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ID | Описание | Дата |
---|---|---|
16b467fe-57c8-4313-a80b-f29e3aa3e572 | transition back-end e-markets | 1977-08-04 |
f2c8a044-868b-4039-ba54-7ef482c21043 | drive dot-com e-commerce | 1990-04-27 |
265ec873-80d5-4f8b-ba8b-3681724d8476 | transition best-of-breed vortals | 2004-09-26 |
d904b017-1d3e-47d8-a184-c27bd5aef9a5 | visualize distributed methodologies | 2019-10-17 |
9b46204e-2761-4bbd-a15a-9eca849b767f | repurpose proactive deliverables | 2002-04-29 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | Manager | 131577.84 | 2 | 3 | 3 | 2 | 11 | 2 | 1.53 | 2.0 | Good | 816.21 | 30.592040 | No | 185.412196 | 988.994679 | Low_spent_Medium_value_payments | 226.175125 | Good | 0 |
23 | Engineer | 34601.35 | 5 | 3 | 14 | 2 | 8 | 11 | 15.15 | 5.0 | Standard | 68.23 | 38.549126 | Yes | 30.198050 | 380.783356 | Low_spent_Small_value_payments | 193.163178 | Standard | 114 |
50 | Doctor | 24667.16 | 8 | 6 | 16 | 3 | 10 | 15 | 19.93 | 5.0 | Standard | 722.02 | 23.859451 | Yes | 49.237398 | 215.543733 | Low_spent_Small_value_payments | 253.678535 | Poor | 237 |
42 | Architect | 36690.32 | 3 | 3 | 9 | 6 | 10 | 17 | 14.07 | 6.0 | Standard | 874.85 | 26.765560 | NM | 134.088292 | 43.334460 | High_spent_Medium_value_payments | 364.829915 | Standard | 201 |
15 | Writer | 24444.20 | 8 | 7 | 12 | 6 | 27 | 8 | 5.24 | 4.0 | Standard | 718.42 | 28.982765 | Yes | 76.606972 | 57.394566 | High_spent_Medium_value_payments | 289.800128 | Standard | 175 |
50 | Teacher | 160454.04 | 3 | 7 | 2 | 2 | 2 | 0 | 2.63 | 2.0 | Good | 773.94 | 39.192947 | NM | 168.719499 | 915.159585 | Low_spent_Large_value_payments | 548.837916 | Standard | 313 |
18 | Media_Manager | 19784.23 | 7 | 9 | 19 | 5 | 53 | 17 | 3.63 | 12.0 | Bad | 1268.96 | 24.475382 | Yes | 66.817483 | 196.628486 | Low_spent_Small_value_payments | 213.222615 | Poor | 208 |
51 | Entrepreneur | 34229.35 | 3 | 2 | 12 | 4 | 9 | 1 | 11.04 | 2.0 | Good | 1180.77 | 28.816049 | No | 85.686974 | 253.139516 | Low_spent_Large_value_payments | 215.218093 | Good | 363 |
46 | Engineer | 29728.31 | 3 | 4 | 6 | 2 | 15 | 2 | 4.81 | 7.0 | Good | 917.00 | 37.958950 | No | 34.496445 | 268.713564 | Low_spent_Small_value_payments | 241.925907 | Good | 387 |
38 | Scientist | 51031.60 | 4 | 6 | 16 | 3 | 13 | 11 | 10.54 | 1.0 | Standard | 1437.83 | 24.794088 | NM | 113.159643 | 432.119294 | Low_spent_Medium_value_payments | 152.784397 | Standard | 203 |
23 | Developer | 19296.24 | 2 | 7 | 2 | 2 | 9 | 4 | 9.76 | 8.0 | Good | 826.02 | 35.682641 | NM | 25.329043 | 104.981424 | High_spent_Small_value_payments | 296.591533 | Good | 0 |
46 | Lawyer | 36742.54 | 3 | 6 | 9 | 4 | 22 | 14 | 19.73 | 9.0 | Standard | 1149.65 | 27.796486 | Yes | 80.434892 | 260.840232 | Low_spent_Small_value_payments | 238.112709 | Standard | 76 |
21 | Media_Manager | 18053.32 | 5 | 6 | 13 | 7 | 19 | 10 | 5.06 | 9.0 | Standard | 1262.85 | 35.285563 | Yes | 57.006098 | 36.257173 | Low_spent_Medium_value_payments | 309.881063 | Standard | 85 |
16 | Scientist | 61437.00 | 8 | 9 | 18 | 3 | 19 | 21 | 7.01 | 9.0 | Bad | 1405.26 | 26.420283 | Yes | 126.798433 | 125.547363 | High_spent_Small_value_payments | 519.129205 | Standard | 134 |
45 | Manager | 74106.94 | 4 | 5 | 9 | 0 | 10 | 0 | 2.06 | 4.0 | Good | 11.49 | 29.951741 | No | 0.000000 | 276.214096 | Low_spent_Large_value_payments | 584.043738 | Standard | 201 |
