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ID Описание Дата
03e33c10-c8fc-43f2-ba1d-396e1dc8486d redefine B2B action-items 2025-04-29
7201eb66-ec54-4024-92e7-e0486a939b05 evolve visionary infrastructures 2012-07-20
cee08d0c-3791-4c6b-866f-fd335e60d017 harness interactive portals 2010-06-08
49b73bec-64bb-4e01-a710-9e3adf459a72 evolve holistic infrastructures 2007-10-22
1e5dd521-4926-4b51-9fef-3e81a0756ea8 incentivize integrated applications 1990-08-23

Water Potability Table

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
20 Entrepreneur 41735.550 0 3 8 4 15 4 11.25 3.0 Good 1480.92 35.284285 NM 109.614147 0.000000 Low_spent_Small_value_payments 223.443515 Standard 296
36 Lawyer 32485.420 3 6 7 0 17 13 0.92 2.0 Standard 998.90 39.719990 No 0.000000 73.435346 High_spent_Medium_value_payments 421.676487 Standard 398
20 Architect 89388.720 4 6 6 1 6 8 9.55 0.0 Good 1030.10 32.069995 No 64.353366 707.948636 Low_spent_Large_value_payments 267.203997 Good 384
43 Lawyer 41896.880 5 7 1 4 22 9 6.90 5.0 Good 317.73 30.617052 No 132.318109 51.331368 High_spent_Medium_value_payments 432.791190 Poor 0
35 Mechanic 33645.240 4 6 2 3 8 10 3.47 4.0 Good 1162.68 37.247015 No 58.538691 64.999046 High_spent_Small_value_payments 405.839263 Standard 196
49 Manager 29416.290 4 5 5 4 9 6 0.97 2.0 Good 905.18 33.074148 No 93.327438 184.615606 Low_spent_Small_value_payments 227.192705 Poor 0
42 Mechanic 134439.400 0 3 2 2 0 10 16.57 4.0 Good 199.96 24.513242 No 158.044048 910.089814 Low_spent_Medium_value_payments 314.894471 Good 0
32 Entrepreneur 94545.750 0 6 8 0 13 9 4.74 4.0 Good 384.80 32.923251 No 0.000000 163.644456 High_spent_Large_value_payments 838.136794 Standard 292
35 Engineer 14185.730 0 7 11 3 3 0 0.74 0.0 Good 796.72 40.862641 No 21.773529 28.368919 High_spent_Medium_value_payments 306.971969 Good 374
31 Lawyer 44498.780 4 5 18 3 15 11 11.73 4.0 Standard 1131.03 37.950239 Yes 92.444473 55.749335 High_spent_Medium_value_payments 476.629359 Standard 291
46 Musician 126769.860 5 4 6 1 12 7 6.63 1.0 Good 393.52 29.283517 No 79.733538 255.432867 High_spent_Large_value_payments 931.349095 Good 292
18 Teacher 19742.240 7 6 32 4 22 13 9.55 9.0 Standard 1373.49 33.229322 Yes 52.090958 169.548960 Low_spent_Small_value_payments 230.278748 Poor 108
40 Architect 28012.420 5 7 14 3 24 12 3.93 4.0 Standard 1346.44 28.598307 Yes 68.839655 125.168104 High_spent_Small_value_payments 322.429074 Standard 289
46 Manager 63068.880 2 5 11 3 11 7 11.47 2.0 Good 348.96 33.852980 NM 97.057338 479.476366 Low_spent_Large_value_payments 234.140296 Standard 250
42 Manager 40612.160 3 4 9 0 3 8 5.84 4.0 Good 314.79 24.173646 No 0.000000 0.000000 Low_spent_Small_value_payments 289.587385 Standard 307
44 Developer 31752.100 2 7 6 2 0 9 1.20 3.0 Good 146.20 31.824663 NM 42.943922 108.140863 High_spent_Small_value_payments 385.416048 Standard 288
38 Writer 35081.490 6 6 16 2 23 15 4.57 0.0 Standard 1025.79 33.112724 Yes 51.978551 44.459637 High_spent_Medium_value_payments 458.307562 Standard 312
48 Mechanic 45461.540 6 3 5 2 20 8 10.38 6.0 Standard 647.24 37.580849 No 69.318349 230.440214 Low_spent_Large_value_payments 361.987604 Standard 199
24 Developer 21434.200 6 6 18 6 11 10 10.09 8.0 Standard 1240.70 28.177714 Yes 92.907244 113.566624 Low_spent_Medium_value_payments 269.944465 Standard 88
44 Mechanic 14535.305 8 6 9 4 12 18 8.79 1.0 Standard 413.84 29.459422 No 35.424391 157.578743 Low_spent_Small_value_payments 234.624408 Standard 271
33 Media_Manager 30874.430 4 5 8 2 10 8 3.82 2.0 Good 243.11 33.990636 No 48.267870 147.561654 High_spent_Small_value_payments 323.757393 Poor 264
29 Entrepreneur 111404.520 1 1 11 3 4 0 4.46 0.0 Good 459.86 26.829160 No 155.879984 0.000000 Low_spent_Medium_value_payments 743.138237 Good 355
34 Lawyer 61634.540 3 2 9 2 12 3 3.53 1.0 Good 793.77 35.206195 No 68.856718 131.718251 High_spent_Medium_value_payments 545.146197 Standard 349
30 Architect 106879.710 1 4 11 4 7 7 2.31 7.0 Good 1057.95 23.739853 NM 182.654675 449.356156 High_spent_Small_value_payments 495.653420 Standard 383
24 Teacher 16311.665 5 6 6 4 12 17 8.90 3.0 Standard 598.76 24.558216 No 35.266580 121.638116 Low_spent_Small_value_payments 251.525845 Standard 232
41 Developer 62896.780 3 5 5 1 9 7 4.41 3.0 Good 1297.59 39.127896 No 48.447189 128.231222 High_spent_Medium_value_payments 605.661423 Good 356
31 Engineer 79691.700 3 5 10 0 14 5 0.78 5.0 Good 472.29 33.870277 No 0.000000 250.206139 Low_spent_Small_value_payments 710.291361 Poor 0
53 Journalist 59999.020 4 4 11 2 17 12 0.00 0.0 Good 543.44 39.687544 No 84.249897 181.274469 Low_spent_Medium_value_payments 521.067468 Standard 386
35 Teacher 85742.820 2 2 1 2 0 0 4.74 5.0 Good 1253.52 25.197015 No 109.362477 648.216596 Low_spent_Medium_value_payments 233.544427 Good 205
28 Developer 83800.560 3 3 5 2 0 13 7.41 0.0 Standard 836.69 39.053372 Yes 117.350858 77.039907 High_spent_Large_value_payments 772.547235 Standard 246
31 Manager 30559.300 4 3 9 1 26 2 14.54 4.0 Good 219.20 31.416712 No 13.365203 108.525536 High_spent_Medium_value_payments 384.870094 Poor 205
33 Teacher 31592.030 6 7 18 2 31 20 7.28 6.0 Standard 778.91 30.619097 Yes 41.843504 137.812434 Low_spent_Large_value_payments 345.410979 Standard 239

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