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ID | Описание | Дата |
---|---|---|
50a505f6-daa8-433b-8992-7a58c2266b0a | implement end-to-end niches | 1978-06-15 |
5cdfbfac-0f7f-4d0a-9941-bbd0db996a5e | repurpose efficient paradigms | 2005-08-16 |
760e51d6-1a69-4e95-bfd1-515be2db354d | transform B2C e-tailers | 1975-12-11 |
d1fe3af5-501f-47cd-9fc0-fb151cf03183 | innovate clicks-and-mortar paradigms | 1998-03-29 |
633ba192-2ea0-490d-b197-a0e94d9c1356 | mesh B2B functionalities | 1994-11-13 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46 | Entrepreneur | 24585.550 | 3 | 4 | 14 | 2 | 9 | 14 | 16.35 | 0.0 | Standard | 195.38 | 27.456548 | Yes | 30.447777 | 50.959793 | High_spent_Small_value_payments | 410.272014 | Standard | 325 |
30 | Mechanic | 72116.250 | 4 | 7 | 9 | 2 | 22 | 13 | 5.06 | 8.0 | Standard | 243.75 | 38.992682 | No | 76.875607 | 214.743675 | High_spent_Medium_value_payments | 547.049468 | Standard | 223 |
41 | Entrepreneur | 87481.620 | 0 | 4 | 3 | 1 | 15 | 0 | 1.45 | 3.0 | Good | 214.43 | 31.110294 | No | 55.653369 | 202.341528 | High_spent_Medium_value_payments | 694.218603 | Standard | 284 |
28 | Developer | 136900.400 | 6 | 4 | 10 | 3 | 26 | 18 | 11.49 | 0.0 | Good | 1327.34 | 30.162364 | No | 178.198183 | 481.686387 | Low_spent_Medium_value_payments | 745.852096 | Standard | 363 |
16 | Entrepreneur | 15984.150 | 5 | 7 | 34 | 7 | 25 | 14 | 15.77 | 11.0 | Standard | 1412.45 | 36.118148 | Yes | 69.527266 | 110.324988 | Low_spent_Small_value_payments | 240.448997 | Poor | 89 |
54 | Architect | 29020.210 | 5 | 4 | 5 | 4 | 0 | 2 | 2.92 | 2.0 | Good | 1252.87 | 31.302307 | NM | 74.672009 | 79.949551 | High_spent_Small_value_payments | 333.113523 | Good | 209 |
44 | Writer | 63354.360 | 6 | 6 | 10 | 1 | 21 | 13 | 15.20 | 2.0 | Standard | 895.41 | 32.648959 | Yes | 27.553920 | 400.967302 | Low_spent_Medium_value_payments | 393.631778 | Standard | 201 |
55 | Lawyer | 20660.160 | 1 | 1 | 1 | 2 | 1 | 9 | 6.59 | 3.0 | Good | 542.16 | 35.698821 | No | 33.878701 | 0.000000 | Low_spent_Small_value_payments | 386.009618 | Good | 219 |
33 | Doctor | 17488.905 | 5 | 6 | 20 | 3 | 27 | 12 | 8.64 | 4.0 | Standard | 1169.13 | 31.907294 | No | 31.874662 | 96.147587 | Low_spent_Small_value_payments | 326.318626 | Standard | 296 |
36 | Scientist | 66560.220 | 5 | 7 | 20 | 2 | 28 | 16 | 8.93 | 0.0 | Standard | 837.34 | 31.160062 | Yes | 80.292000 | 135.897953 | High_spent_Large_value_payments | 560.778547 | Standard | 365 |
21 | Media_Manager | 45953.940 | 3 | 7 | 14 | 3 | 17 | 17 | 7.64 | 3.0 | Standard | 1237.97 | 25.291912 | No | 92.415054 | 423.313678 | Low_spent_Small_value_payments | 163.020768 | Standard | 214 |
29 | Developer | 43115.380 | 4 | 4 | 6 | 4 | 13 | 10 | 7.86 | 0.0 | Good | 746.05 | 34.321258 | No | 118.440209 | 83.285193 | High_spent_Medium_value_payments | 428.969432 | Good | 195 |
34 | Lawyer | 27905.800 | 3 | 5 | 13 | 4 | 9 | 11 | 11.77 | 2.0 | Standard | 775.81 | 26.311986 | Yes | 74.734598 | 92.199944 | High_spent_Small_value_payments | 342.213792 | Standard | 204 |
32 | Musician | 71285.000 | 0 | 5 | 4 | 3 | 8 | 0 | 5.28 | 2.0 | Good | 1308.67 | 30.265220 | No | 159.207123 | 608.502963 | Low_spent_Medium_value_payments | 133.031581 | Good | 288 |
45 | Manager | 15191.030 | 6 | 6 | 20 | 5 | 31 | 8 | 9.34 | 11.0 | Standard | 1424.06 | 22.009675 | Yes | 48.626658 | 33.223460 | High_spent_Medium_value_payments | 320.541799 | Standard | 201 |
