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ID | Описание | Дата |
---|---|---|
2d20e0aa-00b2-4f5a-8946-7e672fe3771c | re-intermediate vertical e-commerce | 2021-10-01 |
66dca1a7-ba59-4615-94dd-3851cd80b989 | drive sticky interfaces | 2015-05-05 |
788bd7ce-4813-4076-90e6-7d990b707410 | aggregate cutting-edge deliverables | 1980-09-21 |
00abf9d8-38e6-4dc9-b511-cb9f1c22e203 | engage user-centric e-commerce | 1995-03-10 |
82d25d0d-3629-42fd-b81b-ea0e7a5f25b9 | cultivate vertical metrics | 1992-03-06 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21 | Accountant | 31069.320 | 2 | 3 | 12 | 2 | 9 | 2 | 7.78 | 7.0 | Good | 343.60 | 38.878269 | No | 34.168604 | 0.000000 | Low_spent_Small_value_payments | 221.008274 | Good | 233 |
48 | Scientist | 31557.730 | 0 | 5 | 6 | 2 | 10 | 12 | 0.55 | 5.0 | Good | 1323.96 | 40.085082 | No | 28.793688 | 201.187923 | Low_spent_Small_value_payments | 347.799472 | Poor | 289 |
42 | Architect | 132861.600 | 5 | 7 | 20 | 1 | 29 | 11 | 14.35 | 8.0 | Standard | 1055.32 | 35.384027 | Yes | 66.603729 | 673.646570 | Low_spent_Medium_value_payments | 664.129701 | Poor | 0 |
22 | Engineer | 15652.990 | 1 | 5 | 5 | 1 | 10 | 5 | 5.86 | 2.0 | Good | 37.63 | 30.579121 | No | 10.822469 | 44.735970 | High_spent_Small_value_payments | 336.283144 | Good | 365 |
26 | Media_Manager | 59458.290 | 8 | 5 | 13 | 1 | 27 | 20 | 10.62 | 1.0 | Standard | 1114.52 | 28.875115 | Yes | 26.333037 | 56.953233 | High_spent_Large_value_payments | 625.999480 | Standard | 231 |
24 | Teacher | 58704.260 | 6 | 3 | 8 | 1 | 18 | 15 | 4.32 | 2.0 | Standard | 244.69 | 27.476284 | Yes | 38.323346 | 364.666734 | Low_spent_Medium_value_payments | 371.012086 | Standard | 302 |
18 | Engineer | 22324.105 | 1 | 4 | 4 | 3 | 13 | 8 | 8.72 | 1.0 | Good | 874.44 | 30.151351 | No | 45.025751 | 0.000000 | High_spent_Medium_value_payments | 335.084779 | Standard | 374 |
33 | Scientist | 68090.850 | 7 | 4 | 20 | 1 | 6 | 13 | 2.43 | 9.0 | Standard | 791.78 | 38.747963 | No | 31.245931 | 196.557357 | High_spent_Medium_value_payments | 593.920461 | Standard | 276 |
23 | Manager | 78426.520 | 8 | 4 | 9 | 0 | 14 | 11 | 3.66 | 4.0 | Standard | 1221.49 | 24.951093 | Yes | 0.000000 | 512.566553 | Low_spent_Medium_value_payments | 405.787780 | Standard | 187 |
35 | Media_Manager | 167883.840 | 5 | 6 | 3 | 1 | 5 | 4 | 11.72 | 4.0 | Good | 948.18 | 30.281590 | No | 86.951681 | 560.879023 | Low_spent_Medium_value_payments | 1031.201296 | Standard | 369 |
33 | Engineer | 74178.040 | 1 | 3 | 10 | 1 | 12 | 8 | 1.40 | 4.0 | Good | 64.38 | 23.814185 | NM | 52.807927 | 550.788066 | Low_spent_Medium_value_payments | 306.354340 | Standard | 0 |
43 | Lawyer | 92200.680 | 2 | 6 | 1 | 1 | 21 | 5 | 4.67 | 3.0 | Good | 936.63 | 36.127282 | No | 52.433667 | 58.858794 | High_spent_Large_value_payments | 869.146539 | Standard | 338 |
41 | Teacher | 130435.860 | 4 | 6 | 9 | 2 | 17 | 0 | 10.85 | 0.0 | Good | 942.71 | 43.334317 | No | 188.186133 | 230.977926 | High_spent_Large_value_payments | 883.201440 | Poor | 357 |
24 | Musician | 35880.370 | 4 | 1 | 8 | 2 | 0 | 1 | 10.12 | 2.0 | Good | 117.91 | 38.781325 | No | 55.680936 | 97.131527 | High_spent_Medium_value_payments | 402.890621 | Good | 256 |
49 | Accountant | 89427.120 | 6 | 5 | 9 | 0 | 27 | 17 | 18.15 | 1.0 | Standard | 1286.50 | 40.392339 | NM | 0.000000 | 62.188975 | High_spent_Large_value_payments | 926.337025 | Standard | 353 |
