CHURN
stringclasses 2
values | Gender
stringclasses 2
values | Status
stringclasses 3
values | Children
int64 0
2
| EstIncome
int64 20k
30k
| HomeOwner
stringclasses 2
values | Age
int64 12
77
| Paymethod
stringclasses 3
values | RatePlan
int64 1
4
| AccountBalance
float64 0
708
| YearsAtCurrentAddr
int64 0
27
| DwellingType
stringclasses 2
values | Education Years
int64 9
24
| AccountType
stringclasses 4
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
F | F | M | 2 | 25,506 | N | 25 | CH | 1 | 60.36 | 1 | Single Family | 13 | Gold |
F | M | M | 2 | 21,914 | N | 18 | CC | 1 | 149.4 | 3 | Multi Family | 15 | Gold |
F | M | S | 0 | 29,550 | Y | 38 | CC | 2 | 58.92 | 6 | Single Family | 20 | Platinium |
F | F | M | 2 | 27,215 | Y | 49 | CC | 1 | 80.28 | 3 | Multi Family | 24 | Gold |
F | F | M | 2 | 20,436 | Y | 49 | CC | 1 | 80.4 | 3 | Multi Family | 20 | Gold |
T | F | S | 0 | 28,297 | N | 38 | CH | 3 | 327.36 | 7 | Single Family | 9 | Silver |
F | F | M | 2 | 20,228 | N | 30 | CC | 1 | 92.64 | 0 | Single Family | 10 | Gold |
F | F | M | 2 | 24,816 | N | 33 | CH | 4 | 0 | 0 | Single Family | 11 | Diamond |
F | F | M | 2 | 22,919 | N | 52 | CC | 3 | 89.04 | 0 | Single Family | 9 | Silver |
T | F | S | 2 | 25,347 | Y | 36 | CH | 3 | 300.36 | 4 | Single Family | 10 | Silver |
F | F | M | 2 | 26,269 | N | 57 | CC | 1 | 30.48 | 13 | Single Family | 13 | Gold |
F | F | S | 1 | 25,913 | N | 44 | Auto | 2 | 154.68 | 4 | Multi Family | 15 | Platinium |
F | M | M | 1 | 27,918 | Y | 30 | CC | 2 | 82.8 | 10 | Multi Family | 15 | Platinium |
F | F | M | 2 | 26,939 | N | 50 | CC | 4 | 0 | 0 | Single Family | 13 | Diamond |
F | M | S | 2 | 28,079 | Y | 23 | Auto | 2 | 20.52 | 9 | Single Family | 22 | Platinium |
F | F | M | 2 | 20,634 | N | 52 | CH | 1 | 85.44 | 1 | Single Family | 19 | Gold |
T | M | M | 1 | 29,887 | N | 62 | CC | 2 | 260.16 | 1 | Multi Family | 13 | Platinium |
T | F | M | 1 | 28,371 | N | 23 | CH | 2 | 309.24 | 0 | Multi Family | 13 | Platinium |
F | F | M | 2 | 27,890 | Y | 49 | CC | 3 | 8.28 | 9 | Single Family | 13 | Silver |
F | F | M | 2 | 26,036 | Y | 39 | CH | 1 | 0 | 0 | Single Family | 13 | Gold |
F | F | M | 2 | 29,698 | N | 34 | CC | 2 | 292.68 | 5 | Multi Family | 18 | Platinium |
F | F | M | 2 | 24,974 | N | 47 | CC | 1 | 124.32 | 6 | Single Family | 13 | Gold |
F | F | M | 2 | 27,400 | Y | 46 | Auto | 2 | 328.68 | 4 | Multi Family | 12 | Platinium |
T | M | S | 0 | 24,564 | N | 45 | CC | 2 | 356.76 | 2 | Single Family | 17 | Platinium |
F | F | S | 1 | 29,309 | Y | 45 | Auto | 1 | 245.28 | 8 | Single Family | 20 | Gold |
F | F | M | 1 | 28,665 | N | 64 | Auto | 2 | 230.88 | 9 | Multi Family | 14 | Platinium |
F | F | M | 2 | 23,818 | N | 44 | CH | 2 | 204.12 | 2 | Single Family | 15 | Platinium |
T | F | S | 2 | 21,832 | N | 45 | Auto | 2 | 130.44 | 2 | Multi Family | 22 | Platinium |
F | F | M | 2 | 22,536 | N | 30 | CC | 2 | 262.44 | 16 | Multi Family | 14 | Platinium |
F | F | M | 2 | 26,894 | N | 55 | CH | 2 | 103.8 | 6 | Single Family | 10 | Platinium |
