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ID | Описание | Дата |
---|---|---|
1d08b215-c4e5-4da4-8d28-29c593c14dd8 | innovate leading-edge paradigms | 2005-01-25 |
3456b71d-5402-44fe-9d5e-def076408a40 | incentivize world-class users | 1987-06-14 |
16b08942-9541-4dd4-90ab-2fee2a1f3c09 | architect e-business e-business | 2010-04-08 |
73c2e9a7-9710-4ec3-82eb-c3389e31147b | enhance vertical models | 2005-03-16 |
4ac794ac-b38e-4d13-a374-6e7705972d9d | deploy seamless e-markets | 1971-10-15 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
45 | Entrepreneur | 31896.420 | 3 | 5 | 4 | 1 | 10 | 7 | 5.91 | 8.0 | Good | 1177.43 | 37.889033 | NM | 22.799778 | 117.473882 | Low_spent_Large_value_payments | 371.429840 | Good | 308 |
21 | Media_Manager | 15399.520 | 4 | 3 | 18 | 1 | 25 | 17 | 18.03 | 1.0 | Standard | 556.93 | 28.851957 | Yes | 11.418615 | 38.764250 | High_spent_Small_value_payments | 353.646468 | Standard | 334 |
34 | Engineer | 125047.240 | 2 | 5 | 9 | 0 | 11 | 4 | 7.83 | 0.0 | Good | 1223.02 | 30.235104 | No | 0.000000 | 98.006792 | High_spent_Large_value_payments | 1210.253541 | Standard | 323 |
22 | Lawyer | 37116.660 | 3 | 7 | 32 | 5 | 21 | 22 | 12.54 | 10.0 | Standard | 1353.06 | 29.031656 | Yes | 123.241051 | 160.315995 | High_spent_Small_value_payments | 271.948453 | Standard | 74 |
32 | Writer | 42326.990 | 0 | 2 | 4 | 4 | 9 | 10 | 5.97 | 4.0 | Good | 1233.00 | 38.203712 | NM | 116.618720 | 37.229756 | High_spent_Large_value_payments | 443.876441 | Standard | 221 |
22 | Mechanic | 134393.730 | 1 | 3 | 12 | 2 | 13 | 2 | 0.00 | 1.0 | Good | 945.29 | 42.008597 | No | 136.030630 | 121.558296 | High_spent_Medium_value_payments | 1086.858824 | Good | 306 |
15 | Scientist | 21382.810 | 7 | 5 | 14 | 2 | 23 | 9 | 14.18 | 4.0 | Standard | 1059.86 | 32.736460 | Yes | 30.710142 | 40.947681 | High_spent_Large_value_payments | 336.832260 | Standard | 84 |
22 | Accountant | 23312.220 | 6 | 7 | 20 | 2 | 7 | 13 | 0.95 | 7.0 | Standard | 1067.99 | 31.426147 | No | 25.174330 | 198.467332 | Low_spent_Small_value_payments | 247.826838 | Standard | 377 |
38 | Writer | 55139.820 | 3 | 4 | 5 | 4 | 28 | 12 | 8.40 | 8.0 | Standard | 95.73 | 39.764640 | Yes | 110.392040 | 31.249580 | High_spent_Large_value_payments | 568.756880 | Standard | 298 |
31 | Architect | 128494.520 | 4 | 4 | 9 | 2 | 0 | 0 | 10.33 | 3.0 | Good | 722.25 | 31.270238 | No | 176.904610 | 170.267821 | High_spent_Large_value_payments | 950.915236 | Standard | 337 |
54 | Journalist | 15913.015 | 6 | 7 | 17 | 0 | 21 | 17 | 16.14 | 1.0 | Standard | 1347.17 | 33.734010 | Yes | 0.000000 | 133.297123 | Low_spent_Large_value_payments | 291.611335 | Standard | 359 |
26 | Engineer | 39123.420 | 6 | 5 | 15 | 3 | 7 | 19 | 2.47 | 5.0 | Standard | 139.77 | 35.878857 | Yes | 64.498423 | 65.194375 | High_spent_Large_value_payments | 412.335702 | Standard | 184 |
39 | Scientist | 66509.880 | 1 | 4 | 4 | 1 | 9 | 1 | 0.90 | 0.0 | Good | 461.03 | 27.240792 | No | 30.370735 | 161.891383 | High_spent_Small_value_payments | 638.586882 | Standard | 229 |
26 | Engineer | 30789.350 | 5 | 4 | 7 | 4 | 5 | 6 | 5.72 | 4.0 | Good | 1106.11 | 33.256826 | No | 73.865700 | 310.575980 | Low_spent_Small_value_payments | 179.436237 | Good | 241 |
