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ID | Описание | Дата |
---|---|---|
633ad9f6-fc5c-4a25-b986-4dfaa183fb1c | disintermediate impactful applications | 2015-12-25 |
eb030946-0962-4913-b7a2-77b5248d4f2e | iterate bricks-and-clicks methodologies | 2025-03-05 |
4aae8904-deca-426e-aac5-e7d5511a0318 | transform clicks-and-mortar web services | 1976-12-12 |
e50fce9c-74a2-4966-9fc2-08bd71b6fc08 | harness killer users | 2011-07-13 |
93b497b3-b1a9-40da-b7e1-18e7aa7e8623 | innovate seamless functionalities | 1989-03-06 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23 | Scientist | 66502.760 | 0 | 6 | 1 | 2 | 29 | 10 | 7.06 | 2.0 | Good | 276.91 | 33.459458 | No | 80.100174 | 70.986322 | High_spent_Medium_value_payments | 636.903170 | Poor | 226 |
41 | Accountant | 14535.105 | 1 | 7 | 3 | 2 | 15 | 8 | 6.63 | 2.0 | Good | 70.66 | 39.478971 | No | 15.775027 | 85.668338 | High_spent_Small_value_payments | 293.082510 | Good | 306 |
26 | Developer | 25795.970 | 3 | 5 | 10 | 2 | 13 | 17 | 11.66 | 1.0 | Standard | 642.22 | 35.088288 | Yes | 35.927619 | 48.435328 | High_spent_Large_value_payments | 348.903470 | Standard | 289 |
36 | Media_Manager | 82999.640 | 5 | 7 | 8 | 2 | 13 | 5 | 2.53 | 2.0 | Good | 1495.36 | 40.930399 | No | 104.577236 | 231.930883 | High_spent_Medium_value_payments | 629.155548 | Standard | 213 |
27 | Entrepreneur | 57838.060 | 3 | 4 | 8 | 2 | 15 | 3 | 7.75 | 0.0 | Good | 1362.10 | 29.000282 | No | 83.817483 | 118.044900 | High_spent_Medium_value_payments | 509.921451 | Good | 289 |
41 | Musician | 136386.200 | 7 | 5 | 16 | 2 | 16 | 12 | 4.42 | 0.0 | Standard | 971.34 | 30.416798 | No | 187.464323 | 942.439540 | Low_spent_Small_value_payments | 311.347803 | Standard | 358 |
32 | Doctor | 22751.590 | 7 | 5 | 12 | 4 | 13 | 12 | 5.75 | 1.0 | Standard | 1429.63 | 28.919840 | No | 38.350282 | 73.193490 | Low_spent_Large_value_payments | 334.452811 | Standard | 244 |
44 | Manager | 42468.060 | 0 | 7 | 11 | 2 | 12 | 9 | 3.01 | 0.0 | Good | 1210.62 | 29.072195 | No | 41.944946 | 40.815784 | High_spent_Medium_value_payments | 502.739770 | Poor | 391 |
43 | Teacher | 126530.400 | 1 | 5 | 5 | 2 | 15 | 4 | 3.54 | 8.0 | Good | 953.26 | 38.638130 | NM | 140.492402 | 0.000000 | High_spent_Large_value_payments | 930.496559 | Good | 340 |
42 | Writer | 25740.180 | 5 | 6 | 1 | 1 | 19 | 10 | 3.77 | 2.0 | Standard | 1273.88 | 27.146559 | No | 19.466043 | 77.840442 | High_spent_Medium_value_payments | 372.395014 | Standard | 257 |
35 | Doctor | 71282.140 | 2 | 4 | 11 | 1 | 8 | 4 | 5.98 | 2.0 | Good | 1440.78 | 37.974673 | No | 37.788867 | 0.000000 | Low_spent_Small_value_payments | 96.430780 | Standard | 388 |
34 | Lawyer | 90403.770 | 4 | 6 | 2 | 0 | 15 | 7 | 0.84 | 3.0 | Good | 575.68 | 33.119763 | No | 0.000000 | 255.844162 | High_spent_Small_value_payments | 747.520588 | Standard | 0 |
30 | Scientist | 39141.080 | 5 | 3 | 3 | 3 | 2 | 8 | 0.00 | 3.0 | Good | 1226.61 | 28.061856 | No | 58.382492 | 196.129902 | Low_spent_Large_value_payments | 328.963273 | Good | 359 |
40 | Manager | 43826.510 | 2 | 6 | 12 | 4 | 3 | 2 | 11.90 | 4.0 | Good | 482.57 | 30.183336 | No | 130.442495 | 112.923043 | High_spent_Medium_value_payments | 365.055378 | Good | 254 |
33 | Entrepreneur | 42250.770 | 0 | 4 | 3 | 0 | 9 | 1 | 9.69 | 0.0 | Good | 1056.56 | 28.913858 | No | 0.000000 | 111.887975 | High_spent_Medium_value_payments | 474.501775 | Standard | 194 |
