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ID | Описание | Дата |
---|---|---|
d695f4ad-4d3c-4f21-909b-504ce4239f2a | mesh seamless technologies | 2004-06-12 |
1c89f4f4-ed71-4757-bdd9-f182d030d4be | transform granular eyeballs | 1979-10-22 |
4889493f-0ef9-4358-8b59-b4dec9aed771 | deploy efficient applications | 1972-10-19 |
30ae2239-b08f-41fd-84d5-39dc8341417b | disintermediate bleeding-edge interfaces | 1983-10-07 |
c5c61278-7255-4f7e-979a-4d3534773113 | drive web-enabled paradigms | 2013-01-29 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
31 | Manager | 16578.115 | 3 | 5 | 15 | 2 | 10 | 13 | 13.29 | 2.0 | Standard | 1054.86 | 35.677358 | Yes | 21.425972 | 58.176799 | Low_spent_Small_value_payments | 353.048187 | Standard | 274 |
17 | Lawyer | 14675.830 | 6 | 3 | 12 | 7 | 27 | 8 | 12.12 | 4.0 | Standard | 1427.56 | 39.536064 | Yes | 84.004103 | 0.000000 | Low_spent_Large_value_payments | 251.868806 | Standard | 147 |
20 | Media_Manager | 77936.010 | 5 | 6 | 15 | 3 | 9 | 10 | 19.20 | 5.0 | Standard | 314.62 | 32.642811 | Yes | 147.102082 | 251.562537 | Low_spent_Small_value_payments | 564.802132 | Standard | 276 |
42 | Scientist | 17638.365 | 5 | 1 | 2 | 1 | 5 | 0 | 8.61 | 5.0 | Good | 385.34 | 32.524475 | No | 9.986939 | 0.000000 | High_spent_Small_value_payments | 345.264294 | Good | 263 |
39 | Lawyer | 31227.620 | 0 | 4 | 1 | 2 | 14 | 4 | 0.00 | 5.0 | Good | 364.35 | 37.385182 | No | 26.872141 | 234.705828 | Low_spent_Large_value_payments | 282.952198 | Good | 344 |
41 | Lawyer | 28570.380 | 4 | 5 | 18 | 1 | 7 | 0 | 11.20 | 0.0 | Standard | 1204.12 | 31.156766 | Yes | 18.023502 | 216.134392 | Low_spent_Small_value_payments | 286.728606 | Standard | 263 |
33 | Doctor | 16210.850 | 6 | 3 | 6 | 3 | 15 | 17 | 2.49 | 0.0 | Standard | 188.36 | 24.258647 | No | 30.738949 | 154.463505 | Low_spent_Small_value_payments | 253.487963 | Standard | 348 |
31 | Entrepreneur | 42400.700 | 4 | 5 | 5 | 2 | 24 | 1 | 6.54 | 4.0 | Good | 699.11 | 33.046268 | NM | 45.775618 | 212.026982 | High_spent_Small_value_payments | 364.936567 | Poor | 321 |
38 | Architect | 100148.800 | 6 | 6 | 18 | 4 | 24 | 14 | 2.13 | 11.0 | Standard | 337.84 | 30.811288 | Yes | 194.670317 | 0.000000 | Low_spent_Medium_value_payments | 620.604950 | Standard | 146 |
33 | Architect | 163904.560 | 3 | 5 | 2 | 0 | 4 | 3 | 9.13 | 1.0 | Good | 29.82 | 35.044596 | No | 0.000000 | 351.714799 | Low_spent_Medium_value_payments | 1275.156535 | Standard | 192 |
40 | Teacher | 10234.390 | 4 | 6 | 6 | 4 | 27 | 13 | 6.70 | 0.0 | Standard | 627.20 | 33.900935 | NM | 26.996316 | 100.040872 | Low_spent_Small_value_payments | 251.149395 | Standard | 191 |
22 | Architect | 27767.570 | 5 | 7 | 20 | 0 | 19 | 17 | 9.81 | 4.0 | Standard | 1262.27 | 39.485286 | Yes | 0.000000 | 25.773298 | High_spent_Medium_value_payments | 459.823118 | Standard | 282 |
46 | Engineer | 35707.450 | 8 | 4 | 5 | 3 | 5 | 0 | 2.86 | 8.0 | Good | 933.97 | 26.900608 | No | 75.508156 | 71.067729 | High_spent_Medium_value_payments | 415.886199 | Good | 232 |
51 | Lawyer | 19799.730 | 7 | 4 | 12 | 2 | 5 | 17 | 5.89 | 1.0 | Good | 125.69 | 37.877848 | No | 18.153338 | 0.000000 | Low_spent_Small_value_payments | 393.119245 | Good | 394 |
36 | Journalist | 16633.780 | 5 | 3 | 10 | 3 | 9 | 3 | 7.20 | 4.0 | Good | 110.89 | 29.360671 | No | 40.150588 | 90.904208 | Low_spent_Large_value_payments | 300.260038 | Good | 260 |
