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ID | Описание | Дата |
---|---|---|
b8ef75d4-d6ed-4a56-bebe-4c11a29cf18c | redefine extensible solutions | 1974-12-18 |
2347a9e8-ba47-4a05-aa43-368a8895b252 | scale dot-com models | 2022-10-22 |
04a5320f-ba9a-4ff2-aa64-6b85d3a840d3 | incentivize revolutionary models | 1982-11-26 |
f77ebe00-be57-4125-bdf6-51465dc5d406 | streamline enterprise action-items | 1998-09-08 |
7e2e737f-59a2-4bb8-aa94-5a4bc1526a6e | envisioneer clicks-and-mortar ROI | 1988-11-23 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | Architect | 30922.280 | 1 | 5 | 12 | 2 | 19 | 1 | 11.71 | 2.0 | Good | 957.53 | 27.271604 | No | 30.338204 | 332.427734 | Low_spent_Small_value_payments | 176.719728 | Poor | 259 |
34 | Mechanic | 18096.155 | 3 | 6 | 18 | 3 | 6 | 19 | 12.83 | 8.0 | Standard | 162.21 | 32.931358 | Yes | 34.092700 | 51.099005 | Low_spent_Large_value_payments | 318.609587 | Standard | 281 |
43 | Architect | 14439.410 | 3 | 5 | 8 | 0 | 12 | 6 | 3.45 | 2.0 | Good | 1238.50 | 30.145663 | No | 0.000000 | 45.403097 | Low_spent_Medium_value_payments | 330.225320 | Good | 0 |
44 | Architect | 28840.470 | 7 | 7 | 15 | 0 | 9 | 11 | 16.45 | 0.0 | Standard | 196.82 | 36.552144 | Yes | 0.000000 | 284.847424 | Low_spent_Small_value_payments | 251.789826 | Standard | 361 |
24 | Entrepreneur | 14114.890 | 8 | 5 | 5 | 5 | 18 | 11 | 23.37 | 7.0 | Standard | 1453.95 | 28.639535 | Yes | 53.148986 | 89.714688 | Low_spent_Large_value_payments | 242.660409 | Standard | 131 |
55 | Engineer | 27175.690 | 8 | 3 | 17 | 1 | 11 | 13 | 4.47 | 7.0 | Standard | 1010.89 | 36.774643 | Yes | 14.742148 | 0.000000 | Low_spent_Large_value_payments | 347.983759 | Standard | 330 |
22 | Media_Manager | 69865.220 | 3 | 4 | 7 | 0 | 19 | 0 | 20.28 | 2.0 | Standard | 656.70 | 32.523769 | NM | 0.000000 | 69.154964 | High_spent_Medium_value_payments | 758.355202 | Standard | 348 |
18 | Developer | 14264.460 | 7 | 7 | 14 | 6 | 30 | 16 | 14.54 | 5.0 | Standard | 659.07 | 28.741840 | Yes | 60.276128 | 109.905088 | Low_spent_Small_value_payments | 228.989284 | Standard | 187 |
39 | Journalist | 114867.400 | 8 | 3 | 13 | 1 | 12 | 7 | 10.16 | 1.0 | Standard | 719.93 | 34.881769 | No | 95.216773 | 0.000000 | High_spent_Medium_value_payments | 755.448997 | Poor | 202 |
45 | Teacher | 32500.350 | 2 | 6 | 6 | 1 | 8 | 4 | 7.00 | 2.0 | Good | 1203.72 | 27.995965 | No | 15.128891 | 214.335310 | Low_spent_Small_value_payments | 345.872050 | Good | 288 |
44 | Writer | 71735.480 | 8 | 3 | 8 | 3 | 29 | 20 | 15.07 | 2.0 | Standard | 940.19 | 25.045459 | Yes | 144.540060 | 207.073580 | High_spent_Medium_value_payments | 500.582026 | Standard | 235 |
39 | Entrepreneur | 39962.380 | 6 | 7 | 22 | 5 | 18 | 19 | 15.82 | 10.0 | Standard | 1444.91 | 39.362208 | NM | 89.761776 | 0.000000 | High_spent_Medium_value_payments | 403.597380 | Poor | 117 |
41 | Journalist | 118988.190 | 5 | 3 | 3 | 3 | 4 | 10 | 4.26 | 1.0 | Good | 707.24 | 23.594195 | No | 198.147110 | 0.000000 | High_spent_Small_value_payments | 536.877393 | Good | 379 |
30 | Engineer | 88556.700 | 1 | 3 | 8 | 1 | 9 | 0 | 5.17 | 0.0 | Good | 732.51 | 37.056050 | No | 60.736259 | 713.922949 | Low_spent_Medium_value_payments | 221.213292 | Good | 289 |
44 | Journalist | 84673.200 | 3 | 5 | 2 | 3 | 8 | 5 | 2.09 | 1.0 | Good | 777.89 | 35.479355 | No | 130.501500 | 257.058456 | High_spent_Medium_value_payments | 577.750044 | Good | 350 |
