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ID | Описание | Дата |
---|---|---|
f3b1fb8e-5a10-4e2e-b7b6-e71ca900cc60 | synergize cross-media niches | 2023-11-05 |
2f372789-7695-4cab-8b06-1f64dd0e319c | whiteboard robust channels | 1979-08-20 |
d81f98aa-fa06-467f-b07b-90f227eb22a2 | productize robust paradigms | 2015-07-15 |
b8b78cb9-6b18-4d03-98fe-263380e20217 | engage enterprise systems | 1990-02-20 |
6ebca40f-0806-4a23-b986-b9540e937227 | integrate interactive markets | 1994-03-06 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19 | Musician | 85554.030 | 4 | 2 | 3 | 0 | 12 | 7 | 6.43 | 3.0 | Good | 1095.73 | 33.434372 | No | 0.000000 | 162.995586 | High_spent_Large_value_payments | 795.554664 | Good | 235 |
55 | Architect | 32011.890 | 2 | 6 | 4 | 3 | 17 | 9 | 2.10 | 1.0 | Good | 1215.09 | 35.125696 | No | 66.357449 | 114.008392 | High_spent_Medium_value_payments | 350.299909 | Poor | 305 |
38 | Scientist | 30450.840 | 6 | 7 | 8 | 3 | 27 | 16 | 11.98 | 0.0 | Standard | 203.69 | 35.505730 | No | 49.394741 | 138.991823 | Low_spent_Small_value_payments | 352.270436 | Standard | 247 |
32 | Architect | 11703.605 | 8 | 4 | 20 | 0 | 24 | 17 | 8.87 | 3.0 | Standard | 1175.56 | 34.415808 | Yes | 0.000000 | 40.729871 | Low_spent_Medium_value_payments | 338.600171 | Standard | 224 |
24 | Developer | 38684.200 | 7 | 5 | 16 | 3 | 20 | 23 | 22.24 | 8.0 | Standard | 1464.16 | 38.560352 | Yes | 70.038455 | 105.196778 | High_spent_Medium_value_payments | 417.133100 | Poor | 69 |
41 | Mechanic | 38919.900 | 8 | 7 | 13 | 1 | 7 | 13 | 10.20 | 0.0 | Standard | 1058.13 | 32.584277 | NM | 22.012884 | 178.757765 | High_spent_Small_value_payments | 380.761850 | Standard | 0 |
37 | Writer | 27476.990 | 7 | 4 | 20 | 4 | 17 | 13 | 12.80 | 7.0 | Standard | 566.21 | 31.485810 | NM | 73.478538 | 48.582003 | High_spent_Large_value_payments | 348.114375 | Standard | 270 |
23 | Writer | 53370.420 | 6 | 7 | 7 | 3 | 21 | 19 | 8.68 | 3.0 | Standard | 240.27 | 31.421970 | Yes | 96.555270 | 280.908490 | High_spent_Small_value_payments | 344.389739 | Standard | 247 |
46 | Accountant | 33185.600 | 0 | 3 | 5 | 1 | 9 | 6 | 2.50 | 1.0 | Good | 1340.52 | 39.699558 | NM | 17.079394 | 254.741746 | Low_spent_Small_value_payments | 281.125526 | Standard | 397 |
50 | Doctor | 61269.160 | 6 | 4 | 9 | 2 | 13 | 20 | 5.45 | 5.0 | Good | 389.91 | 38.259033 | No | 55.593789 | 182.701736 | Low_spent_Medium_value_payments | 571.280808 | Poor | 236 |
45 | Accountant | 33410.450 | 4 | 6 | 19 | 0 | 31 | 0 | 10.91 | 1.0 | Standard | 693.39 | 31.796101 | Yes | 0.000000 | 273.734650 | Low_spent_Large_value_payments | 302.185766 | Standard | 335 |
29 | Entrepreneur | 16662.535 | 4 | 5 | 19 | 7 | 21 | 17 | 16.17 | 6.0 | Standard | 1384.80 | 35.839026 | Yes | 88.455404 | 185.577875 | Low_spent_Small_value_payments | 162.421179 | Standard | 135 |
24 | Musician | 36641.860 | 6 | 6 | 15 | 2 | 30 | 17 | 10.23 | 7.0 | Standard | 1467.95 | 24.339006 | Yes | 37.416359 | 149.702829 | Low_spent_Small_value_payments | 403.729645 | Standard | 356 |
41 | Engineer | 71766.060 | 8 | 4 | 15 | 4 | 0 | 8 | 7.06 | 4.0 | Standard | 940.66 | 40.525263 | NM | 198.309054 | 452.313250 | Low_spent_Small_value_payments | 236.228196 | Standard | 264 |
26 | Journalist | 31113.360 | 3 | 5 | 7 | 3 | 29 | 10 | 4.46 | 7.0 | Standard | 1151.70 | 34.975039 | Yes | 73.152983 | 103.464108 | High_spent_Medium_value_payments | 351.460909 | Standard | 161 |
