52,0.733,0.248
741517458,Attrited Customer,49,F,4,Graduate,Married,Less than $40K,Blue,42,2,4,3,2575,2517,58,0.31,1874,40,0.739,0.977
721112508,Existing Customer,48,F,3,Graduate,Married,Less than $40K,Blue,40,2,3,1,5298,0,5298,0.686,4834,80,0.667,0
720734583,Existing Customer,44,F,2,Post-Graduate,Married,Less than $40K,Blue,32,1,3,3,2540,1561,979,0.894,5039,82,0.745,0.615
772286658,Attrited Customer,63,M,1,Graduate,Single,$60K - $80K,Blue,52,6,4,3,14324,2507,11817,0.433,2083,56,0.647,0.175
771045708,Attrited Customer,41,F,5,Graduate,Married,Less than $40K,Blue,28,2,3,3,1504,970,534,0.864,2801,51,1.217,0.645
711733308,Existing Customer,45,F,2,Uneducated,Single,Less than $40K,Blue,36,2,2,2,1839,0,1839,0.782,4930,91,0.784,0
710518308,Existing Customer,54,F,2,Doctorate,Married,Less than $40K,Blue,35,1,4,2,1685,0,1685,0.457,4155,85,0.667,0
713152383,Existing Customer,40,F,3,Uneducated,Married,Less than $40K,Blue,27,1,1,1,2840,2517,323,0.591,4405,82,0.864,0.886
771935283,Existing Customer,47,F,4,Graduate,Single,$40K - $60K,Blue,36,1,2,1,2977,1927,1050,0.731,5217,88,0.725,0.647
825838908,Existing Customer,39,F,1,Uneducated,Single,Less than $40K,Blue,35,1,5,1,1961,0,1961,0.631,4846,92,0.84,0
709082808,Existing Customer,53,F,2,High School,Married,Less than $40K,Blue,36,2,3,2,2156,1198,958,0.507,5092,95,0.759,0.556
710937783,Existing Customer,53,F,0,Uneducated,Married,$40K - $60K,Blue,40,1,3,3,2772,2414,358,0.805,5313,68,1.194,0.871
789540108,Existing Customer,29,F,1,Uneducated,Married,Less than $40K,Blue,21,2,1,3,2832,1819,1013,0.674,4761,75,0.744,0.642
709824633,Existing Customer,44,F,4,High School,Single,Less than $40K,Blue,35,2,5,3,1552,1375,177,0.995,5064,80,0.905,0.886
717874533,Attrited Customer,46,M,2,High School,Single,$40K - $60K,Blue,36,5,2,2,6362,0,6362,0.596,1968,51,0.759,0
712571883,Existing Customer,40,M,3,Graduate,Divorced,Less than $40K,Silver,36,1,3,2,11409,1658,9751,0.989,4677,58,0.706,0.145
716926758,Existing Customer,40,F,2,Uneducated,Single,Less than $40K,Blue,27,2,6,2,1965,0,1965,0.608,4268,91,0.857,0
716181858,Existing Customer,42,F,2,Uneducated,Married,$40K - $60K,Blue,29,1,2,2,1622,0,1622,0.709,4633,67,0.634,0
779613933,Existing Customer,38,F,4,Uneducated,Married,Less than $40K,Blue,27,1,3,1,1736,1319,417,0.667,5045,86,0.755,0.76
709678608,Existing Customer,49,M,4,High School,Married,$80K - $120K,Blue,36,2,3,3,24256,1076,23180,0.568,4269,69,0.643,0.044
714276408,Attrited Customer,52,F,3,Uneducated,Single,$40K - $60K,Blue,36,2,3,3,1915,1445,470,0.374,2264,39,0.56,0.755
719953383,Existing Customer,38,F,4,College,Single,Less than $40K,Blue,27,2,3,3,1438.3,0,1438.3,0.721,4564,79,0.717,0
720503508,Existing Customer,44,F,1,Uneducated,Divorced,Less than $40K,Blue,37,1,2,3,5594,1235,4359,0.549,5220,75,0.829,0.221
711232608,Attrited Customer,47,F,5,High School,Single,Less than $40K,Blue,36,2,3,2,1636,0,1636,0.694,2235,35,0.591,0
708207783,Existing Customer,50,F,3,High School,Single,Less than $40K,Blue,42,1,3,2,1477,0,1477,0.685,4680,80,0.778,0
719590458,Attrited Customer,44,F,4,Graduate,Married,Less than $40K,Blue,36,6,3,3,1905,0,1905,0.845,3120,46,0.586,0
778679883,Existing Customer,39,M,2,Graduate,Single,$60K - $80K,Blue,19,1,2,1,6146,0,6146,0.577,3645,76,0.551,0
780230208,Existing Customer,53,M,2,College,Married,$40K - $60K,Blue,40,2,3,0,2672,1604,1068,0.62,4766,75,1.083,0.6
827703258,Existing Customer,42,M,4,High School,Married,$60K - $80K,Blue,38,2,2,2,13426,0,13426,0.717,4674,66,0.886,0
807379833,Attrited Customer,48,M,3,Graduate,Divorced,$40K - $60K,Blue,43,2,3,3,9104,145,8959,0.765,2563,34,0.417,0.016
711178383,Existing Customer,47,M,2,Post-Graduate,Married,$80K - $120K,Blue,35,1,3,1,30300,1166,29134,0.715,4146,64,0.882,0.038
712203333,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Blue,39,1,2,1,7088,1750,5338,0.618,4691,76,0.727,0.247
709261383,Existing Customer,56,F,3,Graduate,Married,$40K - $60K,Blue,36,2,3,2,1872,661,1211,0.756,4970,81,0.929,0.353
715829358,Existing Customer,33,F,4,College,Married,$40K - $60K,Blue,26,1,2,3,2874,2517,357,0.73,4794,88,0.6,0.876
713213133,Existing Customer,36,M,2,Graduate,Single,$40K - $60K,Blue,36,2,2,1,6763,1660,5103,0.573,4972,76,0.9,0.245
779442783,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,21,1,2,1,2867,1365,1502,0.502,4445,89,0.745,0.476
721274208,Attrited Customer,41,F,2,High School,Single,Less than $40K,Blue,36,4,3,3,2201,2104,97,0.648,2408,38,0.583,0.956
714076683,Attrited Customer,29,F,0,College,Married,Less than $40K,Blue,19,2,1,2,3261,2517,744,0.636,2461,54,0.742,0.772
788791383,Existing Customer,39,F,3,High School,Married,$40K - $60K,Blue,21,1,2,1,5027,0,5027,0.853,4850,70,0.75,0
711560058,Existing Customer,49,M,1,High School,Married,$60K - $80K,Blue,36,2,3,2,2465,1334,1131,0.95,4806,83,0.766,0.541
717657333,Existing Customer,43,F,3,Graduate,Single,Less than $40K,Blue,36,1,3,3,7584,1834,5750,0.818,4783,65,0.667,0.242
787482033,Attrited Customer,60,M,1,High School,Divorced,$80K - $120K,Blue,48,1,5,3,28930,0,28930,0.645,2251,27,0.227,0
779141658,Existing Customer,48,M,4,Graduate,Married,$80K - $120K,Blue,33,1,3,2,4963,2115,2848,0.767,4989,78,0.696,0.426
813810333,Attrited Customer,50,M,3,Post-Graduate,Married,$60K - $80K,Blue,45,6,4,3,2049,0,2049,0.974,2703,54,1,0
789613083,Existing Customer,47,M,3,Uneducated,Divorced,$60K - $80K,Blue,41,2,3,3,1943,0,1943,0.494,5108,81,0.884,0
794540883,Existing Customer,56,F,1,Post-Graduate,Married,$40K - $60K,Blue,38,1,2,1,3485,1465,2020,0.653,4776,87,1.023,0.42
811889808,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,38,3,5,1,23459,2305,21154,0.636,7279,83,0.627,0.098
720509433,Existing Customer,51,F,2,College,Single,Less than $40K,Blue,31,2,1,3,2306,1627,679,0.507,3776,70,0.944,0.706
715091208,Existing Customer,42,M,3,High School,Married,$80K - $120K,Blue,36,2,3,3,18177,841,17336,0.888,8512,94,0.679,0.046
718200333,Existing Customer,47,F,3,Uneducated,Single,Less than $40K,Blue,41,3,3,0,2894,2117,777,0.79,7471,87,0.673,0.732
713487633,Existing Customer,44,M,3,Post-Graduate,Married,$80K - $120K,Blue,32,3,4,2,34516,1807,32709,0.665,7663,91,0.655,0.052
789363408,Existing Customer,44,M,3,High School,Married,$120K +,Silver,34,3,1,2,34516,2517,31999,0.814,7427,83,0.566,0.073
713916708,Existing Customer,53,M,3,Graduate,Single,$120K +,Gold,43,3,1,3,34516,2435,32081,0.77,7758,98,0.719,0.071
823833483,Existing Customer,41,M,3,Graduate,Single,$40K - $60K,Blue,37,3,3,2,7839,1544,6295,0.715,7904,83,0.804,0.197
712879158,Existing Customer,49,M,1,High School,Married,$60K - $80K,Gold,36,2,2,3,6224,2201,4023,0.832,7693,70,0.628,0.354
709474683,Existing Customer,42,F,3,College,Married,Less than $40K,Blue,13,3,2,3,6078,1478,4600,0.849,8442,95,0.508,0.243
772313358,Existing Customer,50,M,3,High School,Single,$80K - $120K,Blue,39,3,3,2,21322,2216,19106,0.921,8693,91,0.569,0.104
711856683,Existing Customer,51,M,3,Post-Graduate,Married,$40K - $60K,Blue,36,2,3,3,1590,1273,317,0.64,7352,80,0.818,0.801
718530258,Existing Customer,52,F,3,Uneducated,Divorced,Less than $40K,Blue,36,3,1,2,1986,1411,575,0.799,7249,86,0.509,0.71
716288208,Existing Customer,48,M,3,Graduate,Single,$60K - $80K,Blue,36,2,1,1,15618,0,15618,0.706,7549,77,0.638,0
718712583,Existing Customer,44,M,2,Uneducated,Married,$80K - $120K,Blue,33,3,1,1,34496,1665,32831,0.883,8092,80,0.667,0.048
806432433,Existing Customer,40,F,2,High School,Single,$40K - $60K,Blue,35,2,1,2,2544,1713,831,0.696,8006,88,0.571,0.673
709895508,Existing Customer,42,M,3,Graduate,Married,Less than $40K,Blue,36,2,2,1,6153,974,5179,0.703,7434,92,0.586,0.158
711542358,Existing Customer,42,F,4,High School,Married,Less than $40K,Gold,36,2,3,2,15987,1187,14800,0.597,7471,88,0.467,0.074
816832383,Existing Customer,61,F,1,High School,Single,Less than $40K,Blue,56,3,2,2,3421,2266,1155,0.659,6932,75,0.744,0.662
714042108,Existing Customer,59,M,0,Uneducated,Single,$40K - $60K,Blue,36,3,2,2,11000,1013,9987,0.697,7302,86,0.654,0.092
714664683,Existing Customer,46,F,4,Uneducated,Married,Less than $40K,Blue,37,3,3,3,2490,0,2490,0.835,8178,91,0.596,0
715436883,Existing Customer,48,F,3,Post-Graduate,Married,Less than $40K,Blue,36,2,2,1,2490,1582,908,0.76,7719,86,0.623,0.635
715260558,Existing Customer,44,F,4,High School,Single,$40K - $60K,Blue,36,3,2,2,2055,0,2055,0.975,7674,80,0.633,0
713364783,Existing Customer,42,F,1,Post-Graduate,Single,Less than $40K,Blue,28,3,3,0,3453,1010,2443,0.801,8108,85,0.7,0.292
718078008,Existing Customer,40,M,2,College,Divorced,$60K - $80K,Blue,36,3,2,1,20304,0,20304,0.809,7494,85,0.667,0
798546408,Existing Customer,61,F,1,College,Single,Less than $40K,Blue,55,2,3,2,8283,1444,6839,0.698,7553,104,0.529,0.174
779018508,Existing Customer,45,M,4,Uneducated,Single,$80K - $120K,Blue,35,2,2,2,11318,2082,9236,0.733,7179,93,0.632,0.184
802668333,Attrited Customer,49,M,2,Graduate,Single,$80K - $120K,Blue,43,2,3,3,2384,1919,465,0.5,3512,50,0.471,0.805
718320933,Existing Customer,47,M,3,Uneducated,Married,$60K - $80K,Blue,36,2,3,1,11919,2347,9572,0.842,8257,96,0.574,0.197
789016983,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,32,2,5,1,2948,968,1980,0.946,7834,86,0.509,0.328
708474333,Existing Customer,42,M,3,Graduate,Married,$60K - $80K,Blue,29,3,3,1,12294,2517,9777,0.775,7906,87,0.611,0.205
711410958,Existing Customer,40,M,3,High School,Married,$60K - $80K,Blue,28,2,2,3,13452,2517,10935,0.781,7582,69,0.917,0.187
714047733,Existing Customer,53,F,3,Graduate,Single,$40K - $60K,Blue,45,2,2,1,4942,2119,2823,0.718,7460,85,0.604,0.429
710061783,Attrited Customer,49,M,1,Graduate,Married,$40K - $60K,Blue,40,6,1,4,14973,0,14973,0.895,4517,59,0.439,0
711082908,Existing Customer,44,M,4,Uneducated,Single,$80K - $120K,Blue,31,3,2,3,19719,1303,18416,0.91,8385,97,0.565,0.066
751563933,Existing Customer,43,F,3,High School,Married,Less than $40K,Blue,36,3,3,2,9484,2451,7033,0.637,7242,95,0.508,0.258
720935658,Existing Customer,57,F,4,Post-Graduate,Single,Less than $40K,Blue,45,2,2,3,3059,1744,1315,0.614,7709,89,0.561,0.57
714754533,Existing Customer,51,M,0,Doctorate,Single,$120K +,Platinum,44,3,2,3,34516,1925,32591,0.764,8012,87,0.582,0.056
714713508,Existing Customer,49,M,2,Doctorate,Divorced,$80K - $120K,Blue,36,3,3,1,25178,1803,23375,0.767,7836,87,0.582,0.072
715038033,Existing Customer,61,M,1,Graduate,Single,Less than $40K,Blue,54,3,3,1,7169,629,6540,0.807,8216,80,0.509,0.088
809169858,Existing Customer,62,M,2,Graduate,Single,$60K - $80K,Blue,56,2,3,2,18224,1383,16841,0.705,7728,93,0.576,0.076
779456508,Existing Customer,52,M,2,Graduate,Divorced,$60K - $80K,Blue,34,2,1,1,4813,0,4813,0.693,7477,91,0.655,0
708693558,Existing Customer,50,F,3,High School,Single,Less than $40K,Silver,38,3,2,2,12569,2167,10402,0.634,7344,95,0.696,0.172
816073983,Existing Customer,53,F,2,College,Single,Less than $40K,Blue,48,2,2,2,8259,1182,7077,0.822,7957,88,0.544,0.143
715851333,Existing Customer,42,M,4,High School,Married,$60K - $80K,Blue,27,2,3,2,13804,1903,11901,0.723,7376,97,0.54,0.138
715404783,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,35,3,3,0,6448,1464,4984,0.615,7546,88,0.63,0.227
773356008,Existing Customer,57,M,2,Post-Graduate,Divorced,$60K - $80K,Blue,51,2,3,3,5479,1200,4279,0.798,7960,86,0.458,0.219
789525408,Existing Customer,50,F,0,Uneducated,Married,Less than $40K,Blue,42,3,4,2,3749,1594,2155,0.738,7990,89,0.534,0.425
721212258,Existing Customer,48,M,4,High School,Single,$120K +,Blue,40,2,3,3,30210,1946,28264,0.904,7403,88,0.544,0.064
719625933,Existing Customer,41,M,3,Graduate,Married,$120K +,Blue,36,2,2,1,5807,1143,4664,0.785,8000,96,0.412,0.197
714304458,Existing Customer,44,M,3,High School,Married,$60K - $80K,Blue,36,2,2,1,3605,0,3605,0.594,6800,78,0.814,0
819975183,Existing Customer,44,F,4,College,Single,$40K - $60K,Silver,39,2,1,3,17077,2179,14898,0.738,7391,75,0.705,0.128
785515533,Existing Customer,43,F,2,College,Married,Less than $40K,Blue,37,3,3,1,5380,1337,4043,0.845,8947,93,0.576,0.249
720712533,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Gold,36,2,1,3,34516,761,33755,0.716,7499,88,0.571,0.022
709861008,Existing Customer,47,M,4,Post-Graduate,Married,$80K - $120K,Blue,30,3,3,1,27720,2414,25306,0.752,8520,89,0.589,0.087
713911233,Existing Customer,47,F,3,Doctorate,Single,$40K - $60K,Silver,39,3,2,1,18341,1060,17281,0.718,7584,85,0.7,0.058
712580958,Existing Customer,38,M,1,High School,Single,$120K +,Blue,30,2,1,1,27712,2130,25582,0.654,7399,91,0.717,0.077
719473458,Existing Customer,46,M,3,High School,Single,$40K - $60K,Blue,42,3,2,1,8285,1359,6926,0.634,7205,84,0.826,0.164
780707733,Existing Customer,41,M,1,Graduate,Married,$80K - $120K,Blue,30,3,3,2,34516,2109,32407,0.703,6832,87,0.706,0.061
780620883,Existing Customer,49,F,2,Uneducated,Single,$40K - $60K,Blue,37,2,1,3,7045,1293,5752,0.628,7381,98,0.607,0.184
720849708,Existing Customer,44,M,4,Graduate,Single,$80K - $120K,Blue,37,3,3,1,14388,2517,11871,0.709,7042,85,0.635,0.175
789312033,Attrited Customer,48,F,4,Post-Graduate,Single,Less than $40K,Blue,38,3,3,3,3874,460,3414,1.023,4921,51,0.645,0.119
778742358,Existing Customer,44,M,4,Graduate,Married,$60K - $80K,Blue,24,2,2,2,4752,0,4752,0.679,7517,76,0.617,0
713425383,Attrited Customer,59,F,1,High School,Single,Less than $40K,Blue,46,2,3,2,7484,1939,5545,0.994,4923,56,0.333,0.259
712029783,Existing Customer,42,M,4,Uneducated,Single,$80K - $120K,Silver,36,2,2,1,34516,2253,32263,0.853,7836,93,0.603,0.065
718893333,Existing Customer,52,M,3,Graduate,Married,$60K - $80K,Blue,36,3,3,2,18336,2077,16259,0.718,7509,84,0.647,0.113
718567758,Existing Customer,41,M,1,College,Married,$40K - $60K,Blue,32,3,4,2,10682,1334,9348,0.702,7332,92,0.614,0.125
771719283,Existing Customer,39,F,4,Doctorate,Married,Less than $40K,Blue,27,2,1,1,8587,1324,7263,0.897,8854,92,0.643,0.154
717926358,Existing Customer,46,F,2,Graduate,Single,Less than $40K,Blue,30,3,1,0,5494,2142,3352,1.014,8328,78,0.733,0.39
779751258,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,31,2,1,2,1946,1183,763,0.806,8423,82,0.708,0.608
774491958,Existing Customer,53,M,3,High School,Single,$60K - $80K,Blue,47,2,1,3,6228,1738,4490,0.829,8284,77,0.604,0.279
714166833,Existing Customer,44,F,3,Graduate,Single,Less than $40K,Silver,34,3,3,2,13609,1432,12177,0.836,7796,77,0.791,0.105
789681708,Existing Customer,46,M,3,Uneducated,Married,$60K - $80K,Gold,33,3,1,3,34516,713,33803,0.772,7750,82,0.608,0.021
713102733,Existing Customer,38,F,3,Graduate,Single,Less than $40K,Gold,31,2,3,2,15987,1766,14221,0.791,8195,94,0.679,0.11
715195383,Existing Customer,46,F,3,Graduate,Divorced,Less than $40K,Blue,36,3,2,2,2391,1625,766,0.662,7649,101,0.603,0.68
787226508,Existing Customer,47,M,2,College,Single,$60K - $80K,Blue,41,2,3,3,20811,1302,19509,0.793,7192,82,0.708,0.063
715170183,Existing Customer,45,M,2,Graduate,Married,$40K - $60K,Blue,36,2,1,3,3735,2113,1622,0.684,7059,82,0.577,0.566
717109983,Existing Customer,50,F,2,High School,Married,$40K - $60K,Blue,39,3,2,2,2275,2138,137,0.742,7768,83,0.729,0.94
713208033,Existing Customer,43,F,3,High School,Married,Less than $40K,Blue,36,2,3,0,7350,1360,5990,0.744,7679,64,0.684,0.185
712788258,Existing Customer,48,M,3,College,Married,$40K - $60K,Blue,34,2,2,1,1913,1405,508,0.699,7265,80,0.905,0.734
709235058,Existing Customer,46,M,4,College,Married,$40K - $60K,Silver,36,3,2,2,18956,1694,17262,0.702,8032,88,0.66,0.089
714786483,Existing Customer,45,M,4,College,Single,$60K - $80K,Blue,35,2,2,3,13445,1186,12259,0.56,7377,82,0.608,0.088
713299758,Existing Customer,53,M,1,High School,Single,Less than $40K,Blue,36,3,3,3,8979,1289,7690,0.651,7422,87,0.673,0.144
771912408,Existing Customer,49,F,2,Graduate,Married,Less than $40K,Blue,38,3,3,1,6674,1402,5272,0.695,7468,92,0.614,0.21
721445658,Existing Customer,52,F,2,Post-Graduate,Single,Less than $40K,Blue,34,3,3,3,6265,1677,4588,0.769,8162,89,0.589,0.268
719787633,Existing Customer,47,M,0,Graduate,Married,$80K - $120K,Silver,36,3,2,1,34516,1913,32603,0.84,7535,92,0.673,0.055
713697933,Existing Customer,47,M,2,Uneducated,Single,$80K - $120K,Blue,36,3,2,2,34516,1264,33252,0.774,7827,77,0.54,0.037
712208658,Existing Customer,43,M,2,High School,Single,$60K - $80K,Blue,33,1,2,1,13165,1255,11910,0.81,8126,95,0.667,0.095
708219108,Existing Customer,49,M,3,College,Divorced,$80K - $120K,Blue,38,2,3,3,9959,1143,8816,0.661,7300,77,0.638,0.115
709065483,Existing Customer,40,F,3,College,Divorced,$40K - $60K,Blue,28,2,2,3,9243,2019,7224,0.707,7841,82,0.608,0.218
715237683,Existing Customer,53,F,4,Graduate,Single,Less than $40K,Blue,44,1,1,3,4737,1649,3088,0.748,7802,88,0.492,0.348
788931558,Existing Customer,46,M,2,High School,Single,$40K - $60K,Blue,32,1,2,2,2000,1739,261,0.821,7694,85,0.7,0.87
717521508,Existing Customer,41,M,3,High School,Single,$80K - $120K,Gold,28,2,2,0,34516,2098,32418,0.746,6932,87,0.526,0.061
789298833,Existing Customer,51,M,2,Uneducated,Divorced,$80K - $120K,Blue,40,1,2,3,23453,0,23453,0.727,7555,96,0.574,0
715729683,Existing Customer,44,M,3,High School,Single,$120K +,Silver,36,1,2,2,34516,1106,33410,0.776,7936,76,0.767,0.032
717682233,Existing Customer,49,M,4,Uneducated,Married,$60K - $80K,Blue,36,1,2,2,6139,1585,4554,0.713,7906,80,0.633,0.258
719272458,Existing Customer,53,F,5,Graduate,Single,$40K - $60K,Blue,41,2,1,3,9815,1699,8116,0.62,7962,89,0.561,0.173
816615633,Existing Customer,47,F,2,Doctorate,Married,$40K - $60K,Blue,42,2,3,1,3256,2035,1221,0.655,7075,89,0.648,0.625
720167508,Existing Customer,50,M,3,Uneducated,Single,$80K - $120K,Blue,35,1,2,1,19000,2389,16611,0.81,7664,74,0.721,0.126
711152658,Existing Customer,44,M,4,Graduate,Single,$120K +,Silver,36,2,2,1,34516,1635,32881,0.768,7219,86,0.564,0.047
