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| ID | Описание | Дата |
|---|---|---|
| 3a1e43e3-c01b-4ad3-8059-8c2520759eff | iterate synergistic channels | 1980-07-18 |
| 5c32757d-8f00-4fc2-8dd2-8e9abed33a44 | transition innovative architectures | 1972-01-22 |
| d0ff6609-bafa-42ff-bc8e-32ba6d913361 | transition user-centric content | 2002-06-08 |
| 0118607c-700b-4c4d-a6c2-8c16c08a1650 | productize virtual technologies | 2017-03-13 |
| 53e40f1f-7b7f-4838-9e24-a9aa3ebbe487 | extend value-added relationships | 2022-04-29 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 35 | Journalist | 11245.110 | 3 | 6 | 11 | 0 | 12 | 13 | 8.01 | 1.0 | Standard | 169.86 | 27.753734 | NM | 0.000000 | 106.706894 | Low_spent_Medium_value_payments | 290.602356 | Standard | 278 |
| 43 | Developer | 99565.360 | 8 | 5 | 20 | 0 | 22 | 7 | 19.45 | 6.0 | Standard | 551.66 | 29.199432 | Yes | 0.000000 | 854.615433 | Low_spent_Small_value_payments | 273.095900 | Good | 283 |
| 56 | Journalist | 24018.710 | 4 | 4 | 5 | 3 | 25 | 14 | 5.07 | 1.0 | Good | 1440.63 | 26.420514 | No | 43.670365 | 0.000000 | Low_spent_Large_value_payments | 248.119451 | Good | 321 |
| 21 | Developer | 27956.770 | 5 | 5 | 20 | 2 | 21 | 11 | 15.90 | 6.0 | Standard | 249.39 | 22.652323 | Yes | 26.988750 | 79.827076 | High_spent_Medium_value_payments | 405.657257 | Standard | 345 |
| 32 | Musician | 58792.740 | 1 | 4 | 1 | 0 | 14 | 10 | 2.82 | 2.0 | Good | 57.78 | 33.110349 | No | 0.000000 | 590.362712 | Low_spent_Small_value_payments | 187.276788 | Poor | 216 |
| 41 | Musician | 14096.440 | 9 | 7 | 28 | 8 | 26 | 15 | 6.27 | 12.0 | Bad | 1398.28 | 33.155390 | Yes | 166.651431 | 57.476648 | Low_spent_Small_value_payments | 264.585994 | Poor | 0 |
| 31 | Accountant | 81166.860 | 7 | 4 | 7 | 2 | 15 | 14 | 7.50 | 8.0 | Standard | 1353.18 | 23.321019 | Yes | 135.104484 | 0.000000 | Low_spent_Large_value_payments | 280.066764 | Standard | 141 |
| 30 | Developer | 31135.370 | 3 | 5 | 9 | 0 | 24 | 8 | 3.52 | 2.0 | Good | 1112.57 | 39.864444 | No | 0.000000 | 36.630057 | High_spent_Medium_value_payments | 463.431359 | Poor | 336 |
| 44 | Doctor | 86902.590 | 5 | 4 | 12 | 4 | 18 | 2919 | 14.85 | 4.0 | Standard | 746.14 | 32.467522 | Yes | 170.648817 | 102.712989 | High_spent_Large_value_payments | 667.226444 | Standard | 0 |
| 27 | Lawyer | 28256.630 | 7 | 7 | 5 | 1 | 12 | 17 | 3.93 | 1.0 | Good | 66.47 | 24.734184 | No | 12.342460 | 40.671958 | High_spent_Medium_value_payments | 441.057499 | Standard | 267 |
| 21 | Doctor | 100681.410 | 5 | 4 | 8 | 2 | 28 | 9 | 8.00 | 2.0 | Standard | 476.37 | 33.540250 | Yes | 145.996751 | 196.545743 | High_spent_Large_value_payments | 758.269255 | Standard | 293 |
| 17 | Writer | 61266.630 | 4 | 6 | 15 | 2 | 13 | 13 | 14.45 | 12.0 | Standard | 570.58 | 36.831859 | Yes | 74.693874 | 89.579103 | High_spent_Medium_value_payments | 615.382274 | Standard | 117 |
| 40 | Mechanic | 40806.350 | 3 | 7 | 12 | 2 | 8 | 5 | 0.96 | 3.0 | Good | 595.20 | 31.724412 | No | 44.197869 | 157.684267 | High_spent_Small_value_payments | 419.970781 | Standard | 0 |
| 48 | Architect | 42843.650 | 0 | 7 | 4 | 4 | 30 | 2 | 1.61 | 4.0 | Good | 1101.71 | 32.711044 | No | 83.591874 | 179.731218 | High_spent_Small_value_payments | 337.007324 | Poor | 0 |
| 52 | Mechanic | 49937.400 | 3 | 3 | 7 | 2 | 21 | 11 | 22.53 | 3.0 | Standard | 1069.53 | 33.004723 | Yes | 47.217598 | 57.634114 | High_spent_Medium_value_payments | 553.093287 | Standard | 192 |
