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ID | Описание | Дата |
---|---|---|
1122b9da-605b-49a9-89a8-a8d474b3b871 | envisioneer B2C systems | 1988-07-27 |
4a46e2c2-5e59-48df-901e-8fd53f0326c3 | utilize back-end models | 1988-05-31 |
de089642-074c-4ed8-9773-8e58a9e7e08c | seize world-class action-items | 2021-09-13 |
079a7210-0cc6-45dc-821c-483f4002ad2e | incentivize e-business convergence | 2002-09-28 |
7cc563ba-8cbb-4249-9354-4303822921c5 | extend out-of-the-box systems | 1999-06-10 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
14 | Scientist | 32128.240 | 6 | 4 | 12 | 7 | 19 | 20 | 10.61 | 8.0 | Standard | 465.04 | 34.949708 | Yes | 103.456213 | 46.582245 | High_spent_Medium_value_payments | 369.296875 | Standard | 86 |
31 | Architect | 15627.720 | 6 | 6 | 15 | 3 | 30 | 10 | 5.06 | 4.0 | Standard | 983.22 | 24.910217 | Yes | 23.615970 | 26.043962 | High_spent_Large_value_payments | 293.071068 | Good | 382 |
41 | Journalist | 19620.300 | 3 | 5 | 14 | 3 | 19 | 11 | 10.45 | 4.0 | Standard | 168.00 | 25.480516 | Yes | 36.971279 | 98.069444 | High_spent_Small_value_payments | 311.561777 | Standard | 204 |
25 | Architect | 66681.800 | 2 | 1 | 11 | 0 | 4 | 12 | 3.55 | 2.0 | Good | 679.20 | 29.768044 | No | 0.000000 | 77.630473 | High_spent_Medium_value_payments | 700.251194 | Standard | 311 |
39 | Musician | 29220.830 | 2 | 2 | 12 | 4 | 3 | 7 | 0.60 | 2.0 | Good | 1051.51 | 36.485538 | No | 84.695651 | 146.736057 | Low_spent_Small_value_payments | 320.975209 | Good | 337 |
17 | Mechanic | 8473.795 | 4 | 7 | 7 | 3 | 20 | 14 | 12.78 | 7.0 | Standard | 1040.14 | 30.217038 | Yes | 16.798847 | 14.336743 | High_spent_Medium_value_payments | 270.079368 | Standard | 207 |
29 | Journalist | 8439.330 | 6 | 9 | 15 | 6 | 28 | 23 | 16.60 | 9.0 | Bad | 1414.43 | 35.505674 | Yes | 35.343875 | 23.306068 | Low_spent_Medium_value_payments | 276.777807 | Poor | 231 |
26 | Entrepreneur | 59534.160 | 5 | 7 | 20 | 3 | 16 | 16 | 14.64 | 6.0 | Standard | 1350.67 | 34.469788 | Yes | 143.183460 | 189.905982 | High_spent_Medium_value_payments | 432.828558 | Standard | 123 |
28 | Lawyer | 64294.770 | 6 | 4 | 7 | 1 | 28 | 13 | 9.11 | 1.0 | Standard | 1052.10 | 29.527795 | No | 37.732702 | 364.319229 | High_spent_Small_value_payments | 402.237819 | Standard | 279 |
26 | Media_Manager | 31731.940 | 5 | 6 | 10 | 3 | 25 | 13 | 11.51 | 3.0 | Standard | 889.42 | 39.493373 | NM | 75.002311 | 49.749153 | High_spent_Medium_value_payments | 388.181370 | Standard | 0 |
52 | Teacher | 79370.760 | 8 | 3 | 19 | 3 | 16 | 16 | 0.59 | 3.0 | Standard | 715.18 | 39.593360 | No | 115.485603 | 288.129392 | Low_spent_Small_value_payments | 571.308005 | Standard | 365 |
39 | Entrepreneur | 35996.230 | 4 | 6 | 17 | 6 | 14 | 14 | 16.81 | 7.0 | Standard | 767.11 | 32.486534 | Yes | 143.526826 | 42.802082 | High_spent_Medium_value_payments | 343.739676 | Standard | 184 |
41 | Lawyer | 44678.570 | 3 | 6 | 9 | 1 | 12 | 10 | 6.41 | 5.0 | Good | 834.00 | 37.285110 | No | 25.157866 | 73.393220 | High_spent_Small_value_payments | 511.670330 | Poor | 367 |
39 | Scientist | 73905.760 | 2 | 4 | 10 | 0 | 8 | 6 | 7.01 | 4.0 | Good | 1344.31 | 28.833888 | No | 0.000000 | 132.382521 | High_spent_Large_value_payments | 731.798812 | Standard | 326 |
28 | Journalist | 81610.440 | 6 | 3 | 14 | 1 | 10 | 12 | 12.91 | 6.0 | Standard | 1192.53 | 37.519262 | Yes | 56.989190 | 91.260476 | High_spent_Medium_value_payments | 752.737333 | Standard | 305 |
