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ID | Описание | Дата |
---|---|---|
d893b444-fe5d-45dc-a52c-60e04a0d9cb5 | envisioneer revolutionary supply-chains | 1972-01-20 |
f1785f6a-6840-4620-b6c5-505b6b191b23 | strategize web-enabled markets | 2020-03-23 |
83f95060-1127-401a-8cf7-1cda2bacd163 | expedite cross-platform metrics | 2021-10-26 |
f4ecbdd8-1ef6-42d0-9044-fbec1c15a6b9 | expedite real-time e-services | 2021-04-14 |
2eb2cee3-bd3f-4af7-a7e5-ca67a21a1b49 | utilize virtual metrics | 2024-07-04 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34 | Architect | 17001.340 | 6 | 5 | 5 | 1 | 5 | 20 | 5.62 | 2.0 | Standard | 1093.87 | 35.031872 | No | 10.535556 | 99.294458 | Low_spent_Small_value_payments | 301.647820 | Standard | 213 |
37 | Entrepreneur | 60263.430 | 10 | 5 | 20 | 5 | 40 | 25 | 10.71 | 11.0 | Bad | 1400.16 | 38.995788 | NM | 178.736616 | 206.871655 | Low_spent_Small_value_payments | 428.686979 | Poor | 118 |
31 | Doctor | 34336.930 | 7 | 4 | 8 | 3 | 24 | 6 | 8.53 | 1.0 | Standard | 604.77 | 36.264825 | No | 55.840520 | 175.304886 | Low_spent_Medium_value_payments | 314.895678 | Standard | 310 |
27 | Doctor | 162144.640 | 1 | 6 | 5 | 1 | 22 | 7 | 2.02 | 5.0 | Good | 80.76 | 25.491502 | No | 117.658681 | 1030.104717 | Low_spent_Medium_value_payments | 506.541935 | Standard | 206 |
44 | Doctor | 128331.420 | 0 | 3 | 8 | 2 | 7 | 9 | 3.33 | 2.0 | Good | 462.96 | 30.285257 | No | 114.993991 | 120.896970 | High_spent_Medium_value_payments | 1082.937539 | Standard | 350 |
49 | Lawyer | 15055.000 | 3 | 3 | 8 | 3 | 6 | 4 | 2.61 | 7.0 | Good | 360.12 | 35.304512 | No | 31.775461 | 58.891171 | Low_spent_Small_value_payments | 298.191701 | Standard | 0 |
55 | Lawyer | 31438.120 | 1 | 4 | 9 | 1 | 2 | 7 | 18.38 | 5.0 | Good | 81.90 | 39.856916 | No | 18.945348 | 88.345853 | High_spent_Medium_value_payments | 384.393132 | Good | 400 |
46 | Entrepreneur | 32146.130 | 0 | 7 | 12 | 1 | 11 | 0 | 3.58 | 3.0 | Good | 65.89 | 29.925062 | NM | 24.736860 | 81.881947 | High_spent_Medium_value_payments | 413.265609 | Standard | 346 |
26 | Lawyer | 39693.860 | 0 | 2 | 1 | 2 | 0 | 12 | 3.69 | 4.0 | Good | 306.03 | 34.738978 | No | 197.536229 | 363.240371 | Low_spent_Small_value_payments | 221.334112 | Good | 220 |
38 | Architect | 30813.680 | 3 | 3 | 8 | 4 | 7 | 10 | 4.93 | 0.0 | Standard | 1312.20 | 37.018855 | No | 56.055556 | 114.607585 | High_spent_Small_value_payments | 318.317526 | Standard | 219 |
55 | Teacher | 15414.675 | 5 | 5 | 11 | 0 | 8 | 1 | 8.96 | 7.0 | Good | 508.81 | 37.057319 | No | 0.000000 | 61.242620 | High_spent_Small_value_payments | 343.713005 | Standard | 280 |
50 | Scientist | 28880.560 | 3 | 5 | 10 | 1 | 26 | 0 | 17.66 | 4.0 | Standard | 412.80 | 33.444685 | Yes | 20.969729 | 278.857681 | Low_spent_Small_value_payments | 240.443923 | Standard | 304 |
41 | Journalist | 64259.040 | 6 | 6 | 8 | 2 | 25 | 14 | 16.69 | 10.0 | Standard | 1443.54 | 29.517262 | NM | 79.587579 | 96.378883 | High_spent_Large_value_payments | 570.125538 | Standard | 375 |
30 | Teacher | 63473.600 | 5 | 7 | 20 | 5 | 30 | 18 | 16.93 | 8.0 | Standard | 1029.31 | 25.190544 | Yes | 163.308556 | 64.617506 | High_spent_Large_value_payments | 550.620605 | Standard | 165 |
38 | Writer | 14025.885 | 4 | 5 | 6 | 4 | 28 | 13 | 3.47 | 9.0 | Standard | 447.92 | 33.776780 | No | 38.254822 | 0.000000 | Low_spent_Small_value_payments | 307.392581 | Standard | 389 |