21 | Media_Manager | 35329.84 | 4 | 2 | 6 | 1 | 2 | 1 | 5.50 | 4.0 | Good | 898.38 | 38.110166 | No | 15.141197 | 109.727989 | High_spent_Medium_value_payments | 407.046148 | Good | 366 |
42 | Architect | 35758.39 | 3 | 3 | 15 | 3 | 26 | 18 | 8.82 | 9.0 | Standard | 785.19 | 24.888258 | Yes | 49.727924 | 35.868442 | High_spent_Medium_value_payments | 485.690218 | Standard | 0 |
37 | Doctor | 31680.74 | 6 | 6 | 26 | 3 | 20 | 18 | 7.56 | 10.0 | Bad | 1280.16 | 29.006000 | Yes | 72.435643 | 51.996451 | High_spent_Medium_value_payments | 392.574073 | Poor | 93 |
26 | Mechanic | 127581.00 | 3 | 3 | 7 | 0 | 17 | 14 | 19.79 | 8.0 | Standard | 194.65 | 26.197183 | Yes | 0.000000 | 909.313163 | Low_spent_Medium_value_payments | 406.561837 | Standard | 201 |
19 | Journalist | 99984.48 | 5 | 3 | 11 | 3 | 16 | 16 | 7.69 | 7.0 | Standard | 443.96 | 31.162746 | NM | 171.361022 | 904.076196 | Low_spent_Small_value_payments | 77.166782 | Standard | 174 |
49 | Developer | 69563.34 | 1 | 4 | 2 | 3 | 7 | 8 | 5.94 | 3.0 | Good | 164.52 | 31.876925 | No | 137.778067 | 89.741453 | High_spent_Medium_value_payments | 596.374980 | Standard | 233 |
47 | Writer | 27240.07 | 5 | 3 | 18 | 4 | 26 | 19 | 6.22 | 1.0 | Standard | 1301.08 | 32.205934 | No | 88.412782 | 262.601948 | Low_spent_Small_value_payments | 145.485854 | Standard | 334 |
50 | Developer | 60390.80 | 3 | 5 | 9 | 2 | 2 | 0 | 0.11 | 1.0 | Good | 973.97 | 36.655239 | No | 64.633699 | 288.480351 | Low_spent_Medium_value_payments | 440.542616 | Standard | 308 |
47 | Developer | 41715.11 | 0 | 4 | 4 | 0 | 9 | 11 | 10.09 | 3.0 | Good | 1494.80 | 29.901576 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 249.405884 | Standard | 396 |
37 | Media_Manager | 35701.42 | 7 | 4 | 11 | 1 | 9 | 9 | 1.69 | 1.0 | Standard | 1462.79 | 31.123122 | Yes | 18.431337 | 356.536815 | Low_spent_Small_value_payments | 190.243682 | Standard | 0 |
21 | Doctor | 160838.32 | 5 | 4 | 12 | 1 | 3 | 0 | 8.37 | 4.0 | Good | 156.76 | 44.824823 | NM | 98.021645 | 323.151309 | High_spent_Large_value_payments | 1147.846379 | Good | 363 |
47 | Entrepreneur | 132641.34 | 1 | 3 | 6 | 1 | 3 | 11 | 9.60 | 1.0 | Good | 831.63 | 33.275620 | No | 70.100419 | 411.405074 | High_spent_Medium_value_payments | 873.639007 | Standard | 248 |
49 | Architect | 39242.10 | 4 | 2 | 4 | 0 | 9 | 4 | 3.01 | 3.0 | Good | 772.08 | 39.195515 | No | 0.000000 | 133.944386 | Low_spent_Medium_value_payments | 468.973114 | Good | 271 |
43 | Musician | 105774.57 | 5 | 5 | 16 | 2 | 25 | 8 | 22.38 | 4.0 | Standard | 582.13 | 39.862701 | Yes | 148.655532 | 145.648968 | High_spent_Large_value_payments | 799.750250 | Standard | 341 |
32 | Accountant | 122503.12 | 3 | 7 | 7 | 0 | 27 | 19 | 1.32 | 2.0 | Good | 333.32 | 29.930369 | No | 0.000000 | 733.095399 | Low_spent_Medium_value_payments | 545.163934 | Poor | 0 |
37 | Engineer | 42904.26 | 0 | 4 | 6 | 0 | 8 | 1571 | 3.62 | 0.0 | Good | 205.79 | 36.124178 | No | 0.000000 | 129.864365 | High_spent_Small_value_payments | 513.471135 | Good | 188 |
36 | Lawyer | 22276.68 | 6 | 7 | 14 | 2 | 15 | 12 | 6.93 | 1.0 | Standard | 124.57 | 27.303342 | NM | 20.934313 | 28.008651 | High_spent_Large_value_payments | 392.496035 | Standard | 0 |
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