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ID | Описание | Дата |
---|---|---|
b81aee37-6256-47c4-9ed3-b4ab545e1d4d | transform synergistic mindshare | 2005-03-23 |
66053bde-9b47-46a5-a57a-11fa3a80f8f2 | aggregate real-time systems | 1978-05-16 |
541e0eaf-2156-44ca-ba8d-49b79b8f25ab | e-enable next-generation functionalities | 2023-11-13 |
4682ef38-4e81-42de-a6dd-87e195affbea | transform proactive systems | 1996-12-29 |
9903c6a8-0c7c-48f7-8d71-f68a75c5155f | revolutionize cross-media action-items | 2013-10-04 |
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 | Mechanic | 25020.070 | 4 | 3 | 10 | 1 | 18 | 9 | 9.10 | 3.0 | Standard | 94.75 | 32.184484 | No | 17.066281 | 46.072772 | Low_spent_Large_value_payments | 399.661531 | Standard | 266 |
21 | Media_Manager | 15399.520 | 4 | 3 | 18 | 1 | 25 | 14 | 18.03 | 2.0 | Standard | 556.93 | 31.893107 | NM | 11.418615 | 120.868418 | Low_spent_Small_value_payments | 301.542300 | Standard | 339 |
26 | Teacher | 45403.100 | 5 | 5 | 8 | 0 | 19 | 12 | 10.70 | 3.0 | Standard | 721.95 | 33.592119 | No | 0.000000 | 130.908286 | High_spent_Medium_value_payments | 472.750881 | Standard | 211 |
33 | Doctor | 17416.750 | 5 | 6 | 12 | 4 | 6 | 10 | 10.10 | 0.0 | Good | 505.44 | 36.560410 | No | 36.559186 | 0.000000 | Low_spent_Medium_value_payments | 249.728376 | Good | 364 |
19 | Lawyer | 19092.790 | 10 | 8 | 19 | 7 | 43 | 15 | 5.99 | 9.0 | Bad | 1445.08 | 34.487489 | Yes | 64.616802 | 0.000000 | Low_spent_Small_value_payments | 306.081329 | Poor | 129 |
41 | Doctor | 32152.320 | 4 | 3 | 5 | 1 | 20 | 17 | 2.57 | 3.0 | Standard | 1100.76 | 23.115880 | NM | 22.751784 | 90.130189 | High_spent_Medium_value_payments | 384.654027 | Standard | 374 |
50 | Mechanic | 97010.160 | 1 | 7 | 3 | 0 | 5 | 1 | 0.71 | 4.0 | Good | 248.84 | 33.114222 | No | 0.000000 | 249.397283 | Low_spent_Medium_value_payments | 848.420717 | Poor | 360 |
27 | Accountant | 30093.320 | 2 | 4 | 11 | 1 | 2 | 5 | 8.94 | 0.0 | Good | 22.88 | 33.545410 | No | 150.427634 | 143.358484 | Low_spent_Large_value_payments | 351.443827 | Good | 321 |
18 | Accountant | 92497.500 | 3 | 3 | 3 | 0 | 1 | 3 | 0.52 | 0.0 | Good | 406.94 | 25.776014 | No | 0.000000 | 649.084331 | Low_spent_Medium_value_payments | 420.828169 | Standard | 349 |
33 | Mechanic | 33492.570 | 7 | 4 | 20 | 2 | 24 | 11 | 9.55 | 7.0 | Standard | 1360.32 | 34.761602 | Yes | 52.963859 | 66.765531 | High_spent_Small_value_payments | 409.475361 | Standard | 85 |
45 | Accountant | 34257.690 | 3 | 5 | 9 | 3 | 15 | 20 | 5.38 | 6.0 | Standard | 777.19 | 37.002914 | No | 50.992522 | 94.236796 | High_spent_Medium_value_payments | 415.951432 | Standard | 230 |
27 | Engineer | 39123.420 | 6 | 5 | 15 | 3 | 7 | 19 | 8.47 | 5.0 | Standard | 139.77 | 24.135280 | NM | 64.498423 | 345.348254 | Low_spent_Small_value_payments | 182.181823 | Poor | 190 |
36 | Lawyer | 12338.465 | 5 | 5 | 2 | 1 | 18 | 17 | 6.52 | 0.0 | Good | 352.92 | 27.951894 | No | 10.218511 | 40.869134 | Low_spent_Large_value_payments | 292.732897 | Poor | 382 |
26 | Engineer | 30789.350 | 5 | 4 | 7 | 4 | 5 | 6 | 5.72 | 6.0 | Good | 1106.11 | 27.378068 | No | 73.865700 | 26.687269 | High_spent_Large_value_payments | 413.324948 | Good | 245 |
