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ID | Описание | Дата |
---|---|---|
b620e95d-6482-4da2-93d3-952b300a1552 | extend clicks-and-mortar communities | 2023-03-06 |
6278ff35-beca-4c4d-a632-c6264804458e | iterate end-to-end platforms | 1971-10-14 |
14744af9-e6b4-4e1f-907b-ed5dcb87e28b | cultivate proactive paradigms | 1973-03-29 |
f5dbcb2d-3efe-48f1-9329-ad5d1257c344 | mesh frictionless synergies | 1980-02-15 |
6f8d1022-110d-4e34-aeaa-cab0195f57e2 | drive cross-media infrastructures | 2007-11-02 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
36 | Manager | 71681.400 | 3 | 6 | 15 | 1 | 4 | 8 | 10.44 | 0.0 | Standard | 1293.02 | 33.041499 | Yes | 53.923514 | 120.890142 | High_spent_Large_value_payments | 645.131344 | Good | 310 |
20 | Scientist | 78139.420 | 3 | 5 | 1 | 0 | 15 | 1 | 3.26 | 4.0 | Good | 1116.88 | 25.031272 | No | 0.000000 | 318.365663 | Low_spent_Large_value_payments | 583.196170 | Good | 368 |
55 | Media_Manager | 43307.120 | 0 | 4 | 12 | 3 | 3 | 1668 | 0.95 | 6.0 | Good | 301.82 | 37.383277 | No | 63.521649 | 489.279306 | Low_spent_Small_value_payments | 123.691712 | Standard | 289 |
35 | Architect | 32881.920 | 4 | 7 | 10 | 2 | 11 | 1 | 4.60 | 0.0 | Good | 479.81 | 32.290748 | NM | 33.243200 | 332.936960 | Low_spent_Small_value_payments | 197.135840 | Standard | 226 |
48 | Accountant | 98509.710 | 5 | 6 | 6 | 1 | 14 | 9 | 7.38 | 8.0 | Standard | 83.94 | 38.839801 | No | 55.703407 | 698.412902 | Low_spent_Small_value_payments | 355.597940 | Poor | 194 |
16 | Journalist | 61277.550 | 5 | 6 | 14 | 2 | 5 | 15 | 15.54 | 5.0 | Standard | 1380.47 | 36.465370 | Yes | 88.566258 | 308.990067 | High_spent_Small_value_payments | 350.089924 | Standard | 92 |
48 | Developer | 66120.990 | 7 | 4 | 20 | 2 | 14 | 14 | 11.65 | 0.0 | Standard | 553.15 | 35.910440 | NM | 95.358102 | 180.721079 | High_spent_Medium_value_payments | 540.429069 | Standard | 0 |
47 | Teacher | 11617.390 | 7 | 7 | 16 | 1 | 22 | 16 | 11.01 | 7.0 | Standard | 816.39 | 36.014756 | Yes | 5.463309 | 101.798803 | Low_spent_Small_value_payments | 267.749472 | Good | 388 |
48 | Teacher | 85840.340 | 1 | 5 | 1 | 3 | 1 | 3 | 2.32 | 1.0 | Good | 270.42 | 35.084193 | NM | 172.055012 | 158.491124 | High_spent_Medium_value_payments | 635.890031 | Standard | 286 |
39 | Lawyer | 95329.230 | 4 | 1 | 8 | 1 | 13 | 2 | 5.74 | 0.0 | Good | 832.55 | 26.094511 | No | 78.199023 | 455.229915 | Low_spent_Medium_value_payments | 532.881312 | Good | 362 |
44 | Doctor | 14954.745 | 6 | 4 | 20 | 6 | 17 | 13 | 14.91 | 6.0 | Standard | 255.76 | 28.770090 | Yes | 54.367742 | 69.793554 | Low_spent_Small_value_payments | 298.961579 | Standard | 217 |
37 | Lawyer | 34978.290 | 3 | 6 | 13 | 4 | 10 | 13 | 15.40 | 6.0 | Standard | 1219.82 | 30.683027 | Yes | 79.502456 | 74.515449 | High_spent_Large_value_payments | 386.467845 | Good | 201 |
28 | Media_Manager | 55245.880 | 3 | 3 | 12 | 2 | 11 | 18 | 11.32 | 6.0 | Standard | 137.95 | 39.412943 | Yes | 54.556181 | 189.415410 | Low_spent_Small_value_payments | 532.210743 | Standard | 126 |
30 | Doctor | 24813.210 | 6 | 4 | 18 | 3 | 23 | 17 | 2.35 | 4.0 | Standard | 573.77 | 25.358145 | Yes | 31.605566 | 0.000000 | High_spent_Medium_value_payments | 359.268147 | Standard | 0 |
29 | Doctor | 32438.590 | 3 | 4 | 2 | 2 | 15 | 18 | 10.62 | 4.0 | Good | 64.65 | 26.736390 | No | 38.481829 | 132.294997 | High_spent_Small_value_payments | 370.344757 | Good | 196 |
