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ID | Описание | Дата |
---|---|---|
cc888c9a-bc2d-4509-aee5-87c7ea1a3355 | incentivize frictionless supply-chains | 1990-09-13 |
fde5e8b0-c9ff-45dd-82a9-4c503bac7732 | facilitate interactive schemas | 1971-11-08 |
0cd31b74-b618-4f75-8258-bd429a0a7fa3 | maximize extensible schemas | 2005-05-21 |
44b417d9-87dc-4a1b-8496-86d7f25a985d | drive vertical schemas | 1998-06-30 |
c810d29e-8cb5-4656-acfc-f9e03bd41ed0 | benchmark B2C e-services | 2014-11-30 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
16 | Accountant | 33453.080 | 10 | 10 | 23 | 2 | 16 | 8 | 11.30 | 8.0 | Standard | 1498.09 | 23.912243 | Yes | 30.759834 | 329.079871 | Low_spent_Small_value_payments | 196.035962 | Poor | 149 |
53 | Lawyer | 32029.980 | 2 | 5 | 4 | 3 | 8 | 5 | 7.11 | 0.0 | Good | 451.72 | 38.909747 | No | 66.400432 | 41.929816 | High_spent_Medium_value_payments | 400.486251 | Good | 363 |
27 | Scientist | 43452.150 | 3 | 6 | 7 | 5 | 30 | 9 | 4.40 | 6.0 | Standard | 859.42 | 25.768709 | Yes | 155.260137 | 73.989182 | High_spent_Small_value_payments | 417.151932 | Standard | 116 |
36 | Entrepreneur | 73376.940 | 5 | 5 | 10 | 3 | 5 | 0 | 7.51 | 3.0 | Good | 493.15 | 24.231321 | No | 178.470965 | 104.929929 | High_spent_Medium_value_payments | 562.773606 | Poor | 269 |
35 | Mechanic | 15377.550 | 3 | 4 | 5 | 3 | 3 | 0 | 6.51 | 4.0 | Good | 678.99 | 26.341513 | No | 28.989798 | 86.161064 | Low_spent_Small_value_payments | 295.695388 | Standard | 0 |
41 | Lawyer | 128588.560 | 5 | 7 | 6 | 1 | 7 | 9 | 11.36 | 2.0 | Standard | 386.67 | 37.061839 | NM | 80.374790 | 181.779928 | High_spent_Large_value_payments | 1048.616616 | Poor | 0 |
29 | Mechanic | 11831.605 | 6 | 4 | 20 | 4 | 6 | 15 | 2.13 | 0.0 | Standard | 860.80 | 25.833530 | Yes | 33.344671 | 45.999411 | Low_spent_Small_value_payments | 319.052626 | Standard | 339 |
45 | Lawyer | 22182.950 | 7 | 5 | 13 | 4 | 11 | 17 | 10.18 | 5.0 | Standard | 1170.58 | 26.079343 | Yes | 62.257042 | 161.960115 | Low_spent_Small_value_payments | 259.540760 | Standard | 74 |
38 | Manager | 99845.400 | 1 | 1 | 11 | 2 | 10 | 0 | 4.84 | 1.0 | Good | 778.10 | 29.604782 | No | 136.474227 | 295.458207 | High_spent_Medium_value_payments | 678.112566 | Good | 0 |
38 | Accountant | 36841.390 | 0 | 5 | 4 | 1 | 3 | 11 | 3.16 | 4.0 | Good | 414.56 | 41.379632 | No | 29.835762 | 174.506095 | Low_spent_Small_value_payments | 382.269726 | Standard | 199 |
53 | Mechanic | 63051.860 | 2 | 5 | 3 | 1 | 3 | 12 | 4.68 | 5.0 | Good | 1006.09 | 35.397626 | NM | 47.525700 | 0.000000 | Low_spent_Small_value_payments | 425.436047 | Good | 248 |
41 | Lawyer | 53226.520 | 7 | 4 | 17 | 2 | 15 | 14 | 16.84 | 4.0 | Standard | 816.31 | 31.341324 | NM | 60.927303 | 120.620670 | High_spent_Medium_value_payments | 511.706360 | Standard | 211 |
36 | Writer | 76082.250 | 6 | 5 | 13 | 3 | 7 | 17 | 7.80 | 4.0 | Standard | 847.11 | 29.891981 | NM | 186.464783 | 106.302483 | High_spent_Large_value_payments | 555.451484 | Standard | 394 |
26 | Mechanic | 36628.570 | 5 | 4 | 15 | 1 | 12 | 19 | 14.46 | 1.0 | Standard | 982.98 | 33.425110 | Yes | 24.552127 | 307.908926 | Low_spent_Small_value_payments | 241.177030 | Standard | 0 |
27 | Lawyer | 34819.830 | 7 | 3 | 10 | 1 | 19 | 12 | 7.69 | 1.0 | Standard | 905.89 | 41.083313 | Yes | 22.795396 | 180.756669 | High_spent_Small_value_payments | 325.413184 | Standard | 219 |
