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ID | Описание | Дата |
---|---|---|
9b553691-db8c-47be-8e58-4337cd0bb5d2 | cultivate collaborative solutions | 1994-02-17 |
68cee982-89ff-4fdf-a688-8f1daaf2935f | utilize 24/365 e-services | 1995-03-05 |
ddc24bda-da6f-4852-aa9c-1d23d2cffa67 | aggregate proactive e-markets | 1975-07-30 |
e8f0b481-e7ab-4c8d-a4e3-a9215978a077 | visualize one-to-one architectures | 2014-05-08 |
df2a7938-f6d6-4d7b-883e-b05f39d30804 | generate frictionless experiences | 2025-03-17 |
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 | 29 | 17 | 11.80 | 7.0 | Standard | 1489.49 | 24.614610 | Yes | 16.719300 | 44.193003 | Low_spent_Medium_value_payments | 315.010571 | Standard | 105 |
50 | Architect | 122713.600 | 5 | 6 | 14 | 2 | 11 | 0 | 10.46 | 1.0 | Standard | 128.33 | 27.342179 | No | 146.268887 | 259.389357 | High_spent_Large_value_payments | 845.755089 | Standard | 273 |
45 | Media_Manager | 28942.300 | 8 | 3 | 13 | 2 | 11 | 17 | 5.08 | 3.0 | Standard | 690.71 | 26.999505 | Yes | 41.837774 | 84.644414 | High_spent_Small_value_payments | 355.203645 | Standard | 376 |
54 | Musician | 33720.510 | 7 | 4 | 16 | 2 | 18 | 19 | 9.47 | 3.0 | Standard | 583.96 | 25.694965 | Yes | 43.614197 | 60.359932 | High_spent_Medium_value_payments | 413.830121 | Standard | 388 |
36 | Musician | 16364.675 | 8 | 5 | 12 | 2 | 9 | 9 | 11.92 | 0.0 | Good | 60.17 | 32.456791 | No | 16.379777 | 99.849037 | Low_spent_Small_value_payments | 339.943478 | Good | 186 |
43 | Architect | 14311.105 | 4 | 3 | 4 | 3 | 5 | 12 | 3.53 | 3.0 | Good | 380.09 | 39.799519 | No | 21.815733 | 26.914124 | High_spent_Small_value_payments | 339.029352 | Good | 254 |
43 | Scientist | 109864.470 | 8 | 6 | 16 | 0 | 15 | 10 | 9.67 | 2.0 | Standard | 35.21 | 31.533681 | Yes | 0.000000 | 536.506845 | Low_spent_Medium_value_payments | 652.830405 | Standard | 238 |
41 | Teacher | 83789.220 | 7 | 5 | 2 | 2 | 8 | 17 | 9.21 | 3.0 | Good | 1185.23 | 31.666618 | No | 98.486071 | 650.479629 | Low_spent_Medium_value_payments | 236.177800 | Good | 375 |
42 | Lawyer | 29377.620 | 5 | 4 | 5 | 1 | 12 | 17 | 11.48 | 4.0 | Standard | 911.06 | 27.456860 | Yes | 17.327220 | 158.770313 | High_spent_Small_value_payments | 326.915967 | Standard | 330 |
37 | Musician | 26508.580 | 5 | 7 | 12 | 3 | 15 | 20 | 6.54 | 4.0 | Good | 1356.64 | 25.788601 | No | 35.372569 | 91.386187 | High_spent_Medium_value_payments | 373.246077 | Good | 317 |
38 | Mechanic | 36821.000 | 3 | 6 | 7 | 0 | 10 | 15 | 2.04 | 8.0 | Standard | 551.85 | 39.046116 | No | 0.000000 | 178.541583 | High_spent_Small_value_payments | 415.900083 | Standard | 0 |
53 | Manager | 114389.240 | 4 | 3 | 19 | 0 | 12 | 9 | 0.06 | 1.0 | Standard | 8.11 | 36.458691 | No | 0.000000 | 697.906639 | Low_spent_Medium_value_payments | 545.837027 | Standard | 329 |
42 | Musician | 18942.005 | 1 | 3 | 10 | 1 | 11 | 12 | 1.88 | 2.0 | Good | 156.54 | 32.248251 | No | 14.040810 | 107.027327 | Low_spent_Small_value_payments | 303.881904 | Poor | 213 |
33 | Engineer | 14093.080 | 4 | 3 | 22 | 4 | 25 | 17 | 7.30 | 9.0 | Standard | 1321.92 | 25.940437 | Yes | 42.110983 | 113.730668 | Low_spent_Small_value_payments | 258.800682 | Poor | 0 |
35 | Entrepreneur | 29327.100 | 6 | 6 | 18 | 5 | 11 | 18 | 11.18 | 9.0 | Standard | 1448.17 | 38.004072 | Yes | 74.115120 | 0.000000 | High_spent_Medium_value_payments | 390.812661 | Poor | 226 |