771772083,Existing Customer,48,M,4,Graduate,Married,$60K - $80K,Blue,37,2,1,1,13197,0,13197,0.681,8424,84,0.787,0
708419733,Attrited Customer,47,M,3,College,Single,$60K - $80K,Blue,39,5,3,2,22599,0,22599,1.039,4739,55,0.486,0
709372608,Existing Customer,43,M,4,Uneducated,Married,$60K - $80K,Blue,31,1,1,2,23457,2517,20940,0.676,7370,96,0.627,0.107
711136008,Existing Customer,41,M,4,Graduate,Single,$80K - $120K,Blue,33,1,1,3,31560,1298,30262,0.681,7641,93,0.632,0.041
716691783,Existing Customer,46,F,3,High School,Single,Less than $40K,Blue,36,2,2,3,6218,2517,3701,0.716,7689,84,0.68,0.405
709558608,Existing Customer,39,M,3,Uneducated,Single,$80K - $120K,Blue,31,2,2,3,2844,2065,779,0.638,7345,73,0.738,0.726
824177733,Existing Customer,53,F,2,High School,Single,Less than $40K,Blue,49,1,2,3,9678,1710,7968,0.745,7682,90,0.579,0.177
717535083,Existing Customer,52,F,2,Post-Graduate,Married,Less than $40K,Blue,40,2,2,1,5207,1121,4086,0.578,7153,84,0.647,0.215
712453308,Existing Customer,46,M,4,High School,Divorced,$40K - $60K,Silver,36,2,2,3,15034,1356,13678,0.754,7737,84,0.75,0.09
721008933,Existing Customer,44,F,2,Graduate,Divorced,$40K - $60K,Blue,36,1,1,2,3107,1995,1112,0.668,7535,87,0.673,0.642
720859533,Existing Customer,52,F,2,High School,Single,$40K - $60K,Blue,39,2,1,1,12214,2379,9835,0.769,8426,105,0.544,0.195
789556533,Existing Customer,52,M,4,Graduate,Married,$80K - $120K,Blue,45,2,2,3,23070,1701,21369,0.846,8070,81,0.688,0.074
717656433,Existing Customer,50,F,2,Graduate,Single,Less than $40K,Blue,40,1,2,2,2167,988,1179,0.619,7199,83,0.729,0.456
792524358,Existing Customer,55,M,3,High School,Single,$80K - $120K,Gold,49,2,1,3,34516,810,33706,0.787,7917,95,0.667,0.023
801380808,Attrited Customer,44,M,2,Doctorate,Married,$80K - $120K,Blue,38,1,2,1,25894,2517,23377,1.046,4847,49,0.815,0.097
716329383,Attrited Customer,46,F,3,Graduate,Single,Less than $40K,Blue,36,4,2,3,3138,986,2152,1.002,4724,56,0.806,0.314
716871633,Existing Customer,49,M,1,Uneducated,Single,$120K +,Blue,38,2,2,3,12055,1858,10197,0.645,7222,93,0.5,0.154
713872833,Existing Customer,54,F,2,Graduate,Single,$40K - $60K,Blue,41,2,1,3,10753,1845,8908,0.689,7302,80,0.702,0.172
711658758,Existing Customer,46,F,3,Uneducated,Married,Less than $40K,Blue,35,6,5,1,2069,1101,968,0.741,7307,82,0.745,0.532
717248583,Existing Customer,43,F,3,College,Married,Less than $40K,Silver,34,4,2,2,11362,1871,9491,0.859,7849,88,0.63,0.165
713087958,Existing Customer,53,M,4,High School,Divorced,$120K +,Blue,36,3,3,2,34516,1337,33179,0.704,7919,85,0.635,0.039
721495458,Existing Customer,44,M,3,Graduate,Married,$60K - $80K,Blue,32,2,1,1,20001,0,20001,0.742,8094,96,0.6,0
786097158,Existing Customer,48,M,2,High School,Married,$40K - $60K,Blue,42,2,3,2,8786,1559,7227,0.909,8575,92,0.736,0.177
712219083,Existing Customer,41,M,3,Uneducated,Single,$80K - $120K,Blue,28,1,3,3,7142,1917,5225,0.727,7892,83,0.729,0.268
715327683,Attrited Customer,45,F,4,Post-Graduate,Single,Less than $40K,Blue,36,1,3,3,4477,2517,1960,1.022,4996,55,0.486,0.562
715599633,Existing Customer,51,M,1,College,Married,$80K - $120K,Silver,38,2,3,2,34516,0,34516,0.678,7686,89,0.618,0
718958583,Attrited Customer,44,M,4,Post-Graduate,Single,$80K - $120K,Blue,36,5,3,2,2367,1606,761,0.956,4506,59,0.639,0.678
717397983,Existing Customer,39,M,2,Uneducated,Single,$60K - $80K,Blue,29,2,2,3,23402,958,22444,0.646,7570,98,0.633,0.041
818767458,Existing Customer,41,M,3,Graduate,Married,$120K +,Blue,36,2,3,2,6565,1130,5435,0.823,7729,97,0.644,0.172
712075083,Attrited Customer,50,M,4,High School,Single,$120K +,Blue,41,4,3,3,6982,0,6982,1.018,4830,50,0.724,0
711963183,Existing Customer,50,M,3,Uneducated,Married,Less than $40K,Blue,36,2,3,3,5128,0,5128,0.704,7588,98,0.581,0
772404633,Existing Customer,49,M,2,Graduate,Married,$80K - $120K,Silver,39,1,1,2,34516,1118,33398,0.671,7734,74,0.609,0.032
713302758,Existing Customer,49,M,2,Graduate,Married,$120K +,Blue,40,2,4,1,14646,1448,13198,0.895,8160,92,0.586,0.099
717859233,Existing Customer,41,M,5,Graduate,Married,$80K - $120K,Blue,37,1,3,2,12578,2517,10061,0.875,8362,82,0.64,0.2
718292283,Existing Customer,52,F,1,High School,Single,$40K - $60K,Blue,42,1,3,1,3416,1970,1446,0.804,8254,75,0.596,0.577
713197308,Existing Customer,42,M,4,Graduate,Married,$60K - $80K,Silver,33,1,2,1,6224,0,6224,0.63,7612,82,0.783,0
789175683,Existing Customer,49,F,2,College,Married,Less than $40K,Silver,38,2,3,2,10741,2517,8224,1.087,8352,71,0.821,0.234
811700058,Attrited Customer,41,M,2,Graduate,Single,$60K - $80K,Gold,36,2,3,3,34516,687,33829,1.015,4822,57,0.295,0.02
720164358,Attrited Customer,53,F,4,Graduate,Single,$40K - $60K,Blue,43,1,3,2,6058,0,6058,0.997,4754,60,0.463,0
710357208,Existing Customer,49,M,4,Uneducated,Married,$80K - $120K,Blue,39,2,3,2,8561,915,7646,0.637,7341,79,0.491,0.107
721486908,Existing Customer,51,F,5,High School,Single,Less than $40K,Blue,36,1,1,1,7645,2076,5569,0.759,7710,75,0.875,0.272
711210633,Existing Customer,51,M,3,Uneducated,Single,$60K - $80K,Blue,42,2,4,1,1922,1124,798,0.766,8049,76,0.434,0.585
712570458,Existing Customer,51,F,2,High School,Married,Less than $40K,Blue,33,2,1,3,5625,1640,3985,0.893,7890,75,0.875,0.292
712058133,Existing Customer,54,F,2,College,Single,Less than $40K,Blue,36,1,3,3,2274,708,1566,0.677,7735,74,0.682,0.311
708153558,Existing Customer,46,M,5,Doctorate,Divorced,$120K +,Blue,31,1,2,2,34516,1802,32714,0.871,7936,101,0.485,0.052
709893858,Attrited Customer,43,M,3,Post-Graduate,Married,$40K - $60K,Blue,36,6,2,2,9422,2108,7314,0.891,4633,58,0.611,0.224
711854808,Attrited Customer,41,M,3,High School,Married,$120K +,Blue,32,2,2,1,34516,0,34516,0.965,4734,57,0.541,0
822125283,Existing Customer,49,M,3,Uneducated,Married,$80K - $120K,Blue,45,2,1,1,4778,1351,3427,0.785,7590,74,0.682,0.283
720891633,Attrited Customer,53,F,2,High School,Single,Less than $40K,Blue,46,6,1,2,3199,0,3199,1.047,4805,59,0.639,0
715839708,Existing Customer,51,M,1,Graduate,Married,$120K +,Blue,39,2,3,2,34516,2452,32064,0.707,7111,82,0.608,0.071
769152783,Attrited Customer,60,F,2,High School,Single,Less than $40K,Blue,54,1,6,2,8141,1811,6330,1.043,5043,53,0.432,0.222
802675983,Existing Customer,42,F,3,Graduate,Married,Less than $40K,Blue,33,2,3,1,3794,1544,2250,0.72,7872,80,0.538,0.407
712716108,Existing Customer,46,F,2,Graduate,Single,Less than $40K,Blue,36,1,1,1,5785,2130,3655,0.813,7950,86,0.593,0.368
812794983,Existing Customer,41,F,3,College,Married,Less than $40K,Blue,31,2,2,2,4086,1974,2112,0.775,7932,87,0.642,0.483
708968733,Existing Customer,47,M,3,Uneducated,Married,$80K - $120K,Blue,38,1,3,2,31987,0,31987,0.814,7926,83,0.537,0
779315508,Attrited Customer,43,M,4,Post-Graduate,Single,$40K - $60K,Blue,25,1,2,2,9043,1974,7069,1.027,4638,48,0.655,0.218
740065833,Existing Customer,47,F,3,Graduate,Single,Less than $40K,Silver,40,1,2,2,11128,2517,8611,0.8,8526,93,0.661,0.226
721063533,Existing Customer,51,M,2,Graduate,Single,$40K - $60K,Blue,41,1,3,3,3062,2058,1004,0.622,7289,75,0.705,0.672
780064983,Existing Customer,44,M,1,Graduate,Married,$80K - $120K,Gold,29,2,1,3,34516,942,33574,0.75,7665,86,0.593,0.027
715298808,Existing Customer,40,M,2,High School,Divorced,$40K - $60K,Blue,32,1,3,2,7566,1618,5948,0.72,7570,88,0.544,0.214
709497108,Existing Customer,44,F,2,High School,Married,Less than $40K,Blue,36,2,1,0,6633,1322,5311,0.698,8396,106,0.738,0.199
719178183,Existing Customer,50,M,2,Graduate,Married,$80K - $120K,Silver,42,2,3,3,34516,2517,31999,0.759,8186,85,0.635,0.073
789560433,Attrited Customer,49,M,3,Post-Graduate,Single,$60K - $80K,Blue,42,2,4,2,14895,0,14895,1.043,5147,53,0.559,0
712931733,Existing Customer,49,F,4,Graduate,Single,Less than $40K,Blue,36,1,1,3,2636,1257,1379,0.661,7136,82,0.608,0.477
771097683,Attrited Customer,43,M,2,High School,Single,$120K +,Blue,30,1,2,2,10896,2517,8379,1.028,4935,58,0.487,0.231
713824983,Existing Customer,43,F,0,High School,Married,Less than $40K,Blue,35,1,1,0,8401,1085,7316,0.696,7697,98,0.508,0.129
714821433,Existing Customer,45,F,4,College,Married,Less than $40K,Blue,36,2,1,1,2737,0,2737,0.71,7587,80,0.569,0
773988708,Existing Customer,52,M,2,Uneducated,Married,$120K +,Silver,43,1,2,2,34516,1588,32928,0.745,7512,81,0.688,0.046
720198183,Existing Customer,42,M,5,College,Married,$40K - $60K,Blue,27,1,3,1,2437,1718,719,0.608,8028,77,0.54,0.705
780545133,Existing Customer,49,M,3,Graduate,Single,$80K - $120K,Blue,36,2,3,1,4557,985,3572,0.592,7333,91,0.596,0.216
711128433,Existing Customer,55,M,3,Uneducated,Single,$40K - $60K,Blue,36,1,3,3,10949,829,10120,0.749,7685,91,0.596,0.076
709556208,Existing Customer,40,F,3,College,Single,$40K - $60K,Silver,28,2,1,2,22361,1873,20488,0.701,7586,94,0.567,0.084
794482158,Existing Customer,46,M,3,College,Single,$80K - $120K,Silver,32,2,1,3,34516,1954,32562,0.755,7594,69,0.725,0.057
780450708,Attrited Customer,58,M,1,College,Single,$120K +,Silver,45,1,3,2,34516,0,34516,0.964,4864,48,0.548,0
710016708,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Silver,26,1,3,1,10877,1802,9075,0.706,7974,90,0.731,0.166
712447758,Existing Customer,46,M,2,Graduate,Married,$80K - $120K,Blue,39,2,2,3,11901,2517,9384,0.781,7998,82,0.608,0.211
720474408,Existing Customer,52,M,2,Graduate,Single,$40K - $60K,Blue,41,1,2,2,9298,1898,7400,0.655,8427,87,0.776,0.204
719401158,Existing Customer,62,F,0,Post-Graduate,Single,$40K - $60K,Blue,53,1,2,3,4136,0,4136,0.64,7739,97,0.59,0
717583908,Existing Customer,57,M,1,High School,Single,$80K - $120K,Blue,45,1,6,1,15030,1395,13635,0.625,7603,81,0.588,0.093
823519458,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,40,1,1,3,6441,2151,4290,0.64,7123,94,0.492,0.334
721227258,Existing Customer,51,M,1,Post-Graduate,Married,$120K +,Silver,31,2,5,2,34516,1991,32525,0.718,7520,79,0.681,0.058
771304383,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,33,1,2,3,4174,2507,1667,0.832,7905,86,0.755,0.601
778865583,Existing Customer,46,M,3,Graduate,Married,Less than $40K,Blue,27,1,2,2,6954,1502,5452,0.624,7510,89,0.648,0.216
818280108,Existing Customer,43,F,4,High School,Single,Less than $40K,Blue,38,1,1,1,1820,0,1820,0.708,7714,91,0.596,0
716350008,Existing Customer,52,M,1,Uneducated,Married,$40K - $60K,Blue,36,2,2,3,2937,1633,1304,0.857,8235,102,0.522,0.556
778172583,Existing Customer,46,F,3,High School,Single,Less than $40K,Blue,36,1,3,2,6636,2399,4237,0.681,7023,86,0.654,0.362
719121708,Existing Customer,41,M,2,Graduate,Married,$60K - $80K,Silver,31,2,3,3,31497,2192,29305,0.868,7685,92,0.533,0.07
714342033,Attrited Customer,52,M,1,High School,Married,$120K +,Blue,34,2,3,1,34516,0,34516,1.038,4863,56,0.474,0
788811558,Existing Customer,52,F,1,High School,Married,Less than $40K,Blue,35,1,3,3,1959,1022,937,0.78,7847,65,0.857,0.522
788943333,Attrited Customer,51,M,3,Post-Graduate,Married,$80K - $120K,Silver,37,6,2,2,34516,989,33527,1.021,4810,55,0.341,0.029
719258433,Existing Customer,49,M,5,Graduate,Single,$60K - $80K,Blue,42,2,1,3,7801,2018,5783,0.684,7561,91,0.685,0.259
717895833,Existing Customer,55,M,3,College,Single,$120K +,Blue,44,2,2,3,6455,1837,4618,0.717,8001,99,0.707,0.285
711550983,Existing Customer,46,M,1,Graduate,Divorced,$40K - $60K,Blue,37,1,2,2,11343,1175,10168,0.699,8313,107,0.672,0.104
714077583,Attrited Customer,43,M,3,Post-Graduate,Married,$40K - $60K,Platinum,31,2,3,4,23981,593,23388,0.987,4758,65,0.512,0.025
716725008,Existing Customer,49,M,4,High School,Married,$80K - $120K,Blue,40,2,3,2,7667,2191,5476,0.682,7886,94,0.679,0.286
788824083,Existing Customer,41,M,2,Uneducated,Single,$120K +,Blue,24,2,2,1,34516,1022,33494,0.743,8202,88,0.913,0.03
716335983,Existing Customer,37,M,2,High School,Single,$80K - $120K,Blue,36,1,2,3,6713,1590,5123,0.847,7946,85,0.667,0.237
719157933,Existing Customer,51,M,2,Uneducated,Married,$120K +,Blue,40,1,3,1,10984,1429,9555,0.751,7850,85,0.635,0.13
716704158,Existing Customer,50,M,1,Doctorate,Married,$120K +,Blue,39,2,3,2,34516,2517,31999,0.778,8087,86,0.509,0.073
716258358,Existing Customer,57,M,2,Uneducated,Single,$60K - $80K,Blue,36,1,1,3,23058,1534,21524,0.701,7009,82,0.708,0.067
827904183,Existing Customer,40,M,4,Uneducated,Married,$120K +,Blue,36,2,2,2,17606,1377,16229,0.861,8104,83,0.627,0.078
820394733,Existing Customer,52,M,0,College,Married,$120K +,Gold,47,2,1,1,34516,1464,33052,0.689,7690,87,0.673,0.042
716574033,Existing Customer,45,F,3,High School,Divorced,$40K - $60K,Silver,36,2,2,2,18000,1829,16171,0.675,7149,86,0.623,0.102
736786908,Existing Customer,48,F,2,College,Married,Less than $40K,Blue,41,2,2,2,5550,2517,3033,0.767,6984,85,0.545,0.454
774099708,Existing Customer,39,F,3,High School,Single,Less than $40K,Blue,33,2,1,2,1621,0,1621,0.779,7400,86,0.686,0
714282333,Existing Customer,49,F,4,College,Married,Less than $40K,Blue,36,1,1,2,3244,0,3244,0.765,7495,97,0.54,0
818316108,Existing Customer,43,F,1,Graduate,Married,Less than $40K,Blue,38,2,2,1,2550,1421,1129,0.819,8063,72,0.714,0.557
709838508,Existing Customer,45,M,3,Graduate,Divorced,$60K - $80K,Silver,31,2,1,3,34516,1509,33007,0.728,7167,91,0.625,0.044
716212383,Attrited Customer,38,M,1,High School,Single,$120K +,Blue,30,5,3,3,10874,2415,8459,0.933,4619,59,0.372,0.222
757667133,Attrited Customer,54,M,2,College,Single,$80K - $120K,Blue,47,2,2,2,13769,0,13769,1.058,4738,53,0.395,0
794571108,Attrited Customer,39,M,2,Graduate,Divorced,$40K - $60K,Silver,23,5,2,3,17894,304,17590,0.965,4691,63,0.465,0.017
711370458,Existing Customer,49,F,5,Graduate,Married,Less than $40K,Gold,38,1,2,2,15016,2016,13000,0.709,7685,84,0.527,0.134
788528958,Existing Customer,45,M,4,Graduate,Single,$120K +,Blue,38,1,1,3,9036,0,9036,0.753,8356,79,0.681,0
716745408,Existing Customer,54,M,1,High School,Single,$80K - $120K,Blue,36,1,2,3,12813,1998,10815,0.837,7803,81,0.688,0.156
771752508,Existing Customer,40,F,3,Doctorate,Married,Less than $40K,Blue,29,1,1,1,4660,1844,2816,1.018,8571,84,0.647,0.396
788916933,Existing Customer,49,M,5,College,Married,$60K - $80K,Gold,35,1,2,2,34516,1064,33452,0.796,8095,81,0.62,0.031
714938733,Attrited Customer,48,M,1,Post-Graduate,Single,$80K - $120K,Blue,38,4,2,2,13174,0,13174,0.955,4890,49,0.485,0
714422058,Existing Customer,42,M,3,Graduate,Single,$120K +,Blue,36,1,2,3,31639,2446,29193,0.632,7119,86,0.564,0.077
712191783,Existing Customer,49,M,4,High School,Married,$120K +,Gold,36,1,1,1,34516,1634,32882,0.768,7788,94,0.469,0.047
716319258,Existing Customer,43,M,4,Uneducated,Single,$120K +,Blue,36,1,1,3,34516,1742,32774,0.661,7360,82,0.745,0.05
716742483,Existing Customer,38,F,1,Graduate,Single,Less than $40K,Blue,29,2,3,3,7504,1134,6370,0.67,7525,100,0.449,0.151
708160008,Existing Customer,44,M,1,Uneducated,Married,$120K +,Blue,33,2,2,3,34516,1058,33458,0.734,7412,84,0.585,0.031
709269708,Existing Customer,45,M,4,Graduate,Single,$120K +,Platinum,34,2,2,1,34516,1488,33028,0.732,7281,95,0.532,0.043
717257658,Existing Customer,41,M,3,Graduate,Single,$80K - $120K,Blue,29,2,2,1,9357,1942,7415,0.8,7971,84,0.787,0.208
788812608,Existing Customer,56,F,2,Uneducated,Single,Less than $40K,Blue,39,1,2,3,8767,1684,7083,0.786,8066,79,0.549,0.192
718100808,Existing Customer,49,F,1,Uneducated,Married,Less than $40K,Gold,37,2,3,1,15987,2065,13922,0.705,7395,100,0.562,0.129
790051758,Attrited Customer,50,M,2,Graduate,Single,$120K +,Blue,42,2,1,2,31782,0,31782,1.056,4800,53,0.395,0
772430733,Existing Customer,42,M,2,Graduate,Married,$120K +,Blue,32,1,1,1,34516,1440,33076,0.676,7168,88,0.571,0.042
713460258,Existing Customer,45,F,0,Doctorate,Married,$40K - $60K,Silver,36,1,1,3,19107,933,18174,0.88,8987,89,0.561,0.049
719785683,Existing Customer,41,M,4,Post-Graduate,Married,$80K - $120K,Blue,36,1,2,2,21751,1573,20178,0.878,8332,102,0.569,0.072
711830433,Existing Customer,44,F,3,College,Single,Less than $40K,Blue,32,1,2,1,7926,1051,6875,0.729,7677,87,0.554,0.133
718306308,Existing Customer,48,M,4,Graduate,Married,$80K - $120K,Blue,36,1,2,3,27984,1793,26191,0.754,8147,81,0.588,0.064
772725408,Existing Customer,40,M,3,Uneducated,Divorced,$60K - $80K,Blue,30,2,3,2,24499,2517,21982,0.777,7667,84,0.527,0.103
711183558,Existing Customer,49,M,0,High School,Single,$80K - $120K,Blue,39,2,1,3,2221,1291,930,0.785,8618,98,0.815,0.581
720317658,Existing Customer,43,M,2,Graduate,Single,$80K - $120K,Blue,35,2,2,2,5858,961,4897,0.657,7916,82,0.708,0.164
710596983,Existing Customer,51,M,1,Uneducated,Single,$80K - $120K,Blue,37,1,3,2,27318,2416,24902,0.917,7481,96,0.548,0.088
717382608,Existing Customer,59,M,1,Graduate,Single,$60K - $80K,Silver,36,2,2,2,26692,2517,24175,0.796,8780,86,0.654,0.094
825767658,Existing Customer,49,M,2,Graduate,Single,$60K - $80K,Gold,45,2,3,1,34516,913,33603,0.698,7711,80,0.86,0.026
717513933,Existing Customer,38,M,3,College,Single,$120K +,Blue,26,2,2,1,14938,0,14938,0.626,7385,90,0.429,0
789186858,Existing Customer,52,M,2,Graduate,Married,$80K - $120K,Blue,41,2,5,1,33256,928,32328,0.694,7796,97,0.59,0.028
717658758,Existing Customer,49,M,4,Graduate,Single,$120K +,Silver,36,2,2,2,34516,0,34516,0.622,7962,99,0.435,0
715575258,Existing Customer,47,M,2,Graduate,Single,$40K - $60K,Blue,35,1,6,3,5791,1957,3834,0.654,7823,93,0.722,0.338
715396983,Existing Customer,46,M,1,Uneducated,Married,$80K - $120K,Blue,36,2,3,2,17698,1769,15929,0.623,8056,95,0.583,0.1
712624383,Existing Customer,52,M,4,College,Single,$80K - $120K,Silver,41,1,1,2,34516,1701,32815,0.715,7707,99,0.5,0.049
721335558,Existing Customer,57,F,2,Graduate,Single,Less than $40K,Blue,36,1,2,3,6482,1686,4796,0.753,7544,101,0.629,0.26
713761608,Existing Customer,44,M,3,Graduate,Divorced,$60K - $80K,Silver,34,2,3,3,34516,1652,32864,0.865,8450,90,0.579,0.048
720422358,Existing Customer,42,M,1,Post-Graduate,Single,$60K - $80K,Gold,36,1,1,2,34516,2276,32240,0.767,7485,90,0.552,0.066
