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ID | Описание | Дата |
---|---|---|
55e64459-d703-4080-a70c-2c78a8ace052 | reinvent best-of-breed networks | 1987-09-16 |
2b146b32-4c88-4d56-b66e-6b0ffcf81f5e | cultivate intuitive architectures | 1973-04-06 |
8e5ce77d-7cee-4e90-8065-652f624475f3 | exploit B2C deliverables | 1972-05-06 |
64caf8cb-10bc-4c33-be70-fdbfc079b6f3 | engineer turn-key solutions | 2013-05-31 |
c8cb4318-0027-4ca8-9a2b-21e6fc110875 | empower wireless paradigms | 2017-12-20 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34 | Engineer | 19777.050 | 5 | 3 | 3 | 3 | 19 | 0 | 5.95 | 1.0 | Good | 186.16 | 39.956987 | No | 29.045533 | 0.000000 | Low_spent_Large_value_payments | 363.640576 | Poor | 264 |
19 | Manager | 59154.040 | 2 | 5 | 8 | 1 | 23 | 13 | 11.40 | 0.0 | Good | 1346.13 | 30.567047 | No | 45.355560 | 496.571549 | Low_spent_Small_value_payments | 220.023225 | Poor | 261 |
32 | Architect | 20059.775 | 3 | 7 | 5 | 4 | 10 | 8 | 4.01 | 2.0 | Good | 841.07 | 35.429411 | No | 46.331435 | 63.273525 | High_spent_Small_value_payments | 315.059832 | Good | 373 |
49 | Manager | 39337.450 | 2 | 7 | 2 | 2 | 15 | 5 | 2.22 | 2.0 | Good | 511.29 | 32.913509 | NM | 47.826832 | 214.702185 | Low_spent_Small_value_payments | 330.683066 | Poor | 336 |
29 | Mechanic | 68667.560 | 7 | 6 | 21 | 3 | 26 | 9 | 15.03 | 7.0 | Standard | 1384.94 | 32.406045 | Yes | 146.827453 | 127.268742 | High_spent_Large_value_payments | 558.833472 | Poor | 111 |
34 | Engineer | 169293.520 | 2 | 4 | 5 | 1 | 12 | 5 | 0.00 | 1.0 | Good | 931.52 | 37.227633 | No | 92.040080 | 334.101506 | High_spent_Large_value_payments | 1250.437747 | Good | 369 |
26 | Writer | 46010.310 | 7 | 8 | 15 | 3 | 28 | 24 | 7.93 | 12.0 | Bad | 1380.78 | 35.201648 | Yes | 87.482682 | 211.711550 | High_spent_Small_value_payments | 330.025018 | Poor | 137 |
32 | Mechanic | 23635.390 | 8 | 5 | 10 | 3 | 13 | 9 | 16.09 | 8.0 | Standard | 152.17 | 29.833020 | Yes | 46.917413 | 53.001205 | High_spent_Medium_value_payments | 374.042966 | Good | 166 |
21 | Architect | 67518.810 | 8 | 5 | 8 | 1 | 9 | 11 | 9.88 | 3.0 | Standard | 264.70 | 25.387950 | No | 28.658581 | 0.000000 | High_spent_Large_value_payments | 707.057491 | Standard | 267 |
36 | Musician | 58145.220 | 4 | 7 | 9 | 2 | 1 | 0 | 6.76 | 4.0 | Good | 171.06 | 36.998406 | No | 82.441722 | 154.145289 | Low_spent_Large_value_payments | 491.156489 | Good | 351 |
19 | Musician | 19121.210 | 8 | 7 | 15 | 7 | 24 | 0 | 13.94 | 6.0 | Standard | 448.39 | 24.753461 | Yes | 79.711652 | 134.143207 | Low_spent_Small_value_payments | 226.288558 | Standard | 0 |
29 | Scientist | 30028.290 | 3 | 6 | 10 | 4 | 15 | 17 | 0.00 | 8.0 | Standard | 1410.84 | 33.854332 | Yes | 76.320405 | 91.631476 | High_spent_Medium_value_payments | 310.683869 | Standard | 84 |
38 | Accountant | 86529.480 | 7 | 5 | 19 | 2 | 9 | 7 | 7.22 | 1.0 | Standard | 1102.41 | 36.503428 | No | 86.597652 | 713.950390 | Low_spent_Medium_value_payments | 225.830959 | Standard | 236 |
46 | Entrepreneur | 17132.905 | 1 | 5 | 5 | 2 | 4 | 2 | 2.16 | 0.0 | Good | 1107.05 | 33.251694 | NM | 15.401792 | 60.303217 | Low_spent_Small_value_payments | 342.669199 | Good | 259 |
27 | Lawyer | 97900.400 | 3 | 5 | 18 | 1 | 25 | 15 | 7.90 | 2.0 | Standard | 891.71 | 35.069620 | No | 53.592263 | 380.902384 | Low_spent_Large_value_payments | 663.442019 | Standard | 339 |
