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ID | Описание | Дата |
---|---|---|
727c8c34-42cb-4643-afab-dc4aabda325d | deliver integrated platforms | 1992-09-02 |
a8119c88-4fdd-4bf4-9382-2a458053694a | embrace robust content | 1998-09-28 |
8021cb19-1433-4097-8fb1-71a404fc5e94 | strategize clicks-and-mortar partnerships | 2005-10-23 |
04e73194-134f-4c5f-ba09-f9ac8bb7bb36 | seize robust markets | 2009-05-29 |
0edd0acd-72c3-49f0-affb-0d4dad780ddb | facilitate open-source communities | 1989-10-03 |
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 | Accountant | 174304.040 | 1 | 3 | 12 | 0 | 5 | 0 | 1.96 | 4.0 | Good | 461.16 | 43.123421 | No | 0.000000 | 150.870134 | High_spent_Large_value_payments | 1534.963533 | Standard | 364 |
48 | Entrepreneur | 19848.365 | 5 | 3 | 1 | 2 | 12 | 10 | 7.38 | 8.0 | Good | 1278.69 | 29.745783 | No | 23.247022 | 34.790487 | High_spent_Large_value_payments | 372.465533 | Good | 395 |
24 | Developer | 8422.385 | 3 | 5 | 14 | 4 | 16 | 20 | 12.61 | 8.0 | Standard | 62.66 | 30.873087 | Yes | 18.912982 | 80.688927 | Low_spent_Small_value_payments | 277.784633 | Standard | 87 |
39 | Developer | 64734.840 | 1 | 3 | 7 | 4 | 11 | 1 | 8.80 | 3.0 | Good | 593.94 | 24.783444 | No | 126.412412 | 86.300241 | High_spent_Medium_value_payments | 592.944347 | Poor | 212 |
42 | Musician | 67426.820 | 4 | 6 | 5 | 5 | 17 | 10 | 9.88 | 7.0 | Standard | 671.39 | 26.715964 | Yes | 196.570837 | 203.685683 | High_spent_Medium_value_payments | 430.833647 | Standard | 156 |
42 | Media_Manager | 12705.770 | 6 | 6 | 17 | 2 | 27 | 10 | 2.89 | 5.0 | Standard | 314.58 | 27.456869 | Yes | 14.587717 | 0.000000 | Low_spent_Small_value_payments | 271.626813 | Poor | 270 |
38 | Writer | 17129.910 | 5 | 1 | 5 | 3 | 11 | 7 | 9.36 | 6.0 | Good | 1307.40 | 33.134404 | No | 30.152861 | 96.453585 | Low_spent_Medium_value_payments | 286.942804 | Standard | 318 |
55 | Mechanic | 85954.420 | 0 | 7 | 5 | 3 | 9 | 11 | 3.66 | 3.0 | Good | 791.46 | 25.562934 | No | 128.555233 | 0.000000 | Low_spent_Medium_value_payments | 379.887264 | Standard | 362 |
29 | Lawyer | 31429.850 | 6 | 5 | 5 | 2 | 23 | 20 | 9.03 | 2.0 | Standard | 884.18 | 28.581626 | NM | 48.437968 | 73.953209 | High_spent_Large_value_payments | 405.524240 | Good | 204 |
44 | Media_Manager | 19251.265 | 0 | 2 | 10 | 0 | 2 | 3 | 10.51 | 2.0 | Good | 222.40 | 30.826354 | NM | 0.000000 | 143.959601 | Low_spent_Small_value_payments | 290.567607 | Good | 331 |
50 | Mechanic | 21209.330 | 7 | 7 | 8 | 1 | 30 | 15 | 18.70 | 4.0 | Standard | 138.94 | 31.109442 | Yes | 17.303509 | 225.256200 | Low_spent_Small_value_payments | 222.384708 | Standard | 294 |
46 | Teacher | 39305.860 | 7 | 6 | 5 | 2 | 22 | 15 | 19.33 | 0.0 | Standard | 1365.29 | 27.099667 | Yes | 64.405145 | 103.375466 | High_spent_Small_value_payments | 440.668223 | Standard | 239 |
21 | Media_Manager | 34498.620 | 5 | 6 | 1 | 0 | 11 | 6 | 7.21 | 5.0 | Good | 1238.70 | 27.529841 | No | 0.000000 | 126.242065 | High_spent_Medium_value_payments | 440.646435 | Standard | 321 |
43 | Media_Manager | 38377.920 | 4 | 5 | 5 | 0 | 9 | 0 | 10.54 | 1.0 | Good | 565.28 | 41.559494 | No | 0.000000 | 68.706745 | High_spent_Large_value_payments | 495.409255 | Poor | 375 |
