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| ID | Описание | Дата |
|---|---|---|
| 579f0b68-3c86-49c8-ac86-27db7589197e | re-contextualize best-of-breed methodologies | 1981-02-19 |
| bea6fcc8-ae66-4332-b060-b688fa066be7 | engage dynamic vortals | 1990-08-16 |
| 934e9de8-9a82-4ca4-ac3c-9d86ee6c23d0 | expedite cross-media channels | 1997-11-19 |
| e51cc268-f1cc-4c90-ae49-f32fa7552bf4 | deploy compelling niches | 1981-12-09 |
| 48c6c68b-01b9-4704-99f1-b03d94727733 | disintermediate one-to-one info-mediaries | 2020-05-31 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 19 | Musician | 29625.820 | 3 | 4 | 11 | 4 | 27 | 19 | 17.74 | 4.0 | Standard | 1042.61 | 33.741705 | Yes | 92.116231 | 180.432215 | Low_spent_Small_value_payments | 273.433387 | Standard | 84 |
| 36 | Accountant | 16564.890 | 8 | 5 | 12 | 6 | 25 | 12 | 18.09 | 5.0 | Standard | 1382.82 | 34.095552 | Yes | 189.725495 | 84.455252 | Low_spent_Small_value_payments | 289.882938 | Standard | 137 |
| 22 | Writer | 35952.450 | 3 | 6 | 16 | 2 | 6 | 12 | 21.36 | 12.0 | Standard | 517.01 | 29.574004 | Yes | 59.040752 | 23.745484 | High_spent_Large_value_payments | 474.617515 | Standard | 0 |
| 20 | Doctor | 35221.430 | 5 | 3 | 1 | 4 | 23 | 2 | 10.66 | 0.0 | Good | 624.70 | 25.122382 | No | 110.038583 | 68.576798 | High_spent_Large_value_payments | 376.996536 | Poor | 350 |
| 45 | Musician | 29944.640 | 8 | 4 | 4 | 1 | 24 | 11 | 1.41 | 3.0 | Good | 1337.15 | 31.859413 | NM | 22.237681 | 139.597394 | Low_spent_Large_value_payments | 386.903591 | Good | 281 |
| 31 | Media_Manager | 32411.630 | 8 | 7 | 6 | 2 | 3 | 21 | 7.78 | 2.0 | Standard | 313.97 | 38.311250 | No | 27.848304 | 167.985474 | Low_spent_Small_value_payments | 369.463139 | Standard | 0 |
| 21 | Engineer | 59431.260 | 8 | 5 | 14 | 0 | 18 | 13 | 19.01 | 5.0 | Standard | 474.04 | 34.112575 | NM | 0.000000 | 148.583566 | High_spent_Medium_value_payments | 614.476934 | Standard | 188 |
| 23 | Musician | 25664.860 | 7 | 7 | 17 | 0 | 10 | 11 | 0.00 | 2.0 | Standard | 3.74 | 25.222150 | Yes | 0.000000 | 95.312304 | Low_spent_Small_value_payments | 385.161529 | Poor | 311 |
| 20 | Architect | 68369.880 | 4 | 5 | 11 | 2 | 13 | 20 | 15.66 | 2.0 | Standard | 40.13 | 31.044996 | No | 100.390447 | 141.674295 | High_spent_Large_value_payments | 567.084258 | Standard | 195 |
| 39 | Mechanic | 67703.850 | 6 | 4 | 17 | 2 | 29 | 16 | 8.03 | 5.0 | Standard | 1493.29 | 38.189004 | No | 79.797136 | 285.600561 | Low_spent_Large_value_payments | 453.901052 | Good | 300 |
| 37 | Developer | 33540.430 | 6 | 3 | 17 | 0 | 26 | 11 | 14.11 | 10.0 | Standard | 1138.97 | 32.725143 | Yes | 0.000000 | 197.850372 | Low_spent_Large_value_payments | 337.653211 | Standard | 298 |
| 30 | Lawyer | 40984.400 | 3 | 5 | 7 | 2 | 25 | 4 | 9.00 | 4.0 | Good | 292.09 | 33.971272 | No | 56.966458 | 0.000000 | High_spent_Medium_value_payments | 473.205037 | Standard | 0 |
| 26 | Journalist | 14799.910 | 1 | 5 | 8 | 0 | 12 | 3 | 9.78 | 1.0 | Good | 427.59 | 33.252975 | No | 0.000000 | 134.571629 | Low_spent_Medium_value_payments | 292.360955 | Good | 251 |
| 50 | Mechanic | 21751.530 | 6 | 3 | 7 | 4 | 7 | 9 | 4.02 | 3.0 | Standard | 1211.85 | 23.445806 | No | 48.500400 | 175.076684 | Low_spent_Medium_value_payments | 256.685666 | Standard | 195 |
