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ID | Описание | Дата |
---|---|---|
9a53c2eb-e9c8-4528-bd9e-f3a2d7109bf1 | utilize granular models | 1993-11-07 |
64846da2-89f2-444e-815a-5d1361e1d1b9 | engage viral interfaces | 1995-02-20 |
e0661a2d-4381-4829-909f-7f543f3df6ed | optimize end-to-end networks | 2009-06-08 |
03bdb601-0025-4764-b4ab-b51fb126d92f | leverage distributed e-business | 1970-12-01 |
d7958d61-4dcb-4e59-b5a9-17170b43529e | revolutionize compelling web-readiness | 2013-05-30 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46 | Entrepreneur | 24585.550 | 3 | 4 | 14 | 2 | 9 | 13 | 11.35 | 0.0 | Standard | 195.38 | 37.754612 | Yes | 30.447777 | 50.468396 | High_spent_Large_value_payments | 390.763410 | Standard | 324 |
30 | Mechanic | 72116.250 | 4 | 7 | 9 | 2 | 22 | 13 | 11.06 | 8.0 | Standard | 243.75 | 28.081476 | NM | 76.875607 | 705.265576 | Low_spent_Small_value_payments | 96.527567 | Standard | 222 |
41 | Entrepreneur | 87481.620 | 0 | 4 | 3 | 1 | 15 | 9 | 1.45 | 3.0 | Good | 214.43 | 25.879458 | No | 55.653369 | 225.355201 | Low_spent_Large_value_payments | 691.204930 | Standard | 283 |
19 | Doctor | 15833.870 | 5 | 4 | 10 | 2 | 30 | 22 | 13.71 | 6.0 | Standard | 211.35 | 31.577138 | NM | 23.144450 | 0.000000 | Low_spent_Large_value_payments | 312.639023 | Standard | 0 |
16 | Entrepreneur | 15984.150 | 5 | 7 | 34 | 7 | 22 | 16 | 15.77 | 11.0 | Standard | 1412.45 | 28.308642 | Yes | 69.527266 | 0.000000 | Low_spent_Small_value_payments | 237.525798 | Poor | 0 |
51 | Teacher | 28112.520 | 0 | 5 | 2 | 1 | 14 | 4 | 4.53 | 4.0 | Good | 576.20 | 35.639074 | No | 18.022187 | 182.443215 | Low_spent_Small_value_payments | 316.605598 | Standard | 380 |
45 | Journalist | 78569.900 | 3 | 5 | 2 | 0 | 10 | 10 | 8.76 | 6.0 | Good | 1316.34 | 35.895800 | No | 0.000000 | 156.465398 | High_spent_Large_value_payments | 750.283769 | Standard | 0 |
54 | Lawyer | 20660.160 | 1 | 1 | 1 | 2 | 1 | 9 | 6.59 | 3.0 | Good | 542.16 | 33.891237 | No | 33.878701 | 208.276283 | Low_spent_Small_value_payments | 247.413016 | Good | 217 |
34 | Scientist | 36607.630 | 0 | 6 | 5 | 2 | 7 | 5 | 0.98 | 7.0 | Good | 836.46 | 34.142294 | No | 45.411232 | 321.814895 | Low_spent_Small_value_payments | 221.437456 | Poor | 0 |
36 | Scientist | 66560.220 | 5 | 7 | 20 | 2 | 30 | 15 | 8.93 | 0.0 | Standard | 837.34 | 40.182815 | Yes | 80.292000 | 49.970662 | High_spent_Large_value_payments | 646.705839 | Standard | 364 |
21 | Media_Manager | 45953.940 | 3 | 7 | 14 | 3 | 17 | 18 | 7.64 | 3.0 | Standard | 1237.97 | 31.437647 | No | 92.415054 | 222.553119 | High_spent_Small_value_payments | 333.781327 | Standard | 213 |
28 | Developer | 43115.380 | 4 | 4 | 6 | 4 | 9 | 10 | 14.86 | 0.0 | Good | 746.05 | 28.465462 | No | 118.440209 | 169.351866 | Low_spent_Medium_value_payments | 372.902759 | Good | 194 |
34 | Lawyer | 27905.800 | 3 | 5 | 13 | 4 | 14 | 13 | 5.77 | 2.0 | Standard | 775.81 | 34.972715 | Yes | 74.734598 | 29.857637 | High_spent_Large_value_payments | 384.556099 | Standard | 202 |
32 | Musician | 71285.000 | 0 | 5 | 4 | 3 | 10 | 7 | 0.28 | 2.0 | Good | 1308.67 | 34.225389 | No | 159.207123 | 129.115859 | High_spent_Large_value_payments | 572.418685 | Standard | 286 |
45 | Manager | 15191.030 | 6 | 6 | 20 | 5 | 31 | 10 | 2.34 | 11.0 | Standard | 1424.06 | 34.413350 | NM | 48.626658 | 100.089273 | Low_spent_Small_value_payments | 293.675986 | Standard | 200 |
