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ID | Описание | Дата |
---|---|---|
ec55f404-0ae0-4e07-b0c9-4ace1534d2b5 | embrace compelling technologies | 2009-11-10 |
31721ecd-cc62-4bf4-b3c5-f6639a15a509 | engage compelling markets | 2003-04-23 |
056e08f5-1acf-4e4b-9695-0f8aa5cf69aa | facilitate seamless networks | 2022-03-20 |
02800599-b33d-41d8-93e2-4c33428d84e1 | aggregate customized systems | 1993-08-23 |
58dd0cf1-1f16-4541-affd-8b6e8bc66d65 | embrace proactive methodologies | 1996-12-27 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33 | Media_Manager | 12943.475 | 5 | 5 | 9 | 6 | 15 | 12 | 10.60 | 6.0 | Standard | 265.36 | 26.650316 | Yes | 45.090830 | 129.481785 | Low_spent_Small_value_payments | 248.189676 | Standard | 87 |
56 | Musician | 30594.510 | 3 | 3 | 20 | 3 | 30 | 20 | 8.57 | 3.0 | Standard | 1277.91 | 25.284977 | No | 64.919363 | 54.052575 | High_spent_Small_value_payments | 383.982312 | Standard | 387 |
37 | Architect | 88481.160 | 3 | 4 | 18 | 0 | 19 | 9 | 13.29 | 4.0 | Standard | 1343.50 | 38.653198 | Yes | 0.000000 | 558.485603 | Low_spent_Large_value_payments | 419.757397 | Standard | 0 |
50 | Lawyer | 159560.760 | 3 | 1 | 6 | 1 | 2 | 12 | 6.67 | 2.0 | Good | 1154.59 | 34.155824 | No | 130.037048 | 1238.042317 | Low_spent_Large_value_payments | 259.993635 | Good | 304 |
28 | Manager | 20685.510 | 6 | 5 | 27 | 4 | 42 | 19 | 19.70 | 6.0 | Bad | 1256.46 | 37.747689 | NM | 44.049701 | 88.665924 | Low_spent_Small_value_payments | 335.263625 | Poor | 233 |
42 | Lawyer | 65804.680 | 8 | 4 | 5 | 4 | 22 | 16 | 15.69 | 1.0 | Standard | 1068.77 | 26.090024 | Yes | 181.603483 | 337.942153 | Low_spent_Large_value_payments | 314.426697 | Standard | 379 |
54 | Engineer | 116941.710 | 0 | 7 | 6 | 0 | 7 | 2 | 10.03 | 2.0 | Good | 721.24 | 42.042167 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 1087.635970 | Standard | 240 |
22 | Mechanic | 124436.400 | 5 | 5 | 7 | 2 | 13 | 11 | 2.82 | 1.0 | Good | 529.84 | 35.290412 | No | 164.014082 | 200.804326 | High_spent_Medium_value_payments | 937.251592 | Poor | 358 |
29 | Lawyer | 163032.600 | 4 | 3 | 5 | 1 | 15 | 9 | 8.30 | 0.0 | Good | 18.93 | 38.703603 | No | 120.648212 | 459.071588 | Low_spent_Medium_value_payments | 1046.585201 | Standard | 240 |
22 | Musician | 31396.360 | 2 | 3 | 12 | 3 | 5 | 5 | 1.13 | 4.0 | Good | 1294.44 | 28.984916 | NM | 70.754952 | 333.892110 | Low_spent_Small_value_payments | 132.289272 | Standard | 295 |
26 | Architect | 108767.370 | 5 | 4 | 5 | 3 | 7 | 9 | 6.50 | 2.0 | Good | 461.74 | 37.267452 | No | 193.688953 | 213.885785 | High_spent_Small_value_payments | 773.020012 | Good | 189 |
47 | Architect | 18296.910 | 3 | 6 | 20 | 3 | 8 | 0 | 4.01 | 0.0 | Standard | 587.67 | 37.074601 | No | 26.251724 | 37.071511 | High_spent_Medium_value_payments | 309.351014 | Standard | 231 |
48 | Journalist | 15641.730 | 1 | 4 | 8 | 4 | 2 | 4 | 11.73 | 3.0 | Good | 1429.18 | 24.096351 | No | 30.882707 | 120.880812 | Low_spent_Small_value_payments | 258.784231 | Good | 256 |
37 | Manager | 87246.150 | 4 | 3 | 10 | 2 | 26 | 18 | 6.63 | 1.0 | Standard | 494.16 | 34.704961 | No | 116.979830 | 559.110846 | Low_spent_Large_value_payments | 350.360575 | Standard | 249 |