49 | Engineer | 31653.010 | 3 | 7 | 9 | 2 | 5 | 5 | 9.20 | 6.0 | Good | 1250.90 | 37.067182 | No | 27.111029 | 48.719304 | High_spent_Small_value_payments | 432.044751 | Poor | 289 |
34 | Teacher | 37482.980 | 5 | 6 | 6 | 1 | 2 | 12 | 11.73 | 0.0 | Good | 1433.89 | 36.383111 | No | 29.675476 | 144.995447 | High_spent_Small_value_payments | 425.287243 | Good | 286 |
55 | Journalist | 79710.090 | 3 | 4 | 16 | 3 | 21 | 12 | 4.85 | 4.0 | Standard | 109.97 | 42.217239 | No | 165.054542 | 73.409217 | High_spent_Large_value_payments | 639.086991 | Standard | 392 |
32 | Entrepreneur | 22188.450 | 1 | 5 | 3 | 1 | 24 | 1 | 3.87 | 3.0 | Good | 1352.38 | 30.087004 | No | 10.011418 | 253.586423 | Low_spent_Small_value_payments | 227.005909 | Poor | 190 |
23 | Architect | 108142.140 | 1 | 2 | 1 | 1 | 14 | 6 | 7.55 | 2.0 | Good | 261.59 | 27.739429 | No | 48.514758 | 287.470730 | Low_spent_Medium_value_payments | 872.099013 | Good | 291 |
20 | Journalist | 40626.050 | 1 | 4 | 4 | 3 | 13 | 11 | 4.56 | 3.0 | Good | 74.14 | 26.137289 | No | 53.881194 | 95.556312 | Low_spent_Medium_value_payments | 482.212910 | Good | 212 |
41 | Scientist | 99573.120 | 5 | 4 | 13 | 3 | 18 | 16 | 14.94 | 0.0 | Standard | 327.22 | 40.056867 | No | 196.216031 | 94.689352 | High_spent_Large_value_payments | 773.170617 | Standard | 0 |
53 | Writer | 17329.075 | 0 | 4 | 5 | 3 | 1 | 8 | 10.20 | 1.0 | Good | 126.19 | 34.519285 | No | 24.096394 | 38.861913 | Low_spent_Medium_value_payments | 333.750651 | Good | 312 |
30 | Lawyer | 176956.600 | 3 | 5 | 4 | 1 | 1 | 10 | 9.77 | 0.0 | Good | 116.94 | 25.357973 | No | 82.561966 | 0.000000 | Low_spent_Medium_value_payments | 416.377982 | Good | 362 |
22 | Lawyer | 88290.450 | 4 | 7 | 12 | 1 | 14 | 15 | 1.88 | 1.0 | Standard | 412.40 | 26.096338 | No | 56.615383 | 0.000000 | High_spent_Large_value_payments | 841.734773 | Good | 232 |
35 | Mechanic | 33946.770 | 4 | 3 | 11 | 1 | 20 | 13 | 2.90 | 3.0 | Standard | 869.96 | 35.046328 | No | 20.889069 | 129.937443 | Low_spent_Small_value_payments | 411.563238 | Standard | 200 |
39 | Doctor | 10774.095 | 3 | 6 | 19 | 2 | 6 | 20 | 15.65 | 7.0 | Standard | 563.69 | 26.816159 | Yes | 16.738324 | 104.767167 | Low_spent_Medium_value_payments | 266.078634 | Standard | 206 |
30 | Engineer | 84687.480 | 1 | 6 | 7 | 2 | 1 | 5 | 3.18 | 2.0 | Good | 320.83 | 37.659817 | No | 86.477930 | 172.208147 | Low_spent_Large_value_payments | 739.742923 | Poor | 255 |
30 | Doctor | 39189.920 | 4 | 7 | 5 | 1 | 23 | 8 | 6.81 | 2.0 | Standard | 1365.66 | 23.743677 | Yes | 24.005785 | 226.432340 | Low_spent_Medium_value_payments | 334.544542 | Poor | 0 |
30 | Engineer | 75654.810 | 7 | 6 | 12 | 1 | 10 | 14 | 0.00 | 6.0 | Standard | 1063.69 | 32.039171 | NM | 43.037857 | 146.855042 | High_spent_Large_value_payments | 661.463850 | Standard | 257 |
44 | Developer | 20647.000 | 5 | 4 | 4 | 4 | 21 | 8 | 11.25 | 0.0 | Good | 1370.19 | 39.348021 | No | 65.570405 | 143.477052 | Low_spent_Small_value_payments | 252.410876 | Good | 385 |
38 | Journalist | 32812.590 | 6 | 6 | 5 | 3 | 5 | 8 | 4.82 | 1.0 | Standard | 437.84 | 34.931933 | No | 54.637566 | 256.483959 | Low_spent_Medium_value_payments | 247.116725 | Standard | 339 |
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