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| ID | Описание | Дата |
|---|---|---|
| 3931f177-30a7-429e-b726-82d80238f807 | cultivate user-centric convergence | 2011-08-28 |
| 68b5aa04-8bbf-4155-8705-0fdcab9b3299 | orchestrate turn-key portals | 2006-11-11 |
| b4c4fd62-8b48-48dc-bc72-36d2d55a63d0 | monetize B2C platforms | 2011-01-13 |
| a1cc01a0-ac07-4e16-9841-acadeb84b4ef | brand wireless experiences | 1999-06-21 |
| 864680e8-251c-4bd2-950a-e31759f120dc | generate collaborative schemas | 2013-09-05 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 51 | Architect | 43581.130 | 4 | 3 | 9 | 3 | 18 | 3 | 8.56 | 2.0 | Good | 900.83 | 38.499096 | No | 103.033078 | 136.720361 | High_spent_Small_value_payments | 376.922645 | Standard | 0 |
| 40 | Manager | 78477.180 | 4 | 5 | 16 | 2 | 3 | 18 | 1.35 | 1.0 | Standard | 1197.91 | 35.951100 | Yes | 123.317587 | 98.780436 | High_spent_Large_value_payments | 659.178477 | Standard | 293 |
| 38 | Scientist | 34773.310 | 1 | 5 | 6 | 2 | 0 | 2 | 11.17 | 4.0 | Good | 82.07 | 37.051794 | No | 52.230562 | 197.891648 | Low_spent_Large_value_payments | 307.755374 | Good | 278 |
| 31 | Engineer | 17612.175 | 6 | 5 | 14 | 4 | 11 | 11 | 12.75 | 6.0 | Standard | 1273.32 | 28.822993 | Yes | 108.264137 | 57.109871 | Low_spent_Medium_value_payments | 305.346543 | Good | 0 |
| 25 | Journalist | 44640.320 | 3 | 6 | 1 | 4 | 4 | 12 | 12.19 | 5.0 | Good | 700.43 | 39.320918 | No | 123.476264 | 454.512541 | Low_spent_Small_value_payments | 91.213861 | Standard | 231 |
| 23 | Writer | 19234.690 | 5 | 5 | 6 | 2 | 15 | 18 | 3.83 | 4.0 | Standard | 844.75 | 36.474429 | Yes | 20.511115 | 152.536627 | Low_spent_Medium_value_payments | 256.241341 | Standard | 277 |
| 18 | Engineer | 94913.160 | 7 | 5 | 10 | 3 | 23 | 10 | 4.51 | 1.0 | Standard | 740.42 | 31.692518 | No | 131.998346 | 99.102930 | High_spent_Large_value_payments | 821.741724 | Standard | 252 |
| 27 | Media_Manager | 35455.230 | 0 | 4 | 1 | 2 | 10 | 9 | 9.78 | 4.0 | Good | 33.16 | 32.207496 | No | 46.579692 | 163.260237 | High_spent_Small_value_payments | 341.520321 | Good | 194 |
| 21 | Musician | 9945.420 | 4 | 7 | 15 | 5 | 21 | 16 | 18.60 | 8.0 | Standard | 1432.28 | 26.108822 | Yes | 32.853353 | 29.112435 | Low_spent_Large_value_payments | 288.112712 | Poor | 166 |
| 48 | Musician | 41736.660 | 3 | 3 | 9 | 3 | 9 | 2 | 5.25 | 1.0 | Good | 1385.82 | 37.948585 | No | 98.015639 | 87.938055 | High_spent_Medium_value_payments | 397.051807 | Standard | 0 |
| 39 | Mechanic | 44826.540 | 2 | 3 | 10 | 0 | 29 | 7 | 2.52 | 6.0 | Good | 952.04 | 39.762528 | No | 0.000000 | 97.167060 | High_spent_Medium_value_payments | 548.187440 | Standard | 343 |
| 43 | Scientist | 104118.690 | 5 | 7 | 5 | 3 | 17 | 15 | 14.65 | 7.0 | Standard | 555.27 | 26.982686 | Yes | 163.644597 | 157.110346 | High_spent_Large_value_payments | 804.600807 | Standard | 0 |
| 48 | Engineer | 121844.200 | 6 | 6 | 16 | 2 | 21 | 8 | 15.30 | 4.0 | Standard | 1265.84 | 27.124054 | Yes | 162.668139 | 243.178971 | High_spent_Large_value_payments | 860.721224 | Standard | 249 |
| 21 | Developer | 39734.740 | 3 | 6 | 8 | 0 | 9 | 8 | 1.75 | 0.0 | Good | 1084.26 | 34.146038 | No | 0.000000 | 173.005414 | Low_spent_Large_value_payments | 437.217419 | Good | 213 |
| 22 | Mechanic | 20336.520 | 4 | 5 | 19 | 5 | 25 | 16 | 13.05 | 5.0 | Standard | 1398.96 | 28.244139 | Yes | 59.660696 | 65.745713 | High_spent_Small_value_payments | 293.364591 | Standard | 180 |
