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ID | Описание | Дата |
---|---|---|
91b61f40-d2f7-4b8d-9b4b-39e0f1d00f66 | iterate vertical partnerships | 1991-06-19 |
43a9ef5d-6b18-4e0f-8834-ea51f5930135 | e-enable bleeding-edge experiences | 1996-04-28 |
08aeb2ab-3cb9-45e8-871d-dcc91c5f6e39 | facilitate value-added schemas | 2008-04-13 |
cf32da64-8a57-4c1e-9a9f-c04181d17c03 | streamline web-enabled platforms | 2024-06-12 |
60125e36-33b4-4261-9160-d759bffa9687 | integrate plug-and-play users | 2010-04-13 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27 | Lawyer | 55000.620 | 3 | 6 | 12 | 0 | 18 | 18 | 0.88 | 0.0 | Standard | 815.35 | 40.581501 | No | 0.000000 | 343.824638 | Low_spent_Small_value_payments | 398.813862 | Standard | 0 |
18 | Journalist | 71368.600 | 6 | 3 | 6 | 0 | 19 | 15 | 10.88 | 8.0 | Standard | 1161.10 | 33.365482 | Yes | 0.000000 | 66.756063 | High_spent_Medium_value_payments | 767.682270 | Standard | 331 |
52 | Mechanic | 105997.470 | 3 | 2 | 8 | 0 | 14 | 2 | 2.85 | 2.0 | Good | 1023.62 | 28.934253 | No | 0.000000 | 97.970408 | High_spent_Large_value_payments | 1013.141842 | Standard | 388 |
24 | Media_Manager | 22251.840 | 4 | 2 | 6 | 3 | 10 | 7 | 11.60 | 1.0 | Good | 310.58 | 33.442751 | NM | 46.019803 | 108.930854 | Low_spent_Small_value_payments | 314.981343 | Good | 255 |
35 | Developer | 117946.440 | 4 | 5 | 1 | 3 | 4 | 0 | 9.51 | 0.0 | Good | 573.65 | 35.357055 | No | 195.531540 | 383.655020 | Low_spent_Medium_value_payments | 699.700440 | Good | 307 |
18 | Architect | 13032.705 | 5 | 6 | 3 | 4 | 10 | 20 | 2.11 | 0.0 | Good | 1497.16 | 30.857864 | No | 28.859890 | 89.814042 | Low_spent_Small_value_payments | 274.531943 | Standard | 307 |
40 | Lawyer | 19008.320 | 4 | 3 | 7 | 2 | 21 | 13 | 7.79 | 7.0 | Standard | 673.99 | 38.491857 | No | 31.093901 | 165.241324 | Low_spent_Small_value_payments | 276.167442 | Standard | 0 |
23 | Mechanic | 142717.440 | 5 | 4 | 13 | 0 | 26 | 16 | 14.99 | 4.0 | Standard | 1413.48 | 33.886730 | Yes | 0.000000 | 439.230700 | Low_spent_Small_value_payments | 1045.481300 | Standard | 197 |
43 | Developer | 96108.540 | 5 | 4 | 12 | 0 | 12 | 5 | 0.52 | 0.0 | Good | 1477.46 | 26.511550 | No | 0.000000 | 532.448564 | High_spent_Small_value_payments | 506.055936 | Standard | 237 |
45 | Developer | 147521.760 | 1 | 1 | 2 | 1 | 10 | 3 | 0.57 | 4.0 | Good | 101.57 | 30.208245 | No | 122.342595 | 454.372886 | High_spent_Medium_value_payments | 931.932519 | Good | 213 |
24 | Teacher | 128675.760 | 4 | 4 | 6 | 2 | 13 | 11 | 0.80 | 3.0 | Good | 53.79 | 31.184689 | No | 199.881989 | 437.366461 | High_spent_Small_value_payments | 669.949550 | Good | 387 |
32 | Writer | 16489.740 | 4 | 3 | 10 | 3 | 18 | 12 | 18.18 | 5.0 | Standard | 1367.75 | 33.051616 | NM | 103.521510 | 41.295139 | Low_spent_Small_value_payments | 334.871219 | Good | 148 |
52 | Musician | 42274.960 | 3 | 7 | 1 | 0 | 12 | 10 | 11.79 | 2.0 | Good | 703.05 | 39.203055 | No | 0.000000 | 81.761585 | High_spent_Small_value_payments | 506.729749 | Good | 376 |
42 | Lawyer | 93871.890 | 5 | 3 | 7 | 2 | 19 | 6 | 7.78 | 0.0 | Good | 1128.58 | 39.181079 | No | 93.601617 | 339.122553 | High_spent_Small_value_payments | 612.241580 | Good | 381 |
