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ID | Описание | Дата |
---|---|---|
d6e092b0-576c-4c0e-aa09-4d827e6c96e2 | mesh efficient architectures | 1993-12-26 |
e977cb5e-f07d-45b9-b96c-537e86b71a87 | enhance one-to-one web-readiness | 2024-03-17 |
0da05d3c-2537-47c2-8c12-aeb3b2ada096 | disintermediate synergistic communities | 1973-08-16 |
ca6b4120-254e-4b60-a74f-4f38a972b1a6 | redefine B2C markets | 1973-05-14 |
33e8f25a-b1fa-4525-a6bc-0270587e4a05 | disintermediate revolutionary supply-chains | 1998-07-22 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
54 | Musician | 17853.500 | 5 | 4 | 12 | 2 | 13 | 10 | 1.95 | 4.0 | Good | 990.35 | 27.929854 | No | 18.022704 | 129.877960 | Low_spent_Small_value_payments | 264.778503 | Good | 0 |
17 | Developer | 41086.400 | 3 | 4 | 6 | 7 | 10 | 17 | 17.86 | 10.0 | Standard | 113.98 | 24.689003 | NM | 145.544320 | 97.258469 | High_spent_Small_value_payments | 383.283877 | Standard | 142 |
38 | Architect | 13050.620 | 7 | 7 | 20 | 2 | 19 | 22 | 19.98 | 3.0 | Standard | 1005.81 | 31.342119 | Yes | 11.092094 | 85.499210 | Low_spent_Large_value_payments | 282.463863 | Standard | 230 |
21 | Architect | 118462.560 | 2 | 3 | 2 | 2 | 2 | 7 | 3.81 | 3.0 | Good | 1404.39 | 27.815108 | No | 128.941129 | 584.188624 | Low_spent_Small_value_payments | 547.158247 | Standard | 338 |
41 | Journalist | 8446.315 | 9 | 6 | 18 | 6 | 19 | 13 | 11.05 | 10.0 | Standard | 1291.00 | 35.783976 | Yes | 28.201959 | 23.788354 | Low_spent_Medium_value_payments | 290.795645 | Poor | 111 |
36 | Lawyer | 19667.890 | 9 | 9 | 32 | 7 | 20 | 12 | 11.91 | 6.0 | Standard | 1399.97 | 34.189414 | Yes | 95.666548 | 63.168619 | High_spent_Small_value_payments | 250.763916 | Poor | 215 |
50 | Entrepreneur | 29964.040 | 6 | 3 | 12 | 3 | 11 | 14 | 3.73 | 4.0 | Standard | 116.39 | 36.413455 | No | 62.505839 | 71.247960 | High_spent_Small_value_payments | 368.246534 | Standard | 400 |
32 | Entrepreneur | 34630.590 | 5 | 5 | 16 | 3 | 10 | 17 | 10.14 | 4.0 | Standard | 104.41 | 36.763337 | No | 85.658795 | 83.099357 | Low_spent_Large_value_payments | 366.730098 | Good | 0 |
51 | Lawyer | 35205.450 | 3 | 7 | 7 | 3 | 8 | 9 | 9.06 | 4.0 | Good | 671.94 | 26.909040 | No | 57.514937 | 122.393121 | High_spent_Small_value_payments | 396.670692 | Standard | 0 |
52 | Entrepreneur | 16257.915 | 3 | 7 | 2 | 0 | 26 | 16 | 4.03 | 3.0 | Standard | 1452.65 | 38.290128 | No | 0.000000 | 177.005041 | Low_spent_Small_value_payments | 256.577584 | Standard | 0 |
44 | Accountant | 24693.090 | 4 | 5 | 5 | 3 | 13 | 14 | 8.34 | 0.0 | Standard | 251.40 | 31.288530 | Yes | 46.784639 | 87.989399 | High_spent_Small_value_payments | 350.901712 | Standard | 371 |
30 | Media_Manager | 9955.255 | 3 | 7 | 19 | 4 | 12 | 20 | 7.34 | 8.0 | Standard | 447.15 | 25.087978 | Yes | 18.436787 | 37.242263 | Low_spent_Small_value_payments | 317.781409 | Standard | 317 |
42 | Architect | 40600.610 | 4 | 7 | 6 | 2 | 9 | 0 | 5.50 | 2.0 | Good | 1198.96 | 33.444340 | No | 63.614852 | 75.540453 | High_spent_Small_value_payments | 462.883112 | Standard | 255 |
28 | Entrepreneur | 75257.640 | 7 | 3 | 19 | 4 | 10 | 11 | 7.37 | 5.0 | Standard | 499.04 | 26.519895 | Yes | 129.328109 | 103.510141 | High_spent_Medium_value_payments | 648.408750 | Standard | 139 |
