Customer Number
Top 50 Customer Churned
| CLIENTNUM | 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 | Churning_Probability | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5925 | 809849358 | Attrited Customer | 55 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 50 | 2 | 6 | 3 | 1720.0 | 0 | 1720.0 | 0.707 | 2719 | 36 | 0.440 | 0.000 | 0.999830 |
| 7133 | 712982808 | Attrited Customer | 47 | M | 2 | Doctorate | Divorced | $80K - $120K | Blue | 32 | 1 | 3 | 3 | 1438.3 | 0 | 1438.3 | 0.454 | 2388 | 42 | 0.500 | 0.000 | 0.999805 |
| 2005 | 718577958 | Attrited Customer | 39 | M | 2 | Uneducated | Married | $120K + | Blue | 26 | 2 | 3 | 4 | 8906.0 | 0 | 8906.0 | 0.315 | 809 | 15 | 0.250 | 0.000 | 0.999786 |
| 8558 | 807379833 | Attrited Customer | 48 | M | 3 | Graduate | Divorced | $40K - $60K | Blue | 43 | 2 | 3 | 3 | 9104.0 | 145 | 8959.0 | 0.765 | 2563 | 34 | 0.417 | 0.016 | 0.999742 |
| 4878 | 708117933 | Attrited Customer | 44 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 36 | 3 | 2 | 3 | 1880.0 | 0 | 1880.0 | 0.519 | 2469 | 34 | 0.417 | 0.000 | 0.999742 |
| 8574 | 787482033 | Attrited Customer | 60 | M | 1 | High School | Divorced | $80K - $120K | Blue | 48 | 1 | 5 | 3 | 28930.0 | 0 | 28930.0 | 0.645 | 2251 | 27 | 0.227 | 0.000 | 0.999731 |
| 1161 | 779216358 | Attrited Customer | 48 | M | 2 | College | Married | $80K - $120K | Blue | 38 | 2 | 2 | 3 | 2111.0 | 0 | 2111.0 | 0.531 | 773 | 17 | 0.133 | 0.000 | 0.999722 |
| 5765 | 709711758 | Attrited Customer | 45 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 32 | 3 | 2 | 2 | 1942.0 | 0 | 1942.0 | 0.366 | 1853 | 31 | 0.107 | 0.000 | 0.999684 |
| 1905 | 708892833 | Attrited Customer | 37 | M | 2 | Graduate | Married | $120K + | Blue | 30 | 2 | 4 | 4 | 13662.0 | 0 | 13662.0 | 0.153 | 725 | 22 | 0.000 | 0.000 | 0.999681 |
| 564 | 752604633 | Attrited Customer | 57 | M | 2 | College | Married | $40K - $60K | Blue | 50 | 2 | 5 | 3 | 6462.0 | 0 | 6462.0 | 0.856 | 761 | 17 | 0.214 | 0.000 | 0.999662 |
| 1006 | 778929783 | Attrited Customer | 40 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 22 | 2 | 2 | 3 | 1925.0 | 0 | 1925.0 | 0.672 | 781 | 28 | 0.750 | 0.000 | 0.999627 |
| 6088 | 720243933 | Attrited Customer | 47 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 32 | 1 | 3 | 6 | 1789.0 | 0 | 1789.0 | 0.637 | 2784 | 49 | 0.581 | 0.000 | 0.999620 |
| 2174 | 712551258 | Attrited Customer | 39 | M | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 4247.0 | 0 | 4247.0 | 0.405 | 847 | 17 | 0.133 | 0.000 | 0.999618 |
| 7569 | 712677633 | Attrited Customer | 42 | F | 0 | Uneducated | Divorced | Unknown | Blue | 31 | 3 | 3 | 4 | 2712.0 | 0 | 2712.0 | 0.724 | 2307 | 28 | 0.474 | 0.000 | 0.999598 |
| 604 | 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 | 0.000 | 0.999592 |
