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| ID | Описание | Дата |
|---|---|---|
| 2c9e0861-f430-4664-bb97-a4a1baf4c113 | facilitate seamless models | 1981-06-05 |
| 8f8788cb-b7c5-4f7c-8806-bc4b2ccd33a7 | benchmark one-to-one ROI | 2002-04-26 |
| 74ec3603-1daa-499a-8189-33e3280fc625 | integrate robust web-readiness | 1993-08-27 |
| 4db0c92a-9de9-4bb2-8b97-16dba84288c9 | brand e-business methodologies | 1999-04-18 |
| 83bc8066-2d2b-423b-bc57-692bc88c8069 | incubate end-to-end initiatives | 2020-06-01 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 34 | Lawyer | 19623.180 | 9 | 8 | 26 | 2 | 13 | 14 | 11.26 | 11.0 | Standard | 1369.54 | 24.312160 | NM | 19.758728 | 116.096207 | Low_spent_Small_value_payments | 334.771565 | Poor | 92 |
| 43 | Developer | 44080.040 | 5 | 5 | 10 | 3 | 17 | 4 | 7.70 | 5.0 | Good | 443.01 | 28.713060 | No | 193.578468 | 96.813376 | High_spent_Medium_value_payments | 420.279719 | Poor | 0 |
| 42 | Entrepreneur | 31645.660 | 4 | 4 | 4 | 2 | 26 | 14 | 0.00 | 4.0 | Good | 807.06 | 36.624616 | No | 34.257541 | 117.328893 | Low_spent_Medium_value_payments | 396.027399 | Good | 317 |
| 26 | Scientist | 111456.210 | 1 | 7 | 7 | 3 | 4 | 5 | 4.91 | 4.0 | Good | 317.32 | 37.112970 | No | 154.397390 | 178.701220 | High_spent_Medium_value_payments | 849.703140 | Good | 363 |
| 18 | Engineer | 58961.860 | 2 | 3 | 8 | 0 | 9 | 6 | 9.06 | 3.0 | Good | 75.14 | 37.207511 | No | 0.000000 | 215.469274 | Low_spent_Medium_value_payments | 554.579559 | Standard | 394 |
| 18 | Architect | 31916.170 | 4 | 3 | 20 | 4 | 13 | 0 | 2.73 | 0.0 | Standard | 90.18 | 39.404903 | Yes | 97.662755 | 56.089204 | High_spent_Medium_value_payments | 388.216124 | Standard | 197 |
| 39 | Developer | 110924.580 | 4 | 7 | 2 | 0 | 23 | 15 | 11.36 | 5.0 | Good | 1326.13 | 38.710944 | No | 0.000000 | 543.953779 | Low_spent_Small_value_payments | 657.417721 | Poor | 246 |
| 45 | Entrepreneur | 55281.020 | 3 | 5 | 10 | 4 | 5 | 15 | 19.18 | 4.0 | Standard | 522.67 | 34.405710 | Yes | 99.258963 | 457.963728 | Low_spent_Small_value_payments | 204.152475 | Standard | 116 |
| 38 | Writer | 35669.970 | 5 | 7 | 19 | 2 | 14 | 15 | 14.45 | 4.0 | Standard | 657.81 | 28.540086 | NM | 57.647958 | 100.231579 | Low_spent_Medium_value_payments | 441.770214 | Standard | 194 |
| 23 | Journalist | 9608.030 | 7 | 4 | 10 | 6 | 8 | 14 | 10.44 | 5.0 | Standard | 1494.17 | 24.324514 | Yes | 25.467999 | 20.386934 | Low_spent_Medium_value_payments | 307.711984 | Standard | 159 |
| 51 | Doctor | 121675.680 | 2 | 6 | 3 | 1 | 8 | 4326 | 3.00 | 1.0 | Good | 984.27 | 31.132945 | No | 95.857347 | 168.041128 | High_spent_Large_value_payments | 984.665525 | Standard | 195 |
| 55 | Manager | 16857.295 | 0 | 5 | 12 | 3 | 25 | 7 | 11.23 | 1.0 | Good | 741.75 | 26.859541 | No | 29.609551 | 33.297123 | Low_spent_Medium_value_payments | 329.270785 | Poor | 271 |
| 45 | Lawyer | 60125.180 | 3 | 5 | 4 | 2 | 2 | 12 | 3.95 | 4.0 | Good | 677.68 | 27.479807 | NM | 82.295777 | 218.906746 | High_spent_Medium_value_payments | 476.840643 | Good | 368 |
| 53 | Journalist | 93163.520 | 4 | 4 | 9 | 3 | 9 | 13 | 6.51 | 1.0 | Standard | 13.57 | 33.217981 | NM | 149.072765 | 626.166230 | Low_spent_Medium_value_payments | 287.623672 | Standard | 310 |
| 42 | Accountant | 75776.550 | 5 | 4 | 15 | 1 | 6 | 20 | 13.86 | 8.0 | Standard | 1.37 | 39.906530 | Yes | 60.277781 | 0.000000 | High_spent_Medium_value_payments | 586.446632 | Standard | 310 |
