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ID | Описание | Дата |
---|---|---|
9d950ed0-57ec-4aa7-ae14-82941f81c6fe | e-enable frictionless e-tailers | 2011-03-17 |
59b9e74e-5793-4402-aab6-858205582d78 | monetize virtual interfaces | 2000-04-24 |
9a56d230-c8c6-4f45-909f-4df1a32ceaa6 | innovate strategic channels | 2025-06-03 |
f950be0f-7d79-4ef2-9f2d-92136666e033 | target back-end mindshare | 2014-01-31 |
24553e95-7abf-4d42-bf42-8a6b55d149a4 | exploit integrated technologies | 1975-06-23 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | Mechanic | 63197.260 | 6 | 3 | 13 | 3 | 15 | 15 | 13.43 | 12.0 | Standard | 1435.94 | 27.134859 | Yes | 148.474543 | 88.919433 | High_spent_Medium_value_payments | 516.849857 | Standard | 287 |
43 | Developer | 44080.040 | 5 | 5 | 10 | 3 | 17 | 8 | 4.70 | 5.0 | Good | 443.01 | 40.467398 | No | 193.578468 | 74.982910 | High_spent_Small_value_payments | 452.110185 | Standard | 245 |
25 | Lawyer | 92428.830 | 5 | 6 | 17 | 0 | 14 | 22 | 11.16 | 5.0 | Standard | 1396.62 | 26.908902 | Yes | 0.000000 | 219.773312 | High_spent_Small_value_payments | 820.166938 | Poor | 312 |
44 | Accountant | 19795.890 | 3 | 3 | 12 | 1 | 27 | 13 | 14.71 | 2.0 | Standard | 582.75 | 38.638574 | Yes | 159.609395 | 43.165679 | High_spent_Small_value_payments | 341.959989 | Good | 327 |
41 | Accountant | 21384.940 | 4 | 4 | 15 | 2 | 20 | 15 | 14.37 | 5.0 | Standard | 691.53 | 38.158585 | Yes | 22.095625 | 0.000000 | Low_spent_Small_value_payments | 240.814719 | Standard | 322 |
19 | Architect | 31916.170 | 4 | 3 | 20 | 4 | 13 | 20 | 2.73 | 0.0 | Standard | 90.18 | 27.824083 | Yes | 97.662755 | 179.114018 | Low_spent_Large_value_payments | 285.191310 | Standard | 202 |
51 | Entrepreneur | 147517.360 | 3 | 5 | 16 | 1 | 11 | 20 | 9.79 | 4.0 | Standard | 325.89 | 33.641560 | NM | 71.339076 | 358.013744 | High_spent_Medium_value_payments | 1071.958513 | Standard | 382 |
33 | Scientist | 68090.850 | 7 | 4 | 20 | 1 | 5 | 2658 | 0.00 | 4.0 | Standard | 791.78 | 30.578787 | NM | 31.245931 | 40.184095 | High_spent_Large_value_payments | 740.293724 | Standard | 269 |
35 | Developer | 89417.160 | 7 | 4 | 19 | 0 | 22 | 13 | 14.97 | 4.0 | Standard | 330.68 | 41.751482 | Yes | 0.000000 | 270.402143 | High_spent_Medium_value_payments | 696.640857 | Good | 308 |
24 | Journalist | 9608.030 | 7 | 4 | 10 | 6 | 7 | 11 | 10.44 | 5.0 | Standard | 1494.17 | 38.725447 | Yes | 25.467999 | 34.858530 | Low_spent_Small_value_payments | 303.240389 | Standard | 165 |
44 | Entrepreneur | 41015.310 | 3 | 2 | 1 | 2 | 6 | 10 | 11.32 | 2.0 | Good | 1432.22 | 23.903313 | No | 41.535468 | 205.337595 | High_spent_Small_value_payments | 371.721187 | Good | 282 |
32 | Lawyer | 35104.320 | 3 | 5 | 10 | 4 | 29 | 8 | 7.85 | 7.0 | Good | 1166.23 | 36.928155 | No | 75.224655 | 113.139074 | Low_spent_Small_value_payments | 378.572271 | Poor | 289 |
40 | Writer | 105950.760 | 6 | 5 | 12 | 1 | 21 | 17 | 10.18 | 8.0 | Standard | 746.19 | 29.921991 | No | 46.544721 | 216.430196 | High_spent_Large_value_payments | 867.548083 | Standard | 361 |
53 | Journalist | 93163.520 | 5 | 5 | 9 | 3 | 9 | 11 | 9.51 | 5.0 | Standard | 13.57 | 43.286447 | NM | 149.072765 | 111.894109 | High_spent_Medium_value_payments | 771.895792 | Standard | 317 |
45 | Developer | 21426.070 | 5 | 7 | 16 | 7 | 29 | 19 | 8.79 | 7.0 | Standard | 1024.27 | 37.536726 | NM | 117.266787 | 79.034316 | Low_spent_Small_value_payments | 244.849481 | Standard | 181 |
