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ID | Описание | Дата |
---|---|---|
b7297ec8-ab48-437f-a25d-d584079e585c | engage value-added models | 2021-10-26 |
a94409e9-861b-4d49-899d-eeaa77b32886 | incentivize killer web services | 1976-11-20 |
4b37a08e-2841-4534-bd14-4e1dc12f969b | visualize interactive relationships | 1976-09-24 |
058099df-df5b-41ce-925f-ec4a061fcf24 | engineer 24/7 supply-chains | 2022-10-02 |
c89c1651-ad05-480c-9192-9dc5766e3bc0 | engage killer metrics | 1995-01-12 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40 | Accountant | 98197.740 | 5 | 6 | 6 | 3 | 30 | 0 | 9.09 | 7.0 | Standard | 627.50 | 24.382013 | NM | 138.541977 | 679.790835 | Low_spent_Small_value_payments | 272.181688 | Standard | 299 |
21 | Lawyer | 58698.080 | 8 | 4 | 10 | 2 | 20 | 14 | 9.75 | 5.0 | Good | 453.31 | 40.790640 | NM | 91.962713 | 202.750414 | High_spent_Medium_value_payments | 447.037539 | Standard | 190 |
56 | Engineer | 107458.200 | 8 | 3 | 7 | 1 | 14 | 10 | 6.64 | 1.0 | Good | 244.50 | 25.569989 | NM | 89.406008 | 366.919204 | High_spent_Small_value_payments | 673.559788 | Good | 0 |
40 | Lawyer | 35417.270 | 0 | 3 | 3 | 2 | 5 | 2 | 7.80 | 3.0 | Good | 364.57 | 23.657635 | NM | 39.770365 | 175.796777 | Low_spent_Small_value_payments | 353.376775 | Good | 312 |
32 | Musician | 58792.740 | 1 | 4 | 1 | 0 | 13 | 12 | 2.82 | 2.0 | Good | 57.78 | 35.346406 | No | 0.000000 | 291.730915 | Low_spent_Large_value_payments | 465.908585 | Poor | 221 |
55 | Scientist | 68588.280 | 8 | 7 | 17 | 1 | 11 | 8 | 2.61 | 2.0 | Standard | 347.58 | 40.534147 | No | 35.651859 | 170.798617 | Low_spent_Medium_value_payments | 664.918524 | Poor | 364 |
55 | Accountant | 32946.220 | 0 | 7 | 10 | 2 | 3 | 3 | 10.03 | 4.0 | Good | 1330.02 | 33.741883 | No | 46.244585 | 41.022229 | High_spent_Large_value_payments | 439.285020 | Standard | 211 |
25 | Manager | 92091.870 | 5 | 4 | 8 | 1 | 13 | 2 | 6.36 | 0.0 | Good | 637.18 | 26.336567 | No | 49.008097 | 744.244846 | Low_spent_Medium_value_payments | 270.979308 | Poor | 310 |
26 | Manager | 38272.580 | 6 | 6 | 14 | 2 | 13 | 18 | 9.44 | 7.0 | Standard | 974.34 | 24.151653 | Yes | 63.270517 | 113.118836 | Low_spent_Medium_value_payments | 401.648814 | Standard | 237 |
40 | Doctor | 62901.080 | 4 | 6 | 10 | 3 | 8 | 14 | 18.58 | 6.0 | Standard | 228.25 | 27.429258 | Yes | 81.641270 | 175.376348 | High_spent_Small_value_payments | 505.558048 | Standard | 145 |
39 | Architect | 17235.115 | 0 | 1 | 1 | 1 | 12 | 10 | 11.37 | 2.0 | Good | 506.37 | 23.985574 | No | 13.580177 | 30.974484 | High_spent_Medium_value_payments | 374.771298 | Good | 307 |
21 | Scientist | 14125.040 | 5 | 4 | 7 | 2 | 2 | 7 | 3.00 | 0.0 | Good | 446.31 | 29.688112 | No | 14.539656 | 41.854180 | Low_spent_Small_value_payments | 353.814831 | Standard | 219 |
37 | Doctor | 40174.360 | 5 | 3 | 12 | 2 | 10 | 20 | 6.32 | 2.0 | Standard | 539.96 | 30.388653 | Yes | 64.401315 | 83.492112 | High_spent_Large_value_payments | 455.992906 | Good | 222 |
31 | Developer | 18237.780 | 10 | 7 | 19 | 7 | 52 | 21 | 3.40 | 7.0 | Bad | 1362.04 | 26.375085 | Yes | 87.999107 | 13.613838 | High_spent_Large_value_payments | 285.968554 | Poor | 194 |
53 | Scientist | 134790.560 | 4 | 5 | 14 | 1 | 30 | 13 | 2.93 | 2.0 | Standard | 349.04 | 41.640811 | Yes | 111.913326 | 151.861029 | High_spent_Medium_value_payments | 1091.580312 | Standard | 367 |
