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ID | Описание | Дата |
---|---|---|
1bc1e821-a92c-4163-b83c-aaa7e098dbaa | revolutionize next-generation metrics | 1981-03-03 |
d109887d-756c-46c6-9591-9fef20bae9cd | exploit scalable niches | 1978-09-12 |
e0a33379-d6b3-40c7-9be8-317e84b91ec6 | syndicate efficient networks | 1995-03-18 |
0720ea66-93f1-4b6b-9e77-022e4b6c6fb2 | expedite open-source eyeballs | 1995-01-18 |
18df3a21-874b-49bf-baf8-b669ab21edd2 | cultivate robust e-services | 2006-08-12 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21 | Developer | 22500.520 | 5 | 3 | 19 | 5 | 14 | 16 | 20.61 | 8.0 | Standard | 864.70 | 39.422298 | NM | 65.021026 | 57.082095 | High_spent_Medium_value_payments | 304.901212 | Good | 152 |
44 | Journalist | 121719.000 | 4 | 3 | 7 | 2 | 3 | 6 | 11.40 | 2.0 | Good | 1481.99 | 33.183776 | No | 105.876947 | 0.000000 | High_spent_Large_value_payments | 965.739197 | Standard | 311 |
39 | Architect | 13050.620 | 7 | 7 | 20 | 2 | 17 | 19 | 19.98 | 3.0 | Standard | 1005.81 | 22.533348 | Yes | 11.092094 | 74.544500 | Low_spent_Small_value_payments | 313.418573 | Standard | 235 |
34 | Lawyer | 30132.240 | 7 | 3 | 10 | 0 | 29 | 18 | 9.64 | 6.0 | Standard | 162.58 | 30.625196 | NM | 0.000000 | 294.963845 | Low_spent_Small_value_payments | 273.238155 | Standard | 88 |
41 | Journalist | 8446.315 | 9 | 6 | 18 | 6 | 19 | 11 | 11.05 | 10.0 | Standard | 1291.00 | 24.571074 | Yes | 28.201959 | 62.163085 | Low_spent_Small_value_payments | 262.420914 | Poor | 115 |
21 | Entrepreneur | 31156.180 | 7 | 4 | 15 | 5 | 10 | 11 | 20.65 | 7.0 | Standard | 159.08 | 33.592050 | Yes | 113.901186 | 107.499828 | Low_spent_Medium_value_payments | 305.433819 | Standard | 220 |
28 | Lawyer | 17570.580 | 8 | 7 | 5 | 3 | 18 | 8 | 8.77 | 7.0 | Standard | 884.54 | 28.121208 | Yes | 42.475177 | 57.276426 | Low_spent_Large_value_payments | 289.669897 | Standard | 180 |
45 | Developer | 48610.060 | 5 | 4 | 10 | 3 | 15 | 19 | 7.27 | 6.0 | Standard | 1175.65 | 28.356081 | Yes | 74.059794 | 74.634459 | High_spent_Large_value_payments | 515.189580 | Standard | 140 |
16 | Architect | 47631.960 | 5 | 4 | 17 | 5 | 6 | 14 | 18.91 | 8.0 | Standard | 1341.22 | 32.257865 | Yes | 159.173941 | 86.445302 | High_spent_Medium_value_payments | 409.013757 | Standard | 113 |
52 | Entrepreneur | 16257.915 | 3 | 7 | 2 | 0 | 24 | 16 | 4.03 | 3.0 | Standard | 1452.65 | 32.903616 | NM | 0.000000 | 111.517480 | Low_spent_Small_value_payments | 322.065145 | Standard | 262 |
44 | Accountant | 24693.090 | 4 | 5 | 5 | 3 | 11 | 14 | 8.34 | 0.0 | Standard | 251.40 | 34.178506 | Yes | 46.784639 | 18.454177 | High_spent_Large_value_payments | 400.436934 | Standard | 375 |
31 | Media_Manager | 9955.255 | 3 | 7 | 19 | 4 | 8 | 20 | 7.34 | 10.0 | Standard | 447.15 | 29.257954 | Yes | 18.436787 | 77.867346 | Low_spent_Medium_value_payments | 267.156326 | Good | 322 |
33 | Entrepreneur | 30411.890 | 1 | 7 | 3 | 1 | 13 | 1 | 7.97 | 2.0 | Good | 509.80 | 30.562910 | No | 23.454708 | 156.749374 | High_spent_Small_value_payments | 346.928335 | Good | 240 |
21 | Accountant | 111642.180 | 5 | 5 | 6 | 2 | 6 | 0 | 2.29 | 0.0 | Good | 1236.68 | 36.951331 | No | 93.648652 | 119.024759 | High_spent_Medium_value_payments | 968.978090 | Good | 186 |