779257233,Existing Customer,47,M,2,Uneducated,Single,$120K +,Blue,29,2,3,2,28852,1974,26878,0.713,7432,90,0.607,0.068
709418508,Existing Customer,45,M,2,Graduate,Married,$60K - $80K,Blue,35,1,2,3,7653,1693,5960,0.683,7508,93,0.576,0.221
716063583,Existing Customer,41,M,3,High School,Divorced,$60K - $80K,Blue,32,1,2,1,4549,2109,2440,0.953,8642,85,0.7,0.464
716609433,Attrited Customer,55,M,2,High School,Divorced,$120K +,Blue,46,5,3,2,16828,2517,14311,1.059,4939,63,0.465,0.15
721053633,Existing Customer,45,M,2,College,Single,$40K - $60K,Blue,31,2,2,1,6530,1425,5105,0.716,8904,101,0.656,0.218
711559008,Existing Customer,40,F,4,Post-Graduate,Single,$40K - $60K,Blue,28,2,1,2,11642,1501,10141,0.935,9137,92,0.586,0.129
718698558,Existing Customer,43,M,3,College,Single,$80K - $120K,Blue,34,2,2,2,5390,1324,4066,0.611,7739,106,0.472,0.246
770190258,Existing Customer,49,F,3,Graduate,Married,Less than $40K,Blue,43,2,1,1,7037,0,7037,0.752,7678,93,0.691,0
709008708,Existing Customer,47,M,3,College,Married,Less than $40K,Blue,34,2,1,2,8390,0,8390,0.8,8316,92,0.704,0
718457058,Existing Customer,43,M,4,High School,Married,$40K - $60K,Blue,35,1,1,1,3442,2517,925,0.62,7801,74,0.644,0.731
708472008,Existing Customer,44,F,3,Uneducated,Married,Less than $40K,Blue,36,2,3,3,6680,1839,4841,0.617,7632,95,0.532,0.275
716732958,Existing Customer,44,F,2,High School,Married,$40K - $60K,Blue,32,2,2,3,7244,2031,5213,0.724,7925,90,0.5,0.28
780108408,Existing Customer,52,M,2,Graduate,Married,$80K - $120K,Blue,37,1,3,1,34516,1369,33147,0.764,7745,82,0.64,0.04
720962208,Attrited Customer,42,M,2,Post-Graduate,Married,$60K - $80K,Blue,27,2,2,2,2476,2250,226,0.969,4659,48,0.6,0.909
714019083,Existing Customer,40,F,1,Graduate,Married,Less than $40K,Blue,30,1,1,3,2019,803,1216,0.882,8426,102,0.478,0.398
819109308,Existing Customer,62,M,0,Graduate,Divorced,$60K - $80K,Blue,56,1,3,3,6103,2517,3586,0.74,8080,92,0.704,0.412
721029858,Existing Customer,52,F,3,Graduate,Single,Less than $40K,Blue,36,2,1,2,2166,1458,708,0.712,8215,109,0.535,0.673
716762733,Existing Customer,50,F,2,Doctorate,Single,Less than $40K,Blue,40,2,1,1,3449,1634,1815,0.776,8300,94,0.469,0.474
710260983,Existing Customer,51,F,4,Graduate,Divorced,Less than $40K,Blue,36,2,3,2,2984,2512,472,0.861,8296,91,0.685,0.842
793608258,Attrited Customer,54,F,3,Graduate,Single,Less than $40K,Silver,48,1,5,2,13432,0,13432,0.918,4909,50,0.316,0
794191008,Existing Customer,46,M,2,College,Married,$120K +,Blue,40,1,2,2,34516,1649,32867,0.741,7552,87,0.611,0.048
708905733,Existing Customer,45,M,5,Uneducated,Single,$60K - $80K,Blue,32,1,2,1,20633,1989,18644,0.67,7570,91,0.655,0.096
805516608,Existing Customer,50,M,1,Graduate,Married,$80K - $120K,Silver,45,2,1,3,34516,925,33591,0.771,7755,84,0.68,0.027
720006333,Attrited Customer,48,M,2,College,Divorced,$80K - $120K,Blue,40,4,3,3,4479,0,4479,0.89,4520,63,0.37,0
780114558,Existing Customer,50,M,1,High School,Married,Less than $40K,Blue,35,2,1,3,3968,2264,1704,1.098,12535,118,0.815,0.571
718889508,Existing Customer,46,M,2,College,Divorced,$60K - $80K,Blue,37,1,3,1,10074,1223,8851,0.955,8256,99,0.623,0.121
824799108,Existing Customer,46,F,3,High School,Married,$40K - $60K,Blue,42,2,2,1,10901,1874,9027,0.608,7498,90,0.5,0.172
717370533,Existing Customer,40,M,3,Post-Graduate,Single,$120K +,Blue,26,1,2,1,34516,2088,32428,0.627,6453,89,0.589,0.06
720425508,Existing Customer,43,M,5,Graduate,Single,$80K - $120K,Blue,36,1,1,3,7196,696,6500,0.839,8689,93,0.898,0.097
712948383,Existing Customer,48,M,4,Graduate,Married,$60K - $80K,Gold,36,1,6,1,34516,0,34516,0.72,7396,100,0.562,0
712839633,Existing Customer,38,M,2,Uneducated,Single,$80K - $120K,Blue,22,2,1,3,34516,1595,32921,0.824,8871,97,0.764,0.046
820330008,Existing Customer,46,M,5,High School,Married,$120K +,Blue,42,1,1,3,32926,1540,31386,0.862,8231,98,0.556,0.047
789827208,Existing Customer,41,F,5,Graduate,Married,Less than $40K,Blue,31,2,3,1,7531,1692,5839,0.771,7768,92,0.878,0.225
718308558,Existing Customer,49,F,4,Graduate,Divorced,Less than $40K,Blue,37,2,6,1,1838,1155,683,0.742,7688,93,0.409,0.628
801064833,Existing Customer,42,M,3,Graduate,Married,$80K - $120K,Blue,36,1,1,2,30117,2129,27988,0.769,7930,91,0.542,0.071
719838558,Existing Customer,46,M,2,Uneducated,Single,$60K - $80K,Blue,35,1,1,1,5131,1484,3647,0.75,7432,92,0.559,0.289
714510483,Existing Customer,44,M,3,Graduate,Single,$80K - $120K,Gold,36,2,3,3,34516,2517,31999,0.703,7640,87,0.582,0.073
718246458,Existing Customer,53,M,3,Graduate,Single,$80K - $120K,Blue,45,2,1,2,24262,1984,22278,0.805,8241,105,0.75,0.082
710822808,Existing Customer,51,M,0,College,Single,$80K - $120K,Blue,33,1,3,1,34516,1228,33288,0.747,7854,89,0.648,0.036
709722858,Existing Customer,50,M,1,Graduate,Married,$60K - $80K,Blue,37,2,2,2,20708,1357,19351,0.852,8503,88,0.571,0.066
712582983,Attrited Customer,47,F,3,Graduate,Married,Less than $40K,Silver,36,4,3,1,14057,1381,12676,1.039,4729,54,0.742,0.098
711388458,Existing Customer,45,M,3,High School,Married,$60K - $80K,Blue,36,2,5,1,17072,1519,15553,0.831,8591,99,0.707,0.089
796174983,Existing Customer,52,M,2,High School,Single,$80K - $120K,Blue,46,2,3,3,25737,1168,24569,0.718,7722,94,0.469,0.045
712687083,Existing Customer,44,M,3,Graduate,Married,$60K - $80K,Blue,24,1,1,3,15043,0,15043,0.649,7234,83,0.694,0
713003358,Attrited Customer,40,M,3,Graduate,Single,$80K - $120K,Blue,30,2,2,2,29338,159,29179,1.017,4983,40,0.379,0.005
812443458,Existing Customer,57,M,4,Graduate,Single,$120K +,Blue,52,2,3,2,25808,0,25808,0.712,7794,94,0.843,0
708826158,Existing Customer,45,F,4,Uneducated,Divorced,$40K - $60K,Blue,27,2,2,1,3670,1684,1986,0.675,8608,100,0.515,0.459
788725608,Existing Customer,44,F,3,Graduate,Single,Less than $40K,Blue,17,1,2,3,8861,1149,7712,0.718,8387,102,0.759,0.13
717559533,Existing Customer,47,M,3,Graduate,Married,$120K +,Silver,42,1,3,1,34516,1161,33355,0.74,8212,100,0.695,0.034
709770408,Existing Customer,51,M,2,Graduate,Married,$120K +,Silver,36,1,1,2,34516,1702,32814,0.705,8652,98,0.849,0.049
720655833,Attrited Customer,48,F,4,High School,Married,Less than $40K,Blue,30,2,3,2,2913,0,2913,1.058,4955,56,0.806,0
797898858,Existing Customer,40,F,2,Uneducated,Single,Less than $40K,Blue,34,1,2,1,4748,2085,2663,0.615,7288,88,0.6,0.439
779548008,Existing Customer,50,M,2,Graduate,Single,$80K - $120K,Silver,35,1,2,3,34516,0,34516,0.742,7745,83,0.729,0
711742758,Attrited Customer,43,F,5,College,Single,$40K - $60K,Blue,32,2,3,1,11508,0,11508,1.005,5242,74,0.574,0
711947358,Existing Customer,49,M,4,Uneducated,Married,$120K +,Blue,38,2,3,1,18991,1208,17783,0.727,7716,83,0.804,0.064
712157958,Attrited Customer,44,M,3,High School,Married,$80K - $120K,Blue,36,1,3,2,10908,0,10908,0.983,4883,42,0.5,0
710192283,Existing Customer,46,M,4,Post-Graduate,Married,$40K - $60K,Blue,36,1,2,2,2219,1180,1039,0.768,8686,91,0.625,0.532
718977483,Existing Customer,56,M,4,Graduate,Single,$80K - $120K,Blue,46,2,3,1,25736,1388,24348,0.743,7209,91,0.596,0.054
712129158,Existing Customer,63,M,0,Uneducated,Single,$60K - $80K,Blue,36,2,3,1,7997,1096,6901,0.716,7747,104,0.651,0.137
714880533,Existing Customer,40,M,5,Graduate,Single,$40K - $60K,Blue,36,2,2,3,2849,1741,1108,0.791,8669,99,0.768,0.611
808287408,Existing Customer,45,M,5,Graduate,Married,$80K - $120K,Blue,40,1,2,0,29227,1151,28076,0.73,8420,100,0.852,0.039
709619433,Existing Customer,52,M,2,Doctorate,Married,$120K +,Blue,44,1,2,2,34516,1382,33134,0.856,8604,108,0.714,0.04
708881583,Existing Customer,50,M,2,Uneducated,Married,$40K - $60K,Blue,43,1,3,1,12458,1332,11126,0.68,8752,95,0.863,0.107
711332883,Attrited Customer,62,M,1,High School,Single,$60K - $80K,Blue,46,2,3,3,7547,2477,5070,1.021,5294,73,0.698,0.328
820587258,Existing Customer,45,F,4,Graduate,Married,Less than $40K,Silver,40,2,5,2,10677,0,10677,0.905,8637,94,0.808,0
779779083,Existing Customer,38,F,3,High School,Single,$40K - $60K,Gold,26,2,2,1,23981,0,23981,0.741,7872,103,0.635,0
720735408,Existing Customer,44,F,4,Doctorate,Married,$40K - $60K,Blue,30,1,3,1,6329,1643,4686,0.706,8514,109,0.73,0.26
819160158,Existing Customer,42,M,3,Uneducated,Married,$40K - $60K,Blue,37,2,3,3,4960,1724,3236,0.879,8218,88,0.913,0.348
714823308,Existing Customer,55,F,3,College,Single,Less than $40K,Gold,35,2,3,3,15987,1973,14014,0.705,7345,98,0.463,0.123
711577458,Existing Customer,52,F,1,Uneducated,Single,Less than $40K,Blue,36,2,2,1,3244,1855,1389,0.7,8087,95,0.792,0.572
787539333,Existing Customer,48,M,4,Graduate,Married,$60K - $80K,Blue,37,1,2,3,7298,2517,4781,0.838,7973,88,0.692,0.345
716806383,Existing Customer,48,M,4,Graduate,Married,$80K - $120K,Blue,40,1,1,3,28307,1506,26801,0.818,9042,122,0.605,0.053
812230308,Existing Customer,47,M,2,Graduate,Married,$40K - $60K,Blue,42,2,3,3,2430,1657,773,0.659,8444,100,0.449,0.682
778420383,Existing Customer,49,M,1,Graduate,Married,$120K +,Blue,29,2,3,2,7650,2045,5605,0.891,8609,109,0.758,0.267
774012933,Existing Customer,47,F,3,College,Divorced,$40K - $60K,Blue,41,1,2,1,6443,2073,4370,0.8,9277,92,0.769,0.322
718756533,Existing Customer,47,M,2,Uneducated,Married,$80K - $120K,Blue,41,1,2,1,13356,1497,11859,0.753,8963,105,0.694,0.112
812224983,Existing Customer,56,M,2,Graduate,Single,$120K +,Blue,51,1,1,2,4675,1340,3335,0.68,8037,100,0.852,0.287
714284358,Existing Customer,61,M,1,Uneducated,Single,$40K - $60K,Blue,52,2,1,1,2177,1329,848,0.647,7037,82,0.745,0.61
709530408,Existing Customer,45,M,4,Doctorate,Single,$120K +,Gold,36,1,3,1,34516,1411,33105,0.701,8007,96,0.778,0.041
750690258,Existing Customer,49,F,2,Graduate,Married,Less than $40K,Blue,39,2,3,3,2821,1995,826,0.62,8220,103,0.635,0.707
716283108,Existing Customer,44,F,4,Uneducated,Married,Less than $40K,Blue,36,2,2,3,6769,1133,5636,0.743,7986,88,0.6,0.167
718528833,Existing Customer,51,M,1,High School,Married,$120K +,Blue,43,2,3,2,30172,1825,28347,0.8,8879,101,0.578,0.06
718006608,Existing Customer,44,F,5,Uneducated,Single,Less than $40K,Blue,36,1,3,1,7742,1163,6579,0.729,9081,100,0.852,0.15
779293308,Existing Customer,51,M,4,Graduate,Married,$60K - $80K,Silver,33,1,3,3,25653,2059,23594,0.702,8305,103,0.746,0.08
718276758,Existing Customer,52,F,1,Graduate,Single,$40K - $60K,Blue,40,2,1,2,4705,890,3815,0.723,8226,97,0.644,0.189
712654233,Existing Customer,39,M,3,High School,Married,$80K - $120K,Blue,27,1,3,1,19150,1093,18057,0.716,8327,85,0.545,0.057
719296383,Existing Customer,38,M,2,High School,Single,$60K - $80K,Gold,18,1,2,3,34516,1494,33022,0.588,7885,85,0.635,0.043
808279158,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Blue,46,1,3,1,11765,1429,10336,0.817,8914,99,0.768,0.121
780497958,Existing Customer,41,M,3,High School,Divorced,$80K - $120K,Blue,28,1,3,3,16627,2118,14509,0.589,7996,99,0.597,0.127
715519983,Existing Customer,43,M,2,Post-Graduate,Married,$60K - $80K,Blue,34,1,1,3,13553,1448,12105,0.925,8751,94,0.808,0.107
708568983,Existing Customer,40,M,3,High School,Married,$60K - $80K,Blue,28,2,3,1,11476,2365,9111,0.65,8110,113,0.766,0.206
823648983,Existing Customer,58,M,1,Uneducated,Single,$80K - $120K,Blue,54,1,3,1,5182,1459,3723,0.72,7960,112,0.697,0.282
789412458,Attrited Customer,44,M,2,Post-Graduate,Married,$60K - $80K,Blue,34,6,3,4,23026,2517,20509,1.032,4909,52,0.625,0.109
716837508,Existing Customer,48,M,4,Graduate,Married,$60K - $80K,Blue,37,2,2,1,18477,0,18477,0.771,8695,95,0.583,0
720522633,Existing Customer,44,M,3,College,Married,$40K - $60K,Silver,36,2,1,2,16199,1533,14666,0.855,8150,106,0.631,0.095
712938258,Existing Customer,45,M,2,Graduate,Single,Less than $40K,Silver,32,2,1,3,12695,1613,11082,0.852,8328,94,0.843,0.127
708748833,Existing Customer,37,F,3,Graduate,Single,$40K - $60K,Blue,25,2,2,3,9875,1239,8636,0.939,8920,105,0.694,0.125
712645908,Existing Customer,43,M,2,High School,Married,$60K - $80K,Blue,37,1,3,3,2600,2047,553,0.749,8804,111,0.682,0.787
719714658,Attrited Customer,61,M,0,Post-Graduate,Single,$60K - $80K,Blue,43,5,3,2,12218,0,12218,1.005,5272,62,0.59,0
720874983,Existing Customer,51,M,3,Uneducated,Married,$80K - $120K,Silver,37,1,2,1,34516,0,34516,0.814,8736,97,0.702,0
719180958,Existing Customer,48,F,2,Uneducated,Divorced,$40K - $60K,Silver,39,2,2,2,21754,0,21754,0.83,9105,104,0.763,0
710360583,Existing Customer,46,M,2,Uneducated,Single,$60K - $80K,Blue,35,1,1,0,8396,604,7792,0.827,8329,101,0.656,0.072
783121008,Existing Customer,55,F,0,Graduate,Single,Less than $40K,Silver,49,1,2,3,12094,1870,10224,0.845,8285,106,0.738,0.155
789529158,Existing Customer,44,M,4,High School,Single,$60K - $80K,Blue,36,1,1,3,2946,743,2203,0.827,8553,88,0.872,0.252
708500883,Existing Customer,48,M,2,Uneducated,Single,$40K - $60K,Silver,40,2,3,2,17812,0,17812,0.75,8379,106,0.606,0
811965558,Existing Customer,46,F,4,College,Single,$40K - $60K,Blue,41,2,3,3,13743,0,13743,0.947,9406,106,0.767,0
809425533,Existing Customer,45,F,2,Uneducated,Divorced,$40K - $60K,Silver,40,5,2,2,15785,1174,14611,0.732,8097,105,0.842,0.074
716858433,Attrited Customer,43,F,4,Graduate,Single,Less than $40K,Blue,32,4,3,1,3015,0,3015,1.058,5372,75,0.596,0
812534958,Existing Customer,40,F,3,High School,Married,$40K - $60K,Silver,34,2,2,2,19000,1568,17432,0.688,8443,97,0.865,0.083
714052158,Attrited Customer,49,M,2,High School,Married,$120K +,Blue,39,2,3,2,11714,949,10765,1.036,5366,68,0.659,0.081
711458583,Existing Customer,47,M,2,College,Married,$60K - $80K,Silver,35,2,1,1,34516,1349,33167,0.674,8582,106,0.767,0.039
826451433,Existing Customer,42,M,4,Graduate,Single,$80K - $120K,Silver,38,2,1,3,34516,2273,32243,0.86,8502,103,0.717,0.066
709019283,Existing Customer,47,M,1,College,Married,$80K - $120K,Blue,39,2,3,1,5660,2210,3450,0.583,7867,100,0.695,0.39
710213508,Existing Customer,63,M,1,High School,Single,$60K - $80K,Blue,54,2,3,3,23355,1061,22294,0.864,8634,95,0.9,0.045
710814633,Existing Customer,49,M,2,Uneducated,Married,$80K - $120K,Blue,31,1,5,3,20734,2517,18217,0.888,8888,103,0.717,0.121
775267158,Existing Customer,43,F,3,Graduate,Married,$40K - $60K,Blue,37,2,1,3,2476,1396,1080,0.838,8785,111,0.609,0.564
712268808,Existing Customer,55,M,4,Graduate,Single,$120K +,Silver,36,2,2,3,34516,2443,32073,0.827,8765,105,0.721,0.071
710958933,Attrited Customer,43,M,3,Graduate,Single,$40K - $60K,Blue,35,5,3,2,6080,787,5293,0.975,4866,56,0.647,0.129
720698883,Attrited Customer,51,M,1,High School,Single,$80K - $120K,Blue,38,2,3,3,28605,0,28605,1.054,5524,67,0.718,0
713808633,Existing Customer,31,F,0,Uneducated,Divorced,Less than $40K,Silver,23,2,2,1,10850,1873,8977,0.995,13794,127,0.789,0.173
710295858,Existing Customer,43,M,4,Graduate,Divorced,$80K - $120K,Blue,32,2,1,2,24244,1649,22595,0.776,8074,84,0.647,0.068
713209308,Existing Customer,59,M,0,Graduate,Single,$60K - $80K,Blue,46,2,3,2,17218,1829,15389,0.638,7971,97,0.83,0.106
717757608,Existing Customer,53,M,2,College,Single,$120K +,Gold,36,2,1,1,34516,1051,33465,0.863,8938,114,0.676,0.03
715300683,Existing Customer,39,M,1,Uneducated,Single,$80K - $120K,Blue,36,1,1,3,34458,846,33612,0.817,8271,94,0.88,0.025
789582483,Existing Customer,60,M,1,High School,Divorced,$40K - $60K,Blue,53,2,3,3,9369,1813,7556,0.658,7699,101,0.629,0.194
770848308,Existing Customer,45,M,2,Graduate,Married,$60K - $80K,Platinum,31,2,2,1,34516,1308,33208,0.746,8773,105,0.78,0.038
713486583,Existing Customer,41,M,3,Graduate,Married,$60K - $80K,Blue,29,2,2,1,17277,2151,15126,0.701,8838,97,0.732,0.125
711339258,Existing Customer,49,F,3,Graduate,Single,$40K - $60K,Silver,36,1,3,1,20176,2219,17957,0.693,8255,86,0.911,0.11
781171908,Existing Customer,45,M,3,Graduate,Single,$40K - $60K,Blue,38,1,3,1,3751,1869,1882,0.926,9497,106,0.71,0.498
716486508,Attrited Customer,45,F,3,High School,Married,$40K - $60K,Blue,37,6,2,2,3399,0,3399,0.991,5529,78,0.66,0
771674958,Existing Customer,45,M,2,High School,Married,$40K - $60K,Blue,33,1,3,3,11529,1823,9706,0.727,8135,97,0.702,0.158
787909158,Existing Customer,40,F,3,Graduate,Divorced,Less than $40K,Blue,31,1,3,2,8694,1117,7577,0.842,9523,105,0.694,0.128
717140733,Existing Customer,52,F,1,Graduate,Single,Less than $40K,Blue,36,1,3,3,6616,831,5785,0.707,9065,85,0.735,0.126
799468083,Existing Customer,51,M,2,Graduate,Married,$40K - $60K,Blue,45,2,2,2,11467,1146,10321,1.018,14373,97,0.764,0.1
709171308,Existing Customer,30,M,1,High School,Married,$60K - $80K,Blue,16,1,3,3,15795,1742,14053,1.022,13173,96,0.846,0.11
798553158,Attrited Customer,62,F,1,Graduate,Single,Less than $40K,Blue,56,1,2,1,3109,0,3109,1.054,5470,72,0.674,0
720819858,Existing Customer,47,F,4,Post-Graduate,Single,Less than $40K,Blue,27,1,2,2,8837,2517,6320,0.618,8210,100,0.754,0.285
710924658,Existing Customer,52,F,2,High School,Single,$40K - $60K,Blue,36,1,2,2,2540,1093,1447,0.783,9339,99,0.737,0.43
718504233,Attrited Customer,43,F,4,Uneducated,Married,Less than $40K,Blue,30,2,2,3,2082,1794,288,0.735,3423,48,0.92,0.862
709108533,Existing Customer,49,M,4,Graduate,Married,$80K - $120K,Blue,29,2,2,3,9959,2216,7743,0.747,15139,90,0.837,0.223
714352533,Existing Customer,47,F,3,Graduate,Married,$40K - $60K,Silver,29,1,2,2,15472,865,14607,0.756,14132,103,0.746,0.056
813804783,Attrited Customer,41,F,1,High School,Single,$40K - $60K,Blue,36,4,3,3,2667,0,2667,0.494,4399,54,0.862,0
771062733,Existing Customer,44,F,2,Graduate,Single,Less than $40K,Blue,31,1,2,1,4291,1285,3006,0.846,15511,101,0.629,0.299
715649358,Attrited Customer,39,M,2,College,Married,$60K - $80K,Blue,26,1,2,2,3879,0,3879,0.928,7786,81,0.929,0
715209333,Existing Customer,32,M,0,High School,Single,$60K - $80K,Blue,36,1,1,1,6224,1965,4259,0.739,13630,124,0.699,0.316
718732833,Attrited Customer,56,F,1,College,Single,Less than $40K,Blue,48,4,2,2,2783,1763,1020,0.344,3967,42,0.4,0.633
