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ID | Описание | Дата |
---|---|---|
b58d6472-ad35-4b80-96a0-ff2bad64d275 | streamline next-generation action-items | 1982-06-18 |
19145d00-3d63-4c3c-b57f-4b4aec4a86a9 | brand magnetic e-commerce | 1998-07-07 |
50ca922b-c10b-4b1f-8364-ecb976e202d7 | embrace open-source ROI | 1984-11-04 |
caf54021-9bf4-4487-bd47-448e88fb0f52 | strategize innovative convergence | 2022-09-10 |
ac0ab4af-c5ac-4491-b943-efc56d097396 | harness innovative architectures | 2013-03-19 |
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 | Mechanic | 72241.020 | 8 | 4 | 4 | 1 | 30 | 12 | 0.67 | 7.0 | Good | 843.44 | 40.617343 | NM | 39.808328 | 286.951158 | High_spent_Small_value_payments | 508.349014 | Standard | 0 |
20 | Writer | 61887.200 | 7 | 4 | 13 | 4 | 9 | 14 | 0.89 | 3.0 | Standard | 1370.48 | 34.779104 | Yes | 160.191974 | 55.306168 | High_spent_Large_value_payments | 524.528525 | Standard | 385 |
42 | Lawyer | 107451.030 | 0 | 5 | 11 | 1 | 7 | 10 | 14.34 | 3.0 | Good | 671.46 | 33.692606 | NM | 68.486703 | 307.686594 | Low_spent_Medium_value_payments | 824.251952 | Good | 326 |
19 | Developer | 13754.500 | 4 | 3 | 5 | 6 | 6 | 0 | 19.85 | 8.0 | Standard | 39.59 | 28.893459 | Yes | 61.012322 | 99.716523 | Low_spent_Large_value_payments | 235.391989 | Good | 84 |
21 | Developer | 13506.895 | 3 | 5 | 12 | 0 | 26 | 8 | 5.97 | 8.0 | Standard | 945.04 | 24.347549 | Yes | 0.000000 | 77.577823 | Low_spent_Small_value_payments | 349.379635 | Standard | 81 |
34 | Writer | 36063.450 | 7 | 6 | 13 | 5 | 20 | 14 | 16.78 | 5.0 | Standard | 1497.12 | 35.395009 | NM | 135.102690 | 155.001469 | High_spent_Small_value_payments | 254.324590 | Standard | 185 |
55 | Scientist | 77469.600 | 4 | 5 | 12 | 1 | 15 | 17 | 3.74 | 2.0 | Good | 529.13 | 32.917898 | No | 55.809078 | 326.955225 | High_spent_Small_value_payments | 535.015697 | Standard | 314 |
36 | Architect | 81815.020 | 0 | 5 | 4 | 1 | 6 | 2 | 5.18 | 5.0 | Good | 1434.75 | 35.867046 | No | 53.927786 | 148.155321 | High_spent_Large_value_payments | 726.408726 | Good | 401 |
28 | Media_Manager | 35933.670 | 5 | 4 | 7 | 0 | 3 | 4 | 5.95 | 4.0 | Good | 98.89 | 32.576296 | No | 0.000000 | 347.552483 | Low_spent_Small_value_payments | 215.294767 | Good | 182 |
52 | Entrepreneur | 58280.720 | 5 | 7 | 12 | 1 | 2 | 4 | 7.78 | 4.0 | Good | 471.30 | 29.835850 | No | 37.411218 | 166.756150 | Low_spent_Medium_value_payments | 551.905299 | Standard | 378 |
55 | Accountant | 14544.485 | 5 | 5 | 11 | 4 | 22 | 12 | 6.73 | 0.0 | Good | 788.41 | 39.648548 | No | 36.518490 | 91.311175 | Low_spent_Large_value_payments | 264.574377 | Standard | 270 |
39 | Entrepreneur | 35284.570 | 3 | 4 | 9 | 2 | 14 | 0 | 3.92 | 2.0 | Good | 1109.18 | 36.644464 | No | 38.381739 | 205.761834 | Low_spent_Small_value_payments | 333.194510 | Good | 378 |
34 | Entrepreneur | 44793.340 | 0 | 5 | 3 | 0 | 6 | 0 | 5.69 | 3.0 | Good | 585.77 | 30.316983 | NM | 0.000000 | 331.169641 | Low_spent_Small_value_payments | 326.608193 | Good | 305 |
52 | Scientist | 51410.980 | 4 | 7 | 16 | 0 | 8 | 12 | 1.49 | 4.0 | Standard | 743.41 | 24.916809 | No | 0.000000 | 135.417494 | High_spent_Medium_value_payments | 515.807340 | Standard | 319 |
42 | Lawyer | 18280.185 | 5 | 7 | 17 | 1 | 19 | 16 | 8.53 | 2.0 | Standard | 556.78 | 29.458878 | Yes | 13.453568 | 91.862162 | Low_spent_Small_value_payments | 334.519145 | Standard | 196 |
