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ID | Описание | Дата |
---|---|---|
782d1753-89a7-402f-be83-7d0abf870460 | repurpose vertical technologies | 2020-12-04 |
a6b7466f-21e6-4bce-ab5b-d11555a628fb | deliver one-to-one methodologies | 2021-05-25 |
ea977bc4-27b1-4c7d-83a3-55bca5085199 | evolve B2C solutions | 2002-01-25 |
57947e79-a1ef-4ad2-991e-74d603c4e5f0 | re-intermediate vertical systems | 1988-01-12 |
b3a689bc-4f74-4893-9bfc-55ec34222b30 | engineer front-end e-business | 1985-04-12 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21 | Engineer | 12986.745 | 4 | 3 | 10 | 2 | 30 | 20 | 11.80 | 7.0 | Standard | 1489.49 | 26.153078 | Yes | 16.719300 | 47.266681 | Low_spent_Medium_value_payments | 311.936894 | Standard | 106 |
50 | Architect | 122713.600 | 5 | 6 | 14 | 2 | 11 | 12 | 10.46 | 1.0 | Standard | 128.33 | 30.905228 | No | 146.268887 | 659.197695 | High_spent_Small_value_payments | 465.946751 | Standard | 276 |
45 | Media_Manager | 28942.300 | 8 | 3 | 13 | 2 | 8 | 17 | 5.08 | 3.0 | Standard | 690.71 | 37.140374 | Yes | 41.837774 | 27.877997 | High_spent_Medium_value_payments | 401.970062 | Standard | 377 |
54 | Musician | 33720.510 | 7 | 4 | 16 | 2 | 18 | 16 | 6.47 | 3.0 | Standard | 583.96 | 29.409302 | Yes | 43.614197 | 0.000000 | Low_spent_Large_value_payments | 332.467102 | Standard | 389 |
36 | Musician | 16364.675 | 8 | 5 | 12 | 2 | 9 | 11 | 9.92 | 0.0 | Good | 60.17 | 35.713710 | No | 16.379777 | 25.740611 | High_spent_Large_value_payments | 364.051903 | Good | 187 |
43 | Architect | 14311.105 | 4 | 3 | 4 | 3 | 5 | 12 | 4.53 | 3.0 | Good | 380.09 | 37.928881 | No | 21.815733 | 74.134127 | High_spent_Small_value_payments | 291.809349 | Good | 258 |
43 | Scientist | 109864.470 | 8 | 6 | 16 | 0 | 19 | 10 | 8.67 | 2.0 | Standard | 35.21 | 30.409295 | Yes | 0.000000 | 231.798316 | High_spent_Large_value_payments | 917.538934 | Standard | 239 |
41 | Teacher | 83789.220 | 8 | 6 | 2 | 2 | 8 | 17 | 9.21 | 3.0 | Good | 1185.23 | 28.535949 | No | 98.486071 | 515.319686 | Low_spent_Large_value_payments | 361.337744 | Good | 378 |
42 | Lawyer | 29377.620 | 5 | 4 | 5 | 1 | 12 | 18 | 11.48 | 4.0 | Standard | 911.06 | 28.291169 | Yes | 17.327220 | 52.552779 | High_spent_Medium_value_payments | 423.133501 | Standard | 332 |
37 | Musician | 26508.580 | 5 | 7 | 12 | 3 | 15 | 19 | 14.54 | 4.0 | Good | 1356.64 | 38.007922 | No | 35.372569 | 74.746942 | High_spent_Medium_value_payments | 389.885322 | Good | 319 |
45 | Doctor | 15608.695 | 7 | 3 | 12 | 4 | 12 | 19 | 12.35 | 6.0 | Standard | 488.34 | 29.137238 | Yes | 26.777829 | 177.413829 | Low_spent_Small_value_payments | 222.480801 | Standard | 234 |
30 | Media_Manager | 27592.700 | 8 | 7 | 12 | 4 | 23 | 19 | 4.45 | 4.0 | Standard | 1310.17 | 27.287334 | No | 61.620162 | 199.246593 | Low_spent_Small_value_payments | 264.872411 | Standard | 351 |
43 | Musician | 18942.005 | 1 | 3 | 10 | 1 | 11 | 12 | 1.88 | 2.0 | Good | 156.54 | 31.911758 | No | 14.040810 | 136.721709 | Low_spent_Medium_value_payments | 264.187522 | Standard | 214 |
33 | Engineer | 14093.080 | 4 | 3 | 22 | 4 | 25 | 0 | 7.30 | 9.0 | Standard | 1321.92 | 39.747318 | Yes | 42.110983 | 117.577256 | Low_spent_Medium_value_payments | 244.954094 | Poor | 179 |
18 | Writer | 176295.000 | 5 | 2 | 9 | 2 | 9 | 12 | 1.32 | 1.0 | Good | 44.91 | 46.745141 | No | 158.373733 | 196.556792 | High_spent_Large_value_payments | 1381.094475 | Good | 212 |
