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| ID | Описание | Дата |
|---|---|---|
| e80dc255-38ac-4cdf-8148-8256cebc99b0 | generate customized infrastructures | 1978-01-31 |
| 32336ab7-0c26-49e4-9764-292724f278b6 | architect rich systems | 1972-04-02 |
| 489c2f12-482a-4e79-85f1-de8021812175 | transition cutting-edge convergence | 2024-05-08 |
| 454f22b0-97c4-42f7-8034-3cf605b038ff | engineer extensible methodologies | 2009-11-15 |
| 541497d2-f77e-4a9e-b7f2-e97ef7f6b4eb | iterate frictionless action-items | 2024-04-06 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 38 | Journalist | 31021.240 | 7 | 7 | 11 | 4 | 20 | 20 | 11.21 | 7.0 | Standard | 852.81 | 37.171526 | No | 90.759178 | 56.977573 | High_spent_Large_value_payments | 367.873582 | Standard | 399 |
| 15 | Mechanic | 101500.920 | 4 | 6 | 14 | 2 | 29 | 0 | 10.37 | 6.0 | Standard | 835.46 | 31.974041 | Yes | 141.545706 | 258.622366 | Low_spent_Large_value_payments | 735.472928 | Poor | 186 |
| 35 | Architect | 40206.260 | 3 | 3 | 15 | 1 | 28 | 11 | 14.98 | 2.0 | Standard | 736.97 | 31.796815 | Yes | 17.787342 | 60.677949 | High_spent_Medium_value_payments | 526.786875 | Standard | 364 |
| 40 | Scientist | 44941.950 | 4 | 6 | 3 | 1 | 0 | 0 | 11.32 | 7.0 | Good | 1150.28 | 31.439334 | No | 22.434725 | 0.000000 | Low_spent_Small_value_payments | 187.268268 | Good | 368 |
| 52 | Entrepreneur | 43312.780 | 4 | 1 | 3 | 1 | 11 | 6 | 3.24 | 2.0 | Good | 208.96 | 38.685781 | No | 25.348420 | 39.283378 | High_spent_Medium_value_payments | 527.708035 | Good | 226 |
| 33 | Architect | 17914.240 | 6 | 6 | 11 | 5 | 26 | 8 | 11.98 | 5.0 | Standard | 703.21 | 31.986719 | Yes | 65.914626 | 63.493564 | Low_spent_Large_value_payments | 315.077144 | Standard | 114 |
| 30 | Developer | 11203.125 | 8 | 7 | 5 | 4 | 28 | 13 | 19.48 | 6.0 | Standard | 954.43 | 29.881418 | Yes | 35.810287 | 97.516692 | Low_spent_Small_value_payments | 248.532397 | Standard | 164 |
| 42 | Developer | 12868.625 | 6 | 7 | 5 | 4 | 28 | 5 | 0.77 | 3.0 | Standard | 837.85 | 30.278115 | Yes | 39.268598 | 50.099390 | Low_spent_Large_value_payments | 263.570554 | Standard | 398 |
| 29 | Journalist | 101299.840 | 7 | 5 | 13 | 2 | 14 | 10 | 11.66 | 9.0 | Standard | 1473.68 | 34.935724 | Yes | 113.543052 | 345.168374 | High_spent_Medium_value_payments | 631.653907 | Standard | 391 |
| 43 | Writer | 68213.380 | 7 | 5 | 10 | 3 | 24 | 0 | 7.82 | 5.0 | Standard | 769.47 | 31.813743 | No | 141.480505 | 531.867564 | Low_spent_Small_value_payments | 212.396765 | Standard | 347 |
| 32 | Writer | 38250.710 | 1 | 7 | 8 | 3 | 15 | 2 | 0.76 | 7.0 | Good | 1464.74 | 33.389994 | NM | 91.486810 | 198.103160 | Low_spent_Small_value_payments | 294.565946 | Standard | 300 |
| 40 | Manager | 55910.680 | 5 | 3 | 11 | 0 | 5 | 10 | 9.76 | 2.0 | Standard | 7.54 | 37.514004 | No | 0.000000 | 163.311063 | High_spent_Medium_value_payments | 551.611270 | Good | 355 |
| 30 | Engineer | 39418.470 | 5 | 4 | 1 | 3 | 4 | 1 | 5.56 | 0.0 | Good | 517.87 | 26.460386 | No | 69.726183 | 110.140638 | High_spent_Medium_value_payments | 380.120429 | Good | 340 |
| 23 | Teacher | 46422.100 | 8 | 6 | 9 | 2 | 18 | 12 | 5.50 | 0.0 | Standard | 832.68 | 31.601781 | No | 66.490890 | 0.000000 | Low_spent_Large_value_payments | 487.352453 | Standard | 275 |
| 47 | Journalist | 59775.240 | 4 | 6 | 16 | 0 | 30 | 15 | 2.69 | 9.0 | Standard | 787.76 | 38.663673 | No | 0.000000 | 200.254931 | High_spent_Medium_value_payments | 575.672069 | Standard | 246 |
