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ID | Описание | Дата |
---|---|---|
2388a63d-5353-4309-a84e-e0831a529295 | matrix B2B schemas | 1973-01-24 |
f33186df-d537-481f-81cb-2373137cfddb | iterate frictionless supply-chains | 1981-05-24 |
ac67766a-d0a5-49c2-80ea-1648983e2d7f | enhance global models | 1997-09-25 |
e03434b5-dc1a-4737-8b98-5be356519dc3 | reinvent customized architectures | 2004-12-12 |
0114c440-54dd-4fa6-9858-c2e4118eb9c1 | seize innovative functionalities | 1980-10-21 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23 | Scientist | 19114.120 | 3 | 4 | 3 | 4 | 6 | 0 | 11.27 | 4.0 | Good | 809.98 | 24.797347 | No | 49.574949 | 41.420153 | High_spent_Medium_value_payments | 341.489231 | Good | 269 |
31 | Mechanic | 126849.180 | 2 | 3 | 3 | 0 | 13 | 6 | 4.04 | 3.0 | Good | 518.40 | 36.863843 | No | 0.000000 | 966.939798 | Low_spent_Small_value_payments | 374.236702 | Good | 0 |
20 | Manager | 30783.880 | 5 | 6 | 16 | 2 | 12 | 16 | 18.73 | 6.0 | Standard | 960.38 | 32.982118 | Yes | 35.788055 | 108.744253 | High_spent_Medium_value_payments | 377.700025 | Standard | 128 |
39 | Teacher | 15707.850 | 4 | 4 | 13 | 1 | 16 | 8 | 7.59 | 10.0 | Standard | 1382.26 | 24.973295 | Yes | 10.811390 | 114.782415 | Low_spent_Small_value_payments | 269.304946 | Standard | 94 |
41 | Engineer | 99600.920 | 6 | 3 | 9 | 1 | 26 | 8 | 10.29 | 0.0 | Standard | 490.95 | 38.667930 | No | 57.506986 | 0.000000 | High_spent_Large_value_payments | 922.068624 | Standard | 321 |
36 | Musician | 28485.950 | 8 | 5 | 5 | 1 | 16 | 15 | 19.51 | 3.0 | Standard | 339.45 | 33.510925 | Yes | 17.434951 | 103.485917 | High_spent_Medium_value_payments | 393.062048 | Standard | 395 |
55 | Teacher | 28517.530 | 1 | 4 | 8 | 4 | 0 | 6 | 5.64 | 1.0 | Good | 263.92 | 25.296109 | No | 89.355573 | 255.927766 | Low_spent_Small_value_payments | 158.662744 | Standard | 196 |
30 | Journalist | 33439.390 | 8 | 6 | 6 | 4 | 6 | 0 | 15.58 | 3.0 | Standard | 372.17 | 22.986698 | Yes | 58.605188 | 217.935330 | Low_spent_Large_value_payments | 282.821065 | Standard | 185 |
47 | Writer | 35539.560 | 3 | 4 | 5 | 0 | 19 | 8 | 3.40 | 2.0 | Good | 819.48 | 39.413364 | No | 0.000000 | 20.630325 | High_spent_Large_value_payments | 514.732675 | Standard | 330 |
30 | Entrepreneur | 113616.930 | 1 | 5 | 7 | 0 | 7 | 0 | 0.93 | 7.0 | Good | 1178.30 | 32.968037 | No | 0.000000 | 257.020614 | High_spent_Small_value_payments | 974.487136 | Standard | 192 |
33 | Journalist | 69591.180 | 5 | 1 | 2 | 2 | 7 | 0 | 4.02 | 6.0 | Good | 1050.09 | 37.591258 | No | 73.606419 | 406.871119 | Low_spent_Large_value_payments | 360.348962 | Good | 383 |
37 | Teacher | 47091.420 | 5 | 5 | 16 | 4 | 11 | 0 | 19.67 | 6.0 | Standard | 629.67 | 39.374062 | Yes | 146.474385 | 131.740653 | High_spent_Medium_value_payments | 368.013462 | Standard | 118 |
37 | Musician | 93939.360 | 5 | 6 | 5 | 1 | 8 | 12 | 1.72 | 2.0 | Standard | 231.85 | 36.979422 | Yes | 71.129464 | 95.716121 | High_spent_Large_value_payments | 875.482416 | Standard | 0 |
43 | Entrepreneur | 30547.980 | 7 | 3 | 5 | 3 | 7 | 19 | 2.54 | 4.0 | Standard | 687.69 | 27.646820 | Yes | 55.524528 | 121.389618 | Low_spent_Small_value_payments | 348.452354 | Standard | 286 |
47 | Media_Manager | 48698.780 | 8 | 3 | 11 | 4 | 23 | 20 | 10.06 | 8.0 | Standard | 850.37 | 35.645632 | NM | 143.351366 | 98.881812 | High_spent_Small_value_payments | 404.289988 | Standard | 238 |