24 | Developer | 39323.360 | 7 | 3 | 34 | 3 | 22 | 13 | 7.39 | 7.0 | Standard | 1425.04 | 28.723719 | Yes | 58.674038 | 341.291768 | Low_spent_Medium_value_payments | 226.828861 | Poor | 140 |
34 | Writer | 9999.420 | 8 | 6 | 14 | 3 | 9 | 12 | 1.56 | 2.0 | Standard | 153.12 | 24.331978 | No | 21.635164 | 98.474503 | Low_spent_Small_value_payments | 258.718833 | Standard | 336 |
51 | Architect | 88783.920 | 2 | 1 | 6 | 4 | 4 | 13 | 10.33 | 0.0 | Good | 522.23 | 40.929901 | No | 160.524337 | 59.714074 | High_spent_Large_value_payments | 760.327589 | Good | 225 |
41 | Mechanic | 23129.880 | 5 | 3 | 7 | 2 | 11 | 12 | 4.10 | 1.0 | Good | 868.83 | 31.464573 | No | 28.675538 | 213.643290 | Low_spent_Small_value_payments | 221.230171 | Standard | 183 |
46 | Entrepreneur | 30812.960 | 1 | 7 | 3 | 1 | 7 | 5 | 8.21 | 4.0 | Good | 990.47 | 33.122645 | NM | 24.064890 | 200.176324 | Low_spent_Small_value_payments | 308.033452 | Poor | 354 |
21 | Mechanic | 65735.460 | 7 | 7 | 10 | 4 | 8 | 10 | 13.55 | 7.0 | Standard | 106.96 | 36.958844 | Yes | 129.261943 | 628.469457 | Low_spent_Small_value_payments | 98.864101 | Standard | 399 |
33 | Journalist | 31722.090 | 7 | 5 | 9 | 1 | 7 | 17 | 1.74 | 5.0 | Good | 401.31 | 26.670905 | No | 25.435614 | 57.012089 | High_spent_Small_value_payments | 435.303047 | Good | 374 |
15 | Developer | 147620.680 | 5 | 7 | 5 | 0 | 8 | 10 | 11.90 | 7.0 | Standard | 1082.41 | 29.331246 | Yes | 0.000000 | 517.271495 | Low_spent_Small_value_payments | 978.700838 | Standard | 276 |
47 | Developer | 42193.030 | 3 | 5 | 10 | 1 | 4 | 6 | 1.48 | 2.0 | Good | 1218.38 | 35.639823 | No | 28.532575 | 94.479377 | High_spent_Medium_value_payments | 464.496632 | Good | 317 |
33 | Lawyer | 28836.830 | 7 | 4 | 16 | 0 | 19 | 13 | 12.71 | 8.0 | Standard | 667.56 | 36.807427 | Yes | 0.000000 | 74.390712 | Low_spent_Large_value_payments | 422.516204 | Good | 208 |
29 | Doctor | 31969.220 | 6 | 5 | 8 | 6 | 6 | 17 | 12.98 | 6.0 | Standard | 1334.68 | 29.183669 | NM | 142.965275 | 200.656979 | High_spent_Small_value_payments | 210.987913 | Standard | 75 |
29 | Accountant | 31392.940 | 1 | 1 | 5 | 3 | 9 | 8 | 8.02 | 0.0 | Good | 1493.17 | 34.097873 | No | 47.698128 | 40.535561 | High_spent_Large_value_payments | 429.974145 | Good | 309 |
19 | Teacher | 33479.220 | 5 | 4 | 12 | 0 | 0 | 2 | 11.70 | 2.0 | Good | 1249.18 | 31.214228 | No | 0.000000 | 250.388991 | Low_spent_Medium_value_payments | 306.204509 | Standard | 365 |
22 | Architect | 17807.935 | 6 | 5 | 8 | 3 | 16 | 13 | 9.02 | 1.0 | Standard | 378.11 | 26.594455 | No | 31.326062 | 118.970388 | Low_spent_Medium_value_payments | 284.303009 | Standard | 201 |
23 | Writer | 7377.215 | 8 | 10 | 18 | 7 | 53 | 22 | 9.86 | 11.0 | Bad | 1418.65 | 31.766653 | Yes | 26.565355 | 36.593818 | Low_spent_Small_value_payments | 269.317618 | Poor | 72 |
38 | Writer | 39066.640 | 3 | 1 | 8 | 2 | 11 | 0 | 1.22 | 5.0 | Good | 6.84 | 37.013432 | No | 34.301129 | 61.788894 | High_spent_Small_value_payments | 485.265310 | Good | 0 |
18 | Musician | 117785.200 | 0 | 1 | 3 | 2 | 4 | 2 | 1.75 | 3.0 | Good | 621.66 | 41.234048 | No | 166.362159 | 152.943984 | High_spent_Medium_value_payments | 928.037190 | Good | 0 |
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