54 | Musician | 94639.110 | 3 | 4 | 16 | 3 | 12 | 16 | 5.28 | 0.0 | Standard | 680.76 | 24.985580 | No | 194.601113 | 236.015329 | High_spent_Medium_value_payments | 589.942809 | Standard | 338 |
33 | Mechanic | 63258.900 | 6 | 6 | 11 | 1 | 19 | 7 | 4.78 | 4.0 | Good | 137.98 | 26.120574 | No | 28.643889 | 154.812748 | High_spent_Medium_value_payments | 572.700863 | Good | 272 |
40 | Accountant | 66995.860 | 3 | 6 | 15 | 0 | 30 | 19 | 8.16 | 3.0 | Standard | 554.69 | 25.669031 | Yes | 0.000000 | 683.945074 | Low_spent_Small_value_payments | 144.553760 | Standard | 255 |
21 | Writer | 16140.325 | 4 | 4 | 9 | 3 | 7 | 13 | 9.07 | 6.0 | Standard | 382.28 | 38.399142 | Yes | 38.458943 | 165.304029 | Low_spent_Small_value_payments | 217.139736 | Standard | 255 |
24 | Manager | 82194.020 | 0 | 3 | 2 | 3 | 3 | 1 | 2.62 | 3.0 | Good | 957.94 | 41.288990 | No | 119.422188 | 110.807740 | High_spent_Medium_value_payments | 699.720239 | Standard | 348 |
14 | Musician | 70097.540 | 5 | 5 | 20 | 1 | 30 | 9 | 13.02 | 6.0 | Standard | 229.36 | 25.528420 | Yes | 53.383301 | 181.060835 | High_spent_Medium_value_payments | 600.602030 | Standard | 364 |
54 | Accountant | 21338.550 | 8 | 4 | 16 | 0 | 21 | 17 | 5.40 | 5.0 | Standard | 853.65 | 25.113560 | No | 0.000000 | 46.048807 | High_spent_Medium_value_payments | 354.572443 | Standard | 0 |
48 | Musician | 116742.540 | 5 | 3 | 10 | 2 | 0 | 2 | 4.14 | 2.0 | Good | 295.19 | 39.144968 | No | 186.726035 | 138.172834 | High_spent_Large_value_payments | 907.555631 | Good | 337 |
19 | Mechanic | 14531.070 | 4 | 5 | 9 | 4 | 26 | 10 | 6.77 | 1.0 | Good | 268.56 | 39.765555 | NM | 34.462631 | 102.856310 | Low_spent_Small_value_payments | 255.473309 | Poor | 219 |
20 | Developer | 39448.670 | 1 | 5 | 9 | 1 | 4 | 3 | 10.82 | 4.0 | Good | 544.19 | 33.068818 | No | 22.764457 | 99.562862 | High_spent_Medium_value_payments | 467.711597 | Standard | 270 |
27 | Writer | 20975.390 | 0 | 1 | 6 | 3 | 12 | 8 | 0.64 | 3.0 | Good | 771.16 | 41.139210 | No | 47.115100 | 178.990466 | Low_spent_Small_value_payments | 221.189351 | Good | 326 |
33 | Teacher | 16743.345 | 2 | 4 | 5 | 0 | 14 | 4 | 4.21 | 1.0 | Good | 1272.03 | 31.147779 | No | 0.000000 | 164.547410 | Low_spent_Small_value_payments | 254.680465 | Good | 0 |
19 | Teacher | 32089.330 | 4 | 6 | 2 | 4 | 12 | 20 | 1.33 | 0.0 | Good | 435.89 | 25.366827 | NM | 71.306851 | 227.445894 | Low_spent_Large_value_payments | 259.458338 | Poor | 0 |
20 | Doctor | 78059.360 | 6 | 5 | 19 | 1 | 26 | 13 | 11.41 | 5.0 | Standard | 1220.42 | 30.576808 | Yes | 55.762229 | 132.588300 | High_spent_Medium_value_payments | 689.444137 | Standard | 190 |
51 | Teacher | 28497.510 | 4 | 6 | 4 | 1 | 14 | 8 | 3.67 | 4.0 | Good | 288.92 | 36.591873 | No | 21.648625 | 171.118579 | Low_spent_Large_value_payments | 331.512046 | Standard | 248 |
48 | Accountant | 42940.260 | 3 | 7 | 2 | 1 | 12 | 10 | 6.84 | 3.0 | Good | 90.74 | 41.340046 | No | 34.679267 | 95.492103 | High_spent_Large_value_payments | 492.664130 | Standard | 0 |
28 | Manager | 32825.810 | 2 | 7 | 3 | 4 | 15 | 0 | 1.94 | 2.0 | Good | 1035.24 | 38.965400 | No | 64.305575 | 173.815402 | High_spent_Small_value_payments | 286.827439 | Standard | 328 |
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