16 | Doctor | 39797.060 | 8 | 6 | 19 | 7 | 22 | 16 | 17.88 | 5.0 | Standard | 1134.58 | 36.668356 | NM | 192.823892 | 168.168311 | Low_spent_Large_value_payments | 240.049963 | Standard | 0 |
25 | Musician | 166102.800 | 1 | 3 | 11 | 2 | 19 | 2 | 6.22 | 4.0 | Good | 953.24 | 37.282875 | No | 194.693817 | 122.755788 | High_spent_Large_value_payments | 1326.040395 | Standard | 352 |
23 | Writer | 62458.770 | 8 | 6 | 20 | 4 | 12 | 10 | 16.02 | 7.0 | Standard | 1215.52 | 34.495926 | Yes | 199.046256 | 344.414404 | High_spent_Small_value_payments | 259.229090 | Good | 239 |
41 | Architect | 34076.320 | 9 | 7 | 25 | 5 | 47 | 25 | 5.79 | 8.0 | Bad | 1405.98 | 37.634931 | Yes | 134.403390 | 67.347447 | High_spent_Medium_value_payments | 350.018497 | Poor | 242 |
29 | Media_Manager | 57132.480 | 0 | 7 | 9 | 2 | 31 | 2 | 4.37 | 0.0 | Good | 1108.63 | 38.663618 | No | 56.625125 | 114.404320 | High_spent_Large_value_payments | 516.974555 | Poor | 185 |
29 | Doctor | 18331.415 | 2 | 5 | 3 | 3 | 11 | 10 | 2.84 | 1.0 | Good | 1012.22 | 37.407937 | NM | 37.525291 | 110.063208 | Low_spent_Small_value_payments | 314.673293 | Good | 352 |
23 | Entrepreneur | 36270.250 | 2 | 3 | 10 | 0 | 28 | 6 | 10.59 | 0.0 | Good | 220.62 | 40.063890 | No | 0.000000 | 38.021437 | High_spent_Large_value_payments | 486.630647 | Standard | 281 |
19 | Developer | 19397.600 | 10 | 6 | 19 | 9 | 45 | 22 | 1.08 | 9.0 | Bad | 1285.51 | 23.521328 | Yes | 136.357457 | 0.000000 | Low_spent_Medium_value_payments | 196.623734 | Poor | 227 |
37 | Journalist | 18431.800 | 7 | 5 | 4 | 4 | 26 | 11 | 4.59 | 0.0 | Good | 1405.43 | 24.387506 | No | 52.690040 | 155.458184 | Low_spent_Small_value_payments | 236.250110 | Poor | 348 |
37 | Media_Manager | 62046.960 | 6 | 6 | 20 | 2 | 10 | 8 | 15.42 | 6.0 | Standard | 1289.69 | 22.649012 | Yes | 94.579253 | 524.837130 | Low_spent_Medium_value_payments | 170.941618 | Standard | 231 |
38 | Mechanic | 10389.190 | 3 | 4 | 18 | 5 | 24 | 10 | 11.71 | 8.0 | Standard | 356.69 | 30.440926 | Yes | 37.478344 | 34.906079 | Low_spent_Medium_value_payments | 290.992160 | Standard | 142 |
52 | Mechanic | 15948.285 | 4 | 4 | 5 | 3 | 8 | 9 | 3.42 | 2.0 | Good | 1068.42 | 25.127537 | No | 23.813211 | 102.531157 | High_spent_Small_value_payments | 296.158007 | Good | 297 |
42 | Doctor | 47370.640 | 5 | 6 | 14 | 1 | 16 | 20 | 6.44 | 0.0 | Standard | 1397.52 | 36.023315 | No | 21.716397 | 0.000000 | Low_spent_Large_value_payments | 476.832718 | Standard | 0 |
55 | Journalist | 15874.010 | 1 | 3 | 5 | 0 | 13 | 0 | 2.32 | 1.0 | Good | 1173.38 | 27.460803 | No | 0.000000 | 15.578551 | High_spent_Medium_value_payments | 339.404865 | Standard | 382 |
32 | Musician | 65024.220 | 3 | 6 | 3 | 2 | 19 | 20 | 3.37 | 4.0 | Standard | 625.89 | 27.318142 | No | 58.996575 | 218.881639 | High_spent_Medium_value_payments | 525.390287 | Standard | 209 |
43 | Scientist | 109545.630 | 6 | 3 | 13 | 0 | 5 | 16 | 6.55 | 1.0 | Standard | 86.54 | 37.507309 | Yes | 0.000000 | 331.358653 | High_spent_Small_value_payments | 866.021597 | Standard | 199 |
42 | Engineer | 62976.280 | 0 | 3 | 12 | 0 | 9 | 2 | 6.05 | 3.0 | Good | 68.66 | 26.068235 | No | 0.000000 | 73.906841 | High_spent_Medium_value_payments | 708.195492 | Good | 185 |
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