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ID | Описание | Дата |
---|---|---|
19c3c0e7-2fd7-4a8b-bd13-81a246af03a3 | e-enable viral channels | 2024-05-26 |
9797d208-9142-49ab-a7eb-0d4fc798be3a | matrix viral networks | 2013-06-18 |
b29e26fe-105e-4e13-b360-31e4e80749a3 | target leading-edge systems | 2013-03-05 |
de4f0d52-cb52-4a1b-abf8-5a9cefcd83b1 | facilitate frictionless action-items | 1996-12-25 |
f48b53a7-214c-4a12-b0fb-9da53d9947a9 | evolve collaborative supply-chains | 1998-12-18 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42 | Developer | 15305.46 | 0 | 7 | 2 | 2 | 14 | 2 | 10.95 | 0.0 | Good | 642.42 | 36.355201 | No | 20.301654 | 103.455147 | Low_spent_Small_value_payments | 289.288700 | Standard | 184 |
52 | Journalist | 33815.65 | 5 | 1 | 2 | 4 | 14 | 0 | 11.61 | 3.0 | Good | 91.55 | 27.899065 | No | 112.356688 | 0.000000 | Low_spent_Large_value_payments | 257.589008 | Good | 184 |
35 | Writer | 40602.72 | 4 | 6 | 14 | 3 | 8 | 12 | 8.08 | 2.0 | Standard | 1314.56 | 26.616088 | NM | 96.203985 | 38.195488 | High_spent_Large_value_payments | 423.356527 | Standard | 358 |
35 | Lawyer | 30132.24 | 7 | 3 | 10 | 0 | 24 | 21 | 9.64 | 7.0 | Standard | 162.58 | 23.838042 | Yes | 0.000000 | 209.605627 | Low_spent_Large_value_payments | 338.596373 | Standard | 95 |
31 | Architect | 10250.20 | 7 | 4 | 19 | 4 | 21 | 17 | 8.04 | 6.0 | Standard | 1437.24 | 37.059285 | Yes | 30.957340 | 72.545005 | Low_spent_Small_value_payments | 273.815988 | Poor | 104 |
22 | Entrepreneur | 31156.18 | 7 | 4 | 15 | 5 | 5 | 12 | 19.65 | 7.0 | Standard | 159.08 | 25.206191 | Yes | 113.901186 | 43.927862 | High_spent_Large_value_payments | 329.005786 | Standard | 227 |
25 | Mechanic | 102023.40 | 6 | 5 | 6 | 0 | 17 | 22 | 11.41 | 3.0 | Good | 271.96 | 32.573334 | No | 0.000000 | 142.368730 | High_spent_Large_value_payments | 951.226270 | Poor | 265 |
45 | Developer | 48610.06 | 5 | 4 | 10 | 3 | 15 | 20 | 14.27 | 6.0 | Standard | 1175.65 | 26.037156 | Yes | 74.059794 | 212.456457 | High_spent_Small_value_payments | 397.367582 | Good | 143 |
49 | Doctor | 148678.44 | 3 | 4 | 1 | 1 | 13 | 8 | 9.66 | 0.0 | Good | 955.93 | 32.423012 | No | 109.174390 | 430.854486 | Low_spent_Large_value_payments | 965.358124 | Standard | 186 |
55 | Engineer | 35094.85 | 0 | 3 | 6 | 2 | 2 | 0 | 8.41 | 1.0 | Good | 968.42 | 24.351247 | No | 37.447725 | 143.743467 | Low_spent_Large_value_payments | 385.665891 | Standard | 313 |
44 | Accountant | 24693.09 | 4 | 5 | 5 | 3 | 11 | 14 | 8.34 | 0.0 | Standard | 251.40 | 38.430260 | NM | 46.784639 | 204.418059 | Low_spent_Small_value_payments | 264.473052 | Standard | 378 |
29 | Accountant | 127273.88 | 8 | 4 | 14 | 1 | 26 | 13 | 12.27 | 2.0 | Standard | 556.02 | 40.732332 | No | 60.432153 | 317.210065 | Low_spent_Large_value_payments | 963.373449 | Good | 307 |
50 | Teacher | 18128.10 | 3 | 3 | 12 | 4 | 0 | 20 | 11.91 | 2.0 | Standard | 372.17 | 32.769823 | Yes | 56.649159 | 26.622885 | High_spent_Medium_value_payments | 339.695456 | Standard | 254 |
48 | Architect | 73639.72 | 6 | 7 | 18 | 0 | 27 | 12 | 15.06 | 3.0 | Standard | 1433.03 | 26.083455 | Yes | 0.000000 | 0.000000 | High_spent_Large_value_payments | 699.917954 | Standard | 232 |
