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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
T | F | M | 2 | 24,757 | Y | 26 | CH | 1 | 102.96 | 3 | Multi Family | 21 | Gold |
F | F | M | 2 | 27,310 | N | 13 | CC | 3 | 269.52 | 3 | Single Family | 22 | Silver |
F | M | S | 0 | 28,414 | Y | 33 | CC | 2 | 84 | 0 | Multi Family | 13 | Platinium |
T | F | S | 0 | 25,201 | N | 41 | CH | 1 | 36.12 | 3 | Single Family | 23 | Gold |
F | F | S | 0 | 24,353 | Y | 47 | CC | 3 | 255.96 | 7 | Single Family | 13 | Silver |
T | F | S | 1 | 22,706 | N | 24 | CC | 1 | 282.72 | 17 | Single Family | 10 | Gold |
T | M | S | 2 | 21,109 | N | 21 | CC | 3 | 353.28 | 8 | Single Family | 13 | Silver |
T | M | S | 0 | 21,278 | Y | 55 | CC | 1 | 306.36 | 14 | Multi Family | 21 | Gold |
T | F | M | 1 | 24,998 | Y | 22 | CC | 1 | 332.64 | 4 | Single Family | 19 | Gold |
T | F | S | 2 | 27,181 | N | 56 | Auto | 3 | 265.8 | 2 | Single Family | 23 | Silver |
T | M | M | 0 | 26,798 | Y | 44 | CC | 1 | 143.52 | 2 | Multi Family | 22 | Gold |
F | F | S | 0 | 20,678 | N | 62 | Auto | 1 | 269.76 | 12 | Multi Family | 17 | Gold |
F | F | M | 2 | 26,780 | N | 38 | CC | 4 | 263.28 | 21 | Single Family | 16 | Diamond |
F | F | D | 1 | 28,218 | N | 56 | Auto | 3 | 168 | 0 | Single Family | 22 | Silver |
F | F | M | 2 | 29,632 | N | 26 | Auto | 2 | 209.28 | 4 | Multi Family | 21 | Platinium |
T | F | S | 2 | 27,768 | N | 41 | Auto | 4 | 335.64 | 4 | Single Family | 23 | Diamond |
F | M | M | 2 | 29,264 | N | 16 | Auto | 3 | 67.08 | 1 | Single Family | 22 | Silver |
F | F | S | 2 | 29,483 | N | 46 | CH | 3 | 160.2 | 0 | Multi Family | 22 | Silver |
T | M | S | 1 | 22,020 | Y | 17 | CC | 3 | 345.84 | 8 | Multi Family | 15 | Silver |
F | M | S | 2 | 26,367 | N | 55 | CC | 4 | 349.32 | 0 | Single Family | 17 | Diamond |
T | M | M | 1 | 21,043 | N | 41 | CH | 3 | 192.24 | 9 | Single Family | 22 | Silver |
F | F | S | 0 | 27,339 | Y | 57 | CC | 1 | 255.96 | 7 | Single Family | 20 | Gold |
T | M | S | 2 | 27,366 | N | 53 | CC | 2 | 138.48 | 1 | Multi Family | 12 | Platinium |
T | F | M | 1 | 21,238 | N | 55 | CC | 4 | 205.56 | 1 | Single Family | 22 | Diamond |
F | M | M | 1 | 25,767 | N | 59 | CC | 4 | 273.48 | 1 | Single Family | 22 | Diamond |
T | F | S | 0 | 25,125 | Y | 40 | CH | 1 | 359.04 | 0 | Single Family | 15 | Gold |
F | F | M | 1 | 23,837 | Y | 49 | CC | 4 | 130.92 | 7 | Single Family | 13 | Diamond |
F | F | M | 2 | 26,916 | Y | 29 | CH | 1 | 133.68 | 1 | Multi Family | 15 | Gold |
F | F | M | 2 | 22,864 | N | 40 | Auto | 3 | 28.8 | 4 | Single Family | 12 | Silver |
T | F | S | 2 | 26,592 | N | 22 | Auto | 2 | 396 | 2 | Single Family | 15 | Platinium |
F | M | S | 1 | 21,678 | N | 21 | CH | 2 | 60.36 | 6 | Multi Family | 11 | Platinium |
F | F | M | 2 | 20,098 | N | 45 | CC | 2 | 223.2 | 0 | Single Family | 15 | Platinium |
