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ID | Описание | Дата |
---|---|---|
d16ed052-fd34-4458-ae46-91cbc58dce49 | embrace synergistic initiatives | 2023-12-29 |
6247fae1-1d2a-4014-afbe-deceb27fbc56 | matrix efficient e-services | 2019-09-03 |
ce07dec4-de10-41d9-8be1-bd995893323e | transform cutting-edge paradigms | 2013-03-22 |
d922db5b-f855-449a-856d-5d02b051de13 | engage user-centric e-tailers | 2010-05-26 |
b8b6bc4d-3493-48cf-9901-5a7943011807 | redefine seamless info-mediaries | 1977-10-21 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
48 | Doctor | 15488.885 | 0 | 4 | 4 | 0 | 4 | 1 | 1.38 | 4.0 | Good | 1287.59 | 22.635462 | NM | 0.000000 | 29.447196 | High_spent_Large_value_payments | 337.926846 | Good | 303 |
36 | Engineer | 32901.790 | 4 | 5 | 1 | 1 | 9 | 9 | 0.00 | 0.0 | Good | 798.71 | 29.649874 | NM | 19.324081 | 283.110758 | Low_spent_Small_value_payments | 242.546744 | Good | 315 |
22 | Mechanic | 101723.520 | 8 | 5 | 15 | 3 | 27 | 18 | 13.61 | 4.0 | Standard | 526.56 | 36.251731 | Yes | 134.581671 | 273.226362 | High_spent_Medium_value_payments | 703.087967 | Standard | 218 |
37 | Writer | 73355.380 | 3 | 7 | 12 | 1 | 16 | 13 | 9.56 | 7.0 | Standard | 998.81 | 31.600956 | No | 36.422299 | 244.922033 | High_spent_Medium_value_payments | 582.350501 | Standard | 0 |
48 | Mechanic | 29085.380 | 3 | 5 | 16 | 4 | 30 | 12 | 15.71 | 4.0 | Standard | 328.70 | 27.398019 | Yes | 88.018628 | 203.919567 | Low_spent_Small_value_payments | 218.139971 | Standard | 0 |
41 | Doctor | 85272.060 | 1 | 3 | 5 | 1 | 11 | 10 | 4.93 | 4.0 | Good | 919.31 | 37.300961 | No | 36.570539 | 182.032630 | High_spent_Large_value_payments | 748.997331 | Good | 345 |
53 | Engineer | 75893.070 | 6 | 5 | 1 | 0 | 21 | 16 | 3.37 | 1.0 | Good | 500.47 | 25.200970 | No | 0.000000 | 78.941151 | High_spent_Large_value_payments | 793.901099 | Good | 237 |
47 | Teacher | 59823.580 | 0 | 2 | 5 | 1 | 3 | 11 | 8.96 | 4.0 | Good | 406.75 | 39.357049 | No | 45.892196 | 0.000000 | High_spent_Medium_value_payments | 527.246743 | Good | 270 |
40 | Architect | 72608.320 | 5 | 6 | 9 | 1 | 0 | 8 | 9.78 | 2.0 | Good | 339.20 | 25.999136 | No | 43.569615 | 161.099624 | High_spent_Small_value_payments | 640.900093 | Standard | 301 |
55 | Teacher | 40023.810 | 2 | 5 | 5 | 4 | 13 | 4 | 0.00 | 4.0 | Good | 1137.04 | 35.722271 | No | 122.985776 | 41.571053 | High_spent_Medium_value_payments | 406.874921 | Good | 328 |
17 | Journalist | 54420.450 | 3 | 4 | 19 | 3 | 15 | 20 | 12.50 | 6.0 | Standard | 645.77 | 32.046885 | Yes | 121.234118 | 170.334070 | High_spent_Medium_value_payments | 426.535562 | Standard | 188 |
42 | Scientist | 17758.440 | 8 | 3 | 13 | 1 | 15 | 9 | 15.64 | 4.0 | Standard | 908.52 | 40.692495 | Yes | 11.666972 | 130.633446 | Low_spent_Small_value_payments | 288.086582 | Standard | 278 |
35 | Writer | 17283.900 | 3 | 3 | 6 | 4 | 5 | 16 | 16.41 | 4.0 | Standard | 759.22 | 25.398290 | Yes | 55.015709 | 110.210849 | Low_spent_Small_value_payments | 260.805941 | Standard | 222 |
50 | Developer | 35871.340 | 4 | 5 | 5 | 1 | 10 | 0 | 9.48 | 9.0 | Good | 525.01 | 37.878170 | No | 25.049160 | 0.000000 | High_spent_Medium_value_payments | 464.559061 | Standard | 296 |
43 | Teacher | 12291.445 | 5 | 5 | 6 | 3 | 30 | 1481 | 18.49 | 4.0 | Standard | 1257.59 | 35.655668 | Yes | 21.867692 | 83.090257 | Low_spent_Small_value_payments | 277.370760 | Standard | 258 |