39 | Mechanic | 20877.690 | 8 | 3 | 16 | 4 | 26 | 16 | 6.89 | 5.0 | Standard | 560.41 | 30.249148 | NM | 58.422246 | 110.397214 | Low_spent_Medium_value_payments | 296.761290 | Good | 285 |
26 | Scientist | 85721.820 | 4 | 3 | 8 | 0 | 14 | 1 | 8.82 | 4.0 | Good | 1149.07 | 26.501651 | No | 0.000000 | 188.044793 | High_spent_Medium_value_payments | 780.203707 | Poor | 370 |
45 | Engineer | 28766.280 | 4 | 3 | 3 | 2 | 7 | 3 | 4.51 | 3.0 | Good | 263.42 | 29.622373 | No | 45.687268 | 100.682346 | Low_spent_Large_value_payments | 381.849386 | Good | 239 |
34 | Doctor | 14332.030 | 5 | 3 | 16 | 3 | 10 | 13 | 7.63 | 5.0 | Standard | 244.52 | 38.460333 | No | 21.974737 | 46.246805 | Low_spent_Medium_value_payments | 323.512042 | Standard | 365 |
47 | Journalist | 22159.950 | 8 | 6 | 15 | 0 | 17 | 17 | 11.29 | 7.0 | Standard | 271.30 | 34.856798 | Yes | 0.000000 | 72.890573 | Low_spent_Large_value_payments | 371.075677 | Good | 259 |
46 | Journalist | 61035.390 | 4 | 6 | 6 | 2 | 18 | 14 | 2.98 | 4.0 | Standard | 1338.69 | 40.077176 | Yes | 52.823754 | 161.046276 | High_spent_Medium_value_payments | 518.258220 | Standard | 385 |
50 | Architect | 123388.830 | 1 | 4 | 3 | 2 | 10 | 10 | 5.24 | 0.0 | Good | 869.62 | 41.013625 | NM | 114.305651 | 169.994090 | High_spent_Large_value_payments | 996.240509 | Standard | 396 |
26 | Media_Manager | 21468.160 | 8 | 4 | 13 | 2 | 7 | 11 | 3.50 | 3.0 | Standard | 1119.42 | 38.286272 | No | 19.663461 | 169.834388 | Low_spent_Medium_value_payments | 297.103484 | Standard | 341 |
25 | Scientist | 38073.200 | 2 | 4 | 5 | 1 | 14 | 3 | 1.05 | 2.0 | Good | 196.95 | 33.541503 | No | 28.551433 | 267.765272 | Low_spent_Large_value_payments | 310.459962 | Standard | 235 |
54 | Media_Manager | 116428.120 | 5 | 4 | 8 | 1 | 3 | 2 | 1.69 | 1.0 | Good | 463.59 | 29.343057 | No | 61.132048 | 0.000000 | Low_spent_Medium_value_payments | 341.242326 | Standard | 276 |
15 | Mechanic | 89394.780 | 8 | 3 | 6 | 2 | 13 | 16 | 11.18 | 7.0 | Standard | 1255.14 | 31.901004 | Yes | 134.729084 | 310.383505 | High_spent_Medium_value_payments | 575.943911 | Standard | 322 |
44 | Teacher | 39594.660 | 4 | 5 | 8 | 4 | 10 | 4 | 9.25 | 5.0 | Good | 1081.66 | 27.194152 | No | 87.058752 | 133.245085 | High_spent_Medium_value_payments | 383.151664 | Good | 200 |
28 | Journalist | 14293.345 | 8 | 5 | 10 | 5 | 16 | 0 | 18.34 | 4.0 | Standard | 310.51 | 29.697096 | Yes | 59.424663 | 12.290736 | High_spent_Medium_value_payments | 267.995810 | Standard | 82 |
29 | Manager | 86992.680 | 6 | 6 | 15 | 3 | 12 | 20 | 15.83 | 4.0 | Standard | 982.81 | 42.051174 | Yes | 143.671607 | 47.889424 | High_spent_Large_value_payments | 769.977968 | Standard | 295 |
27 | Writer | 35413.430 | 6 | 4 | 6 | 3 | 5 | 12 | 4.48 | 4.0 | Standard | 381.28 | 23.368986 | Yes | 67.252877 | 245.550979 | Low_spent_Large_value_payments | 243.208061 | Standard | 389 |
20 | Accountant | 131557.440 | 4 | 6 | 6 | 1 | 24 | 20 | 17.70 | 5.0 | Standard | 1031.15 | 39.125067 | Yes | 100.565104 | 190.222832 | High_spent_Medium_value_payments | 1073.624064 | Standard | 378 |
34 | Lawyer | 58424.970 | 6 | 3 | 17 | 3 | 9 | 20 | 10.52 | 1.0 | Standard | 52.98 | 29.069712 | NM | 121.752895 | 148.077944 | Low_spent_Large_value_payments | 489.543911 | Poor | 0 |
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