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ID | Описание | Дата |
---|---|---|
b656ee49-256c-4dfd-8cd0-abd046640de2 | transition real-time architectures | 2010-09-23 |
1f67a507-62c3-4ec6-acb6-657d39d420a2 | re-contextualize mission-critical architectures | 1995-01-31 |
28951dc9-905e-4990-b415-dc85c66b903a | matrix sticky channels | 1997-11-21 |
c071006c-d8d3-4c9a-a3b7-cfada6aa74ef | redefine best-of-breed content | 2024-04-10 |
7358c94b-ad15-462c-bde6-118d08dcb1b4 | streamline cross-media ROI | 1991-04-16 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19 | Lawyer | 97961.960 | 4 | 6 | 6 | 0 | 7 | 12 | 6.46 | 0.0 | Good | 750.95 | 29.853685 | No | 0.000000 | 436.959001 | Low_spent_Medium_value_payments | 663.590666 | Poor | 338 |
44 | Scientist | 11956.285 | 6 | 6 | 11 | 4 | 28 | 9 | 25.75 | 7.0 | Standard | 809.11 | 38.378776 | Yes | 23.838404 | 133.042620 | Low_spent_Small_value_payments | 245.854685 | Standard | 212 |
46 | Journalist | 115827.920 | 7 | 6 | 17 | 2 | 11 | 8 | 4.33 | 3.0 | Standard | 291.71 | 42.302825 | No | 141.923133 | 67.946372 | High_spent_Large_value_payments | 976.063162 | Standard | 209 |
38 | Developer | 28253.720 | 4 | 6 | 14 | 0 | 19 | 12 | 4.93 | 2.0 | Standard | 1098.38 | 39.470556 | Yes | 0.000000 | 149.511875 | Low_spent_Large_value_payments | 366.535792 | Standard | 0 |
39 | Engineer | 84355.980 | 4 | 4 | 9 | 1 | 3 | 3 | 2.07 | 4.0 | Good | 641.33 | 30.508731 | NM | 46.350269 | 298.696264 | High_spent_Small_value_payments | 645.419967 | Good | 0 |
39 | Developer | 38331.370 | 3 | 5 | 1 | 4 | 5 | 2 | 5.89 | 3.0 | Good | 1473.17 | 30.380716 | No | 70.813313 | 61.441232 | High_spent_Medium_value_payments | 417.373538 | Good | 227 |
21 | Entrepreneur | 44962.880 | 3 | 2 | 11 | 1 | 7 | 8 | 9.04 | 0.0 | Good | 565.48 | 30.586725 | No | 18.862868 | 130.751740 | High_spent_Small_value_payments | 462.576058 | Good | 247 |
20 | Writer | 56304.160 | 5 | 7 | 13 | 5 | 19 | 14 | 1.80 | 8.0 | Standard | 1171.42 | 35.703136 | Yes | 157.484440 | 232.233717 | High_spent_Small_value_payments | 316.083177 | Standard | 194 |
51 | Journalist | 32871.960 | 5 | 6 | 14 | 2 | 20 | 8 | 3.59 | 0.0 | Standard | 748.45 | 27.219348 | No | 31.649965 | 113.026297 | High_spent_Small_value_payments | 377.456738 | Standard | 233 |
19 | Musician | 34317.210 | 3 | 6 | 18 | 2 | 28 | 21 | 18.82 | 8.0 | Standard | 1164.47 | 33.941200 | Yes | 53.456652 | 236.881536 | Low_spent_Small_value_payments | 269.938561 | Standard | 79 |
18 | Teacher | 14974.765 | 4 | 5 | 6 | 4 | 18 | 13 | 7.53 | 1.0 | Standard | 1292.04 | 25.473181 | NM | 32.176647 | 70.823054 | High_spent_Small_value_payments | 281.090007 | Standard | 296 |
47 | Journalist | 19705.740 | 5 | 4 | 10 | 2 | 13 | 13 | 8.98 | 0.0 | Standard | 39.75 | 31.719674 | NM | 22.966879 | 121.925000 | Low_spent_Medium_value_payments | 272.822621 | Standard | 185 |
27 | Accountant | 44308.670 | 5 | 3 | 9 | 0 | 8 | 0 | 3.30 | 4.0 | Good | 1394.14 | 24.708016 | No | 0.000000 | 56.484025 | High_spent_Medium_value_payments | 545.454892 | Good | 0 |
41 | Mechanic | 19013.285 | 1 | 5 | 3 | 1 | 14 | 10 | 5.11 | 2.0 | Good | 193.58 | 34.156198 | No | 150.687330 | 103.712299 | Low_spent_Medium_value_payments | 312.499990 | Good | 224 |
26 | Mechanic | 93106.050 | 0 | 4 | 3 | 0 | 15 | 8 | 9.96 | 2.0 | Good | 1454.68 | 37.714454 | No | 0.000000 | 755.325711 | Low_spent_Small_value_payments | 297.658039 | Good | 213 |