25 | Journalist | 45765.120 | 5 | 7 | 6 | 3 | 24 | 9 | 15.44 | 4.0 | Standard | 1133.03 | 29.131083 | Yes | 80.969094 | 87.242223 | High_spent_Large_value_payments | 439.564683 | Standard | 150 |
19 | Musician | 17951.715 | 5 | 5 | 9 | 0 | 13 | 15 | 6.72 | 0.0 | Standard | 441.46 | 40.241587 | Yes | 0.000000 | 138.640508 | Low_spent_Small_value_payments | 292.457117 | Standard | 207 |
36 | Developer | 35851.390 | 6 | 4 | 5 | 2 | 9 | 16 | 5.10 | 4.0 | Standard | 926.99 | 33.143414 | NM | 53.519095 | 216.479838 | Low_spent_Small_value_payments | 296.262650 | Standard | 213 |
46 | Developer | 105675.600 | 7 | 5 | 18 | 0 | 15 | 19 | 6.45 | 1.0 | Standard | 941.61 | 36.893585 | No | 0.000000 | 347.619847 | High_spent_Medium_value_payments | 791.810153 | Good | 384 |
48 | Teacher | 35917.160 | 7 | 5 | 7 | 1 | 17 | 8 | 0.81 | 3.0 | Standard | 1271.82 | 40.937387 | No | 23.008120 | 68.976846 | High_spent_Medium_value_payments | 474.824701 | Standard | 282 |
25 | Journalist | 21884.000 | 8 | 6 | 13 | 4 | 24 | 17 | 7.39 | 0.0 | Standard | 423.78 | 31.192295 | Yes | 54.753758 | 0.000000 | Low_spent_Small_value_payments | 257.353630 | Standard | 393 |
26 | Architect | 36996.830 | 6 | 5 | 6 | 2 | 20 | 9 | 7.54 | 4.0 | Good | 808.52 | 28.475700 | No | 31.795658 | 381.221961 | Low_spent_Small_value_payments | 192.189297 | Poor | 380 |
37 | Accountant | 35033.110 | 3 | 5 | 17 | 4 | 18 | 19 | 19.48 | 0.0 | Standard | 44.59 | 32.457896 | NM | 86.863769 | 0.000000 | Low_spent_Small_value_payments | 352.524309 | Standard | 283 |
37 | Accountant | 75503.880 | 3 | 5 | 15 | 2 | 23 | 15 | 17.02 | 5.0 | Standard | 1427.65 | 39.978724 | Yes | 125.721989 | 127.031162 | High_spent_Large_value_payments | 638.645849 | Standard | 129 |
32 | Architect | 16895.240 | 0 | 7 | 9 | 3 | 24 | 12 | 3.69 | 0.0 | Good | 1087.34 | 24.925405 | No | 29.268886 | 132.339962 | Low_spent_Large_value_payments | 259.384819 | Poor | 222 |
48 | Doctor | 19641.665 | 0 | 6 | 10 | 0 | 15 | 12 | 2.89 | 1.0 | Good | 1230.89 | 26.012471 | No | 0.000000 | 50.409453 | Low_spent_Large_value_payments | 399.171089 | Poor | 361 |
20 | Scientist | 14176.215 | 7 | 4 | 7 | 2 | 28 | 20 | 19.81 | 7.0 | Standard | 399.68 | 25.043826 | Yes | 19.215652 | 39.477845 | Low_spent_Small_value_payments | 332.941628 | Standard | 156 |
21 | Musician | 109547.100 | 6 | 4 | 11 | 0 | 17 | 10 | 9.92 | 3.0 | Standard | 171.64 | 30.873362 | Yes | 0.000000 | 138.002696 | High_spent_Large_value_payments | 1010.689804 | Standard | 258 |
15 | Musician | 30393.470 | 3 | 7 | 8 | 1 | 21 | 15 | 13.66 | 7.0 | Standard | 648.66 | 37.232621 | Yes | 13.590246 | 0.000000 | Low_spent_Medium_value_payments | 280.397781 | Standard | 166 |
22 | Journalist | 14027.195 | 0 | 4 | 3 | 3 | 9 | 11 | 5.60 | 4.0 | Good | 1462.95 | 33.385232 | No | 30.651798 | 24.414630 | High_spent_Medium_value_payments | 316.026864 | Good | 245 |
55 | Mechanic | 57079.500 | 8 | 3 | 9 | 4 | 21 | 11 | 6.48 | 3.0 | Standard | 26.47 | 36.491790 | No | 125.731137 | 188.549548 | High_spent_Medium_value_payments | 402.681815 | Standard | 397 |
47 | Entrepreneur | 61369.360 | 0 | 6 | 11 | 4 | 12 | 5 | 2.68 | 0.0 | Good | 1063.89 | 32.402292 | No | 158.618357 | 0.000000 | High_spent_Small_value_payments | 390.709659 | Poor | 273 |
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