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ID | Описание | Дата |
---|---|---|
e385a91b-c4fe-4803-9985-3f8e82827e6c | extend front-end partnerships | 1981-06-10 |
a0cc613c-2f74-41a8-b5e6-bf87b4419331 | target robust methodologies | 1986-12-15 |
d814f2bb-e02a-4486-8eab-652196606510 | engineer real-time methodologies | 1998-01-27 |
4450cf86-e3e2-486f-9a02-f2e24e204c7d | drive killer e-business | 2000-07-02 |
270d47ac-8490-462d-8ea8-53f5780d6ead | reinvent proactive methodologies | 1977-02-23 |
Age | Occupation | Annual_Income | Num_Bank_Accounts | Num_Credit_Card | Interest_Rate | Num_of_Loan | Delay_from_due_date | Num_of_Delayed_Payment | Changed_Credit_Limit | Num_Credit_Inquiries | Credit_Mix | Outstanding_Debt | Credit_Utilization_Ratio | Payment_of_Min_Amount | Total_EMI_per_month | Amount_invested_monthly | Payment_Behaviour | Monthly_Balance | Credit_Score | Credit_History_Age_Months |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46 | Manager | 16953.985 | 4 | 5 | 4 | 2 | 1 | 4 | 10.64 | 5.0 | Good | 554.48 | 28.390168 | NM | 18.286009 | 213.142274 | Low_spent_Small_value_payments | 227.054925 | Poor | 333 |
18 | Scientist | 32594.760 | 2 | 2 | 11 | 3 | 11 | 7 | 7.54 | 2.0 | Good | 1146.39 | 38.227039 | No | 74.120731 | 298.360078 | Low_spent_Medium_value_payments | 203.442191 | Good | 344 |
28 | Writer | 12723.325 | 4 | 7 | 13 | 3 | 17 | 8 | 8.81 | 0.0 | Standard | 387.78 | 30.885943 | NM | 29.270265 | 0.000000 | High_spent_Small_value_payments | 300.357842 | Standard | 267 |
42 | Musician | 87027.660 | 1 | 6 | 5 | 3 | 28 | 6 | 12.96 | 1.0 | Good | 884.63 | 36.114892 | No | 139.934283 | 86.109032 | High_spent_Medium_value_payments | 773.387185 | Standard | 208 |
52 | Journalist | 22246.440 | 4 | 6 | 20 | 2 | 25 | 0 | 11.04 | 3.0 | Standard | 8.20 | 29.644434 | No | 28.446055 | 20.475668 | High_spent_Large_value_payments | 363.265277 | Standard | 268 |
28 | Engineer | 114261.680 | 3 | 7 | 1 | 1 | 21 | 14 | 0.95 | 0.0 | Good | 337.64 | 33.297936 | No | 79.424360 | 147.819079 | High_spent_Medium_value_payments | 954.837227 | Standard | 193 |
41 | Journalist | 35733.690 | 4 | 3 | 11 | 2 | 8 | 5 | 2.71 | 2.0 | Good | 63.44 | 38.257278 | No | 44.650819 | 154.766564 | High_spent_Small_value_payments | 355.963368 | Good | 384 |
28 | Doctor | 89190.570 | 3 | 4 | 19 | 3 | 21 | 8 | 2.18 | 0.0 | Standard | 1427.36 | 39.044996 | NM | 165.483904 | 462.857071 | Low_spent_Large_value_payments | 355.213775 | Standard | 309 |
41 | Journalist | 34216.850 | 4 | 5 | 12 | 0 | 25 | 18 | 12.41 | 11.0 | Standard | 1283.78 | 30.925421 | NM | 0.000000 | 149.172695 | High_spent_Small_value_payments | 382.667722 | Standard | 263 |
52 | Doctor | 60284.160 | 0 | 4 | 2 | 2 | 1 | 6 | 4.40 | 9.0 | Good | 1306.74 | 32.207460 | No | 67.929575 | 96.599231 | High_spent_Large_value_payments | 590.839194 | Poor | 368 |
29 | Doctor | 102207.420 | 2 | 3 | 7 | 0 | 6 | 5 | 11.07 | 2.0 | Good | 911.23 | 27.940627 | No | 0.000000 | 588.663162 | High_spent_Small_value_payments | 524.765338 | Good | 286 |
26 | Doctor | 35336.770 | 4 | 5 | 16 | 2 | 9 | 14 | 4.76 | 2.0 | Standard | 1172.87 | 33.649967 | No | 31.402438 | 0.000000 | High_spent_Large_value_payments | 473.678197 | Standard | 393 |
50 | Engineer | 53876.660 | 3 | 4 | 12 | 0 | 19 | 12 | 5.38 | 6.0 | Standard | 808.80 | 29.840765 | No | 0.000000 | 221.343393 | Low_spent_Medium_value_payments | 483.428773 | Standard | 0 |
48 | Developer | 34960.250 | 6 | 7 | 16 | 0 | 7 | 13 | 8.04 | 0.0 | Standard | 1364.64 | 25.266455 | No | 0.000000 | 153.982661 | High_spent_Small_value_payments | 410.552755 | Standard | 281 |