816328308,Existing Customer,60,F,0,Graduate,Married,Less than $40K,Blue,55,2,1,3,3773,0,3773,0.684,14264,118,0.873,0
711814608,Existing Customer,41,F,5,High School,Married,$40K - $60K,Silver,36,2,1,1,19281,1805,17476,0.893,15423,110,0.692,0.094
803216433,Attrited Customer,43,F,5,Graduate,Married,Less than $40K,Silver,33,6,3,2,14806,2517,12289,0.558,4804,57,0.462,0.17
710694033,Existing Customer,32,M,0,Graduate,Divorced,$40K - $60K,Blue,36,2,1,1,7473,1253,6220,0.98,13400,104,0.733,0.168
709257708,Existing Customer,47,F,2,High School,Single,Less than $40K,Blue,41,1,1,2,3108,1978,1130,0.917,14965,127,0.716,0.636
720174033,Existing Customer,46,M,3,Graduate,Divorced,$80K - $120K,Blue,33,1,3,1,34516,975,33541,0.738,12871,104,0.552,0.028
820666083,Attrited Customer,41,M,2,Graduate,Single,$120K +,Blue,37,5,3,4,27742,2517,25225,0.835,8646,85,0.977,0.091
712044558,Attrited Customer,51,F,1,Uneducated,Single,Less than $40K,Silver,41,6,2,3,14563,1309,13254,0.708,6408,70,0.944,0.09
713131158,Attrited Customer,58,M,2,Uneducated,Single,$80K - $120K,Blue,46,1,3,1,10286,0,10286,0.908,8199,59,0.903,0
795869583,Existing Customer,53,F,3,Uneducated,Married,Less than $40K,Blue,47,1,3,2,3733,1620,2113,0.765,15200,118,0.934,0.434
789535233,Existing Customer,52,M,1,Graduate,Single,$80K - $120K,Silver,44,2,1,2,34516,1618,32898,1,11603,109,0.847,0.047
716441058,Existing Customer,45,F,4,High School,Single,Less than $40K,Silver,36,2,5,2,14416,0,14416,0.788,13820,99,0.65,0
718113633,Attrited Customer,41,M,3,Uneducated,Married,$120K +,Blue,36,1,2,3,34516,0,34516,0.377,5603,56,0.244,0
708908883,Existing Customer,37,F,2,Graduate,Divorced,Less than $40K,Silver,32,1,3,2,12033,1025,11008,0.684,12603,106,0.893,0.085
712152408,Existing Customer,44,M,4,High School,Single,$60K - $80K,Gold,29,1,2,1,34516,1930,32586,0.615,12478,97,0.764,0.056
798451908,Existing Customer,36,F,2,Graduate,Married,Less than $40K,Blue,30,1,3,2,5723,0,5723,0.85,12403,120,0.69,0
794962983,Existing Customer,47,F,3,Graduate,Divorced,Less than $40K,Blue,41,1,1,3,9947,2496,7451,0.802,14576,110,0.774,0.251
721000833,Existing Customer,49,M,0,Uneducated,Married,$60K - $80K,Blue,38,1,3,2,3599,0,3599,0.738,13324,110,0.594,0
720086358,Existing Customer,58,M,2,Doctorate,Married,$120K +,Blue,48,2,3,1,12648,1604,11044,0.719,14465,125,0.712,0.127
710064033,Attrited Customer,45,M,3,Uneducated,Married,$40K - $60K,Blue,28,2,2,5,4572,0,4572,0.48,3555,42,0.4,0
710833908,Existing Customer,45,M,5,High School,Married,$80K - $120K,Blue,25,1,3,3,25601,1384,24217,0.745,12896,100,0.852,0.054
772339383,Existing Customer,54,M,3,Post-Graduate,Single,$40K - $60K,Blue,44,2,5,3,4216,1290,2926,0.86,13787,121,0.571,0.306
721382208,Existing Customer,38,F,2,High School,Married,$40K - $60K,Blue,27,2,1,2,3140,2517,623,0.801,13677,122,0.821,0.802
779349783,Existing Customer,46,M,3,Doctorate,Married,$60K - $80K,Blue,31,2,2,2,21161,1198,19963,0.783,13119,104,0.625,0.057
709210833,Existing Customer,48,F,2,Doctorate,Married,$40K - $60K,Blue,36,1,2,2,9074,1648,7426,0.727,14084,110,0.803,0.182
821752908,Existing Customer,53,M,2,High School,Single,$60K - $80K,Blue,49,2,3,2,4142,2252,1890,0.714,15078,117,0.746,0.544
789878283,Existing Customer,39,M,3,Graduate,Married,$40K - $60K,Blue,29,2,2,2,3152,1174,1978,0.862,13670,117,0.857,0.372
709319658,Attrited Customer,48,F,4,Graduate,Single,Less than $40K,Platinum,37,5,3,4,15987,0,15987,0.827,7681,71,0.69,0
719222133,Existing Customer,41,M,3,Graduate,Single,$40K - $60K,Blue,36,2,3,2,8919,1723,7196,0.848,13719,96,0.714,0.193
712718958,Existing Customer,49,M,2,High School,Divorced,$40K - $60K,Blue,36,2,1,1,3308,2150,1158,0.879,15019,101,0.656,0.65
713705358,Existing Customer,37,M,2,Graduate,Single,$60K - $80K,Blue,28,2,6,1,7349,994,6355,0.864,13970,109,0.847,0.135
789551883,Existing Customer,52,F,3,Graduate,Single,$40K - $60K,Blue,45,1,1,2,14803,985,13818,0.831,14426,87,0.642,0.067
812247033,Attrited Customer,51,F,3,Uneducated,Married,Less than $40K,Blue,46,5,5,2,3536,0,3536,0.542,3281,39,0.393,0
717580458,Attrited Customer,43,M,4,Uneducated,Divorced,$80K - $120K,Blue,36,2,3,2,19333,0,19333,0.969,7847,63,0.75,0
780551733,Existing Customer,54,F,1,High School,Married,Less than $40K,Silver,44,2,2,3,11605,1470,10135,0.93,12592,117,0.8,0.127
719722308,Existing Customer,31,F,0,Uneducated,Divorced,Less than $40K,Blue,22,2,1,3,3329,0,3329,0.641,13109,114,0.727,0
718328283,Existing Customer,40,F,4,High School,Single,Less than $40K,Blue,36,2,1,3,3961,1531,2430,0.646,12631,100,0.852,0.387
715610733,Attrited Customer,60,M,1,Uneducated,Married,$40K - $60K,Blue,47,6,1,5,3735,1175,2560,1.036,8193,66,0.65,0.315
710161083,Attrited Customer,62,F,0,Uneducated,Single,Less than $40K,Blue,36,6,3,3,5780,0,5780,0.394,6613,40,0.429,0
712464933,Existing Customer,44,M,2,Graduate,Married,$80K - $120K,Blue,36,2,2,2,19141,1933,17208,1.05,15203,114,0.781,0.101
713869083,Existing Customer,56,M,2,High School,Married,$80K - $120K,Blue,43,2,2,1,29394,1002,28392,0.935,14901,92,0.673,0.034
711465333,Existing Customer,35,M,4,High School,Single,$80K - $120K,Blue,26,2,1,1,24250,0,24250,0.753,12593,99,0.768,0
719924433,Existing Customer,40,F,4,Graduate,Married,$40K - $60K,Silver,32,1,2,3,16191,0,16191,0.967,13452,107,0.621,0
719248158,Existing Customer,52,M,2,High School,Divorced,$60K - $80K,Blue,42,1,3,2,7261,1443,5818,0.972,14533,108,0.565,0.199
719944458,Existing Customer,29,M,0,High School,Single,$40K - $60K,Blue,36,2,3,1,4023,1437,2586,0.69,12510,96,0.92,0.357
715799808,Attrited Customer,52,M,0,High School,Single,$60K - $80K,Blue,39,4,3,2,3764,0,3764,0.776,6574,69,0.865,0
711838008,Attrited Customer,37,M,3,Graduate,Married,$60K - $80K,Blue,28,2,3,2,6407,478,5929,1.022,9322,77,0.833,0.075
719413383,Existing Customer,32,M,1,Uneducated,Single,$60K - $80K,Silver,36,2,3,1,33711,1437,32274,0.942,14880,134,0.654,0.043
789594108,Existing Customer,47,M,5,College,Single,$80K - $120K,Blue,41,1,1,3,3429,1779,1650,0.938,14107,99,0.65,0.519
820271208,Existing Customer,46,M,2,Graduate,Divorced,$60K - $80K,Blue,41,2,2,3,7064,1234,5830,0.955,13791,103,0.585,0.175
708369633,Attrited Customer,34,F,3,Graduate,Married,Less than $40K,Gold,36,6,3,2,15487,1847,13640,0.943,7031,67,0.811,0.119
712055433,Existing Customer,39,F,4,High School,Married,Less than $40K,Blue,36,2,2,1,3600,2072,1528,0.94,14137,116,0.966,0.576
721114458,Existing Customer,46,M,4,College,Single,$120K +,Blue,36,1,2,2,34516,585,33931,0.802,14319,96,0.655,0.017
714959358,Attrited Customer,50,M,3,High School,Married,$80K - $120K,Silver,36,5,3,3,34516,2292,32224,0.876,8045,71,0.868,0.066
708396033,Existing Customer,45,F,2,Uneducated,Married,Less than $40K,Blue,27,1,2,2,2490,1059,1431,0.715,12257,101,0.772,0.425
719593608,Attrited Customer,56,M,1,Uneducated,Married,$80K - $120K,Blue,36,6,2,1,33870,0,33870,0.872,7661,61,0.525,0
714941358,Attrited Customer,53,F,4,Graduate,Married,Less than $40K,Blue,36,2,3,6,4005,0,4005,0.896,7022,75,0.667,0
716088783,Attrited Customer,60,M,0,College,Married,$80K - $120K,Blue,50,1,4,2,29239,0,29239,1.057,8169,65,0.585,0
718458858,Attrited Customer,41,M,4,Graduate,Single,$80K - $120K,Silver,29,2,3,6,34516,0,34516,0.434,3526,53,0.828,0
715754133,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,32,2,2,3,3391,1359,2032,0.662,13212,107,0.646,0.401
715630983,Attrited Customer,31,F,0,Graduate,Single,Less than $40K,Blue,21,4,2,3,4598,0,4598,0.439,6317,77,0.833,0
712768983,Attrited Customer,51,M,4,Graduate,Single,$80K - $120K,Silver,42,6,4,2,34516,230,34286,1.004,8629,65,0.548,0.007
716881683,Attrited Customer,45,M,5,Uneducated,Married,$80K - $120K,Blue,34,2,3,3,3435,2517,918,0.332,5567,51,0.545,0.733
711108408,Existing Customer,55,M,2,Uneducated,Single,$60K - $80K,Blue,36,2,1,1,17540,1337,16203,0.734,14244,96,0.6,0.076
717565233,Existing Customer,51,M,3,Doctorate,Single,$80K - $120K,Blue,38,2,3,2,31346,1318,30028,0.862,13303,92,0.804,0.042
789539058,Existing Customer,28,M,0,Uneducated,Single,Less than $40K,Blue,20,1,1,3,4342,893,3449,0.878,17064,116,0.758,0.206
768643158,Existing Customer,44,F,5,Graduate,Divorced,Less than $40K,Blue,38,2,1,3,3842,2459,1383,0.691,13598,119,0.725,0.64
721530633,Existing Customer,51,F,2,Graduate,Single,$40K - $60K,Blue,36,1,1,1,3785,1329,2456,0.864,15209,104,0.891,0.351
721188033,Existing Customer,48,M,5,College,Married,Less than $40K,Blue,39,2,3,1,6797,2239,4558,0.922,16171,112,0.778,0.329
810261633,Existing Customer,44,M,4,Graduate,Single,$60K - $80K,Blue,39,2,2,3,9682,1727,7955,0.88,14991,95,0.9,0.178
717529233,Attrited Customer,40,F,3,Graduate,Single,Less than $40K,Blue,30,4,3,2,3319,0,3319,0.262,4840,44,0.375,0
720943308,Existing Customer,47,M,3,Graduate,Single,$60K - $80K,Silver,36,1,1,2,30498,1990,28508,0.839,16202,120,0.791,0.065
711794358,Attrited Customer,61,M,0,College,Single,$80K - $120K,Blue,50,2,4,3,21398,0,21398,0.695,3119,53,0.767,0
709406733,Existing Customer,46,M,3,Graduate,Divorced,$80K - $120K,Blue,36,2,2,1,20434,1504,18930,0.725,13280,106,0.656,0.074
708572658,Existing Customer,49,M,5,Graduate,Married,$60K - $80K,Silver,38,1,1,2,29531,2088,27443,0.843,15039,120,0.69,0.071
714001008,Existing Customer,56,M,1,Uneducated,Divorced,$120K +,Blue,36,1,1,2,3730,0,3730,0.732,13997,102,0.619,0
712833633,Existing Customer,41,M,2,Post-Graduate,Married,$40K - $60K,Blue,36,2,1,3,10688,653,10035,0.682,13866,98,0.508,0.061
712412958,Existing Customer,41,F,3,Doctorate,Married,$40K - $60K,Silver,33,1,1,2,18266,822,17444,0.875,14615,124,0.797,0.045
720535008,Existing Customer,46,M,4,Uneducated,Single,$80K - $120K,Blue,36,1,2,3,10492,1094,9398,0.915,13764,104,0.733,0.104
711578658,Existing Customer,56,F,2,High School,Married,$40K - $60K,Blue,49,1,3,3,6380,2517,3863,0.706,13945,97,1.064,0.395
780730008,Existing Customer,51,M,2,College,Single,$120K +,Blue,36,2,2,2,3477,752,2725,0.703,13627,120,0.739,0.216
824816358,Existing Customer,36,F,1,Uneducated,Single,Less than $40K,Blue,32,2,3,2,3277,0,3277,0.84,14252,127,0.649,0
716106108,Existing Customer,49,M,4,Post-Graduate,Married,$120K +,Silver,41,2,3,2,34516,0,34516,0.663,13376,129,0.72,0
719694408,Attrited Customer,30,F,1,College,Single,Less than $40K,Blue,36,4,3,6,4541,0,4541,0.976,7996,80,0.778,0
806992533,Existing Customer,49,F,1,Graduate,Married,Less than $40K,Blue,44,2,1,1,8284,797,7487,0.824,13092,102,0.569,0.096
718045008,Attrited Customer,31,M,0,Post-Graduate,Married,Less than $40K,Blue,21,1,2,2,3768,0,3768,0.799,6639,71,1.152,0
711010683,Existing Customer,35,M,3,High School,Married,$40K - $60K,Blue,27,1,2,3,14382,1950,12432,0.578,12941,131,0.819,0.136
718801158,Existing Customer,49,M,3,Graduate,Single,$40K - $60K,Gold,36,2,2,2,23981,1408,22573,0.844,14455,96,0.846,0.059
712256358,Existing Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,23,1,3,1,22729,1581,21148,1.025,13672,110,0.746,0.07
710968008,Existing Customer,37,F,4,Uneducated,Married,Less than $40K,Blue,26,2,1,2,3423,647,2776,0.73,14308,124,0.722,0.189
718102758,Existing Customer,61,F,0,High School,Married,Less than $40K,Blue,36,2,1,3,3175,1116,2059,0.978,14071,101,0.683,0.351
811076883,Attrited Customer,45,M,3,Graduate,Married,$40K - $60K,Blue,40,1,4,3,7979,0,7979,0.465,5056,63,0.853,0
716863458,Attrited Customer,44,M,2,Uneducated,Single,$80K - $120K,Silver,36,2,3,3,34516,569,33947,0.919,8570,68,0.789,0.016
814590483,Existing Customer,45,F,2,Graduate,Married,$40K - $60K,Blue,40,1,3,3,3592,865,2727,0.663,12777,95,0.727,0.241
773283108,Existing Customer,31,M,0,High School,Married,$60K - $80K,Silver,24,1,1,3,32535,1722,30813,0.856,15738,116,0.657,0.053
714615258,Attrited Customer,32,M,1,High School,Single,$40K - $60K,Blue,36,6,3,2,4819,2134,2685,0.834,9330,64,0.882,0.443
788687133,Existing Customer,42,M,2,Graduate,Married,$80K - $120K,Blue,31,2,3,1,16433,0,16433,0.791,13678,125,0.736,0
717781608,Existing Customer,52,F,3,Graduate,Married,Less than $40K,Blue,40,2,2,1,9230,1518,7712,0.774,14082,99,0.833,0.164
720136458,Existing Customer,39,M,3,Post-Graduate,Married,$60K - $80K,Blue,36,2,2,3,6867,776,6091,0.715,14119,97,0.764,0.113
716247708,Existing Customer,51,M,4,College,Single,$120K +,Gold,33,2,2,2,34516,1848,32668,0.775,14149,103,0.689,0.054
714968208,Existing Customer,52,M,2,High School,Married,$80K - $120K,Blue,36,2,3,1,18046,0,18046,0.819,13758,104,0.677,0
719913783,Existing Customer,40,M,3,Graduate,Single,$40K - $60K,Blue,27,2,2,3,7680,1589,6091,0.688,13617,105,0.721,0.207
720621408,Existing Customer,38,F,2,Uneducated,Married,Less than $40K,Blue,36,2,3,2,7825,0,7825,0.724,14326,100,0.786,0
721169883,Existing Customer,41,M,5,College,Married,$60K - $80K,Blue,31,1,3,2,5002,1945,3057,1.035,16161,109,0.787,0.389
714577233,Existing Customer,50,F,3,Graduate,Married,$40K - $60K,Blue,41,2,3,1,4755,0,4755,0.776,15999,109,0.73,0
712367658,Existing Customer,58,M,1,Uneducated,Single,$80K - $120K,Blue,40,1,3,0,22104,1783,20321,0.805,13830,112,0.806,0.081
803655333,Existing Customer,53,M,2,Post-Graduate,Single,$60K - $80K,Silver,47,1,3,3,29038,2295,26743,0.657,12025,103,0.807,0.079
710455608,Attrited Customer,40,M,3,High School,Single,$80K - $120K,Blue,36,2,3,2,4620,0,4620,0.654,6644,61,0.694,0
711328458,Existing Customer,58,M,1,High School,Married,$80K - $120K,Blue,50,1,1,3,34516,1341,33175,0.812,13988,127,0.789,0.039
708123033,Existing Customer,41,F,3,Graduate,Single,Less than $40K,Silver,30,2,1,1,11463,0,11463,0.908,14511,105,0.721,0
713514633,Attrited Customer,59,M,2,Graduate,Single,$60K - $80K,Blue,50,2,4,2,6224,0,6224,0.801,8291,69,1.029,0
710374008,Existing Customer,53,M,1,Graduate,Single,$80K - $120K,Blue,47,1,1,2,34516,1583,32933,0.631,12906,100,0.639,0.046
715017858,Existing Customer,44,M,2,Uneducated,Married,$120K +,Platinum,36,2,1,3,34516,1421,33095,0.744,14465,114,0.754,0.041
717571683,Attrited Customer,47,F,4,Uneducated,Married,$40K - $60K,Gold,34,2,3,3,23981,0,23981,0.196,4536,61,0.605,0
743420208,Existing Customer,47,F,2,College,Single,Less than $40K,Blue,40,2,2,2,4822,1882,2940,0.833,13816,121,0.891,0.39
714593883,Existing Customer,53,F,2,Graduate,Married,Less than $40K,Silver,45,1,2,1,12100,1350,10750,0.854,13138,115,0.667,0.112
819628158,Existing Customer,42,M,3,Graduate,Single,$60K - $80K,Blue,37,2,3,1,17887,1821,16066,0.687,14544,116,1.148,0.102
712021233,Attrited Customer,33,M,3,Graduate,Married,$60K - $80K,Blue,15,5,1,3,23399,0,23399,1.051,9356,74,0.85,0
708873183,Existing Customer,47,M,2,Post-Graduate,Single,$60K - $80K,Blue,39,1,3,2,17575,618,16957,0.917,15473,128,0.684,0.035
766224933,Existing Customer,46,M,2,Graduate,Married,$80K - $120K,Blue,39,1,1,1,29528,1769,27759,0.771,14428,119,0.7,0.06
771626283,Existing Customer,54,M,2,Post-Graduate,Married,$60K - $80K,Platinum,42,1,3,1,34516,1996,32520,0.988,15033,114,0.81,0.058
720372483,Existing Customer,60,F,0,High School,Married,Less than $40K,Blue,36,1,1,3,4147,2262,1885,0.565,14624,111,0.79,0.545
716124408,Attrited Customer,32,M,2,Graduate,Single,$120K +,Gold,22,2,2,3,34516,1692,32824,0.983,7486,64,0.73,0.049
716979183,Existing Customer,45,M,2,College,Married,$60K - $80K,Blue,34,1,1,2,17646,1396,16250,0.851,15527,106,0.893,0.079
716480358,Existing Customer,45,M,3,Uneducated,Single,$60K - $80K,Blue,36,2,2,1,11121,1296,9825,0.789,13814,81,1.025,0.117
800758233,Attrited Customer,30,M,0,College,Single,$60K - $80K,Blue,24,6,2,2,4109,0,4109,0.949,8642,77,0.481,0
720413658,Existing Customer,44,M,2,High School,Married,$120K +,Blue,31,2,1,3,6176,905,5271,0.805,15102,95,0.792,0.147
716323683,Existing Customer,31,M,0,Graduate,Married,$80K - $120K,Blue,36,2,3,3,32791,1607,31184,0.752,13177,106,0.738,0.049
819616383,Existing Customer,40,F,3,Uneducated,Divorced,Less than $40K,Blue,35,2,3,3,4772,2004,2768,0.696,14748,118,0.761,0.42
716987358,Attrited Customer,29,M,0,Post-Graduate,Divorced,$60K - $80K,Blue,15,2,1,3,8022,0,8022,0.381,5660,59,0.735,0
710300733,Existing Customer,38,M,3,High School,Single,$120K +,Blue,27,2,4,1,34516,0,34516,0.919,13781,106,0.797,0
709259958,Attrited Customer,53,F,1,Graduate,Single,Less than $40K,Blue,44,1,3,2,5541,2517,3024,0.879,9195,73,0.825,0.454
716296833,Existing Customer,56,M,0,Doctorate,Single,$80K - $120K,Blue,47,2,1,2,7204,0,7204,0.803,14042,113,0.766,0
771507258,Existing Customer,38,F,2,Graduate,Single,Less than $40K,Blue,26,1,2,1,3860,1175,2685,0.734,14474,118,0.71,0.304
713758758,Existing Customer,48,M,2,High School,Married,Less than $40K,Silver,36,2,2,2,14581,2517,12064,0.776,17628,109,0.817,0.173
779809908,Existing Customer,44,F,3,High School,Single,Less than $40K,Blue,34,2,2,2,3084,0,3084,0.861,12739,96,0.882,0
780349833,Existing Customer,36,M,2,College,Married,$40K - $60K,Gold,23,1,1,3,23981,0,23981,0.827,15236,120,0.875,0
818235408,Existing Customer,30,M,0,College,Married,$60K - $80K,Blue,25,2,3,1,19534,0,19534,0.616,15634,118,0.639,0
709213458,Attrited Customer,42,M,3,High School,Married,$80K - $120K,Blue,36,1,3,2,22993,0,22993,1.004,7867,75,0.786,0
712238958,Existing Customer,45,M,4,Graduate,Married,Less than $40K,Blue,36,1,2,3,7231,1047,6184,0.947,15571,115,0.797,0.145
711813258,Existing Customer,56,M,2,College,Single,$60K - $80K,Gold,43,2,1,2,34516,2022,32494,0.761,13633,116,0.785,0.059
792139308,Existing Customer,48,F,3,Graduate,Single,$40K - $60K,Blue,42,1,2,3,9215,639,8576,0.646,13345,114,0.754,0.069
718123608,Existing Customer,32,M,2,Graduate,Married,$80K - $120K,Blue,36,2,1,2,25438,1907,23531,0.741,16485,104,0.793,0.075
715369008,Existing Customer,46,F,3,High School,Single,Less than $40K,Blue,36,1,2,2,3759,0,3759,0.722,15331,106,0.767,0
717556758,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,36,1,2,3,3029,2267,762,0.842,14934,113,0.823,0.748