51 | Manager | 24749.200 | 4 | 4 | 19 | 1 | 29 | 10 | 2.41 | 9.0 | Standard | 1188.44 | 36.828387 | No | 12.428472 | 143.154464 | Low_spent_Small_value_payments | 348.660397 | Standard | 402 |
43 | Mechanic | 32464.100 | 4 | 3 | 10 | 1 | 8 | 7 | 4.82 | 1.0 | Standard | 681.09 | 23.100515 | NM | 19.186561 | 79.622759 | High_spent_Small_value_payments | 428.024846 | Standard | 385 |
15 | Engineer | 8984.620 | 8 | 4 | 18 | 7 | 15 | 8 | 14.27 | 6.0 | Standard | 720.17 | 34.860683 | Yes | 31.086195 | 30.053160 | High_spent_Small_value_payments | 256.432479 | Standard | 194 |
36 | Doctor | 63213.120 | 4 | 4 | 9 | 4 | 14 | 6 | 8.47 | 4.0 | Good | 584.85 | 25.521806 | NM | 166.117653 | 120.598433 | High_spent_Large_value_payments | 476.659915 | Standard | 276 |
19 | Musician | 17816.750 | 5 | 5 | 8 | 1 | 32 | 15 | 3.03 | 4.0 | Standard | 438.66 | 32.462064 | Yes | 12.031821 | 154.745222 | Low_spent_Small_value_payments | 285.595874 | Standard | 188 |
33 | Manager | 44264.410 | 3 | 3 | 6 | 2 | 11 | 2 | 9.66 | 3.0 | Good | 1312.23 | 39.362068 | No | 40.482424 | 321.365986 | Low_spent_Large_value_payments | 283.721674 | Good | 217 |
31 | Journalist | 85084.800 | 4 | 3 | 12 | 1 | 15 | 8 | 20.49 | 1.0 | Standard | 100.42 | 26.842103 | Yes | 69.201730 | 489.167227 | Low_spent_Medium_value_payments | 421.371043 | Standard | 253 |
21 | Engineer | 132273.750 | 5 | 4 | 4 | 2 | 1 | 5 | 6.46 | 4.0 | Good | 827.64 | 25.174815 | No | 144.701312 | 1086.230523 | Low_spent_Medium_value_payments | 129.149415 | Standard | 308 |
55 | Musician | 64193.970 | 6 | 7 | 1 | 1 | 31 | 9 | 6.61 | 2.0 | Good | 28.52 | 34.519334 | No | 44.990294 | 79.442854 | High_spent_Medium_value_payments | 678.616602 | Good | 283 |
50 | Teacher | 35774.380 | 1 | 6 | 10 | 3 | 2 | 3 | 16.53 | 0.0 | Good | 489.73 | 27.047733 | No | 52.331459 | 62.436360 | High_spent_Medium_value_payments | 412.952014 | Standard | 322 |
41 | Accountant | 33856.860 | 1 | 6 | 2 | 0 | 15 | 5 | 8.62 | 1.0 | Good | 418.89 | 32.031725 | NM | 0.000000 | 98.894409 | Low_spent_Small_value_payments | 465.546091 | Good | 215 |
37 | Mechanic | 63601.480 | 3 | 7 | 15 | 6 | 27 | 0 | 19.49 | 6.0 | Standard | 1191.91 | 32.449756 | Yes | 184.691635 | 347.889076 | High_spent_Small_value_payments | 267.431623 | Standard | 233 |
32 | Doctor | 56125.500 | 8 | 3 | 18 | 2 | 30 | 14 | 17.89 | 4.0 | Standard | 370.22 | 41.071021 | Yes | 81.822857 | 79.121228 | High_spent_Large_value_payments | 566.568416 | Standard | 344 |
23 | Media_Manager | 102287.790 | 6 | 6 | 8 | 1 | 16 | 20 | 10.80 | 0.0 | Standard | 1156.79 | 30.939835 | NM | 57.808920 | 700.511656 | Low_spent_Medium_value_payments | 374.377674 | Standard | 336 |
48 | Accountant | 21834.840 | 3 | 5 | 5 | 3 | 15 | 10 | 8.73 | 2.0 | Good | 597.77 | 33.126125 | No | 50.874832 | 49.068289 | High_spent_Small_value_payments | 337.113879 | Good | 323 |
41 | Engineer | 35022.220 | 3 | 5 | 4 | 1 | 3 | 11 | 1.36 | 5.0 | Good | 1000.44 | 33.195447 | No | 21.214576 | 241.789680 | Low_spent_Large_value_payments | 292.947577 | Good | 339 |
56 | Architect | 29764.370 | 7 | 7 | 12 | 2 | 12 | 11 | 20.35 | 0.0 | Standard | 1154.86 | 26.562252 | Yes | 33.146996 | 31.413657 | High_spent_Medium_value_payments | 435.475764 | Standard | 338 |
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