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ID | Описание | Дата |
---|---|---|
daed822e-f822-4f23-bd3a-f75607c99ba3 | streamline dot-com e-business | 2022-11-08 |
d5128e54-d1aa-41ff-bb66-47db86e0a9a4 | innovate cross-platform platforms | 2023-04-30 |
778836a2-1925-4f82-aa77-bc2174718266 | orchestrate dot-com infrastructures | 2025-03-26 |
d21198e6-7c3c-4c1b-8afe-b9d0d70266f5 | disintermediate real-time info-mediaries | 2020-01-25 |
3fc6c3fd-2b77-49de-a107-86071ebb0c93 | incubate turn-key methodologies | 2023-08-18 |
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 | 17 | 22 | 11.00 | 8.0 | Standard | 1328.93 | 23.404413 | Yes | 65.008174 | 25.192562 | High_spent_Large_value_payments | 444.659847 | Standard | 233 |
53 | Musician | 66732.580 | 0 | 2 | 3 | 0 | 9 | 8 | 3.64 | 3.0 | Good | 244.07 | 37.048527 | No | 0.000000 | 94.005276 | High_spent_Medium_value_payments | 740.499558 | Good | 226 |
47 | Journalist | 124052.220 | 2 | 6 | 2 | 3 | 23 | 0 | 7.31 | 4.0 | Good | 330.83 | 31.964236 | No | 179.075549 | 337.987678 | Low_spent_Medium_value_payments | 792.005272 | Poor | 266 |
22 | Teacher | 29880.290 | 4 | 6 | 14 | 0 | 17 | 16 | 7.64 | 1.0 | Standard | 1262.95 | 35.123543 | Yes | 0.000000 | 176.399322 | Low_spent_Small_value_payments | 337.503095 | Standard | 371 |
22 | Journalist | 29498.090 | 2 | 4 | 1 | 2 | 9 | 2 | 5.58 | 3.0 | Good | 565.26 | 35.451309 | NM | 43.715617 | 241.923805 | Low_spent_Large_value_payments | 246.977995 | Good | 322 |
49 | Developer | 27525.020 | 6 | 6 | 6 | 0 | 22 | 19 | 17.92 | 2.0 | Standard | 999.12 | 25.949630 | Yes | 0.000000 | 153.430351 | Low_spent_Small_value_payments | 360.544816 | Standard | 277 |
25 | Journalist | 30555.870 | 2 | 6 | 11 | 0 | 1 | 11 | 7.33 | 5.0 | Good | 418.79 | 26.911688 | No | 0.000000 | 64.599729 | High_spent_Small_value_payments | 473.032521 | Standard | 273 |
25 | Entrepreneur | 12427.740 | 6 | 6 | 11 | 4 | 20 | 11 | 6.61 | 0.0 | Good | 223.93 | 27.804946 | No | 33.808269 | 35.202207 | High_spent_Small_value_payments | 267.754024 | Poor | 324 |
46 | Accountant | 39296.500 | 5 | 1 | 1 | 4 | 4 | 7 | 6.65 | 3.0 | Good | 187.21 | 23.611041 | No | 124.948667 | 358.911257 | Low_spent_Small_value_payments | 132.310909 | Good | 326 |
19 | Writer | 73026.920 | 2 | 3 | 6 | 3 | 7 | 12 | 7.43 | 1.0 | Good | 98.77 | 37.056350 | No | 158.959467 | 359.042890 | Low_spent_Medium_value_payments | 385.355310 | Standard | 256 |
31 | Entrepreneur | 71830.440 | 7 | 3 | 19 | 3 | 24 | 12 | 1.48 | 3.0 | Standard | 745.75 | 39.603728 | No | 119.453442 | 0.000000 | High_spent_Medium_value_payments | 546.212370 | Good | 324 |
19 | Developer | 109726.140 | 3 | 3 | 10 | 2 | 27 | 15 | 0.00 | 5.0 | Standard | 704.91 | 43.589116 | No | 138.593185 | 219.780858 | High_spent_Large_value_payments | 794.810457 | Standard | 288 |
45 | Media_Manager | 72200.760 | 7 | 6 | 12 | 2 | 23 | 20 | 7.61 | 4.0 | Standard | 843.12 | 27.351028 | NM | 65.779177 | 67.754147 | High_spent_Medium_value_payments | 688.539676 | Standard | 400 |
21 | Musician | 60983.720 | 1 | 7 | 6 | 1 | 23 | 3 | 11.18 | 3.0 | Good | 491.77 | 25.498976 | NM | 34.228267 | 582.272635 | Low_spent_Small_value_payments | 189.796765 | Poor | 0 |
15 | Lawyer | 14581.315 | 8 | 4 | 10 | 6 | 13 | 17 | 7.67 | 8.0 | Standard | 471.00 | 27.220903 | Yes | 61.629080 | 73.425780 | Low_spent_Small_value_payments | 262.256098 | Standard | 133 |
