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ID | Описание | Дата |
---|---|---|
0f0cbede-d48a-4f04-b50f-c53e49f4a653 | iterate enterprise interfaces | 2010-09-18 |
87a887f7-0847-44a8-bf00-4e54196da828 | cultivate web-enabled niches | 1997-03-23 |
0c769e1e-7c41-45ab-8bdf-cdb2695d844b | brand leading-edge users | 2007-09-29 |
64b218de-d394-447e-8223-f10c6f0cc2cd | strategize real-time paradigms | 1983-12-12 |
8593531a-812a-4fa1-9bd0-256c8fbc8d7e | integrate scalable channels | 1978-06-21 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22 | Engineer | 16852.635 | 4 | 6 | 9 | 0 | 27 | 13 | 19.68 | 6.0 | Standard | 775.22 | 39.504871 | Yes | 0.000000 | 69.043406 | Low_spent_Medium_value_payments | 380.095219 | Standard | 348 |
42 | Accountant | 20492.450 | 0 | 7 | 2 | 1 | 13 | 1 | 11.69 | 4.0 | Good | 429.71 | 27.629757 | No | 13.239852 | 98.206400 | Low_spent_Small_value_payments | 332.024164 | Standard | 307 |
45 | Mechanic | 63093.320 | 4 | 3 | 7 | 3 | 20 | 15 | 11.71 | 6.0 | Standard | 1441.44 | 25.230241 | Yes | 120.850440 | 479.234774 | Low_spent_Medium_value_payments | 201.192452 | Standard | 103 |
23 | Doctor | 14790.965 | 5 | 7 | 17 | 1 | 5 | 15 | 10.64 | 6.0 | Standard | 1382.27 | 22.875609 | NM | 10.899071 | 95.409635 | High_spent_Small_value_payments | 290.649335 | Standard | 70 |
24 | Accountant | 92949.780 | 0 | 5 | 10 | 4 | 12 | 0 | 12.88 | 3.0 | Good | 1037.46 | 34.662916 | No | 197.304889 | 378.265871 | Low_spent_Large_value_payments | 471.910741 | Standard | 300 |
35 | Architect | 27752.640 | 3 | 4 | 12 | 1 | 30 | 16 | 8.27 | 6.0 | Standard | 915.19 | 31.540242 | NM | 16.180335 | 90.727891 | High_spent_Small_value_payments | 363.663774 | Standard | 155 |
31 | Architect | 9948564.000 | 2 | 4 | 7 | 1 | 3 | 6 | 8.29 | 3.0 | Good | 536.36 | 37.458254 | No | 12.127443 | 207.321900 | Low_spent_Medium_value_payments | 306.186240 | Poor | 383 |
21 | Scientist | 141420.920 | 6 | 4 | 9 | 2 | 25 | 18 | 7.27 | 2.0 | Standard | 367.22 | 31.430883 | Yes | 159.623339 | 312.600204 | High_spent_Medium_value_payments | 952.584123 | Standard | 370 |
27 | Mechanic | 74142.960 | 0 | 2 | 12 | 3 | 16 | 0 | 2.45 | 1.0 | Good | 954.72 | 33.176300 | No | 164.894444 | 72.773101 | High_spent_Medium_value_payments | 603.290456 | Good | 303 |
46 | Developer | 26918.380 | 6 | 5 | 10 | 2 | 10 | 13 | 5.48 | 6.0 | Standard | 1054.90 | 31.915902 | Yes | 43.926610 | 144.324879 | Low_spent_Small_value_payments | 345.968345 | Standard | 311 |
25 | Engineer | 28823.030 | 7 | 6 | 1 | 2 | 11 | 10 | 11.22 | 5.0 | Standard | 51.26 | 37.445547 | NM | 39.348372 | 0.000000 | Low_spent_Medium_value_payments | 316.998490 | Poor | 397 |
23 | Journalist | 8983.565 | 6 | 4 | 6 | 2 | 8 | 16 | 8.25 | 8.0 | Standard | 1270.65 | 33.911482 | Yes | 9.885125 | 54.947943 | Low_spent_Medium_value_payments | 279.729974 | Poor | 182 |
23 | Engineer | 28686.150 | 4 | 6 | 2 | 0 | 8 | 0 | 8.41 | 4.0 | Good | 806.96 | 33.464921 | No | 0.000000 | 198.141150 | Low_spent_Small_value_payments | 326.510100 | Good | 235 |
25 | Teacher | 31380.640 | 2 | 1 | 4 | 3 | 7 | 4 | 3.18 | 3.0 | Good | 1027.38 | 36.845746 | NM | 74.052787 | 46.007134 | High_spent_Small_value_payments | 375.545413 | Good | 302 |
36 | Musician | 38555.620 | 2 | 3 | 4 | 4 | 1 | 9 | 5.03 | 3.0 | Good | 353.25 | 27.583068 | No | 75.806554 | 108.886704 | Low_spent_Large_value_payments | 414.603575 | Good | 245 |
