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ID | Описание | Дата |
---|---|---|
1917d982-adfa-41d2-82e9-b16017e3b9af | streamline transparent ROI | 1973-05-11 |
0beed7c4-138d-4aa3-931b-d1bcc0de8a92 | enable turn-key supply-chains | 2004-11-29 |
827d3ac1-9339-4c70-9523-df7cbb88c2f0 | revolutionize seamless bandwidth | 2016-03-10 |
a812c7e6-c8cc-4c87-abbe-a82d26314537 | cultivate B2B models | 1990-03-14 |
999402fd-5478-4168-8e65-57a0e914f19c | orchestrate frictionless action-items | 1991-12-22 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
48 | Media_Manager | 94554.870 | 2 | 6 | 2 | 0 | 9 | 0 | 3.24 | 3.0 | Good | 1487.90 | 25.968452 | No | 0.000000 | 240.111998 | Low_spent_Large_value_payments | 821.345252 | Good | 272 |
43 | Doctor | 36717.630 | 4 | 3 | 19 | 4 | 28 | 12 | 7.05 | 3.0 | Standard | 1456.01 | 39.456996 | Yes | 96.661689 | 104.319614 | Low_spent_Medium_value_payments | 366.298946 | Standard | 376 |
51 | Scientist | 80362.350 | 5 | 5 | 16 | 4 | 27 | 9 | 1.16 | 6.0 | Standard | 60.04 | 39.845644 | Yes | 166.411782 | 268.999937 | High_spent_Medium_value_payments | 505.474531 | Good | 0 |
14 | Lawyer | 30363.730 | 8 | 6 | 19 | 5 | 24 | 10 | 15.84 | 6.0 | Standard | 1394.85 | 32.083995 | Yes | 100.121536 | 27.164202 | High_spent_Large_value_payments | 386.145345 | Standard | 106 |
30 | Architect | 70939.340 | 5 | 6 | 14 | 3 | 25 | 13 | 8.39 | 7.0 | Standard | 261.42 | 41.062188 | Yes | 165.112302 | 126.117574 | High_spent_Medium_value_payments | 531.931291 | Standard | 219 |
34 | Musician | 32227.120 | 1 | 4 | 1 | 2 | 5 | 12 | 3.09 | 4.0 | Good | 48.95 | 40.109565 | No | 49.168653 | 223.720303 | Low_spent_Small_value_payments | 280.270377 | Good | 207 |
39 | Lawyer | 15266.800 | 5 | 6 | 17 | 7 | 33 | 16 | 9.24 | 9.0 | Standard | 877.84 | 35.575175 | Yes | 79.946781 | 87.770987 | Low_spent_Medium_value_payments | 212.305565 | Standard | 195 |
51 | Scientist | 69684.860 | 0 | 7 | 12 | 2 | 5 | 7 | 1.46 | 2.0 | Good | 596.10 | 25.551423 | No | 83.137134 | 183.437976 | Low_spent_Medium_value_payments | 600.632057 | Standard | 280 |
42 | Developer | 11381.825 | 5 | 5 | 15 | 3 | 8 | 20 | 11.06 | 4.0 | Standard | 256.61 | 38.422330 | Yes | 14.887241 | 39.929836 | Low_spent_Medium_value_payments | 325.531465 | Standard | 312 |
19 | Musician | 116336.320 | 3 | 3 | 11 | 0 | 9 | 7 | 3.00 | 2.0 | Good | 1117.30 | 35.107334 | No | 0.000000 | 655.345205 | High_spent_Small_value_payments | 560.024129 | Poor | 275 |
27 | Media_Manager | 35883.180 | 6 | 5 | 8 | 4 | 16 | 0 | 7.63 | 5.0 | Good | 78.52 | 35.707435 | No | 115.802430 | 129.165154 | High_spent_Medium_value_payments | 322.658916 | Good | 375 |
29 | Lawyer | 93169.920 | 6 | 7 | 18 | 2 | 10 | 12 | 22.62 | 1.0 | Standard | 1110.09 | 31.079534 | Yes | 112.340298 | 100.119623 | High_spent_Large_value_payments | 806.956079 | Standard | 321 |
40 | Writer | 21457.185 | 1 | 5 | 9 | 1 | 6 | 1 | 5.74 | 3.0 | Good | 749.41 | 24.124389 | No | 8.970576 | 171.366715 | Low_spent_Small_value_payments | 294.272583 | Poor | 298 |
25 | Entrepreneur | 98436.600 | 8 | 6 | 10 | 0 | 29 | 15 | 10.28 | 3.0 | Good | 329.72 | 34.938750 | No | 0.000000 | 725.144616 | Low_spent_Large_value_payments | 352.760384 | Standard | 251 |
46 | Entrepreneur | 25759.240 | 4 | 5 | 6 | 1 | 22 | 18 | 3.69 | 5.0 | Standard | 766.58 | 34.243761 | No | 19.759717 | 0.000000 | Low_spent_Medium_value_payments | 408.755848 | Standard | 399 |
