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ID | Описание | Дата |
---|---|---|
16538f0d-3618-4c5a-a174-b35491b00a35 | generate scalable e-commerce | 1972-08-06 |
62606d3b-8c85-4d3c-8d5a-cbf18557880f | leverage distributed mindshare | 2020-05-29 |
1beb364f-6fd8-4ea2-8abd-5e5252ec5c95 | maximize magnetic applications | 2022-08-08 |
50f3a1b1-6b94-4ed4-ad26-072342b535f4 | expedite turn-key users | 1995-04-27 |
e954c8c0-c63a-4f54-805b-4cb7fe9005fc | synthesize holistic deliverables | 2010-05-26 |
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 | Lawyer | 73928.460 | 4 | 5 | 8 | 0 | 8 | 7 | 10.14 | 2.0 | Good | 548.20 | 40.712187 | No | 0.000000 | 150.059734 | High_spent_Medium_value_payments | 698.810766 | Good | 0 |
17 | Journalist | 49447.740 | 7 | 4 | 9 | 5 | 20 | 18 | 8.34 | 6.0 | Standard | 1286.68 | 33.639713 | Yes | 147.003870 | 302.387677 | Low_spent_Small_value_payments | 268.872952 | Standard | 149 |
25 | Engineer | 39564.520 | 1 | 6 | 1 | 1 | 6 | 4 | 2.72 | 4.0 | Good | 253.96 | 39.134906 | No | 31.016238 | 242.102526 | Low_spent_Medium_value_payments | 356.985570 | Standard | 305 |
16 | Media_Manager | 49417.520 | 4 | 5 | 9 | 6 | 26 | 17 | 8.69 | 7.0 | Standard | 1182.62 | 27.356965 | Yes | 162.127336 | 558.148607 | Low_spent_Small_value_payments | 0.000000 | Standard | 180 |
21 | Scientist | 28187.350 | 6 | 5 | 12 | 4 | 8 | 14 | 15.09 | 9.0 | Standard | 321.76 | 30.056225 | Yes | 83.617233 | 0.000000 | Low_spent_Large_value_payments | 258.181510 | Standard | 194 |
32 | Engineer | 73475.020 | 0 | 5 | 8 | 3 | 26 | 9 | 5.60 | 1.0 | Good | 148.21 | 31.293031 | No | 177.016847 | 660.583349 | Low_spent_Small_value_payments | 74.991637 | Poor | 202 |
18 | Writer | 8780.975 | 5 | 4 | 20 | 6 | 16 | 8 | 14.82 | 4.0 | Standard | 851.71 | 38.958395 | Yes | 36.748314 | 52.848790 | Low_spent_Small_value_payments | 243.977688 | Poor | 135 |
41 | Writer | 18329.930 | 7 | 6 | 6 | 6 | 17 | 11 | 18.41 | 5.0 | Standard | 161.04 | 23.751202 | Yes | 51.967094 | 149.576076 | Low_spent_Small_value_payments | 219.706246 | Standard | 233 |
21 | Lawyer | 28560.710 | 4 | 7 | 12 | 1 | 3 | 9 | 8.79 | 2.0 | Good | 24.57 | 25.095277 | No | 13.797063 | 114.625332 | Low_spent_Small_value_payments | 405.983522 | Standard | 335 |
28 | Scientist | 20734.160 | 7 | 5 | 19 | 1 | 25 | 13 | 6.51 | 2.0 | Standard | 1344.19 | 34.279749 | NM | 12.653109 | 46.258145 | High_spent_Medium_value_payments | 389.573412 | Standard | 276 |
19 | Manager | 11436.150 | 4 | 7 | 14 | 4 | 11 | 10 | 17.33 | 8.0 | Standard | 339.47 | 33.713208 | Yes | 23.059579 | 17.250921 | High_spent_Small_value_payments | 312.990750 | Standard | 233 |
42 | Musician | 168899.440 | 4 | 4 | 4 | 1 | 2 | 8 | 0.96 | 0.0 | Good | 826.84 | 35.903096 | No | 71.851574 | 860.433585 | Low_spent_Medium_value_payments | 768.910174 | Good | 364 |
29 | Engineer | 21298.530 | 4 | 5 | 17 | 4 | 12 | 17 | 7.69 | 0.0 | Standard | 134.95 | 33.093118 | No | 65.545824 | 75.298377 | High_spent_Small_value_payments | 316.343549 | Good | 241 |
49 | Engineer | 21596.240 | 4 | 6 | 6 | 2 | 9 | 5 | 9.06 | 4.0 | Good | 128.19 | 33.770875 | No | 34.936641 | 66.453823 | High_spent_Small_value_payments | 354.878202 | Good | 198 |
31 | Journalist | 32599.320 | 3 | 6 | 7 | 1 | 13 | 6 | 6.61 | 1.0 | Good | 1331.03 | 29.531052 | No | 27.132787 | 133.865185 | Low_spent_Small_value_payments | 373.563028 | Standard | 378 |