F | F | M | 1 | 23,223 | N | 41 | Auto | 3 | 344.4 | 5 | Multi Family | 23 | Silver |
F | F | S | 1 | 20,064 | N | 46 | Auto | 1 | 282 | 0 | Single Family | 16 | Gold |
F | F | M | 2 | 22,286 | N | 43 | CH | 1 | 97.08 | 1 | Single Family | 23 | Gold |
F | M | M | 2 | 20,489 | N | 18 | CC | 1 | 149.4 | 3 | Multi Family | 19 | Gold |
F | M | M | 0 | 23,893 | N | 64 | CC | 4 | 318.24 | 2 | Single Family | 17 | Diamond |
F | M | M | 2 | 24,303 | Y | 25 | CC | 4 | 323.88 | 1 | Multi Family | 9 | Diamond |
F | F | M | 2 | 21,536 | N | 55 | CH | 1 | 103.8 | 6 | Single Family | 19 | Gold |
F | M | M | 2 | 27,100 | N | 35 | CC | 3 | 118.8 | 0 | Multi Family | 13 | Silver |
F | F | M | 2 | 20,680 | Y | 26 | CC | 1 | 12.36 | 6 | Multi Family | 17 | Gold |
T | M | S | 0 | 28,621 | N | 53 | CC | 4 | 45.12 | 0 | Single Family | 9 | Diamond |
F | F | S | 0 | 24,389 | N | 46 | CC | 2 | 161.64 | 3 | Single Family | 19 | Platinium |
F | M | M | 2 | 26,384 | N | 64 | CC | 4 | 318.24 | 2 | Single Family | 21 | Diamond |
F | M | S | 1 | 28,553 | Y | 43 | CC | 2 | 112.56 | 3 | Single Family | 10 | Platinium |
F | M | M | 2 | 24,919 | Y | 25 | CC | 3 | 323.88 | 1 | Multi Family | 16 | Silver |
T | M | M | 0 | 25,535 | N | 41 | CC | 1 | 47.16 | 2 | Multi Family | 10 | Gold |
F | F | M | 1 | 27,650 | N | 64 | Auto | 4 | 230.88 | 9 | Multi Family | 23 | Diamond |
F | F | M | 2 | 24,561 | N | 44 | CH | 1 | 204.12 | 2 | Single Family | 13 | Gold |
T | M | M | 1 | 21,874 | N | 63 | CC | 2 | 140.64 | 0 | Single Family | 17 | Platinium |
F | M | M | 2 | 26,005 | N | 26 | CH | 1 | 249.96 | 9 | Single Family | 12 | Gold |
F | M | M | 1 | 27,083 | Y | 53 | CH | 3 | 290.88 | 0 | Single Family | 10 | Silver |
T | F | M | 2 | 27,717 | N | 54 | CC | 2 | 39.36 | 0 | Single Family | 21 | Platinium |
T | M | M | 2 | 28,868 | N | 34 | CC | 1 | 148.44 | 13 | Single Family | 21 | Gold |
T | M | M | 2 | 29,742 | Y | 61 | CH | 3 | 296.4 | 6 | Multi Family | 13 | Silver |
F | F | M | 2 | 20,530 | N | 55 | CH | 1 | 103.8 | 6 | Single Family | 10 | Gold |
T | M | M | 2 | 22,481 | N | 34 | CC | 1 | 148.44 | 13 | Single Family | 13 | Gold |
T | M | M | 0 | 27,219 | N | 53 | CC | 4 | 57.48 | 7 | Single Family | 16 | Diamond |
F | F | M | 2 | 20,420 | N | 44 | CC | 2 | 353.88 | 1 | Multi Family | 13 | Platinium |
F | M | M | 1 | 23,868 | Y | 53 | CH | 4 | 290.88 | 0 | Single Family | 21 | Diamond |
T | F | S | 1 | 22,688 | N | 24 | CC | 3 | 282.72 | 17 | Single Family | 12 | Silver |
F | M | M | 2 | 23,658 | N | 49 | CH | 2 | 357.36 | 3 | Multi Family | 9 | Platinium |
F | M | M | 0 | 27,830 | N | 50 | CC | 3 | 297.72 | 1 | Multi Family | 22 | Silver |
F | M | S | 2 | 26,358 | N | 56 | CC | 1 | 313.56 | 2 | Single Family | 9 | Gold |
F | M | M | 1 | 21,133 | N | 64 | CC | 1 | 318.24 | 2 | Single Family | 16 | Gold |
F | M | M | 0 | 24,589 | N | 60 | CC | 3 | 242.64 | 1 | Single Family | 16 | Silver |
