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ID | Описание | Дата |
---|---|---|
a53398b2-3317-4ed5-be4a-4de084be6c46 | exploit wireless e-commerce | 1972-02-23 |
b60131dc-c323-4090-90e0-369fe7ee6e46 | transform dynamic technologies | 2014-01-11 |
efcb22c2-34d8-42c9-8270-1eff1e3f38d1 | empower efficient solutions | 1985-09-28 |
78365897-5206-48a2-9993-80d6290a08a9 | iterate customized functionalities | 1983-12-11 |
086d266e-550e-4781-b1d4-d69a25962bca | deliver best-of-breed initiatives | 1981-11-02 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
55 | Engineer | 36154.190 | 5 | 3 | 3 | 2 | 9 | 8 | 10.39 | 2.0 | Good | 651.85 | 37.732102 | No | 30.645027 | 0.000000 | Low_spent_Small_value_payments | 346.541045 | Good | 238 |
26 | Scientist | 60585.080 | 8 | 6 | 8 | 2 | 22 | 9 | 4.16 | 4.0 | Good | 461.13 | 30.606280 | No | 84.260825 | 145.615675 | High_spent_Medium_value_payments | 517.899167 | Poor | 295 |
51 | Entrepreneur | 19514.520 | 3 | 3 | 10 | 2 | 27 | 14 | 3.19 | 0.0 | Standard | 170.66 | 28.033350 | Yes | 20.227500 | 210.336870 | Low_spent_Small_value_payments | 246.856630 | Standard | 266 |
48 | Manager | 16523.745 | 1 | 4 | 1 | 4 | 10 | 8 | 10.06 | 4.0 | Good | 455.49 | 38.759817 | No | 52.216169 | 116.838664 | Low_spent_Small_value_payments | 272.643042 | Good | 306 |
43 | Accountant | 17393.160 | 7 | 8 | 23 | 7 | 19 | 25 | 0.83 | 8.0 | Bad | 1396.22 | 33.884343 | Yes | 101.087957 | 88.372733 | Low_spent_Small_value_payments | 223.582310 | Standard | 0 |
25 | Engineer | 33278.280 | 7 | 3 | 11 | 4 | 10 | 9 | 15.93 | 6.0 | Standard | 426.61 | 23.980380 | Yes | 75.953866 | 200.439822 | Low_spent_Small_value_payments | 275.825312 | Poor | 80 |
29 | Manager | 20194.190 | 5 | 7 | 19 | 0 | 6 | 14 | 7.85 | 7.0 | Standard | 189.79 | 38.565862 | Yes | 0.000000 | 29.023574 | High_spent_Medium_value_payments | 398.461342 | Standard | 351 |
23 | Teacher | 90182.310 | 0 | 3 | 12 | 3 | 15 | 5 | 0.00 | 4.0 | Good | 1283.66 | 32.797426 | No | 139.399184 | 166.122132 | High_spent_Medium_value_payments | 696.997933 | Poor | 187 |
39 | Manager | 171873.320 | 3 | 5 | 11 | 0 | 3 | 1 | 4.03 | 2.0 | Good | 932.23 | 31.413940 | NM | 0.000000 | 595.447522 | High_spent_Medium_value_payments | 1083.130144 | Standard | 347 |
33 | Media_Manager | 97009.440 | 1 | 7 | 2 | 0 | 11 | 8 | 7.53 | 1.0 | Good | 472.88 | 41.255904 | No | 0.000000 | 257.174795 | High_spent_Medium_value_payments | 818.537205 | Standard | 257 |
25 | Journalist | 15968.780 | 8 | 7 | 8 | 6 | 13 | 20 | 9.43 | 10.0 | Standard | 279.78 | 35.124430 | NM | 41.786749 | 93.938692 | Low_spent_Small_value_payments | 304.247725 | Poor | 0 |
41 | Mechanic | 147510.760 | 3 | 7 | 8 | 0 | 27 | 1 | 4.97 | 3.0 | Good | 1461.38 | 43.012755 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 1183.156889 | Standard | 194 |
51 | Entrepreneur | 36137.590 | 3 | 4 | 2 | 4 | 6 | 0 | 7.21 | 2.0 | Good | 1261.71 | 36.277219 | No | 73.140842 | 168.405466 | Low_spent_Large_value_payments | 316.100276 | Good | 326 |
48 | Engineer | 19462.925 | 1 | 1 | 8 | 4 | 8 | 10 | 5.51 | 3.0 | Good | 160.30 | 29.542120 | NM | 45.064231 | 140.838850 | Low_spent_Small_value_payments | 265.287961 | Good | 0 |
54 | Doctor | 24057.730 | 3 | 7 | 13 | 3 | 8 | 15 | 7.73 | 1.0 | Standard | 633.61 | 33.865319 | No | 50.042471 | 172.750002 | Low_spent_Small_value_payments | 295.188610 | Standard | 234 |
