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fixed acidity
float64 3.8
14.2
| volatile acidity
float64 0.08
1.1
| citric acid
float64 0
1.66
| residual sugar
float64 0.6
65.8
| chlorides
float64 0.01
0.35
| free sulfur dioxide
float64 2
289
| total sulfur dioxide
float64 9
440
| density
float64 0.99
1.04
| pH
float64 2.72
3.82
| sulphates
float64 0.22
1.08
| alcohol
float64 8
14.2
| quality
int64 3
9
|
---|---|---|---|---|---|---|---|---|---|---|---|
7.4 | 0.25 | 0.37 | 13.5 | 0.06 | 52 | 192 | 0.9975 | 3 | 0.44 | 9.1 | 5 |
7.1 | 0.12 | 0.32 | 9.6 | 0.054 | 64 | 162 | 0.9962 | 3.4 | 0.41 | 9.4 | 5 |
6 | 0.21 | 0.24 | 12.1 | 0.05 | 55 | 164 | 0.997 | 3.34 | 0.39 | 9.4 | 5 |
7.5 | 0.305 | 0.4 | 18.9 | 0.059 | 44 | 170 | 1 | 2.99 | 0.46 | 9 | 5 |
7.4 | 0.25 | 0.37 | 13.5 | 0.06 | 52 | 192 | 0.9975 | 3 | 0.44 | 9.1 | 5 |
7.3 | 0.13 | 0.32 | 14.4 | 0.051 | 34 | 109 | 0.9974 | 3.2 | 0.35 | 9.2 | 6 |
7.1 | 0.12 | 0.32 | 9.6 | 0.054 | 64 | 162 | 0.9962 | 3.4 | 0.41 | 9.4 | 5 |
7.1 | 0.23 | 0.35 | 16.5 | 0.04 | 60 | 171 | 0.999 | 3.16 | 0.59 | 9.1 | 6 |
7.1 | 0.23 | 0.35 | 16.5 | 0.04 | 60 | 171 | 0.999 | 3.16 | 0.59 | 9.1 | 6 |
6.9 | 0.33 | 0.28 | 1.3 | 0.051 | 37 | 187 | 0.9927 | 3.27 | 0.6 | 10.3 | 5 |
6.5 | 0.17 | 0.54 | 8.5 | 0.082 | 64 | 163 | 0.9959 | 2.89 | 0.39 | 8.8 | 6 |
7.2 | 0.27 | 0.46 | 18.75 | 0.052 | 45 | 255 | 1 | 3.04 | 0.52 | 8.9 | 5 |
7.2 | 0.31 | 0.5 | 13.3 | 0.056 | 68 | 195 | 0.9982 | 3.01 | 0.47 | 9.2 | 5 |
6.7 | 0.41 | 0.34 | 9.2 | 0.049 | 29 | 150 | 0.9968 | 3.22 | 0.51 | 9.1 | 5 |
6.7 | 0.41 | 0.34 | 9.2 | 0.049 | 29 | 150 | 0.9968 | 3.22 | 0.51 | 9.1 | 5 |
5.5 | 0.485 | 0 | 1.5 | 0.065 | 8 | 103 | 0.994 | 3.63 | 0.4 | 9.7 | 4 |
6 | 0.31 | 0.24 | 3.3 | 0.041 | 25 | 143 | 0.9914 | 3.31 | 0.44 | 11.3 | 6 |
7 | 0.14 | 0.4 | 1.7 | 0.035 | 16 | 85 | 0.9911 | 3.19 | 0.42 | 11.8 | 6 |
7.2 | 0.31 | 0.5 | 13.3 | 0.056 | 68 | 195 | 0.9982 | 3.01 | 0.47 | 9.2 | 5 |
7.3 | 0.32 | 0.48 | 13.3 | 0.06 | 57 | 196 | 0.9982 | 3.04 | 0.5 | 9.2 | 5 |
5.9 | 0.36 | 0.04 | 5.7 | 0.046 | 21 | 87 | 0.9934 | 3.22 | 0.51 | 10.2 | 5 |