34 | Lawyer | 17260.570 | 3 | 3 | 18 | 7 | 13 | 15 | 12.36 | 11.0 | Standard | 1496.49 | 22.975738 | Yes | 87.871475 | 158.617932 | Low_spent_Small_value_payments | 178.248676 | Standard | 0 |
18 | Architect | 114614.880 | 6 | 6 | 9 | 3 | 5 | 10 | 9.06 | 1.0 | Standard | 1379.67 | 41.351964 | Yes | 180.910723 | 100.535502 | High_spent_Large_value_payments | 895.477775 | Standard | 330 |
41 | Media_Manager | 11603.810 | 6 | 7 | 12 | 2 | 19 | 15 | 7.40 | 4.0 | Good | 10.55 | 30.655738 | No | 15.042669 | 79.991515 | Low_spent_Medium_value_payments | 275.064233 | Good | 235 |
32 | Doctor | 89154.270 | 3 | 4 | 17 | 2 | 9 | 14 | 12.58 | 10.0 | Standard | 102.66 | 30.437974 | Yes | 146.096737 | 297.634443 | High_spent_Medium_value_payments | 528.621070 | Standard | 269 |
45 | Entrepreneur | 15685.095 | 3 | 7 | 7 | 0 | 13 | 18 | 3.93 | 4.0 | Standard | 350.98 | 25.896297 | NM | 0.000000 | 82.693674 | Low_spent_Medium_value_payments | 330.115451 | Standard | 395 |
35 | Journalist | 19975.130 | 8 | 6 | 18 | 4 | 10 | 15 | 9.09 | 4.0 | Standard | 643.23 | 36.289001 | NM | 36.278770 | 85.396315 | Low_spent_Small_value_payments | 314.984331 | Standard | 197 |
21 | Teacher | 23939.930 | 6 | 3 | 6 | 1 | 30 | 13 | 6.39 | 2.0 | Standard | 457.78 | 23.235500 | No | 13.786700 | 62.171990 | High_spent_Small_value_payments | 399.740726 | Standard | 258 |
32 | Writer | 95389.710 | 6 | 7 | 16 | 1 | 24 | 5 | 11.92 | 1.0 | Standard | 544.02 | 26.154750 | Yes | 42.202249 | 96.487625 | High_spent_Medium_value_payments | 877.124375 | Poor | 359 |
23 | Writer | 10456.235 | 4 | 8 | 25 | 2 | 19 | 12 | 16.40 | 11.0 | Standard | 1498.73 | 36.412995 | NM | 9.822822 | 106.998920 | Low_spent_Medium_value_payments | 272.213550 | Poor | 123 |
43 | Writer | 21719.560 | 6 | 6 | 9 | 1 | 12 | 16 | 15.96 | 4.0 | Standard | 717.44 | 22.370380 | Yes | 9.247225 | 45.225039 | High_spent_Medium_value_payments | 382.424069 | Standard | 344 |
33 | Teacher | 21803.940 | 5 | 6 | 20 | 4 | 30 | 16 | 4.21 | 2.0 | Standard | 29.16 | 37.261716 | No | 41.619539 | 27.460481 | High_spent_Medium_value_payments | 359.219480 | Standard | 370 |
24 | Entrepreneur | 65844.860 | 7 | 4 | 10 | 7 | 18 | 0 | 8.23 | 8.0 | Standard | 1460.73 | 31.653490 | Yes | 199.635763 | 226.151207 | High_spent_Medium_value_payments | 360.520196 | Standard | 234 |
49 | Mechanic | 61085.500 | 8 | 5 | 8 | 3 | 4 | 12 | 11.95 | 4.0 | Good | 293.01 | 36.754098 | No | 98.807926 | 40.606595 | High_spent_Large_value_payments | 584.831312 | Good | 283 |
22 | Mechanic | 87692.850 | 4 | 6 | 10 | 4 | 25 | 5 | 0.00 | 0.0 | Good | 1352.22 | 30.080464 | No | 188.410929 | 294.059469 | High_spent_Medium_value_payments | 481.703352 | Poor | 286 |
18 | Engineer | 13190.345 | 3 | 4 | 5 | 1 | 21 | 20 | 6.40 | 2.0 | Standard | 578.60 | 27.779050 | Yes | 9.896018 | 93.946964 | Low_spent_Medium_value_payments | 289.276559 | Standard | 0 |
55 | Developer | 134035.080 | 0 | 5 | 10 | 2 | 6 | 7 | 5.32 | 8.0 | Good | 767.91 | 31.128938 | No | 143.483732 | 1075.338510 | Low_spent_Medium_value_payments | 171.436758 | Good | 299 |
34 | Architect | 108484.380 | 4 | 7 | 6 | 1 | 29 | 15 | 10.07 | 7.0 | Standard | 1427.16 | 42.675664 | Yes | 71.534221 | 154.312533 | High_spent_Large_value_payments | 896.189746 | Poor | 375 |
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