38 | Musician | 20547.590 | 6 | 4 | 13 | 1 | 20 | 22 | 19.46 | 4.0 | Standard | 942.99 | 29.265880 | Yes | 13.849266 | 148.230404 | Low_spent_Small_value_payments | 275.850247 | Standard | 206 |
32 | Engineer | 34433.040 | 7 | 3 | 7 | 0 | 22 | 16 | 15.93 | 1.0 | Standard | 1408.75 | 23.493108 | NM | 0.000000 | 121.583219 | High_spent_Small_value_payments | 422.058781 | Standard | 388 |
44 | Media_Manager | 119016.880 | 8 | 3 | 8 | 0 | 27 | 8 | 4.77 | 1.0 | Standard | 839.78 | 30.707734 | No | 0.000000 | 973.004571 | Low_spent_Medium_value_payments | 298.802762 | Standard | 384 |
44 | Journalist | 26908.250 | 6 | 5 | 19 | 3 | 19 | 17 | 9.86 | 3.0 | Standard | 546.83 | 41.449501 | No | 52.070573 | 0.000000 | Low_spent_Small_value_payments | 380.091134 | Standard | 231 |
23 | Journalist | 17810.500 | 5 | 7 | 8 | 1 | 8 | 17 | 8.23 | 4.0 | Good | 1163.48 | 35.296360 | NM | 14.205849 | 28.726762 | High_spent_Small_value_payments | 337.088223 | Standard | 392 |
23 | Manager | 37679.190 | 1 | 2 | 12 | 1 | 5 | 7 | 4.51 | 1.0 | Good | 771.00 | 34.682821 | No | 18.552219 | 139.356366 | High_spent_Medium_value_payments | 426.984665 | Good | 263 |
20 | Lawyer | 86093.400 | 5 | 3 | 8 | 2 | 15 | 2 | 15.79 | 1.0 | Good | 1386.36 | 34.011044 | No | 120.239341 | 474.982446 | High_spent_Small_value_payments | 353.323213 | Standard | 197 |
24 | Journalist | 33376.810 | 2 | 5 | 1 | 3 | 11 | 0 | 9.16 | 3.0 | Good | 252.34 | 33.550941 | No | 82.416442 | 174.402328 | High_spent_Small_value_payments | 292.221313 | Standard | 367 |
50 | Engineer | 22330.070 | 1 | 6 | 12 | 1 | 8 | 4 | 11.93 | 4.0 | Good | 470.36 | 33.198159 | No | 11.709562 | 98.150905 | Low_spent_Large_value_payments | 335.723450 | Standard | 233 |
44 | Entrepreneur | 144624.920 | 0 | 2 | 9 | 0 | 6 | 1 | 11.77 | 4.0 | Good | 969.94 | 32.235541 | No | 0.000000 | 812.695564 | Low_spent_Medium_value_payments | 665.912103 | Standard | 354 |
53 | Engineer | 23338.830 | 7 | 5 | 11 | 0 | 18 | 17 | 1.01 | 3.0 | Standard | 404.12 | 36.151744 | No | 0.000000 | 213.777518 | Low_spent_Small_value_payments | 286.812732 | Standard | 196 |
35 | Mechanic | 102885.750 | 1 | 6 | 1 | 2 | 4 | 10 | 1.96 | 2.0 | Good | 624.01 | 36.413571 | No | 155.242198 | 302.345159 | High_spent_Medium_value_payments | 646.793893 | Good | 301 |
28 | Engineer | 13675.830 | 4 | 5 | 16 | 0 | 26 | 19 | 14.07 | 4.0 | Standard | 568.81 | 36.694745 | Yes | 0.000000 | 66.374074 | Low_spent_Small_value_payments | 351.891176 | Standard | 262 |
52 | Scientist | 163083.080 | 3 | 2 | 8 | 1 | 11 | 4 | 9.38 | 0.0 | Good | 799.18 | 37.368118 | No | 93.248910 | 503.190388 | High_spent_Medium_value_payments | 1014.286368 | Good | 370 |
24 | Teacher | 84120.450 | 2 | 7 | 8 | 3 | 4 | 1 | 4.91 | 5.0 | Good | 1317.56 | 35.374537 | No | 136.277756 | 249.223268 | High_spent_Medium_value_payments | 567.602725 | Good | 232 |
27 | Engineer | 17169.465 | 7 | 6 | 6 | 1 | 33 | 11 | 15.28 | 1.0 | Standard | 1327.33 | 29.218965 | Yes | 13.514625 | 41.801408 | High_spent_Medium_value_payments | 312.362842 | Good | 361 |
25 | Entrepreneur | 33741.620 | 6 | 6 | 12 | 5 | 27 | 19 | 17.09 | 4.0 | Standard | 1428.31 | 31.089101 | Yes | 80.269346 | 60.472535 | High_spent_Medium_value_payments | 401.638286 | Standard | 162 |
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