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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 | 0.27 | 0.36 | 20.7 | 0.045 | 45 | 170 | 1.001 | 3 | 0.45 | 8.8 | 6 |
6.3 | 0.3 | 0.34 | 1.6 | 0.049 | 14 | 132 | 0.994 | 3.3 | 0.49 | 9.5 | 6 |
8.1 | 0.28 | 0.4 | 6.9 | 0.05 | 30 | 97 | 0.9951 | 3.26 | 0.44 | 10.1 | 6 |
7.2 | 0.23 | 0.32 | 8.5 | 0.058 | 47 | 186 | 0.9956 | 3.19 | 0.4 | 9.9 | 6 |
7.2 | 0.23 | 0.32 | 8.5 | 0.058 | 47 | 186 | 0.9956 | 3.19 | 0.4 | 9.9 | 6 |
8.1 | 0.28 | 0.4 | 6.9 | 0.05 | 30 | 97 | 0.9951 | 3.26 | 0.44 | 10.1 | 6 |
6.2 | 0.32 | 0.16 | 7 | 0.045 | 30 | 136 | 0.9949 | 3.18 | 0.47 | 9.6 | 6 |
7 | 0.27 | 0.36 | 20.7 | 0.045 | 45 | 170 | 1.001 | 3 | 0.45 | 8.8 | 6 |
6.3 | 0.3 | 0.34 | 1.6 | 0.049 | 14 | 132 | 0.994 | 3.3 | 0.49 | 9.5 | 6 |
8.1 | 0.22 | 0.43 | 1.5 | 0.044 | 28 | 129 | 0.9938 | 3.22 | 0.45 | 11 | 6 |
8.1 | 0.27 | 0.41 | 1.45 | 0.033 | 11 | 63 | 0.9908 | 2.99 | 0.56 | 12 | 5 |
8.6 | 0.23 | 0.4 | 4.2 | 0.035 | 17 | 109 | 0.9947 | 3.14 | 0.53 | 9.7 | 5 |
7.9 | 0.18 | 0.37 | 1.2 | 0.04 | 16 | 75 | 0.992 | 3.18 | 0.63 | 10.8 | 5 |
6.6 | 0.16 | 0.4 | 1.5 | 0.044 | 48 | 143 | 0.9912 | 3.54 | 0.52 | 12.4 | 7 |
8.3 | 0.42 | 0.62 | 19.25 | 0.04 | 41 | 172 | 1.0002 | 2.98 | 0.67 | 9.7 | 5 |
6.6 | 0.17 | 0.38 | 1.5 | 0.032 | 28 | 112 | 0.9914 | 3.25 | 0.55 | 11.4 | 7 |
6.3 | 0.48 | 0.04 | 1.1 | 0.046 | 30 | 99 | 0.9928 | 3.24 | 0.36 | 9.6 | 6 |
6.2 | 0.66 | 0.48 | 1.2 | 0.029 | 29 | 75 | 0.9892 | 3.33 | 0.39 | 12.8 | 8 |
7.4 | 0.34 | 0.42 | 1.1 | 0.033 | 17 | 171 | 0.9917 | 3.12 | 0.53 | 11.3 | 6 |
6.5 | 0.31 | 0.14 | 7.5 | 0.044 | 34 | 133 | 0.9955 | 3.22 | 0.5 | 9.5 | 5 |
6.2 | 0.66 | 0.48 | 1.2 | 0.029 | 29 | 75 | 0.9892 | 3.33 | 0.39 | 12.8 | 8 |
6.4 | 0.31 | 0.38 | 2.9 | 0.038 | 19 | 102 | 0.9912 | 3.17 | 0.35 | 11 | 7 |
6.8 | 0.26 | 0.42 | 1.7 | 0.049 | 41 | 122 | 0.993 | 3.47 | 0.48 | 10.5 | 8 |
7.6 | 0.67 | 0.14 | 1.5 | 0.074 | 25 | 168 | 0.9937 | 3.05 | 0.51 | 9.3 | 5 |
