Datasets
Models
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modified_dataset (1).xlsx
| # | UserNo. | UserID | Location | Age ( Above 50 → 5 ,41-50 → 4 ,19-30 → 3 ,31-40 → 2 ) | Gender ( Male → 1 , Female → 0) | OutdoorJob ( Rarely → 0 ,Occasionally → 1 ,Frequently → 2) | OutdoorActivities (Extremely likely → 1 , Neither likely nor unlikely → 2 , Not at all likely → 0) | SmokingHabit (Yes → 1 , No → 0) | Humidity | Pressure | Temperature | UVIndex (Extreme → 1 , Low → 0) | WindSpeed | ACTScore |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 100 | 1011 | 23.9 | 0 | 6.7 | 14 |
| 2 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1010 | 25.0 | 0 | 0.8 | 15 |
| 3 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 88 | 1008 | 23.9 | 1 | 3.1 | 15 |
| 4 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1009 | 22.7 | 0 | 1.1 | 13 |
| 5 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 83 | 1008 | 24.9 | 0 | 5.1 | 15 |
| 6 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 92 | 1012 | 27.9 | 0 | 2.6 | 13 |
| 7 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 89 | 1013 | 27.1 | 1 | 4.1 | 11 |
| 8 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 89 | 1012 | 27.1 | 0 | 4.1 | 14 |
| 9 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 79 | 1007 | 28.6 | 1 | 4.6 | 15 |
| 10 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1011 | 23.8 | 0 | 3.6 | 14 |
| 11 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 96 | 1013 | 28.1 | 1 | 4.6 | 10 |
| 12 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 88 | 1010 | 24.8 | 1 | 3.1 | 13 |
| 13 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 91 | 1010 | 25.2 | 1 | 4.1 | 13 |
| 14 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 96 | 1012 | 25.6 | 0 | 3.6 | 13 |
| 15 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 98 | 1011 | 27.9 | 0 | 2.6 | 13 |
| 16 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1011 | 23.1 | 0 | 2.1 | 12 |
| 17 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 99 | 1013 | 24.8 | 0 | 2.6 | 9 |
| 18 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 83 | 1012 | 24.9 | 1 | 3.1 | 11 |
| 19 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1012 | 22.5 | 0 | 4.6 | 12 |
| 20 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 97 | 1010 | 26.0 | 0 | 2.1 | 12 |
| 21 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 95 | 1012 | 25.2 | 0 | 0.8 | 13 |
| 22 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 89 | 1010 | 26.7 | 0 | 2.3 | 15 |
| 23 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1011 | 24.5 | 0 | 1.2 | 14 |
| 24 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1011 | 23.6 | 0 | 5.7 | 10 |
| 25 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 85 | 1013 | 26.4 | 0 | 1.0 | 15 |
| 26 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 88 | 1011 | 24.5 | 1 | 3.1 | 14 |
| 27 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1012 | 23.8 | 0 | 2.1 | 12 |
| 28 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1011 | 25.2 | 0 | 4.5 | 11 |
| 29 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1009 | 25.3 | 0 | 1.0 | 15 |
| 30 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1007 | 23.9 | 0 | 2.1 | 14 |
| 31 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1007 | 24.7 | 1 | 1.0 | 13 |
| 32 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1010 | 23.2 | 0 | 4.1 | 12 |
| 33 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1011 | 24.8 | 0 | 4.1 | 11 |
| 34 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 78 | 1012 | 27.9 | 0 | 3.6 | 15 |
| 35 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1011 | 25.0 | 1 | 1.3 | 14 |
| 36 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1010 | 25.0 | 1 | 0.8 | 15 |
| 37 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1011 | 25.0 | 1 | 1.2 | 13 |
| 38 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 100 | 1008 | 24.1 | 0 | 1.5 | 14 |
| 39 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 83 | 1010 | 28.0 | 1 | 3.6 | 12 |
| 40 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 95 | 1010 | 25.2 | 0 | 1.5 | 14 |
| 41 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 92 | 1010 | 26.3 | 1 | 1.0 | 15 |
| 42 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 88 | 1010 | 27.4 | 0 | 1.0 | 21 |
| 43 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 58 | 1005 | 30.7 | 0 | 3.1 | 20 |
| 44 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 52 | 1008 | 33.9 | 0 | 2.1 | 20 |
| 45 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 83 | 1010 | 28.2 | 0 | 1.5 | 21 |
| 46 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 83 | 1010 | 28.2 | 0 | 1.5 | 22 |
| 47 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 83 | 1012 | 27.6 | 0 | 1.0 | 21 |
| 48 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 55 | 1008 | 31.4 | 0 | 5.1 | 24 |