42 | Architect | 77245.470 | 2 | 5 | 18 | 3 | 31 | 16 | 13.53 | 9.0 | Standard | 1251.67 | 28.455576 | Yes | 119.467164 | 148.000330 | High_spent_Large_value_payments | 639.644756 | Standard | 0 |
26 | Teacher | 43319.960 | 3 | 7 | 3 | 0 | 12 | 0 | 3.47 | 0.0 | Good | 572.17 | 22.657908 | No | 0.000000 | 242.383436 | High_spent_Small_value_payments | 395.416231 | Standard | 218 |
29 | Accountant | 79556.370 | 8 | 5 | 19 | 0 | 7 | 20 | 9.88 | 7.0 | Standard | 1191.79 | 26.794984 | Yes | 0.000000 | 440.741410 | Low_spent_Large_value_payments | 467.128340 | Standard | 360 |
25 | Developer | 88918.540 | 4 | 4 | 11 | 2 | 19 | 8 | 1.24 | 6.0 | Good | 1194.53 | 42.779733 | NM | 110.417655 | 139.031663 | High_spent_Medium_value_payments | 766.338515 | Poor | 299 |
38 | Doctor | 21585.130 | 7 | 4 | 17 | 4 | 25 | 20 | 15.55 | 0.0 | Standard | 83.55 | 27.187629 | Yes | 67.602500 | 101.875370 | Low_spent_Small_value_payments | 273.098213 | Standard | 203 |
45 | Writer | 77672.340 | 3 | 1 | 2 | 3 | 10 | 4 | 6.76 | 3.0 | Good | 813.20 | 28.093022 | No | 139.071777 | 450.446458 | High_spent_Small_value_payments | 347.151265 | Good | 0 |
25 | Architect | 141477.560 | 2 | 1 | 3 | 1 | 14 | 11 | 2.39 | 2.0 | Good | 202.48 | 28.401417 | NM | 66.259119 | 821.636335 | Low_spent_Medium_value_payments | 593.384213 | Good | 187 |
19 | Writer | 19358.370 | 7 | 10 | 15 | 5 | 24 | 26 | 14.41 | 9.0 | Bad | 1486.17 | 24.729654 | Yes | 50.985433 | 78.853458 | High_spent_Small_value_payments | 295.980859 | Poor | 94 |
33 | Architect | 15784.290 | 5 | 5 | 9 | 7 | 7 | 12 | 11.83 | 7.0 | Standard | 485.24 | 39.160801 | Yes | 91.891976 | 87.315014 | Low_spent_Large_value_payments | 205.528760 | Standard | 0 |
40 | Accountant | 14717.280 | 5 | 2 | 11 | 3 | 9 | 0 | 5.89 | 3.0 | Good | 148.52 | 38.459288 | No | 31.083719 | 66.553873 | Low_spent_Small_value_payments | 299.306408 | Good | 251 |
34 | Architect | 60574.480 | 6 | 10 | 24 | 2 | 25 | 12 | 7.41 | 11.0 | Standard | 1304.08 | 40.168675 | Yes | 94.273044 | 95.996937 | High_spent_Large_value_payments | 583.617353 | Poor | 87 |
45 | Engineer | 71554.680 | 3 | 6 | 12 | 2 | 11 | 13 | 16.49 | 1.0 | Standard | 90.14 | 32.559801 | Yes | 103.397674 | 82.106698 | High_spent_Medium_value_payments | 640.384628 | Standard | 371 |
23 | Musician | 80511.840 | 4 | 7 | 2 | 0 | 8 | 20 | 10.11 | 5.0 | Good | 1048.69 | 35.743457 | No | 0.000000 | 346.340770 | High_spent_Small_value_payments | 567.891230 | Good | 241 |
35 | Manager | 11810.515 | 8 | 4 | 17 | 2 | 25 | 13 | 11.60 | 6.0 | Standard | 619.50 | 36.685713 | Yes | 16.714255 | 111.854085 | Low_spent_Small_value_payments | 262.652618 | Poor | 399 |
50 | Teacher | 28497.510 | 4 | 6 | 4 | 1 | 14 | 11 | 3.67 | 0.0 | Good | 288.92 | 31.180182 | No | 21.648625 | 133.179661 | Low_spent_Small_value_payments | 389.450964 | Standard | 242 |
33 | Lawyer | 38011.720 | 7 | 6 | 8 | 4 | 34 | 14 | 19.04 | 10.0 | Standard | 1477.54 | 32.592980 | Yes | 95.231285 | 43.488343 | High_spent_Medium_value_payments | 424.044706 | Standard | 85 |
53 | Architect | 8544730.000 | 5 | 4 | 5 | 3 | 9 | 6 | 3.98 | 2.0 | Good | 1019.46 | 26.702382 | No | 86.809918 | 117.838682 | High_spent_Medium_value_payments | 365.167567 | Standard | 200 |
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