6.6 | 0.27 | 0.41 | 1.3 | 0.052 | 16 | 142 | 0.9951 | 3.42 | 0.47 | 10 | 6 |
7 | 0.25 | 0.32 | 9 | 0.046 | 56 | 245 | 0.9955 | 3.25 | 0.5 | 10.4 | 6 |
6.9 | 0.24 | 0.35 | 1 | 0.052 | 35 | 146 | 0.993 | 3.45 | 0.44 | 10 | 6 |
7 | 0.28 | 0.39 | 8.7 | 0.051 | 32 | 141 | 0.9961 | 3.38 | 0.53 | 10.5 | 6 |
7.4 | 0.27 | 0.48 | 1.1 | 0.047 | 17 | 132 | 0.9914 | 3.19 | 0.49 | 11.6 | 6 |
7.2 | 0.32 | 0.36 | 2 | 0.033 | 37 | 114 | 0.9906 | 3.1 | 0.71 | 12.3 | 7 |
8.5 | 0.24 | 0.39 | 10.4 | 0.044 | 20 | 142 | 0.9974 | 3.2 | 0.53 | 10 | 6 |
8.3 | 0.14 | 0.34 | 1.1 | 0.042 | 7 | 47 | 0.9934 | 3.47 | 0.4 | 10.2 | 6 |
7.4 | 0.25 | 0.36 | 2.05 | 0.05 | 31 | 100 | 0.992 | 3.19 | 0.44 | 10.8 | 6 |
6.2 | 0.12 | 0.34 | 1.5 | 0.045 | 43 | 117 | 0.9939 | 3.42 | 0.51 | 9 | 6 |
5.8 | 0.27 | 0.2 | 14.95 | 0.044 | 22 | 179 | 0.9962 | 3.37 | 0.37 | 10.2 | 5 |
7.3 | 0.28 | 0.43 | 1.7 | 0.08 | 21 | 123 | 0.9905 | 3.19 | 0.42 | 12.8 | 5 |
6.5 | 0.39 | 0.23 | 5.4 | 0.051 | 25 | 149 | 0.9934 | 3.24 | 0.35 | 10 | 5 |
7 | 0.33 | 0.32 | 1.2 | 0.053 | 38 | 138 | 0.9906 | 3.13 | 0.28 | 11.2 | 6 |
7.3 | 0.24 | 0.39 | 17.95 | 0.057 | 45 | 149 | 0.9999 | 3.21 | 0.36 | 8.6 | 5 |
7.3 | 0.24 | 0.39 | 17.95 | 0.057 | 45 | 149 | 0.9999 | 3.21 | 0.36 | 8.6 | 5 |
6.7 | 0.23 | 0.39 | 2.5 | 0.172 | 63 | 158 | 0.9937 | 3.11 | 0.36 | 9.4 | 6 |
6.7 | 0.24 | 0.39 | 2.9 | 0.173 | 63 | 157 | 0.9937 | 3.1 | 0.34 | 9.4 | 6 |
7 | 0.31 | 0.26 | 7.4 | 0.069 | 28 | 160 | 0.9954 | 3.13 | 0.46 | 9.8 | 6 |
6.6 | 0.24 | 0.27 | 1.4 | 0.057 | 33 | 152 | 0.9934 | 3.22 | 0.56 | 9.5 | 6 |
6.7 | 0.23 | 0.26 | 1.4 | 0.06 | 33 | 154 | 0.9934 | 3.24 | 0.56 | 9.5 | 6 |
7.4 | 0.18 | 0.31 | 1.4 | 0.058 | 38 | 167 | 0.9931 | 3.16 | 0.53 | 10 | 7 |
6.2 | 0.45 | 0.26 | 4.4 | 0.063 | 63 | 206 | 0.994 | 3.27 | 0.52 | 9.8 | 4 |
6.2 | 0.46 | 0.25 | 4.4 | 0.066 | 62 | 207 | 0.9939 | 3.25 | 0.52 | 9.8 | 5 |
7 | 0.31 | 0.26 | 7.4 | 0.069 | 28 | 160 | 0.9954 | 3.13 | 0.46 | 9.8 | 6 |
6.9 | 0.19 | 0.35 | 5 | 0.067 | 32 | 150 | 0.995 | 3.36 | 0.48 | 9.8 | 5 |
