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ID | Описание | Дата |
---|---|---|
955bd357-3ede-435e-b65b-794e9f2a1c5a | engineer interactive markets | 1991-12-31 |
4b4370cf-d3d0-4378-b25f-15db7dadff1d | matrix open-source markets | 1985-05-19 |
83f39105-1753-4a47-826d-c725608823d7 | repurpose visionary e-tailers | 2022-11-27 |
e9cc5f53-ab97-44d2-9fa9-168ea350e9b1 | facilitate efficient applications | 2008-02-19 |
1fddc281-b4cd-45d4-b009-9b188b08144d | enable strategic platforms | 2007-05-13 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39 | Mechanic | 72241.020 | 8 | 4 | 4 | 1 | 25 | 12 | 0.67 | 7.0 | Good | 843.44 | 35.391008 | No | 39.808328 | 79.927701 | High_spent_Large_value_payments | 695.372470 | Good | 0 |
20 | Writer | 61887.200 | 7 | 4 | 13 | 4 | 14 | 19 | 0.89 | 3.0 | Standard | 1370.48 | 32.011093 | NM | 160.191974 | 0.000000 | High_spent_Medium_value_payments | 527.846939 | Standard | 384 |
42 | Lawyer | 107451.030 | 0 | 5 | 11 | 1 | 7 | 8 | 10.34 | 3.0 | Good | 671.46 | 27.831908 | NM | 68.486703 | 1210.545377 | Low_spent_Small_value_payments | 0.000000 | Good | 325 |
19 | Developer | 13754.500 | 4 | 3 | 5 | 6 | 4 | 10 | 16.85 | 8.0 | Standard | 39.59 | 25.668957 | Yes | 61.012322 | 28.034120 | High_spent_Medium_value_payments | 287.074392 | Good | 83 |
20 | Developer | 13506.895 | 3 | 5 | 12 | 0 | 26 | 8 | 10.97 | 8.0 | Standard | 945.04 | 33.921802 | Yes | 0.000000 | 39.737033 | High_spent_Medium_value_payments | 347.220425 | Standard | 80 |
34 | Writer | 36063.450 | 7 | 6 | 13 | 5 | 20 | 14 | 16.78 | 5.0 | Standard | 1497.12 | 26.133520 | Yes | 135.102690 | 116.906072 | Low_spent_Medium_value_payments | 312.419988 | Standard | 184 |
55 | Scientist | 77469.600 | 4 | 5 | 12 | 1 | 15 | 18 | 3.74 | 2.0 | Good | 529.13 | 38.973737 | No | 55.809078 | 650.633127 | Low_spent_Medium_value_payments | 231.337795 | Good | 312 |
36 | Architect | 81815.020 | 0 | 5 | 4 | 1 | 4 | 2 | 5.18 | 3.0 | Good | 1434.75 | 38.960367 | No | 53.927786 | 278.987645 | Low_spent_Medium_value_payments | 635.576402 | Good | 398 |
22 | Developer | 78839.480 | 7 | 4 | 6 | 1 | 32 | 16 | 4.21 | 5.0 | Standard | 1041.42 | 42.018694 | NM | 39.353273 | 101.565149 | High_spent_Large_value_payments | 734.977245 | Standard | 393 |
40 | Musician | 20877.190 | 7 | 6 | 20 | 5 | 20 | 20 | 15.69 | 11.0 | Standard | 1324.10 | 29.163550 | Yes | 58.022065 | 105.062745 | Low_spent_Medium_value_payments | 294.891773 | Poor | 193 |
54 | Accountant | 14544.485 | 5 | 5 | 11 | 4 | 17 | 11 | 6.73 | 0.0 | Good | 788.41 | 24.993260 | NM | 36.518490 | 31.997778 | Low_spent_Medium_value_payments | 333.887774 | Good | 0 |
39 | Entrepreneur | 35284.570 | 3 | 4 | 9 | 2 | 14 | 0 | 3.92 | 2.0 | Good | 1109.18 | 26.480836 | No | 38.381739 | 176.999371 | Low_spent_Large_value_payments | 341.956973 | Good | 377 |
34 | Entrepreneur | 44793.340 | 0 | 5 | 3 | 0 | 5 | 3 | 10.69 | 3.0 | Good | 585.77 | 36.075719 | No | 0.000000 | 188.369351 | Low_spent_Large_value_payments | 449.408483 | Good | 303 |
27 | Teacher | 7598.185 | 5 | 4 | 10 | 3 | 21 | 8 | 15.18 | 9.0 | Standard | 1237.88 | 27.501452 | Yes | 13.905380 | 23.435628 | High_spent_Medium_value_payments | 288.577201 | Standard | 224 |
41 | Lawyer | 18280.185 | 5 | 7 | 17 | 1 | 19 | 16 | 8.53 | 2.0 | Standard | 556.78 | 30.056419 | Yes | 13.453568 | 164.859436 | Low_spent_Small_value_payments | 261.521870 | Standard | 194 |
