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ID | Описание | Дата |
---|---|---|
a08386fb-2e18-439b-8181-90c3faad6580 | leverage 24/365 supply-chains | 2012-08-01 |
d69115c7-ae4f-441f-8cf3-dee302475436 | deliver compelling synergies | 2012-02-23 |
b914aa2d-1af4-4872-93c7-35d35475778c | repurpose impactful initiatives | 2014-05-19 |
9983cc79-c8a4-4a7f-8500-c400033566fb | deliver collaborative e-business | 1984-11-01 |
413a9eb7-d2f7-416a-886f-f237f3779f7f | cultivate enterprise channels | 2023-08-13 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | Accountant | 43070.240 | 3 | 3 | 18 | 1 | 11 | 8 | 8.97 | 4.0 | Standard | 1233.10 | 27.980701 | Yes | 30.576085 | 397.002249 | Low_spent_Small_value_payments | 224.640333 | Standard | 230 |
41 | Writer | 63331.900 | 5 | 4 | 20 | 0 | 13 | 17 | 8.86 | 6.0 | Standard | 362.71 | 35.704947 | Yes | 0.000000 | 167.190623 | Low_spent_Large_value_payments | 617.775211 | Standard | 100 |
15 | Journalist | 46243.560 | 4 | 5 | 13 | 0 | 5 | 14 | 15.79 | 7.0 | Standard | 1455.34 | 32.905415 | Yes | 0.000000 | 363.569885 | Low_spent_Medium_value_payments | 324.793115 | Standard | 355 |
42 | Mechanic | 82196.310 | 8 | 5 | 12 | 0 | 21 | 8 | 19.31 | 0.0 | Standard | 888.94 | 42.351676 | NM | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 720.978345 | Standard | 277 |
29 | Mechanic | 33900.040 | 6 | 5 | 12 | 3 | 24 | 18 | 16.38 | 5.0 | Standard | 593.26 | 25.823271 | Yes | 57.140060 | 214.169565 | Low_spent_Small_value_payments | 296.290709 | Standard | 228 |
16 | Developer | 15784.090 | 8 | 7 | 18 | 6 | 48 | 25 | 2.30 | 7.0 | Bad | 1265.19 | 36.738986 | Yes | 51.765556 | 106.967375 | Low_spent_Medium_value_payments | 263.001152 | Poor | 76 |
31 | Musician | 99912.570 | 1 | 5 | 5 | 1 | 14 | 5 | 1.13 | 1.0 | Good | 148.57 | 35.578862 | No | 64.370272 | 164.081166 | High_spent_Large_value_payments | 873.053312 | Poor | 268 |
30 | Scientist | 74023.530 | 4 | 6 | 8 | 0 | 30 | 13 | 16.66 | 5.0 | Standard | 436.51 | 40.045840 | Yes | 0.000000 | 89.848537 | High_spent_Large_value_payments | 783.714213 | Standard | 115 |
45 | Accountant | 29594.870 | 5 | 6 | 7 | 3 | 29 | 8 | 9.69 | 11.0 | Standard | 772.83 | 23.572389 | Yes | 70.195078 | 95.134002 | High_spent_Small_value_payments | 343.994836 | Standard | 357 |
33 | Doctor | 26347.020 | 4 | 7 | 17 | 2 | 6 | 9 | 1.18 | 3.0 | Standard | 409.12 | 31.002187 | No | 40.149627 | 34.671520 | High_spent_Large_value_payments | 371.237353 | Standard | 225 |
31 | Entrepreneur | 14214.460 | 4 | 7 | 19 | 4 | 12 | 0 | 12.70 | 7.0 | Standard | 908.46 | 33.572468 | Yes | 41.886166 | 43.748095 | Low_spent_Large_value_payments | 274.219572 | Standard | 0 |
40 | Scientist | 98690.800 | 4 | 6 | 9 | 1 | 6 | 17 | 8.76 | 0.0 | Good | 706.96 | 40.496861 | No | 55.004408 | 504.271703 | Low_spent_Medium_value_payments | 546.947223 | Poor | 316 |
39 | Writer | 34126.190 | 5 | 7 | 10 | 3 | 6 | 15 | 12.51 | 6.0 | Standard | 963.43 | 30.970502 | Yes | 50.647099 | 141.464110 | High_spent_Small_value_payments | 329.873707 | Standard | 149 |
45 | Musician | 41647.600 | 9 | 8 | 33 | 5 | 48 | 21 | 10.66 | 12.0 | Bad | 1303.11 | 33.151353 | Yes | 170.432924 | 212.984857 | Low_spent_Small_value_payments | 247.745553 | Poor | 184 |
37 | Mechanic | 14981.390 | 2 | 7 | 5 | 4 | 2 | 6 | 0.63 | 4.0 | Good | 1122.46 | 38.078804 | No | 38.115968 | 86.943447 | Low_spent_Medium_value_payments | 301.085502 | Standard | 382 |