36 | Entrepreneur | 77883.540 | 3 | 7 | 6 | 0 | 17 | 9 | 2.94 | 6.0 | Good | 656.57 | 36.768209 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 816.878262 | Good | 366 |
42 | Journalist | 33208.010 | 0 | 7 | 9 | 4 | 10 | 3 | 11.11 | 5.0 | Good | 407.86 | 36.916273 | No | 75.660274 | 38.603099 | High_spent_Large_value_payments | 375.170044 | Standard | 339 |
37 | Architect | 33868.830 | 5 | 3 | 16 | 4 | 16 | 13 | 8.20 | 7.0 | Standard | 664.61 | 30.548196 | Yes | 56.467571 | 44.370994 | High_spent_Medium_value_payments | 455.701685 | Standard | 133 |
27 | Developer | 25290.870 | 3 | 5 | 17 | 3 | 8 | 12 | 17.10 | 5.0 | Standard | 340.65 | 26.181579 | Yes | 59.866934 | 71.934695 | High_spent_Medium_value_payments | 305.055620 | Standard | 261 |
28 | Entrepreneur | 14817.665 | 6 | 5 | 7 | 2 | 23 | 8 | 1.29 | 2.0 | Good | 1150.18 | 31.335541 | No | 13.269100 | 80.826782 | Low_spent_Medium_value_payments | 321.084659 | Standard | 297 |
50 | Mechanic | 36549.680 | 0 | 5 | 12 | 0 | 15 | 9 | 4.58 | 4.0 | Good | 1051.86 | 28.024898 | No | 0.000000 | 379.463045 | Low_spent_Small_value_payments | 218.017622 | Poor | 273 |
28 | Lawyer | 52639.650 | 3 | 6 | 9 | 4 | 25 | 8 | 9.00 | 6.0 | Standard | 1477.09 | 21.730033 | Yes | 109.953471 | 426.425381 | Low_spent_Medium_value_payments | 205.484898 | Poor | 124 |
40 | Manager | 17532.550 | 4 | 9 | 31 | 3 | 10 | 12 | 15.25 | 12.0 | Standard | 1347.44 | 35.542792 | Yes | 22.870778 | 59.527762 | Low_spent_Small_value_payments | 375.106043 | Poor | 105 |
44 | Journalist | 24127.220 | 8 | 5 | 7 | 0 | 21 | 0 | 7.50 | 0.0 | Standard | 1158.96 | 39.039569 | No | 0.000000 | 116.070412 | Low_spent_Large_value_payments | 330.489755 | Standard | 368 |
55 | Manager | 54054.180 | 6 | 6 | 10 | 0 | 14 | 19 | 7.07 | 4.0 | Good | 583.79 | 37.730752 | No | 0.000000 | 173.472223 | High_spent_Small_value_payments | 516.179277 | Good | 272 |
55 | Architect | 14230.995 | 3 | 3 | 10 | 4 | 10 | 10 | 7.64 | 0.0 | Good | 626.64 | 24.634034 | No | 44.913080 | 107.317863 | Low_spent_Small_value_payments | 275.960682 | Standard | 392 |
31 | Manager | 33032.460 | 8 | 7 | 20 | 2 | 24 | 13 | 8.68 | 8.0 | Standard | 891.29 | 32.012345 | Yes | 35.275234 | 346.825099 | Low_spent_Small_value_payments | 192.170167 | Standard | 184 |
47 | Writer | 31933.890 | 4 | 3 | 11 | 1 | 13 | 12 | 7.18 | 1.0 | Good | 198.25 | 29.822191 | NM | 16.522688 | 317.712771 | Low_spent_Small_value_payments | 224.280291 | Standard | 227 |
43 | Musician | 68088.150 | 7 | 7 | 10 | 1 | 2 | 18 | 4.25 | 2.0 | Standard | 1429.03 | 36.442074 | No | 42.393769 | 0.000000 | Low_spent_Small_value_payments | 539.987636 | Standard | 261 |
42 | Musician | 21671.530 | 6 | 7 | 11 | 2 | 30 | 13 | 0.00 | 0.0 | Standard | 1420.13 | 39.502184 | Yes | 20.703203 | 0.000000 | Low_spent_Small_value_payments | 278.827878 | Standard | 394 |
24 | Scientist | 89367.270 | 2 | 3 | 8 | 2 | 3 | 7 | 5.99 | 1.0 | Good | 716.97 | 27.390988 | No | 148.638795 | 177.876792 | High_spent_Medium_value_payments | 651.111663 | Good | 245 |
35 | Manager | 31503.240 | 0 | 5 | 6 | 0 | 16 | 10 | 5.47 | 1.0 | Good | 628.79 | 36.720053 | No | 0.000000 | 381.657098 | Low_spent_Small_value_payments | 199.469902 | Good | 384 |
23 | Scientist | 18940.820 | 9 | 5 | 33 | 6 | 49 | 15 | 3.11 | 12.0 | Bad | 1327.42 | 34.012348 | Yes | 87.857445 | 139.922142 | Low_spent_Small_value_payments | 190.360579 | Standard | 187 |
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