| 46 | Writer | 22961.350 | 8 | 6 | 18 | 2 | 20 | 17 | 11.30 | 1.0 | Standard | 1253.93 | 29.058330 | Yes | 22.553207 | 22.068780 | High_spent_Large_value_payments | 409.222597 | Standard | 361 |
| 43 | Musician | 53387.880 | 5 | 5 | 5 | 1 | 25 | 14 | 13.39 | 8.0 | Standard | 1106.86 | 26.359640 | Yes | 23.027247 | 129.717366 | High_spent_Medium_value_payments | 541.054387 | Standard | 136 |
| 32 | Journalist | 77047.400 | 2 | 4 | 11 | 1 | 13 | 4 | 3.95 | 1.0 | Good | 952.69 | 38.381086 | No | 50.187296 | 0.000000 | Low_spent_Large_value_payments | 265.356843 | Standard | 325 |
| 35 | Developer | 41982.880 | 4 | 7 | 14 | 0 | 23 | 22 | 23.83 | 6.0 | Standard | 1449.70 | 31.597227 | Yes | 0.000000 | 21.832244 | High_spent_Large_value_payments | 544.525089 | Standard | 208 |
| 33 | Musician | 27324.700 | 6 | 7 | 20 | 0 | 24 | 18 | 16.49 | 6.0 | Standard | 1385.73 | 29.742836 | Yes | 0.000000 | 61.287303 | High_spent_Medium_value_payments | 418.218530 | Standard | 165 |
| 50 | Entrepreneur | 65544.120 | 3 | 3 | 10 | 2 | 7 | 0 | 8.20 | 1.0 | Good | 1357.63 | 27.094325 | No | 71.716893 | 537.634372 | Low_spent_Small_value_payments | 211.749735 | Standard | 216 |
| 55 | Manager | 27223.100 | 8 | 6 | 7 | 0 | 20 | 0 | 3.81 | 6.0 | Good | 1373.38 | 29.751045 | No | 0.000000 | 51.163802 | High_spent_Large_value_payments | 425.195365 | Good | 199 |
| 27 | Accountant | 18323.175 | 1 | 3 | 4 | 0 | 8 | 12 | 6.08 | 2.0 | Good | 879.33 | 35.399651 | No | 0.000000 | 67.449382 | Low_spent_Large_value_payments | 353.043743 | Standard | 232 |
| 20 | Manager | 117283.350 | 0 | 7 | 7 | 3 | 8 | 0 | 5.27 | 3.0 | Good | 1248.12 | 32.700073 | No | 173.480930 | 953.919935 | Low_spent_Small_value_payments | 129.560385 | Standard | 227 |
| 33 | Accountant | 19810.745 | 1 | 4 | 11 | 3 | 2 | 10 | 2.47 | 0.0 | Good | 227.12 | 37.230399 | No | 40.600458 | 121.152750 | Low_spent_Large_value_payments | 258.936335 | Standard | 262 |
| 26 | Journalist | 16159.510 | 4 | 3 | 6 | 2 | 22 | 21 | 6.27 | 4.0 | Standard | 233.56 | 36.503156 | Yes | 19.371645 | 160.208183 | Low_spent_Small_value_payments | 246.782755 | Standard | 341 |
| 22 | Doctor | 23537.540 | 7 | 4 | 8 | 3 | 21 | 21 | 7.13 | 6.0 | Standard | 174.06 | 36.963353 | NM | 53.558306 | 53.712457 | High_spent_Small_value_payments | 343.375404 | Standard | 112 |
| 22 | Manager | 41797.940 | 1 | 1 | 3 | 3 | 4 | 1 | 8.36 | 4.0 | Good | 1253.67 | 31.231139 | NM | 73.430451 | 400.753242 | Low_spent_Small_value_payments | 177.632473 | Good | 363 |
| 47 | Teacher | 32390.150 | 3 | 6 | 5 | 0 | 10 | 17 | 8.81 | 4.0 | Standard | 596.56 | 32.593663 | No | 0.000000 | 61.726175 | Low_spent_Large_value_payments | 466.291742 | Standard | 354 |
| 35 | Lawyer | 54525.940 | 3 | 5 | 10 | 4 | 12 | 9 | 11.02 | 10.0 | Standard | 157.10 | 25.122420 | Yes | 131.080373 | 421.157108 | Low_spent_Small_value_payments | 203.345353 | Standard | 266 |
| 46 | Scientist | 108255.720 | 2 | 2 | 3 | 3 | 6 | 0 | 3.43 | 2.0 | Good | 794.74 | 24.406248 | No | 136.602458 | 1055.848046 | Low_spent_Small_value_payments | 1.780496 | Good | 343 |
| 49 | Journalist | 175718.640 | 3 | 5 | 11 | 0 | 12 | 6 | 6.85 | 5.0 | Good | 1336.86 | 32.271291 | No | 0.000000 | 666.356828 | Low_spent_Large_value_payments | 1074.365172 | Good | 279 |
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