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ID | Описание | Дата |
---|---|---|
b1565e9e-7fda-43e0-b3f6-73a020d7d4fb | expedite compelling paradigms | 2004-02-02 |
5e086b1f-c575-4e20-a1df-31c8c7297e9f | embrace holistic niches | 2010-09-19 |
3af4ea0c-490c-4688-a1fa-6e2a2224376d | syndicate B2C e-business | 1986-03-06 |
d41b3cd2-d31f-48b5-be4b-9533bfa36d19 | architect B2C e-services | 2006-12-21 |
2d997c41-0070-40f8-b144-07508ec51e65 | envisioneer turn-key solutions | 1995-03-05 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
29 | Architect | 147499.600 | 2 | 2 | 12 | 2 | 14 | 0 | 4.21 | 2.0 | Good | 1250.67 | 25.362822 | No | 192.206483 | 825.241686 | Low_spent_Small_value_payments | 507.915164 | Good | 249 |
16 | Entrepreneur | 61654.840 | 5 | 7 | 9 | 4 | 30 | 12 | 13.87 | 4.0 | Standard | 741.70 | 33.809306 | Yes | 192.626952 | 118.498257 | High_spent_Medium_value_payments | 456.465124 | Standard | 0 |
32 | Engineer | 41655.160 | 3 | 4 | 5 | 2 | 28 | 21 | 5.72 | 4.0 | Standard | 1240.64 | 33.039445 | No | 66.912509 | 243.889219 | Low_spent_Small_value_payments | 353.524605 | Poor | 354 |
35 | Media_Manager | 19708.860 | 6 | 4 | 9 | 3 | 26 | 8 | 12.16 | 5.0 | Standard | 390.29 | 30.427061 | Yes | 43.650678 | 118.965520 | Low_spent_Small_value_payments | 270.924301 | Standard | 0 |
42 | Media_Manager | 131908.240 | 4 | 4 | 20 | 0 | 20 | 9 | 6.72 | 4.0 | Standard | 344.86 | 43.059753 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 1179.469952 | Good | 256 |
26 | Entrepreneur | 9582.025 | 5 | 7 | 7 | 2 | 8 | 13 | 0.00 | 1.0 | Good | 820.12 | 33.529397 | No | 8.129069 | 23.368144 | High_spent_Large_value_payments | 310.752996 | Standard | 398 |
34 | Media_Manager | 98646.360 | 5 | 4 | 11 | 2 | 1 | 10 | 10.87 | 3.0 | Good | 559.35 | 29.976418 | No | 150.307280 | 137.772656 | High_spent_Large_value_payments | 768.973064 | Poor | 300 |
45 | Doctor | 40838.930 | 2 | 2 | 4 | 4 | 8 | 15 | 3.52 | 3.0 | Good | 475.65 | 32.454267 | No | 95.125311 | 100.245319 | High_spent_Medium_value_payments | 398.653787 | Good | 342 |
29 | Developer | 33136.350 | 0 | 3 | 12 | 2 | 8 | 1 | 2.34 | 2.0 | Good | 4.64 | 34.820482 | No | 31.923634 | 66.907345 | High_spent_Medium_value_payments | 419.305271 | Standard | 399 |
49 | Architect | 98518.680 | 8 | 5 | 18 | 2 | 0 | 16 | 10.35 | 2.0 | Standard | 128.35 | 39.509446 | Yes | 153.443551 | 0.000000 | Low_spent_Medium_value_payments | 420.288563 | Standard | 347 |
53 | Developer | 10943.535 | 6 | 4 | 8 | 2 | 5 | 17 | 6.88 | 2.0 | Good | 593.95 | 32.465801 | No | 16.715902 | 47.541768 | Low_spent_Small_value_payments | 318.938454 | Standard | 374 |
53 | Scientist | 21051.145 | 1 | 6 | 8 | 1 | 3 | 12 | 7.38 | 2.0 | Good | 90.30 | 26.835585 | No | 15.495501 | 36.621171 | High_spent_Small_value_payments | 387.009537 | Good | 204 |
23 | Journalist | 78133.600 | 5 | 7 | 17 | 4 | 8 | 8 | 12.88 | 6.0 | Standard | 1055.06 | 29.136958 | Yes | 172.489112 | 190.342555 | High_spent_Medium_value_payments | 550.781666 | Standard | 176 |
39 | Scientist | 82988.080 | 4 | 4 | 10 | 3 | 22 | 16 | 10.52 | 8.0 | Standard | 1036.93 | 38.673563 | Yes | 182.424921 | 216.021001 | High_spent_Medium_value_payments | 561.621412 | Standard | 223 |
18 | Entrepreneur | 20138.870 | 3 | 5 | 6 | 3 | 23 | 12 | 9.74 | 0.0 | Standard | 13.59 | 38.374293 | Yes | 43.336226 | 106.772036 | Low_spent_Small_value_payments | 292.315655 | Standard | 0 |
