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ID | Описание | Дата |
---|---|---|
ac499ddc-718b-4d73-a9c7-500a9becd832 | unleash real-time users | 1979-11-17 |
0fc681ad-bf34-412e-b444-2f5d56824ae1 | grow granular platforms | 1987-01-12 |
a9f72505-7313-4efc-8424-1a1cbf4671b5 | embrace vertical networks | 1973-05-10 |
2a7f5b5e-d399-4995-ad6e-1f6041a42157 | empower leading-edge communities | 2000-11-03 |
66a4e32f-77f8-40bc-b5b5-98f27dfc6c37 | drive cutting-edge eyeballs | 1977-12-01 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33 | Doctor | 35376.320 | 8 | 3 | 19 | 3 | 12 | 17 | 15.14 | 7.0 | Standard | 1166.47 | 34.784172 | Yes | 58.216670 | 57.835490 | High_spent_Medium_value_payments | 405.650507 | Standard | 218 |
40 | Manager | 78477.180 | 4 | 5 | 16 | 2 | 6 | 0 | 7.35 | 1.0 | Standard | 1197.91 | 27.296161 | NM | 123.317587 | 330.157008 | Low_spent_Large_value_payments | 457.801905 | Standard | 295 |
38 | Scientist | 34773.310 | 1 | 5 | 6 | 2 | 0 | 0 | 4.17 | 4.0 | Good | 82.07 | 24.961319 | No | 52.230562 | 123.968323 | Low_spent_Large_value_payments | 381.678699 | Standard | 281 |
34 | Manager | 33177.950 | 5 | 4 | 17 | 4 | 18 | 23 | 11.12 | 2.0 | Standard | 261.12 | 33.941773 | No | 61.099413 | 156.811309 | Low_spent_Small_value_payments | 361.272195 | Standard | 317 |
47 | Mechanic | 29085.380 | 3 | 5 | 16 | 4 | 30 | 12 | 15.71 | 2.0 | Standard | 328.70 | 26.439464 | Yes | 88.018628 | 86.629710 | Low_spent_Small_value_payments | 335.429828 | Standard | 296 |
23 | Writer | 19234.690 | 5 | 5 | 6 | 2 | 20 | 15 | 3.83 | 4.0 | Standard | 844.75 | 31.621392 | Yes | 20.511115 | 62.424611 | High_spent_Small_value_payments | 326.353357 | Standard | 0 |
18 | Engineer | 94913.160 | 7 | 5 | 10 | 3 | 24 | 11 | 6.51 | 3.0 | Standard | 740.42 | 33.342840 | No | 131.998346 | 0.000000 | High_spent_Large_value_payments | 767.338269 | Standard | 254 |
27 | Media_Manager | 35455.230 | 0 | 4 | 1 | 2 | 15 | 0 | 5.78 | 4.0 | Good | 33.16 | 24.081721 | No | 46.579692 | 265.756284 | Low_spent_Medium_value_payments | 259.024274 | Standard | 197 |
46 | Mechanic | 19731.160 | 7 | 4 | 12 | 4 | 8 | 14 | 10.01 | 3.0 | Standard | 382.35 | 31.283037 | NM | 34.156734 | 85.270461 | Low_spent_Large_value_payments | 339.299138 | Standard | 228 |
53 | Architect | 40457.960 | 0 | 6 | 6 | 0 | 26 | 6 | 5.86 | 0.0 | Good | 340.15 | 30.789057 | No | 0.000000 | 193.953096 | Low_spent_Large_value_payments | 395.796571 | Standard | 254 |
39 | Mechanic | 44826.540 | 2 | 3 | 10 | 0 | 22 | 11 | 7.52 | 6.0 | Good | 952.04 | 25.099337 | No | 0.000000 | 106.576725 | High_spent_Medium_value_payments | 538.777775 | Poor | 346 |
43 | Scientist | 104118.690 | 5 | 7 | 5 | 3 | 17 | 15 | 14.65 | 7.0 | Standard | 555.27 | 42.908073 | Yes | 163.644597 | 128.275353 | High_spent_Large_value_payments | 833.435800 | Standard | 259 |
30 | Developer | 165333.720 | 1 | 3 | 8 | 2 | 13 | 1 | 4.46 | 3.0 | Good | 868.51 | 35.094758 | No | 189.466210 | 191.871417 | High_spent_Large_value_payments | 1245.443373 | Good | 290 |
49 | Writer | 38750.410 | 1 | 5 | 7 | 4 | 5 | 3 | 8.39 | 0.0 | Good | 2.43 | 31.839606 | No | 121.726641 | 0.000000 | Low_spent_Small_value_payments | 234.478180 | Good | 392 |
22 | Mechanic | 20336.520 | 4 | 5 | 19 | 5 | 30 | 16 | 8.05 | 5.0 | Standard | 1398.96 | 31.678956 | Yes | 59.660696 | 94.946055 | Low_spent_Small_value_payments | 294.164249 | Poor | 183 |
