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ID | Описание | Дата |
---|---|---|
256d2719-f7f3-4ef5-bcab-bbef40bbc17a | aggregate turn-key models | 1986-03-29 |
0232b977-1f9b-4fbd-a6e7-67eac5316d06 | engage customized synergies | 1976-03-02 |
842c270a-4699-4c4e-bae5-9360e2ad42f5 | enable granular ROI | 1973-03-13 |
522e28c3-4b91-49c4-800e-2bce0c8f91bd | re-intermediate clicks-and-mortar e-markets | 1994-08-06 |
f9e877f0-718d-4957-bd23-5b165086ff11 | envisioneer cross-platform functionalities | 2022-12-06 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39 | Architect | 31732.610 | 4 | 4 | 1 | 4 | 30 | 10 | 3.37 | 4.0 | Good | 1404.06 | 27.780391 | No | 100.915408 | 70.232965 | High_spent_Large_value_payments | 358.790044 | Poor | 363 |
50 | Musician | 18268.610 | 3 | 4 | 6 | 4 | 24 | 14 | 11.05 | 3.0 | Standard | 393.05 | 27.311459 | Yes | 42.078776 | 36.868045 | High_spent_Medium_value_payments | 302.791595 | Good | 306 |
38 | Lawyer | 38149.090 | 1 | 3 | 8 | 3 | 11 | 7 | 6.72 | 1.0 | Good | 821.91 | 34.718596 | No | 90.321603 | 51.898946 | High_spent_Large_value_payments | 409.888534 | Good | 236 |
16 | Engineer | 83075.640 | 6 | 4 | 16 | 1 | 25 | 13 | 18.49 | 5.0 | Standard | 1466.97 | 31.211854 | Yes | 56.763754 | 146.079237 | High_spent_Large_value_payments | 738.754009 | Standard | 283 |
32 | Scientist | 14924.120 | 8 | 7 | 16 | 2 | 7 | 22 | 10.80 | 7.0 | Standard | 22.71 | 38.572385 | Yes | 19.928365 | 48.698284 | Low_spent_Small_value_payments | 356.141018 | Standard | 136 |
25 | Architect | 19657.560 | 4 | 3 | 15 | 2 | 26 | 13 | 8.74 | 5.0 | Standard | 1480.88 | 36.879859 | NM | 21.240117 | 107.534800 | Low_spent_Medium_value_payments | 286.138083 | Standard | 0 |
34 | Architect | 13840.485 | 6 | 7 | 17 | 4 | 7 | 12 | 5.56 | 1.0 | Standard | 687.00 | 33.260439 | Yes | 35.088886 | 92.760994 | Low_spent_Medium_value_payments | 257.387495 | Standard | 0 |
31 | Musician | 88126.580 | 2 | 7 | 1 | 0 | 9 | 6 | 9.57 | 1.0 | Good | 261.29 | 28.526739 | No | 0.000000 | 660.157991 | Low_spent_Medium_value_payments | 344.930175 | Standard | 371 |
25 | Manager | 73134.060 | 5 | 4 | 12 | 4 | 23 | 15 | 4.63 | 4.0 | Standard | 382.91 | 26.763491 | No | 156.920956 | 222.980850 | High_spent_Medium_value_payments | 461.448693 | Standard | 398 |
18 | Scientist | 86492.880 | 7 | 5 | 17 | 3 | 8 | 13 | 5.16 | 1.0 | Standard | 269.63 | 25.090425 | NM | 172.346551 | 426.795577 | Low_spent_Small_value_payments | 398.431872 | Standard | 365 |
51 | Doctor | 110468.490 | 0 | 7 | 7 | 1 | 7 | 3 | 13.23 | 2.0 | Good | 1195.71 | 36.427377 | No | 52.458223 | 271.759189 | High_spent_Medium_value_payments | 819.253337 | Good | 382 |
34 | Writer | 33765.680 | 0 | 5 | 8 | 1 | 5 | 8 | 1.27 | 1.0 | Good | 469.44 | 39.285932 | NM | 22.338799 | 39.625968 | High_spent_Medium_value_payments | 440.915900 | Good | 0 |
31 | Entrepreneur | 30661.160 | 4 | 5 | 15 | 3 | 10 | 14 | 12.61 | 4.0 | Standard | 1346.55 | 34.946256 | NM | 52.387668 | 61.715527 | High_spent_Medium_value_payments | 369.706471 | Standard | 255 |
38 | Musician | 7343.865 | 3 | 5 | 11 | 3 | 20 | 10 | 11.66 | 7.0 | Standard | 116.26 | 23.853140 | Yes | 10.433872 | 26.115717 | Low_spent_Small_value_payments | 322.749286 | Standard | 0 |
