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ID | Описание | Дата |
---|---|---|
7637a59a-8373-4679-a437-883509bf3ad9 | engage vertical architectures | 1971-03-15 |
44d0c8dd-52bf-46c3-89d9-830292db4c6f | engineer rich niches | 1998-07-28 |
bddacdc6-5db1-4e1c-b615-f43b52abd2ca | drive e-business markets | 1977-09-05 |
130c5c11-e674-414b-97d7-479fac38aedd | whiteboard B2B e-markets | 2004-09-11 |
21bee193-50bd-49e3-a563-76c6b941fb8d | scale user-centric partnerships | 1979-08-07 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40 | Developer | 122978.430 | 0 | 1 | 9 | 3 | 14 | 3 | 2.33 | 3.0 | Good | 1197.33 | 43.590261 | No | 168.006686 | 179.014883 | High_spent_Large_value_payments | 944.398681 | Good | 341 |
40 | Writer | 29661.640 | 6 | 6 | 11 | 7 | 20 | 16 | 12.50 | 6.0 | Standard | 347.44 | 22.185610 | Yes | 114.149890 | 114.375303 | Low_spent_Large_value_payments | 279.255140 | Standard | 89 |
35 | Writer | 56643.040 | 6 | 5 | 8 | 2 | 9 | 12 | 14.27 | 8.0 | Standard | 1254.91 | 41.138601 | No | 76.551153 | 109.280706 | High_spent_Large_value_payments | 502.093474 | Good | 297 |
39 | Journalist | 35417.250 | 3 | 5 | 7 | 0 | 12 | 17 | 13.96 | 5.0 | Standard | 701.43 | 24.894015 | Yes | 0.000000 | 259.052884 | Low_spent_Small_value_payments | 332.290866 | Standard | 219 |
53 | Lawyer | 17931.375 | 6 | 6 | 16 | 3 | 24 | 8 | 1.30 | 1.0 | Standard | 51.82 | 25.839642 | No | 43.584583 | 88.500069 | Low_spent_Large_value_payments | 301.243474 | Standard | 199 |
34 | Mechanic | 24095.190 | 7 | 6 | 16 | 3 | 17 | 0 | 0.00 | 4.0 | Standard | 1263.77 | 24.804538 | Yes | 53.933955 | 137.437209 | Low_spent_Small_value_payments | 297.722087 | Standard | 221 |
30 | Scientist | 19431.830 | 3 | 6 | 8 | 4 | 22 | 12 | 11.63 | 3.0 | Standard | 865.23 | 35.657487 | Yes | 49.382364 | 79.344063 | Low_spent_Small_value_payments | 341.005490 | Standard | 0 |
48 | Musician | 33388.100 | 6 | 4 | 8 | 0 | 19 | 15 | 9.51 | 2.0 | Standard | 589.89 | 37.902947 | Yes | 0.000000 | 110.717678 | High_spent_Small_value_payments | 409.216489 | Standard | 241 |
38 | Scientist | 14085.150 | 3 | 3 | 8 | 3 | 17 | 12 | 7.66 | 2.0 | Standard | 298.50 | 30.035794 | No | 31.309071 | 144.434375 | Low_spent_Small_value_payments | 247.332804 | Standard | 193 |
43 | Media_Manager | 43360.740 | 2 | 6 | 12 | 2 | 4 | 8 | 1.56 | 4.0 | Good | 287.65 | 25.006491 | No | 57.658951 | 322.468037 | Low_spent_Large_value_payments | 254.612512 | Good | 365 |
24 | Teacher | 56420.520 | 7 | 5 | 21 | 5 | 31 | 17 | 15.37 | 9.0 | Bad | 1412.35 | 28.600093 | Yes | 165.999578 | 0.000000 | High_spent_Small_value_payments | 315.332777 | Poor | 174 |
38 | Engineer | 48254.040 | 3 | 6 | 16 | 3 | 26 | 11 | 16.92 | 8.0 | Standard | 210.78 | 35.163021 | NM | 72.333362 | 209.397626 | High_spent_Small_value_payments | 399.786012 | Standard | 299 |
31 | Entrepreneur | 33669.700 | 5 | 7 | 14 | 6 | 7 | 15 | 15.59 | 4.0 | Standard | 795.19 | 32.436509 | NM | 159.990097 | 369.726415 | Low_spent_Small_value_payments | 68.064322 | Standard | 171 |
33 | Scientist | 15375.980 | 2 | 5 | 3 | 0 | 15 | 9 | 3.93 | 0.0 | Good | 769.87 | 28.011013 | No | 0.000000 | 143.548220 | Low_spent_Small_value_payments | 281.284947 | Standard | 378 |
15 | Teacher | 98534.220 | 6 | 6 | 8 | 0 | 9 | 16 | 13.10 | 4.0 | Standard | 1110.26 | 38.452791 | Yes | 0.000000 | 312.995466 | High_spent_Medium_value_payments | 742.023034 | Standard | 319 |