22 | Architect | 33911.020 | 3 | 5 | 14 | 1 | 15 | 9 | 7.71 | 3.0 | Standard | 459.16 | 29.390362 | No | 23.701338 | 52.153900 | High_spent_Medium_value_payments | 474.136594 | Standard | 238 |
44 | Writer | 17794.505 | 5 | 4 | 8 | 0 | 11 | 3 | 4.06 | 2.0 | Good | 84.02 | 30.788702 | No | 0.000000 | 75.757920 | Low_spent_Small_value_payments | 348.329622 | Poor | 370 |
32 | Journalist | 77047.400 | 2 | 4 | 11 | 1 | 13 | 1 | 6.95 | 1.0 | Good | 952.69 | 34.595816 | No | 50.187296 | 158.498735 | High_spent_Medium_value_payments | 712.475636 | Standard | 328 |
35 | Developer | 41982.880 | 4 | 7 | 14 | 0 | 23 | 20 | 17.83 | 6.0 | Standard | 1449.70 | 28.106567 | Yes | 0.000000 | 90.823715 | High_spent_Medium_value_payments | 485.533618 | Standard | 212 |
21 | Developer | 35149.100 | 4 | 6 | 5 | 4 | 13 | 6 | 6.17 | 4.0 | Good | 527.39 | 34.125244 | No | 97.640159 | 264.926549 | Low_spent_Large_value_payments | 200.942459 | Poor | 0 |
30 | Developer | 33498.800 | 1 | 3 | 10 | 1 | 27 | 8 | 4.63 | 4.0 | Good | 787.72 | 38.856008 | NM | 27.364965 | 288.164596 | Low_spent_Small_value_payments | 231.227105 | Poor | 361 |
25 | Engineer | 33574.440 | 7 | 7 | 16 | 4 | 6 | 0 | 10.05 | 0.0 | Standard | 79.95 | 29.561775 | NM | 109.681172 | 100.098312 | Low_spent_Medium_value_payments | 356.707517 | Standard | 291 |
33 | Accountant | 20607.780 | 3 | 6 | 15 | 7 | 28 | 0 | 14.18 | 12.0 | Standard | 1441.67 | 33.554127 | Yes | 98.820959 | 27.584738 | High_spent_Small_value_payments | 278.925803 | Poor | 66 |
20 | Manager | 117283.350 | 0 | 7 | 7 | 3 | 6 | 0 | 10.27 | 3.0 | Good | 1248.12 | 40.985682 | No | 173.480930 | 131.534783 | High_spent_Large_value_payments | 901.945536 | Poor | 0 |
34 | Accountant | 19810.745 | 1 | 4 | 11 | 3 | 1 | 10 | 2.47 | 4.0 | Good | 227.12 | 37.411758 | NM | 40.600458 | 0.000000 | High_spent_Medium_value_payments | 335.301429 | Standard | 266 |
39 | Entrepreneur | 36115.920 | 0 | 7 | 9 | 3 | 11 | 6 | 6.02 | 0.0 | Good | 886.95 | 23.265999 | No | 78.052255 | 169.468904 | Low_spent_Medium_value_payments | 304.144841 | Good | 274 |
22 | Doctor | 23537.540 | 7 | 4 | 8 | 3 | 20 | 19 | 7.13 | 6.0 | Standard | 174.06 | 37.112997 | Yes | 53.558306 | 46.782606 | Low_spent_Large_value_payments | 360.305255 | Standard | 114 |
23 | Manager | 41797.940 | 1 | 1 | 3 | 3 | 0 | 1 | 5.36 | 9.0 | Good | 1253.67 | 29.557146 | No | 73.430451 | 81.623269 | High_spent_Large_value_payments | 446.762446 | Good | 368 |
19 | Manager | 116897.680 | 0 | 4 | 12 | 1 | 27 | 11 | 5.35 | 3.0 | Good | 742.09 | 23.689006 | No | 75.399386 | 791.029567 | Low_spent_Medium_value_payments | 402.918380 | Poor | 191 |
55 | Engineer | 11249.150 | 3 | 3 | 12 | 1 | 15 | 11 | 10.02 | 4.0 | Good | 612.08 | 28.247834 | No | 8.092135 | 62.275296 | Low_spent_Small_value_payments | 318.075486 | Good | 309 |
47 | Scientist | 108255.720 | 2 | 2 | 3 | 3 | 2 | 1 | 3.43 | 2.0 | Good | 794.74 | 32.611365 | No | 136.602458 | 318.573674 | High_spent_Medium_value_payments | 699.054868 | Good | 346 |
27 | Accountant | 33418.550 | 6 | 3 | 5 | 2 | 11 | 16 | 16.98 | 4.0 | Standard | 415.34 | 23.407516 | NM | 37.632330 | 338.076588 | Low_spent_Small_value_payments | 188.278999 | Standard | 125 |
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