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ID | Описание | Дата |
---|---|---|
490ea842-04d0-4992-beb8-4e1bd785c553 | repurpose strategic applications | 1979-12-12 |
86582507-aa05-4a63-90a7-abbed4f200da | syndicate seamless synergies | 1976-03-27 |
769f6602-5d51-4a61-a465-d12a85b8accc | innovate real-time models | 1998-12-09 |
6d3e094e-e261-4f0e-ad73-7cd0ddd3ce65 | incentivize global e-tailers | 2005-06-05 |
6501da6c-a0e5-46db-ab18-eebcbbaf0755 | enhance visionary methodologies | 2011-05-20 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27 | Lawyer | 55000.620 | 3 | 6 | 12 | 0 | 18 | 0 | 0.88 | 0.0 | Standard | 815.35 | 36.738966 | No | 0.000000 | 238.316916 | High_spent_Small_value_payments | 474.321584 | Standard | 193 |
43 | Media_Manager | 20133.610 | 8 | 7 | 18 | 6 | 12 | 18 | 8.10 | 7.0 | Standard | 1265.65 | 32.795601 | Yes | 54.973084 | 225.302713 | Low_spent_Small_value_payments | 176.904286 | Standard | 161 |
26 | Developer | 57765.420 | 3 | 6 | 13 | 3 | 28 | 13 | 12.47 | 5.0 | Standard | 1276.72 | 25.786261 | Yes | 124.548585 | 241.807876 | Low_spent_Small_value_payments | 385.522040 | Standard | 156 |
24 | Media_Manager | 22251.840 | 4 | 2 | 6 | 3 | 16 | 7 | 6.60 | 1.0 | Good | 310.58 | 39.764859 | No | 46.019803 | 42.319576 | High_spent_Medium_value_payments | 341.592621 | Good | 254 |
35 | Developer | 117946.440 | 4 | 5 | 1 | 3 | 4 | 0 | 3.51 | 0.0 | Good | 573.65 | 29.599208 | No | 195.531540 | 804.352124 | Low_spent_Medium_value_payments | 279.003335 | Good | 0 |
18 | Architect | 13032.705 | 5 | 6 | 3 | 4 | 10 | 17 | 2.11 | 0.0 | Good | 1497.16 | 39.945117 | No | 28.859890 | 38.588998 | High_spent_Small_value_payments | 295.756987 | Good | 305 |
40 | Lawyer | 19008.320 | 4 | 3 | 7 | 2 | 26 | 13 | 7.79 | 7.0 | Standard | 673.99 | 30.361890 | No | 31.093901 | 65.349420 | High_spent_Medium_value_payments | 336.059346 | Poor | 335 |
38 | Architect | 11333.420 | 7 | 6 | 17 | 2 | 11 | 0 | 12.18 | 7.0 | Standard | 125.01 | 34.360507 | NM | 18.315659 | 36.268705 | Low_spent_Large_value_payments | 299.460803 | Good | 289 |
43 | Developer | 96108.540 | 5 | 4 | 12 | 0 | 12 | 5 | 0.52 | 0.0 | Good | 1477.46 | 38.240232 | No | 0.000000 | 525.027556 | Low_spent_Medium_value_payments | 533.476944 | Standard | 236 |
39 | Engineer | 128305.760 | 0 | 7 | 1 | 2 | 5 | 6 | 3.49 | 2.0 | Good | 1151.70 | 30.343064 | No | 196.587321 | 588.773285 | Low_spent_Small_value_payments | 548.054061 | Standard | 268 |
43 | Developer | 30366.160 | 7 | 4 | 18 | 4 | 14 | 8 | 14.11 | 2.0 | Standard | 804.31 | 28.599372 | Yes | 62.001345 | 64.029797 | High_spent_Medium_value_payments | 356.920192 | Poor | 246 |
32 | Writer | 16489.740 | 4 | 3 | 10 | 3 | 21 | 12 | 18.18 | 5.0 | Standard | 1367.75 | 36.039939 | Yes | 103.521510 | 19.371230 | High_spent_Large_value_payments | 306.795129 | Good | 147 |
52 | Musician | 42274.960 | 3 | 7 | 1 | 0 | 14 | 8 | 12.79 | 2.0 | Good | 703.05 | 28.191809 | No | 0.000000 | 230.372153 | Low_spent_Large_value_payments | 368.119181 | Good | 375 |
42 | Lawyer | 93871.890 | 5 | 3 | 7 | 2 | 18 | 8 | 1.78 | 0.0 | Good | 1128.58 | 31.065919 | No | 93.601617 | 407.798330 | High_spent_Small_value_payments | 543.565802 | Good | 378 |