718252533,Attrited Customer,30,F,0,Graduate,Divorced,Less than $40K,Blue,18,5,1,1,4203,996,3207,0.705,7292,68,0.7,0.237
716340783,Existing Customer,48,M,4,High School,Married,$80K - $120K,Blue,36,1,1,2,21526,1320,20206,0.762,14441,105,0.875,0.061
717898758,Attrited Customer,55,F,2,Graduate,Married,Less than $40K,Silver,45,6,3,3,12207,0,12207,0.319,5838,74,1.056,0
789791808,Existing Customer,43,M,4,High School,Married,$40K - $60K,Blue,32,2,2,2,7139,1512,5627,1.106,14802,112,0.75,0.212
712544358,Existing Customer,48,M,3,Graduate,Married,$120K +,Gold,36,1,4,2,34516,1823,32693,1.062,15552,108,0.831,0.053
720306408,Existing Customer,50,F,2,High School,Single,Less than $40K,Blue,41,2,3,2,6704,0,6704,0.856,12576,103,0.776,0
721488858,Existing Customer,53,M,3,Uneducated,Married,$60K - $80K,Silver,38,1,3,2,32417,871,31546,0.911,14381,121,0.862,0.027
710771433,Existing Customer,48,M,1,Graduate,Single,$80K - $120K,Blue,36,1,3,1,2754,2152,602,0.821,13991,125,0.761,0.781
717663033,Existing Customer,51,M,2,Uneducated,Single,$120K +,Blue,35,1,2,2,34516,1068,33448,0.966,16428,123,0.809,0.031
788778033,Existing Customer,39,F,2,College,Single,Less than $40K,Silver,20,1,2,3,12338,1277,11061,0.828,15869,109,0.758,0.104
708649683,Existing Customer,51,M,2,High School,Single,$60K - $80K,Blue,42,1,3,2,16703,1140,15563,0.555,15472,122,0.768,0.068
708770883,Existing Customer,43,M,2,Uneducated,Married,$80K - $120K,Blue,24,2,2,2,16667,1463,15204,0.803,15301,115,0.797,0.088
719210133,Existing Customer,47,M,3,Uneducated,Single,$60K - $80K,Blue,35,2,3,1,14131,1333,12798,0.767,12779,103,0.689,0.094
714690633,Existing Customer,51,F,3,Graduate,Single,Less than $40K,Blue,36,1,3,1,3276,1474,1802,0.759,14212,116,0.681,0.45
719719158,Existing Customer,38,M,4,Post-Graduate,Single,$80K - $120K,Silver,36,1,3,1,34516,1435,33081,0.865,15584,114,0.839,0.042
712690458,Existing Customer,38,F,2,Uneducated,Married,Less than $40K,Blue,28,1,1,2,3629,1891,1738,0.917,15982,113,0.687,0.521
716947083,Existing Customer,32,M,3,High School,Single,$40K - $60K,Blue,36,2,2,1,3845,1871,1974,0.847,14593,110,0.803,0.487
709075533,Attrited Customer,41,M,5,Uneducated,Single,$80K - $120K,Blue,32,4,3,3,12094,0,12094,0.995,8607,90,0.957,0
712952283,Existing Customer,50,M,3,Graduate,Married,$120K +,Blue,35,1,1,2,34516,1638,32878,0.761,14474,121,0.833,0.047
718663983,Existing Customer,38,F,1,Doctorate,Single,Less than $40K,Blue,36,2,2,2,3466,2517,949,0.699,13140,94,0.709,0.726
789550458,Existing Customer,59,M,0,High School,Single,$40K - $60K,Silver,52,1,2,1,15223,1729,13494,0.863,14230,111,0.79,0.114
708226833,Existing Customer,53,M,1,High School,Married,$120K +,Gold,44,1,6,3,34516,831,33685,0.727,13247,107,0.754,0.024
714361083,Attrited Customer,40,F,2,College,Single,Less than $40K,Blue,36,4,2,3,5989,0,5989,0.311,5843,60,0.176,0
714608583,Attrited Customer,45,M,5,High School,Divorced,$120K +,Blue,36,2,3,2,5287,0,5287,0.841,8392,69,0.683,0
717173358,Existing Customer,60,F,0,Graduate,Single,$40K - $60K,Blue,47,1,2,3,9502,1881,7621,0.717,14418,100,0.754,0.198
719773158,Existing Customer,42,M,3,Graduate,Married,$80K - $120K,Blue,36,1,3,0,29738,2370,27368,0.806,14270,97,0.902,0.08
709476033,Existing Customer,55,M,2,Uneducated,Married,$120K +,Blue,48,2,1,2,6577,1800,4777,0.786,14229,120,0.69,0.274
770560683,Existing Customer,51,M,1,Graduate,Married,$120K +,Gold,37,2,3,1,34516,2417,32099,0.947,13021,117,0.625,0.07
788766933,Existing Customer,46,M,2,Post-Graduate,Married,$80K - $120K,Blue,26,1,3,1,34516,714,33802,0.883,14279,97,0.764,0.021
709928358,Attrited Customer,40,M,3,Graduate,Single,$80K - $120K,Blue,20,1,2,2,32554,0,32554,0.872,8528,87,1.122,0
718192608,Existing Customer,48,M,3,Uneducated,Married,$60K - $80K,Blue,36,1,1,2,15524,1148,14376,0.829,13819,106,0.71,0.074
805485933,Existing Customer,45,F,3,Graduate,Married,Less than $40K,Blue,40,2,1,3,4010,2517,1493,0.71,14354,101,0.629,0.628
712517808,Existing Customer,42,M,5,High School,Married,$60K - $80K,Blue,36,2,4,3,3275,1525,1750,0.749,14830,112,0.697,0.466
715311183,Existing Customer,35,M,2,Post-Graduate,Single,$60K - $80K,Blue,24,2,3,1,3388,1659,1729,0.842,13557,100,0.724,0.49
712265508,Attrited Customer,32,M,0,Post-Graduate,Single,$40K - $60K,Blue,14,1,1,3,4015,0,4015,1.045,8363,65,0.806,0
715051608,Attrited Customer,34,M,2,High School,Single,$60K - $80K,Blue,36,2,3,2,9719,2517,7202,0.906,9183,51,0.7,0.259
757786608,Existing Customer,33,M,2,Post-Graduate,Single,$80K - $120K,Blue,24,2,3,2,4178,2463,1715,0.815,16216,107,0.814,0.59
714303483,Existing Customer,40,M,2,College,Married,$40K - $60K,Gold,31,1,2,1,3735,1474,2261,0.798,15039,130,0.757,0.395
718728108,Existing Customer,43,M,4,Uneducated,Married,$60K - $80K,Silver,30,1,3,1,29856,1576,28280,0.8,14887,119,0.545,0.053
710019933,Existing Customer,29,M,1,Uneducated,Single,$40K - $60K,Blue,22,2,3,3,11522,1203,10319,0.847,13720,119,0.831,0.104
812453283,Existing Customer,42,M,3,Graduate,Married,$40K - $60K,Blue,37,2,2,3,3161,1788,1373,0.865,13692,117,0.828,0.566
717439983,Attrited Customer,48,M,2,Graduate,Married,$80K - $120K,Blue,28,1,3,3,14774,2517,12257,0.979,8293,63,0.703,0.17
827901183,Existing Customer,51,F,2,Graduate,Married,Less than $40K,Blue,47,2,2,1,5118,980,4138,0.786,14593,109,0.627,0.191
708841233,Attrited Customer,41,M,2,College,Married,$80K - $120K,Blue,33,2,3,3,14682,2517,12165,1.041,8193,72,0.846,0.171
710663508,Existing Customer,42,M,4,Uneducated,Married,$40K - $60K,Blue,33,1,2,2,3108,2280,828,0.844,14763,99,0.8,0.734
716439258,Existing Customer,32,M,3,Graduate,Married,$60K - $80K,Blue,36,1,1,1,3223,1413,1810,1.009,13648,103,0.635,0.438
719610708,Existing Customer,43,M,1,Graduate,Married,$120K +,Blue,34,5,1,3,28612,2517,26095,0.712,14727,105,0.641,0.088
715026258,Existing Customer,50,M,1,Graduate,Married,$60K - $80K,Silver,37,1,1,1,6224,777,5447,0.743,13503,112,0.623,0.125
711706458,Existing Customer,44,M,4,Doctorate,Married,$80K - $120K,Blue,27,1,2,1,24134,1290,22844,0.814,13311,110,0.642,0.053
712180308,Existing Customer,36,M,4,High School,Single,$120K +,Blue,36,1,3,3,27929,1898,26031,0.725,14755,123,0.732,0.068
802622733,Existing Customer,44,F,4,Uneducated,Single,$40K - $60K,Blue,34,1,3,3,3657,0,3657,0.785,14802,95,0.667,0
778832883,Existing Customer,47,F,3,Post-Graduate,Married,Less than $40K,Blue,28,1,3,1,8257,961,7296,0.741,13769,104,0.857,0.116
788671608,Existing Customer,45,F,4,College,Single,$40K - $60K,Gold,30,1,2,1,23051,1836,21215,0.743,14393,107,0.814,0.08
718023708,Existing Customer,53,F,2,Uneducated,Single,$40K - $60K,Blue,42,2,1,3,14839,2226,12613,0.828,14625,115,0.769,0.15
713632983,Attrited Customer,43,M,4,High School,Married,$80K - $120K,Blue,35,2,3,2,10588,503,10085,0.918,7886,70,0.75,0.048
711008508,Existing Customer,59,M,2,Graduate,Single,$40K - $60K,Blue,50,2,1,2,11808,0,11808,0.813,13751,113,0.823,0
815230458,Existing Customer,31,M,1,High School,Divorced,$40K - $60K,Silver,26,1,1,3,15504,1277,14227,0.612,14181,126,0.615,0.082
709514433,Existing Customer,41,M,3,High School,Married,$80K - $120K,Blue,33,2,1,1,13818,609,13209,0.787,13209,101,0.656,0.044
815520333,Existing Customer,55,M,3,High School,Married,$60K - $80K,Blue,50,2,1,2,5282,1144,4138,0.8,13513,115,0.597,0.217
718661958,Existing Customer,41,M,3,College,Married,$80K - $120K,Blue,28,1,1,3,34516,1617,32899,0.625,13083,93,0.722,0.047
788980983,Existing Customer,55,M,1,High School,Single,$80K - $120K,Blue,42,1,4,2,34516,1583,32933,0.824,12192,112,0.672,0.046
714682233,Existing Customer,48,M,3,Graduate,Married,$80K - $120K,Blue,43,1,4,1,9959,0,9959,0.751,14948,125,0.866,0
720736608,Existing Customer,42,M,2,Graduate,Married,$60K - $80K,Blue,36,2,2,1,6280,2181,4099,0.795,14109,92,0.878,0.347
772207683,Existing Customer,34,M,2,Graduate,Single,Less than $40K,Blue,23,1,3,2,8940,1518,7422,0.726,14459,97,0.702,0.17
714794133,Existing Customer,54,M,2,Uneducated,Married,$60K - $80K,Blue,45,2,3,1,6546,1908,4638,0.697,14103,112,0.672,0.291
713686008,Existing Customer,38,M,2,Graduate,Single,$60K - $80K,Blue,25,1,1,1,11474,0,11474,0.628,13041,98,0.661,0
717518733,Attrited Customer,56,F,2,High School,Married,Less than $40K,Blue,46,4,3,3,9463,764,8699,0.994,7106,61,0.906,0.081
712532058,Existing Customer,44,M,3,Post-Graduate,Married,$40K - $60K,Blue,36,1,1,2,12552,1405,11147,0.702,15508,95,0.792,0.112
789666333,Existing Customer,39,M,2,Graduate,Single,$60K - $80K,Blue,24,2,3,2,21679,1073,20606,0.745,15581,115,0.797,0.049
708510858,Existing Customer,60,F,1,Uneducated,Single,Less than $40K,Blue,47,1,3,2,4905,2413,2492,0.853,15478,109,0.73,0.492
789289383,Existing Customer,42,M,3,Graduate,Single,$80K - $120K,Silver,31,2,2,3,34516,2120,32396,0.9,14626,97,0.644,0.061
708805908,Attrited Customer,30,M,2,Graduate,Married,Less than $40K,Silver,18,1,1,3,10017,726,9291,0.924,9299,68,0.619,0.072
713330133,Existing Customer,37,F,1,Graduate,Married,Less than $40K,Blue,19,2,3,2,5843,1346,4497,0.641,13299,95,0.863,0.23
714403983,Existing Customer,43,M,2,Graduate,Single,$80K - $120K,Blue,36,2,2,1,34427,1613,32814,0.704,13545,112,0.672,0.047
771484908,Existing Customer,31,M,0,Graduate,Divorced,$80K - $120K,Silver,19,1,3,3,34516,1984,32532,0.757,14969,96,0.811,0.057
717047583,Attrited Customer,47,F,3,Doctorate,Married,Less than $40K,Blue,35,2,3,2,4779,2517,2262,0.929,8912,63,0.658,0.527
793456983,Existing Customer,43,M,0,Post-Graduate,Single,$40K - $60K,Blue,37,1,2,3,7872,989,6883,0.809,13746,104,0.733,0.126
715518783,Existing Customer,48,F,3,Graduate,Single,Less than $40K,Blue,36,2,3,1,3882,2029,1853,0.751,13980,128,0.707,0.523
779514558,Existing Customer,41,F,2,High School,Married,Less than $40K,Blue,24,1,1,1,7207,1645,5562,0.969,13730,96,0.745,0.228
712895733,Attrited Customer,40,M,4,Uneducated,Single,$80K - $120K,Blue,36,6,3,2,34516,572,33944,1.05,8659,81,1.077,0.017
719039283,Existing Customer,32,M,1,Uneducated,Married,$40K - $60K,Blue,36,2,2,3,3535,1964,1571,0.661,14080,85,0.809,0.556
754443033,Attrited Customer,50,M,1,Graduate,Single,$80K - $120K,Silver,43,6,3,3,34516,432,34084,0.807,9045,72,1,0.013
712195383,Existing Customer,37,F,0,Doctorate,Single,Less than $40K,Blue,36,2,2,3,9178,1585,7593,0.617,14932,110,0.803,0.173
822885033,Existing Customer,31,M,1,High School,Married,$60K - $80K,Blue,24,2,1,3,4328,1493,2835,0.651,14731,120,0.765,0.345
716543433,Existing Customer,52,M,2,College,Married,$80K - $120K,Blue,36,1,2,2,9959,1049,8910,0.976,15195,99,0.941,0.105
717403158,Existing Customer,60,F,0,Uneducated,Single,Less than $40K,Blue,47,1,2,2,9634,2076,7558,0.876,14218,102,0.759,0.215
709397508,Existing Customer,48,M,1,Uneducated,Married,$60K - $80K,Blue,39,2,3,1,8624,1709,6915,0.967,15738,111,0.82,0.198
720748608,Attrited Customer,44,M,3,Graduate,Divorced,$40K - $60K,Blue,32,1,2,2,3575,0,3575,0.843,7672,66,0.737,0
713542908,Existing Customer,31,M,2,Graduate,Single,Less than $40K,Blue,19,1,2,3,5871,1829,4042,0.81,15645,117,0.746,0.312
720512433,Attrited Customer,56,M,1,Uneducated,Single,$60K - $80K,Blue,36,6,4,3,15219,2281,12938,0.832,7625,78,0.95,0.15
713671158,Existing Customer,46,M,2,Uneducated,Single,$120K +,Blue,32,2,3,1,34516,2328,32188,0.855,15754,121,0.729,0.067
802449933,Existing Customer,29,M,1,Uneducated,Married,$40K - $60K,Blue,23,1,3,1,8147,1750,6397,0.751,14912,114,0.869,0.215
716723658,Existing Customer,37,F,2,Post-Graduate,Single,Less than $40K,Blue,28,1,3,1,3525,1519,2006,0.685,13625,110,1,0.431
710451708,Existing Customer,32,M,1,Graduate,Married,$40K - $60K,Blue,24,1,1,2,9711,972,8739,0.647,14926,115,0.742,0.1
809540733,Existing Customer,52,M,2,High School,Married,$80K - $120K,Blue,47,1,1,1,11358,1425,9933,0.611,14327,92,0.673,0.125
716372358,Existing Customer,58,F,3,Graduate,Married,Less than $40K,Blue,47,1,2,1,6765,0,6765,0.739,14133,124,0.771,0
710162133,Attrited Customer,41,M,4,Graduate,Married,$80K - $120K,Blue,36,1,3,6,4725,1253,3472,1.008,9134,77,0.974,0.265
710878308,Attrited Customer,50,F,4,Graduate,Single,Less than $40K,Blue,37,1,2,3,3699,913,2786,0.866,7297,71,0.69,0.247
710262408,Existing Customer,29,M,1,Graduate,Married,$80K - $120K,Silver,36,1,2,1,34516,1666,32850,0.82,13971,116,0.812,0.048
713975433,Existing Customer,32,F,0,High School,Divorced,Less than $40K,Blue,25,2,3,0,8851,1753,7098,0.627,14783,110,0.864,0.198
710405808,Existing Customer,48,M,2,Graduate,Divorced,Less than $40K,Blue,36,1,3,2,3442,1229,2213,0.81,14618,100,0.724,0.357
715542783,Existing Customer,33,F,2,Graduate,Married,Less than $40K,Blue,24,1,3,2,3731,0,3731,0.767,13234,92,0.84,0
788908308,Existing Customer,46,M,2,High School,Single,$40K - $60K,Blue,32,2,3,2,5972,0,5972,0.606,14227,116,0.706,0
712609533,Existing Customer,32,M,1,Uneducated,Single,$80K - $120K,Blue,15,2,2,1,3371,1530,1841,0.828,13432,118,0.815,0.454
710237283,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,38,2,1,1,9546,960,8586,0.71,14211,111,0.657,0.101
770766633,Existing Customer,28,F,1,Post-Graduate,Single,Less than $40K,Blue,14,2,3,3,3848,0,3848,0.841,14054,105,0.694,0
823837158,Existing Customer,44,M,3,Graduate,Single,$40K - $60K,Blue,40,1,3,1,9199,1230,7969,0.591,15367,123,0.685,0.134
712123008,Existing Customer,43,M,2,High School,Married,$60K - $80K,Blue,31,2,3,1,13381,1845,11536,0.883,14532,116,0.871,0.138
711727083,Existing Customer,50,F,1,Graduate,Single,$40K - $60K,Blue,36,2,1,3,2833,1622,1211,0.951,14341,101,0.712,0.573
770926158,Existing Customer,51,F,0,Doctorate,Single,Less than $40K,Blue,38,2,2,2,4132,2517,1615,0.786,13820,129,0.697,0.609
711360783,Existing Customer,39,F,0,College,Single,Less than $40K,Blue,36,1,2,2,4366,1870,2496,0.814,15451,127,0.764,0.428
708285108,Existing Customer,42,M,4,Graduate,Single,$40K - $60K,Blue,36,1,1,2,6128,2239,3889,0.768,13505,116,0.681,0.365
718096608,Existing Customer,44,F,4,High School,Single,Less than $40K,Blue,30,1,2,3,6882,1930,4952,0.915,13836,113,0.766,0.28
719094333,Existing Customer,46,M,4,Uneducated,Married,$80K - $120K,Blue,33,1,2,1,13490,1567,11923,0.795,13159,105,0.75,0.116
813764283,Existing Customer,39,M,3,High School,Married,$80K - $120K,Blue,34,2,1,2,17978,1820,16158,0.85,15657,114,0.81,0.101
713398158,Existing Customer,45,M,3,Post-Graduate,Married,$40K - $60K,Blue,30,2,2,2,3821,1673,2148,0.869,15005,89,0.712,0.438
711227883,Existing Customer,41,F,2,Graduate,Single,Less than $40K,Blue,21,2,3,3,3624,1641,1983,0.833,15824,121,0.779,0.453
810040908,Existing Customer,42,F,3,High School,Single,Less than $40K,Blue,37,1,3,1,3787,824,2963,0.809,16220,120,0.69,0.218
772640808,Existing Customer,38,F,1,College,Single,Less than $40K,Blue,28,2,2,2,4623,1366,3257,0.776,14730,118,0.735,0.295
784907658,Existing Customer,36,M,2,High School,Married,$80K - $120K,Blue,30,2,1,2,4343,2220,2123,1.045,14463,119,0.776,0.511
718383183,Existing Customer,51,F,3,High School,Married,Less than $40K,Blue,39,2,1,1,3803,2437,1366,0.809,14397,117,0.746,0.641
721156758,Existing Customer,52,M,3,Graduate,Married,$60K - $80K,Blue,44,1,2,1,23889,603,23286,0.792,13360,124,0.968,0.025
712010358,Attrited Customer,49,M,4,Graduate,Single,$80K - $120K,Blue,36,2,3,2,3999,0,3999,0.938,7567,76,0.652,0
711432258,Attrited Customer,55,M,3,Graduate,Single,$60K - $80K,Blue,46,2,4,2,4178,0,4178,0.882,7914,54,0.862,0
721294533,Existing Customer,48,M,4,Graduate,Married,$80K - $120K,Blue,34,1,1,1,34516,738,33778,0.719,15143,121,0.635,0.021
718425333,Existing Customer,45,M,4,Graduate,Married,$80K - $120K,Blue,32,1,1,3,26819,1657,25162,0.816,14450,111,0.762,0.062
714294183,Attrited Customer,54,M,1,Graduate,Divorced,$80K - $120K,Blue,44,1,3,3,9580,132,9448,0.32,5385,51,0.308,0.014
712341933,Existing Customer,39,M,1,Graduate,Single,$60K - $80K,Gold,36,1,3,2,34516,1662,32854,0.751,13578,105,0.615,0.048
708332808,Existing Customer,47,M,2,Uneducated,Married,$40K - $60K,Blue,39,2,2,2,3471,0,3471,0.871,14381,115,0.742,0
708301683,Attrited Customer,40,M,2,Uneducated,Married,$80K - $120K,Blue,30,6,2,3,20798,1059,19739,1.049,8038,90,0.837,0.051
713655108,Existing Customer,60,F,1,Graduate,Single,Less than $40K,Blue,45,2,3,1,9752,1423,8329,0.872,14220,108,0.964,0.146
712113558,Attrited Customer,45,M,2,Graduate,Married,$80K - $120K,Blue,36,4,3,3,24844,1273,23571,0.437,6549,75,0.974,0.051
710603958,Existing Customer,49,M,2,Uneducated,Married,$80K - $120K,Blue,36,2,1,3,3090,0,3090,0.769,14198,101,0.804,0
720597108,Attrited Customer,48,F,3,Post-Graduate,Divorced,Less than $40K,Blue,36,5,3,1,9943,2138,7805,0.949,8325,54,1,0.215
713810658,Existing Customer,44,M,3,Graduate,Married,$60K - $80K,Blue,36,1,2,3,3384,799,2585,0.737,13152,100,0.754,0.236
721519908,Existing Customer,29,F,1,Uneducated,Single,Less than $40K,Blue,36,1,2,1,3640,1419,2221,0.749,13306,99,0.678,0.39
712025958,Existing Customer,42,M,4,Uneducated,Married,$80K - $120K,Silver,35,1,2,3,34516,1420,33096,0.848,14672,110,0.803,0.041
794740458,Existing Customer,45,F,3,Graduate,Married,Less than $40K,Silver,39,1,2,3,10186,1608,8578,0.712,14023,106,0.767,0.158
709814883,Existing Customer,45,F,2,High School,Single,Less than $40K,Platinum,36,1,3,1,15987,2262,13725,0.714,15513,127,0.649,0.141
719767683,Attrited Customer,46,M,0,College,Single,$80K - $120K,Blue,39,2,3,3,16983,0,16983,1.061,8526,79,0.837,0
710106933,Existing Customer,32,M,2,Uneducated,Single,$80K - $120K,Silver,20,2,3,3,34516,2136,32380,0.849,14667,119,0.75,0.062
716655858,Existing Customer,38,M,2,High School,Single,$80K - $120K,Blue,31,1,3,2,34516,0,34516,0.768,14036,99,0.768,0
713269533,Attrited Customer,42,M,2,College,Single,$80K - $120K,Blue,36,1,3,1,9959,2517,7442,0.884,8847,85,0.771,0.253
713868033,Existing Customer,53,M,1,College,Married,$80K - $120K,Silver,36,2,2,2,34516,1484,33032,1.015,16373,114,0.9,0.043
