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ID | Описание | Дата |
---|---|---|
92672672-f0ec-4636-b1de-a7cb3314e55f | reinvent frictionless systems | 2024-12-14 |
636b34bb-0a5f-4e64-8f29-1d32d188c179 | orchestrate transparent supply-chains | 2016-11-23 |
38755d60-405e-418b-8b6f-2d37f4b76f6f | transform turn-key convergence | 2012-03-11 |
49c4c9fa-e364-4c06-9a57-31a2b7e1a3f7 | unleash leading-edge vortals | 2018-06-27 |
69ff8b2a-7706-4457-b57e-bfcbdf3fbc13 | incubate interactive models | 1998-08-13 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40 | Teacher | 33751.270 | 5 | 5 | 20 | 3 | 16 | 20 | 8.00 | 8.0 | Standard | 1328.93 | 29.073758 | Yes | 65.008174 | 243.329685 | Low_spent_Small_value_payments | 276.522724 | Standard | 234 |
53 | Musician | 66732.580 | 0 | 2 | 3 | 0 | 9 | 8 | 3.64 | 3.0 | Good | 244.07 | 30.149493 | No | 0.000000 | 242.673883 | High_spent_Small_value_payments | 601.830950 | Good | 227 |
47 | Journalist | 124052.220 | 2 | 6 | 2 | 3 | 23 | 3 | 17.31 | 4.0 | Good | 330.83 | 38.852970 | No | 179.075549 | 352.708307 | High_spent_Medium_value_payments | 747.284644 | Poor | 267 |
22 | Teacher | 29880.290 | 4 | 6 | 14 | 0 | 17 | 16 | 0.00 | 2.0 | Standard | 1262.95 | 27.417868 | Yes | 0.000000 | 107.351462 | Low_spent_Large_value_payments | 386.550955 | Standard | 374 |
22 | Journalist | 29498.090 | 2 | 4 | 1 | 2 | 9 | 2 | 2.58 | 3.0 | Good | 565.26 | 38.622966 | No | 43.715617 | 227.045998 | Low_spent_Small_value_payments | 281.855802 | Good | 326 |
49 | Developer | 27525.020 | 6 | 6 | 6 | 0 | 24 | 19 | 17.92 | 2.0 | Standard | 999.12 | 28.319638 | NM | 0.000000 | 176.079672 | Low_spent_Small_value_payments | 337.895495 | Standard | 279 |
17 | Musician | 49880.520 | 4 | 6 | 6 | 3 | 14 | 15 | 18.22 | 8.0 | Standard | 849.02 | 29.469699 | Yes | 111.356731 | 158.638867 | High_spent_Medium_value_payments | 403.975401 | Standard | 0 |
25 | Entrepreneur | 12427.740 | 6 | 6 | 11 | 4 | 20 | 10 | 6.61 | 1.0 | Good | 223.93 | 38.200002 | No | 33.808269 | 26.416646 | High_spent_Small_value_payments | 276.539585 | Standard | 0 |
46 | Accountant | 39296.500 | 5 | 1 | 1 | 4 | 1 | 9 | 6.65 | 3.0 | Good | 187.21 | 39.684425 | No | 124.948667 | 75.458338 | High_spent_Medium_value_payments | 375.763828 | Good | 0 |
20 | Writer | 73026.920 | 2 | 3 | 6 | 3 | 7 | 13 | 4.43 | 4.0 | Good | 98.77 | 25.915186 | No | 158.959467 | 423.806141 | Low_spent_Medium_value_payments | 320.592058 | Standard | 260 |
31 | Entrepreneur | 71830.440 | 7 | 3 | 19 | 3 | 19 | 11 | 7.48 | 3.0 | Standard | 745.75 | 36.346666 | No | 119.453442 | 136.439115 | High_spent_Large_value_payments | 595.194443 | Good | 325 |
25 | Entrepreneur | 26104.480 | 4 | 4 | 14 | 7 | 13 | 14 | 10.51 | 6.0 | Standard | 377.32 | 34.196917 | Yes | 87.219950 | 266.791305 | Low_spent_Small_value_payments | 135.526078 | Standard | 0 |
45 | Musician | 172205.960 | 2 | 2 | 7 | 2 | 15 | 2 | 5.62 | 1.0 | Good | 1224.88 | 26.510400 | No | 175.603764 | 1252.136583 | Low_spent_Medium_value_payments | 281.609319 | Good | 300 |
21 | Musician | 60983.720 | 1 | 7 | 6 | 1 | 23 | 3 | 11.18 | 3.0 | Good | 491.77 | 31.023405 | No | 34.228267 | 102.847033 | High_spent_Medium_value_payments | 629.222367 | Poor | 324 |
15 | Lawyer | 14581.315 | 8 | 4 | 10 | 6 | 10 | 17 | 0.00 | 8.0 | Standard | 471.00 | 32.623977 | Yes | 61.629080 | 46.972103 | Low_spent_Small_value_payments | 288.709776 | Standard | 135 |