T | M | S | 1 | 24,651 | N | 57 | CC | 2 | 250.32 | 1 | Single Family | 14 | Platinium |
F | F | M | 2 | 22,070 | Y | 41 | CC | 3 | 183.84 | 0 | Single Family | 16 | Silver |
T | F | S | 1 | 21,430 | Y | 33 | Auto | 3 | 209.88 | 8 | Multi Family | 17 | Silver |
F | F | M | 1 | 28,629 | Y | 52 | CH | 4 | 201.48 | 6 | Single Family | 20 | Diamond |
T | F | S | 0 | 28,454 | N | 53 | CC | 1 | 112.44 | 0 | Multi Family | 21 | Gold |
F | M | M | 2 | 29,747 | N | 18 | CC | 4 | 36.48 | 3 | Multi Family | 16 | Diamond |
F | F | S | 2 | 29,539 | N | 61 | CC | 4 | 248.52 | 1 | Single Family | 23 | Diamond |
F | F | M | 2 | 27,524 | N | 54 | CH | 3 | 50.28 | 9 | Single Family | 11 | Silver |
F | M | M | 0 | 21,140 | N | 56 | Auto | 2 | 84 | 5 | Multi Family | 10 | Platinium |
T | M | S | 1 | 28,409 | N | 14 | Auto | 2 | 357.36 | 5 | Multi Family | 23 | Platinium |
F | F | M | 2 | 20,489 | N | 47 | CH | 3 | 34.08 | 2 | Single Family | 11 | Silver |
T | F | S | 0 | 25,463 | N | 61 | CC | 4 | 44.04 | 2 | Single Family | 18 | Diamond |
T | F | S | 0 | 28,844 | N | 60 | CC | 1 | 39.6 | 3 | Multi Family | 10 | Gold |
F | F | S | 2 | 29,319 | N | 55 | CH | 2 | 160.2 | 0 | Multi Family | 11 | Platinium |
F | M | S | 0 | 28,139 | N | 30 | Auto | 2 | 10.44 | 0 | Multi Family | 21 | Platinium |
F | M | S | 1 | 22,739 | Y | 43 | CC | 3 | 112.56 | 3 | Single Family | 21 | Silver |
T | F | M | 2 | 24,611 | N | 54 | CC | 1 | 39.36 | 0 | Single Family | 17 | Gold |
T | F | S | 1 | 22,369 | N | 50 | CC | 2 | 0 | 0 | Multi Family | 11 | Platinium |
F | F | M | 2 | 24,496 | N | 52 | CH | 4 | 187.08 | 2 | Multi Family | 22 | Diamond |
F | M | M | 1 | 29,034 | N | 59 | CC | 3 | 273.48 | 1 | Single Family | 10 | Silver |
T | M | M | 1 | 21,285 | Y | 45 | CC | 4 | 353.16 | 0 | Multi Family | 10 | Diamond |
T | F | S | 0 | 24,225 | N | 39 | CC | 3 | 24.24 | 3 | Multi Family | 14 | Silver |
T | M | M | 0 | 21,204 | Y | 53 | CH | 1 | 0 | 0 | Single Family | 22 | Gold |
F | M | S | 1 | 29,061 | N | 32 | CH | 2 | 99.84 | 4 | Single Family | 17 | Platinium |
T | M | M | 1 | 25,352 | N | 49 | CC | 1 | 92.4 | 3 | Multi Family | 14 | Gold |
F | M | S | 2 | 28,167 | N | 35 | Auto | 2 | 83.64 | 15 | Single Family | 11 | Platinium |
F | F | M | 2 | 21,890 | N | 57 | CC | 2 | 30.48 | 13 | Single Family | 18 | Platinium |
F | F | M | 2 | 28,053 | N | 50 | CC | 1 | 0 | 0 | Single Family | 19 | Gold |
T | M | M | 1 | 29,895 | N | 46 | CC | 2 | 266.88 | 5 | Multi Family | 14 | Platinium |
T | M | M | 0 | 26,537 | N | 49 | CC | 1 | 92.4 | 3 | Multi Family | 10 | Gold |
T | M | M | 0 | 27,790 | Y | 53 | CC | 4 | 183.24 | 2 | Multi Family | 23 | Diamond |
F | F | M | 2 | 24,790 | N | 44 | CH | 3 | 204.12 | 2 | Single Family | 21 | Silver |
T | F | S | 0 | 21,860 | N | 24 | CC | 3 | 444 | 21 | Single Family | 22 | Silver |
F | F | M | 2 | 22,929 | N | 48 | CC | 3 | 266.4 | 6 | Single Family | 18 | Silver |
F | M | S | 0 | 27,446 | Y | 33 | CC | 2 | 24 | 0 | Multi Family | 23 | Platinium |
