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ID Описание Дата
c8879045-d458-4206-b5a6-eb2974bd4e9d reinvent cross-platform functionalities 2023-05-16
d6635d83-f940-4d7c-9630-6f9c269b91b6 deliver ubiquitous architectures 2013-04-14
e8dba5f6-b5c7-4898-9094-7aa7e6b431f2 exploit virtual e-business 2022-06-21
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e5865565-9b87-404b-9443-0135ffe57bdf generate ubiquitous paradigms 2014-08-04

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
33 Writer 115643.010 3 7 2 3 18 1 6.89 1.0 Good 951.36 34.281014 No 195.394009 116.463913 High_spent_Medium_value_payments 929.233828 Poor 221
45 Media_Manager 66881.200 3 5 17 2 22 20 11.85 4.0 Standard 240.60 27.735874 Yes 56.793960 510.814584 Low_spent_Small_value_payments 309.734789 Standard 162
54 Developer 25506.530 3 6 10 2 29 13 6.54 1.0 Standard 43.06 34.146347 No 161.446516 33.908178 High_spent_Large_value_payments 398.813021 Standard 243
30 Architect 31936.050 3 7 11 4 5 10 14.79 1.0 Standard 1380.76 25.344974 NM 98.147453 0.000000 High_spent_Small_value_payments 258.117138 Standard 307
40 Media_Manager 20127.115 4 4 8 2 9 0 10.59 5.0 Good 328.91 29.528934 No 29.959540 46.388357 High_spent_Large_value_payments 343.678061 Standard 220
50 Entrepreneur 97637.400 3 6 3 1 18 14 7.15 1.0 Good 82.11 41.662560 No 48.952272 303.822144 High_spent_Medium_value_payments 713.170584 Good 311
20 Entrepreneur 52410.920 3 4 6 4 8 16 8.63 3.0 Standard 361.32 30.269755 Yes 92.601291 229.491769 Low_spent_Medium_value_payments 405.864607 Standard 0
42 Engineer 58966.890 5 5 7 0 28 18 11.77 8.0 Standard 1452.98 28.985777 Yes 0.000000 432.510185 Low_spent_Large_value_payments 300.380565 Standard 229
52 Musician 70978.780 0 3 3 3 9 11 6.13 3.0 Good 967.88 33.677513 NM 143.869971 739.573760 Low_spent_Small_value_payments 0.000000 Good 395
51 Media_Manager 35976.970 2 3 12 3 2 2 9.61 2.0 Good 568.67 34.793488 No 53.686329 0.000000 High_spent_Small_value_payments 358.614812 Good 374
37 Entrepreneur 32470.080 6 6 19 2 13 14 17.11 11.0 Standard 1456.87 37.926445 Yes 51.987693 0.000000 Low_spent_Small_value_payments 152.104413 Poor 210
44 Journalist 16943.505 4 6 11 1 24 0 5.93 5.0 Good 961.19 40.098903 No 11.203244 68.446337 Low_spent_Small_value_payments 348.646294 Good 309
37 Manager 127770.520 4 3 1 1 14 10 2.68 4.0 Good 1213.59 38.761230 No 92.251924 923.503859 Low_spent_Large_value_payments 297.298550 Standard 347
41 Lawyer 19543.580 7 9 24 6 25 17 9.08 10.0 Bad 1362.43 39.816908 Yes 94.227909 19.667738 High_spent_Large_value_payments 266.167520 Standard 209
45 Journalist 37618.300 4 7 3 3 17 5 0.85 4.0 Good 821.60 24.851890 No 79.939018 184.340995 Low_spent_Medium_value_payments 344.305821 Standard 368
23 Musician 106168.770 0 4 9 3 2 9 4.62 4.0 Good 525.82 34.403625 NM 191.448806 224.324126 High_spent_Large_value_payments 694.266819 Standard 0
36 Mechanic 24577.480 5 5 18 6 22 15 11.91 5.0 Standard 844.54 22.174932 Yes 95.538487 144.608000 Low_spent_Large_value_payments 235.365846 Standard 172
27 Scientist 18060.640 8 7 23 3 34 22 3.13 7.0 Bad 1384.96 34.047618 Yes 30.223229 100.643926 Low_spent_Medium_value_payments 277.138178 Poor 0
37 Scientist 60537.180 7 4 6 2 24 19 11.93 2.0 Standard 393.50 35.535551 Yes 99.211255 604.973354 Low_spent_Small_value_payments 104.091891 Standard 369
46 Accountant 21412.855 5 4 7 2 0 7 11.76 3.0 Good 107.79 40.374055 NM 21.292807 133.054701 Low_spent_Large_value_payments 286.492950 Standard 302
49 Entrepreneur 133628.520 3 4 3 0 12 14 3.88 3.0 Good 135.75 30.369324 No 0.000000 1139.510039 Low_spent_Medium_value_payments 270.360961 Good 220
23 Journalist 105151.320 6 3 11 0 25 18 8.78 9.0 Standard 689.43 40.697084 Yes 0.000000 78.114160 High_spent_Large_value_payments 1048.046840 Standard 372
39 Accountant 30366.040 5 3 10 1 12 2 0.00 1.0 Good 670.53 33.075547 No 16.296356 36.623368 High_spent_Large_value_payments 426.630609 Good 201
18 Media_Manager 40846.360 3 2 7 1 3 7 6.53 1.0 Good 1262.52 39.750793 No 28.162839 0.000000 Low_spent_Small_value_payments 427.834205 Good 227
45 Engineer 41541.800 3 4 12 4 13 8 15.49 4.0 Good 1052.87 29.376040 No 87.351795 192.924051 High_spent_Small_value_payments 299.705821 Standard 196
33 Doctor 15126.800 6 10 20 2 43 23 5.43 7.0 Bad 1424.74 38.523057 Yes 17.724191 86.014152 Low_spent_Small_value_payments 288.218324 Poor 219
19 Architect 58832.190 8 3 10 3 15 12 8.02 0.0 Standard 809.32 29.240789 No 121.418995 39.806815 High_spent_Large_value_payments 561.542440 Standard 274
39 Architect 35846.520 4 3 19 3 23 22 17.92 8.0 Standard 332.22 36.793414 Yes 84.346034 103.966759 Low_spent_Large_value_payments 383.108208 Standard 241
22 Entrepreneur 82410.120 0 3 3 1 0 11 0.89 4.0 Good 587.66 39.531674 No 56.203542 160.156670 High_spent_Medium_value_payments 726.990788 Good 384
23 Engineer 7160.835 10 9 16 5 25 18 15.51 11.0 Standard 1285.23 34.621010 Yes 25.072510 45.250337 Low_spent_Small_value_payments 262.850778 Poor 240
28 Media_Manager 10620.460 6 5 11 1 20 18 3.36 1.0 Standard 1014.29 31.484860 No 7.375661 45.876956 Low_spent_Small_value_payments 316.951216 Standard 287
38 Architect 62661.540 5 5 12 1 14 19 7.20 1.0 Good 466.20 33.771955 No 32.721131 100.463857 High_spent_Medium_value_payments 622.194512 Good 329

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