51 | Teacher | 39057.080 | 0 | 5 | 10 | 4 | 7 | 0 | 0.00 | 4.0 | Good | 359.21 | 35.067838 | No | 108.119675 | 336.996796 | Low_spent_Medium_value_payments | 185.159196 | Standard | 400 |
33 | Engineer | 13627.925 | 5 | 7 | 11 | 7 | 28 | 19 | 12.28 | 4.0 | Standard | 639.32 | 34.762226 | Yes | 39.906356 | 45.610497 | Low_spent_Large_value_payments | 309.349189 | Standard | 88 |
38 | Musician | 131121.750 | 4 | 3 | 2 | 1 | 14 | 5 | 2.88 | 3.0 | Good | 1027.15 | 36.083311 | No | 95.699144 | 0.000000 | Low_spent_Medium_value_payments | 858.778753 | Standard | 225 |
38 | Media_Manager | 28488.560 | 9 | 8 | 27 | 3 | 24 | 19 | 15.16 | 9.0 | Standard | 1305.55 | 33.877231 | Yes | 64.240338 | 0.000000 | Low_spent_Large_value_payments | 259.241864 | Standard | 95 |
40 | Accountant | 99363.880 | 6 | 3 | 15 | 1 | 7 | 6 | 18.67 | 4.0 | Standard | 1099.31 | 38.925039 | Yes | 57.373608 | 344.618433 | High_spent_Medium_value_payments | 670.240293 | Standard | 370 |
54 | Media_Manager | 36966.760 | 5 | 3 | 13 | 0 | 15 | 0 | 11.42 | 3.0 | Standard | 1188.75 | 23.749432 | No | 0.000000 | 104.287250 | High_spent_Medium_value_payments | 433.269084 | Standard | 262 |
49 | Lawyer | 69712.460 | 2 | 3 | 12 | 1 | 13 | 10 | 2.28 | 1.0 | Good | 76.71 | 38.317075 | No | 46.745896 | 0.000000 | High_spent_Medium_value_payments | 711.291863 | Good | 219 |
46 | Developer | 71367.500 | 5 | 4 | 17 | 0 | 23 | 6 | 0.81 | 3.0 | Standard | 363.59 | 34.018674 | Yes | 0.000000 | 405.299256 | Low_spent_Small_value_payments | 470.729910 | Standard | 289 |
47 | Scientist | 35217.020 | 3 | 7 | 13 | 4 | 13 | 12 | 11.58 | 4.0 | Standard | 1290.83 | 23.531461 | NM | 94.185747 | 0.000000 | Low_spent_Small_value_payments | 128.008525 | Standard | 234 |
53 | Media_Manager | 32504.220 | 4 | 7 | 3 | 1 | 14 | 9 | 7.10 | 5.0 | Good | 315.39 | 30.293859 | No | 19.042218 | 156.747730 | Low_spent_Small_value_payments | 378.578552 | Poor | 315 |
43 | Scientist | 37760.220 | 3 | 4 | 3 | 3 | 1 | 10 | 11.60 | 3.0 | Good | 821.10 | 32.865803 | No | 88.485663 | 226.465141 | High_spent_Small_value_payments | 284.417696 | Good | 198 |
42 | Engineer | 63901.050 | 4 | 6 | 19 | 0 | 21 | 20 | 10.49 | 5.0 | Standard | 1253.04 | 29.654552 | No | 0.000000 | 106.798943 | High_spent_Large_value_payments | 674.109807 | Standard | 313 |
22 | Developer | 100666.590 | 3 | 5 | 15 | 4 | 9 | 15 | 14.61 | 2.0 | Standard | 1233.25 | 28.436644 | Yes | 197.792028 | 174.779034 | High_spent_Large_value_payments | 687.817189 | Standard | 228 |
40 | Entrepreneur | 80756.360 | 5 | 3 | 7 | 3 | 0 | 4 | 6.38 | 3.0 | Good | 1356.82 | 26.295102 | No | 189.171173 | 0.000000 | High_spent_Medium_value_payments | 484.570402 | Good | 349 |
51 | Teacher | 14632.300 | 1 | 3 | 11 | 2 | 9 | 13 | 11.25 | 1.0 | Good | 1373.01 | 34.910875 | NM | 15.871915 | 65.355927 | Low_spent_Medium_value_payments | 298.407991 | Standard | 0 |
17 | Developer | 8884.825 | 3 | 5 | 9 | 3 | 17 | 8 | 8.71 | 11.0 | Standard | 446.31 | 27.561148 | Yes | 20.760362 | 57.554199 | Low_spent_Medium_value_payments | 288.625647 | Standard | 189 |
31 | Mechanic | 64511.340 | 7 | 3 | 15 | 0 | 7 | 6 | 18.57 | 2.0 | Standard | 330.60 | 25.437083 | Yes | 0.000000 | 308.149959 | High_spent_Small_value_payments | 495.944541 | Standard | 275 |
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