30 | Accountant | 9765.685 | 5 | 7 | 17 | 4 | 26 | 18 | 10.47 | 4.0 | Standard | 989.35 | 38.030762 | No | 25.147045 | 40.620319 | Low_spent_Small_value_payments | 282.213344 | Standard | 333 |
39 | Manager | 70544.380 | 1 | 7 | 10 | 0 | 0 | 11 | 8.62 | 1.0 | Good | 30.36 | 41.436586 | No | 0.000000 | 155.704243 | High_spent_Medium_value_payments | 653.965590 | Standard | 261 |
25 | Manager | 52462.420 | 4 | 3 | 16 | 3 | 11 | 8 | 15.87 | 8.0 | Standard | 778.66 | 25.209320 | Yes | 79.051695 | 200.090422 | High_spent_Small_value_payments | 412.444717 | Standard | 248 |
18 | Lawyer | 73128.000 | 5 | 6 | 20 | 1 | 15 | 10 | 15.63 | 4.0 | Standard | 1237.13 | 42.734496 | Yes | 42.367148 | 97.666570 | High_spent_Large_value_payments | 679.566282 | Standard | 0 |
35 | Journalist | 43960.190 | 4 | 6 | 2 | 2 | 13 | 1 | 9.99 | 2.0 | Good | 1009.92 | 30.301484 | No | 49.661411 | 199.848110 | High_spent_Small_value_payments | 376.925396 | Standard | 365 |
38 | Journalist | 59893.260 | 6 | 3 | 9 | 1 | 16 | 19 | 2.89 | 2.0 | Good | 1457.41 | 29.576215 | No | 40.788197 | 262.946513 | Low_spent_Small_value_payments | 491.475790 | Good | 256 |
32 | Teacher | 170008.720 | 3 | 6 | 7 | 0 | 6 | 11 | 4.78 | 1.0 | Good | 881.44 | 30.990299 | NM | 0.000000 | 462.280956 | Low_spent_Medium_value_payments | 1235.558377 | Standard | 348 |
43 | Engineer | 35251.490 | 0 | 4 | 2 | 3 | 3 | 2 | 1.87 | 2.0 | Good | 143.46 | 30.076824 | No | 78.047064 | 80.090538 | High_spent_Medium_value_payments | 375.024814 | Standard | 311 |
19 | Mechanic | 20969.505 | 5 | 6 | 12 | 4 | 13 | 10 | 9.27 | 3.0 | Good | 868.99 | 34.187976 | NM | 57.709293 | 106.943211 | Low_spent_Small_value_payments | 287.593371 | Standard | 187 |
19 | Manager | 17896.200 | 4 | 5 | 16 | 1 | 11 | 15 | 8.74 | 1.0 | Standard | 1263.91 | 31.669932 | Yes | 10.578359 | 174.604301 | Low_spent_Small_value_payments | 264.552340 | Standard | 225 |
36 | Teacher | 11780.935 | 8 | 5 | 10 | 0 | 7 | 12 | 5.80 | 6.0 | Standard | 526.12 | 24.256951 | No | 0.000000 | 109.283561 | Low_spent_Large_value_payments | 288.190897 | Standard | 390 |
37 | Entrepreneur | 78956.730 | 7 | 3 | 14 | 2 | 33 | 19 | 10.87 | 9.0 | Standard | 436.82 | 27.684657 | Yes | 128.558654 | 94.788430 | High_spent_Large_value_payments | 669.025667 | Standard | 265 |
37 | Developer | 21085.670 | 5 | 7 | 11 | 1 | 30 | 15 | 4.78 | 6.0 | Good | 1384.38 | 30.181247 | No | 10.653354 | 250.120575 | Low_spent_Small_value_payments | 221.139988 | Standard | 369 |
24 | Accountant | 12349.370 | 4 | 7 | 17 | 1 | 9 | 17 | 7.89 | 0.0 | Standard | 896.92 | 28.198552 | Yes | 8.022343 | 39.749214 | High_spent_Medium_value_payments | 331.039860 | Standard | 281 |
49 | Musician | 11527.375 | 5 | 5 | 1 | 0 | 16 | 17 | 2.33 | 4.0 | Good | 1351.42 | 26.530665 | No | 0.000000 | 56.372936 | Low_spent_Medium_value_payments | 296.988522 | Good | 197 |
37 | Architect | 99925.170 | 4 | 7 | 2 | 1 | 26 | 5 | 4.13 | 7.0 | Standard | 1270.51 | 31.175210 | No | 59.052974 | 619.008048 | Low_spent_Small_value_payments | 438.248728 | Standard | 276 |
36 | Accountant | 19879.050 | 4 | 4 | 12 | 0 | 25 | 12 | 11.03 | 7.0 | Standard | 1013.71 | 38.003651 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 249.681018 | Good | 230 |
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