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ID | Описание | Дата |
---|---|---|
e5da2545-59ce-4d57-8d06-23b0abf7169b | expedite proactive interfaces | 1979-02-22 |
47606948-9678-4c63-9bc1-793b9d8ff327 | morph clicks-and-mortar supply-chains | 1972-08-13 |
e17c0930-cc05-467b-9e55-bf2fe4fd345f | transform cross-platform portals | 2019-09-22 |
9dc60aff-3663-4d6a-88f0-9489a5c44f62 | repurpose virtual action-items | 2007-10-18 |
c7be2079-7089-45c8-bb14-f3ab663bc195 | syndicate visionary e-tailers | 2016-08-08 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
48 | Doctor | 15488.885 | 0 | 4 | 4 | 0 | 9 | 3 | 1.38 | 4.0 | Good | 1287.59 | 27.651702 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 251.650632 | Standard | 302 |
36 | Engineer | 32901.790 | 4 | 5 | 1 | 1 | 6 | 11 | 5.89 | 0.0 | Good | 798.71 | 38.574212 | No | 19.324081 | 34.760705 | High_spent_Medium_value_payments | 450.896796 | Standard | 314 |
34 | Lawyer | 31741.570 | 4 | 4 | 15 | 1 | 21 | 0 | 7.78 | 7.0 | Standard | 1231.17 | 33.231823 | Yes | 16.904101 | 365.919184 | Low_spent_Small_value_payments | 192.989799 | Standard | 388 |
37 | Writer | 73355.380 | 3 | 7 | 12 | 1 | 16 | 0 | 11.56 | 2.0 | Standard | 998.81 | 38.574584 | No | 36.422299 | 443.536001 | Low_spent_Large_value_payments | 403.736534 | Standard | 336 |
48 | Mechanic | 29085.380 | 3 | 5 | 16 | 4 | 30 | 0 | 12.71 | 2.0 | Standard | 328.70 | 25.518737 | Yes | 88.018628 | 256.112084 | Low_spent_Small_value_payments | 165.947454 | Standard | 302 |
41 | Doctor | 85272.060 | 1 | 3 | 5 | 1 | 12 | 10 | 4.93 | 4.0 | Good | 919.31 | 37.448075 | No | 36.570539 | 91.325000 | High_spent_Medium_value_payments | 849.704960 | Standard | 344 |
52 | Engineer | 75893.070 | 6 | 5 | 1 | 0 | 21 | 19 | 3.37 | 1.0 | Good | 500.47 | 33.944501 | No | 0.000000 | 488.563812 | Low_spent_Medium_value_payments | 424.278438 | Standard | 236 |
47 | Teacher | 59823.580 | 0 | 2 | 5 | 1 | 3 | 11 | 8.96 | 4.0 | Good | 406.75 | 32.866497 | No | 45.892196 | 284.789911 | Low_spent_Small_value_payments | 481.347727 | Good | 268 |
40 | Architect | 72608.320 | 5 | 6 | 9 | 1 | 0 | 5 | 9.78 | 2.0 | Good | 339.20 | 28.631271 | NM | 43.569615 | 82.198878 | High_spent_Medium_value_payments | 709.800840 | Standard | 0 |
53 | Architect | 40457.960 | 0 | 6 | 6 | 0 | 29 | 6 | 5.86 | 0.0 | Good | 340.15 | 38.846134 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 347.899440 | Poor | 260 |
18 | Entrepreneur | 19559.450 | 5 | 4 | 20 | 4 | 19 | 20 | 16.77 | 5.0 | Standard | 1115.06 | 38.961970 | Yes | 38.287217 | 38.479540 | High_spent_Large_value_payments | 329.828661 | Standard | 229 |
42 | Scientist | 17758.440 | 8 | 3 | 13 | 1 | 15 | 11 | 15.64 | 4.0 | Standard | 908.52 | 27.772233 | Yes | 11.666972 | 91.376950 | Low_spent_Small_value_payments | 327.343077 | Standard | 276 |
16 | Teacher | 45491.700 | 3 | 7 | 20 | 3 | 20 | 23 | 15.30 | 7.0 | Standard | 634.36 | 28.761929 | Yes | 78.401341 | 55.374648 | High_spent_Large_value_payments | 511.921511 | Standard | 319 |
50 | Developer | 35871.340 | 4 | 5 | 5 | 1 | 10 | 0 | 9.48 | 4.0 | Good | 525.01 | 29.474863 | No | 25.049160 | 142.100919 | High_spent_Small_value_payments | 407.077754 | Good | 291 |
43 | Teacher | 12291.445 | 5 | 5 | 6 | 3 | 32 | 0 | 16.49 | 4.0 | Standard | 1257.59 | 30.676771 | Yes | 21.867692 | 67.597584 | Low_spent_Medium_value_payments | 282.863432 | Standard | 256 |