18 | Accountant | 28876.410 | 8 | 4 | 6 | 4 | 18 | 0 | 0.00 | 8.0 | Standard | 812.50 | 33.908053 | Yes | 50.293822 | 249.243542 | Low_spent_Small_value_payments | 258.699386 | Poor | 97 |
22 | Lawyer | 38165.060 | 4 | 3 | 6 | 1 | 4 | 7 | 8.91 | 4.0 | Good | 1109.10 | 39.143385 | No | 17.436988 | 162.964328 | High_spent_Small_value_payments | 406.940850 | Good | 277 |
37 | Engineer | 35185.560 | 6 | 4 | 14 | 3 | 5 | 13 | 7.14 | 0.0 | Standard | 379.47 | 27.281420 | No | 83.278064 | 0.000000 | High_spent_Medium_value_payments | 370.031682 | Standard | 249 |
51 | Writer | 40331.050 | 5 | 5 | 3 | 2 | 31 | 10 | 10.56 | 2.0 | Good | 767.89 | 39.404104 | No | 64.765007 | 0.000000 | High_spent_Medium_value_payments | 372.101325 | Poor | 240 |
27 | Journalist | 63597.740 | 3 | 7 | 7 | 1 | 29 | 16 | 17.67 | 5.0 | Standard | 1167.37 | 30.861519 | Yes | 50.170577 | 203.736950 | Low_spent_Medium_value_payments | 562.073639 | Poor | 77 |
54 | Doctor | 66882.740 | 4 | 3 | 3 | 3 | 10 | 5 | 5.69 | 7.0 | Good | 1472.91 | 32.466579 | No | 108.432262 | 520.159298 | Low_spent_Medium_value_payments | 217.064607 | Standard | 214 |
25 | Engineer | 61056.300 | 3 | 7 | 8 | 2 | 5 | 13 | 15.87 | 6.0 | Standard | 566.34 | 38.658362 | Yes | 83.573795 | 174.423964 | Low_spent_Medium_value_payments | 530.604741 | Standard | 0 |
16 | Musician | 40181.480 | 5 | 4 | 13 | 4 | 31 | 9 | 12.52 | 8.0 | Standard | 854.72 | 39.356880 | Yes | 101.473790 | 198.547137 | High_spent_Small_value_payments | 265.424740 | Standard | 216 |
48 | Mechanic | 97838.310 | 0 | 3 | 4 | 1 | 5 | 7 | 7.77 | 3.0 | Good | 56.47 | 31.846287 | NM | 74.847495 | 0.000000 | High_spent_Large_value_payments | 899.641363 | Good | 0 |
38 | Accountant | 23026.480 | 6 | 6 | 7 | 4 | 5 | 20 | 9.66 | 0.0 | Good | 328.81 | 29.887559 | No | 68.502470 | 48.250288 | High_spent_Medium_value_payments | 312.234575 | Good | 383 |
37 | Doctor | 16862.880 | 8 | 8 | 22 | 7 | 52 | 20 | 19.07 | 7.0 | Standard | 1377.71 | 34.343821 | Yes | 81.804037 | 122.496523 | Low_spent_Medium_value_payments | 203.023440 | Poor | 0 |
32 | Architect | 33599.080 | 5 | 5 | 13 | 4 | 13 | 0 | 7.18 | 5.0 | Standard | 743.60 | 26.698114 | NM | 95.596660 | 0.000000 | High_spent_Small_value_payments | 341.591406 | Standard | 321 |
22 | Manager | 26760.950 | 4 | 4 | 9 | 2 | 5 | 9 | 13.31 | 3.0 | Standard | 244.29 | 29.815082 | Yes | 34.266396 | 202.053471 | Low_spent_Small_value_payments | 279.088050 | Standard | 231 |
43 | Architect | 37424.090 | 4 | 5 | 5 | 2 | 1 | 5 | 3.55 | 1.0 | Good | 509.45 | 26.642267 | No | 62.107429 | 75.455075 | High_spent_Large_value_payments | 420.704913 | Standard | 343 |
26 | Media_Manager | 81430.320 | 6 | 6 | 10 | 1 | 18 | 18 | 16.75 | 3.0 | Standard | 794.73 | 33.465784 | Yes | 48.482084 | 555.973022 | Low_spent_Large_value_payments | 330.830895 | Standard | 390 |
52 | Writer | 68629.600 | 6 | 5 | 14 | 1 | 25 | 0 | 4.50 | 0.0 | Standard | 1323.17 | 38.265945 | NM | 38.679038 | 114.932433 | High_spent_Medium_value_payments | 650.401863 | Standard | 248 |
41 | Writer | 76881.840 | 3 | 7 | 6 | 1 | 0 | 10 | 17.03 | 9.0 | Good | 257.87 | 37.133895 | No | 61.440036 | 125.104156 | High_spent_Large_value_payments | 706.437807 | Standard | 0 |
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