25 | Mechanic | 19070.065 | 3 | 5 | 11 | 3 | 14 | 5 | 8.42 | 3.0 | Good | 801.19 | 27.052145 | No | 35.001847 | 49.266554 | Low_spent_Small_value_payments | 346.848808 | Standard | 228 |
24 | Entrepreneur | 26554.520 | 4 | 3 | 20 | 3 | 25 | 11 | 9.72 | 8.0 | Standard | 1114.46 | 38.588044 | Yes | 62.165810 | 63.217245 | Low_spent_Large_value_payments | 356.104611 | Standard | 95 |
19 | Scientist | 81165.560 | 4 | 5 | 3 | 3 | 15 | 4 | 9.99 | 4.0 | Good | 1235.16 | 38.364794 | No | 151.746495 | 384.637894 | Low_spent_Large_value_payments | 420.395277 | Good | 295 |
40 | Media_Manager | 105239.460 | 7 | 5 | 14 | 2 | 18 | 14 | 9.89 | 5.0 | Standard | 1369.89 | 32.777685 | Yes | 171.165698 | 196.114401 | High_spent_Large_value_payments | 762.315402 | Standard | 162 |
32 | Architect | 85455.060 | 4 | 7 | 6 | 3 | 22 | 16 | 2.29 | 3.0 | Good | 146.68 | 34.664569 | No | 161.405543 | 269.318999 | High_spent_Medium_value_payments | 531.800958 | Standard | 241 |
23 | Developer | 87337.080 | 6 | 7 | 18 | 0 | 13 | 10 | 15.86 | 8.0 | Standard | 94.46 | 26.850282 | Yes | 0.000000 | 430.287477 | Low_spent_Medium_value_payments | 593.821523 | Standard | 0 |
19 | Mechanic | 18282.340 | 5 | 10 | 34 | 6 | 9 | 14 | 18.00 | 12.0 | Standard | 1310.97 | 34.022376 | Yes | 85.696837 | 0.000000 | High_spent_Small_value_payments | 245.903396 | Standard | 103 |
48 | Mechanic | 40021.110 | 3 | 5 | 6 | 1 | 7 | 9 | 3.44 | 1.0 | Good | 148.40 | 26.813585 | No | 19.376567 | 326.668089 | Low_spent_Small_value_payments | 267.264593 | Poor | 224 |
26 | Writer | 33467.150 | 7 | 5 | 7 | 0 | 18 | 19 | 3.76 | 6.0 | Good | 1294.23 | 37.552633 | No | 0.000000 | 363.756258 | Low_spent_Small_value_payments | 230.236658 | Good | 366 |
46 | Media_Manager | 132606.690 | 5 | 6 | 7 | 1 | 16 | 12 | 6.52 | 1.0 | Good | 1063.76 | 36.340172 | No | 78.911032 | 282.411556 | High_spent_Large_value_payments | 1007.833163 | Standard | 400 |
20 | Media_Manager | 14639.215 | 4 | 7 | 18 | 4 | 23 | 16 | 9.32 | 7.0 | Standard | 879.98 | 27.514694 | Yes | 40.188627 | 124.131651 | Low_spent_Small_value_payments | 246.673180 | Standard | 163 |
33 | Media_Manager | 72712.200 | 8 | 5 | 16 | 0 | 20 | 13 | 6.93 | 1.0 | Standard | 1431.10 | 35.398305 | NM | 0.000000 | 90.328608 | High_spent_Large_value_payments | 766.606392 | Standard | 349 |
48 | Manager | 38155.640 | 3 | 4 | 5 | 1 | 12 | 1 | 1.63 | 2.0 | Good | 129.15 | 32.587937 | NM | 23.213419 | 113.995812 | Low_spent_Large_value_payments | 426.154435 | Standard | 397 |
19 | Developer | 83340.980 | 2 | 1 | 6 | 1 | 15 | 1 | 11.49 | 4.0 | Good | 943.78 | 27.751056 | No | 53.550958 | 162.592114 | High_spent_Small_value_payments | 741.665094 | Good | 265 |
23 | Media_Manager | 128916.040 | 5 | 6 | 8 | 2 | 7 | 7 | 0.93 | 2.0 | Good | 839.76 | 30.243593 | No | 181.464943 | 512.339345 | Low_spent_Small_value_payments | 685.996045 | Standard | 0 |
43 | Entrepreneur | 16114.245 | 4 | 1 | 10 | 3 | 11 | 12 | 11.92 | 7.0 | Good | 495.74 | 34.507205 | No | 37.445859 | 154.896420 | Low_spent_Small_value_payments | 222.143096 | Good | 315 |
21 | Manager | 87974.280 | 4 | 7 | 10 | 2 | 6 | 9 | 6.75 | 4.0 | Standard | 60.08 | 26.032493 | No | 92.208294 | 465.760133 | Low_spent_Medium_value_payments | 444.250573 | Standard | 227 |
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