| 49 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 78 | 1009 | 27.1 | 0 | 1.0 | 22 |
| 50 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 88 | 1008 | 26.2 | 0 | 0.5 | 22 |
| 51 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 74 | 1011 | 29.7 | 0 | 2.6 | 20 |
| 52 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 88 | 1011 | 29.1 | 0 | 2.1 | 23 |
| 53 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 63 | 1011 | 32.7 | 0 | 2.1 | 22 |
| 54 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 79 | 1007 | 30.0 | 0 | 2.6 | 21 |
| 55 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 62 | 1009 | 31.8 | 0 | 1.5 | 21 |
| 56 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 83 | 1006 | 28.0 | 0 | 2.1 | 21 |
| 57 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1011 | 25.5 | 0 | 1.0 | 23 |
| 58 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 62 | 1010 | 29.8 | 0 | 1.0 | 21 |
| 59 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 66 | 1007 | 30.7 | 0 | 2.1 | 22 |
| 60 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 70 | 1009 | 30.2 | 0 | 2.6 | 21 |
| 61 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 74 | 1011 | 29.0 | 0 | 1.0 | 21 |
| 62 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 88 | 1009 | 25.9 | 0 | 1.5 | 22 |
| 63 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 62 | 1008 | 29.2 | 0 | 2.1 | 22 |
| 64 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 83 | 1011 | 27.1 | 0 | 1.1 | 21 |
| 65 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 62 | 1008 | 30.6 | 0 | 3.6 | 22 |
| 66 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 66 | 1010 | 30.7 | 0 | 2.1 | 21 |
| 67 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 78 | 1011 | 28.8 | 0 | 1.0 | 21 |
| 68 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 94 | 1009 | 27.7 | 0 | 1.0 | 20 |
| 69 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 83 | 1008 | 27.5 | 0 | 1.5 | 21 |
| 70 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 83 | 1008 | 26.8 | 0 | 0.9 | 21 |
| 71 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 88 | 1010 | 27.9 | 0 | 0.8 | 21 |
| 72 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 69 | 1009 | 27.6 | 0 | 1.0 | 21 |
| 73 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 70 | 1007 | 28.5 | 0 | 2.1 | 22 |
| 74 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 88 | 1008 | 30.8 | 0 | 1.0 | 21 |
| 75 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 59 | 1004 | 25.2 | 0 | 4.6 | 20 |
| 76 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 66 | 1007 | 29.7 | 0 | 0.5 | 21 |
| 77 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 88 | 1010 | 26.6 | 0 | 0.5 | 21 |
| 78 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 74 | 1010 | 30.2 | 1 | 1.0 | 20 |
| 79 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 69 | 1007 | 27.1 | 0 | 2.1 | 23 |
| 80 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 88 | 1010 | 25.9 | 0 | 0.5 | 21 |
| 81 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 74 | 1007 | 27.7 | 0 | 1.5 | 22 |
| 82 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 88 | 1009 | 24.8 | 0 | 0.9 | 22 |
| 83 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 62 | 1009 | 30.0 | 0 | 1.5 | 21 |
| 84 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 48 | 1006 | 30.1 | 0 | 1.2 | 23 |
| 85 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 89 | 1010 | 25.6 | 0 | 1.4 | 20 |
| 86 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 69 | 1010 | 25.6 | 0 | 1.0 | 22 |
| 87 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 74 | 1009 | 26.8 | 0 | 2.6 | 20 |
| 88 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 83 | 1010 | 26.5 | 0 | 1.5 | 21 |
| 89 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 83 | 1010 | 24.1 | 0 | 1.2 | 20 |
| 90 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 74 | 1008 | 29.3 | 0 | 4.1 | 20 |
| 91 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 88 | 1010 | 24.5 | 0 | 1.1 | 21 |
| 92 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 78 | 1008 | 27.2 | 0 | 2.1 | 20 |
| 93 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 65 | 1007 | 28.6 | 0 | 1.5 | 24 |
| 94 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 83 | 1010 | 25.0 | 0 | 0.8 | 20 |
| 95 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 58 | 1006 | 31.8 | 0 | 2.1 | 23 |
| 96 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 55 | 1011 | 31.8 | 0 | 0.5 | 21 |
| 97 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 51 | 1008 | 30.6 | 0 | 2.1 | 22 |
| 98 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 46 | 1010 | 33.1 | 1 | 1.0 | 22 |
| 99 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 78 | 1009 | 25.5 | 0 | 1.0 | 21 |
| 100 | 1 | 5QBEe959GPOxv3rDNYXZXCEBOfB2 | Petaling | 5 | 1 | 1 | 1 | 0 | 66 | 1009 | 30.6 | 0 | 3.1 | 20 |