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ID | Описание | Дата |
---|---|---|
b53cb988-0466-46f3-99f9-cf5c819f339c | expedite efficient supply-chains | 1972-01-26 |
3249ce4b-d9af-462f-bbdb-ac942f9cbf27 | maximize visionary partnerships | 2024-10-09 |
b5f2145d-b927-4ded-bc7b-1d6bfd04d356 | iterate holistic infrastructures | 1988-06-14 |
f78d772f-c779-4680-b870-c21c2c882372 | benchmark strategic technologies | 2006-10-28 |
d670f546-427a-4b99-886c-a270e231b53b | innovate visionary networks | 1984-08-16 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
30 | Scientist | 174179.640 | 1 | 7 | 8 | 1 | 7 | 0 | 5.68 | 2.0 | Good | 1355.93 | 35.966456 | No | 123.427257 | 192.287301 | High_spent_Large_value_payments | 1358.982442 | Good | 0 |
37 | Journalist | 40514.840 | 2 | 5 | 3 | 3 | 5 | 7 | 2.64 | 5.0 | Good | 151.33 | 25.508206 | No | 55.846856 | 73.976761 | High_spent_Small_value_payments | 481.300049 | Good | 219 |
29 | Mechanic | 143741.200 | 3 | 3 | 18 | 0 | 28 | 19 | 17.12 | 8.0 | Standard | 1073.37 | 33.476584 | Yes | 0.000000 | 971.794921 | Low_spent_Medium_value_payments | 511.648412 | Standard | 284 |
53 | Media_Manager | 32276.420 | 5 | 6 | 17 | 1 | 24 | 18 | 9.03 | 3.0 | Standard | 615.38 | 32.269317 | Yes | 19.544753 | 288.662577 | Low_spent_Small_value_payments | 277.662836 | Standard | 383 |
28 | Developer | 16861.340 | 2 | 6 | 2 | 3 | 0 | 7 | 10.77 | 2.0 | Good | 408.71 | 28.925826 | No | 41.572995 | 59.981680 | High_spent_Medium_value_payments | 293.756492 | Standard | 278 |
25 | Teacher | 16256.300 | 3 | 3 | 8 | 4 | 0 | 0 | 1.65 | 1.0 | Good | 204.66 | 36.136367 | No | 29.896465 | 70.942597 | Low_spent_Small_value_payments | 300.830105 | Standard | 185 |
35 | Architect | 26670.700 | 5 | 4 | 5 | 3 | 6 | 13 | 19.96 | 5.0 | Standard | 502.35 | 38.352794 | NM | 38.989582 | 77.602089 | High_spent_Small_value_payments | 343.064163 | Standard | 134 |
41 | Lawyer | 8973.160 | 6 | 8 | 16 | 5 | 22 | 0 | 0.52 | 10.0 | Bad | 1483.24 | 30.424410 | Yes | 20.278011 | 20.904298 | Low_spent_Medium_value_payments | 315.094025 | Poor | 172 |
55 | Architect | 26877.260 | 4 | 6 | 12 | 0 | 13 | 12 | 17.65 | 0.0 | Standard | 274.99 | 30.165990 | Yes | 0.000000 | 66.694762 | High_spent_Small_value_payments | 401.482405 | Standard | 277 |
26 | Doctor | 21673.570 | 7 | 3 | 16 | 1 | 7 | 16 | 10.66 | 3.0 | Standard | 551.81 | 37.410650 | No | 14.539651 | 0.000000 | Low_spent_Small_value_payments | 320.325819 | Standard | 245 |
42 | Engineer | 11300.335 | 6 | 5 | 13 | 7 | 26 | 18 | 15.10 | 9.0 | Standard | 650.47 | 32.521000 | Yes | 49.243492 | 119.661205 | Low_spent_Small_value_payments | 215.164762 | Standard | 69 |
51 | Scientist | 112056.360 | 5 | 6 | 12 | 2 | 15 | 19 | 0.00 | 1.0 | Standard | 824.36 | 31.932224 | NM | 117.239928 | 239.524704 | High_spent_Medium_value_payments | 841.738368 | Poor | 0 |
32 | Mechanic | 29349.000 | 7 | 6 | 17 | 2 | 28 | 17 | 9.88 | 2.0 | Standard | 1419.52 | 29.629862 | No | 45.313526 | 212.747272 | Low_spent_Large_value_payments | 256.214202 | Standard | 239 |
26 | Mechanic | 32835.910 | 1 | 3 | 1 | 0 | 14 | 4 | 11.27 | 3.0 | Good | 671.88 | 38.462280 | No | 0.000000 | 62.366951 | High_spent_Medium_value_payments | 437.565632 | Standard | 234 |
