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| ID | Описание | Дата |
|---|---|---|
| 2d68b67f-7ebf-4db3-ae67-8c7e251bef0e | transition dot-com communities | 2017-08-10 |
| fa9c9cbb-b934-4b52-8560-6d0cf60dfcf0 | integrate strategic models | 1997-03-24 |
| 13520168-4b9d-41f8-92a5-551515602ae6 | orchestrate scalable users | 1996-09-12 |
| 26242ace-8d9d-4b11-9233-e44d722e2cb3 | streamline one-to-one models | 2001-10-31 |
| bb522b79-35b6-4f21-ad11-fad4a51c3872 | matrix dynamic users | 2011-01-26 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 39 | Accountant | 98197.740 | 5 | 6 | 6 | 3 | 30 | 7 | 9.09 | 2.0 | Standard | 627.50 | 33.115691 | No | 138.541977 | 102.941381 | High_spent_Large_value_payments | 799.031142 | Standard | 293 |
| 20 | Lawyer | 58698.080 | 8 | 4 | 10 | 2 | 20 | 14 | 5.75 | 4.0 | Good | 453.31 | 26.798036 | No | 91.962713 | 98.396804 | High_spent_Large_value_payments | 541.391149 | Standard | 183 |
| 56 | Journalist | 24018.710 | 4 | 4 | 5 | 3 | 23 | 14 | 5.07 | 3.0 | Good | 1440.63 | 29.517060 | No | 43.670365 | 0.000000 | Low_spent_Large_value_payments | 249.256715 | Good | 324 |
| 21 | Developer | 27956.770 | 5 | 5 | 20 | 2 | 21 | 10 | 10.90 | 8.0 | Standard | 249.39 | 27.058039 | Yes | 26.988750 | 173.001931 | High_spent_Small_value_payments | 322.482402 | Standard | 348 |
| 32 | Musician | 58792.740 | 1 | 4 | 1 | 0 | 13 | 4161 | 2.82 | 2.0 | Good | 57.78 | 33.946555 | No | 0.000000 | 543.695588 | Low_spent_Small_value_payments | 233.943912 | Standard | 218 |
| 42 | Musician | 14096.440 | 9 | 7 | 28 | 8 | 26 | 15 | 1.27 | 12.0 | Bad | 1398.28 | 28.668104 | Yes | 166.651431 | 63.242846 | Low_spent_Small_value_payments | 258.819796 | Poor | 210 |
| 21 | Entrepreneur | 86971.560 | 8 | 5 | 4 | 1 | 24 | 21 | 2.98 | 4.0 | Good | 333.78 | 29.080276 | No | 38.445176 | 704.305790 | Low_spent_Medium_value_payments | 242.612035 | Poor | 244 |
| 24 | Manager | 92091.870 | 5 | 4 | 8 | 1 | 13 | 3 | 6.36 | 0.0 | Good | 637.18 | 27.421631 | No | 49.008097 | 702.472756 | Low_spent_Large_value_payments | 302.751397 | Poor | 305 |
| 44 | Doctor | 86902.590 | 5 | 4 | 12 | 4 | 18 | 10 | 7.85 | 4.0 | Standard | 746.14 | 24.384327 | Yes | 170.648817 | 877.378584 | Low_spent_Small_value_payments | 0.000000 | Standard | 97 |
| 39 | Doctor | 62901.080 | 4 | 6 | 10 | 3 | 3 | 16 | 18.58 | 6.0 | Standard | 228.25 | 26.609325 | Yes | 81.641270 | 213.357407 | High_spent_Medium_value_payments | 457.576989 | Standard | 141 |
| 22 | Doctor | 100681.410 | 5 | 4 | 8 | 2 | 30 | 14 | 8.00 | 3.0 | Standard | 476.37 | 38.022634 | Yes | 145.996751 | 596.431128 | High_spent_Small_value_payments | 378.383871 | Standard | 296 |
| 17 | Writer | 61266.630 | 4 | 6 | 15 | 2 | 13 | 0 | 16.45 | 12.0 | Standard | 570.58 | 36.273072 | Yes | 74.693874 | 188.229781 | High_spent_Small_value_payments | 526.731596 | Poor | 0 |
| 36 | Doctor | 40174.360 | 5 | 3 | 12 | 2 | 15 | 20 | 6.32 | 1.0 | Standard | 539.96 | 27.043540 | Yes | 64.401315 | 294.780446 | Low_spent_Medium_value_payments | 284.704573 | Standard | 219 |
| 36 | Lawyer | 115661.320 | 8 | 3 | 13 | 2 | 19 | 18 | 0.72 | 2.0 | Standard | 59.91 | 36.117952 | No | 115.042259 | 202.851979 | High_spent_Large_value_payments | 857.050096 | Standard | 381 |
| 41 | Developer | 99340.080 | 3 | 1 | 8 | 0 | 10 | 6 | 7.91 | 5.0 | Good | 1028.59 | 44.422374 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 944.986710 | Good | 0 |