24 | Lawyer | 3234780.000 | 8 | 3 | 9 | 1 | 13 | 13 | 19.70 | 7.0 | Standard | 447.18 | 30.046538 | Yes | 40.104786 | 202.734720 | High_spent_Small_value_payments | 749.353745 | Standard | 306 |
55 | Architect | 28762.680 | 7 | 6 | 10 | 0 | 23 | 11 | 15.23 | 1.0 | Standard | 1391.77 | 29.009344 | Yes | 0.000000 | 150.541980 | High_spent_Small_value_payments | 337.647020 | Standard | 378 |
31 | Journalist | 28747.250 | 3 | 4 | 3 | 2 | 10 | 11 | 1.59 | 7.0 | Good | 1464.69 | 27.465630 | No | 153.472448 | 60.571986 | High_spent_Medium_value_payments | 395.353832 | Good | 192 |
45 | Musician | 41734.760 | 8 | 4 | 5 | 1 | 29 | 10 | 11.10 | 2.0 | Standard | 297.64 | 24.433289 | No | 19.350731 | 155.669584 | Low_spent_Large_value_payments | 463.869351 | Standard | 239 |
51 | Developer | 21960.095 | 4 | 2 | 7 | 1 | 5 | 3 | 8.58 | 4.0 | Good | 1246.99 | 36.990839 | No | 17.783520 | 186.724210 | Low_spent_Small_value_payments | 258.693061 | Good | 0 |
30 | Musician | 57864.600 | 7 | 7 | 13 | 3 | 10 | 12 | 17.16 | 4.0 | Standard | 539.17 | 33.634961 | Yes | 75.022160 | 158.930297 | Low_spent_Large_value_payments | 491.952543 | Standard | 374 |
29 | Scientist | 63675.120 | 3 | 4 | 14 | 0 | 6 | 21 | 1.02 | 2.0 | Standard | 681.31 | 34.116500 | NM | 0.000000 | 193.161467 | High_spent_Small_value_payments | 602.064533 | Good | 211 |
33 | Accountant | 43340.440 | 3 | 5 | 9 | 1 | 4 | 11 | 8.76 | 4.0 | Good | 539.33 | 37.729725 | No | 35.764458 | 0.000000 | Low_spent_Large_value_payments | 484.187025 | Good | 348 |
38 | Media_Manager | 126603.510 | 1 | 5 | 2 | 2 | 9 | 0 | 6.04 | 4.0 | Good | 545.67 | 37.710846 | No | 163.944482 | 111.587013 | High_spent_Large_value_payments | 1035.597755 | Good | 361 |
44 | Musician | 88165.800 | 4 | 4 | 4 | 1 | 9 | 11 | 6.04 | 4.0 | Good | 326.60 | 35.185878 | No | 57.707380 | 67.023575 | High_spent_Large_value_payments | 842.384045 | Standard | 298 |
39 | Engineer | 18105.320 | 5 | 6 | 7 | 1 | 4 | 5 | 5.69 | 2.0 | Good | 211.46 | 28.313047 | No | 13.311335 | 99.422595 | High_spent_Small_value_payments | 316.543736 | Standard | 383 |
34 | Media_Manager | 94312.050 | 5 | 6 | 5 | 1 | 11 | 10 | 0.53 | 0.0 | Good | 118.80 | 27.360149 | No | 61.367912 | 220.171864 | High_spent_Small_value_payments | 748.693974 | Poor | 389 |
43 | Mechanic | 99100.290 | 3 | 3 | 8 | 1 | 29 | 13 | 8.19 | 4.0 | Standard | 696.74 | 29.357842 | Yes | 50.081045 | 204.973387 | High_spent_Large_value_payments | 787.481318 | Standard | 390 |
26 | Architect | 118236.030 | 4 | 5 | 8 | 0 | 12 | 2 | 7.43 | 0.0 | Good | 699.62 | 30.750691 | No | 0.000000 | 162.126282 | High_spent_Large_value_payments | 1066.073968 | Standard | 263 |
53 | Architect | 165671.160 | 3 | 4 | 11 | 0 | 2 | 4 | 5.60 | 4.0 | Good | 52.76 | 32.659481 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 853.263337 | Standard | 344 |
44 | Accountant | 138873.280 | 2 | 3 | 3 | 2 | 6 | 1 | 3.00 | 3.0 | Good | 719.30 | 35.910034 | No | 149.684408 | 698.914448 | High_spent_Small_value_payments | 548.978477 | Good | 337 |
31 | Lawyer | 107911.600 | 3 | 3 | 17 | 2 | 20 | 18 | 11.31 | 2.0 | Standard | 1086.96 | 32.328957 | NM | 110.625989 | 163.175002 | High_spent_Large_value_payments | 883.062342 | Standard | 215 |
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