44 | Mechanic | 19092.585 | 0 | 7 | 12 | 1 | 10 | 0 | 11.11 | 6.0 | Good | 136.25 | 31.414159 | NM | 9.390404 | 50.602502 | High_spent_Small_value_payments | 330.011969 | Standard | 205 |
44 | Doctor | 27597.710 | 6 | 4 | 13 | 1 | 11 | 12 | 1.08 | 4.0 | Standard | 1353.48 | 35.550626 | NM | 18.340643 | 69.499241 | High_spent_Medium_value_payments | 375.741033 | Standard | 214 |
47 | Entrepreneur | 32959.870 | 2 | 5 | 12 | 4 | 7 | 11 | 0.69 | 0.0 | Good | 1030.14 | 35.888549 | No | 60.940746 | 144.262890 | High_spent_Small_value_payments | 350.561948 | Poor | 213 |
29 | Manager | 14674.175 | 2 | 1 | 6 | 0 | 15 | 12 | 2.70 | 2.0 | Good | 1209.83 | 38.046573 | No | 0.000000 | 149.359180 | Low_spent_Small_value_payments | 260.625612 | Good | 283 |
46 | Journalist | 22159.950 | 8 | 6 | 15 | 0 | 17 | 17 | 11.29 | 7.0 | Standard | 271.30 | 30.266872 | Yes | 0.000000 | 115.938620 | Low_spent_Small_value_payments | 348.027630 | Standard | 254 |
23 | Writer | 17097.565 | 3 | 4 | 10 | 5 | 31 | 6 | 7.86 | 6.0 | Standard | 948.08 | 32.235207 | Yes | 49.279626 | 127.883494 | Low_spent_Small_value_payments | 259.016588 | Standard | 218 |
50 | Architect | 123388.830 | 1 | 4 | 3 | 2 | 12 | 13 | 4.24 | 0.0 | Good | 869.62 | 42.403852 | No | 114.305651 | 162.081337 | High_spent_Large_value_payments | 1004.153262 | Standard | 392 |
26 | Media_Manager | 21468.160 | 8 | 4 | 13 | 2 | 8 | 13 | 1.50 | 3.0 | Standard | 1119.42 | 35.150203 | No | 19.663461 | 0.000000 | Low_spent_Small_value_payments | 240.730903 | Standard | 338 |
24 | Mechanic | 48302.480 | 4 | 4 | 10 | 1 | 9 | 16 | 7.55 | 1.0 | Standard | 843.74 | 35.787518 | Yes | 35.748675 | 135.235581 | Low_spent_Medium_value_payments | 541.536410 | Poor | 290 |
19 | Musician | 50513.120 | 7 | 6 | 10 | 2 | 29 | 12 | 4.55 | 4.0 | Good | 456.26 | 24.594222 | NM | 72.745057 | 427.747561 | Low_spent_Medium_value_payments | 203.450049 | Good | 389 |
15 | Mechanic | 89394.780 | 8 | 3 | 6 | 2 | 13 | 20 | 11.18 | 7.0 | Standard | 1255.14 | 26.510752 | Yes | 134.729084 | 0.000000 | High_spent_Large_value_payments | 789.018614 | Standard | 319 |
44 | Teacher | 39594.660 | 4 | 5 | 8 | 4 | 10 | 4 | 9.25 | 1.0 | Good | 1081.66 | 32.908728 | No | 87.058752 | 0.000000 | Low_spent_Small_value_payments | 361.198995 | Good | 195 |
48 | Media_Manager | 74437.440 | 5 | 7 | 4 | 2 | 3 | 3 | 7.45 | 3.0 | Good | 440.18 | 33.693660 | No | 104.411035 | 431.630748 | Low_spent_Medium_value_payments | 362.370217 | Good | 385 |
30 | Manager | 30616.070 | 1 | 2 | 3 | 0 | 5 | 2 | 9.61 | 3.0 | Good | 1244.22 | 24.217331 | No | 0.000000 | 241.699570 | Low_spent_Small_value_payments | 329.634346 | Standard | 347 |
28 | Doctor | 79649.310 | 7 | 3 | 9 | 3 | 14 | 17 | 2.54 | 3.0 | Good | 821.35 | 28.476476 | No | 126.264143 | 86.138368 | High_spent_Medium_value_payments | 673.441739 | Good | 332 |
19 | Accountant | 131557.440 | 4 | 6 | 6 | 1 | 23 | 21 | 11.70 | 5.0 | Standard | 1031.15 | 34.832811 | Yes | 100.565104 | 713.334061 | Low_spent_Large_value_payments | 570.512835 | Standard | 0 |
33 | Lawyer | 58424.970 | 6 | 3 | 17 | 3 | 13 | 0 | 10.52 | 1.0 | Standard | 52.98 | 27.623855 | Yes | 121.752895 | 535.614977 | Low_spent_Small_value_payments | 122.006877 | Standard | 184 |
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