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ID | Описание | Дата |
---|---|---|
d9f64259-514c-42a3-be8a-1114b8ea86cf | synergize e-business portals | 2002-11-01 |
62497883-7988-47d8-834e-709fb3147617 | enhance web-enabled interfaces | 1981-01-19 |
55bb1a3e-a2d4-4539-b72c-d2b167114a2d | enable end-to-end partnerships | 2008-04-07 |
e42c838f-225c-4fa2-baa6-216846dfb407 | streamline clicks-and-mortar relationships | 2012-03-19 |
f33c90d7-78d1-4fb0-9b2b-ac3e72552e4d | synergize vertical architectures | 1970-05-24 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18 | Scientist | 19257912.000 | 0 | 3 | 7 | 2 | 14 | 7 | 6.08 | 1.0 | Good | 1045.11 | 39.203825 | No | 136.988557 | 0.000000 | Low_spent_Small_value_payments | 14.118727 | Good | 279 |
44 | Entrepreneur | 16808.350 | 8 | 6 | 11 | 7 | 8 | 16 | 17.51 | 5.0 | Standard | 1330.72 | 40.489129 | Yes | 64.877191 | 50.195408 | Low_spent_Small_value_payments | 293.796984 | Poor | 239 |
35 | Musician | 17654.720 | 7 | 8 | 30 | 3 | 59 | 17 | 1.61 | 9.0 | Bad | 1452.82 | 25.897286 | Yes | 30.458717 | 28.028356 | High_spent_Small_value_payments | 318.835594 | Poor | 223 |
45 | Scientist | 20261.850 | 7 | 7 | 16 | 7 | 54 | 19 | 9.09 | 10.0 | Bad | 1300.71 | 34.742397 | Yes | 96.409635 | 110.550891 | Low_spent_Large_value_payments | 222.888224 | Poor | 174 |
25 | Journalist | 14441.510 | 9 | 8 | 26 | 2 | 15 | 14 | 9.85 | 8.0 | Bad | 1336.31 | 23.843185 | Yes | 21.031951 | 65.662837 | Low_spent_Large_value_payments | 328.651129 | Poor | 155 |
32 | Journalist | 14066.870 | 2 | 4 | 1 | 2 | 11 | 1 | 0.00 | 3.0 | Good | 805.77 | 31.028781 | No | 16.223610 | 72.251650 | Low_spent_Medium_value_payments | 318.748656 | Good | 384 |
42 | Teacher | 40225.320 | 0 | 5 | 11 | 1 | 9 | 0 | 9.02 | 4.0 | Good | 674.01 | 26.837899 | No | 18.377422 | 48.512792 | High_spent_Large_value_payments | 534.020786 | Good | 182 |
23 | Writer | 77832.740 | 5 | 4 | 5 | 3 | 19 | 9 | 6.01 | 3.0 | Good | 454.41 | 38.354278 | NM | 152.734061 | 409.775295 | High_spent_Small_value_payments | 320.896811 | Poor | 297 |
28 | Mechanic | 24600.330 | 4 | 4 | 13 | 4 | 13 | 17 | 8.26 | 8.0 | Standard | 1437.79 | 26.761355 | NM | 45.431673 | 103.069979 | Low_spent_Small_value_payments | 345.001098 | Standard | 95 |
34 | Musician | 15328.665 | 5 | 7 | 1 | 0 | 1 | 12 | 6.10 | 3.0 | Good | 1414.44 | 28.232060 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 354.492981 | Good | 278 |
30 | Scientist | 31577.160 | 10 | 6 | 15 | 2 | 24 | 17 | 14.07 | 9.0 | Bad | 1470.79 | 27.923358 | Yes | 40.249020 | 231.252310 | Low_spent_Small_value_payments | 310.941670 | Poor | 228 |
39 | Journalist | 21139.230 | 5 | 5 | 7 | 4 | 27 | 10 | 2.75 | 4.0 | Standard | 298.50 | 27.623012 | No | 66.902593 | 153.289332 | Low_spent_Small_value_payments | 234.468324 | Poor | 378 |
40 | Architect | 24004.500 | 4 | 3 | 14 | 5 | 13 | 17 | 12.30 | 10.0 | Standard | 1215.00 | 26.747813 | Yes | 56.365016 | 69.721167 | High_spent_Medium_value_payments | 317.451317 | Standard | 215 |
47 | Entrepreneur | 33647.340 | 8 | 5 | 9 | 4 | 15 | 6 | 11.07 | 4.0 | Standard | 1152.93 | 30.382297 | No | 102.557556 | 88.802833 | Low_spent_Large_value_payments | 359.134111 | Standard | 291 |
18 | Engineer | 39503.020 | 3 | 4 | 7 | 4 | 11 | 20 | 10.30 | 8.0 | Standard | 1092.71 | 22.190710 | Yes | 114.271047 | 457.248016 | Low_spent_Small_value_payments | 71.072771 | Standard | 332 |