708103608,Existing Customer,52,M,1,High School,Single,$60K - $80K,Blue,45,1,5,1,11898,2517,9381,0.745,15798,128,0.73,0.212
789684258,Attrited Customer,57,M,2,Post-Graduate,Single,$80K - $120K,Silver,43,2,3,3,34516,1847,32669,0.557,7842,61,0.794,0.054
779067408,Existing Customer,46,M,1,Uneducated,Married,$60K - $80K,Blue,27,1,3,1,13056,1890,11166,0.713,14280,102,0.672,0.145
712231308,Existing Customer,60,M,0,Graduate,Single,Less than $40K,Silver,47,1,1,3,14002,1413,12589,0.621,13849,128,0.882,0.101
761079783,Attrited Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,33,5,3,6,5500,442,5058,0.609,7720,67,0.558,0.08
787518258,Attrited Customer,49,M,3,Uneducated,Married,$120K +,Blue,38,2,3,3,8549,0,8549,1.023,9192,77,0.791,0
769396158,Attrited Customer,55,M,1,College,Single,$80K - $120K,Blue,43,2,2,3,24884,0,24884,0.072,5107,53,0.293,0
716717733,Attrited Customer,55,F,3,Uneducated,Single,Less than $40K,Blue,47,2,5,4,4841,859,3982,1.003,8918,87,0.977,0.177
793449333,Existing Customer,54,M,2,Graduate,Divorced,$80K - $120K,Blue,48,2,3,2,29974,2114,27860,0.925,15190,115,0.855,0.071
710873583,Existing Customer,58,M,1,Graduate,Married,$60K - $80K,Blue,48,2,3,2,20724,2221,18503,0.769,14215,109,0.703,0.107
718486608,Existing Customer,53,M,2,High School,Single,$120K +,Blue,36,2,2,2,21079,1431,19648,0.688,13930,96,0.655,0.068
716748483,Existing Customer,59,F,1,Uneducated,Married,$40K - $60K,Blue,36,2,2,3,3720,1569,2151,0.891,16208,129,0.792,0.422
711160233,Existing Customer,32,M,1,High School,Married,$40K - $60K,Blue,19,2,3,1,12024,0,12024,0.823,14551,105,0.78,0
715714458,Attrited Customer,48,M,5,Graduate,Single,$40K - $60K,Blue,38,2,3,3,4446,0,4446,0.963,8753,76,0.949,0
709615458,Existing Customer,54,M,3,Graduate,Married,$120K +,Blue,44,2,1,3,34516,862,33654,0.815,15034,111,0.762,0.025
713072358,Existing Customer,42,M,2,Graduate,Married,$80K - $120K,Silver,31,2,1,3,34516,1356,33160,0.71,12878,104,0.825,0.039
721402233,Existing Customer,42,M,3,Uneducated,Married,$120K +,Blue,28,2,3,1,19192,1507,17685,0.594,15615,125,0.736,0.079
713691633,Existing Customer,29,M,0,Post-Graduate,Married,Less than $40K,Blue,36,1,1,1,3076,0,3076,0.924,15514,123,0.892,0
708866133,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,32,2,1,2,4196,1331,2865,0.537,14545,116,0.841,0.317
757256358,Existing Customer,45,M,3,Graduate,Single,$60K - $80K,Blue,38,1,3,3,3243,1580,1663,1.075,15710,122,0.743,0.487
710845308,Existing Customer,46,M,4,High School,Married,$80K - $120K,Blue,36,2,2,1,32949,1190,31759,0.664,14892,113,0.638,0.036
715132758,Existing Customer,52,F,2,College,Divorced,$40K - $60K,Gold,43,2,2,3,23981,2114,21867,0.721,15281,100,0.724,0.088
712556433,Existing Customer,52,F,2,Graduate,Married,$40K - $60K,Blue,43,1,2,3,4090,1649,2441,0.752,15497,92,0.673,0.403
710303208,Existing Customer,52,F,1,High School,Single,Less than $40K,Blue,40,2,1,1,4119,2517,1602,0.754,15215,121,0.862,0.611
804158583,Existing Customer,60,M,1,High School,Married,Less than $40K,Silver,55,2,2,3,13399,1456,11943,0.856,16493,122,0.649,0.109
718343058,Existing Customer,52,F,2,High School,Divorced,Less than $40K,Blue,40,1,2,3,5240,2517,2723,0.78,14161,105,0.875,0.48
769667583,Attrited Customer,34,M,3,Post-Graduate,Single,$40K - $60K,Blue,28,2,3,2,3744,0,3744,0.796,8202,69,0.769,0
709013208,Existing Customer,40,M,2,Uneducated,Single,$80K - $120K,Blue,36,2,2,1,15594,1690,13904,0.69,16101,127,0.608,0.108
716004258,Existing Customer,45,M,4,High School,Single,$60K - $80K,Blue,35,1,1,3,8449,2092,6357,0.709,17634,120,0.667,0.248
715645908,Attrited Customer,59,M,0,High School,Single,$80K - $120K,Gold,48,5,2,6,34516,0,34516,0.969,8480,71,0.821,0
719850933,Existing Customer,30,M,2,College,Single,$60K - $80K,Blue,36,1,3,3,4192,1734,2458,0.753,13345,106,0.893,0.414
790131033,Existing Customer,38,F,1,High School,Married,Less than $40K,Blue,31,2,6,3,3416,2517,899,0.925,14230,105,0.78,0.737
721211433,Existing Customer,42,M,4,Doctorate,Single,$60K - $80K,Blue,31,2,2,2,3322,0,3322,0.758,13784,108,0.588,0
721290708,Existing Customer,50,M,1,Uneducated,Single,$60K - $80K,Blue,30,1,3,2,14217,1816,12401,0.978,15554,99,0.678,0.128
712107783,Existing Customer,49,M,4,College,Single,$60K - $80K,Blue,35,1,2,2,17350,1817,15533,0.816,16132,118,0.873,0.105
818960133,Existing Customer,58,M,4,High School,Married,$60K - $80K,Blue,53,1,3,0,13784,698,13086,0.75,13120,91,0.784,0.051
713560758,Existing Customer,54,F,1,Uneducated,Married,Less than $40K,Blue,42,2,2,3,3181,2087,1094,0.752,13392,92,0.736,0.656
778643733,Attrited Customer,48,F,1,Uneducated,Single,$40K - $60K,Gold,28,3,2,1,23981,1454,22527,0.925,9140,64,0.684,0.061
770977833,Existing Customer,36,M,2,Graduate,Married,Less than $40K,Blue,23,2,2,3,3920,0,3920,0.813,16500,102,0.729,0
708721533,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,36,2,1,2,5158,1148,4010,0.637,13113,128,0.882,0.223
751155783,Existing Customer,47,F,2,High School,Married,$40K - $60K,Blue,40,2,1,3,4074,1868,2206,0.688,15005,118,0.761,0.459
768457008,Existing Customer,27,M,1,Graduate,Single,$40K - $60K,Blue,21,2,3,1,10284,787,9497,0.739,13355,92,0.84,0.077
794494308,Existing Customer,42,M,3,Uneducated,Married,$120K +,Platinum,23,3,4,3,34516,2070,32446,0.88,13781,102,0.545,0.06
710980383,Attrited Customer,53,M,3,High School,Single,$80K - $120K,Silver,33,2,2,3,34516,0,34516,0.534,6361,74,1.114,0
716663808,Existing Customer,57,F,3,High School,Married,Less than $40K,Blue,36,3,3,1,3999,721,3278,0.847,15443,102,0.672,0.18
712912233,Existing Customer,50,F,0,Post-Graduate,Divorced,Less than $40K,Blue,36,3,4,1,3468,2221,1247,0.783,14222,122,0.627,0.64
717992433,Existing Customer,50,M,4,Graduate,Married,$80K - $120K,Blue,39,3,1,2,11900,1796,10104,0.651,14666,101,0.98,0.151
715600533,Existing Customer,61,M,0,Graduate,Single,$80K - $120K,Gold,50,3,3,3,34516,1357,33159,0.687,13722,124,0.746,0.039
710153583,Attrited Customer,30,F,0,Uneducated,Married,Less than $40K,Blue,13,3,1,3,6075,0,6075,0.923,9242,63,0.909,0
794132808,Existing Customer,60,M,0,Uneducated,Married,$40K - $60K,Blue,54,3,3,3,13035,1285,11750,0.761,14585,97,0.98,0.099
720565458,Attrited Customer,43,M,2,Post-Graduate,Single,$60K - $80K,Blue,36,2,3,3,17306,0,17306,0.4,6205,65,0.806,0
715496058,Attrited Customer,41,F,4,Uneducated,Single,Less than $40K,Gold,36,3,3,3,15987,0,15987,0.598,7832,73,0.78,0
709015833,Existing Customer,42,M,2,Graduate,Single,$60K - $80K,Silver,36,3,3,2,34516,0,34516,0.774,12920,132,0.737,0
718612758,Existing Customer,36,M,2,High School,Married,$120K +,Blue,36,3,1,2,34516,939,33577,0.826,15552,107,0.754,0.027
716238483,Attrited Customer,59,M,0,College,Married,$80K - $120K,Blue,50,3,2,3,12918,2352,10566,1.008,9138,76,0.9,0.182
718297683,Attrited Customer,59,F,1,High School,Single,Less than $40K,Blue,50,1,0,3,4085,0,4085,0.787,7597,71,0.69,0
712206033,Existing Customer,55,M,1,Graduate,Married,$40K - $60K,Blue,36,2,1,2,3705,1355,2350,0.742,16089,119,0.725,0.366
710904708,Existing Customer,56,F,1,High School,Married,Less than $40K,Blue,43,3,1,1,5319,921,4398,0.866,15048,110,0.618,0.173
711190233,Existing Customer,34,M,3,Graduate,Married,$40K - $60K,Blue,36,3,2,1,4549,990,3559,0.745,13804,123,0.732,0.218
710535708,Existing Customer,49,M,2,Uneducated,Married,$80K - $120K,Blue,39,2,3,1,15894,1293,14601,0.693,14256,118,0.735,0.081
790201158,Existing Customer,60,F,1,Uneducated,Married,Less than $40K,Silver,54,2,2,3,13062,1731,11331,0.936,13609,108,0.565,0.133
779333883,Attrited Customer,51,F,3,Uneducated,Married,Less than $40K,Blue,33,3,3,3,7428,0,7428,0.873,8078,62,0.722,0
719805183,Existing Customer,39,M,2,College,Married,Less than $40K,Blue,19,3,3,2,8848,961,7887,0.884,15352,117,0.671,0.109
721220583,Existing Customer,54,F,2,Graduate,Married,$40K - $60K,Blue,41,3,1,3,7362,1176,6186,0.735,17390,130,0.688,0.16
779685558,Existing Customer,53,M,5,Graduate,Single,$120K +,Gold,36,2,4,1,34516,2088,32428,0.822,15290,123,0.732,0.06
713965683,Existing Customer,35,M,3,Post-Graduate,Married,$80K - $120K,Blue,28,3,1,2,4380,0,4380,0.719,17258,121,0.704,0
710667708,Existing Customer,47,M,2,Uneducated,Single,$60K - $80K,Blue,36,3,3,2,12510,1871,10639,0.748,14018,128,0.778,0.15
712104333,Existing Customer,57,F,2,Doctorate,Single,Less than $40K,Blue,44,2,2,3,9149,1254,7895,0.762,14401,100,0.754,0.137
779920533,Existing Customer,54,F,1,High School,Married,Less than $40K,Blue,41,3,3,2,3784,2517,1267,0.648,15199,96,0.684,0.665
717480783,Existing Customer,39,M,1,High School,Single,$80K - $120K,Blue,29,3,1,2,9680,2101,7579,0.626,15152,100,0.695,0.217
709066983,Existing Customer,50,M,4,High School,Married,$120K +,Blue,41,2,2,2,34516,2353,32163,0.667,15214,129,0.675,0.068
718528008,Existing Customer,60,F,1,High School,Married,Less than $40K,Blue,47,2,3,1,3845,1460,2385,0.857,14432,106,0.828,0.38
712390683,Existing Customer,41,M,2,Uneducated,Single,$40K - $60K,Blue,27,2,3,1,13409,1255,12154,0.742,15573,99,0.768,0.094
826245858,Attrited Customer,50,M,2,Graduate,Single,$80K - $120K,Silver,40,3,4,6,34516,0,34516,0.801,7661,79,1.079,0
709467183,Existing Customer,56,M,3,Graduate,Married,$60K - $80K,Blue,40,3,3,2,20501,561,19940,0.779,15162,99,0.678,0.027
710529708,Existing Customer,41,M,3,College,Single,$60K - $80K,Blue,36,3,3,1,23260,1476,21784,0.975,15140,105,0.81,0.063
712363158,Existing Customer,36,M,1,Graduate,Single,$60K - $80K,Blue,24,3,2,1,20101,1299,18802,0.858,14732,115,0.855,0.065
717060858,Attrited Customer,31,M,0,Graduate,Married,Less than $40K,Blue,36,3,2,3,6911,2517,4394,0.934,8123,71,0.732,0.364
718060983,Existing Customer,49,F,1,Graduate,Married,Less than $40K,Blue,36,2,3,2,3423,2186,1237,0.671,14037,120,0.875,0.639
711600033,Existing Customer,40,F,3,College,Single,Less than $40K,Silver,36,2,1,0,10729,0,10729,0.68,14364,108,0.636,0
720458883,Existing Customer,29,M,1,High School,Married,$60K - $80K,Blue,16,3,2,1,12495,2517,9978,0.827,14524,106,0.683,0.201
708963258,Attrited Customer,46,M,3,College,Married,$60K - $80K,Blue,39,3,3,2,13344,1907,11437,0.832,8534,86,0.83,0.143
708522033,Existing Customer,50,M,2,College,Married,$60K - $80K,Blue,36,2,2,1,12299,1664,10635,0.879,15060,90,0.915,0.135
708496833,Attrited Customer,60,M,1,High School,Single,Less than $40K,Blue,50,4,4,5,4613,0,4613,0.978,8970,78,1.294,0
717464958,Existing Customer,55,F,2,Doctorate,Married,Less than $40K,Silver,36,3,2,1,10858,0,10858,0.787,14475,111,0.682,0
751166508,Existing Customer,57,M,3,Post-Graduate,Single,$80K - $120K,Blue,50,3,1,1,34516,2293,32223,0.799,14287,114,0.754,0.066
795218883,Existing Customer,47,M,3,High School,Married,$60K - $80K,Blue,41,2,3,3,4207,1556,2651,0.658,15312,122,0.718,0.37
710856558,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,36,2,3,1,3336,1889,1447,0.85,13989,105,0.567,0.566
716457783,Existing Customer,55,F,1,College,Single,Less than $40K,Silver,36,3,1,3,12633,1661,10972,0.718,14378,98,0.69,0.131
710810883,Existing Customer,39,M,1,College,Single,$80K - $120K,Blue,36,3,1,3,34516,1260,33256,0.877,14576,95,0.759,0.037
710895708,Attrited Customer,35,F,0,Doctorate,Married,Less than $40K,Blue,27,2,3,2,3876,0,3876,0.848,7712,73,0.825,0
718578708,Existing Customer,49,M,4,Post-Graduate,Single,$120K +,Silver,38,3,3,1,34516,1562,32954,0.618,14212,100,0.667,0.045
719859033,Attrited Customer,32,M,3,Graduate,Married,$40K - $60K,Blue,20,2,2,2,3264,0,3264,0.549,6439,63,0.75,0
713036208,Existing Customer,46,M,1,Graduate,Married,$40K - $60K,Blue,27,2,2,2,6903,2091,4812,0.919,15751,107,0.911,0.303
718316058,Existing Customer,51,M,1,Uneducated,Married,$60K - $80K,Blue,38,3,3,1,13731,1375,12356,0.878,14826,99,0.707,0.1
779571708,Attrited Customer,43,M,5,Graduate,Married,$60K - $80K,Blue,25,1,2,3,4259,0,4259,0.934,7993,71,0.651,0
710244108,Existing Customer,44,M,3,College,Married,$60K - $80K,Gold,34,3,1,3,34516,1543,32973,0.774,13967,101,0.712,0.045
789280683,Existing Customer,56,M,2,Graduate,Single,$120K +,Blue,45,2,2,3,11714,898,10816,0.726,13956,122,0.718,0.077
713318733,Attrited Customer,32,M,0,College,Single,$60K - $80K,Blue,24,3,2,3,4097,0,4097,0.836,8376,64,0.684,0
709611183,Attrited Customer,41,F,3,High School,Married,Less than $40K,Blue,31,3,3,3,3952,0,3952,1.002,8241,82,0.952,0
710141208,Existing Customer,45,F,4,Uneducated,Married,Less than $40K,Blue,37,3,3,1,3196,1817,1379,0.731,13300,104,0.677,0.569
711684408,Attrited Customer,50,F,0,Graduate,Married,Less than $40K,Blue,38,2,3,1,4935,1574,3361,1.01,8527,84,0.5,0.319
758331483,Existing Customer,31,M,0,Graduate,Single,$60K - $80K,Silver,24,2,2,2,34516,984,33532,0.913,15347,109,0.787,0.029
715825458,Attrited Customer,47,M,2,Graduate,Married,$80K - $120K,Blue,36,3,3,2,12933,2239,10694,0.445,6564,56,0.514,0.173
779808333,Existing Customer,48,F,2,Graduate,Single,Less than $40K,Blue,38,2,1,2,8881,1901,6980,0.808,15530,110,0.692,0.214
714912408,Existing Customer,45,M,2,Uneducated,Married,$80K - $120K,Blue,37,3,1,1,32275,1845,30430,0.841,14917,88,0.796,0.057
827683383,Existing Customer,48,F,3,Uneducated,Divorced,Less than $40K,Blue,44,3,2,1,4107,2517,1590,0.779,16027,112,0.723,0.613
711566208,Existing Customer,58,F,3,Graduate,Married,Less than $40K,Blue,36,2,2,2,5023,1857,3166,0.631,14111,98,0.69,0.37
715052583,Existing Customer,45,M,3,Doctorate,Single,$60K - $80K,Silver,34,3,3,1,27494,879,26615,0.671,14375,112,0.672,0.032
714586458,Existing Customer,41,F,1,High School,Divorced,Less than $40K,Blue,36,2,3,1,7106,2031,5075,0.746,16377,124,0.746,0.286
711523533,Existing Customer,43,M,5,Post-Graduate,Single,$60K - $80K,Blue,31,3,3,1,17230,1805,15425,0.788,14781,130,0.857,0.105
756658083,Existing Customer,49,M,4,Post-Graduate,Single,$80K - $120K,Blue,42,3,2,1,30885,2018,28867,0.904,17350,115,0.62,0.065
713242383,Attrited Customer,39,M,2,Uneducated,Married,$120K +,Silver,19,2,1,2,34516,796,33720,0.841,7721,75,0.667,0.023
716150358,Existing Customer,38,M,3,Graduate,Married,Less than $40K,Silver,27,3,2,3,10343,2070,8273,0.747,14805,115,0.769,0.2
717457008,Attrited Customer,43,M,3,Uneducated,Single,$40K - $60K,Blue,36,3,3,3,9267,0,9267,0.866,7991,90,1.093,0
711822933,Existing Customer,55,F,2,College,Married,$40K - $60K,Blue,45,2,3,3,2985,1651,1334,0.693,14187,103,0.873,0.553
803968233,Existing Customer,39,F,2,Uneducated,Married,Less than $40K,Silver,34,3,3,3,14386,2517,11869,0.735,13377,114,0.869,0.175
779037408,Existing Customer,38,M,1,High School,Single,$40K - $60K,Blue,19,2,3,3,3581,694,2887,0.673,14637,109,0.787,0.194
709007883,Existing Customer,37,M,2,Graduate,Married,Less than $40K,Blue,28,2,2,3,3079,1267,1812,0.65,14540,104,0.552,0.411
779914383,Existing Customer,34,M,1,Uneducated,Married,$60K - $80K,Blue,18,3,2,2,10488,1636,8852,0.681,14719,116,0.681,0.156
712841883,Attrited Customer,50,M,3,College,Single,$80K - $120K,Silver,36,3,3,2,34516,2517,31999,0.735,7155,66,0.65,0.073
719582058,Attrited Customer,41,M,3,Doctorate,Single,$80K - $120K,Blue,29,2,2,3,24001,1629,22372,0.965,9102,75,0.974,0.068
708387933,Existing Customer,49,F,2,Post-Graduate,Married,Less than $40K,Blue,37,2,1,2,5500,0,5500,0.675,14357,110,0.618,0
717251508,Existing Customer,37,M,1,Uneducated,Married,$120K +,Blue,17,1,1,3,34516,0,34516,0.776,14127,116,0.731,0
710699283,Existing Customer,46,M,2,Graduate,Single,$120K +,Blue,28,1,1,1,7790,1921,5869,0.789,14567,131,0.617,0.247
709141908,Existing Customer,53,M,2,Graduate,Married,$80K - $120K,Blue,41,2,3,1,10301,2451,7850,0.906,16359,111,0.657,0.238
717788958,Existing Customer,31,M,0,Graduate,Divorced,$80K - $120K,Blue,19,1,1,2,21615,570,21045,0.737,16464,103,0.717,0.026
778563858,Existing Customer,40,F,3,Uneducated,Married,Less than $40K,Blue,33,1,1,1,8712,991,7721,0.615,14512,115,0.769,0.114
716816583,Existing Customer,61,M,0,Graduate,Married,$60K - $80K,Blue,48,1,3,1,15483,2148,13335,0.738,14463,94,0.774,0.139
719841708,Existing Customer,45,M,0,Uneducated,Single,$80K - $120K,Blue,36,1,4,3,20356,2031,18325,0.752,15180,121,0.806,0.1
708555633,Existing Customer,32,F,1,High School,Single,Less than $40K,Blue,16,2,3,1,3548,2517,1031,0.818,15157,97,0.865,0.709
714638883,Existing Customer,31,M,0,Graduate,Single,$40K - $60K,Blue,36,2,3,3,4661,1835,2826,0.999,14257,110,0.964,0.394
809147283,Existing Customer,43,F,5,Graduate,Married,Less than $40K,Gold,38,2,2,1,15987,1372,14615,0.649,15058,109,0.912,0.086
757247808,Attrited Customer,42,F,3,Graduate,Married,Less than $40K,Blue,35,2,4,3,5230,2517,2713,0.937,9495,61,0.605,0.481
820922733,Existing Customer,43,M,2,Graduate,Married,$80K - $120K,Blue,38,2,1,2,34516,0,34516,0.674,14160,124,0.771,0
807977808,Existing Customer,39,F,2,Graduate,Single,Less than $40K,Blue,34,1,3,3,3246,2517,729,0.722,13671,103,0.689,0.775
712863183,Existing Customer,46,F,3,Graduate,Married,$40K - $60K,Blue,38,2,3,3,10018,829,9189,0.844,13819,114,0.81,0.083
713379258,Existing Customer,32,F,1,High School,Married,Less than $40K,Blue,36,1,1,2,4097,1293,2804,0.671,15925,100,0.786,0.316
710170758,Attrited Customer,32,M,0,Post-Graduate,Married,$60K - $80K,Blue,25,6,2,2,4469,2331,2138,1.006,8314,67,0.763,0.522
803421108,Existing Customer,49,M,4,Graduate,Single,$80K - $120K,Blue,43,1,2,2,20701,2517,18184,1.023,14374,113,0.823,0.122
792152283,Existing Customer,54,M,3,Graduate,Married,$120K +,Blue,48,1,3,2,8426,0,8426,0.96,14378,103,0.717,0
717291333,Existing Customer,38,M,3,Uneducated,Married,$80K - $120K,Blue,29,2,2,2,16722,0,16722,0.719,15110,113,0.823,0
714928158,Existing Customer,60,M,0,High School,Single,$80K - $120K,Silver,36,1,2,3,34516,806,33710,0.755,13434,102,0.672,0.023
780511683,Attrited Customer,47,M,3,Graduate,Single,$40K - $60K,Blue,34,4,3,3,4413,232,4181,0.799,7869,76,0.767,0.053
772491333,Existing Customer,31,F,1,Post-Graduate,Married,Less than $40K,Blue,21,2,1,2,5342,2005,3337,0.682,14738,94,0.709,0.375