F | M | S | 1 | 21,072 | N | 21 | CH | 2 | 60.36 | 6 | Multi Family | 22 | Platinium |
T | F | M | 2 | 24,327 | N | 53 | CC | 4 | 57.48 | 7 | Single Family | 21 | Diamond |
T | M | S | 2 | 25,814 | N | 45 | CH | 1 | 256.44 | 24 | Single Family | 15 | Gold |
T | F | M | 2 | 22,064 | N | 34 | CC | 1 | 148.44 | 13 | Single Family | 19 | Gold |
F | F | S | 0 | 25,810 | N | 42 | Auto | 2 | 285.12 | 4 | Multi Family | 22 | Platinium |
T | F | M | 2 | 25,571 | Y | 48 | Auto | 4 | 226.2 | 2 | Multi Family | 20 | Diamond |
F | M | S | 2 | 25,943 | Y | 62 | CC | 2 | 24 | 0 | Single Family | 14 | Platinium |
T | F | S | 2 | 21,781 | N | 41 | Auto | 1 | 335.64 | 4 | Single Family | 21 | Gold |
F | M | M | 2 | 24,424 | Y | 53 | CC | 3 | 124.32 | 4 | Multi Family | 19 | Silver |
F | F | S | 2 | 25,561 | N | 55 | CC | 3 | 248.52 | 1 | Single Family | 24 | Silver |
F | M | M | 2 | 20,867 | N | 59 | CC | 1 | 316.68 | 8 | Multi Family | 9 | Gold |
F | F | S | 2 | 27,881 | N | 64 | Auto | 1 | 241.8 | 3 | Single Family | 16 | Gold |
F | F | M | 2 | 25,614 | Y | 33 | CC | 4 | 263.64 | 1 | Multi Family | 13 | Diamond |
F | M | S | 1 | 20,159 | Y | 42 | CC | 4 | 171.24 | 3 | Single Family | 23 | Diamond |
F | F | M | 2 | 23,473 | N | 40 | Auto | 1 | 245.4 | 7 | Multi Family | 24 | Gold |
T | M | M | 0 | 26,835 | Y | 52 | CH | 3 | 354.6 | 5 | Single Family | 18 | Silver |
T | M | M | 1 | 22,516 | N | 64 | CC | 3 | 0 | 0 | Single Family | 23 | Silver |
F | F | M | 2 | 28,563 | N | 33 | CH | 3 | 0 | 0 | Single Family | 16 | Silver |
F | M | M | 1 | 20,813 | N | 12 | Auto | 2 | 109.56 | 3 | Multi Family | 18 | Platinium |
F | F | M | 2 | 24,711 | Y | 49 | CC | 4 | 8.28 | 9 | Single Family | 21 | Diamond |
F | F | M | 2 | 29,706 | N | 30 | CC | 4 | 262.44 | 16 | Multi Family | 10 | Diamond |
T | M | S | 0 | 24,514 | N | 53 | CC | 1 | 45.12 | 0 | Single Family | 22 | Gold |
T | F | S | 0 | 28,631 | N | 23 | CC | 1 | 540 | 21 | Single Family | 13 | Gold |
T | F | S | 2 | 22,123 | N | 22 | Auto | 1 | 336 | 2 | Single Family | 13 | Gold |
F | F | S | 0 | 24,507 | N | 56 | Auto | 1 | 168 | 0 | Single Family | 24 | Gold |
F | F | M | 2 | 26,095 | N | 44 | CC | 4 | 353.88 | 1 | Multi Family | 12 | Diamond |
F | F | M | 2 | 25,304 | Y | 44 | CC | 3 | 81.36 | 11 | Multi Family | 9 | Silver |
F | F | M | 2 | 26,394 | N | 38 | CC | 3 | 337.32 | 1 | Multi Family | 21 | Silver |
F | M | S | 1 | 22,550 | N | 34 | CC | 2 | 0 | 0 | Single Family | 13 | Platinium |
F | M | M | 1 | 23,706 | N | 64 | CC | 2 | 318.24 | 2 | Single Family | 18 | Platinium |
F | F | M | 2 | 23,602 | Y | 45 | Auto | 1 | 358.32 | 4 | Multi Family | 9 | Gold |
F | M | M | 1 | 26,383 | N | 16 | Auto | 2 | 31.8 | 1 | Single Family | 13 | Platinium |
F | M | M | 2 | 22,111 | Y | 22 | Auto | 1 | 69.96 | 5 | Multi Family | 18 | Gold |
F | F | M | 1 | 22,179 | Y | 42 | CH | 4 | 210.96 | 0 | Multi Family | 23 | Diamond |
T | F | S | 2 | 26,883 | Y | 52 | CC | 4 | 341.04 | 9 | Multi Family | 24 | Diamond |
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