49 | Writer | 35139.270 | 1 | 5 | 8 | 3 | 4 | 2 | 7.19 | 2.0 | Good | 978.09 | 28.541621 | No | 76.857590 | 72.935221 | High_spent_Medium_value_payments | 391.934439 | Standard | 347 |
28 | Architect | 27395.530 | 5 | 3 | 5 | 4 | 12 | 11 | 3.57 | 3.0 | Standard | 410.57 | 28.352387 | No | 79.674042 | 170.722412 | Low_spent_Medium_value_payments | 271.099629 | Standard | 226 |
52 | Architect | 29879.430 | 6 | 5 | 10 | 3 | 5 | 17 | 0.00 | 3.0 | Standard | 1286.59 | 36.377971 | No | 66.956820 | 92.043333 | High_spent_Medium_value_payments | 336.095097 | Standard | 296 |
55 | Doctor | 71878.920 | 2 | 1 | 5 | 2 | 15 | 10 | 11.24 | 0.0 | Good | 664.92 | 32.812864 | No | 88.022293 | 268.884514 | High_spent_Small_value_payments | 510.384193 | Good | 380 |
22 | Lawyer | 25659.340 | 5 | 3 | 15 | 4 | 27 | 13 | 4.19 | 2.0 | Standard | 1323.93 | 33.869017 | NM | 54.981971 | 0.000000 | Low_spent_Small_value_payments | 382.825798 | Standard | 0 |
45 | Entrepreneur | 47400.200 | 8 | 7 | 5 | 0 | 26 | 9 | 7.88 | 0.0 | Standard | 465.95 | 37.854905 | Yes | 0.000000 | 257.669407 | High_spent_Small_value_payments | 421.532260 | Standard | 322 |
29 | Lawyer | 76924.380 | 5 | 4 | 20 | 1 | 30 | 13 | 16.93 | 3.0 | Standard | 1080.88 | 38.423925 | Yes | 45.740442 | 48.859562 | High_spent_Large_value_payments | 804.136496 | Standard | 255 |
21 | Developer | 26223.670 | 5 | 6 | 14 | 3 | 23 | 7 | 8.06 | 4.0 | Standard | 462.91 | 24.269872 | Yes | 54.763130 | 36.586283 | High_spent_Medium_value_payments | 397.381171 | Standard | 351 |
31 | Teacher | 157577.000 | 5 | 1 | 6 | 1 | 8 | 3 | 14.46 | 3.0 | Good | 527.54 | 34.787437 | No | 73.219349 | 369.804007 | High_spent_Medium_value_payments | 1098.218311 | Good | 284 |
55 | Musician | 22209.000 | 4 | 5 | 18 | 4 | 25 | 13 | 15.25 | 4.0 | Standard | 281.35 | 34.638634 | Yes | 48.686047 | 257.198451 | Low_spent_Small_value_payments | 195.890502 | Poor | 249 |
28 | Teacher | 39284.170 | 4 | 1 | 3 | 1 | 15 | 2 | 10.29 | 4.0 | Good | 1274.85 | 31.621386 | No | 21.460383 | 229.070077 | Low_spent_Small_value_payments | 346.737623 | Good | 188 |
48 | Architect | 17451.235 | 5 | 3 | 5 | 4 | 15 | 14 | 3.38 | 4.0 | Good | 883.67 | 27.538253 | No | 40.601672 | 100.596589 | Low_spent_Small_value_payments | 276.428697 | Standard | 245 |
42 | Scientist | 69212.000 | 4 | 7 | 9 | 4 | 6 | 17 | 4.83 | 3.0 | Standard | 1094.93 | 35.401850 | No | 152.193498 | 47.863789 | High_spent_Large_value_payments | 593.609380 | Standard | 220 |
32 | Teacher | 17680.690 | 6 | 6 | 9 | 4 | 9 | 12 | 11.50 | 12.0 | Standard | 887.98 | 26.094803 | NM | 31.687340 | 116.821082 | Low_spent_Small_value_payments | 286.430661 | Poor | 316 |
40 | Architect | 11919.420 | 4 | 7 | 4 | 1 | 11 | 20 | 8.19 | 7.0 | Good | 1073.98 | 25.804207 | No | 9.882767 | 76.180444 | Low_spent_Small_value_payments | 312.765289 | Good | 213 |
23 | Media_Manager | 88827.660 | 3 | 1 | 4 | 0 | 2 | 8 | 5.16 | 0.0 | Good | 1061.08 | 27.240863 | No | 0.000000 | 470.193578 | High_spent_Small_value_payments | 535.436922 | Standard | 187 |
49 | Writer | 37188.100 | 1 | 4 | 5 | 3 | 3 | 12 | 5.38 | 3.0 | Good | 620.64 | 36.979007 | NM | 84.205949 | 215.486386 | Low_spent_Small_value_payments | 300.008498 | Good | 360 |
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