36 | Engineer | 19773.560 | 4 | 3 | 19 | 1 | 14 | 19 | 2.31 | 4.0 | Standard | 1019.48 | 40.760610 | NM | 10.358307 | 22.786303 | High_spent_Medium_value_payments | 410.835057 | Standard | 280 |
38 | Manager | 27964.680 | 8 | 3 | 6 | 4 | 18 | 14 | 4.84 | 1.0 | Standard | 1213.10 | 29.502899 | No | 52.449531 | 52.502696 | High_spent_Large_value_payments | 357.486773 | Standard | 250 |
51 | Entrepreneur | 64871.140 | 5 | 5 | 5 | 2 | 14 | 2 | 0.00 | 0.0 | Good | 34.30 | 34.355983 | No | 73.226353 | 310.877197 | Low_spent_Large_value_payments | 419.289283 | Good | 286 |
44 | Mechanic | 53860.980 | 4 | 7 | 15 | 0 | 17 | 8 | 4.82 | 6.0 | Standard | 1356.10 | 26.581030 | Yes | 0.000000 | 234.243743 | High_spent_Small_value_payments | 451.797757 | Standard | 193 |
41 | Manager | 82928.040 | 7 | 4 | 16 | 3 | 23 | 13 | 13.97 | 2.0 | Standard | 601.78 | 33.153830 | NM | 121.547013 | 153.285317 | High_spent_Medium_value_payments | 686.934670 | Standard | 192 |
24 | Lawyer | 116098.120 | 6 | 4 | 8 | 3 | 1 | 8 | 19.69 | 6.0 | Standard | 317.72 | 29.588846 | Yes | 150.773971 | 97.790353 | High_spent_Large_value_payments | 931.720009 | Standard | 100 |
44 | Doctor | 17446268.000 | 7 | 6 | 17 | 0 | 17 | 7 | 9.38 | 4.0 | Standard | 221.62 | 26.981668 | Yes | 0.000000 | 63.292521 | High_spent_Large_value_payments | 637.355979 | Standard | 218 |
47 | Engineer | 79016.060 | 1 | 5 | 5 | 2 | 22 | 1 | 3.15 | 1.0 | Good | 558.81 | 40.449584 | No | 85.110632 | 65.316040 | High_spent_Large_value_payments | 745.740495 | Poor | 258 |
31 | Mechanic | 80541.510 | 4 | 7 | 20 | 0 | 14 | 0 | 10.81 | 0.0 | Standard | 345.22 | 36.352669 | Yes | 0.000000 | 806.434417 | Low_spent_Small_value_payments | 129.644833 | Standard | 0 |
54 | Writer | 32495.660 | 3 | 7 | 18 | 1 | 10 | 18 | 17.39 | 1.0 | Standard | 1099.57 | 24.763898 | Yes | 23.965704 | 138.497221 | Low_spent_Medium_value_payments | 377.034242 | Standard | 211 |
44 | Journalist | 92807.490 | 1 | 6 | 9 | 2 | 15 | 10 | 4.78 | 4.0 | Good | 1393.25 | 31.098028 | NM | 141.366606 | 735.072924 | Low_spent_Medium_value_payments | 189.856220 | Good | 213 |
44 | Lawyer | 82668.780 | 3 | 6 | 20 | 1 | 23 | 15 | 16.27 | 0.0 | Standard | 540.04 | 30.036971 | Yes | 55.699665 | 490.491620 | Low_spent_Medium_value_payments | 426.815215 | Standard | 294 |
37 | Architect | 17919.005 | 1 | 5 | 8 | 0 | 5 | 4 | 6.44 | 2.0 | Good | 69.03 | 35.589289 | NM | 0.000000 | 76.342946 | Low_spent_Small_value_payments | 360.082096 | Poor | 0 |
37 | Accountant | 40276.270 | 5 | 4 | 12 | 3 | 32 | 14 | 9.02 | 9.0 | Good | 786.37 | 31.142889 | NM | 54.116357 | 186.143889 | Low_spent_Small_value_payments | 387.875338 | Poor | 266 |
47 | Journalist | 30424.170 | 5 | 7 | 14 | 4 | 10 | 12 | 3.46 | 6.0 | Standard | 519.00 | 26.727211 | No | 65.035518 | 43.135756 | High_spent_Large_value_payments | 415.363475 | Standard | 197 |
49 | Doctor | 34239.070 | 3 | 4 | 10 | 0 | 11 | 11 | 7.83 | 1.0 | Good | 504.44 | 33.380852 | No | 0.000000 | 333.775778 | Low_spent_Small_value_payments | 247.849806 | Standard | 255 |
26 | Entrepreneur | 93350.640 | 4 | 6 | 20 | 0 | 27 | 17 | 9.27 | 4.0 | Standard | 1139.10 | 34.836645 | Yes | 0.000000 | 268.148400 | High_spent_Medium_value_payments | 739.173600 | Standard | 312 |
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