18 | Architect | 41188.920 | 2 | 6 | 3 | 4 | 13 | 3 | 4.33 | 1.0 | Good | 521.11 | 26.768535 | NM | 133.147574 | 416.014504 | Low_spent_Small_value_payments | 92.378922 | Good | 237 |
28 | Entrepreneur | 17642.100 | 2 | 7 | 7 | 3 | 16 | 3 | 4.00 | 1.0 | Good | 548.31 | 32.353917 | No | 39.520431 | 37.117261 | Low_spent_Large_value_payments | 331.979808 | Standard | 264 |
39 | Manager | 21469.245 | 0 | 4 | 10 | 2 | 9 | 4 | 0.63 | 8.0 | Good | 909.93 | 35.007024 | No | 33.394823 | 131.588668 | Low_spent_Small_value_payments | 305.926884 | Poor | 347 |
41 | Writer | 14990.045 | 4 | 4 | 20 | 3 | 12 | 0 | 9.16 | 2.0 | Standard | 1344.00 | 35.639098 | No | 22.751366 | 126.618795 | Low_spent_Small_value_payments | 253.746881 | Standard | 281 |
29 | Scientist | 17642.275 | 0 | 7 | 9 | 4 | 19 | 9 | 0.64 | 1.0 | Good | 626.73 | 33.436247 | No | 55.418583 | 79.376849 | Low_spent_Large_value_payments | 311.323526 | Poor | 326 |
54 | Scientist | 31199.430 | 3 | 5 | 8 | 4 | 11 | 10 | 2.93 | 5.0 | Good | 1399.03 | 41.159110 | No | 55.571607 | 257.284814 | Low_spent_Medium_value_payments | 247.238830 | Standard | 325 |
24 | Manager | 65536.740 | 5 | 2 | 6 | 4 | 3 | 6 | 7.75 | 1.0 | Good | 69.84 | 34.497741 | No | 163.535779 | 0.000000 | Low_spent_Small_value_payments | 358.486321 | Good | 196 |
30 | Accountant | 33445.010 | 6 | 4 | 9 | 0 | 8 | 11 | 4.82 | 1.0 | Good | 1150.39 | 39.684088 | No | 0.000000 | 91.274909 | High_spent_Medium_value_payments | 425.033508 | Good | 387 |
21 | Scientist | 131844.320 | 6 | 3 | 10 | 1 | 5 | 16 | 9.31 | 9.0 | Standard | 398.20 | 38.664362 | Yes | 106.779609 | 250.680737 | High_spent_Large_value_payments | 969.942321 | Standard | 92 |
35 | Teacher | 73542.280 | 0 | 3 | 5 | 0 | 13 | 2 | 17.15 | 3.0 | Good | 834.87 | 37.928426 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 754.974700 | Poor | 215 |
49 | Manager | 41370.820 | 4 | 7 | 7 | 2 | 6 | 8 | 0.62 | 3.0 | Good | 955.05 | 37.758702 | No | 37.507185 | 59.344150 | High_spent_Large_value_payments | 508.805498 | Good | 269 |
43 | Entrepreneur | 26980.830 | 7 | 3 | 6 | 2 | 10 | 13 | 3.41 | 5.0 | Standard | 156.14 | 40.045011 | No | 38.552627 | 81.825421 | High_spent_Small_value_payments | 375.962201 | Standard | 201 |
26 | Accountant | 147327.800 | 5 | 5 | 7 | 1 | 8 | 19 | 11.47 | 8.0 | Standard | 738.15 | 43.191924 | Yes | 73.574664 | 339.787616 | Low_spent_Large_value_payments | 1091.769387 | Poor | 222 |
40 | Accountant | 34271.960 | 3 | 7 | 19 | 3 | 7 | 19 | 1.87 | 5.0 | Standard | 839.04 | 36.794460 | No | 81.975439 | 69.332990 | High_spent_Medium_value_payments | 404.591238 | Standard | 0 |
37 | Media_Manager | 36722.530 | 3 | 6 | 4 | 0 | 12 | 9 | 3.80 | 0.0 | Good | 328.05 | 38.109487 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 505.864662 | Standard | 351 |
20 | Writer | 16994.670 | 4 | 3 | 5 | 1 | 17 | 14 | 8.75 | 7.0 | Standard | 1209.22 | 39.629670 | Yes | 13.837431 | 0.000000 | Low_spent_Small_value_payments | 312.146009 | Standard | 283 |
37 | Teacher | 20789.075 | 5 | 4 | 1 | 3 | 12 | 3 | 12.23 | 0.0 | Good | 544.01 | 38.013721 | No | 48.089557 | 198.146884 | Low_spent_Small_value_payments | 224.505850 | Good | 390 |
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