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| ID | Описание | Дата |
|---|---|---|
| d6e4e5ff-b281-4b66-a678-1d7643f05913 | streamline mission-critical communities | 1990-12-22 |
| 20dc5fd1-fe81-4cfe-b1bc-65eeb4c1defc | unleash back-end e-tailers | 1985-02-12 |
| 0038ea5d-7f37-4dc6-a18a-76ebae842a99 | whiteboard back-end action-items | 2016-04-03 |
| 8e32c451-0ad2-4e17-8617-fb0837738724 | target interactive experiences | 1970-06-19 |
| 6ee4c7af-c748-489e-adf5-380e369010be | aggregate robust portals | 2015-09-08 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | Mechanic | 15398.950 | 1 | 7 | 5 | 4 | 1 | 1 | 8.41 | 8.0 | Good | 343.84 | 28.135688 | No | 34.813970 | 95.386562 | Low_spent_Large_value_payments | 294.624051 | Standard | 346 |
| 51 | Media_Manager | 47280.760 | 5 | 3 | 17 | 0 | 12 | 20 | 12.91 | 3.0 | Standard | 1134.41 | 35.058413 | Yes | 0.000000 | 293.140540 | Low_spent_Medium_value_payments | 358.165794 | Standard | 328 |
| 35 | Engineer | 53872.340 | 5 | 4 | 16 | 2 | 29 | 12 | 13.78 | 2.0 | Standard | 329.07 | 23.105139 | Yes | 82.632341 | 257.413386 | High_spent_Small_value_payments | 376.490439 | Poor | 287 |
| 24 | Lawyer | 29404.310 | 6 | 7 | 9 | 1 | 19 | 20 | 12.35 | 2.0 | Good | 1288.52 | 36.929321 | No | 22.423316 | 262.570006 | Low_spent_Small_value_payments | 240.942594 | Good | 282 |
| 21 | Doctor | 47873.600 | 3 | 3 | 19 | 2 | 19 | 16 | 11.81 | 3.0 | Standard | 879.54 | 25.527332 | Yes | 57.865038 | 123.767678 | High_spent_Small_value_payments | 467.913951 | Standard | 303 |
| 48 | Writer | 100233.400 | 6 | 4 | 2 | 3 | 5 | 18 | 6.95 | 1.0 | Good | 616.68 | 25.529534 | No | 182.347046 | 357.978491 | High_spent_Medium_value_payments | 559.652796 | Good | 305 |
| 27 | Journalist | 32012.570 | 4 | 7 | 20 | 1 | 30 | 16 | 13.81 | 5.0 | Standard | 87.33 | 29.420350 | Yes | 19.873263 | 315.717998 | Low_spent_Small_value_payments | 216.780156 | Standard | 393 |
| 40 | Accountant | 53320.080 | 8 | 7 | 2 | 2 | 21 | 14 | 3.54 | 3.0 | Good | 592.65 | 29.867987 | No | 45.789962 | 39.165248 | High_spent_Large_value_payments | 593.778790 | Poor | 241 |
| 55 | Writer | 35184.740 | 6 | 7 | 13 | 2 | 21 | 18 | 12.25 | 4.0 | Standard | 1036.03 | 32.331707 | Yes | 34.630064 | 98.903135 | High_spent_Medium_value_payments | 419.972967 | Standard | 0 |
| 48 | Journalist | 109652.700 | 2 | 4 | 12 | 2 | 13 | 3 | 5.79 | 1.0 | Good | 1056.45 | 28.713781 | No | 97.627531 | 702.091317 | Low_spent_Large_value_payments | 402.053652 | Good | 388 |
| 37 | Musician | 116569.620 | 4 | 4 | 7 | 3 | 9 | 11 | 11.50 | 3.0 | Good | 757.70 | 29.718923 | No | 149.597462 | 1164.690326 | Low_spent_Small_value_payments | 0.000000 | Good | 233 |
| 18 | Manager | 11687.925 | 3 | 4 | 11 | 3 | 30 | 20 | 17.43 | 6.0 | Standard | 991.78 | 25.993703 | Yes | 18.079063 | 91.592349 | Low_spent_Small_value_payments | 301.627963 | Standard | 124 |
| 33 | Lawyer | 59939.520 | 3 | 5 | 16 | 0 | 7 | 21 | 12.23 | 4.0 | Standard | 1338.53 | 39.993899 | Yes | 0.000000 | 280.318669 | Low_spent_Large_value_payments | 461.877331 | Good | 381 |
| 34 | Entrepreneur | 93536.040 | 6 | 6 | 20 | 0 | 13 | 19 | 11.83 | 3.0 | Standard | 863.78 | 28.592168 | Yes | 0.000000 | 448.781489 | Low_spent_Medium_value_payments | 587.785511 | Standard | 320 |
| 48 | Developer | 105816.450 | 4 | 3 | 11 | 1 | 23 | 12 | 6.37 | 4.0 | Standard | 1342.14 | 38.733430 | Yes | 79.495972 | 737.844946 | Low_spent_Small_value_payments | 370.362833 | Standard | 247 |