41 | Engineer | 15957.410 | 8 | 5 | 7 | 3 | 24 | 19 | 16.33 | 4.0 | Standard | 1269.87 | 25.970608 | Yes | 25.048554 | 71.563393 | Low_spent_Small_value_payments | 297.366469 | Standard | 123 |
47 | Lawyer | 18613.045 | 1 | 3 | 5 | 3 | 29 | 0 | 16.54 | 4.0 | Good | 1288.31 | 31.892264 | No | 34.396064 | 108.378572 | Low_spent_Small_value_payments | 286.634073 | Poor | 197 |
40 | Architect | 116346.930 | 0 | 3 | 9 | 3 | 3 | 8 | 6.23 | 1.0 | Good | 115.22 | 38.727755 | No | 183.001320 | 210.124040 | High_spent_Large_value_payments | 828.332390 | Good | 359 |
20 | Manager | 16348.870 | 10 | 9 | 24 | 7 | 28 | 17 | 5.75 | 9.0 | Bad | 1440.67 | 26.315081 | Yes | 59.174881 | 65.040975 | High_spent_Small_value_payments | 293.124727 | Poor | 80 |
27 | Teacher | 94256.480 | 6 | 4 | 8 | 3 | 21 | 22 | 10.43 | 7.0 | Standard | 191.78 | 38.361305 | Yes | 148.754925 | 317.799061 | Low_spent_Medium_value_payments | 569.316681 | Poor | 74 |
42 | Developer | 35263.090 | 1 | 2 | 8 | 2 | 4 | 4 | 4.85 | 1.0 | Good | 856.33 | 25.580814 | No | 41.677359 | 67.158809 | High_spent_Medium_value_payments | 422.022915 | Good | 341 |
27 | Architect | 64845.800 | 5 | 6 | 12 | 2 | 15 | 11 | 7.13 | 6.0 | Standard | 528.95 | 31.432841 | Yes | 75.913472 | 70.359998 | High_spent_Medium_value_payments | 661.208197 | Standard | 75 |
22 | Writer | 127524.810 | 0 | 3 | 9 | 0 | 11 | 0 | 7.12 | 2.0 | Good | 59.58 | 38.169955 | No | 0.000000 | 820.222672 | Low_spent_Small_value_payments | 561.584078 | Standard | 290 |
18 | Musician | 32989.450 | 5 | 3 | 2 | 4 | 11 | 0 | 1.47 | 0.0 | Good | 40.48 | 24.933067 | No | 80.955394 | 126.964648 | Low_spent_Small_value_payments | 345.792042 | Standard | 192 |
44 | Developer | 10381.565 | 8 | 3 | 7 | 4 | 9 | 12 | 10.53 | 3.0 | Standard | 728.73 | 37.897087 | NM | 22.413720 | 68.952825 | Low_spent_Small_value_payments | 301.046496 | Standard | 297 |
23 | Lawyer | 23035.150 | 6 | 7 | 17 | 5 | 20 | 16 | 19.39 | 4.0 | Standard | 954.44 | 40.550874 | Yes | 91.774611 | 75.673791 | Low_spent_Large_value_payments | 292.711182 | Standard | 95 |
31 | Engineer | 26053.360 | 8 | 6 | 11 | 2 | 12 | 0 | 13.13 | 0.0 | Standard | 1339.71 | 38.540695 | Yes | 39.729983 | 75.986180 | High_spent_Small_value_payments | 350.195171 | Standard | 284 |
33 | Journalist | 27947.050 | 8 | 6 | 9 | 7 | 20 | 18 | 8.84 | 5.0 | Standard | 172.39 | 31.604052 | Yes | 148.799066 | 75.584083 | High_spent_Medium_value_payments | 258.808934 | Standard | 167 |
25 | Journalist | 26175.310 | 8 | 4 | 11 | 0 | 10 | 7 | 0.00 | 4.0 | Standard | 601.78 | 38.680825 | Yes | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 394.230665 | Standard | 112 |
54 | Lawyer | 119014.200 | 4 | 2 | 12 | 2 | 6 | 5 | 8.22 | 3.0 | Good | 189.33 | 31.340841 | No | 178.420856 | 0.000000 | High_spent_Large_value_payments | 814.999246 | Good | 387 |
28 | Manager | 44890.900 | 3 | 7 | 6 | 4 | 11 | 0 | 5.45 | 0.0 | Good | 1347.65 | 33.810231 | NM | 83.723787 | 98.935532 | High_spent_Medium_value_payments | 438.931514 | Good | 234 |
25 | Accountant | 123915.990 | 3 | 6 | 8 | 2 | 2 | 3 | 8.37 | 8.0 | Good | 1394.91 | 30.591850 | No | 156.988147 | 333.769357 | Low_spent_Large_value_payments | 812.875746 | Standard | 203 |
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