| 30 | Lawyer | 23317.740 | 4 | 5 | 12 | 3 | 24 | 0 | 0.60 | 2.0 | Good | 387.02 | 31.688720 | No | 32.033127 | 184.009881 | Low_spent_Small_value_payments | 284.871491 | Standard | 249 |
| 37 | Media_Manager | 28061.520 | 5 | 1 | 5 | 4 | 3 | 13 | 9.31 | 4.0 | Good | 1020.77 | 29.710750 | No | 49.432340 | 0.000000 | High_spent_Medium_value_payments | 340.113921 | Good | 244 |
| 26 | Mechanic | 40636.560 | 2 | 6 | 1 | 1 | 15 | 6 | 7.91 | 4.0 | Good | 490.98 | 36.948777 | No | 31.226807 | 109.750079 | High_spent_Medium_value_payments | 455.061113 | Standard | 338 |
| 32 | Manager | 31417.150 | 3 | 6 | 18 | 3 | 26 | 10 | 17.26 | 0.0 | Standard | 362.31 | 39.389191 | Yes | 64.189623 | 27.594981 | High_spent_Large_value_payments | 414.624979 | Standard | 251 |
| 46 | Media_Manager | 127160.940 | 4 | 7 | 3 | 2 | 15 | 3 | 3.55 | 3.0 | Good | 559.07 | 37.624740 | No | 136.126761 | 941.920255 | Low_spent_Medium_value_payments | 286.027484 | Good | 327 |
| 25 | Engineer | 83210.280 | 4 | 7 | 17 | 2 | 8 | 0 | 17.50 | 8.0 | Standard | 1001.02 | 33.297291 | NM | 122.008249 | 376.832783 | High_spent_Small_value_payments | 466.277968 | Standard | 193 |
| 41 | Engineer | 23621.480 | 5 | 4 | 18 | 0 | 7 | 16 | 17.96 | 0.0 | Standard | 1451.24 | 32.965047 | Yes | 0.000000 | 43.279471 | High_spent_Medium_value_payments | 422.566196 | Standard | 201 |
| 53 | Teacher | 69605.000 | 3 | 4 | 5 | 2 | 26 | 13 | 10.97 | 0.0 | Good | 1176.76 | 34.701034 | No | 104.422543 | 193.140338 | Low_spent_Small_value_payments | 546.778785 | Poor | 207 |
| 27 | Journalist | 34341.620 | 6 | 6 | 2 | 3 | 18 | 0 | 11.40 | 6.0 | Standard | 557.48 | 38.742561 | No | 57.175507 | 88.576845 | High_spent_Medium_value_payments | 419.327815 | Standard | 363 |
| 43 | Mechanic | 68898.000 | 7 | 4 | 11 | 0 | 24 | 0 | 5.80 | 5.0 | Standard | 312.14 | 40.379211 | No | 0.000000 | 107.621796 | High_spent_Medium_value_payments | 701.228204 | Standard | 337 |
| 29 | Engineer | 71290.060 | 8 | 3 | 17 | 0 | 5 | 12 | 7.26 | 8.0 | Standard | 1314.99 | 35.456819 | Yes | 0.000000 | 308.519089 | Low_spent_Medium_value_payments | 591.464744 | Standard | 219 |
| 24 | Entrepreneur | 65844.860 | 7 | 4 | 10 | 7 | 15 | 14 | 8.23 | 8.0 | Standard | 1460.73 | 36.522678 | Yes | 199.635763 | 187.073329 | High_spent_Medium_value_payments | 399.598075 | Standard | 229 |
| 41 | Architect | 147583.400 | 6 | 7 | 9 | 0 | 3 | 16 | 12.22 | 10.0 | Standard | 194.40 | 39.361685 | Yes | 0.000000 | 0.000000 | High_spent_Large_value_payments | 1324.861289 | Standard | 289 |
| 45 | Accountant | 88380.160 | 7 | 7 | 19 | 3 | 11 | 19 | 8.70 | 5.0 | Standard | 124.29 | 25.903971 | Yes | 129.723699 | 364.822383 | Low_spent_Medium_value_payments | 532.555251 | Standard | 304 |
| 48 | Entrepreneur | 30678.970 | 1 | 7 | 2 | 4 | 11 | 9 | 6.74 | 0.0 | Good | 828.70 | 29.890668 | No | 53.737311 | 37.988826 | High_spent_Medium_value_payments | 402.731946 | Standard | 322 |
| 54 | Developer | 134035.080 | 0 | 5 | 10 | 2 | 3 | 7 | 10.32 | 4.0 | Good | 767.91 | 38.089372 | No | 143.483732 | 770.340772 | Low_spent_Large_value_payments | 466.434496 | Good | 292 |
| 33 | Architect | 108484.380 | 4 | 7 | 6 | 1 | 29 | 15 | 10.07 | 3.0 | Standard | 1427.16 | 25.119757 | Yes | 71.534221 | 684.785587 | Low_spent_Medium_value_payments | 405.716693 | Standard | 368 |
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