808045833,Existing Customer,49,M,3,Uneducated,Single,Less than $40K,Blue,44,2,3,2,7659,1698,5961,0.992,15860,105,0.75,0.222
708385533,Attrited Customer,49,F,1,Graduate,Married,Less than $40K,Silver,36,2,3,3,11059,0,11059,0.99,9524,80,0.905,0
719379858,Attrited Customer,39,M,1,Graduate,Married,$80K - $120K,Blue,36,2,2,3,24239,0,24239,0.94,8549,73,0.78,0
798788958,Existing Customer,32,M,1,High School,Single,$80K - $120K,Blue,26,2,3,2,6407,1130,5277,0.756,14471,93,0.603,0.176
720011958,Existing Customer,57,M,2,High School,Single,$60K - $80K,Blue,36,2,3,3,6024,1532,4492,0.867,15763,97,0.83,0.254
708982158,Existing Customer,48,F,2,Graduate,Single,Less than $40K,Blue,36,2,2,3,3352,2122,1230,0.701,14802,106,0.797,0.633
813153108,Existing Customer,49,M,4,College,Married,$80K - $120K,Blue,44,2,3,3,31091,966,30125,0.57,14565,108,0.742,0.031
712487883,Attrited Customer,54,M,5,High School,Married,$80K - $120K,Blue,48,2,1,3,7464,0,7464,0.865,9071,74,1,0
753220383,Attrited Customer,29,M,0,Graduate,Single,$120K +,Blue,22,2,2,3,11722,0,11722,0.778,8302,78,0.902,0
708340758,Attrited Customer,41,M,4,High School,Married,Less than $40K,Blue,32,2,3,3,7769,0,7769,0.943,8109,74,0.762,0
720852108,Existing Customer,46,M,4,High School,Divorced,$120K +,Blue,31,2,3,1,3569,1553,2016,0.798,16695,116,0.681,0.435
716728233,Existing Customer,47,F,4,High School,Married,Less than $40K,Blue,36,1,3,1,3216,1480,1736,0.733,14178,123,0.809,0.46
715573758,Existing Customer,43,M,4,Uneducated,Married,$120K +,Silver,36,1,2,1,34516,1816,32700,0.995,15226,113,0.712,0.053
794530608,Existing Customer,52,M,2,Uneducated,Single,$80K - $120K,Blue,34,2,2,3,27229,0,27229,0.795,13264,120,0.667,0
718376583,Attrited Customer,52,M,2,Graduate,Divorced,$80K - $120K,Silver,44,4,3,2,34516,751,33765,0.357,5806,40,0.429,0.022
720827133,Attrited Customer,43,F,3,Doctorate,Single,Less than $40K,Blue,30,1,2,2,6261,463,5798,0.889,8132,64,0.6,0.074
767414808,Existing Customer,57,F,0,Uneducated,Married,Less than $40K,Blue,51,2,3,3,6996,2092,4904,0.794,15017,120,0.765,0.299
718919433,Existing Customer,52,F,4,Graduate,Single,Less than $40K,Blue,36,2,3,3,4440,1149,3291,0.842,14973,112,0.723,0.259
719270358,Existing Customer,57,F,2,Doctorate,Divorced,$40K - $60K,Blue,48,2,2,2,4288,1678,2610,0.643,15505,113,0.687,0.391
708948483,Attrited Customer,54,M,3,Graduate,Married,$80K - $120K,Silver,36,2,3,1,34516,761,33755,0.838,8444,68,0.744,0.022
708462258,Existing Customer,51,F,1,High School,Married,Less than $40K,Blue,38,1,1,2,5189,1171,4018,0.732,16563,94,0.741,0.226
716721483,Attrited Customer,59,M,0,Uneducated,Single,$40K - $60K,Blue,52,1,2,2,14458,2017,12441,0.99,8696,72,0.895,0.14
799011558,Existing Customer,43,M,3,Uneducated,Married,$120K +,Blue,37,1,2,3,16909,1171,15738,0.767,15740,120,0.739,0.069
710527533,Attrited Customer,45,M,5,College,Single,$40K - $60K,Blue,36,4,3,3,4982,0,4982,0.886,8586,58,1,0
709996833,Attrited Customer,31,M,1,Post-Graduate,Single,Less than $40K,Silver,36,6,3,5,12359,0,12359,0.843,7528,70,0.628,0
718531983,Existing Customer,51,M,3,High School,Married,$80K - $120K,Blue,41,1,3,3,9959,2068,7891,0.741,13810,124,0.797,0.208
718774533,Existing Customer,48,M,1,College,Married,$60K - $80K,Blue,44,2,3,1,15355,1823,13532,0.809,15053,111,1.018,0.119
714022833,Attrited Customer,42,F,2,Graduate,Single,$40K - $60K,Silver,32,4,3,3,17909,0,17909,0.225,5977,58,0.487,0
710178558,Attrited Customer,46,M,2,High School,Married,$60K - $80K,Gold,38,5,3,6,34516,2517,31999,0.956,9314,89,0.978,0.073
768712383,Attrited Customer,51,M,5,Graduate,Divorced,$120K +,Blue,45,6,3,6,34516,0,34516,0.757,8173,91,1.022,0
711156858,Attrited Customer,48,F,5,High School,Single,Less than $40K,Blue,40,1,4,3,8297,2517,5780,0.899,9819,74,0.682,0.303
758617233,Existing Customer,56,F,5,Doctorate,Single,Less than $40K,Blue,49,3,3,2,4132,1559,2573,0.827,14781,108,0.688,0.377
708482658,Existing Customer,41,M,3,Graduate,Married,$80K - $120K,Blue,31,3,2,2,9959,1946,8013,0.725,15594,114,0.676,0.195
826148883,Existing Customer,45,M,2,Graduate,Married,$120K +,Blue,41,4,3,1,16453,1660,14793,0.629,14762,108,0.742,0.101
714103083,Existing Customer,47,M,2,College,Married,$40K - $60K,Blue,37,6,3,1,3263,1525,1738,0.542,14649,110,0.833,0.467
714145233,Attrited Customer,34,M,0,Graduate,Divorced,$80K - $120K,Silver,24,1,2,3,34516,400,34116,0.202,5112,49,0.256,0.012
720899058,Existing Customer,35,M,2,Graduate,Married,$80K - $120K,Blue,21,6,2,1,7685,2517,5168,0.745,13604,116,0.731,0.328
789432033,Attrited Customer,32,F,1,Graduate,Married,Less than $40K,Blue,23,1,2,3,4065,230,3835,0.779,7844,64,0.73,0.057
717214158,Existing Customer,41,M,4,Post-Graduate,Married,$40K - $60K,Blue,28,5,3,3,9815,0,9815,0.859,15475,94,0.679,0
715269483,Existing Customer,50,M,4,Post-Graduate,Married,$120K +,Blue,36,4,1,3,17374,2517,14857,0.743,15473,128,0.707,0.145
718805733,Existing Customer,39,F,2,Graduate,Single,$40K - $60K,Blue,28,3,1,1,7093,2517,4576,0.745,13937,120,0.846,0.355
789780033,Existing Customer,33,M,3,College,Married,$80K - $120K,Silver,22,6,2,2,34516,917,33599,0.764,14202,114,0.781,0.027
708319908,Attrited Customer,37,M,3,Graduate,Single,$80K - $120K,Blue,17,1,1,2,4116,1473,2643,1.023,8667,70,0.892,0.358
716894658,Existing Customer,49,F,1,Graduate,Divorced,Less than $40K,Blue,44,5,2,2,8687,1763,6924,0.796,16824,123,0.708,0.203
714082308,Attrited Customer,39,M,3,High School,Single,$80K - $120K,Blue,13,2,1,3,8656,0,8656,0.893,8056,89,0.935,0
708082083,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,36,4,3,3,3544,1661,1883,0.831,15149,111,0.734,0.469
714820158,Attrited Customer,29,M,0,High School,Single,$40K - $60K,Blue,36,6,3,1,5988,660,5328,1.041,10211,68,1,0.11
713347608,Attrited Customer,54,F,2,Post-Graduate,Single,Less than $40K,Blue,43,2,3,2,4917,0,4917,0.972,9442,69,0.917,0
721395633,Existing Customer,53,M,1,Graduate,Single,$80K - $120K,Blue,41,5,3,3,18591,994,17597,0.737,15063,108,0.662,0.053
721438233,Existing Customer,39,M,2,Post-Graduate,Single,$40K - $60K,Blue,31,6,3,3,3297,1761,1536,0.879,15580,120,0.739,0.534
713987808,Existing Customer,43,F,3,College,Single,Less than $40K,Blue,33,4,2,2,5702,2165,3537,0.79,14970,120,0.935,0.38
721086483,Existing Customer,27,F,0,Uneducated,Single,Less than $40K,Silver,19,3,3,3,10982,2517,8465,0.84,13563,97,0.732,0.229
709969758,Existing Customer,43,M,3,Graduate,Single,$60K - $80K,Platinum,35,4,3,3,34516,1774,32742,0.667,13966,115,0.667,0.051
801502008,Existing Customer,37,M,1,Graduate,Married,$60K - $80K,Blue,31,5,1,2,20144,1195,18949,0.67,14287,106,0.828,0.059
710858658,Existing Customer,48,F,4,Doctorate,Divorced,Less than $40K,Silver,38,2,1,2,10610,0,10610,0.664,15050,108,0.742,0
716002458,Existing Customer,43,M,4,College,Married,$40K - $60K,Blue,30,1,1,2,7386,656,6730,0.885,15691,126,0.68,0.089
718080558,Attrited Customer,41,F,4,High School,Single,Less than $40K,Blue,36,6,3,3,4720,0,4720,0.978,8798,67,0.675,0
788019483,Existing Customer,49,M,3,Graduate,Married,$80K - $120K,Blue,40,4,1,3,3660,766,2894,0.535,14515,122,0.848,0.209
721145433,Existing Customer,52,F,5,High School,Single,Less than $40K,Silver,36,3,2,2,11280,1523,9757,0.765,16237,128,0.753,0.135
711398433,Existing Customer,38,M,0,High School,Married,$60K - $80K,Blue,31,4,3,3,16565,1200,15365,0.68,16736,99,0.8,0.072
715601808,Existing Customer,50,M,3,Graduate,Married,$120K +,Blue,41,4,2,3,34516,2253,32263,1.032,16692,131,0.795,0.065
717324183,Existing Customer,31,F,0,High School,Single,Less than $40K,Silver,21,3,1,3,14305,1288,13017,0.774,14769,119,0.63,0.09
720557883,Existing Customer,35,M,3,Uneducated,Single,Less than $40K,Blue,21,5,2,1,6104,1595,4509,0.619,15240,102,0.729,0.261
708759408,Existing Customer,48,F,3,Uneducated,Single,$40K - $60K,Blue,39,6,3,2,4207,0,4207,0.923,15124,108,0.714,0
719430483,Existing Customer,51,M,3,College,Married,$120K +,Blue,40,3,3,2,34516,1476,33040,0.763,14145,119,0.776,0.043
758753283,Attrited Customer,52,M,3,Doctorate,Married,$120K +,Blue,45,1,3,3,34516,550,33966,0.674,7341,71,0.732,0.016
716933283,Existing Customer,52,M,2,High School,Single,$60K - $80K,Gold,39,4,1,1,34516,1882,32634,0.743,14738,116,0.758,0.055
773172483,Attrited Customer,30,M,0,Graduate,Married,$40K - $60K,Blue,23,6,2,4,4063,0,4063,0.776,7463,70,0.707,0
721459008,Existing Customer,36,M,2,High School,Single,$120K +,Blue,36,4,1,2,11791,1168,10623,0.662,14885,101,0.629,0.099
710639658,Attrited Customer,29,M,1,High School,Single,$60K - $80K,Blue,17,6,1,3,17744,829,16915,0.851,9658,78,0.773,0.047
710710233,Existing Customer,58,M,4,Graduate,Married,$120K +,Silver,45,4,2,3,34516,0,34516,0.849,15560,100,0.724,0
708996708,Existing Customer,55,M,1,Graduate,Single,$80K - $120K,Blue,46,3,1,1,21032,1409,19623,0.767,15584,105,0.81,0.067
713315433,Existing Customer,61,M,2,Uneducated,Married,$60K - $80K,Blue,48,4,1,2,18571,0,18571,0.594,15802,118,0.686,0
712941483,Attrited Customer,51,F,4,Post-Graduate,Married,$40K - $60K,Silver,43,1,3,3,3735,0,3735,0.762,6826,61,0.848,0
789890958,Existing Customer,53,F,4,High School,Divorced,$40K - $60K,Blue,43,3,1,2,10948,482,10466,0.742,16230,111,0.947,0.044
714757083,Attrited Customer,44,M,4,Uneducated,Married,$60K - $80K,Silver,37,1,2,2,29076,0,29076,0.77,8765,84,1.211,0
789237333,Existing Customer,47,M,4,Post-Graduate,Divorced,$60K - $80K,Blue,36,4,2,5,20237,1593,18644,0.811,15041,102,1,0.079
714136233,Attrited Customer,53,M,4,Graduate,Married,$120K +,Blue,38,5,2,3,34516,0,34516,0.854,8417,72,0.714,0
778888083,Attrited Customer,45,F,2,Graduate,Married,$40K - $60K,Blue,26,6,2,4,4307,0,4307,0.743,8697,62,0.59,0
716836308,Existing Customer,29,M,1,Graduate,Divorced,Less than $40K,Blue,36,4,3,2,3839,1139,2700,0.632,14791,124,0.771,0.297
720633558,Existing Customer,37,F,3,Graduate,Divorced,Less than $40K,Blue,24,3,3,4,3727,995,2732,0.743,14786,101,0.656,0.267
712846458,Existing Customer,45,M,4,High School,Divorced,$80K - $120K,Blue,39,5,3,4,14290,1432,12858,0.815,14709,125,0.689,0.1
709399908,Existing Customer,34,F,2,Graduate,Single,$40K - $60K,Blue,23,4,2,2,7594,1442,6152,0.753,15026,99,0.678,0.19
772698783,Existing Customer,50,F,2,College,Married,Less than $40K,Blue,40,3,2,4,8416,1549,6867,0.643,13988,124,0.771,0.184
718665033,Attrited Customer,44,M,5,Doctorate,Single,$60K - $80K,Silver,36,2,3,4,34140,0,34140,0.877,8177,76,0.52,0
771561183,Attrited Customer,42,F,4,Graduate,Single,$40K - $60K,Blue,30,6,3,3,13753,2517,11236,0.652,7464,66,0.692,0.183
789008508,Existing Customer,44,M,4,College,Married,$80K - $120K,Blue,31,2,1,1,3472,1687,1785,0.645,13999,119,0.725,0.486
719439108,Existing Customer,42,M,1,Graduate,Married,$40K - $60K,Silver,34,3,3,2,15315,1613,13702,0.859,14728,100,0.754,0.105
720817533,Existing Customer,54,M,1,Uneducated,Married,$120K +,Blue,40,4,1,2,12086,1264,10822,0.986,15559,91,0.717,0.105
813901458,Existing Customer,60,M,1,High School,Single,$60K - $80K,Silver,55,5,5,3,34516,1642,32874,0.709,14954,95,0.696,0.048
717783483,Existing Customer,47,F,5,Post-Graduate,Divorced,Less than $40K,Blue,30,4,1,2,5016,2286,2730,0.669,17038,122,0.649,0.456
718299933,Existing Customer,42,M,3,High School,Married,$40K - $60K,Blue,30,3,3,4,4333,739,3594,0.69,15903,100,0.754,0.171
789074358,Existing Customer,46,M,2,High School,Single,$60K - $80K,Blue,34,2,2,1,10325,0,10325,0.866,16856,122,0.718,0
712036383,Attrited Customer,49,M,4,High School,Single,$60K - $80K,Blue,30,6,3,3,18418,0,18418,0.918,9980,68,0.744,0
720618033,Existing Customer,43,F,3,College,Married,$40K - $60K,Blue,36,1,3,2,9633,0,9633,0.638,14829,90,0.8,0
720415833,Existing Customer,47,M,2,High School,Married,$60K - $80K,Blue,32,3,5,2,3842,1563,2279,0.781,14751,107,0.726,0.407
770743983,Existing Customer,34,F,3,Uneducated,Single,$40K - $60K,Blue,20,1,2,3,8698,874,7824,0.708,15683,94,0.709,0.1
715671183,Attrited Customer,43,M,3,Uneducated,Married,$80K - $120K,Blue,31,6,3,4,6824,2517,4307,0.972,9045,67,0.595,0.369
711283008,Existing Customer,50,M,1,High School,Single,$80K - $120K,Silver,36,4,5,3,34516,0,34516,0.732,16019,105,0.694,0
778873608,Existing Customer,44,M,4,Uneducated,Married,$80K - $120K,Silver,25,3,1,1,34516,1984,32532,0.734,14335,116,0.758,0.057
709592808,Existing Customer,38,F,2,Graduate,Single,Less than $40K,Blue,28,5,3,4,3311,1556,1755,0.652,14470,103,0.746,0.47
822084333,Attrited Customer,51,M,3,High School,Married,$80K - $120K,Blue,47,2,4,3,4041,0,4041,0.67,8219,84,0.909,0
711070683,Existing Customer,48,F,3,Post-Graduate,Married,$40K - $60K,Blue,37,4,1,2,6725,493,6232,0.72,13891,106,0.606,0.073
708880683,Existing Customer,49,M,5,College,Married,$40K - $60K,Blue,40,4,3,4,3970,892,3078,0.772,13697,102,0.759,0.225
709332408,Existing Customer,44,F,1,High School,Single,Less than $40K,Blue,36,3,3,3,6159,1640,4519,0.619,13517,106,0.656,0.266
710751033,Attrited Customer,31,F,1,Graduate,Single,Less than $40K,Blue,13,1,1,3,4829,0,4829,0.836,8286,65,0.857,0
710679933,Attrited Customer,59,M,1,Graduate,Single,$80K - $120K,Blue,54,2,5,4,15633,0,15633,0.984,8660,58,0.758,0
710849208,Existing Customer,47,M,2,Post-Graduate,Single,$120K +,Silver,35,3,3,4,34516,1652,32864,0.756,14738,113,0.766,0.048
710056758,Existing Customer,51,M,4,High School,Single,$40K - $60K,Blue,36,2,2,4,10017,1850,8167,0.622,15635,116,0.681,0.185
713520858,Existing Customer,53,F,1,College,Single,Less than $40K,Blue,38,3,3,2,3895,1981,1914,0.839,16023,119,0.725,0.509
766769058,Existing Customer,51,M,1,Graduate,Single,$40K - $60K,Gold,44,3,3,3,22722,1790,20932,0.813,15817,121,0.754,0.079
718298733,Existing Customer,40,M,4,High School,Single,$80K - $120K,Blue,29,3,3,2,12978,0,12978,0.628,14134,85,0.7,0
717174558,Attrited Customer,57,F,1,Uneducated,Single,Less than $40K,Blue,46,2,3,3,9129,0,9129,0.733,7733,81,0.884,0
715756683,Existing Customer,50,M,4,Graduate,Single,$80K - $120K,Blue,36,3,2,4,14804,1696,13108,0.959,15237,111,0.734,0.115
708245808,Existing Customer,35,M,3,Graduate,Married,$60K - $80K,Blue,36,4,1,4,19671,924,18747,0.82,13908,124,0.676,0.047
799253808,Existing Customer,42,M,3,High School,Married,$80K - $120K,Silver,36,5,2,3,34516,1294,33222,0.679,13845,120,0.791,0.037
716552433,Existing Customer,40,F,4,Uneducated,Married,Less than $40K,Blue,36,4,1,2,5056,1067,3989,0.749,15926,117,0.519,0.211
720995583,Existing Customer,48,M,2,Graduate,Divorced,$60K - $80K,Silver,33,3,2,2,25217,1754,23463,0.712,15054,110,0.833,0.07
780118158,Existing Customer,27,M,0,Graduate,Single,Less than $40K,Blue,13,2,2,4,3585,2420,1165,0.812,15656,124,0.746,0.675
717081483,Existing Customer,37,M,2,Graduate,Divorced,$80K - $120K,Blue,25,3,2,2,25187,2209,22978,0.799,16606,96,0.778,0.088
708974283,Existing Customer,50,M,4,Graduate,Married,$60K - $80K,Blue,34,5,1,1,18142,0,18142,0.857,15427,95,0.792,0
713293983,Existing Customer,52,M,3,Post-Graduate,Divorced,$60K - $80K,Blue,33,5,3,2,3388,2517,871,0.919,15313,91,0.784,0.743
714785508,Existing Customer,49,M,2,High School,Single,$80K - $120K,Silver,40,4,3,2,34516,1313,33203,0.583,15154,99,0.833,0.038
709608708,Attrited Customer,29,M,1,Graduate,Married,$60K - $80K,Blue,17,5,1,4,6500,2517,3983,0.915,9451,79,0.646,0.387
710939283,Existing Customer,45,F,3,Uneducated,Divorced,$40K - $60K,Blue,36,3,2,4,4209,1300,2909,0.75,16078,105,0.615,0.309
770824833,Existing Customer,32,M,1,Graduate,Divorced,$40K - $60K,Blue,19,2,3,5,3657,1135,2522,0.795,16236,94,0.808,0.31
779082633,Existing Customer,30,M,2,Uneducated,Single,$60K - $80K,Blue,13,3,2,3,4107,979,3128,0.647,14596,104,0.733,0.238
720515883,Existing Customer,57,F,1,Graduate,Married,Less than $40K,Blue,46,4,3,2,3638,0,3638,0.837,16469,115,0.667,0
747885858,Existing Customer,39,F,2,Graduate,Single,Less than $40K,Blue,31,5,3,3,8325,2048,6277,0.92,14571,91,0.655,0.246
779140533,Existing Customer,49,M,2,Doctorate,Married,$120K +,Blue,34,3,6,4,27124,2311,24813,0.73,15195,121,0.729,0.085
716619558,Existing Customer,38,F,0,High School,Single,Less than $40K,Silver,36,4,3,2,13747,1941,11806,0.748,16401,119,0.608,0.141
788633733,Existing Customer,36,M,3,Graduate,Married,$60K - $80K,Silver,13,4,3,2,28174,1173,27001,0.779,16258,108,0.714,0.042
715291908,Existing Customer,31,M,1,College,Single,$40K - $60K,Blue,36,3,1,2,11109,2045,9064,0.625,13988,92,0.84,0.184
709977933,Attrited Customer,52,M,5,Uneducated,Married,$80K - $120K,Blue,44,2,3,4,9959,199,9760,1.003,8517,60,0.5,0.02
716454858,Existing Customer,35,F,2,Graduate,Married,Less than $40K,Blue,28,6,1,3,4014,2266,1748,0.718,14257,94,0.958,0.565
711289533,Existing Customer,39,M,4,Post-Graduate,Single,$80K - $120K,Blue,32,5,3,2,26710,1681,25029,0.741,14043,117,0.746,0.063
716464533,Existing Customer,32,F,1,Graduate,Married,Less than $40K,Blue,36,4,3,3,9550,2517,7033,0.713,13783,116,0.841,0.264
710081208,Attrited Customer,52,M,2,College,Single,$120K +,Blue,32,4,3,1,4935,0,4935,0.713,7886,64,0.882,0
717482658,Existing Customer,55,M,2,High School,Single,$80K - $120K,Blue,36,3,2,2,18022,0,18022,0.823,14485,106,0.738,0
712246983,Existing Customer,50,M,4,High School,Married,$80K - $120K,Blue,43,2,2,5,16748,2413,14335,0.769,15338,121,0.635,0.144
711460458,Attrited Customer,44,M,1,Uneducated,Married,$40K - $60K,Blue,34,5,2,3,10973,0,10973,0.792,10583,75,0.786,0
713159133,Existing Customer,32,F,2,High School,Single,Less than $40K,Silver,23,4,2,2,14143,1472,12671,0.777,13785,117,0.648,0.104
710047533,Attrited Customer,51,M,3,Graduate,Single,$80K - $120K,Gold,36,4,3,3,34516,2201,32315,0.978,8614,63,0.75,0.064
716708583,Attrited Customer,54,M,4,Graduate,Married,$120K +,Blue,36,2,3,5,7684,0,7684,0.61,7667,68,0.789,0
712766208,Attrited Customer,45,M,5,Uneducated,Single,$120K +,Silver,36,4,2,1,34516,0,34516,0.732,8603,84,0.615,0
