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ID | Описание | Дата |
---|---|---|
8360a213-9b4d-4430-afc1-30c2ee384206 | transition sticky paradigms | 1998-03-08 |
4d7c3e94-1943-4b27-9b42-55c1af76e64d | engineer robust initiatives | 1987-04-17 |
422660f8-1677-4081-a582-397558154bd5 | scale interactive systems | 1977-04-20 |
84114f7c-ce22-43c9-8df7-bb4e8f6e7071 | transition B2C e-services | 1977-07-19 |
521014fc-05ae-4853-a9e0-e0445e17c100 | enable vertical communities | 1978-05-04 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22 | Doctor | 69933.980 | 8 | 7 | 5 | 2 | 8 | 10 | 5.11 | 2.0 | Standard | 1446.37 | 28.442191 | Yes | 86.401158 | 262.155623 | Low_spent_Small_value_payments | 497.626385 | Standard | 218 |
34 | Scientist | 101462.640 | 4 | 3 | 8 | 2 | 26 | 20 | 18.84 | 8.0 | Standard | 251.39 | 36.273132 | Yes | 113.900936 | 342.447132 | Low_spent_Medium_value_payments | 686.973932 | Poor | 181 |
51 | Lawyer | 20871.240 | 3 | 5 | 6 | 0 | 13 | 11 | 2.95 | 0.0 | Good | 364.42 | 29.007669 | No | 0.000000 | 71.060163 | High_spent_Medium_value_payments | 360.766837 | Standard | 182 |
21 | Media_Manager | 51477.800 | 3 | 5 | 8 | 2 | 16 | 15 | 15.84 | 3.0 | Standard | 478.17 | 34.245967 | Yes | 67.797719 | 129.893847 | High_spent_Medium_value_payments | 465.390101 | Standard | 214 |
29 | Scientist | 69082.120 | 3 | 3 | 33 | 3 | 13 | 12 | 16.08 | 6.0 | Standard | 1467.48 | 28.253702 | Yes | 119.461755 | 185.478606 | Low_spent_Medium_value_payments | 531.843973 | Poor | 129 |
20 | Engineer | 132180.240 | 5 | 7 | 8 | 2 | 5 | 3 | 4.52 | 7.0 | Good | 747.86 | 38.926725 | No | 155.161834 | 533.245002 | Low_spent_Medium_value_payments | 703.495164 | Poor | 393 |
45 | Entrepreneur | 20393.220 | 7 | 7 | 12 | 7 | 26 | 9 | 13.03 | 7.0 | Standard | 10.52 | 33.592226 | NM | 99.812502 | 33.655546 | High_spent_Small_value_payments | 306.875452 | Standard | 161 |
33 | Doctor | 18514.195 | 0 | 4 | 8 | 2 | 3 | 2 | 5.23 | 2.0 | Good | 62.75 | 28.159283 | No | 20.050474 | 118.618644 | Low_spent_Small_value_payments | 322.715840 | Standard | 0 |
21 | Writer | 7830.030 | 8 | 7 | 30 | 5 | 35 | 23 | 0.92 | 8.0 | Bad | 1255.57 | 27.130360 | Yes | 31.593600 | 47.532261 | Low_spent_Medium_value_payments | 278.424389 | Poor | 65 |
48 | Mechanic | 136150.600 | 1 | 5 | 9 | 3 | 8 | 0 | 10.72 | 3.0 | Good | 260.29 | 31.068812 | NM | 177.654072 | 259.126633 | High_spent_Medium_value_payments | 926.007628 | Good | 322 |
34 | Musician | 39912.020 | 6 | 7 | 11 | 0 | 18 | 12 | 11.86 | 1.0 | Standard | 780.21 | 31.536311 | No | 0.000000 | 222.213132 | Low_spent_Large_value_payments | 391.787035 | Standard | 361 |
20 | Lawyer | 35699.530 | 6 | 5 | 13 | 0 | 29 | 13 | 7.23 | 5.0 | Standard | 397.35 | 25.967023 | Yes | 0.000000 | 373.998966 | Low_spent_Small_value_payments | 202.497117 | Standard | 368 |
43 | Developer | 20974.050 | 7 | 8 | 27 | 6 | 38 | 0 | 14.54 | 12.0 | Standard | 1460.23 | 27.661005 | Yes | 83.763247 | 129.279387 | Low_spent_Small_value_payments | 268.441117 | Poor | 150 |
27 | Media_Manager | 88412.010 | 1 | 4 | 11 | 3 | 20 | 8 | 0.55 | 2.0 | Good | 957.82 | 42.967144 | No | 199.492976 | 181.385251 | High_spent_Large_value_payments | 608.688523 | Poor | 369 |