28 | Entrepreneur | 121933.200 | 8 | 5 | 19 | 0 | 7 | 7 | 9.19 | 0.0 | Standard | 586.55 | 39.728793 | Yes | 0.000000 | 572.843856 | High_spent_Small_value_payments | 710.966144 | Standard | 257 |
48 | Accountant | 88027.620 | 0 | 3 | 3 | 3 | 6 | 3 | 10.94 | 0.0 | Good | 264.38 | 34.944366 | No | 157.273853 | 92.725850 | High_spent_Large_value_payments | 712.963798 | Good | 188 |
34 | Architect | 155148.360 | 5 | 5 | 10 | 2 | 14 | 7 | 8.13 | 2.0 | Good | 1122.62 | 31.278050 | No | 129.959109 | 1241.798361 | Low_spent_Small_value_payments | 209.145530 | Good | 394 |
25 | Media_Manager | 141952.760 | 7 | 4 | 16 | 1 | 31 | 19 | 11.48 | 4.0 | Standard | 1498.17 | 36.850489 | Yes | 109.758903 | 187.220638 | High_spent_Large_value_payments | 1115.660126 | Standard | 341 |
39 | Writer | 35317.810 | 4 | 5 | 7 | 4 | 18 | 21 | 2.74 | 1.0 | Good | 1311.73 | 28.573243 | No | 63.218434 | 260.394389 | Low_spent_Small_value_payments | 254.302260 | Good | 358 |
44 | Developer | 65047.530 | 3 | 5 | 15 | 4 | 19 | 12 | 12.09 | 1.0 | Standard | 1254.45 | 24.553536 | Yes | 190.326311 | 444.446105 | Low_spent_Small_value_payments | 210.290335 | Standard | 340 |
39 | Scientist | 20886.730 | 5 | 5 | 12 | 4 | 13 | 10 | 4.07 | 0.0 | Good | 769.43 | 33.876552 | No | 39.690116 | 16.004508 | High_spent_Large_value_payments | 356.861459 | Standard | 391 |
34 | Teacher | 34758.200 | 1 | 2 | 6 | 3 | 4 | 4 | 5.81 | 1.0 | Good | 1005.29 | 36.370976 | No | 79.568132 | 37.953207 | High_spent_Medium_value_payments | 430.430327 | Good | 0 |
32 | Accountant | 58892.860 | 3 | 4 | 17 | 3 | 19 | 0 | 14.65 | 6.0 | Standard | 666.00 | 32.713263 | Yes | 118.348232 | 216.398903 | High_spent_Medium_value_payments | 425.926699 | Standard | 395 |
35 | Mechanic | 35062.630 | 0 | 5 | 7 | 0 | 17 | 3 | 2.43 | 3.0 | Good | 971.25 | 38.532721 | No | 0.000000 | 36.381191 | High_spent_Medium_value_payments | 513.207393 | Poor | 205 |
35 | Teacher | 84292.180 | 3 | 1 | 8 | 2 | 9 | 6 | 0.50 | 1.0 | Good | 434.36 | 33.083090 | No | 77.707321 | 73.587237 | High_spent_Large_value_payments | 799.540276 | Good | 398 |
32 | Manager | 41998.550 | 5 | 2 | 12 | 3 | 1 | 4 | 14.48 | 0.0 | Good | 67.98 | 37.677763 | No | 60.313384 | 63.668308 | High_spent_Medium_value_payments | 469.606224 | Good | 192 |
28 | Manager | 33212.270 | 6 | 6 | 7 | 6 | 20 | 17 | 15.02 | 7.0 | Standard | 45.65 | 30.425401 | Yes | 130.815758 | 0.000000 | Low_spent_Large_value_payments | 217.248132 | Standard | 238 |
30 | Lawyer | 40113.080 | 3 | 7 | 1 | 4 | 0 | 3 | 5.88 | 5.0 | Good | 25.78 | 33.584848 | No | 76.335329 | 157.827067 | High_spent_Small_value_payments | 334.513271 | Standard | 247 |
33 | Accountant | 55448.740 | 7 | 4 | 12 | 1 | 14 | 16 | 11.42 | 4.0 | Standard | 1450.89 | 30.066294 | No | 30.184092 | 427.796784 | Low_spent_Small_value_payments | 305.591957 | Standard | 392 |
17 | Accountant | 51312.900 | 10 | 8 | 29 | 4 | 39 | 17 | 11.00 | 8.0 | Bad | 1498.55 | 34.181793 | Yes | 146.707645 | 28.843135 | High_spent_Large_value_payments | 506.956720 | Standard | 104 |
44 | Entrepreneur | 33441.590 | 2 | 4 | 1 | 0 | 1 | 3 | 12.58 | 5.0 | Good | 154.96 | 38.117272 | No | 0.000000 | 69.980893 | High_spent_Large_value_payments | 444.899024 | Standard | 382 |
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