27 | Entrepreneur | 29453.840 | 7 | 5 | 12 | 5 | 7 | 21 | 19.45 | 7.0 | Standard | 249.36 | 33.066550 | Yes | 86.086308 | 284.236429 | Low_spent_Small_value_payments | 142.425929 | Standard | 176 |
43 | Mechanic | 32464.100 | 4 | 3 | 10 | 1 | 6 | 5 | 4.82 | 1.0 | Standard | 681.09 | 34.107036 | No | 19.186561 | 77.371918 | Low_spent_Large_value_payments | 440.275687 | Standard | 386 |
15 | Engineer | 8984.620 | 8 | 4 | 18 | 7 | 15 | 9 | 14.27 | 6.0 | Standard | 720.17 | 28.965799 | Yes | 31.086195 | 74.157443 | Low_spent_Small_value_payments | 242.328195 | Standard | 196 |
36 | Doctor | 63213.120 | 4 | 4 | 9 | 4 | 15 | 9 | 8.47 | 4.0 | Good | 584.85 | 35.200173 | No | 166.117653 | 213.566095 | High_spent_Medium_value_payments | 393.692252 | Standard | 277 |
19 | Musician | 17816.750 | 5 | 5 | 8 | 1 | 25 | 15 | 3.03 | 4.0 | Standard | 438.66 | 25.556849 | Yes | 12.031821 | 92.460718 | High_spent_Small_value_payments | 317.880378 | Standard | 189 |
33 | Manager | 44264.410 | 3 | 3 | 6 | 2 | 11 | 2 | 9.66 | 3.0 | Good | 1312.23 | 23.935184 | No | 40.482424 | 365.630938 | Low_spent_Small_value_payments | 259.456721 | Good | 220 |
31 | Journalist | 85084.800 | 4 | 3 | 12 | 1 | 10 | 8 | 16.49 | 1.0 | Standard | 100.42 | 27.578688 | Yes | 69.201730 | 458.918517 | Low_spent_Medium_value_payments | 451.619754 | Standard | 254 |
43 | Teacher | 134327.560 | 4 | 6 | 13 | 2 | 3 | 19 | 11.11 | 1.0 | Standard | 1077.50 | 39.989885 | No | 187.676813 | 384.846910 | High_spent_Medium_value_payments | 818.672611 | Standard | 323 |
55 | Musician | 64193.970 | 6 | 7 | 1 | 1 | 28 | 9 | 6.61 | 6.0 | Good | 28.52 | 29.134455 | No | 44.990294 | 514.263834 | Low_spent_Large_value_payments | 263.795622 | Good | 286 |
50 | Teacher | 35774.380 | 1 | 6 | 10 | 3 | 2 | 3 | 11.53 | 0.0 | Good | 489.73 | 25.968270 | No | 52.331459 | 245.790124 | Low_spent_Small_value_payments | 269.598251 | Standard | 323 |
53 | Doctor | 69886.640 | 4 | 6 | 3 | 1 | 10 | 2 | 7.52 | 2.0 | Good | 683.01 | 38.735224 | No | 57.134763 | 69.928278 | High_spent_Large_value_payments | 680.325625 | Poor | 208 |
37 | Mechanic | 63601.480 | 3 | 7 | 15 | 6 | 27 | 13 | 19.49 | 6.0 | Standard | 1191.91 | 37.956572 | Yes | 184.691635 | 430.251044 | Low_spent_Medium_value_payments | 205.069655 | Standard | 234 |
32 | Doctor | 56125.500 | 8 | 3 | 18 | 2 | 30 | 14 | 17.89 | 4.0 | Standard | 370.22 | 32.014182 | Yes | 81.822857 | 182.065510 | High_spent_Medium_value_payments | 473.624133 | Standard | 346 |
23 | Media_Manager | 102287.790 | 6 | 6 | 8 | 1 | 16 | 20 | 3.80 | 0.0 | Standard | 1156.79 | 27.490761 | Yes | 57.808920 | 75.638901 | High_spent_Large_value_payments | 959.250429 | Good | 337 |
48 | Accountant | 21834.840 | 3 | 5 | 5 | 3 | 15 | 2274 | 8.73 | 5.0 | Good | 597.77 | 28.186829 | No | 50.874832 | 36.453307 | High_spent_Large_value_payments | 329.728860 | Good | 324 |
49 | Musician | 17393.305 | 4 | 7 | 9 | 3 | 5 | 11 | 10.87 | 2.0 | Good | 373.74 | 31.957834 | No | 28.171754 | 0.000000 | Low_spent_Medium_value_payments | 297.713156 | Good | 392 |
56 | Architect | 29764.370 | 7 | 7 | 12 | 2 | 12 | 11 | 17.35 | 0.0 | Standard | 1154.86 | 34.917593 | Yes | 33.146996 | 131.471841 | Low_spent_Large_value_payments | 355.417581 | Standard | 339 |
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