21 | Scientist | 16038.680 | 3 | 4 | 15 | 0 | 9 | 14 | 11.12 | 7.0 | Standard | 984.67 | 32.296550 | No | 0.000000 | 109.847362 | Low_spent_Small_value_payments | 334.008304 | Standard | 228 |
52 | Manager | 11421.510 | 5 | 3 | 14 | 3 | 16 | 13 | 21.72 | 7.0 | Standard | 1278.12 | 37.865632 | Yes | 20.892936 | 61.736025 | Low_spent_Large_value_payments | 290.450289 | Standard | 359 |
54 | Architect | 23667.290 | 7 | 6 | 8 | 3 | 28 | 14 | 13.46 | 3.0 | Standard | 1202.43 | 26.984180 | Yes | 53.023140 | 58.014250 | Low_spent_Large_value_payments | 367.190027 | Standard | 238 |
43 | Architect | 68214.900 | 6 | 5 | 7 | 2 | 30 | 12 | 16.22 | 6.0 | Standard | 978.49 | 33.147137 | Yes | 59.131695 | 67.901871 | High_spent_Large_value_payments | 679.023934 | Standard | 336 |
31 | Musician | 12524.625 | 5 | 3 | 13 | 0 | 6 | 9 | 0.00 | 8.0 | Standard | 689.18 | 34.558473 | NM | 0.000000 | 80.290017 | Low_spent_Medium_value_payments | 289.481858 | Standard | 66 |
41 | Doctor | 24446.050 | 4 | 7 | 20 | 1 | 22 | 13 | 9.64 | 5.0 | Standard | 760.95 | 32.424307 | Yes | 142.244785 | 47.278577 | Low_spent_Large_value_payments | 388.539992 | Standard | 231 |
50 | Musician | 83923.240 | 4 | 4 | 9 | 3 | 4 | 19 | 2.54 | 3.0 | Good | 1236.73 | 25.600972 | No | 139.340392 | 82.706006 | High_spent_Medium_value_payments | 700.313934 | Good | 279 |
53 | Scientist | 64752.400 | 3 | 3 | 5 | 3 | 7 | 8 | 9.56 | 0.0 | Good | 1022.80 | 33.938707 | No | 115.341287 | 366.180965 | Low_spent_Large_value_payments | 353.681081 | Standard | 324 |
54 | Accountant | 20868.005 | 2 | 5 | 12 | 3 | 8 | 7 | 6.13 | 2.0 | Good | 905.47 | 22.899093 | No | 48.647009 | 102.868795 | Low_spent_Small_value_payments | 295.884237 | Good | 288 |
54 | Mechanic | 34963.820 | 6 | 5 | 10 | 4 | 25 | 14 | 9.56 | 3.0 | Standard | 879.49 | 32.486690 | Yes | 108.796083 | 294.861239 | Low_spent_Small_value_payments | 205.907845 | Standard | 278 |
50 | Writer | 16965.300 | 1 | 5 | 3 | 0 | 15 | 5 | 3.02 | 6.0 | Good | 69.93 | 24.936927 | No | 0.000000 | 34.916373 | High_spent_Medium_value_payments | 339.861127 | Good | 0 |
43 | Media_Manager | 8177.410 | 7 | 10 | 22 | 7 | 13 | 22 | 17.02 | 7.0 | Standard | 1370.66 | 27.324699 | Yes | 47.561492 | 10.743301 | High_spent_Large_value_payments | 262.040291 | Poor | 207 |
32 | Developer | 62031.060 | 4 | 4 | 7 | 4 | 15 | 20 | 1.35 | 2.0 | Standard | 46.37 | 36.253752 | NM | 160.207941 | 0.000000 | Low_spent_Small_value_payments | 0.000000 | Standard | 218 |
32 | Journalist | 32967.940 | 8 | 4 | 18 | 1 | 21 | 13 | 9.42 | 4.0 | Standard | 197.92 | 34.738575 | Yes | 24.834804 | 102.312699 | High_spent_Medium_value_payments | 422.485330 | Standard | 237 |
55 | Lawyer | 17168.925 | 4 | 4 | 4 | 2 | 11 | 13 | 8.25 | 4.0 | Good | 708.27 | 27.862665 | No | 16.369622 | 52.184010 | Low_spent_Medium_value_payments | 355.320743 | Good | 225 |
46 | Musician | 42411.790 | 0 | 2 | 11 | 2 | 7 | 0 | 6.96 | 8.0 | Good | 734.77 | 38.189983 | No | 42.779926 | 200.934632 | Low_spent_Medium_value_payments | 380.917025 | Good | 217 |
26 | Engineer | 99469.740 | 7 | 5 | 13 | 1 | 21 | 11 | 12.67 | 0.0 | Standard | 30.10 | 33.614968 | Yes | 60.014342 | 0.000000 | Low_spent_Small_value_payments | 224.017515 | Standard | 310 |
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