36 | Media_Manager | 47458.540 | 3 | 3 | 8 | 4 | 5 | 14 | 7.60 | 6.0 | Standard | 566.05 | 34.033045 | Yes | 127.728648 | 241.235536 | High_spent_Small_value_payments | 277.123649 | Standard | 84 |
38 | Entrepreneur | 33827.580 | 8 | 3 | 14 | 2 | 13 | 7 | 17.96 | 0.0 | Standard | 1191.40 | 37.873366 | Yes | 32.360853 | 351.224595 | Low_spent_Small_value_payments | 180.111053 | Standard | 386 |
30 | Manager | 21131.710 | 8 | 5 | 17 | 1 | 5 | 10 | 11.55 | 4.0 | Standard | 34.15 | 30.455779 | Yes | 10.587151 | 0.000000 | High_spent_Large_value_payments | 393.706672 | Standard | 154 |
28 | Media_Manager | 14089.595 | 4 | 7 | 12 | 2 | 11 | 15 | 9.68 | 6.0 | Standard | 586.69 | 30.415550 | NM | 13.369254 | 129.136863 | Low_spent_Small_value_payments | 282.507175 | Standard | 131 |
36 | Writer | 70913.400 | 8 | 4 | 12 | 3 | 15 | 9 | 3.24 | 2.0 | Good | 908.97 | 30.165515 | No | 154.544139 | 107.847665 | High_spent_Medium_value_payments | 600.253195 | Good | 271 |
40 | Media_Manager | 88402.960 | 4 | 5 | 6 | 0 | 13 | 8 | 15.48 | 0.0 | Standard | 885.12 | 36.142420 | Yes | 0.000000 | 171.421997 | High_spent_Large_value_payments | 818.369336 | Standard | 377 |
48 | Lawyer | 31016.600 | 8 | 4 | 5 | 1 | 33 | 18 | 2.29 | 4.0 | Good | 143.75 | 32.571406 | No | 15.449407 | 82.231091 | Low_spent_Medium_value_payments | 447.691169 | Standard | 239 |
53 | Teacher | 78113.560 | 0 | 4 | 9 | 2 | 8 | 10 | 10.28 | 2.0 | Good | 978.30 | 33.817857 | No | 103.398207 | 243.877927 | Low_spent_Large_value_payments | 571.370200 | Poor | 292 |
38 | Doctor | 120061.950 | 3 | 5 | 9 | 2 | 13 | 4 | 5.39 | 1.0 | Good | 803.03 | 25.684835 | No | 135.636927 | 291.985507 | High_spent_Small_value_payments | 825.793816 | Standard | 0 |
22 | Teacher | 36568.050 | 4 | 7 | 12 | 4 | 14 | 0 | 2.83 | 0.0 | Standard | 1417.22 | 38.640581 | Yes | 72.587454 | 119.827162 | High_spent_Small_value_payments | 368.719134 | Standard | 364 |
37 | Media_Manager | 48234.040 | 6 | 6 | 17 | 4 | 19 | 12 | 3.06 | 5.0 | Standard | 447.94 | 24.133838 | No | 153.559689 | 204.629954 | Low_spent_Medium_value_payments | 350.660690 | Standard | 0 |
43 | Architect | 29894.700 | 4 | 3 | 19 | 7 | 20 | 11 | 10.33 | 6.0 | Standard | 1049.20 | 37.930082 | Yes | 95.870089 | 149.968467 | Low_spent_Small_value_payments | 301.183944 | Standard | 154 |
24 | Doctor | 139391.800 | 5 | 4 | 9 | 3 | 27 | 5 | 6.05 | 0.0 | Good | 611.96 | 37.057051 | No | 175.745080 | 146.574788 | High_spent_Medium_value_payments | 1080.378465 | Poor | 393 |
20 | Lawyer | 18983.070 | 1 | 3 | 6 | 0 | 0 | 7 | 8.68 | 0.0 | Good | 1008.20 | 30.148202 | No | 0.000000 | 104.026881 | Low_spent_Small_value_payments | 324.365369 | Standard | 281 |
22 | Scientist | 26135.860 | 8 | 5 | 6 | 2 | 17 | 8 | 15.62 | 2.0 | Standard | 1233.42 | 30.365776 | Yes | 33.711656 | 135.883056 | Low_spent_Large_value_payments | 301.404122 | Good | 326 |
31 | Engineer | 101896.710 | 3 | 5 | 9 | 2 | 6 | 20 | 19.49 | 4.0 | Standard | 1037.16 | 32.844193 | Yes | 152.965851 | 0.000000 | Low_spent_Large_value_payments | 359.109209 | Standard | 316 |
19 | Architect | 39977.210 | 4 | 7 | 11 | 0 | 13 | 10 | 9.62 | 4.0 | Good | 832.09 | 31.252080 | No | 0.000000 | 23.303191 | High_spent_Large_value_payments | 575.040225 | Good | 367 |
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