22 | Scientist | 43925.880 | 1 | 3 | 7 | 0 | 1 | 4 | 8.84 | 0.0 | Good | 107.51 | 31.026179 | No | 0.000000 | 174.830825 | Low_spent_Large_value_payments | 484.118175 | Good | 0 |
55 | Musician | 89384.910 | 1 | 3 | 10 | 3 | 14 | 5 | 9.54 | 1.0 | Good | 1041.11 | 33.178451 | No | 118.534950 | 229.357272 | Low_spent_Medium_value_payments | 697.982028 | Good | 0 |
51 | Manager | 38561.330 | 0 | 6 | 10 | 0 | 2 | 1 | 6.34 | 2.0 | Good | 1465.73 | 39.228972 | No | 0.000000 | 96.681729 | Low_spent_Medium_value_payments | 512.262687 | Standard | 323 |
23 | Writer | 61224.330 | 4 | 5 | 12 | 1 | 29 | 9 | 12.65 | 5.0 | Standard | 707.43 | 32.960895 | Yes | 38.309810 | 55.156467 | High_spent_Large_value_payments | 632.736473 | Standard | 201 |
48 | Media_Manager | 121233.510 | 2 | 6 | 8 | 2 | 6 | 11 | 11.54 | 3.0 | Good | 1116.67 | 26.872572 | No | 191.017350 | 1329.948127 | Low_spent_Small_value_payments | 0.000000 | Standard | 283 |
34 | Developer | 30256.850 | 0 | 5 | 5 | 3 | 23 | 2 | 0.73 | 4.0 | Good | 1483.23 | 39.120864 | No | 62.105156 | 95.685582 | Low_spent_Medium_value_payments | 344.849678 | Poor | 238 |
31 | Manager | 26305.910 | 4 | 7 | 9 | 2 | 17 | 12 | 7.34 | 4.0 | Standard | 151.95 | 34.190093 | Yes | 23.990507 | 61.614598 | High_spent_Medium_value_payments | 359.010811 | Standard | 357 |
50 | Media_Manager | 82929.960 | 1 | 7 | 6 | 1 | 5 | 9 | 7.35 | 2.0 | Good | 735.59 | 30.895387 | No | 68.516869 | 0.000000 | Low_spent_Small_value_payments | 386.346821 | Poor | 303 |
30 | Entrepreneur | 41296.810 | 3 | 6 | 11 | 1 | 24 | 1 | 6.94 | 1.0 | Good | 761.20 | 36.591944 | No | 33.747327 | 0.000000 | High_spent_Large_value_payments | 521.760781 | Standard | 239 |
21 | Media_Manager | 122566.590 | 0 | 7 | 1 | 0 | 13 | 10 | 1.14 | 3.0 | Good | 889.69 | 32.124205 | No | 0.000000 | 126.038085 | High_spent_Large_value_payments | 1146.350165 | Standard | 212 |
20 | Teacher | 39269.970 | 1 | 7 | 1 | 4 | 0 | 5 | 6.32 | 1.0 | Good | 785.78 | 27.711911 | No | 105.550305 | 0.000000 | Low_spent_Small_value_payments | 257.401434 | Poor | 293 |
36 | Developer | 23304.300 | 4 | 7 | 15 | 0 | 31 | 10 | 10.14 | 6.0 | Standard | 366.22 | 33.696880 | Yes | 0.000000 | 26.035851 | High_spent_Medium_value_payments | 423.966649 | Standard | 186 |
33 | Manager | 36029.250 | 3 | 6 | 12 | 3 | 28 | 11 | 10.99 | 1.0 | Good | 917.17 | 29.115130 | NM | 83.182823 | 155.534290 | Low_spent_Small_value_payments | 362.426637 | Poor | 382 |
43 | Teacher | 31061.800 | 5 | 7 | 10 | 4 | 13 | 6 | 6.13 | 8.0 | Standard | 157.62 | 27.363247 | No | 76.880135 | 36.221695 | High_spent_Medium_value_payments | 390.346503 | Standard | 209 |
51 | Musician | 66816.260 | 4 | 4 | 10 | 0 | 17 | 9 | 11.40 | 2.0 | Standard | 143.87 | 35.877859 | No | 0.000000 | 399.707104 | Low_spent_Small_value_payments | 453.295063 | Standard | 395 |
46 | Architect | 35348.120 | 1 | 5 | 12 | 2 | 3 | 0 | 0.00 | 8.0 | Good | 1316.73 | 30.816772 | NM | 32.747967 | 344.861772 | Low_spent_Small_value_payments | 201.457928 | Good | 225 |
45 | Developer | 19012.180 | 4 | 6 | 20 | 3 | 30 | 18 | 19.07 | 9.0 | Standard | 84.05 | 28.669798 | NM | 42.258176 | 109.661668 | Low_spent_Large_value_payments | 272.914990 | Poor | 261 |
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