717991533,Existing Customer,44,M,2,Uneducated,Married,$40K - $60K,Blue,36,3,3,2,3843,1460,2383,0.811,16461,105,0.909,0.38
797641683,Existing Customer,40,M,3,Uneducated,Married,$80K - $120K,Blue,34,4,3,2,14840,2043,12797,0.778,16256,111,0.85,0.138
714879483,Attrited Customer,39,M,4,Graduate,Married,$80K - $120K,Blue,31,1,3,3,3929,542,3387,0.811,7773,64,0.73,0.138
720105933,Existing Customer,48,M,3,Uneducated,Divorced,$40K - $60K,Blue,35,3,5,3,11427,2307,9120,0.848,15243,107,0.754,0.202
714919308,Attrited Customer,32,F,0,Graduate,Single,Less than $40K,Blue,36,5,3,3,8135,0,8135,0.841,8620,67,0.971,0
717928308,Existing Customer,40,F,1,Uneducated,Single,Less than $40K,Silver,34,5,2,2,13669,1774,11895,0.653,15772,130,0.625,0.13
788890533,Existing Customer,54,M,2,College,Married,$80K - $120K,Silver,39,4,1,4,34516,2305,32211,0.586,13756,106,0.71,0.067
779692608,Existing Customer,36,M,1,Uneducated,Married,$60K - $80K,Blue,19,6,3,5,9764,0,9764,0.689,15097,115,0.797,0
717774333,Attrited Customer,48,M,3,High School,Married,$60K - $80K,Blue,36,1,2,5,8431,0,8431,0.222,5189,57,0.357,0
804431283,Existing Customer,57,F,1,Graduate,Married,Less than $40K,Blue,52,5,1,2,7882,1101,6781,0.682,14651,120,0.6,0.14
758802333,Existing Customer,40,M,2,Graduate,Single,$120K +,Blue,33,3,1,2,20891,1213,19678,0.717,14641,117,0.773,0.058
720237408,Existing Customer,59,M,1,Doctorate,Single,$80K - $120K,Blue,49,4,2,2,22715,707,22008,0.848,15004,117,0.887,0.031
713787333,Existing Customer,46,M,2,High School,Single,Less than $40K,Blue,36,5,1,0,3818,1142,2676,0.709,14731,113,0.948,0.299
721005108,Existing Customer,41,M,0,College,Married,$40K - $60K,Blue,29,3,2,2,6991,1384,5607,0.66,14994,104,0.733,0.198
809589783,Existing Customer,41,M,4,Post-Graduate,Married,$40K - $60K,Silver,36,3,3,2,16268,817,15451,0.64,13969,120,0.69,0.05
712627083,Attrited Customer,38,M,4,Uneducated,Married,$80K - $120K,Blue,25,5,2,4,5768,0,5768,0.924,9867,78,0.902,0
778444908,Existing Customer,57,M,2,Graduate,Married,$120K +,Silver,39,4,2,3,34516,1444,33072,0.568,16392,116,0.657,0.042
711433908,Attrited Customer,41,F,3,Uneducated,Married,Less than $40K,Blue,30,1,2,3,9491,0,9491,1.056,9061,51,1.684,0
768728508,Existing Customer,45,F,5,Doctorate,Married,Less than $40K,Gold,39,6,3,2,15987,1096,14891,0.625,14209,103,0.776,0.069
789937683,Existing Customer,37,M,3,Post-Graduate,Married,$40K - $60K,Blue,28,4,1,2,3645,701,2944,0.654,15559,120,0.739,0.192
711788583,Existing Customer,61,F,1,Graduate,Single,Less than $40K,Blue,36,3,2,2,3466,1444,2022,0.653,15075,124,0.699,0.417
713994108,Existing Customer,40,M,5,High School,Married,$60K - $80K,Blue,33,3,1,2,4155,1315,2840,0.767,15851,128,0.855,0.316
712509108,Attrited Customer,46,F,3,Doctorate,Single,Less than $40K,Gold,36,1,3,5,15164,532,14632,0.858,8356,68,0.478,0.035
778745058,Existing Customer,50,M,3,High School,Single,$80K - $120K,Silver,41,2,2,1,34516,0,34516,0.627,15059,118,0.735,0
721455558,Existing Customer,56,M,0,Graduate,Single,$60K - $80K,Blue,44,1,3,2,6828,1859,4969,0.752,14713,104,0.677,0.272
769587258,Existing Customer,38,M,3,College,Single,$60K - $80K,Silver,32,4,2,2,30082,1671,28411,0.707,15240,126,0.8,0.056
712080333,Existing Customer,46,M,2,High School,Divorced,$120K +,Blue,34,3,2,4,3659,1381,2278,0.669,16252,112,0.623,0.377
712457208,Attrited Customer,58,M,1,Graduate,Single,$80K - $120K,Blue,36,6,3,4,22718,0,22718,0.747,8100,77,0.833,0
719934783,Existing Customer,43,M,3,Doctorate,Married,$80K - $120K,Blue,27,4,2,2,3676,673,3003,0.629,14651,105,0.78,0.183
709589208,Existing Customer,53,M,0,Graduate,Single,$60K - $80K,Blue,35,3,1,3,17721,596,17125,0.694,14409,83,0.844,0.034
714860808,Existing Customer,59,F,1,Graduate,Single,Less than $40K,Blue,39,5,3,2,4404,2272,2132,0.809,15709,93,0.722,0.516
713934633,Attrited Customer,40,F,4,Uneducated,Divorced,Less than $40K,Blue,35,2,3,3,4423,2517,1906,0.84,8935,87,0.933,0.569
773185833,Existing Customer,49,M,3,High School,Married,$60K - $80K,Gold,42,3,1,4,34516,0,34516,0.838,15095,102,0.759,0
715923408,Existing Customer,30,F,0,College,Married,Less than $40K,Blue,19,4,2,3,4184,1254,2930,0.549,14999,110,0.719,0.3
778956033,Existing Customer,51,M,1,Graduate,Married,$80K - $120K,Blue,32,3,2,3,34516,1549,32967,0.892,15151,104,0.677,0.045
714945708,Attrited Customer,33,M,4,College,Single,$40K - $60K,Silver,20,2,1,3,15977,0,15977,0.702,7745,64,0.684,0
720971358,Existing Customer,59,M,0,High School,Single,$80K - $120K,Blue,47,5,3,3,26812,1491,25321,0.679,14838,110,0.642,0.056
764316708,Existing Customer,30,F,1,High School,Single,Less than $40K,Blue,23,3,2,2,3955,2352,1603,0.779,16423,109,0.758,0.595
715545933,Existing Customer,43,M,5,Graduate,Married,$120K +,Blue,36,6,2,4,22355,2179,20176,0.726,14268,99,0.8,0.097
714524583,Attrited Customer,56,M,3,Uneducated,Married,$80K - $120K,Blue,46,1,3,3,23240,1534,21706,0.971,9441,82,0.907,0.066
780079833,Existing Customer,43,M,3,Graduate,Divorced,$60K - $80K,Blue,28,3,3,4,5479,1183,4296,0.596,14728,126,0.909,0.216
719941533,Existing Customer,32,F,1,Graduate,Married,Less than $40K,Blue,20,3,1,4,5497,1735,3762,0.664,16266,124,0.771,0.316
715544883,Existing Customer,39,M,1,Graduate,Married,Less than $40K,Silver,30,4,3,3,14135,630,13505,0.64,13703,99,0.768,0.045
710122458,Existing Customer,38,M,2,High School,Single,$60K - $80K,Silver,36,5,3,2,31546,2057,29489,0.625,15311,108,0.714,0.065
713833233,Existing Customer,49,M,5,Uneducated,Married,$80K - $120K,Silver,30,3,3,2,34516,1768,32748,0.767,15134,124,0.722,0.051
719326758,Attrited Customer,52,F,0,Doctorate,Married,Less than $40K,Blue,36,4,3,2,4353,1489,2864,0.945,9226,85,1.073,0.342
711686658,Existing Customer,48,M,5,High School,Married,$80K - $120K,Silver,40,6,2,2,34516,1417,33099,0.692,16579,109,0.879,0.041
718840833,Attrited Customer,49,M,3,High School,Single,$40K - $60K,Blue,36,1,3,4,4601,0,4601,0.962,9610,76,0.689,0
797228883,Existing Customer,46,M,2,High School,Married,$40K - $60K,Blue,40,3,3,0,3981,0,3981,0.626,14340,114,0.781,0
709566408,Attrited Customer,40,F,2,Graduate,Single,Less than $40K,Blue,30,5,3,6,4458,0,4458,0.935,9640,70,0.707,0
780097533,Existing Customer,48,M,3,Doctorate,Divorced,$80K - $120K,Blue,33,4,1,2,10292,0,10292,0.656,15148,111,0.79,0
716832858,Attrited Customer,46,M,3,Graduate,Married,$60K - $80K,Blue,34,1,2,4,4930,159,4771,0.592,7412,60,0.579,0.032
789497283,Attrited Customer,50,M,2,High School,Single,$120K +,Blue,42,1,3,2,34162,1723,32439,0.429,7572,56,0.697,0.05
711834708,Existing Customer,55,M,4,College,Married,$80K - $120K,Blue,40,4,2,5,4047,1482,2565,0.959,16191,102,0.789,0.366
785038908,Existing Customer,43,F,0,Graduate,Married,Less than $40K,Blue,37,3,1,4,6380,1160,5220,0.753,17119,124,0.797,0.182
720001758,Existing Customer,42,F,1,Graduate,Single,Less than $40K,Blue,34,5,1,3,3534,1175,2359,0.737,13588,94,0.808,0.332
778428108,Existing Customer,36,F,1,Graduate,Single,Less than $40K,Blue,16,6,5,3,6091,1184,4907,0.766,17437,113,0.766,0.194
715268508,Existing Customer,42,M,3,Graduate,Married,$40K - $60K,Gold,36,3,2,5,23981,1399,22582,0.712,14840,125,0.761,0.058
788741733,Existing Customer,53,F,1,Graduate,Married,Less than $40K,Blue,32,4,2,3,7832,1784,6048,0.711,14614,106,0.656,0.228
717355533,Existing Customer,56,M,3,Graduate,Single,$120K +,Blue,44,3,1,2,34516,1307,33209,0.558,13759,120,0.765,0.038
712128258,Existing Customer,49,F,4,High School,Single,Less than $40K,Silver,40,5,3,5,13704,2127,11577,0.805,15872,116,0.681,0.155
735825258,Existing Customer,39,M,2,High School,Single,Less than $40K,Blue,32,4,1,4,4423,1643,2780,0.724,15467,112,0.623,0.371
714544908,Attrited Customer,56,M,4,Graduate,Divorced,$60K - $80K,Blue,36,6,3,3,6224,0,6224,0.92,8979,68,0.581,0
818712633,Existing Customer,41,F,3,Graduate,Single,Less than $40K,Blue,36,4,6,2,4133,1067,3066,0.632,16100,119,0.608,0.258
709831983,Existing Customer,57,M,2,Uneducated,Single,$120K +,Blue,46,3,2,3,34516,1244,33272,0.606,15176,126,0.8,0.036
789398733,Existing Customer,56,M,3,Graduate,Married,$120K +,Blue,46,3,3,2,5270,779,4491,0.731,16179,105,0.694,0.148
779900808,Existing Customer,32,M,0,College,Single,$60K - $80K,Blue,16,2,3,2,21551,0,21551,0.536,14950,94,0.843,0
719900733,Existing Customer,60,M,1,High School,Married,$40K - $60K,Blue,47,3,1,3,9805,1007,8798,0.8,14641,95,0.9,0.103
816517683,Existing Customer,38,F,2,Doctorate,Married,Less than $40K,Blue,33,4,3,3,7530,1336,6194,0.749,14719,115,0.855,0.177
755305683,Existing Customer,45,M,5,Graduate,Married,$60K - $80K,Blue,38,5,1,4,8983,0,8983,0.713,15163,124,0.746,0
715493733,Attrited Customer,53,M,2,Graduate,Married,$40K - $60K,Blue,36,2,3,4,5735,0,5735,1.009,9088,64,0.684,0
827440458,Attrited Customer,48,M,4,College,Married,$80K - $120K,Blue,44,2,3,3,9524,1449,8075,0.559,7527,58,0.657,0.152
715713408,Existing Customer,55,M,2,Graduate,Married,Less than $40K,Gold,46,3,5,3,15987,0,15987,0.82,15853,117,0.56,0
720128658,Attrited Customer,49,M,1,Uneducated,Single,$120K +,Blue,30,5,3,3,5181,0,5181,0.83,8943,68,1,0
770038983,Attrited Customer,37,M,4,High School,Single,$60K - $80K,Silver,31,1,3,3,28831,2517,26314,0.77,8688,69,0.769,0.087
714684108,Attrited Customer,31,M,1,Post-Graduate,Single,$40K - $60K,Blue,24,4,2,4,4169,534,3635,0.836,8565,70,0.795,0.128
708942408,Existing Customer,46,F,3,Uneducated,Single,$40K - $60K,Blue,36,3,2,2,7020,1784,5236,0.815,16937,116,0.731,0.254
779134458,Attrited Customer,33,F,1,Doctorate,Single,Less than $40K,Blue,15,1,1,3,3709,1180,2529,0.645,8130,74,0.897,0.318
710066133,Attrited Customer,30,M,0,Graduate,Single,Less than $40K,Silver,36,4,3,3,12833,0,12833,0.853,9619,75,0.786,0
709578258,Existing Customer,40,F,3,Uneducated,Single,Less than $40K,Blue,33,4,3,2,3804,1917,1887,0.744,14321,102,0.759,0.504
718043583,Existing Customer,50,M,2,Uneducated,Single,$120K +,Blue,40,5,3,4,21794,1368,20426,0.691,15111,116,0.706,0.063
715186608,Existing Customer,43,M,4,Graduate,Married,$80K - $120K,Blue,35,3,2,3,3304,2517,787,0.741,14565,120,0.818,0.762
708447858,Existing Customer,59,F,2,Uneducated,Married,Less than $40K,Blue,36,6,3,2,3850,0,3850,0.509,15107,117,0.918,0
718071933,Existing Customer,49,M,1,Graduate,Married,$40K - $60K,Blue,36,4,2,3,4158,1889,2269,0.872,15842,130,0.831,0.454
771217758,Existing Customer,44,F,2,High School,Single,Less than $40K,Blue,31,3,2,3,4182,2028,2154,0.658,16920,114,0.606,0.485
721210158,Existing Customer,29,M,2,College,Married,$40K - $60K,Blue,17,3,1,3,4626,1232,3394,0.731,14740,102,0.759,0.266
788779983,Existing Customer,58,M,2,Post-Graduate,Married,$80K - $120K,Blue,39,4,2,3,3742,2517,1225,0.75,16401,121,0.806,0.673
709865883,Attrited Customer,38,M,2,High School,Divorced,$60K - $80K,Silver,25,1,2,3,26794,821,25973,0.848,8788,58,0.933,0.031
717390408,Attrited Customer,49,F,4,Uneducated,Married,$40K - $60K,Blue,36,5,2,3,4167,0,4167,0.581,7590,87,0.776,0
718655808,Existing Customer,44,F,3,Uneducated,Married,Less than $40K,Silver,36,3,3,2,12944,1200,11744,0.839,16161,105,0.944,0.093
817035108,Existing Customer,31,M,2,Graduate,Single,Less than $40K,Blue,14,4,3,3,6933,1870,5063,0.656,15585,115,0.917,0.27
771982083,Existing Customer,44,M,4,Doctorate,Married,$80K - $120K,Blue,33,3,1,3,4552,1144,3408,0.709,14418,104,0.677,0.251
717642633,Existing Customer,51,M,2,Graduate,Married,$60K - $80K,Blue,40,3,3,3,3750,1801,1949,0.889,17995,116,0.657,0.48
772721208,Existing Customer,50,M,2,High School,Single,$60K - $80K,Blue,40,4,3,3,17655,1720,15935,0.706,16293,120,0.739,0.097
714385983,Existing Customer,57,F,2,Uneducated,Single,Less than $40K,Blue,36,5,3,2,8224,1239,6985,0.793,16319,124,0.653,0.151
712516608,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,36,6,2,3,3946,1275,2671,0.647,14822,96,0.811,0.323
714725883,Existing Customer,41,F,4,Graduate,Divorced,$40K - $60K,Blue,36,4,1,0,5654,2470,3184,0.637,15123,111,0.881,0.437
709398708,Existing Customer,40,M,3,High School,Divorced,$60K - $80K,Blue,36,3,1,2,16268,2517,13751,0.652,15925,124,0.824,0.155
715090008,Existing Customer,45,M,4,Graduate,Single,$60K - $80K,Silver,36,2,3,4,28564,2517,26047,0.711,14875,107,0.783,0.088
709159308,Existing Customer,42,F,4,High School,Single,Less than $40K,Blue,30,3,1,3,6172,1212,4960,0.723,16622,99,0.65,0.196
711348033,Existing Customer,50,M,2,Graduate,Married,$40K - $60K,Blue,40,4,3,2,5435,1243,4192,0.749,16202,117,0.671,0.229
718161708,Existing Customer,46,F,4,Graduate,Married,Less than $40K,Blue,34,5,1,2,7562,1500,6062,0.632,14908,100,0.754,0.198
717714633,Existing Customer,49,M,3,Uneducated,Married,$120K +,Gold,38,4,3,4,14938,0,14938,0.737,15277,131,0.724,0
824150733,Existing Customer,43,M,2,High School,Married,$80K - $120K,Silver,39,3,1,3,34516,1987,32529,0.673,16177,122,0.848,0.058
713768358,Existing Customer,45,M,4,Graduate,Single,$40K - $60K,Blue,35,3,2,2,7935,888,7047,0.779,15380,122,0.694,0.112
709188108,Existing Customer,45,M,2,Graduate,Single,$60K - $80K,Silver,33,4,2,2,34516,1529,32987,0.609,13940,105,0.81,0.044
719106783,Existing Customer,52,M,1,High School,Single,$80K - $120K,Blue,41,4,1,4,4103,1972,2131,0.665,16344,118,0.788,0.481
719574033,Existing Customer,38,M,1,High School,Single,$60K - $80K,Blue,28,2,2,2,21906,0,21906,0.696,15349,119,0.7,0
710005683,Existing Customer,56,M,2,College,Single,$80K - $120K,Blue,46,3,3,5,12540,1696,10844,0.799,16518,115,0.716,0.135
801036033,Existing Customer,31,M,0,High School,Single,$40K - $60K,Blue,25,3,2,3,4493,1388,3105,0.795,17744,104,0.763,0.309
716644008,Attrited Customer,55,M,3,Graduate,Single,$120K +,Silver,36,4,3,4,34516,0,34516,1.007,9931,70,0.75,0
709094358,Existing Customer,51,F,1,Graduate,Single,Less than $40K,Blue,41,4,2,3,8900,798,8102,0.647,16737,88,0.66,0.09
720608658,Existing Customer,33,F,1,Uneducated,Single,Less than $40K,Blue,36,5,3,3,8398,1875,6523,0.727,16706,123,0.757,0.223
717185658,Attrited Customer,51,M,1,High School,Married,$80K - $120K,Blue,36,4,3,4,22754,0,22754,0.799,8531,77,0.791,0
715474083,Existing Customer,51,M,3,Graduate,Single,$60K - $80K,Silver,36,3,2,2,29663,1743,27920,0.667,14638,93,0.722,0.059
709646433,Attrited Customer,59,F,1,High School,Married,Less than $40K,Blue,50,1,4,3,5043,743,4300,0.805,10170,66,0.784,0.147
717494358,Existing Customer,58,F,0,Graduate,Single,Less than $40K,Blue,48,2,2,5,4299,1334,2965,0.66,15068,123,0.685,0.31
713924283,Attrited Customer,61,M,0,Graduate,Single,$60K - $80K,Blue,54,2,1,4,11859,1644,10215,0.866,8930,79,0.837,0.139
714471183,Attrited Customer,47,M,4,Graduate,Divorced,$80K - $120K,Blue,39,4,3,4,17504,476,17028,0.892,10468,66,0.737,0.027
780613758,Existing Customer,47,M,5,High School,Single,Less than $40K,Blue,35,4,3,5,4165,0,4165,0.813,17093,111,0.82,0
718225683,Existing Customer,56,M,1,Graduate,Single,$80K - $120K,Silver,49,5,2,2,34516,1091,33425,0.64,15274,108,0.714,0.032
710734308,Existing Customer,49,M,1,Graduate,Single,$60K - $80K,Blue,40,6,3,3,6481,1569,4912,0.692,15937,119,0.803,0.242
708564858,Attrited Customer,33,M,2,College,Married,$120K +,Gold,20,2,1,4,34516,0,34516,1.004,9338,73,0.622,0
713733633,Attrited Customer,27,M,0,High School,Divorced,$60K - $80K,Blue,36,2,3,2,13303,2517,10786,0.929,10219,85,0.809,0.189
720841533,Existing Customer,29,M,0,Graduate,Married,Less than $40K,Blue,15,3,1,5,4700,0,4700,0.617,14723,96,0.655,0
712210458,Existing Customer,38,M,1,Uneducated,Single,$40K - $60K,Blue,36,2,3,2,5639,1558,4081,0.614,16628,109,0.946,0.276
714109308,Existing Customer,46,M,5,College,Single,$80K - $120K,Blue,36,1,2,3,13187,2241,10946,0.689,15354,112,0.931,0.17
712503408,Existing Customer,57,M,2,Graduate,Married,$80K - $120K,Blue,40,6,3,4,17925,1909,16016,0.712,17498,111,0.82,0.106
710841183,Existing Customer,54,M,1,High School,Single,$60K - $80K,Blue,34,5,2,0,13940,2109,11831,0.66,15577,114,0.754,0.151
713899383,Existing Customer,56,F,1,Graduate,Single,Less than $40K,Blue,50,4,1,4,3688,606,3082,0.57,14596,120,0.791,0.164
772366833,Existing Customer,50,M,2,Graduate,Single,$40K - $60K,Blue,40,3,2,3,4003,1851,2152,0.703,15476,117,0.857,0.462
716506083,Attrited Customer,44,F,1,High School,Married,Less than $40K,Blue,36,5,3,4,5409,0,5409,0.819,10291,60,0.818,0
714337233,Attrited Customer,43,F,2,Graduate,Married,Less than $40K,Silver,25,6,2,4,10388,1961,8427,0.703,10294,61,0.649,0.189
#	Variable	Type	Description
1	Clientnum	Categorical	Unique identifier for the customer
2	Attrition_Flag	Categorical	Customer's status (Existing or Attrited)
3	Customer_Age	Quantitative	Customer's Age in Years
4	Gender	Categorical	M=Male, F=Female
5	Dependent_count	Quantitative	Number of dependents
6	Education_Level	Ordinal	Educational Qualification of the account holder
7	Marital_Status	Categorical	Married, Single, Unknown
8	Income_Category	Ordinal	Annual Income Category of the card holder (< $40K, $40K-60K, $60K-$80K, ...)
9	Card_Category	Ordinal	Type of Card (Blue, Silver, Gold, Platinum)
10	Months_on_book	Quantitative	Months on book (Time of Relationship)
11	Total_Relationship_Count	Quantitative	Total no. of products held by the customer
12	Months_Inactive_12_mon	Quantitative	No. of months inactive in the last 12 months
13	Contacts_Count_12_mon	Quantitative	No. of Contacts in the last 12 months
14	Credit_Limit	Quantitative	Credit Limit on the Credit Card
15	Total_Revolving_Bal	Quantitative	Total Revolving Balance on the Credit Card
16	Avg_Open_To_Buy	Quantitative	Open to Buy Credit Line (Average of last 12 months)
17	Total_Amt_Chng_Q4_Q1	Quantitative	Change in Transaction Amount (Q4 over Q1)
18	Total_Trans_Amt	Quantitative	Total Transaction Amount (Last 12 months)
19	Total_Trans_Ct	Quantitative	Total Transaction Count (Last 12 months)
20	Total_Ct_Chng_Q4_Q1	Quantitative	Change in Transaction Count (Q4 over Q1)
21	Avg_Utilization_Ratio	Quantitative	Average Card Utilization Ratio