42 | Mechanic | 17908.010 | 5 | 4 | 12 | 2 | 10 | 12 | 3.93 | 1.0 | Good | 1456.12 | 30.455291 | No | 179.781031 | 168.299636 | Low_spent_Small_value_payments | 237.210174 | Good | 227 |
22 | Media_Manager | 121238.400 | 2 | 7 | 1 | 1 | 7 | 0 | 3.64 | 2.0 | Good | 1160.07 | 28.564658 | No | 92.005126 | 526.649597 | Low_spent_Large_value_payments | 649.765277 | Good | 193 |
30 | Mechanic | 30022.710 | 3 | 7 | 6 | 4 | 9 | 2 | 3.06 | 1.0 | Good | 1071.33 | 36.848959 | No | 62.222285 | 81.389444 | Low_spent_Medium_value_payments | 404.877521 | Poor | 317 |
56 | Entrepreneur | 37482.370 | 1 | 7 | 1 | 1 | 14 | 0 | 3.87 | 0.0 | Good | 1137.02 | 40.093425 | No | 26.543222 | 174.113019 | High_spent_Small_value_payments | 377.596842 | Poor | 253 |
42 | Manager | 34666.020 | 8 | 6 | 25 | 4 | 22 | 0 | 7.06 | 8.0 | Bad | 1353.07 | 35.021008 | Yes | 70.950077 | 377.147420 | Low_spent_Small_value_payments | 136.586003 | Poor | 128 |
53 | Entrepreneur | 72301.620 | 4 | 3 | 18 | 3 | 13 | 15 | 15.87 | 2.0 | Standard | 819.37 | 34.247559 | Yes | 98.980289 | 567.644341 | Low_spent_Medium_value_payments | 223.388870 | Standard | 329 |
46 | Engineer | 110557.080 | 3 | 5 | 5 | 2 | 30 | 14 | 5.51 | 5.0 | Standard | 946.28 | 31.341189 | Yes | 181.855775 | 143.478163 | High_spent_Large_value_payments | 835.675062 | Standard | 215 |
29 | Doctor | 38324.720 | 2 | 4 | 7 | 0 | 5 | 5 | 0.60 | 4.0 | Good | 417.31 | 24.887114 | No | 0.000000 | 55.925757 | High_spent_Large_value_payments | 500.846910 | Good | 338 |
44 | Lawyer | 28300.370 | 5 | 5 | 9 | 3 | 19 | 10 | 7.69 | 4.0 | Good | 1489.20 | 40.157385 | NM | 52.012560 | 45.367148 | High_spent_Small_value_payments | 370.456709 | Standard | 0 |
51 | Developer | 17217.280 | 7 | 6 | 13 | 0 | 11 | 18 | 13.12 | 4.0 | Standard | 395.46 | 36.170254 | Yes | 0.000000 | 19.722513 | High_spent_Medium_value_payments | 393.254820 | Standard | 382 |
42 | Writer | 90285.330 | 1 | 4 | 11 | 3 | 11 | 6 | 2.88 | 4.0 | Good | 570.82 | 30.494689 | No | 121.849019 | 593.379199 | Low_spent_Medium_value_payments | 299.049532 | Good | 248 |
55 | Lawyer | 18320277.000 | 5 | 7 | 7 | 1 | 4 | 8 | 7.55 | 2.0 | Good | 515.73 | 38.096659 | No | 35.374569 | 265.492106 | Low_spent_Small_value_payments | 382.952658 | Standard | 243 |
44 | Architect | 35618.390 | 4 | 4 | 19 | 7 | 7 | 19 | 9.89 | 4.0 | Standard | 1320.37 | 35.854418 | Yes | 163.202427 | 208.198845 | Low_spent_Small_value_payments | 236.018645 | Standard | 0 |
30 | Doctor | 20048.230 | 2 | 6 | 9 | 4 | 20 | 4 | 5.01 | 1.0 | Good | 224.98 | 24.421808 | No | 41.947272 | 110.270334 | High_spent_Small_value_payments | 271.550977 | Standard | 0 |
40 | Media_Manager | 34676.000 | 3 | 6 | 18 | 4 | 25 | 17 | 9.99 | 7.0 | Standard | 138.30 | 24.093090 | NM | 69.528976 | 210.694770 | Low_spent_Large_value_payments | 305.842921 | Standard | 79 |
39 | Musician | 17309.885 | 6 | 4 | 19 | 0 | 11 | 16 | 7.20 | 1.0 | Standard | 1348.98 | 31.813293 | Yes | 0.000000 | 96.257211 | Low_spent_Small_value_payments | 355.391830 | Standard | 318 |
40 | Doctor | 78722.560 | 7 | 7 | 9 | 3 | 28 | 13 | 4.77 | 1.0 | Standard | 569.38 | 38.669431 | No | 137.175287 | 142.093618 | High_spent_Medium_value_payments | 648.052428 | Standard | 207 |
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