| 24 | Lawyer | 91019.190 | 8 | 3 | 9 | 1 | 13 | 11 | 19.70 | 7.0 | Standard | 447.18 | 31.156550 | Yes | 40.104786 | 240.131057 | High_spent_Small_value_payments | 711.957407 | Standard | 302 |
| 44 | Musician | 15824.930 | 4 | 7 | 9 | 0 | 13 | 12 | 6.98 | 0.0 | Good | 345.23 | 33.923473 | No | 0.000000 | 110.466768 | Low_spent_Medium_value_payments | 290.307649 | Standard | 275 |
| 30 | Doctor | 48644.800 | 6 | 6 | 5 | 4 | 7 | 10 | 3.12 | 2.0 | Standard | 539.35 | 29.441870 | No | 121.558671 | 47.726126 | High_spent_Medium_value_payments | 494.988537 | Standard | 383 |
| 46 | Scientist | 17092.690 | 7 | 3 | 19 | 7 | 21 | 14 | 16.40 | 8.0 | Standard | 1417.06 | 37.279378 | Yes | 62.794260 | 79.931154 | High_spent_Small_value_payments | 286.813669 | Standard | 149 |
| 24 | Musician | 14013.165 | 2 | 3 | 4 | 4 | 0 | 3 | 10.36 | 1.0 | Good | 1404.11 | 25.489893 | NM | 38.420090 | 20.658929 | High_spent_Large_value_payments | 270.997356 | Good | 242 |
| 33 | Architect | 43995.490 | 4 | 5 | 5 | 0 | 15 | 7 | 2.74 | 7.0 | Good | 864.60 | 23.045009 | No | 0.000000 | 160.649242 | Low_spent_Large_value_payments | 502.079841 | Poor | 310 |
| 29 | Journalist | 9869.175 | 7 | 7 | 19 | 0 | 15 | 17 | 10.66 | 4.0 | Standard | 274.65 | 27.469403 | NM | 0.000000 | 63.791612 | Low_spent_Small_value_payments | 279.851513 | Standard | 393 |
| 33 | Accountant | 43340.440 | 3 | 5 | 9 | 1 | 4 | 12 | 8.76 | 4.0 | Good | 539.33 | 34.200673 | No | 35.764458 | 127.926341 | High_spent_Medium_value_payments | 438.479534 | Good | 343 |
| 39 | Manager | 29343.050 | 3 | 4 | 10 | 4 | 6 | 10 | 24.55 | 4.0 | Standard | 590.65 | 31.905800 | NM | 79.494354 | 211.836183 | Low_spent_Small_value_payments | 268.794880 | Standard | 153 |
| 44 | Musician | 88165.800 | 4 | 4 | 4 | 1 | 10 | 11 | 6.04 | 4.0 | Good | 326.60 | 38.424893 | No | 57.707380 | 94.571228 | High_spent_Large_value_payments | 814.836392 | Standard | 294 |
| 19 | Accountant | 34849.620 | 3 | 5 | 2 | 2 | 10 | 4 | 10.76 | 8.0 | Good | 1181.00 | 25.973949 | No | 53.743587 | 59.644752 | High_spent_Large_value_payments | 446.825162 | Standard | 338 |
| 28 | Entrepreneur | 128847.000 | 5 | 4 | 8 | 2 | 18 | 9 | 5.95 | 3.0 | Good | 664.62 | 30.039250 | No | 197.039943 | 146.644809 | High_spent_Large_value_payments | 994.340248 | Poor | 252 |
| 28 | Media_Manager | 112671.270 | 2 | 4 | 12 | 0 | 1 | 0 | 7.58 | 8.0 | Good | 1221.91 | 32.980684 | No | 0.000000 | 190.109386 | High_spent_Medium_value_payments | 1005.317864 | Good | 331 |
| 51 | Scientist | 113368.230 | 2 | 1 | 9 | 0 | 2 | 11 | 6.51 | 1.0 | Good | 488.13 | 34.060356 | No | 0.000000 | 128.246749 | High_spent_Large_value_payments | 1038.288501 | Good | 331 |
| 21 | Architect | 19436.305 | 4 | 2 | 8 | 4 | 4 | 8 | 5.64 | 2.0 | Good | 244.27 | 35.659526 | No | 32.445394 | 150.012795 | Low_spent_Small_value_payments | 292.511019 | Good | 308 |
| 44 | Accountant | 138873.280 | 2 | 3 | 3 | 2 | 6 | 1 | 3.00 | 3.0 | Good | 719.30 | 34.480838 | No | 149.684408 | 331.988641 | High_spent_Medium_value_payments | 905.904284 | Good | 334 |
| 31 | Lawyer | 146310.680 | 5 | 4 | 9 | 1 | 5 | 7 | 7.48 | 6.0 | Good | 928.28 | 33.148339 | No | 72.250125 | 477.463230 | High_spent_Medium_value_payments | 912.742312 | Standard | 270 |
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