| 37 | Mechanic | 84215.130 | 5 | 5 | 6 | 5 | 22 | 10 | 14.55 | 6.0 | Standard | 150.68 | 30.195816 | Yes | 191.742071 | 859.734533 | Low_spent_Small_value_payments | 0.000000 | Standard | 68 |
| 19 | Media_Manager | 60759.540 | 5 | 4 | 7 | 4 | 14 | 13 | 7.76 | 2.0 | Standard | 128.17 | 30.094137 | No | 155.525521 | 189.749415 | Low_spent_Medium_value_payments | 437.854564 | Standard | 284 |
| 35 | Musician | 125155.200 | 1 | 4 | 9 | 3 | 17 | 9 | 10.70 | 1.0 | Good | 50.83 | 24.832378 | No | 169.627228 | 647.676571 | Low_spent_Small_value_payments | 495.856201 | Poor | 312 |
| 37 | Writer | 9728.580 | 6 | 6 | 5 | 3 | 12 | 0 | 15.49 | 6.0 | Standard | 1382.42 | 33.980019 | Yes | 23.637196 | 85.874878 | Low_spent_Small_value_payments | 244.159426 | Standard | 65 |
| 24 | Media_Manager | 16955.675 | 0 | 1 | 7 | 2 | 12 | 1 | 3.09 | 7.0 | Good | 1035.87 | 25.728028 | No | 20.035087 | 147.234240 | Low_spent_Small_value_payments | 252.327965 | Standard | 389 |
| 54 | Entrepreneur | 100358.730 | 0 | 4 | 12 | 0 | 9 | 14 | 8.74 | 2.0 | Good | 375.52 | 33.625276 | No | 0.000000 | 462.991767 | High_spent_Small_value_payments | 647.430983 | Standard | 338 |
| 22 | Accountant | 14702.050 | 5 | 4 | 19 | 4 | 29 | 20 | 15.00 | 6.0 | Standard | 844.25 | 34.298307 | Yes | 33.885620 | 56.844695 | Low_spent_Small_value_payments | 313.286768 | Standard | 161 |
| 43 | Media_Manager | 78626.490 | 5 | 4 | 9 | 4 | 9 | 19 | 6.73 | 0.0 | Standard | 550.10 | 26.134354 | No | 140.732220 | 0.000000 | Low_spent_Medium_value_payments | 179.789410 | Standard | 211 |
| 43 | Writer | 26848.210 | 4 | 7 | 9 | 1 | 12 | 0 | 3.68 | 1.0 | Standard | 1476.59 | 36.719139 | No | 22.082560 | 39.818701 | High_spent_Large_value_payments | 380.333822 | Good | 225 |
| 23 | Engineer | 88905.000 | 6 | 7 | 11 | 2 | 10 | 14 | 0.58 | 3.0 | Standard | 971.83 | 35.157038 | Yes | 132.552578 | 141.946355 | High_spent_Large_value_payments | 685.476067 | Standard | 0 |
| 50 | Engineer | 43995.950 | 4 | 3 | 11 | 0 | 7 | 9 | 0.83 | 2.0 | Good | 1233.56 | 30.660492 | No | 0.000000 | 99.846402 | High_spent_Medium_value_payments | 493.386515 | Poor | 329 |
| 27 | Engineer | 130210.200 | 7 | 4 | 5 | 1 | 18 | 9 | 18.32 | 4.0 | Standard | 61.98 | 39.557434 | Yes | 68.896136 | 228.214327 | High_spent_Large_value_payments | 1040.074537 | Standard | 269 |
| 44 | Musician | 119242.680 | 8 | 3 | 7 | 1 | 16 | 11 | 1.54 | 1.0 | Standard | 746.75 | 42.555980 | NM | 85.653087 | 264.046575 | High_spent_Medium_value_payments | 885.289338 | Poor | 249 |
| 45 | Mechanic | 122835.520 | 6 | 4 | 17 | 3 | 29 | 14 | 14.73 | 5.0 | Standard | 493.99 | 26.237846 | Yes | 193.648927 | 577.740109 | Low_spent_Large_value_payments | 496.040298 | Standard | 159 |
| 49 | Media_Manager | 22354.300 | 0 | 5 | 9 | 4 | 3 | 0 | 5.29 | 2.0 | Good | 1010.56 | 27.004798 | No | 46.289163 | 228.131836 | Low_spent_Small_value_payments | 189.664835 | Standard | 255 |
| 48 | Entrepreneur | 42989.270 | 2 | 7 | 4 | 4 | 26 | 11 | 4.73 | 4.0 | Good | 1353.64 | 27.267515 | No | 73.559246 | 311.936155 | Low_spent_Large_value_payments | 257.548515 | Poor | 266 |
| 32 | Musician | 26094.080 | 7 | 5 | 11 | 3 | 18 | 9 | 6.65 | 2.0 | Standard | 945.70 | 35.484245 | No | 51.279561 | 88.094168 | Low_spent_Large_value_payments | 342.676938 | Standard | 221 |
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