28 | Lawyer | 105565.710 | 7 | 3 | 7 | 0 | 17 | 16 | 15.63 | 9.0 | Standard | 1024.88 | 27.007037 | Yes | 0.000000 | 333.951557 | High_spent_Medium_value_payments | 797.362693 | Standard | 0 |
40 | Lawyer | 16259.845 | 3 | 7 | 6 | 4 | 6 | 12 | 1.60 | 0.0 | Good | 1118.03 | 39.232457 | No | 36.084269 | 111.033552 | Low_spent_Small_value_payments | 282.780887 | Good | 389 |
18 | Media_Manager | 79708.890 | 4 | 5 | 17 | 2 | 24 | 19 | 4.01 | 7.0 | Standard | 1262.12 | 29.703124 | NM | 125.399659 | 211.363213 | High_spent_Small_value_payments | 582.577878 | Standard | 341 |
26 | Journalist | 22015.680 | 6 | 5 | 7 | 5 | 27 | 12 | 17.68 | 4.0 | Standard | 775.52 | 28.666572 | Yes | 74.741710 | 86.621052 | High_spent_Medium_value_payments | 292.401238 | Standard | 148 |
33 | Scientist | 44382.880 | 7 | 7 | 1 | 0 | 11 | 19 | 11.08 | 1.0 | Good | 115.63 | 32.911411 | No | 0.000000 | 147.953284 | Low_spent_Large_value_payments | 495.204049 | Poor | 267 |
23 | Lawyer | 87939.040 | 2 | 4 | 11 | 2 | 8 | 7 | 5.98 | 4.0 | Good | 320.89 | 30.670135 | No | 74.007748 | 128.345336 | High_spent_Medium_value_payments | 781.972250 | Standard | 305 |
42 | Architect | 95596.350 | 5 | 7 | 12 | 3 | 11 | 1 | 5.16 | 2.0 | Good | 64.69 | 31.658594 | No | 182.275831 | 728.666101 | Low_spent_Medium_value_payments | 171.494318 | Good | 182 |
31 | Developer | 38035.760 | 5 | 4 | 3 | 3 | 10 | 4 | 9.41 | 3.0 | Good | 193.26 | 34.836921 | No | 93.455111 | 44.487513 | High_spent_Large_value_payments | 407.322044 | Good | 0 |
28 | Writer | 12498.945 | 5 | 3 | 18 | 4 | 17 | 12 | 9.10 | 0.0 | Standard | 695.46 | 31.959738 | No | 30.871491 | 93.809428 | Low_spent_Medium_value_payments | 272.676956 | Good | 374 |
50 | Developer | 22879.520 | 5 | 6 | 7 | 0 | 15 | 9 | 12.41 | 0.0 | Standard | 902.29 | 29.312409 | Yes | 0.000000 | 160.079747 | Low_spent_Medium_value_payments | 290.382920 | Standard | 227 |
39 | Architect | 11073.600 | 3 | 3 | 13 | 4 | 8 | 12 | 8.78 | 2.0 | Standard | 1097.02 | 37.859534 | NM | 27.757644 | 88.785912 | Low_spent_Small_value_payments | 243.436444 | Standard | 387 |
41 | Musician | 146771.720 | 5 | 4 | 19 | 2 | 5 | 9 | 6.72 | 1.0 | Standard | 48.79 | 30.345977 | No | 194.960034 | 147.654284 | High_spent_Large_value_payments | 1117.183349 | Poor | 357 |
56 | Accountant | 41563.690 | 5 | 4 | 6 | 3 | 12 | 0 | 2.47 | 4.0 | Good | 1306.64 | 31.894547 | No | 72.672128 | 232.433492 | Low_spent_Medium_value_payments | 344.058464 | Good | 380 |
28 | Manager | 32303.730 | 4 | 1 | 5 | 3 | 15 | 3754 | 7.80 | 0.0 | Good | 1232.34 | 28.913293 | No | 43.449266 | 248.585043 | Low_spent_Large_value_payments | 270.763441 | Good | 254 |
33 | Writer | 33768.350 | 6 | 6 | 10 | 2 | 12 | 9 | 6.23 | 3.0 | Standard | 535.64 | 33.524027 | No | 29.059799 | 124.633582 | High_spent_Small_value_payments | 412.809535 | Standard | 218 |
35 | Media_Manager | 19593.130 | 7 | 6 | 16 | 0 | 5 | 11 | 0.00 | 4.0 | Standard | 624.41 | 24.718400 | Yes | 0.000000 | 163.119144 | Low_spent_Small_value_payments | 297.056939 | Standard | 319 |
35 | Musician | 30619.560 | 5 | 7 | 16 | 6 | 14 | 21 | 17.12 | 6.0 | Standard | 711.08 | 36.053320 | Yes | 137.793167 | 270.761156 | Low_spent_Medium_value_payments | 141.908677 | Poor | 153 |
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