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 | 0 | 22,578 | N | 60 | CC | 4 | 34.92 | 1 | Multi Family | 22 | Diamond |
T | F | S | 2 | 23,699 | N | 33 | Auto | 4 | 139.68 | 6 | Multi Family | 18 | Diamond |
T | M | S | 0 | 22,896 | Y | 61 | CC | 2 | 194.52 | 10 | Multi Family | 14 | Platinium |
T | F | M | 2 | 23,449 | Y | 61 | CH | 2 | 296.4 | 6 | Multi Family | 22 | Platinium |
F | F | M | 2 | 25,079 | Y | 33 | CC | 2 | 246.36 | 3 | Single Family | 18 | Platinium |
T | F | M | 0 | 27,206 | N | 12 | CC | 3 | 274.32 | 1 | Multi Family | 20 | Silver |
F | F | S | 0 | 22,373 | Y | 57 | CC | 4 | 22.8 | 2 | Multi Family | 16 | Diamond |
T | M | S | 2 | 24,762 | N | 21 | CC | 1 | 353.28 | 8 | Single Family | 21 | Gold |
T | F | S | 1 | 24,080 | N | 62 | Auto | 1 | 268.56 | 3 | Single Family | 18 | Gold |
T | M | S | 1 | 22,814 | N | 56 | CC | 4 | 192.48 | 0 | Single Family | 20 | Diamond |
T | F | S | 2 | 21,713 | Y | 62 | CC | 3 | 12 | 0 | Single Family | 10 | Silver |
T | M | S | 0 | 23,897 | Y | 55 | CC | 2 | 306.36 | 14 | Multi Family | 10 | Platinium |
F | M | M | 1 | 28,177 | N | 47 | CC | 4 | 183 | 5 | Single Family | 10 | Diamond |
T | M | S | 0 | 27,311 | N | 52 | CH | 1 | 54.96 | 0 | Single Family | 18 | Gold |
F | F | M | 1 | 23,847 | Y | 63 | Auto | 2 | 72.96 | 2 | Multi Family | 13 | Platinium |
F | F | M | 1 | 29,097 | Y | 55 | CH | 4 | 210.96 | 0 | Multi Family | 22 | Diamond |
F | F | S | 0 | 23,484 | N | 47 | Auto | 2 | 269.76 | 12 | Multi Family | 19 | Platinium |
F | M | M | 2 | 26,477 | N | 48 | CC | 4 | 209.76 | 3 | Single Family | 19 | Diamond |
F | F | M | 2 | 26,698 | Y | 56 | CH | 2 | 95.28 | 5 | Single Family | 12 | Platinium |
T | F | S | 0 | 28,393 | N | 22 | CH | 2 | 275.52 | 6 | Single Family | 16 | Platinium |
F | F | M | 0 | 28,966 | Y | 55 | Auto | 2 | 2.04 | 0 | Single Family | 21 | Platinium |
F | F | M | 0 | 29,039 | N | 64 | CC | 4 | 319.32 | 19 | Single Family | 18 | Diamond |
T | F | S | 0 | 26,706 | N | 63 | CC | 3 | 240.12 | 7 | Multi Family | 17 | Silver |
T | F | S | 2 | 23,157 | N | 41 | Auto | 2 | 335.64 | 4 | Single Family | 19 | Platinium |
F | M | M | 1 | 26,510 | N | 59 | CC | 2 | 273.48 | 1 | Single Family | 18 | Platinium |
F | F | M | 2 | 29,352 | Y | 45 | Auto | 2 | 358.32 | 4 | Multi Family | 19 | Platinium |
T | F | M | 1 | 26,371 | Y | 22 | CC | 3 | 332.64 | 4 | Single Family | 9 | Silver |
T | F | S | 2 | 29,053 | N | 56 | Auto | 2 | 265.8 | 2 | Single Family | 23 | Platinium |
F | F | S | 2 | 28,655 | N | 39 | CC | 4 | 0 | 0 | Single Family | 14 | Diamond |
F | M | M | 2 | 24,115 | Y | 50 | Auto | 1 | 247.08 | 9 | Single Family | 18 | Gold |
T | F | S | 2 | 23,898 | N | 45 | Auto | 2 | 0 | 0 | Single Family | 20 | Platinium |
F | M | M | 2 | 26,859 | N | 52 | CC | 1 | 186.48 | 1 | Single Family | 16 | Gold |
F | M | M | 0 | 23,074 | Y | 27 | CC | 2 | 24 | 1 | Multi Family | 22 | Platinium |