| 30 | Architect | 10455.875 | 6 | 5 | 12 | 3 | 11 | 19 | 16.71 | 0.0 | Good | 83.16 | 25.773240 | No | 25.748448 | 36.479239 | Low_spent_Medium_value_payments | 290.704605 | Good | 274 |
| 39 | Musician | 18670.980 | 5 | 5 | 14 | 4 | 26 | 17 | 15.92 | 11.0 | Standard | 1397.21 | 39.299177 | Yes | 32.444454 | 152.360886 | Low_spent_Medium_value_payments | 250.586160 | Good | 130 |
| 54 | Accountant | 14566.335 | 4 | 5 | 7 | 3 | 18 | 15 | 6.22 | 3.0 | Good | 765.44 | 31.960446 | No | 19.082335 | 99.565820 | Low_spent_Small_value_payments | 281.937970 | Standard | 368 |
| 26 | Scientist | 44577.260 | 5 | 4 | 1 | 4 | 5 | 3 | 2.98 | 3.0 | Good | 636.43 | 35.303740 | NM | 124.700073 | 67.528637 | High_spent_Medium_value_payments | 441.648457 | Standard | 225 |
| 51 | Musician | 68948.320 | 4 | 2 | 4 | 1 | 13 | 9 | 11.29 | 4.0 | Good | 287.63 | 32.713487 | No | 57.218288 | 472.575723 | Low_spent_Large_value_payments | 307.375322 | Good | 197 |
| 31 | Accountant | 126253.650 | 0 | 2 | 1 | 2 | 2 | 11 | 1.08 | 2.0 | Good | 3.50 | 28.218143 | No | 194.273077 | 246.537378 | High_spent_Large_value_payments | 830.703295 | Good | 376 |
| 50 | Lawyer | 22914.660 | 8 | 3 | 10 | 3 | 8 | 8 | 16.66 | 2.0 | Standard | 345.85 | 36.401733 | Yes | 49.375874 | 37.517058 | High_spent_Medium_value_payments | 337.762567 | Standard | 394 |
| 16 | Writer | 14739.960 | 6 | 5 | 16 | 4 | 8 | 17 | 14.38 | 9.0 | Standard | 1298.28 | 33.538708 | Yes | 47.731877 | 55.906662 | Low_spent_Medium_value_payments | 292.294461 | Poor | 155 |
| 37 | Doctor | 96960.210 | 6 | 4 | 8 | 0 | 27 | 16 | 6.52 | 2.0 | Standard | 1144.73 | 27.300788 | No | 0.000000 | 208.985917 | High_spent_Small_value_payments | 844.415833 | Standard | 262 |
| 30 | Manager | 19995.550 | 6 | 6 | 29 | 5 | 22 | 18 | 20.26 | 11.0 | Standard | 1358.90 | 35.305883 | Yes | 114.447902 | 45.667309 | Low_spent_Large_value_payments | 330.472298 | Poor | 72 |
| 41 | Manager | 14335.460 | 4 | 3 | 8 | 1 | 15 | 15 | 8.60 | 8.0 | Standard | 726.59 | 27.107809 | Yes | 9.987632 | 95.725810 | Low_spent_Large_value_payments | 273.048724 | Standard | 273 |
| 30 | Mechanic | 143570.800 | 1 | 4 | 5 | 2 | 16 | 2 | 9.34 | 2.0 | Good | 1331.50 | 29.296305 | No | 123.311056 | 797.753832 | High_spent_Small_value_payments | 538.958445 | Standard | 390 |
| 46 | Teacher | 21537.990 | 5 | 5 | 15 | 0 | 12 | 9 | 11.85 | 4.0 | Standard | 599.23 | 26.940410 | No | 0.000000 | 85.761441 | High_spent_Small_value_payments | 327.321809 | Standard | 201 |
| 34 | Media_Manager | 14956.120 | 2 | 6 | 1 | 2 | 33 | 0 | 9.17 | 2.0 | Good | 851.44 | 32.000686 | No | 17.739127 | 44.650776 | Low_spent_Small_value_payments | 351.144430 | Poor | 220 |
| 21 | Writer | 103228.740 | 3 | 7 | 12 | 0 | 20 | 10 | 5.87 | 4.0 | Standard | 1478.43 | 34.093606 | NM | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 993.730215 | Standard | 215 |
| 29 | Musician | 18771.340 | 5 | 3 | 12 | 4 | 19 | 13 | 12.90 | 8.0 | Standard | 89.53 | 35.674012 | Yes | 57.587856 | 93.945028 | Low_spent_Small_value_payments | 275.794949 | Poor | 224 |
| 39 | Accountant | 14791.615 | 0 | 5 | 9 | 4 | 7 | 12 | 5.74 | 6.0 | Good | 683.67 | 27.930947 | NM | 42.846609 | 84.044115 | Low_spent_Small_value_payments | 297.372735 | Standard | 349 |
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