22 | Architect | 33911.020 | 3 | 5 | 14 | 1 | 12 | 9 | 13.71 | 6.0 | Standard | 459.16 | 39.439822 | No | 23.701338 | 39.562074 | High_spent_Large_value_payments | 476.728420 | Standard | 0 |
56 | Media_Manager | 60422.060 | 6 | 7 | 11 | 2 | 20 | 10 | 16.44 | 2.0 | Standard | 194.58 | 28.372862 | Yes | 79.008068 | 442.162558 | Low_spent_Large_value_payments | 235.146541 | Standard | 0 |
43 | Media_Manager | 24688.880 | 8 | 4 | 9 | 1 | 25 | 0 | 11.74 | 7.0 | Standard | 1014.83 | 34.410748 | No | 10.869317 | 239.845979 | Low_spent_Small_value_payments | 264.925371 | Standard | 277 |
26 | Accountant | 94031.700 | 8 | 4 | 13 | 2 | 17 | 19 | 8.17 | 5.0 | Standard | 147.52 | 41.587904 | No | 120.455060 | 597.698634 | Low_spent_Small_value_payments | 383.443806 | Good | 296 |
20 | Journalist | 16212.015 | 6 | 5 | 15 | 0 | 15 | 0 | 3.31 | 3.0 | Standard | 1400.27 | 33.438230 | No | 0.000000 | 140.884265 | Low_spent_Small_value_payments | 271.715860 | Standard | 313 |
30 | Developer | 33498.800 | 1 | 3 | 10 | 1 | 25 | 8 | 0.63 | 4.0 | Good | 787.72 | 33.423601 | No | 27.364965 | 123.544561 | Low_spent_Small_value_payments | 395.847141 | Poor | 366 |
20 | Lawyer | 26460.700 | 6 | 6 | 10 | 4 | 16 | 20 | 16.21 | 5.0 | Standard | 1378.46 | 35.705970 | Yes | 49.036257 | 75.359749 | Low_spent_Large_value_payments | 375.109827 | Standard | 369 |
25 | Lawyer | 70446.630 | 4 | 3 | 11 | 0 | 12 | 20 | 10.61 | 2.0 | Standard | 1322.25 | 36.581027 | No | 0.000000 | 0.000000 | High_spent_Small_value_payments | 464.675585 | Standard | 202 |
38 | Accountant | 40925.460 | 5 | 5 | 31 | 2 | 31 | 10 | 14.12 | 12.0 | Standard | 1490.42 | 38.186132 | Yes | 63.995119 | 33.877061 | High_spent_Large_value_payments | 457.373320 | Standard | 196 |
23 | Writer | 77253.540 | 2 | 7 | 12 | 2 | 11 | 7 | 4.28 | 4.0 | Good | 565.23 | 32.792531 | No | 85.983230 | 0.000000 | High_spent_Large_value_payments | 657.557337 | Standard | 246 |
39 | Entrepreneur | 36115.920 | 0 | 7 | 9 | 3 | 11 | 3 | 4.02 | 3.0 | Good | 886.95 | 36.159135 | No | 78.052255 | 176.341769 | High_spent_Small_value_payments | 277.271976 | Good | 280 |
51 | Engineer | 33413.880 | 5 | 7 | 10 | 3 | 22 | 7 | 19.75 | 4.0 | Standard | 1270.74 | 27.789238 | Yes | 46.399587 | 44.489891 | High_spent_Medium_value_payments | 436.159522 | Standard | 263 |
42 | Architect | 112308.390 | 2 | 5 | 9 | 2 | 3 | 6 | 3.04 | 1.0 | Good | 666.31 | 30.715641 | No | 128.694791 | 179.909762 | High_spent_Large_value_payments | 895.598698 | Standard | 203 |
20 | Manager | 116897.680 | 0 | 4 | 12 | 1 | 30 | 11 | 5.35 | 6.0 | Good | 742.09 | 40.216697 | No | 75.399386 | 802.298280 | Low_spent_Large_value_payments | 381.649667 | Standard | 197 |
20 | Accountant | 45285.960 | 6 | 4 | 12 | 2 | 11 | 13 | 0.00 | 6.0 | Standard | 1077.91 | 25.863486 | NM | 46.970178 | 0.000000 | High_spent_Medium_value_payments | 537.412275 | Standard | 110 |
21 | Lawyer | 31763.360 | 7 | 7 | 25 | 6 | 21 | 14 | 11.07 | 9.0 | Standard | 1270.07 | 28.347063 | Yes | 122.717072 | 60.988307 | High_spent_Medium_value_payments | 353.089288 | Poor | 146 |
33 | Writer | 30053.320 | 7 | 8 | 29 | 7 | 18 | 23 | 17.96 | 7.0 | Bad | 1300.78 | 38.997771 | Yes | 130.464282 | 67.806609 | Low_spent_Medium_value_payments | 307.173442 | Poor | 155 |
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