F | F | S | 2 | 20,057 | Y | 52 | CH | 1 | 271.92 | 2 | Single Family | 16 | Gold |
T | F | S | 0 | 25,518 | N | 36 | CC | 2 | 342.24 | 13 | Multi Family | 16 | Platinium |
F | M | M | 2 | 23,496 | N | 46 | CC | 1 | 73.32 | 4 | Single Family | 11 | Gold |
F | M | M | 2 | 28,179 | Y | 25 | CC | 3 | 323.88 | 1 | Multi Family | 21 | Silver |
T | M | S | 0 | 25,959 | Y | 45 | Auto | 4 | 139.56 | 9 | Multi Family | 13 | Diamond |
F | M | M | 2 | 27,197 | Y | 19 | CC | 1 | 138.6 | 1 | Single Family | 10 | Gold |
F | F | S | 0 | 27,845 | N | 62 | Auto | 4 | 269.64 | 2 | Single Family | 22 | Diamond |
F | F | S | 2 | 24,394 | N | 63 | Auto | 2 | 24.12 | 12 | Multi Family | 23 | Platinium |
T | M | M | 1 | 21,868 | N | 52 | CH | 3 | 156.6 | 3 | Multi Family | 22 | Silver |
T | F | S | 0 | 27,068 | Y | 40 | CH | 1 | 359.04 | 0 | Single Family | 15 | Gold |
T | M | M | 1 | 27,517 | N | 63 | CC | 4 | 8.16 | 0 | Single Family | 10 | Diamond |
F | M | M | 2 | 21,669 | Y | 51 | CC | 3 | 329.04 | 1 | Single Family | 12 | Silver |
T | M | M | 0 | 29,711 | Y | 44 | CC | 4 | 143.52 | 2 | Multi Family | 21 | Diamond |
F | F | M | 2 | 22,253 | Y | 14 | CC | 3 | 192.12 | 0 | Multi Family | 13 | Silver |
T | F | S | 1 | 20,571 | N | 64 | Auto | 2 | 278.76 | 6 | Single Family | 10 | Platinium |
F | M | M | 2 | 26,891 | Y | 53 | CC | 1 | 124.32 | 4 | Multi Family | 10 | Gold |
T | M | M | 0 | 26,375 | Y | 45 | CC | 4 | 353.16 | 0 | Multi Family | 18 | Diamond |
T | M | M | 1 | 23,396 | N | 42 | CH | 3 | 118.08 | 5 | Multi Family | 10 | Silver |
F | F | M | 2 | 21,726 | N | 55 | CC | 1 | 352.92 | 27 | Single Family | 12 | Gold |
T | F | S | 1 | 29,971 | N | 53 | CC | 2 | 140.64 | 2 | Multi Family | 9 | Platinium |
T | F | S | 2 | 23,942 | Y | 60 | Auto | 1 | 142.92 | 7 | Single Family | 12 | Gold |
T | M | M | 0 | 27,358 | Y | 42 | CC | 4 | 261.72 | 2 | Multi Family | 16 | Diamond |
F | F | M | 2 | 22,484 | N | 34 | CC | 4 | 279.36 | 14 | Multi Family | 20 | Diamond |
F | F | M | 0 | 23,664 | N | 12 | CH | 4 | 335.88 | 1 | Multi Family | 12 | Diamond |
F | F | M | 2 | 25,756 | Y | 53 | CC | 1 | 3.48 | 1 | Single Family | 23 | Gold |
F | F | M | 2 | 29,086 | N | 13 | CC | 2 | 311.28 | 2 | Multi Family | 22 | Platinium |
T | F | D | 0 | 21,900 | Y | 14 | CC | 4 | 255.84 | 2 | Single Family | 12 | Diamond |
F | M | M | 1 | 22,035 | N | 15 | CC | 2 | 92.04 | 2 | Multi Family | 15 | Platinium |
F | F | M | 0 | 26,068 | N | 45 | Auto | 3 | 355.68 | 7 | Multi Family | 14 | Silver |
T | M | S | 0 | 27,948 | Y | 18 | Auto | 2 | 288.84 | 2 | Single Family | 15 | Platinium |
F | F | M | 2 | 26,546 | N | 35 | CC | 4 | 310.44 | 5 | Multi Family | 18 | Diamond |
F | F | M | 2 | 22,788 | N | 42 | CC | 2 | 76.32 | 1 | Multi Family | 23 | Platinium |
F | F | M | 0 | 20,815 | N | 55 | Auto | 4 | 6.84 | 1 | Single Family | 21 | Diamond |
F | F | M | 0 | 25,588 | N | 52 | CC | 1 | 58.92 | 0 | Single Family | 20 | Gold |