20 | Scientist | 16038.680 | 3 | 4 | 15 | 0 | 8 | 14 | 11.12 | 7.0 | Standard | 984.67 | 29.816005 | No | 0.000000 | 113.816782 | Low_spent_Medium_value_payments | 320.038885 | Good | 227 |
27 | Scientist | 22147.105 | 0 | 4 | 4 | 1 | 4 | 3 | 0.00 | 7.0 | Good | 947.58 | 37.055241 | No | 9.829846 | 125.039816 | Low_spent_Large_value_payments | 328.989546 | Standard | 246 |
54 | Architect | 23667.290 | 7 | 6 | 8 | 3 | 28 | 14 | 13.46 | 3.0 | Standard | 1202.43 | 36.424051 | Yes | 53.023140 | 68.101916 | Low_spent_Large_value_payments | 357.102361 | Standard | 235 |
43 | Architect | 68214.900 | 6 | 5 | 7 | 2 | 30 | 12 | 16.22 | 6.0 | Standard | 978.49 | 26.858374 | NM | 59.131695 | 182.961568 | Low_spent_Large_value_payments | 593.964238 | Standard | 335 |
31 | Musician | 12524.625 | 5 | 3 | 13 | 0 | 6 | 9 | 12.77 | 8.0 | Standard | 689.18 | 25.282001 | Yes | 0.000000 | 82.003517 | Low_spent_Small_value_payments | 297.768358 | Standard | 65 |
41 | Doctor | 24446.050 | 4 | 7 | 20 | 1 | 22 | 10 | 9.64 | 5.0 | Standard | 760.95 | 33.425592 | Yes | 142.244785 | 122.146227 | Low_spent_Large_value_payments | 313.672342 | Standard | 229 |
50 | Musician | 83923.240 | 4 | 4 | 9 | 3 | 9 | 19 | 2.54 | 3.0 | Good | 1236.73 | 25.715373 | No | 139.340392 | 89.702638 | High_spent_Large_value_payments | 683.317303 | Good | 276 |
47 | Lawyer | 84358.500 | 2 | 4 | 7 | 2 | 12 | 4 | 11.94 | 6.0 | Good | 1460.18 | 26.130617 | No | 86.720417 | 136.916619 | High_spent_Large_value_payments | 689.450464 | Standard | 257 |
54 | Accountant | 20868.005 | 2 | 5 | 12 | 3 | 8 | 7 | 6.13 | 2.0 | Good | 905.47 | 41.386762 | No | 48.647009 | 84.892990 | Low_spent_Large_value_payments | 293.860043 | Standard | 287 |
54 | Mechanic | 34963.820 | 6 | 5 | 10 | 4 | 25 | 14 | 9.56 | 3.0 | Standard | 879.49 | 32.946772 | Yes | 108.796083 | 0.000000 | High_spent_Small_value_payments | 384.182312 | Standard | 277 |
50 | Writer | 16965.300 | 1 | 5 | 3 | 0 | 15 | 8 | 3.02 | 6.0 | Good | 69.93 | 38.074798 | No | 0.000000 | 123.168301 | Low_spent_Medium_value_payments | 281.609199 | Standard | 188 |
50 | Scientist | 32637.880 | 5 | 5 | 10 | 3 | 24 | 11 | 10.46 | 3.0 | Standard | 1061.77 | 33.378234 | Yes | 69.574057 | 30.996295 | High_spent_Medium_value_payments | 400.911982 | Standard | 214 |
32 | Developer | 62031.060 | 4 | 4 | 7 | 4 | 18 | 20 | 1.35 | 2.0 | Standard | 46.37 | 32.676320 | No | 160.207941 | 520.915276 | Low_spent_Small_value_payments | 138.402283 | Standard | 217 |
32 | Journalist | 32967.940 | 8 | 4 | 18 | 1 | 21 | 18 | 15.42 | 4.0 | Standard | 197.92 | 38.708220 | Yes | 24.834804 | 61.947490 | High_spent_Medium_value_payments | 462.850539 | Standard | 234 |
55 | Lawyer | 17168.925 | 4 | 4 | 4 | 2 | 6 | 8 | 8.25 | 4.0 | Good | 708.27 | 31.164104 | No | 16.369622 | 105.461946 | Low_spent_Small_value_payments | 312.042807 | Good | 224 |
36 | Manager | 26309.540 | 8 | 4 | 19 | 1 | 25 | 0 | 1.32 | 7.0 | Standard | 1178.24 | 29.588604 | No | 14.978241 | 31.752150 | High_spent_Medium_value_payments | 428.015776 | Standard | 341 |
35 | Writer | 17222.530 | 8 | 4 | 18 | 0 | 10 | 22 | 17.38 | 4.0 | Standard | 1163.47 | 23.820642 | NM | 0.000000 | 21.575056 | High_spent_Medium_value_payments | 398.146027 | Standard | 344 |
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