7.8 | 0.24 | 0.32 | 12.2 | 0.054 | 42 | 138 | 0.9984 | 3.01 | 0.54 | 8.8 | 5 |
7.4 | 0.16 | 0.31 | 6.85 | 0.059 | 31 | 131 | 0.9952 | 3.29 | 0.34 | 9.7 | 5 |
6.9 | 0.19 | 0.28 | 5 | 0.058 | 14 | 146 | 0.9952 | 3.29 | 0.36 | 9.1 | 6 |
6.4 | 0.13 | 0.47 | 1.6 | 0.092 | 40 | 158 | 0.9928 | 3.21 | 0.36 | 9.8 | 6 |
6.7 | 0.19 | 0.36 | 1.1 | 0.026 | 63 | 143 | 0.9912 | 3.27 | 0.48 | 11 | 6 |
7.4 | 0.39 | 0.23 | 7 | 0.033 | 29 | 126 | 0.994 | 3.14 | 0.42 | 10.5 | 5 |
6.5 | 0.24 | 0.32 | 7.6 | 0.038 | 48 | 203 | 0.9958 | 3.45 | 0.54 | 9.7 | 7 |
6.1 | 0.3 | 0.56 | 2.8 | 0.044 | 47 | 179 | 0.9924 | 3.3 | 0.57 | 10.9 | 7 |
6.1 | 0.3 | 0.56 | 2.7 | 0.046 | 46 | 184 | 0.9924 | 3.31 | 0.57 | 10.9 | 6 |
5.7 | 0.26 | 0.25 | 10.4 | 0.02 | 7 | 57 | 0.994 | 3.39 | 0.37 | 10.6 | 5 |
6.5 | 0.24 | 0.32 | 7.6 | 0.038 | 48 | 203 | 0.9958 | 3.45 | 0.54 | 9.7 | 7 |
6.5 | 0.425 | 0.4 | 13.1 | 0.038 | 59 | 241 | 0.9979 | 3.23 | 0.57 | 9 | 5 |
6.6 | 0.24 | 0.27 | 15.8 | 0.035 | 46 | 188 | 0.9982 | 3.24 | 0.51 | 9.2 | 5 |
6.8 | 0.27 | 0.22 | 8.1 | 0.034 | 55 | 203 | 0.9961 | 3.19 | 0.52 | 8.9 | 5 |
6.7 | 0.27 | 0.31 | 15.7 | 0.036 | 44 | 179 | 0.9979 | 3.26 | 0.56 | 9.6 | 5 |
8.2 | 0.23 | 0.4 | 1.2 | 0.027 | 36 | 121 | 0.992 | 3.12 | 0.38 | 10.7 | 6 |
7.1 | 0.37 | 0.67 | 10.5 | 0.045 | 49 | 155 | 0.9975 | 3.16 | 0.44 | 8.7 | 5 |
6.8 | 0.19 | 0.36 | 1.9 | 0.035 | 30 | 96 | 0.9917 | 3.15 | 0.54 | 10.8 | 7 |
8.1 | 0.28 | 0.39 | 1.9 | 0.029 | 18 | 79 | 0.9923 | 3.23 | 0.52 | 11.8 | 6 |
6.3 | 0.31 | 0.34 | 2.2 | 0.045 | 20 | 77 | 0.9927 | 3.3 | 0.43 | 10.2 | 5 |
7.1 | 0.37 | 0.67 | 10.5 | 0.045 | 49 | 155 | 0.9975 | 3.16 | 0.44 | 8.7 | 5 |
7.9 | 0.21 | 0.4 | 1.2 | 0.039 | 38 | 107 | 0.992 | 3.21 | 0.54 | 10.8 | 6 |
8.5 | 0.21 | 0.41 | 4.3 | 0.036 | 24 | 99 | 0.9947 | 3.18 | 0.53 | 9.7 | 6 |
8.1 | 0.2 | 0.4 | 2 | 0.037 | 19 | 87 | 0.9921 | 3.12 | 0.54 | 11.2 | 6 |
6.3 | 0.255 | 0.37 | 1.1 | 0.04 | 37 | 114 | 0.9905 | 3 | 0.39 | 10.9 | 6 |
5.6 | 0.16 | 0.27 | 1.4 | 0.044 | 53 | 168 | 0.9918 | 3.28 | 0.37 | 10.1 | 6 |