44 | Engineer | 66940.620 | 3 | 4 | 14 | 4 | 11 | 10 | 19.90 | 4.0 | Standard | 352.97 | 26.726737 | Yes | 164.211367 | 373.573376 | Low_spent_Small_value_payments | 323.953757 | Standard | 371 |
32 | Manager | 94609.020 | 7 | 7 | 7 | 1 | 22 | 10 | 15.07 | 6.0 | Standard | 707.52 | 33.953829 | Yes | 52.857996 | 166.389950 | High_spent_Medium_value_payments | 816.860554 | Standard | 0 |
45 | Entrepreneur | 77460.200 | 4 | 7 | 25 | 2 | 23 | 0 | 11.67 | 9.0 | Standard | 1329.63 | 36.566596 | Yes | 108.818048 | 218.216734 | High_spent_Small_value_payments | 582.366884 | Poor | 138 |
25 | Journalist | 69136.540 | 3 | 4 | 14 | 0 | 9 | 21 | 6.18 | 3.0 | Standard | 478.85 | 25.232156 | Yes | 0.000000 | 211.633227 | Low_spent_Large_value_payments | 648.604606 | Standard | 208 |
46 | Doctor | 89057.640 | 5 | 3 | 10 | 2 | 14 | 20 | 3.32 | 3.0 | Standard | 600.66 | 25.133536 | No | 75.720747 | 0.000000 | High_spent_Large_value_payments | 750.148569 | Standard | 395 |
18 | Developer | 28623.510 | 8 | 6 | 9 | 3 | 25 | 20 | 16.13 | 4.0 | Standard | 176.43 | 31.610279 | Yes | 52.944222 | 171.294308 | Low_spent_Medium_value_payments | 283.890720 | Standard | 77 |
36 | Media_Manager | 32473.320 | 7 | 3 | 6 | 6 | 33 | 19 | 19.38 | 4.0 | Standard | 893.83 | 25.737003 | Yes | 136.229101 | 261.109230 | Low_spent_Small_value_payments | 180.172669 | Standard | 105 |
28 | Developer | 38726.470 | 0 | 4 | 10 | 0 | 8 | 11 | 1.59 | 5.0 | Good | 259.59 | 31.694844 | No | 0.000000 | 103.715270 | High_spent_Small_value_payments | 503.005314 | Good | 272 |
55 | Lawyer | 134328.900 | 2 | 4 | 8 | 0 | 8 | 7 | 3.76 | 2.0 | Good | 579.41 | 42.313981 | No | 0.000000 | 396.420328 | Low_spent_Medium_value_payments | 1016.587172 | Poor | 0 |
38 | Accountant | 91771.290 | 4 | 2 | 5 | 3 | 32 | 10 | 17.13 | 11.0 | Standard | 1266.35 | 39.370930 | Yes | 176.579352 | 0.000000 | Low_spent_Large_value_payments | 476.382887 | Poor | 143 |
22 | Entrepreneur | 22320.325 | 0 | 7 | 9 | 3 | 22 | 1 | 4.63 | 4.0 | Good | 983.12 | 33.724030 | No | 40.926980 | 123.775018 | Low_spent_Small_value_payments | 321.900711 | Poor | 231 |
34 | Architect | 21709.070 | 3 | 4 | 8 | 0 | 7 | 0 | 11.52 | 3.0 | Good | 1047.30 | 25.778423 | No | 0.000000 | 96.555743 | High_spent_Small_value_payments | 371.253174 | Good | 289 |
46 | Manager | 110375.040 | 5 | 3 | 11 | 1 | 3 | 4113 | 10.12 | 3.0 | Good | 1449.78 | 38.644145 | NM | 83.074402 | 79.031983 | High_spent_Large_value_payments | 1012.485615 | Good | 393 |
25 | Musician | 62848.830 | 7 | 6 | 10 | 0 | 9 | 14 | 17.70 | 4.0 | Standard | 1242.93 | 42.368006 | Yes | 0.000000 | 0.000000 | High_spent_Large_value_payments | 705.072048 | Standard | 193 |
19 | Manager | 35650.020 | 7 | 4 | 20 | 2 | 26 | 19 | 19.28 | 4.0 | Standard | 770.37 | 31.400315 | Yes | 37.827914 | 221.406249 | Low_spent_Medium_value_payments | 290.449337 | Standard | 238 |
46 | Journalist | 59692.580 | 4 | 3 | 18 | 4 | 15 | 18 | 12.52 | 6.0 | Standard | 458.68 | 30.133679 | Yes | 112.390429 | 385.793422 | Low_spent_Medium_value_payments | 255.154316 | Standard | 217 |
54 | Accountant | 22332.370 | 8 | 4 | 12 | 1 | 28 | 18 | 4.59 | 2.0 | Good | 1154.50 | 27.630608 | No | 14.231962 | 61.955544 | High_spent_Small_value_payments | 374.515577 | Poor | 0 |
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