18 | Architect | 41188.920 | 2 | 6 | 3 | 4 | 13 | 3 | 3.33 | 1.0 | Good | 521.11 | 23.560154 | No | 133.147574 | 235.367755 | Low_spent_Large_value_payments | 253.025671 | Standard | 238 |
29 | Entrepreneur | 17642.100 | 2 | 7 | 7 | 3 | 19 | 6 | 4.00 | 1.0 | Good | 548.31 | 36.277565 | No | 39.520431 | 0.000000 | Low_spent_Large_value_payments | 257.887963 | Standard | 266 |
39 | Manager | 21469.245 | 0 | 4 | 10 | 2 | 4 | 3 | 0.63 | 8.0 | Good | 909.93 | 36.538006 | NM | 33.394823 | 68.569574 | High_spent_Medium_value_payments | 328.945979 | Poor | 349 |
41 | Writer | 14990.045 | 4 | 4 | 20 | 3 | 12 | 20 | 9.16 | 2.0 | Standard | 1344.00 | 26.115215 | No | 22.751366 | 128.403067 | Low_spent_Small_value_payments | 251.962608 | Standard | 282 |
29 | Scientist | 17642.275 | 0 | 7 | 9 | 4 | 19 | 9 | 0.64 | 1.0 | Good | 626.73 | 37.040197 | NM | 55.418583 | 36.362021 | High_spent_Small_value_payments | 344.338354 | Poor | 327 |
54 | Scientist | 31199.430 | 3 | 5 | 8 | 4 | 11 | 10 | 2.93 | 5.0 | Good | 1399.03 | 28.732705 | No | 55.571607 | 238.376119 | Low_spent_Large_value_payments | 256.147524 | Poor | 326 |
24 | Manager | 65536.740 | 5 | 2 | 6 | 4 | 3 | 6 | 0.75 | 3.0 | Good | 69.84 | 29.643957 | No | 163.535779 | 548.602549 | Low_spent_Medium_value_payments | 103.801172 | Good | 198 |
31 | Accountant | 33445.010 | 6 | 4 | 9 | 0 | 8 | 13 | 2.82 | 1.0 | Good | 1150.39 | 36.121702 | No | 0.000000 | 58.811318 | High_spent_Large_value_payments | 447.497099 | Good | 391 |
22 | Scientist | 131844.320 | 6 | 3 | 10 | 1 | 5 | 18 | 14.31 | 9.0 | Standard | 398.20 | 33.566338 | Yes | 106.779609 | 625.524113 | Low_spent_Medium_value_payments | 635.098945 | Standard | 93 |
38 | Manager | 66858.270 | 3 | 6 | 20 | 4 | 4 | 10 | 4.16 | 4.0 | Standard | 601.58 | 36.905634 | No | 175.015182 | 139.511981 | High_spent_Large_value_payments | 502.525087 | Standard | 334 |
49 | Manager | 41370.820 | 4 | 7 | 7 | 2 | 3 | 7 | 0.62 | 3.0 | Good | 955.05 | 40.118835 | NM | 37.507185 | 132.653932 | High_spent_Medium_value_payments | 445.495717 | Good | 270 |
43 | Entrepreneur | 26980.830 | 7 | 3 | 6 | 2 | 10 | 13 | 3.41 | 5.0 | Standard | 156.14 | 29.705556 | No | 38.552627 | 219.678972 | Low_spent_Medium_value_payments | 258.108651 | Standard | 202 |
26 | Accountant | 147327.800 | 5 | 5 | 7 | 1 | 8 | 20 | 11.47 | 8.0 | Standard | 738.15 | 29.209544 | Yes | 73.574664 | 438.447505 | Low_spent_Large_value_payments | 993.109498 | Poor | 223 |
19 | Developer | 31819.530 | 3 | 3 | 6 | 0 | 8 | 926 | 2.67 | 4.0 | Good | 529.01 | 31.022331 | No | 0.000000 | 187.528150 | Low_spent_Large_value_payments | 323.934600 | Good | 374 |
37 | Media_Manager | 36722.530 | 3 | 6 | 4 | 0 | 12 | 11 | 0.80 | 0.0 | Good | 328.05 | 38.845538 | No | 0.000000 | 48.257007 | High_spent_Large_value_payments | 485.064077 | Standard | 352 |
20 | Writer | 16994.670 | 4 | 3 | 5 | 1 | 21 | 14 | 8.75 | 7.0 | Standard | 1209.22 | 23.460973 | Yes | 13.837431 | 143.648894 | Low_spent_Medium_value_payments | 284.335925 | Standard | 285 |
38 | Teacher | 20789.075 | 5 | 4 | 1 | 3 | 12 | 1 | 11.23 | 0.0 | Good | 544.01 | 33.728921 | No | 48.089557 | 69.766696 | High_spent_Medium_value_payments | 312.886039 | Good | 391 |
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