25 | Developer | 26921.130 | 5 | 7 | 17 | 4 | 23 | 20 | 3.01 | 4.0 | Standard | 124.10 | 38.785099 | No | 72.528350 | 266.604927 | Low_spent_Small_value_payments | 165.909474 | Standard | 275 |
56 | Media_Manager | 60422.060 | 6 | 7 | 11 | 2 | 20 | 10 | 16.44 | 2.0 | Standard | 194.58 | 30.593977 | NM | 79.008068 | 65.929738 | High_spent_Medium_value_payments | 591.379361 | Standard | 362 |
43 | Media_Manager | 24688.880 | 8 | 4 | 9 | 1 | 20 | 15 | 12.74 | 7.0 | Standard | 1014.83 | 23.688027 | No | 10.869317 | 38.642757 | High_spent_Large_value_payments | 416.128593 | Standard | 279 |
26 | Accountant | 94031.700 | 8 | 4 | 13 | 2 | 17 | 16 | 8.17 | 5.0 | Standard | 147.52 | 32.760582 | No | 120.455060 | 424.381476 | Low_spent_Small_value_payments | 556.760965 | Standard | 298 |
21 | Journalist | 16212.015 | 6 | 5 | 15 | 0 | 7 | 13 | 8.31 | 3.0 | Standard | 1400.27 | 30.760980 | No | 0.000000 | 48.026566 | Low_spent_Medium_value_payments | 354.573559 | Standard | 314 |
18 | Lawyer | 35389.890 | 4 | 7 | 10 | 2 | 12 | 18 | 11.79 | 2.0 | Standard | 873.71 | 35.569149 | Yes | 45.751357 | 263.406585 | Low_spent_Medium_value_payments | 240.857808 | Standard | 369 |
20 | Lawyer | 26460.700 | 6 | 6 | 10 | 4 | 16 | 2873 | 16.21 | 5.0 | Standard | 1378.46 | 33.704639 | Yes | 49.036257 | 156.354628 | High_spent_Small_value_payments | 284.114948 | Standard | 371 |
26 | Lawyer | 70446.630 | 4 | 3 | 11 | 0 | 12 | 20 | 10.61 | 2.0 | Standard | 1322.25 | 38.785191 | No | 0.000000 | 114.813213 | High_spent_Large_value_payments | 715.242037 | Poor | 203 |
20 | Mechanic | 38840.780 | 4 | 7 | 21 | 2 | 12 | 9 | 16.72 | 6.0 | Standard | 1442.28 | 33.752525 | Yes | 42.325119 | 115.898177 | High_spent_Medium_value_payments | 434.949870 | Poor | 64 |
23 | Writer | 77253.540 | 2 | 7 | 12 | 2 | 13 | 5 | 4.28 | 6.0 | Good | 565.23 | 25.915507 | NM | 85.983230 | 41.138384 | High_spent_Large_value_payments | 743.057886 | Standard | 0 |
19 | Journalist | 26862.640 | 6 | 6 | 9 | 6 | 28 | 11 | 18.52 | 8.0 | Standard | 829.49 | 22.356041 | Yes | 94.461908 | 91.444655 | Low_spent_Large_value_payments | 325.048771 | Standard | 214 |
51 | Engineer | 33413.880 | 5 | 7 | 10 | 3 | 22 | 10 | 19.75 | 4.0 | Standard | 1270.74 | 25.353079 | Yes | 46.399587 | 238.666697 | Low_spent_Large_value_payments | 261.982716 | Standard | 264 |
48 | Manager | 35820.620 | 0 | 6 | 8 | 4 | 12 | 10 | 11.95 | 3.0 | Good | 731.26 | 26.468413 | No | 87.981091 | 256.998792 | Low_spent_Small_value_payments | 220.825284 | Good | 238 |
20 | Manager | 116897.680 | 0 | 4 | 12 | 1 | 27 | 11 | 10.35 | 6.0 | Good | 742.09 | 38.110143 | NM | 75.399386 | 489.186273 | Low_spent_Large_value_payments | 694.761675 | Standard | 0 |
20 | Accountant | 45285.960 | 6 | 4 | 12 | 2 | 11 | 10 | 8.47 | 6.0 | Standard | 1077.91 | 29.197585 | Yes | 46.970178 | 84.609218 | High_spent_Medium_value_payments | 520.703604 | Standard | 112 |
22 | Lawyer | 31763.360 | 7 | 7 | 25 | 6 | 20 | 20 | 11.07 | 9.0 | Standard | 1270.07 | 33.895025 | Yes | 122.717072 | 0.000000 | Low_spent_Large_value_payments | 187.242807 | Poor | 0 |
33 | Writer | 30053.320 | 7 | 8 | 29 | 7 | 18 | 22 | 14.96 | 7.0 | Bad | 1300.78 | 34.665424 | Yes | 130.464282 | 95.205268 | High_spent_Medium_value_payments | 249.774783 | Poor | 156 |
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