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fixed acidity
float64 4.6
15.9
| volatile acidity
float64 0.12
1.58
| citric acid
float64 0
1
| residual sugar
float64 0.9
15.5
| chlorides
float64 0.01
0.61
| free sulfur dioxide
float64 1
72
| total sulfur dioxide
float64 6
289
| density
float64 0.99
1
| pH
float64 2.74
4.01
| sulphates
float64 0.33
2
| alcohol
float64 8.4
14.9
| quality
int64 3
8
|
---|---|---|---|---|---|---|---|---|---|---|---|
7.4 | 0.7 | 0 | 1.9 | 0.076 | 11 | 34 | 0.9978 | 3.51 | 0.56 | 9.4 | 5 |
7.8 | 0.88 | 0 | 2.6 | 0.098 | 25 | 67 | 0.9968 | 3.2 | 0.68 | 9.8 | 5 |
7.8 | 0.76 | 0.04 | 2.3 | 0.092 | 15 | 54 | 0.997 | 3.26 | 0.65 | 9.8 | 5 |
11.2 | 0.28 | 0.56 | 1.9 | 0.075 | 17 | 60 | 0.998 | 3.16 | 0.58 | 9.8 | 6 |
7.4 | 0.7 | 0 | 1.9 | 0.076 | 11 | 34 | 0.9978 | 3.51 | 0.56 | 9.4 | 5 |
7.4 | 0.66 | 0 | 1.8 | 0.075 | 13 | 40 | 0.9978 | 3.51 | 0.56 | 9.4 | 5 |
7.9 | 0.6 | 0.06 | 1.6 | 0.069 | 15 | 59 | 0.9964 | 3.3 | 0.46 | 9.4 | 5 |
7.3 | 0.65 | 0 | 1.2 | 0.065 | 15 | 21 | 0.9946 | 3.39 | 0.47 | 10 | 7 |
7.8 | 0.58 | 0.02 | 2 | 0.073 | 9 | 18 | 0.9968 | 3.36 | 0.57 | 9.5 | 7 |
7.5 | 0.5 | 0.36 | 6.1 | 0.071 | 17 | 102 | 0.9978 | 3.35 | 0.8 | 10.5 | 5 |
6.7 | 0.58 | 0.08 | 1.8 | 0.097 | 15 | 65 | 0.9959 | 3.28 | 0.54 | 9.2 | 5 |
7.5 | 0.5 | 0.36 | 6.1 | 0.071 | 17 | 102 | 0.9978 | 3.35 | 0.8 | 10.5 | 5 |
5.6 | 0.615 | 0 | 1.6 | 0.089 | 16 | 59 | 0.9943 | 3.58 | 0.52 | 9.9 | 5 |
7.8 | 0.61 | 0.29 | 1.6 | 0.114 | 9 | 29 | 0.9974 | 3.26 | 1.56 | 9.1 | 5 |
8.9 | 0.62 | 0.18 | 3.8 | 0.176 | 52 | 145 | 0.9986 | 3.16 | 0.88 | 9.2 | 5 |
8.9 | 0.62 | 0.19 | 3.9 | 0.17 | 51 | 148 | 0.9986 | 3.17 | 0.93 | 9.2 | 5 |
8.5 | 0.28 | 0.56 | 1.8 | 0.092 | 35 | 103 | 0.9969 | 3.3 | 0.75 | 10.5 | 7 |
8.1 | 0.56 | 0.28 | 1.7 | 0.368 | 16 | 56 | 0.9968 | 3.11 | 1.28 | 9.3 | 5 |
7.4 | 0.59 | 0.08 | 4.4 | 0.086 | 6 | 29 | 0.9974 | 3.38 | 0.5 | 9 | 4 |
7.9 | 0.32 | 0.51 | 1.8 | 0.341 | 17 | 56 | 0.9969 | 3.04 | 1.08 | 9.2 | 6 |
