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ID | Описание | Дата |
---|---|---|
0504228b-5500-452e-a095-2f9c2b4be9bd | transition distributed action-items | 1995-09-23 |
c6ec44fd-1906-40ec-bc89-a18118b8a91b | re-contextualize rich infrastructures | 2019-12-06 |
051f000a-3ae3-4a5c-b982-d063b94fc5d0 | transform front-end markets | 2011-04-02 |
9c2f4b74-6ca7-49fa-bcb6-8fed8e98e98f | extend plug-and-play action-items | 1974-06-10 |
46dd7cdb-b578-42c7-be6c-5dd7d71b2708 | synergize integrated communities | 1984-07-02 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39 | Manager | 30536.620 | 6 | 6 | 7 | 2 | 19 | 7 | 9.33 | 4.0 | Standard | 687.87 | 31.022659 | Yes | 42.972441 | 96.728994 | High_spent_Medium_value_payments | 353.370398 | Standard | 184 |
34 | Mechanic | 20522.130 | 4 | 5 | 5 | 3 | 26 | 15 | 16.19 | 7.0 | Standard | 233.67 | 30.523036 | Yes | 36.339942 | 121.320053 | Low_spent_Small_value_payments | 278.557755 | Standard | 224 |
32 | Engineer | 41655.160 | 3 | 4 | 5 | 2 | 27 | 19 | 5.72 | 4.0 | Standard | 1240.64 | 31.105352 | No | 66.912509 | 145.536508 | Low_spent_Small_value_payments | 451.877316 | Standard | 349 |
26 | Musician | 81268.800 | 8 | 7 | 19 | 0 | 10 | 17 | 10.91 | 2.0 | Standard | 597.85 | 35.919394 | NM | 0.000000 | 0.000000 | High_spent_Large_value_payments | 846.283647 | Standard | 244 |
48 | Mechanic | 124814.040 | 1 | 3 | 7 | 2 | 26 | 2 | 1.36 | 6.0 | Good | 660.33 | 27.176780 | No | 138.019433 | 899.698826 | Low_spent_Large_value_payments | 248.698741 | Standard | 273 |
42 | Engineer | 88685.320 | 0 | 2 | 3 | 4 | 11 | 0 | 13.75 | 8.0 | Good | 1429.35 | 41.506335 | No | 168.770804 | 288.097266 | High_spent_Medium_value_payments | 534.876263 | Good | 261 |
21 | Musician | 15307.260 | 2 | 1 | 3 | 0 | 5 | 1 | 4.89 | 3.0 | Good | 705.90 | 31.269280 | NM | 0.000000 | 115.630384 | Low_spent_Small_value_payments | 284.130116 | Good | 293 |
28 | Teacher | 11978.875 | 4 | 6 | 11 | 4 | 15 | 12 | 1.30 | 2.0 | Standard | 411.37 | 23.593416 | No | 38.340962 | 0.000000 | High_spent_Medium_value_payments | 280.385012 | Standard | 298 |
51 | Engineer | 97577.280 | 3 | 4 | 12 | 2 | 2 | 7 | 1.75 | 5.0 | Good | 708.73 | 25.583174 | NM | 92.866507 | 655.624683 | Low_spent_Large_value_payments | 312.152810 | Standard | 385 |
40 | Accountant | 30509.400 | 5 | 7 | 8 | 4 | 2 | 12 | 10.95 | 6.0 | Standard | 1496.06 | 34.227248 | Yes | 66.367918 | 31.766381 | High_spent_Large_value_payments | 374.010701 | Good | 0 |
30 | Manager | 66357.140 | 8 | 4 | 8 | 1 | 12 | 11 | 9.66 | 2.0 | Standard | 1414.17 | 33.653083 | No | 47.088136 | 155.652728 | High_spent_Medium_value_payments | 616.135302 | Standard | 240 |
28 | Developer | 31040.140 | 3 | 5 | 16 | 2 | 7 | 8 | 13.77 | 5.0 | Standard | 1288.66 | 28.711566 | NM | 44.316148 | 331.949599 | Low_spent_Small_value_payments | 161.202087 | Standard | 355 |
22 | Accountant | 79626.930 | 4 | 3 | 18 | 3 | 17 | 18 | 13.41 | 7.0 | Standard | 584.53 | 34.692017 | Yes | 150.652699 | 224.649044 | High_spent_Medium_value_payments | 531.156007 | Standard | 359 |
39 | Media_Manager | 66489.740 | 4 | 4 | 17 | 3 | 28 | 9 | 10.18 | 3.0 | Standard | 819.57 | 38.062827 | No | 118.334401 | 0.000000 | High_spent_Medium_value_payments | 479.468091 | Standard | 368 |
33 | Musician | 26886.510 | 5 | 3 | 9 | 6 | 16 | 8 | 10.88 | 6.0 | Standard | 1129.83 | 34.604213 | Yes | 106.632566 | 218.986073 | Low_spent_Medium_value_payments | 206.135611 | Standard | 199 |
