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| ID | Описание | Дата |
|---|---|---|
| 79e85fa7-8a91-4200-8a4d-6034e2835e2f | drive real-time e-business | 1973-02-28 |
| f8eddc02-e54f-4518-a208-4dbd3367404a | facilitate open-source architectures | 1974-08-24 |
| 5b5ba689-fa93-491c-b12a-eb8ea030ab28 | brand next-generation bandwidth | 2005-08-14 |
| 4738c327-653f-4c1f-ac71-31439a5183c7 | productize enterprise e-commerce | 1975-07-10 |
| 9749c9b1-4f31-4849-b086-77c0444da164 | iterate viral web services | 1985-05-20 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | Doctor | 38539.570 | 4 | 2 | 3 | 1 | 8 | 2 | 8.42 | 0.0 | Good | 526.62 | 34.700320 | NM | 22.683279 | 119.645611 | High_spent_Medium_value_payments | 451.534193 | Good | 362 |
| 45 | Entrepreneur | 33928.380 | 4 | 7 | 8 | 5 | 29 | 18 | 18.62 | 9.0 | Standard | 164.66 | 39.670687 | Yes | 184.078429 | 86.128969 | High_spent_Medium_value_payments | 316.683419 | Standard | 179 |
| 28 | Teacher | 55916.520 | 8 | 7 | 5 | 4 | 18 | 14 | 2.23 | 0.0 | Standard | 1069.61 | 27.939323 | Yes | 103.066389 | 97.238916 | High_spent_Medium_value_payments | 509.465695 | Standard | 319 |
| 48 | Engineer | 77480.730 | 4 | 6 | 4 | 2 | 5 | 20 | 9.28 | 3.0 | Good | 1311.24 | 25.092374 | No | 127.185567 | 236.301522 | High_spent_Medium_value_payments | 519.085661 | Standard | 344 |
| 21 | Manager | 20417.430 | 4 | 1 | 10 | 2 | 14 | 0 | 9.51 | 4.0 | Good | 312.66 | 37.181800 | No | 23.978712 | 141.836153 | Low_spent_Large_value_payments | 284.930385 | Standard | 257 |
| 28 | Developer | 23459.450 | 8 | 5 | 9 | 2 | 17 | 11 | 9.56 | 4.0 | Standard | 264.07 | 39.799703 | Yes | 26.607830 | 181.244013 | Low_spent_Medium_value_payments | 284.343574 | Standard | 297 |
| 42 | Media_Manager | 73910.610 | 3 | 7 | 12 | 0 | 28 | 17 | 10.18 | 2.0 | Standard | 1469.17 | 36.395386 | Yes | 0.000000 | 71.774389 | High_spent_Medium_value_payments | 777.747361 | Standard | 224 |
| 43 | Journalist | 34192.020 | 1 | 1 | 8 | 3 | 9 | 0 | 5.91 | 5.0 | Good | 178.65 | 24.804277 | No | 61.642059 | 90.373338 | High_spent_Medium_value_payments | 380.418104 | Good | 365 |
| 42 | Teacher | 142475.320 | 8 | 5 | 11 | 2 | 22 | 18 | 1.65 | 1.0 | Good | 628.57 | 29.240186 | No | 124.400007 | 0.000000 | Low_spent_Medium_value_payments | 322.932193 | Good | 361 |
| 55 | Entrepreneur | 29490.490 | 2 | 4 | 6 | 4 | 11 | 6 | 8.41 | 2.0 | Good | 591.33 | 36.021749 | No | 90.930735 | 236.152811 | Low_spent_Small_value_payments | 187.470538 | Standard | 372 |
| 20 | Lawyer | 34253.080 | 3 | 9 | 25 | 6 | 11 | 12 | 11.66 | 12.0 | Standard | 1485.70 | 28.742352 | Yes | 133.843813 | 134.060162 | High_spent_Small_value_payments | 294.638359 | Standard | 0 |
| 33 | Lawyer | 20040.640 | 3 | 6 | 9 | 2 | 23 | 9 | 10.68 | 0.0 | Good | 1255.55 | 26.995442 | No | 32.718287 | 141.148884 | Low_spent_Medium_value_payments | 256.938162 | Poor | 389 |
| 46 | Musician | 31029.700 | 6 | 7 | 4 | 4 | 26 | 11 | 10.74 | 4.0 | Good | 1157.08 | 30.297737 | No | 96.469965 | 77.979256 | High_spent_Small_value_payments | 337.531613 | Good | 237 |
| 46 | Journalist | 84045.990 | 0 | 3 | 5 | 0 | 1 | 0 | 3.07 | 3.0 | Good | 1124.24 | 24.523858 | No | 0.000000 | 302.483878 | High_spent_Small_value_payments | 637.599372 | Good | 240 |
| 24 | Journalist | 20324.355 | 3 | 4 | 7 | 3 | 14 | 12 | 4.81 | 4.0 | Good | 1396.07 | 36.067785 | NM | 36.933003 | 39.972346 | Low_spent_Large_value_payments | 363.464276 | Standard | 392 |