8.9 | 0.22 | 0.48 | 1.8 | 0.077 | 29 | 60 | 0.9968 | 3.39 | 0.53 | 9.4 | 6 |
7.6 | 0.39 | 0.31 | 2.3 | 0.082 | 23 | 71 | 0.9982 | 3.52 | 0.65 | 9.7 | 5 |
7.9 | 0.43 | 0.21 | 1.6 | 0.106 | 10 | 37 | 0.9966 | 3.17 | 0.91 | 9.5 | 5 |
8.5 | 0.49 | 0.11 | 2.3 | 0.084 | 9 | 67 | 0.9968 | 3.17 | 0.53 | 9.4 | 5 |
6.9 | 0.4 | 0.14 | 2.4 | 0.085 | 21 | 40 | 0.9968 | 3.43 | 0.63 | 9.7 | 6 |
6.3 | 0.39 | 0.16 | 1.4 | 0.08 | 11 | 23 | 0.9955 | 3.34 | 0.56 | 9.3 | 5 |
7.6 | 0.41 | 0.24 | 1.8 | 0.08 | 4 | 11 | 0.9962 | 3.28 | 0.59 | 9.5 | 5 |
7.9 | 0.43 | 0.21 | 1.6 | 0.106 | 10 | 37 | 0.9966 | 3.17 | 0.91 | 9.5 | 5 |
7.1 | 0.71 | 0 | 1.9 | 0.08 | 14 | 35 | 0.9972 | 3.47 | 0.55 | 9.4 | 5 |
7.8 | 0.645 | 0 | 2 | 0.082 | 8 | 16 | 0.9964 | 3.38 | 0.59 | 9.8 | 6 |
6.7 | 0.675 | 0.07 | 2.4 | 0.089 | 17 | 82 | 0.9958 | 3.35 | 0.54 | 10.1 | 5 |
6.9 | 0.685 | 0 | 2.5 | 0.105 | 22 | 37 | 0.9966 | 3.46 | 0.57 | 10.6 | 6 |
8.3 | 0.655 | 0.12 | 2.3 | 0.083 | 15 | 113 | 0.9966 | 3.17 | 0.66 | 9.8 | 5 |
6.9 | 0.605 | 0.12 | 10.7 | 0.073 | 40 | 83 | 0.9993 | 3.45 | 0.52 | 9.4 | 6 |
5.2 | 0.32 | 0.25 | 1.8 | 0.103 | 13 | 50 | 0.9957 | 3.38 | 0.55 | 9.2 | 5 |
7.8 | 0.645 | 0 | 5.5 | 0.086 | 5 | 18 | 0.9986 | 3.4 | 0.55 | 9.6 | 6 |
7.8 | 0.6 | 0.14 | 2.4 | 0.086 | 3 | 15 | 0.9975 | 3.42 | 0.6 | 10.8 | 6 |
8.1 | 0.38 | 0.28 | 2.1 | 0.066 | 13 | 30 | 0.9968 | 3.23 | 0.73 | 9.7 | 7 |
5.7 | 1.13 | 0.09 | 1.5 | 0.172 | 7 | 19 | 0.994 | 3.5 | 0.48 | 9.8 | 4 |
7.3 | 0.45 | 0.36 | 5.9 | 0.074 | 12 | 87 | 0.9978 | 3.33 | 0.83 | 10.5 | 5 |
7.3 | 0.45 | 0.36 | 5.9 | 0.074 | 12 | 87 | 0.9978 | 3.33 | 0.83 | 10.5 | 5 |
8.8 | 0.61 | 0.3 | 2.8 | 0.088 | 17 | 46 | 0.9976 | 3.26 | 0.51 | 9.3 | 4 |
7.5 | 0.49 | 0.2 | 2.6 | 0.332 | 8 | 14 | 0.9968 | 3.21 | 0.9 | 10.5 | 6 |
8.1 | 0.66 | 0.22 | 2.2 | 0.069 | 9 | 23 | 0.9968 | 3.3 | 1.2 | 10.3 | 5 |
6.8 | 0.67 | 0.02 | 1.8 | 0.05 | 5 | 11 | 0.9962 | 3.48 | 0.52 | 9.5 | 5 |