54 | Musician | 94639.110 | 3 | 4 | 16 | 3 | 12 | 2314 | 3.28 | 0.0 | Standard | 680.76 | 32.347845 | No | 194.601113 | 235.454968 | High_spent_Medium_value_payments | 590.503169 | Standard | 335 |
33 | Mechanic | 63258.900 | 6 | 6 | 11 | 1 | 19 | 8 | 4.78 | 4.0 | Good | 137.98 | 29.328429 | No | 28.643889 | 413.525913 | Low_spent_Large_value_payments | 333.987698 | Good | 269 |
39 | Accountant | 66995.860 | 3 | 6 | 15 | 0 | 30 | 21 | 8.16 | 3.0 | Standard | 554.69 | 29.818731 | Yes | 0.000000 | 437.347563 | Low_spent_Large_value_payments | 371.151271 | Standard | 254 |
48 | Lawyer | 82230.760 | 1 | 3 | 5 | 0 | 6 | 2 | 4.05 | 6.0 | Good | 1260.01 | 43.654435 | No | 0.000000 | 173.059320 | High_spent_Small_value_payments | 772.297013 | Good | 371 |
23 | Manager | 82194.020 | 0 | 3 | 2 | 3 | 7 | 2 | 8.62 | 3.0 | Good | 957.94 | 36.474645 | No | 119.422188 | 110.226036 | High_spent_Large_value_payments | 690.301943 | Good | 344 |
14 | Musician | 70097.540 | 5 | 5 | 20 | 1 | 30 | 0 | 13.02 | 6.0 | Standard | 229.36 | 38.947050 | NM | 53.383301 | 66.387811 | High_spent_Medium_value_payments | 715.275054 | Standard | 363 |
54 | Accountant | 21338.550 | 8 | 4 | 16 | 0 | 21 | 17 | 5.40 | 5.0 | Standard | 853.65 | 40.083100 | No | 0.000000 | 82.849389 | Low_spent_Small_value_payments | 357.771861 | Standard | 305 |
48 | Musician | 116742.540 | 5 | 3 | 10 | 2 | 0 | 0 | 4.14 | 2.0 | Good | 295.19 | 30.631838 | No | 186.726035 | 347.321140 | Low_spent_Large_value_payments | 728.407325 | Good | 336 |
19 | Mechanic | 14531.070 | 4 | 5 | 9 | 4 | 26 | 10 | 9.77 | 1.0 | Good | 268.56 | 39.960259 | No | 34.462631 | 77.953704 | Low_spent_Small_value_payments | 280.375915 | Standard | 0 |
19 | Developer | 39448.670 | 1 | 5 | 9 | 1 | 4 | 3 | 10.82 | 4.0 | Good | 544.19 | 30.989467 | No | 22.764457 | 419.692723 | Low_spent_Small_value_payments | 187.581736 | Standard | 269 |
27 | Writer | 20975.390 | 0 | 1 | 6 | 3 | 14 | 5 | 0.64 | 3.0 | Good | 771.16 | 38.184315 | NM | 47.115100 | 70.759034 | Low_spent_Large_value_payments | 309.420783 | Good | 321 |
45 | Engineer | 71554.680 | 3 | 6 | 12 | 2 | 11 | 13 | 16.49 | 1.0 | Standard | 90.14 | 24.609423 | Yes | 103.397674 | 534.540354 | Low_spent_Medium_value_payments | 217.950972 | Standard | 376 |
45 | Scientist | 33071.560 | 4 | 4 | 17 | 6 | 7 | 12 | 18.88 | 8.0 | Standard | 1021.88 | 38.968689 | Yes | 161.340704 | 42.275119 | High_spent_Medium_value_payments | 337.480510 | Standard | 156 |
20 | Doctor | 78059.360 | 6 | 5 | 19 | 1 | 26 | 11 | 11.41 | 5.0 | Standard | 1220.42 | 31.446447 | Yes | 55.762229 | 177.105403 | High_spent_Medium_value_payments | 644.927034 | Standard | 189 |
51 | Teacher | 28497.510 | 4 | 6 | 4 | 1 | 13 | 8 | 3.67 | 4.0 | Good | 288.92 | 34.807850 | No | 21.648625 | 285.053293 | Low_spent_Small_value_payments | 237.577332 | Standard | 246 |
49 | Architect | 129417.270 | 0 | 7 | 10 | 2 | 1 | 0 | 0.89 | 2.0 | Good | 788.87 | 31.377053 | NM | 112.958836 | 636.466701 | Low_spent_Medium_value_payments | 616.351713 | Good | 289 |
28 | Manager | 32825.810 | 2 | 7 | 3 | 4 | 17 | 2 | 1.94 | 2.0 | Good | 1035.24 | 31.207556 | No | 64.305575 | 179.449110 | Low_spent_Small_value_payments | 311.193731 | Standard | 327 |
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