38 | Manager | 9917.025 | 5 | 6 | 17 | 2 | 9 | 15 | 13.96 | 8.0 | Standard | 1065.19 | 27.346913 | Yes | 14.199058 | 54.760318 | Low_spent_Medium_value_payments | 320.982499 | Standard | 147 |
15 | Media_Manager | 26938.020 | 3 | 5 | 8 | 4 | 19 | 10 | 11.43 | 4.0 | Standard | 579.96 | 35.837134 | Yes | 79.047610 | 67.238780 | Low_spent_Large_value_payments | 351.497109 | Standard | 0 |
45 | Scientist | 29313.300 | 4 | 5 | 1 | 3 | 3 | 0 | 5.95 | 7.0 | Good | 341.96 | 26.285585 | No | 52.217020 | 44.245601 | High_spent_Small_value_payments | 378.714879 | Standard | 388 |
20 | Doctor | 23838.090 | 5 | 6 | 13 | 4 | 23 | 10 | 7.15 | 7.0 | Standard | 802.30 | 39.303354 | Yes | 53.308099 | 80.450438 | Low_spent_Large_value_payments | 339.392213 | Poor | 365 |
26 | Engineer | 112030.920 | 1 | 4 | 4 | 2 | 9 | 11 | 9.15 | 0.0 | Good | 1385.67 | 31.332834 | No | 151.158299 | 360.914602 | High_spent_Medium_value_payments | 674.818099 | Good | 354 |
26 | Musician | 74203.380 | 4 | 3 | 19 | 0 | 14 | 17 | 12.88 | 9.0 | Standard | 1360.21 | 27.918627 | Yes | 0.000000 | 292.677036 | Low_spent_Medium_value_payments | 576.484464 | Standard | 187 |
53 | Musician | 123800.800 | 5 | 3 | 7 | 2 | 7 | 6 | 7.21 | 1.0 | Good | 832.14 | 40.594688 | No | 104.692637 | 235.406841 | High_spent_Large_value_payments | 911.573855 | Good | 292 |
26 | Architect | 43704.550 | 4 | 5 | 10 | 3 | 9 | 6 | 6.39 | 0.0 | Good | 737.37 | 37.834683 | No | 81.483977 | 54.764926 | High_spent_Large_value_payments | 451.855680 | Standard | 325 |
30 | Doctor | 15440.420 | 7 | 6 | 13 | 0 | 9 | 13 | 7.48 | 4.0 | Standard | 1277.85 | 35.180144 | Yes | 0.000000 | 52.760734 | High_spent_Medium_value_payments | 346.909433 | Standard | 0 |
52 | Journalist | 89607.240 | 0 | 5 | 12 | 2 | 13 | 3 | 3.54 | 7.0 | Good | 715.19 | 37.694429 | No | 147.847009 | 0.000000 | High_spent_Medium_value_payments | 729.532756 | Good | 361 |
18 | Doctor | 25454.670 | 4 | 3 | 7 | 0 | 24 | 13 | 1.61 | 0.0 | Standard | 256.91 | 35.252383 | No | 0.000000 | 39.665361 | High_spent_Medium_value_payments | 416.156889 | Standard | 368 |
32 | Writer | 21205.820 | 3 | 3 | 3 | 0 | 11 | 0 | 10.72 | 3.0 | Good | 848.17 | 32.315591 | No | 0.000000 | 229.615300 | Low_spent_Small_value_payments | 248.399867 | Poor | 286 |
36 | Entrepreneur | 13701.675 | 8 | 6 | 19 | 1 | 10 | 10 | 11.90 | 5.0 | Standard | 1060.40 | 31.901727 | Yes | 7.968655 | 76.821673 | Low_spent_Medium_value_payments | 318.490298 | Standard | 283 |
42 | Engineer | 8898.785 | 9 | 5 | 30 | 8 | 24 | 17 | 9.36 | 10.0 | Bad | 1292.14 | 32.161954 | Yes | 54.340084 | 117.692950 | Low_spent_Small_value_payments | 215.323508 | Poor | 102 |
51 | Journalist | 113630.400 | 4 | 5 | 5 | 0 | 12 | 8 | 9.80 | 3.0 | Good | 115.38 | 30.057256 | No | 0.000000 | 218.896119 | High_spent_Medium_value_payments | 1003.023881 | Good | 327 |
36 | Developer | 70144.540 | 3 | 3 | 14 | 3 | 29 | 14 | 11.95 | 5.0 | Standard | 819.99 | 31.839758 | Yes | 156.992388 | 0.000000 | High_spent_Medium_value_payments | 573.865006 | Standard | 185 |
43 | Accountant | 17137.710 | 8 | 7 | 10 | 2 | 11 | 15 | 7.91 | 6.0 | Standard | 1486.83 | 32.543075 | No | 18.574107 | 201.967025 | Low_spent_Small_value_payments | 223.873117 | Standard | 237 |
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