39 | Musician | 20547.590 | 6 | 4 | 13 | 1 | 20 | 17 | 19.46 | 4.0 | Standard | 942.99 | 31.177613 | Yes | 120.245843 | 116.376006 | Low_spent_Small_value_payments | 307.704645 | Standard | 213 |
29 | Architect | 32842.440 | 5 | 3 | 5 | 3 | 21 | 0 | 15.08 | 3.0 | Standard | 1399.25 | 32.308800 | Yes | 48.041551 | 139.415029 | High_spent_Small_value_payments | 363.130421 | Standard | 383 |
32 | Journalist | 91870.710 | 2 | 4 | 5 | 2 | 12 | 0 | 10.71 | 2.0 | Good | 90.19 | 39.741552 | No | 105.737241 | 65.905926 | High_spent_Large_value_payments | 863.046083 | Good | 383 |
50 | Lawyer | 40656.600 | 0 | 6 | 7 | 1 | 25 | 9 | 1.21 | 2.0 | Good | 681.37 | 28.260947 | No | 33.152931 | 78.773742 | High_spent_Large_value_payments | 475.278327 | Poor | 215 |
51 | Accountant | 36850.650 | 6 | 3 | 19 | 3 | 13 | 16 | 10.77 | 0.0 | Standard | 420.06 | 36.296125 | NM | 52.517522 | 181.727905 | Low_spent_Medium_value_payments | 372.443323 | Standard | 309 |
33 | Lawyer | 59714.200 | 4 | 5 | 5 | 1 | 5 | 20 | 12.45 | 4.0 | Standard | 425.17 | 32.489501 | Yes | 27.779995 | 319.687329 | Low_spent_Small_value_payments | 456.151009 | Standard | 211 |
56 | Media_Manager | 60919.840 | 0 | 6 | 7 | 3 | 6 | 2 | 11.88 | 1.0 | Good | 1338.17 | 24.816071 | No | 145.838492 | 0.000000 | High_spent_Small_value_payments | 392.656773 | Good | 240 |
24 | Journalist | 34570.080 | 3 | 7 | 7 | 1 | 4 | 2 | 7.63 | 3.0 | Good | 200.32 | 26.129726 | No | 17.078007 | 56.017374 | High_spent_Medium_value_payments | 487.188619 | Standard | 233 |
45 | Architect | 80011.640 | 7 | 6 | 18 | 4 | 9 | 0 | 17.80 | 8.0 | Standard | 792.92 | 30.244054 | Yes | 154.561614 | 156.695998 | High_spent_Large_value_payments | 611.206055 | Standard | 0 |
22 | Doctor | 61017.930 | 4 | 3 | 7 | 3 | 15 | 19 | 11.13 | 4.0 | Standard | 1399.51 | 32.695737 | No | 132.886383 | 235.328855 | Low_spent_Large_value_payments | 407.267511 | Standard | 231 |
23 | Scientist | 32612.360 | 5 | 5 | 12 | 4 | 9 | 11 | 8.44 | 0.0 | Good | 809.94 | 26.551949 | No | 91.578987 | 237.763147 | Low_spent_Large_value_payments | 207.727533 | Good | 392 |
50 | Manager | 22158.995 | 2 | 5 | 5 | 1 | 7 | 0 | 11.53 | 4.0 | Good | 720.06 | 40.723687 | No | 18.407981 | 137.069088 | Low_spent_Small_value_payments | 294.281222 | Good | 318 |
26 | Journalist | 25626.880 | 8 | 5 | 20 | 3 | 19 | 8 | 15.11 | 4.0 | Standard | 157.69 | 24.677737 | Yes | 145.772228 | 150.888646 | High_spent_Small_value_payments | 288.978683 | Standard | 0 |
48 | Writer | 86776.590 | 8 | 7 | 16 | 3 | 13 | 11 | 4.95 | 1.0 | Standard | 638.99 | 34.475820 | No | 128.307844 | 939.582256 | Low_spent_Small_value_payments | 0.000000 | Standard | 281 |
39 | Accountant | 58510.300 | 7 | 4 | 12 | 0 | 18 | 11 | 2.45 | 4.0 | Standard | 984.82 | 39.663318 | No | 0.000000 | 97.584257 | High_spent_Small_value_payments | 659.201576 | Standard | 215 |
37 | Musician | 68140.200 | 3 | 5 | 14 | 0 | 21 | 14 | 0.30 | 1.0 | Standard | 204.73 | 25.226470 | NM | 0.000000 | 136.256540 | High_spent_Medium_value_payments | 702.878460 | Standard | 337 |
25 | Entrepreneur | 33741.620 | 6 | 6 | 12 | 5 | 27 | 19 | 17.09 | 4.0 | Standard | 1428.31 | 23.829973 | Yes | 80.269346 | 107.782932 | Low_spent_Medium_value_payments | 384.327889 | Standard | 166 |
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