| 54 | Scientist | 26693.060 | 7 | 5 | 6 | 4 | 13 | 20 | 10.72 | 6.0 | Standard | 592.33 | 39.962342 | No | 53.254643 | 261.687880 | Low_spent_Small_value_payments | 218.799644 | Poor | 259 |
| 47 | Scientist | 78749.900 | 0 | 5 | 5 | 2 | 10 | 5 | 1.17 | 4.0 | Good | 807.52 | 33.226051 | No | 129.554089 | 549.321757 | Low_spent_Small_value_payments | 254.473320 | Good | 0 |
| 27 | Journalist | 86210.790 | 8 | 7 | 12 | 0 | 28 | 12 | 3.96 | 0.0 | Standard | 587.61 | 36.840556 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 368.209689 | Standard | 370 |
| 51 | Musician | 34640.230 | 6 | 4 | 10 | 1 | 12 | 9 | 13.10 | 2.0 | Standard | 714.20 | 33.748314 | Yes | 26.838084 | 370.688165 | Low_spent_Small_value_payments | 182.242335 | Standard | 265 |
| 50 | Accountant | 67691.120 | 5 | 3 | 1 | 1 | 5 | 3 | 2.23 | 0.0 | Good | 176.43 | 28.000357 | No | 34.987237 | 528.093749 | Low_spent_Small_value_payments | 297.011680 | Standard | 231 |
| 36 | Mechanic | 17273.830 | 4 | 3 | 8 | 1 | 3 | 4 | 9.68 | 5.0 | Good | 210.93 | 36.137395 | No | 9.457422 | 71.417324 | Low_spent_Medium_value_payments | 326.773837 | Good | 0 |
| 55 | Doctor | 49217.680 | 7 | 3 | 5 | 0 | 23 | 9 | 9.88 | 4.0 | Standard | 1140.58 | 40.073944 | No | 0.000000 | 47.373225 | High_spent_Medium_value_payments | 618.074108 | Standard | 212 |
| 40 | Manager | 26738.260 | 7 | 6 | 20 | 6 | 10 | 0 | 18.85 | 11.0 | Standard | 828.93 | 26.360563 | NM | 86.263356 | 52.791790 | High_spent_Small_value_payments | 326.763687 | Standard | 75 |
| 39 | Musician | 21275.220 | 5 | 3 | 5 | 3 | 8 | 0 | 8.83 | 8.0 | Standard | 609.41 | 27.770057 | Yes | 39.005167 | 134.524373 | Low_spent_Large_value_payments | 263.063960 | Poor | 70 |
| 50 | Lawyer | 131080.800 | 5 | 7 | 10 | 2 | 4 | 18 | 7.28 | 4.0 | Standard | 161.29 | 25.066667 | No | 136.049822 | 819.785045 | Low_spent_Small_value_payments | 435.705133 | Good | 279 |
| 43 | Developer | 132387.520 | 3 | 5 | 5 | 2 | 2 | 10 | 8.95 | 2.0 | Good | 361.08 | 39.372834 | No | 145.650758 | 378.372690 | Low_spent_Medium_value_payments | 840.405885 | Standard | 0 |
| 46 | Doctor | 75408.440 | 0 | 1 | 6 | 3 | 11 | 5 | 3.43 | 4.0 | Good | 1487.63 | 38.761976 | No | 102.566178 | 149.290533 | High_spent_Large_value_payments | 628.446956 | Good | 265 |
| 38 | Manager | 42619.920 | 5 | 3 | 20 | 1 | 9 | 20 | 1.03 | 2.0 | Standard | 124.55 | 26.781228 | Yes | 30.698756 | 0.000000 | High_spent_Medium_value_payments | 468.094529 | Standard | 309 |
| 26 | Developer | 89531.940 | 3 | 3 | 8 | 1 | 7 | 13 | 16.95 | 8.0 | Standard | 1471.50 | 42.667143 | Yes | 44.138716 | 146.770969 | High_spent_Large_value_payments | 771.889815 | Standard | 270 |
| 48 | Musician | 62953.620 | 3 | 7 | 1 | 0 | 2 | 12 | 3.48 | 4.0 | Good | 437.90 | 36.862614 | No | 0.000000 | 90.942603 | High_spent_Large_value_payments | 657.370897 | Good | 218 |
| 27 | Teacher | 77874.090 | 8 | 3 | 16 | 2 | 23 | 23 | 12.77 | 8.0 | Standard | 127.88 | 40.393404 | Yes | 99.667727 | 104.935070 | High_spent_Medium_value_payments | 695.647953 | Standard | 359 |
| 38 | Manager | 15319.650 | 6 | 7 | 15 | 4 | 54 | 16 | 17.13 | 6.0 | Bad | 1453.61 | 37.266724 | Yes | 28.182033 | 91.565818 | Low_spent_Medium_value_payments | 306.315899 | Poor | 131 |
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