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ID Описание Дата
534521ee-36cb-4c61-a2fe-59d7a2f8fa01 leverage end-to-end interfaces 2019-09-17
811298dc-22fc-47a8-ab64-6a1354d63d11 utilize virtual paradigms 1996-07-16
fc0b7d4d-9814-41d4-a345-9999a7736134 deliver visionary relationships 1977-11-13
30838f3c-94d4-4bd4-b4f7-3bde642850e6 utilize dynamic metrics 1988-12-28
eb221b82-e71f-43dd-8689-211f3f4c63e8 enable one-to-one channels 1991-11-17

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
31 Entrepreneur 60552.760 3 7 12 3 35 11 8.72 4.0 Good 463.07 34.873433 No 111.728820 0.000000 Low_spent_Small_value_payments 346.410033 Poor 232
43 Developer 99565.360 8 5 20 0 24 5 19.45 6.0 Standard 551.66 34.462690 Yes 0.000000 99.337614 High_spent_Large_value_payments 978.373719 Standard 279
34 Musician 107275.710 6 7 6 0 19 10 14.28 5.0 Good 174.76 38.249645 No 0.000000 255.039633 Low_spent_Large_value_payments 933.824617 Good 213
20 Developer 27956.770 5 5 20 2 21 9 15.90 6.0 Standard 249.39 38.211527 Yes 26.988750 60.242361 High_spent_Small_value_payments 435.241972 Standard 344
32 Engineer 38698.640 7 6 16 7 35 0 3.18 10.0 Bad 1371.12 34.106334 Yes 128.806760 48.180867 High_spent_Medium_value_payments 406.601040 Standard 119
41 Musician 14096.440 9 7 28 8 26 15 1.27 12.0 Bad 1398.28 27.871499 Yes 166.651431 48.872966 Low_spent_Small_value_payments 273.189676 Poor 206
31 Accountant 81166.860 7 4 7 2 15 14 12.50 8.0 Standard 1353.18 22.946923 Yes 135.104484 436.174870 Low_spent_Small_value_payments 392.311146 Standard 139
30 Developer 31135.370 3 5 9 0 24 8 0.00 2.0 Good 1112.57 33.819351 No 0.000000 299.838275 Low_spent_Small_value_payments 240.223142 Poor 335
44 Doctor 86902.590 5 4 12 4 18 12 7.85 4.0 Standard 746.14 27.165076 Yes 170.648817 403.677718 Low_spent_Medium_value_payments 406.261715 Standard 94
27 Lawyer 28256.630 7 7 5 1 17 14 5.93 1.0 Good 66.47 30.591702 No 12.342460 207.006505 Low_spent_Small_value_payments 314.722952 Good 266
21 Doctor 100681.410 5 4 8 2 21 10 8.00 2.0 Standard 476.37 41.523920 Yes 145.996751 219.548386 High_spent_Large_value_payments 735.266612 Standard 0
17 Writer 61266.630 4 6 15 2 13 11 12.45 7.0 Standard 570.58 33.488750 Yes 74.693874 124.651915 High_spent_Medium_value_payments 580.309461 Standard 116
40 Mechanic 40806.350 3 7 12 2 7 5 0.96 3.0 Good 595.20 38.279370 No 44.197869 147.035398 Low_spent_Medium_value_payments 450.619650 Poor 373
48 Architect 42843.650 0 7 4 4 32 5 1.61 4.0 Good 1101.71 27.645082 No 83.591874 97.597247 High_spent_Medium_value_payments 409.141296 Poor 239
52 Mechanic 49937.400 3 3 7 2 16 9 12.53 3.0 Standard 1069.53 27.480730 Yes 47.217598 155.478168 High_spent_Medium_value_payments 455.249234 Standard 190
36 Writer 75306.680 2 4 6 3 3 2 1.43 2.0 Good 103.22 26.715005 No 158.607402 720.882391 Low_spent_Small_value_payments 43.265874 Standard 377
43 Musician 15824.930 4 7 9 0 13 12 6.98 0.0 Good 345.23 30.864867 NM 0.000000 61.977915 Low_spent_Small_value_payments 348.796502 Standard 269
30 Doctor 48644.800 6 6 5 4 7 13 4.12 2.0 Standard 539.35 37.694775 No 121.558671 355.149940 Low_spent_Large_value_payments 207.564722 Standard 378
45 Scientist 17092.690 7 3 19 7 21 13 16.40 8.0 Standard 1417.06 25.711678 NM 62.794260 116.816864 Low_spent_Large_value_payments 259.927960 Standard 143
27 Scientist 58728.060 8 5 18 5 8 21 10.13 8.0 Standard 1272.79 30.794170 Yes 129.832823 262.142203 High_spent_Small_value_payments 357.225474 Poor 222
33 Architect 43995.490 4 5 5 0 15 0 2.74 3.0 Good 864.60 28.312292 No 0.000000 113.985314 High_spent_Small_value_payments 538.743769 Poor 306
29 Journalist 9869.175 7 7 19 0 15 17 10.66 0.0 Standard 274.65 28.578451 Yes 0.000000 46.817674 Low_spent_Medium_value_payments 286.825451 Standard 390
42 Lawyer 74614.640 5 6 4 1 9 4 4.60 5.0 Good 879.62 34.459744 No 40.215897 428.682672 High_spent_Small_value_payments 411.690098 Standard 304
38 Manager 29343.050 3 4 10 4 6 11 17.55 4.0 Standard 590.65 37.180830 Yes 79.494354 48.150231 High_spent_Medium_value_payments 392.480832 Standard 0
44 Musician 88165.800 4 4 4 1 9 11 6.04 4.0 Good 326.60 35.124110 NM 57.707380 727.865453 Low_spent_Medium_value_payments 221.542167 Standard 291
18 Accountant 34849.620 3 5 2 2 14 6 10.76 3.0 Good 1181.00 30.731261 No 53.743587 74.249779 High_spent_Medium_value_payments 442.220134 Standard 333
37 Engineer 46929.570 6 9 27 5 27 10 12.29 12.0 Standard 1328.98 32.808442 Yes 164.710837 303.057312 Low_spent_Large_value_payments 212.211601 Poor 96
28 Media_Manager 112671.270 2 4 12 0 4 6 2.58 4.0 Good 1221.91 27.780171 No 0.000000 332.176699 Low_spent_Medium_value_payments 893.250551 Good 326
36 Teacher 87474.240 4 7 20 0 12 10 9.79 0.0 Standard 797.03 36.981896 No 0.000000 153.147990 High_spent_Medium_value_payments 829.404010 Standard 297
21 Architect 19436.305 4 2 8 4 4 5 11.64 0.0 Good 244.27 28.820968 No 32.445394 99.245305 High_spent_Small_value_payments 313.278509 Good 303
43 Scientist 113402.790 3 7 2 2 9 10 6.94 4.0 Good 171.78 33.590715 No 156.674441 819.195531 Low_spent_Large_value_payments 264.853278 Poor 343
28 Manager 90781.530 7 7 6 0 25 15 17.36 4.0 Standard 494.51 26.945449 Yes 0.000000 108.294511 High_spent_Large_value_payments 882.218239 Standard 235

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