| 33 | Musician | 134341.050 | 1 | 3 | 9 | 2 | 3 | 10 | 9.86 | 4.0 | Good | 408.12 | 32.122299 | No | 186.943401 | 531.973352 | Low_spent_Large_value_payments | 662.691997 | Poor | 187 |
| 49 | Developer | 21623.465 | 2 | 4 | 10 | 2 | 9 | 11 | 6.65 | 5.0 | Good | 569.26 | 25.457223 | No | 34.335900 | 84.273292 | Low_spent_Large_value_payments | 329.086350 | Good | 191 |
| 45 | Manager | 119706.200 | 7 | 5 | 11 | 2 | 25 | 18 | 19.58 | 6.0 | Standard | 264.89 | 40.172685 | Yes | 168.730387 | 128.983219 | High_spent_Large_value_payments | 969.038061 | Standard | 215 |
| 50 | Entrepreneur | 19891.580 | 4 | 1 | 7 | 4 | 15 | 12 | 3.12 | 2.0 | Good | 320.29 | 32.463601 | No | 58.924505 | 92.676861 | Low_spent_Small_value_payments | 289.961801 | Good | 0 |
| 32 | Manager | 50253.000 | 3 | 4 | 18 | 1 | 15 | 19 | 12.84 | 0.0 | Standard | 1017.21 | 36.053034 | Yes | 27.965428 | 396.516374 | Low_spent_Large_value_payments | 281.193197 | Standard | 213 |
| 26 | Scientist | 67218.980 | 3 | 5 | 10 | 0 | 6 | 9 | 1.88 | 5.0 | Good | 674.13 | 29.286272 | No | 0.000000 | 219.464782 | High_spent_Medium_value_payments | 604.393385 | Standard | 370 |
| 37 | Architect | 126780.480 | 7 | 4 | 19 | 0 | 11 | 18 | 6.22 | 1.0 | Standard | 421.38 | 44.243581 | NM | 0.000000 | 154.055621 | High_spent_Large_value_payments | 1130.248379 | Standard | 309 |
| 32 | Manager | 157814.320 | 4 | 5 | 6 | 1 | 7 | 10 | 8.99 | 4.0 | Good | 411.89 | 25.985516 | No | 113.493214 | 1233.687878 | Low_spent_Medium_value_payments | 241.538241 | Good | 392 |
| 46 | Media_Manager | 124847.490 | 4 | 5 | 1 | 0 | 12 | 0 | 11.09 | 2.0 | Good | 75.19 | 33.146632 | No | 0.000000 | 535.217974 | Low_spent_Large_value_payments | 757.377776 | Good | 237 |
| 41 | Entrepreneur | 55100.760 | 6 | 6 | 20 | 2 | 4 | 9 | 14.14 | 9.0 | Standard | 916.34 | 34.687663 | Yes | 60.013753 | 391.999550 | Low_spent_Large_value_payments | 294.359697 | Standard | 106 |
| 55 | Mechanic | 32876.700 | 7 | 4 | 20 | 1 | 15 | 13 | 14.28 | 2.0 | Standard | 807.30 | 32.799079 | Yes | 23.794304 | 152.896888 | High_spent_Small_value_payments | 337.481308 | Standard | 207 |
| 50 | Doctor | 173721.160 | 5 | 5 | 3 | 1 | 14 | 0 | 11.75 | 5.0 | Good | 905.23 | 34.425353 | No | 124.867635 | 524.973588 | High_spent_Small_value_payments | 1073.735110 | Good | 261 |
| 19 | Teacher | 124085.910 | 5 | 4 | 12 | 1 | 7 | 10 | 6.76 | 2.0 | Good | 224.19 | 26.755937 | No | 92.613966 | 133.060530 | High_spent_Large_value_payments | 1024.774755 | Good | 329 |
| 19 | Developer | 32653.780 | 5 | 7 | 7 | 5 | 17 | 21 | 18.59 | 7.0 | Standard | 1029.97 | 27.884319 | Yes | 114.851118 | 63.325859 | High_spent_Medium_value_payments | 322.437856 | Standard | 179 |
| 44 | Musician | 17060.705 | 8 | 3 | 11 | 4 | 24 | 8 | 9.64 | 6.0 | Standard | 268.81 | 25.397915 | Yes | 51.934634 | 25.086335 | High_spent_Large_value_payments | 331.551573 | Good | 271 |
| 44 | Architect | 61435.600 | 8 | 3 | 10 | 2 | 15 | 0 | 19.67 | 9.0 | Standard | 412.38 | 27.239069 | Yes | 95.584382 | 412.685309 | Low_spent_Medium_value_payments | 305.093642 | Standard | 68 |
| 47 | Scientist | 33669.540 | 5 | 6 | 3 | 2 | 12 | 9 | 8.14 | 8.0 | Good | 741.68 | 39.291016 | No | 54.036977 | 122.305546 | Low_spent_Large_value_payments | 350.836977 | Standard | 328 |
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