54 | Lawyer | 20867.67 | 6 | 6 | 5 | 3 | 5 | 19 | 10.34 | 2.0 | Standard | 912.86 | 26.241517 | No | 46.667521 | 31.720835 | High_spent_Large_value_payments | 331.208894 | Standard | 262 |
26 | Scientist | 85721.82 | 4 | 3 | 8 | 0 | 14 | 1 | 8.82 | 4.0 | Good | 1149.07 | 25.529996 | No | 0.000000 | 379.807512 | High_spent_Small_value_payments | 598.440988 | Poor | 0 |
25 | Doctor | 28097.20 | 0 | 7 | 4 | 0 | 7 | 8 | 5.44 | 0.0 | Good | 644.34 | 35.687535 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 444.252771 | Standard | 351 |
27 | Doctor | 16133.43 | 6 | 7 | 16 | 2 | 43 | 23 | 9.64 | 11.0 | Bad | 1494.81 | 31.937528 | Yes | 24.257118 | 49.375520 | Low_spent_Small_value_payments | 344.712612 | Poor | 142 |
51 | Mechanic | 72740.96 | 5 | 4 | 16 | 4 | 21 | 20 | 13.01 | 0.0 | Standard | 724.81 | 25.597835 | Yes | 152.739894 | 405.190961 | Low_spent_Small_value_payments | 362.843812 | Standard | 228 |
55 | Architect | 81583.00 | 0 | 6 | 10 | 3 | 6 | 9 | 9.68 | 3.0 | Good | 328.19 | 24.950274 | No | 139.631035 | 833.542267 | Low_spent_Small_value_payments | 0.000000 | Standard | 361 |
20 | Architect | 25444.95 | 8 | 6 | 10 | 2 | 21 | 19 | 11.22 | 8.0 | Standard | 249.67 | 27.094122 | Yes | 30.781695 | 96.451530 | High_spent_Medium_value_payments | 357.008026 | Standard | 190 |
22 | Journalist | 83358.30 | 5 | 3 | 5 | 3 | 6 | 6 | 2.66 | 4.0 | Good | 727.88 | 31.198636 | No | 169.936005 | 162.039877 | High_spent_Large_value_payments | 597.676618 | Good | 363 |
25 | Scientist | 38073.20 | 2 | 4 | 5 | 1 | 14 | 3 | 1.05 | 2.0 | Good | 196.95 | 36.820603 | No | 28.551433 | 0.000000 | Low_spent_Large_value_payments | 483.140030 | Standard | 239 |
54 | Media_Manager | 116428.12 | 5 | 4 | 8 | 1 | 3 | 2 | 1.69 | 1.0 | Good | 463.59 | 41.463556 | NM | 61.132048 | 88.062918 | High_spent_Large_value_payments | 1064.839367 | Standard | 280 |
37 | Writer | 28443.42 | 7 | 4 | 9 | 2 | 21 | 11 | 7.23 | 4.0 | Standard | 1476.31 | 32.455817 | No | 39.807482 | 107.192262 | High_spent_Small_value_payments | 344.428757 | Good | 289 |
35 | Writer | 18995.89 | 2 | 3 | 6 | 0 | 11 | 2 | 8.42 | 4.0 | Good | 953.75 | 36.289085 | No | 0.000000 | 120.907009 | Low_spent_Medium_value_payments | 318.892074 | Standard | 300 |
31 | Lawyer | 88120.12 | 5 | 6 | 15 | 4 | 6 | 12 | 10.48 | 2.0 | Standard | 534.85 | 25.671830 | No | 164.978777 | 514.037164 | Low_spent_Small_value_payments | 348.718393 | Standard | 403 |
43 | Writer | 34774.65 | 6 | 4 | 17 | 5 | 16 | 13 | 15.02 | 4.0 | Standard | 887.48 | 32.682496 | Yes | 78.408726 | 102.461922 | Low_spent_Small_value_payments | 401.718103 | Standard | 181 |
28 | Writer | 35413.43 | 6 | 4 | 6 | 3 | 5 | 9 | 4.48 | 5.0 | Standard | 381.28 | 26.874587 | Yes | 67.252877 | 117.240581 | Low_spent_Medium_value_payments | 381.518458 | Poor | 392 |
20 | Accountant | 131557.44 | 4 | 6 | 6 | 1 | 25 | 20 | 11.70 | 5.0 | Standard | 1031.15 | 46.230683 | Yes | 100.565104 | 200.236114 | High_spent_Large_value_payments | 1053.610781 | Poor | 382 |
37 | Manager | 37578.61 | 0 | 5 | 5 | 4 | 3 | 0 | 6.72 | 0.0 | Good | 855.61 | 32.159409 | No | 83.273664 | 104.921617 | High_spent_Medium_value_payments | 379.759803 | Standard | 378 |
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