F | F | S | 0 | 20,987 | N | 42 | CC | 4 | 26.4 | 0 | Single Family | 18 | Diamond |
F | F | M | 2 | 29,717 | N | 59 | CC | 1 | 316.68 | 8 | Multi Family | 23 | Gold |
F | F | M | 2 | 24,740 | Y | 22 | Auto | 3 | 69.96 | 5 | Multi Family | 23 | Silver |
F | F | M | 2 | 25,920 | N | 52 | CH | 2 | 199.2 | 9 | Single Family | 11 | Platinium |
T | F | S | 2 | 28,441 | Y | 70 | CC | 3 | 269.16 | 3 | Single Family | 24 | Silver |
F | F | M | 2 | 28,321 | N | 42 | CC | 4 | 339.12 | 3 | Multi Family | 23 | Diamond |
T | M | M | 1 | 21,551 | Y | 46 | CC | 3 | 162.72 | 12 | Single Family | 10 | Silver |
F | F | M | 1 | 27,716 | Y | 52 | CC | 2 | 130.92 | 7 | Single Family | 19 | Platinium |
F | F | M | 1 | 24,371 | Y | 43 | CC | 3 | 188.4 | 0 | Multi Family | 12 | Silver |
F | F | M | 1 | 25,563 | Y | 46 | Auto | 3 | 164.64 | 0 | Multi Family | 23 | Silver |
F | F | M | 2 | 24,487 | Y | 27 | CC | 3 | 300 | 0 | Multi Family | 23 | Silver |
F | F | S | 2 | 27,952 | Y | 61 | Auto | 2 | 302.16 | 21 | Single Family | 10 | Platinium |
T | M | M | 0 | 22,534 | N | 44 | CH | 4 | 47.16 | 2 | Multi Family | 22 | Diamond |
F | F | M | 2 | 22,419 | Y | 52 | CH | 3 | 0 | 0 | Multi Family | 21 | Silver |
F | F | M | 2 | 23,462 | Y | 42 | CC | 3 | 0.96 | 0 | Multi Family | 10 | Silver |
T | F | S | 0 | 21,578 | N | 22 | CC | 4 | 274.44 | 8 | Multi Family | 21 | Diamond |
F | F | S | 1 | 22,056 | N | 60 | Auto | 3 | 273.84 | 5 | Multi Family | 14 | Silver |
F | F | M | 2 | 22,609 | Y | 39 | CH | 2 | 309.48 | 10 | Multi Family | 23 | Platinium |
F | F | S | 2 | 29,111 | N | 64 | Auto | 3 | 241.8 | 3 | Single Family | 14 | Silver |
F | F | M | 1 | 29,839 | N | 63 | Auto | 3 | 259.56 | 11 | Single Family | 12 | Silver |
F | M | S | 2 | 22,225 | N | 27 | CC | 2 | 75.12 | 12 | Multi Family | 12 | Platinium |
F | F | M | 2 | 22,274 | Y | 20 | Auto | 4 | 231.36 | 1 | Single Family | 11 | Diamond |
T | F | S | 0 | 28,390 | N | 39 | CC | 3 | 24.24 | 3 | Multi Family | 12 | Silver |
F | F | S | 0 | 21,691 | N | 12 | CC | 4 | 179.28 | 12 | Multi Family | 13 | Diamond |
F | F | M | 2 | 27,834 | Y | 33 | CC | 4 | 263.64 | 1 | Multi Family | 11 | Diamond |
T | F | S | 1 | 22,031 | N | 14 | CC | 3 | 59.64 | 1 | Multi Family | 22 | Silver |
F | F | M | 2 | 20,395 | N | 41 | Auto | 1 | 140.4 | 2 | Single Family | 23 | Gold |
F | F | M | 2 | 23,140 | Y | 31 | CH | 1 | 0 | 0 | Multi Family | 24 | Gold |
T | M | S | 1 | 21,146 | N | 58 | CC | 1 | 221.52 | 1 | Single Family | 19 | Gold |
F | F | M | 2 | 25,431 | N | 63 | CH | 2 | 350.16 | 9 | Single Family | 11 | Platinium |
F | F | M | 0 | 28,010 | N | 48 | Auto | 3 | 330.72 | 3 | Single Family | 18 | Silver |
T | F | S | 2 | 28,375 | Y | 52 | CC | 4 | 126.48 | 11 | Multi Family | 14 | Diamond |
F | F | M | 0 | 28,307 | N | 55 | Auto | 3 | 284.4 | 10 | Multi Family | 19 | Silver |
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