4.6 | 0.52 | 0.15 | 2.1 | 0.054 | 8 | 65 | 0.9934 | 3.9 | 0.56 | 13.1 | 4 |
7.7 | 0.935 | 0.43 | 2.2 | 0.114 | 22 | 114 | 0.997 | 3.25 | 0.73 | 9.2 | 5 |
8.7 | 0.29 | 0.52 | 1.6 | 0.113 | 12 | 37 | 0.9969 | 3.25 | 0.58 | 9.5 | 5 |
6.4 | 0.4 | 0.23 | 1.6 | 0.066 | 5 | 12 | 0.9958 | 3.34 | 0.56 | 9.2 | 5 |
5.6 | 0.31 | 0.37 | 1.4 | 0.074 | 12 | 96 | 0.9954 | 3.32 | 0.58 | 9.2 | 5 |
8.8 | 0.66 | 0.26 | 1.7 | 0.074 | 4 | 23 | 0.9971 | 3.15 | 0.74 | 9.2 | 5 |
6.6 | 0.52 | 0.04 | 2.2 | 0.069 | 8 | 15 | 0.9956 | 3.4 | 0.63 | 9.4 | 6 |
6.6 | 0.5 | 0.04 | 2.1 | 0.068 | 6 | 14 | 0.9955 | 3.39 | 0.64 | 9.4 | 6 |
8.6 | 0.38 | 0.36 | 3 | 0.081 | 30 | 119 | 0.997 | 3.2 | 0.56 | 9.4 | 5 |
7.6 | 0.51 | 0.15 | 2.8 | 0.11 | 33 | 73 | 0.9955 | 3.17 | 0.63 | 10.2 | 6 |
7.7 | 0.62 | 0.04 | 3.8 | 0.084 | 25 | 45 | 0.9978 | 3.34 | 0.53 | 9.5 | 5 |
10.2 | 0.42 | 0.57 | 3.4 | 0.07 | 4 | 10 | 0.9971 | 3.04 | 0.63 | 9.6 | 5 |
7.5 | 0.63 | 0.12 | 5.1 | 0.111 | 50 | 110 | 0.9983 | 3.26 | 0.77 | 9.4 | 5 |
7.8 | 0.59 | 0.18 | 2.3 | 0.076 | 17 | 54 | 0.9975 | 3.43 | 0.59 | 10 | 5 |
7.3 | 0.39 | 0.31 | 2.4 | 0.074 | 9 | 46 | 0.9962 | 3.41 | 0.54 | 9.4 | 6 |
8.8 | 0.4 | 0.4 | 2.2 | 0.079 | 19 | 52 | 0.998 | 3.44 | 0.64 | 9.2 | 5 |
7.7 | 0.69 | 0.49 | 1.8 | 0.115 | 20 | 112 | 0.9968 | 3.21 | 0.71 | 9.3 | 5 |
7.5 | 0.52 | 0.16 | 1.9 | 0.085 | 12 | 35 | 0.9968 | 3.38 | 0.62 | 9.5 | 7 |
7 | 0.735 | 0.05 | 2 | 0.081 | 13 | 54 | 0.9966 | 3.39 | 0.57 | 9.8 | 5 |
7.2 | 0.725 | 0.05 | 4.65 | 0.086 | 4 | 11 | 0.9962 | 3.41 | 0.39 | 10.9 | 5 |
7.2 | 0.725 | 0.05 | 4.65 | 0.086 | 4 | 11 | 0.9962 | 3.41 | 0.39 | 10.9 | 5 |
7.5 | 0.52 | 0.11 | 1.5 | 0.079 | 11 | 39 | 0.9968 | 3.42 | 0.58 | 9.6 | 5 |
6.6 | 0.705 | 0.07 | 1.6 | 0.076 | 6 | 15 | 0.9962 | 3.44 | 0.58 | 10.7 | 5 |
9.3 | 0.32 | 0.57 | 2 | 0.074 | 27 | 65 | 0.9969 | 3.28 | 0.79 | 10.7 | 5 |
8 | 0.705 | 0.05 | 1.9 | 0.074 | 8 | 19 | 0.9962 | 3.34 | 0.95 | 10.5 | 6 |
7.7 | 0.63 | 0.08 | 1.9 | 0.076 | 15 | 27 | 0.9967 | 3.32 | 0.54 | 9.5 | 6 |