7.2 | 0.19 | 0.31 | 1.6 | 0.062 | 31 | 173 | 0.9917 | 3.35 | 0.44 | 11.7 | 6 |
6.6 | 0.25 | 0.29 | 1.1 | 0.068 | 39 | 124 | 0.9914 | 3.34 | 0.58 | 11 | 7 |
6.2 | 0.16 | 0.33 | 1.1 | 0.057 | 21 | 82 | 0.991 | 3.32 | 0.46 | 10.9 | 7 |
6.4 | 0.18 | 0.35 | 1 | 0.045 | 39 | 108 | 0.9911 | 3.31 | 0.35 | 10.9 | 6 |
6.8 | 0.2 | 0.59 | 0.9 | 0.147 | 38 | 132 | 0.993 | 3.05 | 0.38 | 9.1 | 6 |
6.9 | 0.25 | 0.35 | 1.3 | 0.039 | 29 | 191 | 0.9908 | 3.13 | 0.52 | 11 | 6 |
7.2 | 0.21 | 0.34 | 11.9 | 0.043 | 37 | 213 | 0.9962 | 3.09 | 0.5 | 9.6 | 6 |
6 | 0.19 | 0.26 | 12.4 | 0.048 | 50 | 147 | 0.9972 | 3.3 | 0.36 | 8.9 | 6 |
6.6 | 0.38 | 0.15 | 4.6 | 0.044 | 25 | 78 | 0.9931 | 3.11 | 0.38 | 10.2 | 6 |
7.4 | 0.2 | 0.36 | 1.2 | 0.038 | 44 | 111 | 0.9926 | 3.36 | 0.34 | 9.9 | 6 |
6.8 | 0.22 | 0.24 | 4.9 | 0.092 | 30 | 123 | 0.9951 | 3.03 | 0.46 | 8.6 | 6 |
6 | 0.19 | 0.26 | 12.4 | 0.048 | 50 | 147 | 0.9972 | 3.3 | 0.36 | 8.9 | 6 |
7 | 0.47 | 0.07 | 1.1 | 0.035 | 17 | 151 | 0.991 | 3.02 | 0.34 | 10.5 | 5 |
6.6 | 0.38 | 0.15 | 4.6 | 0.044 | 25 | 78 | 0.9931 | 3.11 | 0.38 | 10.2 | 6 |
7.2 | 0.24 | 0.27 | 1.4 | 0.038 | 31 | 122 | 0.9927 | 3.15 | 0.46 | 10.3 | 6 |
6.2 | 0.35 | 0.03 | 1.2 | 0.064 | 29 | 120 | 0.9934 | 3.22 | 0.54 | 9.1 | 5 |
6.4 | 0.26 | 0.24 | 6.4 | 0.04 | 27 | 124 | 0.9903 | 3.22 | 0.49 | 12.6 | 7 |
6.7 | 0.25 | 0.13 | 1.2 | 0.041 | 81 | 174 | 0.992 | 3.14 | 0.42 | 9.8 | 5 |
6.7 | 0.23 | 0.31 | 2.1 | 0.046 | 30 | 96 | 0.9926 | 3.33 | 0.64 | 10.7 | 8 |
7.4 | 0.24 | 0.29 | 10.1 | 0.05 | 21 | 105 | 0.9962 | 3.13 | 0.35 | 9.5 | 5 |
6.2 | 0.27 | 0.43 | 7.8 | 0.056 | 48 | 244 | 0.9956 | 3.1 | 0.51 | 9 | 6 |
6.8 | 0.3 | 0.23 | 4.6 | 0.061 | 50.5 | 238.5 | 0.9958 | 3.32 | 0.6 | 9.5 | 5 |
6 | 0.27 | 0.28 | 4.8 | 0.063 | 31 | 201 | 0.9964 | 3.69 | 0.71 | 10 | 5 |
8.6 | 0.23 | 0.46 | 1 | 0.054 | 9 | 72 | 0.9941 | 2.95 | 0.49 | 9.1 | 6 |
6.7 | 0.23 | 0.31 | 2.1 | 0.046 | 30 | 96 | 0.9926 | 3.33 | 0.64 | 10.7 | 8 |
