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ID | Описание | Дата |
---|---|---|
c05aba62-d86d-4c5c-b5d5-0114b81ea5c9 | exploit real-time networks | 1972-07-02 |
bd4db2c4-a618-4450-a2c4-c835be2a803a | monetize innovative infrastructures | 1970-11-17 |
b9315c39-7995-4420-959e-1d9be2fd63ef | visualize frictionless mindshare | 1989-10-30 |
869eb588-d0bf-48c5-af7c-2e79a1066f0e | grow next-generation niches | 1979-04-17 |
08c68fd7-79b7-41f7-b20a-d9d8610a5dc8 | transition value-added paradigms | 1986-02-20 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39 | Developer | 122978.430 | 0 | 1 | 9 | 3 | 11 | 4 | 7.33 | 3.0 | Good | 1197.33 | 33.628654 | No | 168.006686 | 945.315729 | Low_spent_Medium_value_payments | 218.097834 | Good | 339 |
40 | Writer | 29661.640 | 6 | 6 | 11 | 7 | 20 | 16 | 12.50 | 6.0 | Standard | 347.44 | 24.146061 | Yes | 114.149890 | 197.795805 | Low_spent_Large_value_payments | 195.834638 | Standard | 87 |
35 | Writer | 56643.040 | 6 | 5 | 8 | 2 | 7 | 0 | 11.27 | 8.0 | Standard | 1254.91 | 38.980957 | No | 76.551153 | 129.998794 | High_spent_Medium_value_payments | 491.375386 | Good | 296 |
39 | Journalist | 35417.250 | 3 | 5 | 7 | 0 | 12 | 14 | 13.96 | 5.0 | Standard | 701.43 | 35.983174 | Yes | 0.000000 | 118.370403 | Low_spent_Medium_value_payments | 462.973347 | Standard | 218 |
53 | Lawyer | 17931.375 | 6 | 6 | 16 | 3 | 21 | 8 | 8.30 | 1.0 | Standard | 51.82 | 32.304172 | No | 43.584583 | 101.454362 | High_spent_Small_value_payments | 278.289180 | Standard | 198 |
34 | Mechanic | 24095.190 | 7 | 6 | 16 | 3 | 17 | 15 | 6.18 | 4.0 | Standard | 1263.77 | 30.368233 | Yes | 53.933955 | 266.136647 | Low_spent_Small_value_payments | 169.022648 | Standard | 219 |
30 | Scientist | 19431.830 | 3 | 6 | 8 | 4 | 17 | 9 | 11.63 | 3.0 | Standard | 865.23 | 39.685454 | Yes | 49.382364 | 143.058819 | Low_spent_Small_value_payments | 277.290734 | Standard | 358 |
48 | Musician | 33388.100 | 6 | 4 | 8 | 0 | 24 | 13 | 9.51 | 2.0 | Standard | 589.89 | 39.688265 | Yes | 0.000000 | 141.864054 | Low_spent_Small_value_payments | 408.070113 | Standard | 240 |
23 | Manager | 17096.480 | 3 | 4 | 5 | 0 | 15 | 10 | 0.97 | 7.0 | Good | 728.06 | 29.837454 | No | 0.000000 | 32.709563 | High_spent_Small_value_payments | 374.061104 | Good | 261 |
43 | Media_Manager | 43360.740 | 2 | 6 | 12 | 2 | 4 | 8 | 1.56 | 4.0 | Good | 287.65 | 24.574059 | NM | 57.658951 | 119.894562 | Low_spent_Large_value_payments | 457.185987 | Good | 364 |
24 | Teacher | 56420.520 | 7 | 5 | 21 | 5 | 31 | 17 | 15.37 | 9.0 | Bad | 1412.35 | 25.469091 | NM | 165.999578 | 138.041491 | High_spent_Small_value_payments | 447.929931 | Poor | 0 |
38 | Engineer | 48254.040 | 3 | 6 | 16 | 3 | 26 | 10 | 16.92 | 8.0 | Standard | 210.78 | 26.167151 | Yes | 72.333362 | 424.057266 | Low_spent_Medium_value_payments | 205.126372 | Standard | 298 |
31 | Entrepreneur | 33669.700 | 5 | 7 | 14 | 6 | 7 | 18 | 15.59 | 4.0 | Standard | 795.19 | 31.669467 | Yes | 159.990097 | 70.818535 | High_spent_Large_value_payments | 316.972201 | Standard | 170 |
46 | Media_Manager | 36779.900 | 5 | 4 | 10 | 0 | 24 | 4 | 3.34 | 6.0 | Good | 1015.81 | 30.714644 | No | 0.000000 | 137.597114 | Low_spent_Small_value_payments | 437.902053 | Standard | 318 |
15 | Teacher | 98534.220 | 6 | 6 | 8 | 0 | 9 | 0 | 13.10 | 4.0 | Standard | 1110.26 | 26.980155 | Yes | 0.000000 | 643.928856 | Low_spent_Medium_value_payments | 441.089644 | Standard | 318 |