| 24 | Lawyer | 91019.190 | 8 | 3 | 9 | 1 | 13 | 11 | 12.70 | 4.0 | Standard | 447.18 | 37.070386 | Yes | 40.104786 | 271.414875 | Low_spent_Small_value_payments | 710.673590 | Standard | 299 |
| 44 | Musician | 15824.930 | 4 | 7 | 9 | 0 | 13 | 13 | 6.98 | 0.0 | Good | 345.23 | 34.078318 | No | 0.000000 | 72.905041 | Low_spent_Medium_value_payments | 327.869375 | Standard | 271 |
| 30 | Doctor | 48644.800 | 6 | 6 | 5 | 4 | 7 | 16 | 4.12 | 2.0 | Standard | 539.35 | 27.258871 | No | 121.558671 | 181.571314 | High_spent_Small_value_payments | 371.143348 | Standard | 379 |
| 46 | Scientist | 17092.690 | 7 | 3 | 19 | 7 | 21 | 15 | 16.40 | 8.0 | Standard | 1417.06 | 26.126774 | Yes | 62.794260 | 86.282926 | High_spent_Small_value_payments | 280.461898 | Standard | 147 |
| 27 | Scientist | 58728.060 | 8 | 5 | 18 | 5 | 9 | 18 | 13.13 | 8.0 | Standard | 1272.79 | 33.219863 | Yes | 129.832823 | 351.585141 | Low_spent_Small_value_payments | 297.782536 | Poor | 224 |
| 33 | Architect | 43995.490 | 4 | 5 | 5 | 0 | 10 | 7 | 0.00 | 3.0 | Good | 864.60 | 32.718921 | No | 0.000000 | 330.799583 | Low_spent_Large_value_payments | 331.929501 | Poor | 307 |
| 29 | Journalist | 9869.175 | 7 | 7 | 19 | 0 | 19 | 15 | 10.66 | 0.0 | Standard | 274.65 | 37.558786 | Yes | 0.000000 | 32.398252 | Low_spent_Small_value_payments | 311.244873 | Standard | 391 |
| 42 | Lawyer | 74614.640 | 5 | 6 | 4 | 1 | 9 | 3 | 4.60 | 5.0 | Good | 879.62 | 26.987310 | NM | 40.215897 | 0.000000 | High_spent_Large_value_payments | 773.344149 | Standard | 306 |
| 38 | Manager | 29343.050 | 3 | 4 | 10 | 4 | 6 | 10 | 17.55 | 4.0 | Standard | 590.65 | 23.971496 | Yes | 79.494354 | 75.129582 | High_spent_Small_value_payments | 375.501481 | Standard | 150 |
| 44 | Musician | 88165.800 | 4 | 4 | 4 | 1 | 9 | 11 | 6.04 | 4.0 | Good | 326.60 | 30.023448 | No | 57.707380 | 284.951093 | Low_spent_Medium_value_payments | 664.456527 | Standard | 292 |
| 18 | Accountant | 34849.620 | 3 | 5 | 2 | 2 | 7 | 7 | 7.76 | 3.0 | Good | 1181.00 | 27.426068 | No | 53.743587 | 54.015912 | High_spent_Medium_value_payments | 462.454002 | Good | 334 |
| 27 | Entrepreneur | 128847.000 | 5 | 4 | 8 | 2 | 18 | 9 | 5.95 | 3.0 | Good | 664.62 | 40.813956 | No | 197.039943 | 186.721890 | High_spent_Medium_value_payments | 964.263166 | Poor | 250 |
| 28 | Media_Manager | 112671.270 | 2 | 4 | 12 | 0 | 6 | 6 | 7.58 | 8.0 | Good | 1221.91 | 33.905942 | No | 0.000000 | 294.271241 | High_spent_Medium_value_payments | 901.156009 | Good | 328 |
| 36 | Teacher | 87474.240 | 4 | 7 | 20 | 0 | 13 | 7 | 11.79 | 0.0 | Standard | 797.03 | 40.946932 | No | 0.000000 | 84.578275 | High_spent_Large_value_payments | 887.973725 | Standard | 298 |
| 21 | Architect | 19436.305 | 4 | 2 | 8 | 4 | 4 | 5 | 5.64 | 0.0 | Good | 244.27 | 35.042242 | No | 32.445394 | 32.744241 | High_spent_Medium_value_payments | 369.779573 | Good | 305 |
| 44 | Accountant | 138873.280 | 2 | 3 | 3 | 2 | 11 | 1 | 3.00 | 2.0 | Good | 719.30 | 39.312364 | No | 149.684408 | 828.359619 | Low_spent_Medium_value_payments | 439.533307 | Standard | 332 |
| 28 | Manager | 90781.530 | 7 | 7 | 6 | 0 | 25 | 15 | 17.36 | 4.0 | Standard | 494.51 | 41.338598 | Yes | 0.000000 | 0.000000 | High_spent_Large_value_payments | 835.181721 | Standard | 236 |
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