F | M | S | 1 | 26,405 | Y | 43 | CC | 2 | 112.56 | 3 | Single Family | 18 | Platinium |
F | M | M | 2 | 23,140 | N | 32 | CC | 4 | 115.8 | 0 | Single Family | 19 | Diamond |
F | F | M | 2 | 26,641 | N | 26 | Auto | 2 | 209.28 | 4 | Multi Family | 21 | Platinium |
T | M | M | 1 | 26,947 | Y | 16 | CC | 3 | 268.68 | 14 | Single Family | 23 | Silver |
T | F | S | 0 | 20,135 | N | 48 | CC | 4 | 4.44 | 2 | Multi Family | 15 | Diamond |
T | F | S | 1 | 29,906 | Y | 62 | Auto | 4 | 266.04 | 1 | Single Family | 22 | Diamond |
T | F | M | 0 | 26,460 | Y | 61 | CH | 4 | 347.04 | 3 | Single Family | 15 | Diamond |
T | F | M | 2 | 23,513 | N | 38 | CC | 4 | 317.88 | 1 | Multi Family | 24 | Diamond |
T | F | S | 0 | 29,640 | N | 15 | CC | 4 | 158.28 | 7 | Multi Family | 22 | Diamond |
F | F | M | 2 | 26,287 | N | 48 | CC | 2 | 159.84 | 4 | Single Family | 9 | Platinium |
T | M | S | 2 | 23,453 | N | 53 | CC | 2 | 138.48 | 1 | Multi Family | 19 | Platinium |
T | F | S | 1 | 21,532 | N | 39 | CC | 1 | 177.96 | 2 | Single Family | 23 | Gold |
T | F | M | 2 | 23,175 | N | 53 | CC | 3 | 57.48 | 7 | Single Family | 21 | Silver |
T | F | M | 2 | 28,157 | N | 54 | CC | 2 | 39.36 | 0 | Single Family | 20 | Platinium |
T | F | S | 1 | 25,338 | N | 42 | CC | 4 | 132.6 | 4 | Multi Family | 16 | Diamond |
T | M | S | 2 | 21,287 | N | 50 | CH | 4 | 256.44 | 24 | Single Family | 13 | Diamond |
F | F | M | 2 | 25,886 | Y | 29 | CC | 3 | 0 | 0 | Single Family | 13 | Silver |
T | F | M | 2 | 29,546 | N | 34 | CC | 1 | 148.44 | 13 | Single Family | 21 | Gold |
T | F | S | 1 | 28,895 | N | 50 | CC | 1 | 0 | 0 | Multi Family | 19 | Gold |
T | F | S | 2 | 23,000 | N | 51 | CC | 3 | 219.72 | 4 | Multi Family | 11 | Silver |
F | F | M | 2 | 28,787 | N | 50 | CH | 4 | 245.4 | 3 | Single Family | 21 | Diamond |
F | F | M | 2 | 23,190 | Y | 28 | Auto | 4 | 322.92 | 0 | Multi Family | 19 | Diamond |
F | M | M | 1 | 26,363 | N | 26 | CC | 4 | 345.84 | 1 | Single Family | 21 | Diamond |
F | F | S | 0 | 21,819 | N | 42 | Auto | 3 | 285.12 | 4 | Multi Family | 17 | Silver |
T | M | S | 0 | 26,530 | N | 49 | Auto | 4 | 114.84 | 9 | Single Family | 21 | Diamond |
F | F | M | 0 | 21,211 | N | 27 | CH | 4 | 223.92 | 1 | Multi Family | 9 | Diamond |
T | F | S | 0 | 21,812 | N | 55 | CC | 4 | 251.64 | 1 | Multi Family | 12 | Diamond |
F | F | S | 2 | 26,868 | Y | 62 | Auto | 2 | 140.4 | 3 | Single Family | 22 | Platinium |
T | F | M | 2 | 26,490 | N | 50 | CH | 4 | 170.64 | 0 | Multi Family | 24 | Diamond |
T | F | M | 2 | 21,211 | Y | 48 | Auto | 4 | 226.2 | 2 | Multi Family | 23 | Diamond |
F | F | M | 0 | 20,293 | Y | 64 | CC | 4 | 201.6 | 4 | Single Family | 13 | Diamond |
F | F | M | 1 | 22,221 | Y | 61 | CH | 4 | 297.24 | 1 | Multi Family | 16 | Diamond |
F | F | M | 2 | 22,772 | N | 52 | CH | 3 | 187.08 | 2 | Multi Family | 20 | Silver |
T | M | M | 1 | 23,197 | N | 50 | CC | 4 | 98.52 | 3 | Multi Family | 17 | Diamond |