55 | Journalist | 22434.160 | 3 | 3 | 17 | 1 | 13 | 20 | 15.62 | 1.0 | Standard | 13.72 | 26.470215 | Yes | 17.040315 | 93.455753 | High_spent_Small_value_payments | 355.555265 | Good | 0 |
35 | Manager | 9695.470 | 5 | 3 | 20 | 2 | 15 | 13 | 11.86 | 4.0 | Standard | 463.03 | 33.472750 | No | 8.394122 | 94.140958 | Low_spent_Small_value_payments | 294.160503 | Standard | 344 |
41 | Manager | 88709.790 | 4 | 5 | 11 | 0 | 15 | 12 | 11.09 | 2.0 | Good | 1452.43 | 43.298640 | No | 0.000000 | 64.006855 | High_spent_Large_value_payments | 939.641395 | Good | 0 |
21 | Developer | 17169.365 | 4 | 3 | 20 | 0 | 23 | 12 | 6.65 | 2.0 | Standard | 938.18 | 26.368226 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 306.806760 | Standard | 361 |
19 | Writer | 14439.780 | 5 | 4 | 16 | 3 | 20 | 20 | 11.85 | 5.0 | Standard | 455.46 | 40.325590 | Yes | 20.171702 | 0.000000 | Low_spent_Small_value_payments | 298.089854 | Standard | 239 |
25 | Accountant | 39910.480 | 1 | 7 | 2 | 1 | 25 | 4 | 1.90 | 2.0 | Good | 1072.94 | 34.939441 | No | 31.779513 | 51.352809 | High_spent_Medium_value_payments | 519.855011 | Poor | 262 |
32 | Manager | 11032.075 | 8 | 3 | 13 | 2 | 5 | 0 | 8.86 | 7.0 | Standard | 1043.81 | 39.842947 | Yes | 9.308120 | 91.358873 | Low_spent_Small_value_payments | 268.366966 | Standard | 303 |
36 | Musician | 140124.800 | 3 | 4 | 9 | 0 | 15 | 12 | 14.16 | 6.0 | Standard | 857.74 | 26.387258 | Yes | 0.000000 | 1217.837865 | Low_spent_Medium_value_payments | 249.168802 | Good | 369 |
25 | Musician | 142106.960 | 6 | 3 | 19 | 0 | 25 | 17 | 2.46 | 2.0 | Standard | 551.73 | 28.432714 | No | 0.000000 | 345.272527 | High_spent_Small_value_payments | 1076.852140 | Standard | 273 |
26 | Mechanic | 14117.270 | 5 | 7 | 5 | 3 | 14 | 14 | 18.08 | 10.0 | Standard | 672.27 | 31.994302 | Yes | 32.494603 | 178.738217 | Low_spent_Small_value_payments | 218.811097 | Standard | 162 |
18 | Media_Manager | 28151.810 | 5 | 5 | 6 | 3 | 14 | 0 | 12.07 | 6.0 | Standard | 1327.69 | 28.317856 | Yes | 64.506704 | 72.162343 | High_spent_Medium_value_payments | 328.629369 | Standard | 85 |
25 | Accountant | 114919.560 | 3 | 5 | 9 | 0 | 0 | 2 | 3.45 | 7.0 | Good | 141.69 | 29.961457 | NM | 0.000000 | 292.053349 | Low_spent_Medium_value_payments | 949.909651 | Standard | 343 |
18 | Engineer | 15586.650 | 4 | 7 | 9 | 3 | 15 | 8 | 10.53 | 4.0 | Good | 207.81 | 26.648225 | No | 27.693314 | 55.016658 | Low_spent_Large_value_payments | 299.978778 | Standard | 0 |
43 | Manager | 20202.220 | 7 | 6 | 18 | 3 | 12 | 17 | 7.74 | 2.0 | Standard | 197.54 | 32.989804 | NM | 43.326690 | 181.573922 | Low_spent_Small_value_payments | 213.151221 | Standard | 218 |
43 | Musician | 108312.640 | 4 | 3 | 7 | 2 | 5 | 16 | 11.80 | 3.0 | Good | 787.15 | 27.828292 | No | 169.599198 | 339.029964 | High_spent_Medium_value_payments | 647.376172 | Poor | 383 |
29 | Developer | 25780.780 | 7 | 6 | 5 | 2 | 15 | 9 | 6.32 | 3.0 | Standard | 97.33 | 37.319402 | No | 40.824597 | 210.581686 | Low_spent_Small_value_payments | 257.433551 | Poor | 0 |
27 | Entrepreneur | 40056.100 | 6 | 4 | 13 | 3 | 29 | 17 | 5.02 | 2.0 | Standard | 182.58 | 39.657579 | No | 76.833249 | 99.274045 | Low_spent_Medium_value_payments | 442.993539 | Standard | 0 |
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