36 | Lawyer | 22312.070 | 0 | 4 | 4 | 3 | 14 | 6 | 4.04 | 3.0 | Good | 51.37 | 22.702101 | No | 32.891186 | 249.790042 | Low_spent_Small_value_payments | 208.652689 | Good | 279 |
46 | Entrepreneur | 70256.940 | 1 | 4 | 6 | 1 | 24 | 2 | 5.09 | 1.0 | Good | 859.38 | 25.367830 | No | 38.072478 | 244.776287 | Low_spent_Small_value_payments | 596.025735 | Poor | 223 |
23 | Doctor | 59240.000 | 6 | 5 | 9 | 2 | 16 | 14 | 11.56 | 2.0 | Standard | 469.89 | 32.099149 | NM | 69.266164 | 635.125416 | Low_spent_Small_value_payments | 55.375087 | Standard | 0 |
23 | Journalist | 18207.375 | 0 | 3 | 3 | 3 | 8 | 5 | 5.80 | 4.0 | Good | 589.65 | 34.644686 | NM | 35.115457 | 111.368917 | High_spent_Small_value_payments | 273.743752 | Standard | 281 |
46 | Media_Manager | 14707.375 | 3 | 1 | 2 | 0 | 3 | 1 | 9.13 | 4.0 | Good | 516.40 | 41.053867 | No | 0.000000 | 82.115345 | Low_spent_Large_value_payments | 307.746113 | Standard | 192 |
52 | Mechanic | 22171.250 | 4 | 5 | 17 | 3 | 13 | 0 | 15.60 | 0.0 | Standard | 1195.92 | 29.121545 | Yes | 53.610741 | 70.030959 | Low_spent_Medium_value_payments | 320.218716 | Standard | 200 |
47 | Musician | 31318.220 | 7 | 4 | 14 | 3 | 19 | 12 | 9.16 | 1.0 | Standard | 1121.05 | 26.696518 | No | 65.498311 | 329.175097 | Low_spent_Small_value_payments | 146.211759 | Standard | 183 |
55 | Media_Manager | 26861.890 | 3 | 7 | 11 | 0 | 19 | 6 | 2.32 | 2.0 | Good | 372.21 | 23.648442 | No | 0.000000 | 159.233454 | Low_spent_Small_value_payments | 338.215629 | Standard | 0 |
33 | Doctor | 10701.525 | 3 | 5 | 19 | 3 | 13 | 12 | 0.00 | 3.0 | Standard | 158.95 | 30.074762 | NM | 13.791205 | 15.053165 | High_spent_Large_value_payments | 276.335005 | Standard | 367 |
18 | Doctor | 21480.965 | 3 | 2 | 4 | 2 | 4 | 5 | 11.02 | 4.0 | Good | 783.47 | 26.637157 | No | 31.654217 | 234.648667 | Low_spent_Small_value_payments | 198.705157 | Good | 395 |
15 | Journalist | 95025.400 | 6 | 6 | 14 | 0 | 12 | 13 | 10.13 | 7.0 | Standard | 746.50 | 35.023370 | Yes | 0.000000 | 221.459082 | High_spent_Medium_value_payments | 796.919251 | Standard | 105 |
26 | Engineer | 83642.910 | 3 | 5 | 6 | 0 | 25 | 9 | 11.57 | 4.0 | Standard | 793.04 | 27.417441 | Yes | 0.000000 | 179.021568 | High_spent_Medium_value_payments | 774.102682 | Standard | 233 |
49 | Lawyer | 126344.720 | 3 | 4 | 1 | 1 | 5 | 7 | 8.08 | 1.0 | Good | 1198.35 | 37.918268 | No | 95.467877 | 261.663806 | High_spent_Large_value_payments | 947.240983 | Good | 364 |
19 | Teacher | 19852.640 | 5 | 4 | 18 | 2 | 30 | 11 | 18.92 | 8.0 | Standard | 1355.63 | 39.806406 | Yes | 141.659102 | 59.141978 | High_spent_Small_value_payments | 361.231842 | Poor | 201 |
32 | Media_Manager | 26520.900 | 8 | 4 | 15 | 4 | 20 | 12 | 15.63 | 5.0 | Standard | 1182.19 | 38.414113 | Yes | 57.139982 | 21.276094 | High_spent_Large_value_payments | 381.791424 | Standard | 237 |
44 | Media_Manager | 74538.870 | 8 | 5 | 12 | 0 | 8 | 11 | 7.57 | 4.0 | Standard | 1433.43 | 36.178182 | No | 0.000000 | 523.549106 | Low_spent_Medium_value_payments | 384.508144 | Standard | 263 |
31 | Doctor | 14530.755 | 8 | 7 | 7 | 4 | 17 | 8 | 11.69 | 6.0 | Standard | 1279.24 | 35.834928 | Yes | 28.410940 | 35.425114 | Low_spent_Large_value_payments | 324.653571 | Standard | 350 |
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