41 | Developer | 12162.055 | 5 | 7 | 13 | 3 | 22 | 12 | 10.84 | 0.0 | Standard | 1179.95 | 28.699265 | Yes | 27.806878 | 83.851983 | Low_spent_Small_value_payments | 258.891597 | Standard | 364 |
29 | Developer | 179193.760 | 5 | 3 | 8 | 1 | 1 | 5 | 6.85 | 3.0 | Good | 449.65 | 42.009990 | No | 83.417292 | 704.230620 | Low_spent_Medium_value_payments | 979.133422 | Good | 256 |
31 | Manager | 84169.920 | 5 | 6 | 18 | 1 | 22 | 8 | 19.00 | 3.0 | Standard | 617.14 | 35.722897 | Yes | 38.437955 | 0.000000 | High_spent_Large_value_payments | 861.221132 | Standard | 353 |
41 | Teacher | 40740.440 | 4 | 3 | 10 | 6 | 29 | 10 | 12.68 | 10.0 | Standard | 247.04 | 39.012784 | Yes | 144.411157 | 80.931768 | High_spent_Medium_value_payments | 357.760742 | Standard | 219 |
42 | Developer | 38643.040 | 2 | 3 | 10 | 3 | 5 | 10 | 7.58 | 4.0 | Good | 581.74 | 34.144292 | No | 82.859318 | 71.357382 | High_spent_Medium_value_payments | 446.408633 | Good | 331 |
21 | Musician | 73020.540 | 2 | 5 | 6 | 3 | 25 | 5 | 2.98 | 2.0 | Good | 1363.68 | 32.115080 | NM | 172.894186 | 0.000000 | High_spent_Large_value_payments | 641.810631 | Poor | 324 |
36 | Writer | 31941.880 | 5 | 6 | 16 | 0 | 11 | 18 | 8.90 | 6.0 | Standard | 1048.97 | 40.973168 | No | 0.000000 | 89.005950 | High_spent_Small_value_payments | 423.676383 | Standard | 244 |
20 | Architect | 40167.840 | 7 | 5 | 5 | 1 | 8 | 18 | 11.59 | 4.0 | Standard | 277.38 | 39.821951 | Yes | 19.025280 | 93.860948 | High_spent_Medium_value_payments | 490.345772 | Standard | 201 |
36 | Teacher | 44599.140 | 0 | 7 | 4 | 3 | 4 | 5 | 9.99 | 4.0 | Good | 694.02 | 37.011334 | No | 83.750380 | 232.050477 | Low_spent_Small_value_payments | 346.158644 | Good | 283 |
27 | Engineer | 33208.950 | 7 | 6 | 17 | 5 | 27 | 14 | 18.98 | 9.0 | Standard | 559.23 | 41.150412 | Yes | 98.057090 | 55.223596 | High_spent_Small_value_payments | 410.160564 | Standard | 166 |
37 | Developer | 6300606.000 | 6 | 6 | 13 | 4 | 8 | 20 | 7.69 | 4.0 | Standard | 718.36 | 23.993702 | Yes | 119.049882 | 125.854600 | High_spent_Medium_value_payments | 343.201352 | Standard | 340 |
19 | Musician | 36938.820 | 8 | 6 | 13 | 5 | 22 | 12 | 10.06 | 12.0 | Standard | 771.60 | 29.165976 | Yes | 112.272766 | 32.258930 | High_spent_Large_value_payments | 373.691804 | Standard | 140 |
55 | Scientist | 90074.640 | 0 | 7 | 9 | 3 | 1 | 11 | 11.12 | 7.0 | Good | 1454.14 | 32.794368 | No | 132.110703 | 220.080283 | High_spent_Medium_value_payments | 621.131013 | Good | 242 |
30 | Manager | 141474.200 | 3 | 3 | 18 | 0 | 11 | 11 | 15.62 | 5.0 | Standard | 364.38 | 41.747300 | Yes | 0.000000 | 395.510488 | Low_spent_Large_value_payments | 1028.141178 | Standard | 282 |
42 | Media_Manager | 20851.590 | 4 | 6 | 18 | 1 | 25 | 15 | 14.46 | 5.0 | Standard | 1195.06 | 40.973238 | NM | 9.299162 | 108.843125 | Low_spent_Small_value_payments | 342.020963 | Standard | 196 |
33 | Media_Manager | 98175.720 | 5 | 6 | 12 | 2 | 16 | 20 | 17.78 | 8.0 | Standard | 439.88 | 28.807769 | Yes | 135.052219 | 80.661136 | High_spent_Large_value_payments | 866.617645 | Standard | 202 |
34 | Entrepreneur | 14925.810 | 8 | 6 | 5 | 5 | 19 | 11 | 0.23 | 8.0 | Standard | 781.33 | 23.604274 | Yes | 61.784282 | 71.954318 | Low_spent_Large_value_payments | 246.443151 | Standard | 0 |
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