7.4 | 0.24 | 0.29 | 10.1 | 0.05 | 21 | 105 | 0.9962 | 3.13 | 0.35 | 9.5 | 5 |
7.1 | 0.18 | 0.36 | 1.4 | 0.043 | 31 | 87 | 0.9898 | 3.26 | 0.37 | 12.7 | 7 |
7 | 0.32 | 0.34 | 1.3 | 0.042 | 20 | 69 | 0.9912 | 3.31 | 0.65 | 12 | 7 |
7.4 | 0.18 | 0.3 | 8.8 | 0.064 | 26 | 103 | 0.9961 | 2.94 | 0.56 | 9.3 | 5 |
6.7 | 0.54 | 0.28 | 5.4 | 0.06 | 21 | 105 | 0.9949 | 3.27 | 0.37 | 9 | 5 |
6.8 | 0.22 | 0.31 | 1.4 | 0.053 | 34 | 114 | 0.9929 | 3.39 | 0.77 | 10.6 | 6 |
7.1 | 0.2 | 0.34 | 16 | 0.05 | 51 | 166 | 0.9985 | 3.21 | 0.6 | 9.2 | 6 |
7.1 | 0.34 | 0.2 | 6.1 | 0.063 | 47 | 164 | 0.9946 | 3.17 | 0.42 | 10 | 5 |
7.3 | 0.22 | 0.3 | 8.2 | 0.047 | 42 | 207 | 0.9966 | 3.33 | 0.46 | 9.5 | 6 |
7.1 | 0.43 | 0.61 | 11.8 | 0.045 | 54 | 155 | 0.9974 | 3.11 | 0.45 | 8.7 | 5 |
7.1 | 0.44 | 0.62 | 11.8 | 0.044 | 52 | 152 | 0.9975 | 3.12 | 0.46 | 8.7 | 6 |
7.2 | 0.39 | 0.63 | 11 | 0.044 | 55 | 156 | 0.9974 | 3.09 | 0.44 | 8.7 | 6 |
6.8 | 0.25 | 0.31 | 13.3 | 0.05 | 69 | 202 | 0.9972 | 3.22 | 0.48 | 9.7 | 6 |
7.1 | 0.43 | 0.61 | 11.8 | 0.045 | 54 | 155 | 0.9974 | 3.11 | 0.45 | 8.7 | 5 |
7.1 | 0.44 | 0.62 | 11.8 | 0.044 | 52 | 152 | 0.9975 | 3.12 | 0.46 | 8.7 | 6 |
7.2 | 0.39 | 0.63 | 11 | 0.044 | 55 | 156 | 0.9974 | 3.09 | 0.44 | 8.7 | 6 |
6.1 | 0.27 | 0.43 | 7.5 | 0.049 | 65 | 243 | 0.9957 | 3.12 | 0.47 | 9 | 5 |
6.9 | 0.24 | 0.33 | 1.7 | 0.035 | 47 | 136 | 0.99 | 3.26 | 0.4 | 12.6 | 7 |
6.9 | 0.21 | 0.33 | 1.8 | 0.034 | 48 | 136 | 0.9899 | 3.25 | 0.41 | 12.6 | 7 |
7.5 | 0.17 | 0.32 | 1.7 | 0.04 | 51 | 148 | 0.9916 | 3.21 | 0.44 | 11.5 | 7 |
7.1 | 0.26 | 0.29 | 12.4 | 0.044 | 62 | 240 | 0.9969 | 3.04 | 0.42 | 9.2 | 6 |
6 | 0.34 | 0.66 | 15.9 | 0.046 | 26 | 164 | 0.9979 | 3.14 | 0.5 | 8.8 | 6 |
8.6 | 0.265 | 0.36 | 1.2 | 0.034 | 15 | 80 | 0.9913 | 2.95 | 0.36 | 11.4 | 7 |
9.8 | 0.36 | 0.46 | 10.5 | 0.038 | 4 | 83 | 0.9956 | 2.89 | 0.3 | 10.1 | 4 |
6 | 0.34 | 0.66 | 15.9 | 0.046 | 26 | 164 | 0.9979 | 3.14 | 0.5 | 8.8 | 6 |
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