36 | Developer | 27113.760 | 7 | 3 | 8 | 7 | 29 | 19 | 8.12 | 12.0 | Standard | 834.43 | 27.817104 | NM | 97.893291 | 42.095037 | High_spent_Medium_value_payments | 306.259672 | Standard | 188 |
36 | Accountant | 7309.155 | 6 | 8 | 19 | 4 | 38 | 11 | 9.56 | 8.0 | Standard | 1318.12 | 30.650466 | Yes | 20.290771 | 36.861895 | Low_spent_Small_value_payments | 289.556958 | Poor | 97 |
52 | Writer | 105295.080 | 2 | 3 | 7 | 4 | 6 | 2 | 10.02 | 6.0 | Good | 321.36 | 35.256325 | No | 178.367440 | 348.437943 | High_spent_Small_value_payments | 618.653617 | Poor | 334 |
33 | Teacher | 74647.470 | 8 | 4 | 20 | 4 | 13 | 15 | 7.61 | 8.0 | Standard | 429.07 | 28.704940 | No | 172.745012 | 115.846210 | High_spent_Large_value_payments | 568.771028 | Standard | 290 |
35 | Developer | 28647.750 | 5 | 6 | 5 | 5 | 5 | 0 | 17.36 | 7.0 | Standard | 82.60 | 38.639187 | Yes | 113.192315 | 127.493737 | Low_spent_Large_value_payments | 245.445198 | Good | 76 |
22 | Accountant | 28690.970 | 4 | 4 | 13 | 0 | 14 | 12 | 12.28 | 5.0 | Standard | 839.77 | 32.478986 | Yes | 0.000000 | 143.807721 | Low_spent_Medium_value_payments | 401.983695 | Standard | 213 |
24 | Scientist | 63528.700 | 4 | 6 | 9 | 3 | 21 | 13 | 7.09 | 3.0 | Good | 617.89 | 36.881032 | No | 128.277834 | 113.385606 | High_spent_Medium_value_payments | 521.542394 | Poor | 325 |
21 | Mechanic | 49949.840 | 5 | 6 | 18 | 3 | 26 | 13 | 1.24 | 1.0 | Standard | 1465.06 | 37.436174 | Yes | 122.537629 | 136.198495 | High_spent_Medium_value_payments | 391.512543 | Standard | 191 |
23 | Teacher | 7123.915 | 4 | 6 | 19 | 4 | 5 | 11 | 17.24 | 9.0 | Standard | 1380.44 | 37.115247 | Yes | 19.530369 | 95.483928 | Low_spent_Small_value_payments | 250.651661 | Poor | 241 |
28 | Media_Manager | 22418.630 | 5 | 4 | 6 | 2 | 4 | 12 | 1.65 | 3.0 | Good | 452.91 | 35.971017 | No | 25.053047 | 276.964255 | Low_spent_Small_value_payments | 201.604615 | Good | 263 |
54 | Doctor | 43008.330 | 5 | 4 | 4 | 3 | 22 | 6 | 6.90 | 2.0 | Good | 93.93 | 33.277249 | NM | 72.121501 | 242.108244 | Low_spent_Small_value_payments | 308.973005 | Poor | 280 |
47 | Mechanic | 106520.640 | 2 | 5 | 12 | 4 | 7 | 3 | 0.00 | 2.0 | Good | 353.01 | 34.430190 | No | 192.887487 | 0.000000 | Low_spent_Large_value_payments | 292.277326 | Standard | 195 |
20 | Engineer | 37045.600 | 5 | 7 | 9 | 1 | 9 | 5 | 1.18 | 3.0 | Good | 1411.95 | 24.377122 | No | 23.989575 | 242.158287 | Low_spent_Small_value_payments | 305.865472 | Standard | 255 |
45 | Doctor | 36122.510 | 3 | 7 | 20 | 1 | 27 | 14 | 2.59 | 4.0 | Standard | 893.30 | 27.881011 | No | 17.202635 | 34.553248 | High_spent_Medium_value_payments | 509.065034 | Standard | 366 |
55 | Developer | 107313.840 | 8 | 7 | 17 | 0 | 10 | 666 | 11.77 | 1.0 | Standard | 794.53 | 32.552108 | No | 0.000000 | 787.831763 | Low_spent_Medium_value_payments | 416.450237 | Standard | 302 |
53 | Mechanic | 14709.295 | 1 | 6 | 11 | 2 | 11 | 4 | 4.29 | 2.0 | Good | 557.78 | 25.088782 | No | 17.599675 | 0.000000 | Low_spent_Small_value_payments | 326.026194 | Standard | 243 |
34 | Doctor | 15666.495 | 4 | 7 | 8 | 7 | 28 | 0 | 13.45 | 4.0 | Standard | 284.89 | 26.892760 | NM | 75.522639 | 81.009958 | Low_spent_Small_value_payments | 267.721528 | Standard | 0 |
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