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ID Описание Дата
698f16b1-b456-4e69-9420-1959978e5fd1 evolve out-of-the-box paradigms 2005-07-04
d4ce42aa-9a6d-4b20-a180-c95c1530ffae repurpose cross-platform applications 2003-04-25
68bf8c82-0574-442e-90d9-a4c4a23fd728 whiteboard back-end convergence 2023-05-24
3aa3571b-a408-40c5-9253-cc274c578211 optimize mission-critical functionalities 1973-03-03
7d84ae36-7298-4801-b770-a938067f65a1 whiteboard world-class e-markets 1987-01-04

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
21 Doctor 38539.570 4 2 3 1 8 1 8.42 0.0 Good 526.62 35.457743 NM 22.683279 303.027665 Low_spent_Medium_value_payments 298.152139 Good 359
45 Entrepreneur 33928.380 4 7 8 5 33 20 23.62 4.0 Standard 164.66 37.668275 Yes 109.524112 54.712558 High_spent_Medium_value_payments 348.099830 Standard 176
15 Entrepreneur 18235.610 8 6 9 2 24 15 14.29 9.0 Standard 1259.92 24.251097 Yes 22.991008 59.232528 High_spent_Small_value_payments 309.139880 Standard 123
31 Lawyer 90411.900 7 3 16 1 22 11 3.97 5.0 Standard 472.21 34.790568 Yes 72.179092 65.141518 High_spent_Large_value_payments 842.111890 Standard 0
40 Architect 16724.455 4 4 11 0 15 6 4.98 1.0 Good 139.33 39.491901 No 0.000000 53.261013 High_spent_Small_value_payments 347.609445 Good 392
38 Entrepreneur 15512.055 3 4 13 5 10 7 16.95 9.0 Standard 865.30 28.788818 NM 48.133045 52.207950 High_spent_Medium_value_payments 292.826131 Standard 143
51 Scientist 35516.680 0 2 6 4 14 7 6.65 2.0 Good 981.33 32.728068 No 95.859266 0.000000 High_spent_Small_value_payments 373.346793 Good 196
43 Journalist 34192.020 1 1 8 3 9 2 5.91 5.0 Good 178.65 28.850686 No 61.642059 130.831061 Low_spent_Large_value_payments 359.960381 Good 362
29 Architect 58301.440 3 7 19 4 8 14 7.44 0.0 Standard 352.44 36.901524 Yes 169.912069 164.611138 High_spent_Small_value_payments 425.322127 Standard 321
44 Teacher 67749.500 5 6 8 2 29 17 14.77 8.0 Standard 1437.30 32.401734 Yes 75.319996 163.134172 High_spent_Medium_value_payments 549.724998 Standard 94
20 Lawyer 34253.080 3 9 25 6 11 12 0.00 12.0 Standard 1485.70 30.207362 Yes 133.843813 219.317919 Low_spent_Small_value_payments 239.380602 Poor 0
33 Lawyer 20040.640 3 6 9 2 22 10 10.68 0.0 Good 1255.55 31.978878 No 32.718287 46.110915 High_spent_Small_value_payments 331.976131 Standard 387
46 Musician 11111781.000 6 7 4 4 23 13 10.74 4.0 Good 1157.08 36.203797 No 96.469965 187.217614 Low_spent_Medium_value_payments 248.293254 Good 233
30 Lawyer 18859.380 6 4 5 4 14 15 9.41 6.0 Standard 330.26 35.718686 Yes 40.292010 161.283832 Low_spent_Small_value_payments 224.485657 Standard 165
24 Journalist 20324.355 3 4 7 3 14 11 10.81 4.0 Good 1396.07 37.430671 NM 36.933003 192.872270 Low_spent_Small_value_payments 230.564351 Standard 388
53 Scientist 26693.060 7 5 6 4 8 21 10.72 1.0 Standard 592.33 27.157776 No 53.254643 115.385934 High_spent_Small_value_payments 335.101590 Standard 256
42 Journalist 87502.530 7 7 14 3 25 2148 6.35 3.0 Standard 1071.88 38.827318 No 167.959794 185.605283 Low_spent_Large_value_payments 644.222673 Standard 342
34 Musician 30375.050 6 5 6 0 12 21 4.09 0.0 Standard 1367.11 36.949558 No 0.000000 0.000000 High_spent_Medium_value_payments 409.320289 Standard 258
33 Media_Manager 33949.420 5 6 5 2 8 17 3.15 1.0 Standard 385.92 27.316872 No 44.461279 32.236365 High_spent_Large_value_payments 473.514189 Standard 235
33 Journalist 13961.155 6 3 20 4 15 17 3.73 0.0 Standard 1406.02 23.458458 NM 40.171415 159.470231 Low_spent_Small_value_payments 222.601312 Standard 338
36 Mechanic 17273.830 4 3 8 1 3 9 9.68 3.0 Good 210.93 25.460325 No 9.457422 0.000000 Low_spent_Small_value_payments 351.584115 Standard 259
45 Developer 18048.880 10 5 15 6 22 19 18.56 6.0 Bad 1257.05 28.550635 Yes 86.768356 170.623295 Low_spent_Small_value_payments 199.515682 Poor 165
40 Manager 26738.260 7 6 20 6 10 13 18.85 7.0 Standard 828.93 26.900628 Yes 86.263356 48.619125 High_spent_Medium_value_payments 320.936352 Standard 73
56 Manager 161710.320 0 7 5 1 10 12 1.76 4.0 Good 387.63 39.023761 No 102.965394 234.264244 High_spent_Large_value_payments 1258.356362 Good 0
50 Lawyer 131080.800 5 7 10 2 8 17 6.28 4.0 Standard 161.29 29.686239 No 136.049822 271.753095 High_spent_Small_value_payments 953.737083 Standard 275
46 Journalist 42331.140 6 5 9 2 20 13 16.48 11.0 Standard 1288.78 38.010808 Yes 48.320520 71.872547 High_spent_Medium_value_payments 457.866433 Standard 182
46 Doctor 75408.440 0 1 6 3 11 5 3.43 4.0 Good 1487.63 29.019814 No 102.566178 0.000000 Low_spent_Medium_value_payments 612.362287 Good 262
38 Manager 42619.920 5 3 20 1 9 20 3.03 2.0 Standard 124.55 29.483774 Yes 30.698756 281.731596 Low_spent_Large_value_payments 320.635649 Standard 0
25 Developer 89531.940 3 3 8 1 7 16 16.95 4.0 Standard 1471.50 27.673639 Yes 44.138716 103.057263 High_spent_Medium_value_payments 825.603521 Standard 266
48 Musician 62953.620 3 7 1 0 6 15 3.48 3.0 Good 437.90 38.016019 No 0.000000 474.916375 Low_spent_Medium_value_payments 313.397125 Good 216
40 Mechanic 10585.100 8 4 6 4 27 8 8.85 5.0 Standard 0.56 28.514965 Yes 29.541637 31.408267 Low_spent_Large_value_payments 268.059262 Standard 155
38 Manager 15319.650 6 7 15 4 51 18 17.13 6.0 Bad 1453.61 36.518222 Yes 28.182033 167.888435 Low_spent_Small_value_payments 239.993281 Poor 129

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