20 | Lawyer | 14774.495 | 3 | 6 | 16 | 1 | 5 | 1553 | 5.44 | 3.0 | Standard | 370.12 | 24.435513 | No | 8.373850 | 87.055782 | Low_spent_Small_value_payments | 331.991160 | Standard | 275 |
28 | Lawyer | 35223.940 | 7 | 4 | 17 | 3 | 18 | 11 | 18.56 | 8.0 | Standard | 1269.36 | 27.552329 | Yes | 61.914736 | 117.958797 | High_spent_Small_value_payments | 365.059301 | Standard | 0 |
29 | Journalist | 162590.560 | 5 | 6 | 11 | 0 | 25 | 6 | 11.65 | 4.0 | Good | 1000.11 | 29.354953 | No | 0.000000 | 617.724289 | Low_spent_Medium_value_payments | 1015.797045 | Poor | 0 |
26 | Writer | 61064.080 | 0 | 5 | 7 | 3 | 0 | 6 | 16.37 | 7.0 | Good | 1323.86 | 29.359370 | No | 94.256006 | 150.036785 | Low_spent_Medium_value_payments | 541.074542 | Standard | 251 |
53 | Journalist | 18500.540 | 2 | 3 | 4 | 3 | 3 | 4 | 1.98 | 3.0 | Good | 1153.00 | 31.124746 | No | 41.793259 | 119.904994 | Low_spent_Small_value_payments | 270.872913 | Good | 0 |
51 | Teacher | 125049.780 | 1 | 5 | 7 | 3 | 7 | 10 | 5.70 | 1.0 | Good | 593.96 | 42.551618 | No | 178.137886 | 280.867713 | High_spent_Medium_value_payments | 833.675902 | Good | 238 |
26 | Developer | 59375.220 | 3 | 4 | 5 | 4 | 11 | 5 | 7.33 | 0.0 | Good | 947.54 | 35.153652 | No | 116.833202 | 79.121559 | High_spent_Medium_value_payments | 527.538739 | Good | 302 |
20 | Mechanic | 15051.065 | 5 | 7 | 20 | 2 | 27 | 12 | 14.85 | 8.0 | Standard | 1455.55 | 31.622638 | Yes | 24.269904 | 61.726968 | Low_spent_Small_value_payments | 319.628669 | Standard | 370 |
30 | Entrepreneur | 41296.810 | 3 | 6 | 11 | 1 | 24 | 1 | 0.00 | 1.0 | Good | 761.20 | 25.559959 | No | 33.747327 | 398.474864 | Low_spent_Small_value_payments | 225.817892 | Poor | 233 |
30 | Doctor | 22434.160 | 7 | 7 | 8 | 3 | 29 | 19 | 18.67 | 7.0 | Standard | 273.11 | 34.198844 | Yes | 30.068038 | 192.919043 | Low_spent_Small_value_payments | 283.664252 | Standard | 279 |
18 | Entrepreneur | 81094.960 | 8 | 3 | 18 | 0 | 24 | 13 | 2.03 | 3.0 | Standard | 2.13 | 32.392605 | No | 0.000000 | 83.819545 | High_spent_Medium_value_payments | 825.671788 | Standard | 327 |
39 | Developer | 140254.920 | 5 | 1 | 12 | 0 | 8 | 10 | 1.24 | 3.0 | Good | 663.25 | 40.690499 | No | 0.000000 | 173.581237 | High_spent_Medium_value_payments | 1269.409763 | Standard | 232 |
25 | Developer | 81566.250 | 7 | 6 | 12 | 3 | 13 | 12 | 6.27 | 2.0 | Good | 231.16 | 33.416541 | No | 136.226637 | 137.691525 | High_spent_Large_value_payments | 669.700587 | Good | 362 |
38 | Journalist | 26805.850 | 7 | 7 | 8 | 5 | 2 | 13 | 17.29 | 6.0 | Standard | 1434.01 | 34.053470 | Yes | 100.139276 | 35.693841 | High_spent_Medium_value_payments | 348.448967 | Standard | 154 |
22 | Mechanic | 22157.270 | 6 | 6 | 19 | 4 | 30 | 11 | 8.37 | 8.0 | Standard | 1345.58 | 30.775621 | Yes | 64.041025 | 238.982342 | Low_spent_Small_value_payments | 170.420549 | Standard | 143 |
32 | Accountant | 35739.700 | 4 | 6 | 5 | 0 | 30 | 0 | 3.74 | 3.0 | Good | 404.81 | 29.757638 | No | 0.000000 | 222.338803 | Low_spent_Small_value_payments | 348.692031 | Poor | 248 |
33 | Entrepreneur | 87605.680 | 5 | 7 | 19 | 3 | 34 | 15 | 3.65 | 6.0 | Standard | 512.74 | 39.209506 | Yes | 112.148801 | 470.297887 | Low_spent_Medium_value_payments | 427.500645 | Standard | 359 |
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