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ID Описание Дата
8c036e18-8319-4b75-aa0b-b7c116a6da97 brand back-end portals 2012-03-16
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d294c704-6f28-4e20-8dc3-72680fc7be4e matrix integrated interfaces 2025-04-18

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
41 Musician 35518.98 8 6 9 3 12 16 15.52 8.0 Standard 1270.18 37.311560 Yes 84.755343 194.077678 Low_spent_Large_value_payments 298.058479 Standard 131
32 Doctor 79837.02 2 7 10 1 14 5 8.72 2.0 Good 585.77 26.681343 No 66.058063 80.079774 High_spent_Large_value_payments 735.270663 Poor 388
31 Writer 95999.44 7 3 7 0 26 23 7.78 3.0 Standard 1090.59 36.337039 Yes 0.000000 140.827015 High_spent_Large_value_payments 871.768319 Standard 278
50 Lawyer 159560.76 3 1 6 1 2 11 5.67 3.0 Good 1154.59 39.152914 No 130.037048 150.263016 High_spent_Large_value_payments 1317.772935 Standard 311
28 Manager 20685.51 6 5 27 4 42 19 19.70 10.0 Bad 1256.46 36.324198 Yes 44.049701 130.984503 Low_spent_Large_value_payments 272.945047 Standard 237
48 Lawyer 37813.97 5 6 11 2 9 4 4.91 4.0 Good 880.43 28.342433 No 36.017052 69.976470 High_spent_Large_value_payments 457.322895 Standard 215
19 Accountant 60801.28 3 7 2 2 13 12 7.39 3.0 Good 1272.77 23.902808 No 89.583483 155.131473 High_spent_Medium_value_payments 491.162377 Good 0
54 Scientist 28730.94 5 3 5 0 6 8 11.73 2.0 Good 1292.55 27.103293 No 0.000000 51.022305 High_spent_Small_value_payments 470.102195 Standard 311
29 Lawyer 163032.60 4 3 5 1 15 6 8.30 3.0 Good 18.93 23.203865 No 120.648212 1261.138546 Low_spent_Medium_value_payments 244.518242 Good 244
32 Journalist 48070.30 5 5 2 0 26 15 2.58 2.0 Good 1025.30 40.047442 No 0.000000 0.000000 Low_spent_Medium_value_payments 420.818206 Good 219
27 Architect 108767.37 5 4 5 3 8 6 2.50 2.0 Good 461.74 32.729217 No 193.688953 740.208631 Low_spent_Large_value_payments 256.697166 Good 194
48 Architect 18296.91 3 6 20 3 13 18 2.01 0.0 Standard 587.67 38.480822 No 26.251724 79.072079 High_spent_Small_value_payments 277.350447 Standard 235
48 Journalist 15641.73 1 4 8 4 3 4 11.73 3.0 Good 1429.18 23.782913 No 30.882707 95.742480 Low_spent_Medium_value_payments 273.922562 Good 261
18 Doctor 10181.50 4 4 18 0 19 8 8.90 7.0 Standard 458.36 33.725976 Yes 0.000000 42.716530 Low_spent_Small_value_payments 316.229303 Standard 364
40 Entrepreneur 43771.85 4 3 9 1 2 0 3.78 1.0 Good 1337.25 35.820463 No 29.648879 88.236155 High_spent_Large_value_payments 482.180383 Good 303
29 Developer 179193.76 5 3 8 1 1 5 6.85 5.0 Good 449.65 29.947015 No 83.417292 603.809978 Low_spent_Medium_value_payments 1079.554064 Good 262
21 Mechanic 36463.70 4 7 3 1 9 3 4.55 1.0 Good 1051.13 35.832183 NM 19.159721 69.411200 High_spent_Large_value_payments 435.993246 Good 216
22 Teacher 8693.97 6 5 18 7 36 25 17.72 9.0 Bad 1496.11 29.912774 Yes 29.310508 12.230876 High_spent_Large_value_payments 266.008366 Poor 144
42 Developer 38643.04 2 3 10 3 5 2351 7.58 4.0 Good 581.74 29.452267 No 82.859318 216.008908 High_spent_Small_value_payments 311.757108 Good 335
21 Musician 73020.54 2 5 6 3 30 3 2.98 2.0 Good 1363.68 36.984944 No 172.894186 250.868101 High_spent_Small_value_payments 454.542212 Poor 329
36 Writer 31941.88 5 6 16 0 11 0 4.90 6.0 Standard 1048.97 34.783345 No 0.000000 85.511332 High_spent_Medium_value_payments 417.171002 Standard 248
21 Architect 40167.84 7 5 5 1 5 18 11.59 4.0 Standard 277.38 33.462153 Yes 19.025280 41.936673 High_spent_Large_value_payments 532.270047 Standard 206
30 Entrepreneur 10196.61 8 7 20 6 10 12 14.88 7.0 Standard 699.60 27.236013 Yes 39.552255 13.823384 High_spent_Large_value_payments 244.096111 Standard 176
33 Writer 122452.65 2 7 6 0 4 8 11.81 7.0 Good 383.03 30.235192 No 0.000000 211.756328 High_spent_Large_value_payments 1042.282422 Poor 382
27 Teacher 97363.36 6 6 16 3 13 9 15.50 6.0 Standard 205.37 38.128916 Yes 152.396913 696.871247 Low_spent_Large_value_payments 226.693173 Standard 165
20 Musician 36938.82 8 6 13 5 22 12 6.06 12.0 Standard 771.60 27.503554 Yes 112.272766 361.113139 Low_spent_Small_value_payments 94.837596 Standard 0
24 Developer 11892.72 6 4 5 1 30 20 15.73 8.0 Standard 736.01 29.318024 Yes 7.511182 100.704313 Low_spent_Small_value_payments 279.390505 Standard 381
31 Manager 141474.20 3 3 18 0 11 0 15.62 5.0 Standard 364.38 30.174493 NM 0.000000 726.743881 Low_spent_Medium_value_payments 706.907786 Standard 288
30 Lawyer 85553.97 1 4 1 2 4 0 10.65 1.0 Good 180.95 23.860090 No 95.105426 885.628587 Low_spent_Small_value_payments 31.615737 Good 217
47 Developer 9824.31 7 4 17 0 24 17 0.96 5.0 Standard 1233.96 25.500503 No 0.000000 28.598561 Low_spent_Medium_value_payments 322.170689 Good 227
34 Entrepreneur 14925.81 8 6 5 5 19 11 10.23 8.0 Standard 781.33 33.640800 Yes 61.784282 65.585587 Low_spent_Small_value_payments 272.811881 Standard 125

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