| 3597 | 804462633 | Attrited Customer | 43 | F | 3 | High School | Divorced | Less than $40K | Blue | 38 | 3 | 3 | 3 | 7084.0 | 0 | 7084.0 | 0.523 | 2287 | 44 | 0.294 | 0.000 | 0.999587 |
| 455 | 719418933 | Attrited Customer | 53 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 36 | 1 | 3 | 3 | 4503.0 | 0 | 4503.0 | 0.659 | 748 | 20 | 0.429 | 0.000 | 0.999587 |
| 243 | 708874533 | Attrited Customer | 45 | F | 2 | College | Married | Less than $40K | Blue | 36 | 1 | 3 | 2 | 3387.0 | 0 | 3387.0 | 0.789 | 510 | 24 | 0.600 | 0.000 | 0.999584 |
| 8186 | 712660308 | Attrited Customer | 44 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 1895.0 | 0 | 1895.0 | 0.736 | 2472 | 40 | 0.429 | 0.000 | 0.999584 |
| 3859 | 715016508 | Attrited Customer | 42 | F | 3 | High School | Married | $40K - $60K | Blue | 36 | 1 | 3 | 4 | 4527.0 | 0 | 4527.0 | 0.801 | 2441 | 37 | 0.370 | 0.000 | 0.999580 |
| 6111 | 714602658 | Attrited Customer | 39 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 1 | 2 | 3 | 1462.0 | 0 | 1462.0 | 0.393 | 1998 | 36 | 0.161 | 0.000 | 0.999579 |
| 7082 | 826709658 | Attrited Customer | 45 | F | 3 | Graduate | Divorced | $40K - $60K | Blue | 41 | 1 | 3 | 3 | 1477.0 | 0 | 1477.0 | 0.768 | 2214 | 43 | 0.654 | 0.000 | 0.999554 |
| 4676 | 708804633 | Attrited Customer | 44 | F | 2 | Doctorate | Divorced | Less than $40K | Blue | 36 | 1 | 2 | 2 | 1916.0 | 0 | 1916.0 | 1.041 | 2888 | 39 | 0.444 | 0.000 | 0.999523 |
| 4941 | 781320783 | Attrited Customer | 47 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 41 | 3 | 2 | 3 | 4586.0 | 0 | 4586.0 | 0.812 | 2529 | 43 | 0.433 | 0.000 | 0.999522 |
| 206 | 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 | 0.000 | 0.999510 |
| 6244 | 718653333 | Attrited Customer | 45 | F | 2 | College | Single | Less than $40K | Blue | 33 | 1 | 3 | 3 | 1833.0 | 0 | 1833.0 | 0.549 | 2037 | 31 | 0.292 | 0.000 | 0.999510 |
| 3376 | 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 | 0.000 | 0.999498 |
| 261 | 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 | 0.000 | 0.999493 |
| 54 | 714374133 | Attrited Customer | 56 | M | 2 | Graduate | Married | $120K + | Blue | 36 | 1 | 3 | 3 | 15769.0 | 0 | 15769.0 | 1.041 | 602 | 15 | 0.364 | 0.000 | 0.999487 |
| 7974 | 711800658 | Attrited Customer | 42 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 2145.0 | 0 | 2145.0 | 0.577 | 2465 | 42 | 0.355 | 0.000 | 0.999481 |
| 446 | 711791583 | Attrited Customer | 52 | F | 1 | Graduate | Single | Less than $40K | Blue | 40 | 1 | 2 | 2 | 2317.0 | 0 | 2317.0 | 1.005 | 884 | 19 | 0.727 | 0.000 | 0.999476 |
| 7529 | 712843983 | Attrited Customer | 41 | F | 2 | College | Divorced | Less than $40K | Blue | 36 | 3 | 3 | 4 | 1569.0 | 257 | 1312.0 | 0.408 | 2288 | 45 | 0.667 | 0.164 | 0.999466 |
| 7672 | 711637458 | Attrited Customer | 44 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 2228.0 | 0 | 2228.0 | 0.686 | 2523 | 45 | 0.607 | 0.000 | 0.999447 |