25 | Mechanic | 123050.200 | 3 | 3 | 7 | 3 | 9 | 9 | 2.36 | 0.0 | Good | 512.24 | 36.284143 | No | 180.189169 | 443.824147 | High_spent_Small_value_payments | 653.805017 | Poor | 347 |
23 | Doctor | 39126.010 | 3 | 6 | 11 | 4 | 5 | 5 | 3.73 | 1.0 | Good | 208.02 | 25.785199 | NM | 71.198704 | 330.861510 | Low_spent_Medium_value_payments | 219.289869 | Standard | 385 |
25 | Engineer | 29374.770 | 3 | 7 | 6 | 2 | 23 | 13 | 16.65 | 7.0 | Standard | 1189.37 | 30.769750 | Yes | 40.264074 | 31.381811 | High_spent_Medium_value_payments | 416.143865 | Standard | 239 |
25 | Developer | 32520.930 | 8 | 3 | 7 | 0 | 19 | 13 | 7.95 | 3.0 | Standard | 1212.98 | 29.403070 | Yes | 0.000000 | 59.314303 | High_spent_Large_value_payments | 467.493447 | Standard | 230 |
21 | Architect | 106525.290 | 0 | 6 | 6 | 1 | 10 | 1 | 7.13 | 4.0 | Good | 147.50 | 42.680208 | No | 78.271158 | 70.868259 | High_spent_Large_value_payments | 994.871333 | Standard | 198 |
49 | Accountant | 160057.960 | 4 | 4 | 1 | 1 | 4 | 9 | 1.78 | 7.0 | Good | 322.27 | 42.554062 | No | 80.668907 | 323.701488 | High_spent_Large_value_payments | 1177.345938 | Standard | 316 |
40 | Architect | 35198.010 | 3 | 7 | 9 | 2 | 11 | 11 | 3.28 | 3.0 | Good | 863.31 | 39.846451 | No | 43.606822 | 99.364002 | High_spent_Medium_value_payments | 393.445927 | Good | 389 |
45 | Mechanic | 84504.510 | 6 | 3 | 10 | 1 | 14 | 19 | 2.29 | 0.0 | Good | 1273.32 | 41.660071 | No | 36.822939 | 53.784941 | High_spent_Large_value_payments | 862.896370 | Good | 218 |
18 | Scientist | 38883.920 | 6 | 3 | 11 | 2 | 16 | 8 | 23.80 | 7.0 | Standard | 23.58 | 26.821077 | Yes | 53.585137 | 65.657163 | High_spent_Medium_value_payments | 447.090367 | Standard | 324 |
31 | Doctor | 34217.660 | 4 | 3 | 11 | 1 | 7 | 9 | 5.39 | 2.0 | Good | 459.10 | 37.405618 | No | 15.081411 | 167.939210 | Low_spent_Small_value_payments | 386.426546 | Good | 292 |
47 | Scientist | 54936.200 | 4 | 3 | 6 | 4 | 20 | 13 | 6.90 | 2.0 | Standard | 1142.13 | 39.700148 | NM | 131.616379 | 173.347096 | High_spent_Medium_value_payments | 387.038192 | Standard | 337 |
52 | Musician | 78261.620 | 1 | 1 | 6 | 3 | 7 | 4 | 7.66 | 3.0 | Good | 431.77 | 39.570206 | NM | 111.155884 | 163.330537 | High_spent_Large_value_payments | 602.893746 | Good | 315 |
43 | Musician | 12287.430 | 4 | 3 | 19 | 2 | 7 | 13 | 12.21 | 5.0 | Standard | 1271.65 | 35.485104 | Yes | 14.308028 | 20.742997 | High_spent_Large_value_payments | 316.944225 | Standard | 71 |
56 | Lawyer | 20817.395 | 5 | 5 | 4 | 3 | 3 | 11 | 11.17 | 5.0 | Good | 1034.51 | 31.276287 | No | 51.261567 | 74.471681 | Low_spent_Large_value_payments | 321.645044 | Good | 234 |
18 | Engineer | 13347.835 | 5 | 7 | 19 | 2 | 9 | 19 | 18.66 | 4.0 | Standard | 536.50 | 26.936198 | Yes | 15.758047 | 84.043387 | Low_spent_Small_value_payments | 296.630524 | Poor | 0 |
25 | Teacher | 17628.000 | 7 | 4 | 18 | 6 | 5 | 20 | 18.20 | 7.0 | Standard | 1443.38 | 35.716769 | Yes | 79.651607 | 210.832188 | Low_spent_Small_value_payments | 162.016205 | Standard | 210 |
17 | Lawyer | 15745.020 | 5 | 6 | 17 | 5 | 21 | 10 | 18.33 | 8.0 | Standard | 828.56 | 34.079119 | Yes | 34.166485 | 116.293638 | Low_spent_Small_value_payments | 244.348377 | Standard | 229 |
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