18 | Teacher | 15157.250 | 8 | 10 | 24 | 5 | 52 | 24 | 6.01 | 6.0 | Bad | 1448.71 | 34.153708 | Yes | 41.935689 | 95.692199 | Low_spent_Small_value_payments | 261.582528 | Poor | 69 |
33 | Mechanic | 128501.800 | 3 | 8 | 7 | 3 | 10 | 3 | 1.25 | 0.0 | Good | 833.92 | 37.460854 | No | 175.347940 | 245.277355 | High_spent_Large_value_payments | 881.823038 | Standard | 352 |
20 | Teacher | 39145.960 | 7 | 7 | 19 | 2 | 23 | 13 | 0.00 | 4.0 | Standard | 1004.26 | 29.383403 | NM | 52.997101 | 0.000000 | High_spent_Medium_value_payments | 463.202833 | Standard | 263 |
43 | Teacher | 61627.000 | 1 | 6 | 2 | 1 | 18 | 5 | 7.35 | 2.0 | Good | 1485.87 | 37.924523 | No | 35.077963 | 196.381651 | High_spent_Small_value_payments | 514.898719 | Poor | 240 |
34 | Accountant | 10702.830 | 3 | 5 | 17 | 6 | 22 | 13 | 17.58 | 7.0 | Standard | 140.29 | 23.201069 | Yes | 52.088562 | 141.680636 | Low_spent_Small_value_payments | 207.121052 | Poor | 166 |
28 | Engineer | 177947.280 | 2 | 7 | 2 | 0 | 12 | 1 | 8.17 | 3.0 | Good | 1284.40 | 33.731860 | NM | 0.000000 | 654.875910 | High_spent_Small_value_payments | 1115.318090 | Good | 0 |
22 | Lawyer | 21787.630 | 0 | 3 | 5 | 3 | 2 | 2 | 4.60 | 3.0 | Good | 998.07 | 27.689037 | NM | 36.901481 | 206.335393 | Low_spent_Small_value_payments | 233.526709 | Good | 358 |
45 | Accountant | 118884.000 | 5 | 6 | 8 | 0 | 14 | 3 | 8.29 | 5.0 | Good | 830.63 | 25.516273 | No | 0.000000 | 639.831433 | Low_spent_Medium_value_payments | 606.668567 | Standard | 256 |
43 | Mechanic | 87745.920 | 0 | 1 | 2 | 0 | 4 | 1 | 11.08 | 1.0 | Good | 207.00 | 25.404113 | No | 0.000000 | 529.137797 | Low_spent_Medium_value_payments | 467.478203 | Standard | 250 |
33 | Architect | 17131.345 | 7 | 5 | 14 | 5 | 19 | 21 | 15.48 | 12.0 | Standard | 429.69 | 25.181083 | Yes | 61.374702 | 58.969800 | Low_spent_Small_value_payments | 326.616707 | Poor | 208 |
28 | Accountant | 88957.380 | 4 | 4 | 5 | 1 | 19 | 20 | 11.52 | 0.0 | Standard | 1008.30 | 34.576210 | NM | 45.869398 | 145.113154 | High_spent_Medium_value_payments | 802.328947 | Standard | 269 |
54 | Writer | 15617.350 | 0 | 2 | 1 | 3 | 3 | 0 | 0.57 | 2.0 | Good | 258.68 | 22.697532 | NM | 26.450468 | 147.047104 | Low_spent_Small_value_payments | 274.447012 | Good | 295 |
54 | Journalist | 18524.520 | 2 | 3 | 8 | 0 | 14 | 5 | 9.58 | 3.0 | Good | 865.36 | 36.635057 | NM | 0.000000 | 43.532871 | High_spent_Small_value_payments | 390.438129 | Good | 330 |
38 | Accountant | 12768.940 | 8 | 5 | 15 | 1 | 12 | 8 | 10.37 | 0.0 | Standard | 487.17 | 40.526828 | Yes | 5.351086 | 24.019368 | High_spent_Medium_value_payments | 328.537379 | Standard | 396 |
23 | Journalist | 32486.640 | 5 | 5 | 8 | 3 | 14 | 10 | 9.00 | 8.0 | Standard | 242.96 | 36.177490 | Yes | 51.096972 | 215.118781 | Low_spent_Small_value_payments | 273.506247 | Standard | 216 |
48 | Media_Manager | 100971.600 | 2 | 6 | 7 | 1 | 10 | 4 | 4.00 | 2.0 | Good | 1138.38 | 39.431959 | No | 48.697558 | 135.682017 | High_spent_Large_value_payments | 884.250425 | Standard | 0 |
53 | Writer | 15767.215 | 5 | 3 | 20 | 0 | 10 | 16 | 4.28 | 5.0 | Standard | 1012.39 | 34.392273 | Yes | 0.000000 | 54.461271 | High_spent_Medium_value_payments | 336.432187 | Standard | 0 |
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