| 1074 | 717412608 | Attrited Customer | 38 | F | 2 | High School | Married | $40K - $60K | Blue | 28 | 3 | 2 | 2 | 7225.0 | 0 | 7225.0 | 0.419 | 738 | 16 | 0.231 | 0.000 | 0.999446 |
| 473 | 767294658 | Attrited Customer | 56 | M | 2 | College | Single | $120K + | Blue | 50 | 2 | 2 | 3 | 16867.0 | 0 | 16867.0 | 0.885 | 654 | 14 | 0.400 | 0.000 | 0.999428 |
| 935 | 721249158 | Attrited Customer | 42 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 30 | 2 | 2 | 3 | 6414.0 | 0 | 6414.0 | 0.718 | 708 | 14 | 0.400 | 0.000 | 0.999416 |
| 8177 | 785237958 | Attrited Customer | 45 | M | 5 | College | Married | $60K - $80K | Blue | 39 | 2 | 3 | 3 | 3439.0 | 0 | 3439.0 | 0.825 | 2661 | 35 | 0.296 | 0.000 | 0.999408 |
| 8379 | 779183958 | Attrited Customer | 45 | F | 2 | Graduate | Single | Less than $40K | Blue | 33 | 1 | 3 | 4 | 1492.0 | 0 | 1492.0 | 0.502 | 2469 | 38 | 0.267 | 0.000 | 0.999401 |
| 1742 | 719818983 | Attrited Customer | 39 | M | 1 | College | Divorced | $80K - $120K | Blue | 28 | 1 | 3 | 4 | 12464.0 | 0 | 12464.0 | 0.864 | 1195 | 35 | 0.522 | 0.000 | 0.999401 |
| 7333 | 789637308 | Attrited Customer | 45 | F | 2 | College | Divorced | $40K - $60K | Blue | 39 | 4 | 3 | 4 | 3076.0 | 0 | 3076.0 | 0.734 | 2580 | 50 | 0.429 | 0.000 | 0.999373 |
| 8149 | 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 | 0.000 | 0.999371 |
| 1048 | 708856983 | Attrited Customer | 36 | M | 3 | Post-Graduate | Married | $120K + | Blue | 27 | 2 | 1 | 2 | 13873.0 | 0 | 13873.0 | 0.233 | 694 | 18 | 0.286 | 0.000 | 0.999364 |
| 145 | 712950783 | Attrited Customer | 48 | F | 4 | Uneducated | Married | Less than $40K | Blue | 38 | 3 | 2 | 3 | 2732.0 | 0 | 2732.0 | 0.760 | 739 | 16 | 0.455 | 0.000 | 0.999363 |
| 4965 | 713283933 | Attrited Customer | 42 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 30 | 1 | 3 | 3 | 3032.0 | 0 | 3032.0 | 0.429 | 2273 | 44 | 0.517 | 0.000 | 0.999359 |
| 4562 | 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 | 0.000 | 0.999353 |
| 6265 | 718148358 | Attrited Customer | 50 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 1572.0 | 0 | 1572.0 | 0.740 | 2447 | 41 | 0.577 | 0.000 | 0.999352 |
| 717 | 789513858 | Attrited Customer | 43 | M | 3 | Unknown | Married | $40K - $60K | Blue | 35 | 2 | 2 | 3 | 1438.3 | 0 | 1438.3 | 0.694 | 891 | 28 | 0.400 | 0.000 | 0.999348 |
| 6810 | 719630358 | Attrited Customer | 50 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 1 | 3 | 2 | 3546.0 | 0 | 3546.0 | 0.791 | 2616 | 47 | 0.469 | 0.000 | 0.999340 |
| 5191 | 714406158 | Attrited Customer | 53 | F | 3 | High School | Divorced | Unknown | Blue | 36 | 4 | 3 | 6 | 7939.0 | 0 | 7939.0 | 0.551 | 2269 | 42 | 0.312 | 0.000 | 0.999340 |
| 9533 | 714294183 | Attrited Customer | 54 | M | 1 | Graduate | Divorced | $80K - $120K | Blue | 44 | 1 | 3 | 3 | 9580.0 | 132 | 9448.0 | 0.320 | 5385 | 51 | 0.308 | 0.014 | 0.999331 |