53 | Journalist | 49962.420 | 7 | 7 | 15 | 3 | 25 | 20 | 3.71 | 4.0 | Standard | 1175.81 | 33.501624 | NM | 67.461034 | 220.080951 | High_spent_Small_value_payments | 373.211515 | Standard | 384 |
50 | Accountant | 120948.160 | 0 | 5 | 2 | 2 | 12 | 12 | 7.61 | 1.0 | Good | 16.36 | 32.845052 | No | 121.845330 | 177.874513 | High_spent_Medium_value_payments | 987.581491 | Good | 312 |
35 | Writer | 63978.720 | 7 | 7 | 17 | 4 | 17 | 7 | 11.49 | 7.0 | Standard | 947.31 | 29.084700 | Yes | 182.441217 | 80.075618 | High_spent_Large_value_payments | 484.039165 | Standard | 374 |
23 | Entrepreneur | 100674.660 | 4 | 4 | 7 | 1 | 5 | 14 | 19.17 | 7.0 | Standard | 1267.99 | 39.498230 | Yes | 42.269056 | 200.047725 | High_spent_Large_value_payments | 841.238718 | Standard | 358 |
28 | Scientist | 90541.710 | 4 | 7 | 5 | 0 | 7 | 3 | 11.91 | 4.0 | Good | 500.60 | 35.106998 | No | 0.000000 | 315.338858 | Low_spent_Large_value_payments | 715.375392 | Standard | 372 |
37 | Scientist | 34613.160 | 5 | 4 | 14 | 2 | 27 | 10 | 4.97 | 3.0 | Standard | 213.48 | 35.305998 | Yes | 33.509936 | 74.844565 | High_spent_Large_value_payments | 431.788499 | Good | 401 |
23 | Entrepreneur | 22222.150 | 7 | 6 | 20 | 4 | 33 | 9 | 14.91 | 8.0 | Standard | 81.68 | 35.402955 | Yes | 44.470649 | 120.172260 | High_spent_Small_value_payments | 276.841675 | Standard | 329 |
23 | Lawyer | 115247.160 | 2 | 5 | 10 | 0 | 11 | 0 | 0.92 | 2.0 | Good | 687.87 | 27.006931 | No | 0.000000 | 468.777117 | Low_spent_Large_value_payments | 775.715883 | Good | 216 |
20 | Journalist | 34500.970 | 5 | 1 | 3 | 4 | 3 | 10 | 1.40 | 3.0 | Good | 1334.54 | 36.138773 | No | 71.808630 | 210.248904 | Low_spent_Small_value_payments | 312.550549 | Good | 245 |
31 | Entrepreneur | 141347.320 | 8 | 6 | 1 | 0 | 23 | 20 | 2.13 | 8.0 | Good | 1029.44 | 44.951290 | No | 0.000000 | 84.482162 | High_spent_Large_value_payments | 1323.212172 | Standard | 340 |
27 | Teacher | 86765.120 | 3 | 3 | 10 | 2 | 18 | 8 | 6.84 | 1.0 | Good | 948.25 | 33.100823 | No | 110.956140 | 227.023117 | High_spent_Medium_value_payments | 661.263410 | Poor | 239 |
35 | Engineer | 19603.315 | 1 | 5 | 6 | 1 | 15 | 11 | 7.74 | 0.0 | Good | 1048.56 | 39.096954 | No | 10.640033 | 0.000000 | Low_spent_Small_value_payments | 332.424873 | Standard | 261 |
27 | Journalist | 37085.980 | 7 | 5 | 9 | 6 | 9 | 14 | 17.97 | 6.0 | Standard | 1224.04 | 27.072876 | Yes | 109.801750 | 268.880908 | Low_spent_Small_value_payments | 233.367176 | Standard | 99 |
29 | Scientist | 18341.470 | 2 | 3 | 6 | 0 | 6 | 0 | 5.93 | 1.0 | Good | 1300.64 | 29.032243 | NM | 0.000000 | 91.065508 | Low_spent_Small_value_payments | 331.280075 | Standard | 217 |
52 | Lawyer | 43354.770 | 1 | 4 | 4 | 1 | 6 | 12 | 8.23 | 1.0 | Good | 1159.33 | 38.414423 | No | 29.916254 | 335.308311 | Low_spent_Medium_value_payments | 263.965185 | Standard | 195 |
44 | Engineer | 14283.665 | 6 | 4 | 9 | 4 | 24 | 8 | 7.60 | 0.0 | Standard | 1225.88 | 39.209639 | No | 33.687913 | 24.935949 | High_spent_Medium_value_payments | 285.806680 | Standard | 268 |
32 | Accountant | 17576.520 | 4 | 7 | 2 | 3 | 24 | 8 | 5.93 | 4.0 | Good | 235.86 | 38.554641 | NM | 29.737007 | 77.608189 | Low_spent_Small_value_payments | 306.125805 | Poor | 203 |
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