24 | Developer | 39323.360 | 7 | 3 | 34 | 3 | 22 | 13 | 12.39 | 7.0 | Standard | 1425.04 | 29.225188 | Yes | 58.674038 | 287.529442 | Low_spent_Large_value_payments | 270.591187 | Poor | 139 |
34 | Writer | 9999.420 | 8 | 6 | 14 | 3 | 9 | 12 | 1.56 | 2.0 | Standard | 153.12 | 30.557825 | No | 21.635164 | 112.339980 | Low_spent_Small_value_payments | 244.853356 | Standard | 332 |
51 | Architect | 88783.920 | 2 | 1 | 6 | 4 | 4 | 10 | 10.33 | 0.0 | Good | 522.23 | 30.365195 | No | 160.524337 | 251.916429 | High_spent_Medium_value_payments | 578.125234 | Good | 224 |
41 | Mechanic | 23129.880 | 5 | 3 | 7 | 2 | 7 | 12 | 4.10 | 1.0 | Good | 868.83 | 30.287110 | No | 28.675538 | 120.349884 | Low_spent_Medium_value_payments | 304.523578 | Good | 0 |
45 | Entrepreneur | 30812.960 | 1 | 7 | 3 | 1 | 7 | 3 | 11.21 | 4.0 | Good | 990.47 | 31.337140 | No | 24.064890 | 66.881550 | High_spent_Small_value_payments | 411.328227 | Poor | 353 |
21 | Mechanic | 65735.460 | 7 | 7 | 10 | 4 | 7 | 10 | 13.55 | 7.0 | Standard | 106.96 | 37.157126 | Yes | 129.261943 | 248.627284 | Low_spent_Medium_value_payments | 468.706273 | Standard | 398 |
33 | Journalist | 31722.090 | 7 | 5 | 9 | 1 | 3 | 15 | 1.74 | 3.0 | Good | 401.31 | 36.466403 | No | 25.435614 | 104.877576 | Low_spent_Large_value_payments | 397.437560 | Good | 370 |
15 | Developer | 147620.680 | 5 | 7 | 5 | 0 | 8 | 9 | 0.00 | 7.0 | Standard | 1082.41 | 39.598884 | Yes | 0.000000 | 158.624210 | High_spent_Large_value_payments | 1287.348123 | Standard | 275 |
45 | Architect | 44620.440 | 0 | 5 | 12 | 2 | 4 | 11 | 4.57 | 5.0 | Good | 286.90 | 27.925822 | No | 50.788305 | 0.000000 | High_spent_Small_value_payments | 386.600380 | Standard | 319 |
32 | Lawyer | 28836.830 | 7 | 4 | 16 | 0 | 19 | 13 | 12.71 | 8.0 | Standard | 667.56 | 38.631930 | NM | 0.000000 | 166.535353 | Low_spent_Medium_value_payments | 340.371564 | Standard | 204 |
53 | Engineer | 44330.200 | 4 | 3 | 9 | 1 | 5 | 0 | 15.02 | 5.0 | Good | 1483.39 | 26.670555 | NM | 20.272735 | 79.101603 | High_spent_Medium_value_payments | 525.043996 | Good | 252 |
29 | Accountant | 31392.940 | 1 | 1 | 5 | 3 | 9 | 8 | 8.02 | 0.0 | Good | 1493.17 | 28.502392 | No | 47.698128 | 258.362766 | Low_spent_Medium_value_payments | 252.146940 | Standard | 307 |
47 | Developer | 4175074.000 | 2 | 3 | 9 | 4 | 12 | 4 | 11.56 | 3.0 | Good | 840.94 | 35.764070 | No | 159.809637 | 164.329634 | High_spent_Medium_value_payments | 614.762979 | Good | 386 |
22 | Architect | 17807.935 | 6 | 5 | 8 | 3 | 16 | 16 | 9.02 | 1.0 | Standard | 378.11 | 26.952432 | No | 31.326062 | 40.644919 | Low_spent_Large_value_payments | 352.628478 | Standard | 197 |
23 | Writer | 7377.215 | 8 | 10 | 18 | 7 | 50 | 24 | 9.86 | 11.0 | Bad | 1418.65 | 25.417314 | Yes | 26.565355 | 26.575792 | Low_spent_Small_value_payments | 279.335644 | Poor | 70 |
38 | Writer | 39066.640 | 3 | 1 | 8 | 2 | 11 | 0 | 8.22 | 5.0 | Good | 6.84 | 27.329753 | No | 34.301129 | 50.647879 | High_spent_Medium_value_payments | 486.406325 | Good | 269 |
18 | Musician | 117785.200 | 0 | 1 | 3 | 2 | 1 | 2 | 1.75 | 3.0 | Good | 621.66 | 26.997968 | No | 166.362159 | 87.842426 | High_spent_Large_value_payments | 983.138748 | Good | 224 |
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