6.4 | 0.595 | 0.14 | 5.2 | 0.058 | 15 | 97 | 0.9951 | 3.38 | 0.36 | 9 | 4 |
6.3 | 0.34 | 0.33 | 4.6 | 0.034 | 19 | 80 | 0.9917 | 3.38 | 0.58 | 12 | 7 |
6.9 | 0.25 | 0.3 | 4.1 | 0.054 | 23 | 116 | 0.994 | 2.99 | 0.38 | 9.4 | 6 |
7.9 | 0.22 | 0.38 | 8 | 0.043 | 46 | 152 | 0.9934 | 3.12 | 0.32 | 11.5 | 7 |
7.6 | 0.18 | 0.46 | 10.2 | 0.055 | 58 | 135 | 0.9968 | 3.14 | 0.43 | 9.9 | 6 |
6.9 | 0.25 | 0.3 | 4.1 | 0.054 | 23 | 116 | 0.994 | 2.99 | 0.38 | 9.4 | 6 |
7.2 | 0.18 | 0.41 | 1.2 | 0.048 | 41 | 97 | 0.9919 | 3.14 | 0.45 | 10.4 | 5 |
8.2 | 0.23 | 0.4 | 7.5 | 0.049 | 12 | 76 | 0.9966 | 3.06 | 0.84 | 9.7 | 6 |
7.4 | 0.24 | 0.42 | 14 | 0.066 | 48 | 198 | 0.9979 | 2.89 | 0.42 | 8.9 | 6 |
7.4 | 0.24 | 0.42 | 14 | 0.066 | 48 | 198 | 0.9979 | 2.89 | 0.42 | 8.9 | 6 |
6.1 | 0.32 | 0.24 | 1.5 | 0.036 | 38 | 124 | 0.9898 | 3.29 | 0.42 | 12.4 | 7 |
5.2 | 0.44 | 0.04 | 1.4 | 0.036 | 43 | 119 | 0.9894 | 3.36 | 0.33 | 12.1 | 8 |
5.2 | 0.44 | 0.04 | 1.4 | 0.036 | 43 | 119 | 0.9894 | 3.36 | 0.33 | 12.1 | 8 |
6.1 | 0.32 | 0.24 | 1.5 | 0.036 | 38 | 124 | 0.9898 | 3.29 | 0.42 | 12.4 | 7 |
6.4 | 0.22 | 0.56 | 14.5 | 0.055 | 27 | 159 | 0.998 | 2.98 | 0.4 | 9.1 | 5 |
6.3 | 0.36 | 0.3 | 4.8 | 0.049 | 14 | 85 | 0.9932 | 3.28 | 0.39 | 10.6 | 5 |
7.4 | 0.24 | 0.42 | 14 | 0.066 | 48 | 198 | 0.9979 | 2.89 | 0.42 | 8.9 | 6 |
6.7 | 0.24 | 0.35 | 13.1 | 0.05 | 64 | 205 | 0.997 | 3.15 | 0.5 | 9.5 | 5 |
7 | 0.23 | 0.36 | 13 | 0.051 | 72 | 177 | 0.9972 | 3.16 | 0.49 | 9.8 | 5 |
8.4 | 0.27 | 0.46 | 8.7 | 0.048 | 39 | 197 | 0.9974 | 3.14 | 0.59 | 9.6 | 6 |
6.7 | 0.46 | 0.18 | 2.4 | 0.034 | 25 | 98 | 0.9896 | 3.08 | 0.44 | 12.6 | 7 |
7.5 | 0.29 | 0.31 | 8.95 | 0.055 | 20 | 151 | 0.9968 | 3.08 | 0.54 | 9.3 | 5 |
9.8 | 0.42 | 0.48 | 9.85 | 0.034 | 5 | 110 | 0.9958 | 2.87 | 0.29 | 10 | 5 |
7.1 | 0.3 | 0.46 | 1.5 | 0.066 | 29 | 133 | 0.9906 | 3.12 | 0.54 | 12.7 | 6 |
7.9 | 0.19 | 0.45 | 1.5 | 0.045 | 17 | 96 | 0.9917 | 3.13 | 0.39 | 11 | 6 |
7.6 | 0.48 | 0.37 | 0.8 | 0.037 | 4 | 100 | 0.9902 | 3.03 | 0.39 | 11.4 | 4 |