37 | Developer | 27113.760 | 7 | 3 | 8 | 7 | 29 | 19 | 14.12 | 12.0 | Standard | 834.43 | 31.422699 | Yes | 97.893291 | 52.139742 | High_spent_Medium_value_payments | 296.214966 | Standard | 189 |
36 | Accountant | 7309.155 | 6 | 8 | 19 | 4 | 38 | 0 | 9.56 | 8.0 | Standard | 1318.12 | 23.716794 | Yes | 20.290771 | 38.127253 | Low_spent_Small_value_payments | 288.291601 | Poor | 98 |
53 | Writer | 105295.080 | 2 | 3 | 7 | 4 | 6 | 0 | 10.02 | 6.0 | Good | 321.36 | 27.873016 | No | 178.367440 | 296.523190 | Low_spent_Large_value_payments | 680.568370 | Poor | 335 |
34 | Teacher | 74647.470 | 8 | 4 | 20 | 4 | 8 | 15 | 2.61 | 8.0 | Standard | 429.07 | 28.256312 | No | 172.745012 | 243.088031 | Low_spent_Large_value_payments | 471.529207 | Good | 291 |
32 | Lawyer | 41757.440 | 6 | 8 | 27 | 3 | 59 | 21 | 9.76 | 9.0 | Bad | 1360.45 | 34.432490 | Yes | 100.069628 | 116.263980 | High_spent_Medium_value_payments | 365.445059 | Poor | 209 |
22 | Accountant | 28690.970 | 4 | 4 | 13 | 0 | 17 | 12 | 12.28 | 10.0 | Standard | 839.77 | 27.741121 | Yes | 0.000000 | 139.436887 | High_spent_Small_value_payments | 386.354530 | Standard | 216 |
41 | Teacher | 35848.820 | 3 | 4 | 12 | 3 | 21 | 19 | 0.69 | 1.0 | Standard | 1309.04 | 30.214519 | No | 53.639012 | 187.574649 | Low_spent_Small_value_payments | 370.726505 | Standard | 283 |
25 | Writer | 14388.790 | 6 | 4 | 9 | 1 | 8 | 10 | 4.60 | 3.0 | Good | 632.09 | 40.184479 | No | 8.862377 | 106.947563 | Low_spent_Small_value_payments | 309.796643 | Standard | 184 |
23 | Teacher | 7123.915 | 4 | 6 | 19 | 4 | 5 | 10 | 17.24 | 9.0 | Standard | 1380.44 | 27.131045 | Yes | 19.530369 | 93.014172 | Low_spent_Small_value_payments | 253.121417 | Poor | 242 |
28 | Media_Manager | 22418.630 | 5 | 4 | 6 | 2 | 4 | 9 | 1.65 | 3.0 | Good | 452.91 | 35.311092 | No | 25.053047 | 37.304115 | High_spent_Small_value_payments | 411.264755 | Good | 264 |
36 | Musician | 17819691.000 | 8 | 5 | 9 | 1 | 23 | 21 | 5.83 | 4.0 | Standard | 896.57 | 28.266899 | NM | 7.202192 | 21.921399 | High_spent_Medium_value_payments | 379.386075 | Standard | 322 |
45 | Teacher | 93305.760 | 3 | 6 | 15 | 1 | 14 | 20 | 4.55 | 3.0 | Standard | 1275.86 | 40.528564 | Yes | 39.385644 | 528.339219 | High_spent_Small_value_payments | 476.023138 | Standard | 355 |
20 | Engineer | 37045.600 | 5 | 7 | 9 | 1 | 4 | 2 | 1.18 | 3.0 | Good | 1411.95 | 39.515209 | No | 23.989575 | 64.269891 | High_spent_Medium_value_payments | 443.753867 | Standard | 256 |
39 | Media_Manager | 28649.990 | 7 | 7 | 9 | 3 | 10 | 20 | 19.61 | 4.0 | Standard | 1412.93 | 30.612859 | NM | 70.065018 | 195.403581 | Low_spent_Large_value_payments | 231.881317 | Standard | 127 |
55 | Developer | 107313.840 | 8 | 7 | 17 | 0 | 10 | 16 | 11.77 | 1.0 | Standard | 794.53 | 35.455147 | NM | 0.000000 | 189.661333 | High_spent_Large_value_payments | 974.620667 | Good | 304 |
53 | Mechanic | 14709.295 | 1 | 6 | 11 | 2 | 11 | 2 | 11.29 | 7.0 | Good | 557.78 | 31.412171 | No | 17.599675 | 0.000000 | Low_spent_Large_value_payments | 323.545251 | Standard | 244 |
34 | Doctor | 15666.495 | 4 | 7 | 8 | 7 | 28 | 8 | 13.45 | 4.0 | Standard | 284.89 | 24.273315 | NM | 75.522639 | 169.859119 | Low_spent_Small_value_payments | 178.872367 | Standard | 213 |
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