6.3 | 0.22 | 0.43 | 4.55 | 0.038 | 31 | 130 | 0.9918 | 3.35 | 0.33 | 11.5 | 7 |
7.5 | 0.27 | 0.31 | 17.7 | 0.051 | 33 | 173 | 0.999 | 3.09 | 0.64 | 10.2 | 5 |
6.9 | 0.23 | 0.4 | 7.5 | 0.04 | 50 | 151 | 0.9927 | 3.11 | 0.27 | 11.4 | 6 |
7.2 | 0.32 | 0.47 | 5.1 | 0.044 | 19 | 65 | 0.991 | 3.03 | 0.41 | 12.6 | 4 |
5.9 | 0.23 | 0.3 | 12.9 | 0.054 | 57 | 170 | 0.9972 | 3.28 | 0.39 | 9.4 | 5 |
6 | 0.67 | 0.07 | 1.2 | 0.06 | 9 | 108 | 0.9931 | 3.11 | 0.35 | 8.7 | 4 |
6.4 | 0.25 | 0.32 | 5.5 | 0.049 | 41 | 176 | 0.995 | 3.19 | 0.68 | 9.2 | 6 |
6.4 | 0.33 | 0.31 | 5.5 | 0.048 | 42 | 173 | 0.9951 | 3.19 | 0.66 | 9.3 | 6 |
7.1 | 0.34 | 0.15 | 1.2 | 0.053 | 61 | 183 | 0.9936 | 3.09 | 0.43 | 9.2 | 5 |
6.8 | 0.28 | 0.4 | 22 | 0.048 | 48 | 167 | 1.001 | 2.93 | 0.5 | 8.7 | 5 |
6.9 | 0.27 | 0.4 | 14 | 0.05 | 64 | 227 | 0.9979 | 3.18 | 0.58 | 9.6 | 6 |
6.8 | 0.26 | 0.56 | 11.9 | 0.043 | 64 | 226 | 0.997 | 3.02 | 0.63 | 9.3 | 5 |
6.8 | 0.29 | 0.56 | 11.9 | 0.043 | 66 | 230 | 0.9972 | 3.02 | 0.63 | 9.3 | 5 |
6.7 | 0.24 | 0.41 | 9.4 | 0.04 | 49 | 166 | 0.9954 | 3.12 | 0.61 | 9.9 | 6 |
5.9 | 0.3 | 0.23 | 4.2 | 0.038 | 42 | 119 | 0.9924 | 3.15 | 0.5 | 11 | 5 |
6.8 | 0.53 | 0.35 | 3.8 | 0.034 | 26 | 109 | 0.9906 | 3.26 | 0.57 | 12.7 | 8 |
6.5 | 0.28 | 0.28 | 8.5 | 0.047 | 54 | 210 | 0.9962 | 3.09 | 0.54 | 8.9 | 4 |
6.6 | 0.28 | 0.28 | 8.5 | 0.052 | 55 | 211 | 0.9962 | 3.09 | 0.55 | 8.9 | 6 |
6.8 | 0.28 | 0.4 | 22 | 0.048 | 48 | 167 | 1.001 | 2.93 | 0.5 | 8.7 | 5 |
6.8 | 0.28 | 0.36 | 8 | 0.045 | 28 | 123 | 0.9928 | 3.02 | 0.37 | 11.4 | 6 |
6.6 | 0.15 | 0.34 | 5.1 | 0.055 | 34 | 125 | 0.9942 | 3.36 | 0.42 | 9.6 | 5 |
6.4 | 0.29 | 0.44 | 3.6 | 0.2 | 75 | 181 | 0.9942 | 3.02 | 0.41 | 9.1 | 5 |
6.4 | 0.3 | 0.45 | 3.5 | 0.197 | 76 | 180 | 0.9942 | 3.02 | 0.39 | 9.1 | 6 |
6.4 | 0.29 | 0.44 | 3.6 | 0.197 | 75 | 183 | 0.9942 | 3.01 | 0.38 | 9.1 | 5 |
6.8 | 0.26 | 0.24 | 7.8 | 0.052 | 54 | 214 | 0.9961 | 3.13 | 0.47 | 8.9 | 5 |
7.1 | 0.32 | 0.24 | 13.1 | 0.05 | 52 | 204 | 0.998 | 3.1 | 0.49 | 8.8 | 5 |
6.8 | 0.26 | 0.24 | 7.8 | 0.052 | 54 | 214 | 0.9961 | 3.13 | 0.47 | 8.9 | 5 |