7.7 | 0.67 | 0.23 | 2.1 | 0.088 | 17 | 96 | 0.9962 | 3.32 | 0.48 | 9.5 | 5 |
7.7 | 0.69 | 0.22 | 1.9 | 0.084 | 18 | 94 | 0.9961 | 3.31 | 0.48 | 9.5 | 5 |
8.3 | 0.675 | 0.26 | 2.1 | 0.084 | 11 | 43 | 0.9976 | 3.31 | 0.53 | 9.2 | 4 |
9.7 | 0.32 | 0.54 | 2.5 | 0.094 | 28 | 83 | 0.9984 | 3.28 | 0.82 | 9.6 | 5 |
8.8 | 0.41 | 0.64 | 2.2 | 0.093 | 9 | 42 | 0.9986 | 3.54 | 0.66 | 10.5 | 5 |
8.8 | 0.41 | 0.64 | 2.2 | 0.093 | 9 | 42 | 0.9986 | 3.54 | 0.66 | 10.5 | 5 |
6.8 | 0.785 | 0 | 2.4 | 0.104 | 14 | 30 | 0.9966 | 3.52 | 0.55 | 10.7 | 6 |
6.7 | 0.75 | 0.12 | 2 | 0.086 | 12 | 80 | 0.9958 | 3.38 | 0.52 | 10.1 | 5 |
8.3 | 0.625 | 0.2 | 1.5 | 0.08 | 27 | 119 | 0.9972 | 3.16 | 1.12 | 9.1 | 4 |
6.2 | 0.45 | 0.2 | 1.6 | 0.069 | 3 | 15 | 0.9958 | 3.41 | 0.56 | 9.2 | 5 |
7.8 | 0.43 | 0.7 | 1.9 | 0.464 | 22 | 67 | 0.9974 | 3.13 | 1.28 | 9.4 | 5 |
7.4 | 0.5 | 0.47 | 2 | 0.086 | 21 | 73 | 0.997 | 3.36 | 0.57 | 9.1 | 5 |
7.3 | 0.67 | 0.26 | 1.8 | 0.401 | 16 | 51 | 0.9969 | 3.16 | 1.14 | 9.4 | 5 |
6.3 | 0.3 | 0.48 | 1.8 | 0.069 | 18 | 61 | 0.9959 | 3.44 | 0.78 | 10.3 | 6 |
6.9 | 0.55 | 0.15 | 2.2 | 0.076 | 19 | 40 | 0.9961 | 3.41 | 0.59 | 10.1 | 5 |
8.6 | 0.49 | 0.28 | 1.9 | 0.11 | 20 | 136 | 0.9972 | 2.93 | 1.95 | 9.9 | 6 |
7.7 | 0.49 | 0.26 | 1.9 | 0.062 | 9 | 31 | 0.9966 | 3.39 | 0.64 | 9.6 | 5 |
9.3 | 0.39 | 0.44 | 2.1 | 0.107 | 34 | 125 | 0.9978 | 3.14 | 1.22 | 9.5 | 5 |
7 | 0.62 | 0.08 | 1.8 | 0.076 | 8 | 24 | 0.9978 | 3.48 | 0.53 | 9 | 5 |
7.9 | 0.52 | 0.26 | 1.9 | 0.079 | 42 | 140 | 0.9964 | 3.23 | 0.54 | 9.5 | 5 |
8.6 | 0.49 | 0.28 | 1.9 | 0.11 | 20 | 136 | 0.9972 | 2.93 | 1.95 | 9.9 | 6 |
8.6 | 0.49 | 0.29 | 2 | 0.11 | 19 | 133 | 0.9972 | 2.93 | 1.98 | 9.8 | 5 |
7.7 | 0.49 | 0.26 | 1.9 | 0.062 | 9 | 31 | 0.9966 | 3.39 | 0.64 | 9.6 | 5 |
5 | 1.02 | 0.04 | 1.4 | 0.045 | 41 | 85 | 0.9938 | 3.75 | 0.48 | 10.5 | 4 |
4.7 | 0.6 | 0.17 | 2.3 | 0.058 | 17 | 106 | 0.9932 | 3.85 | 0.6 | 12.9 | 6 |
6.8 | 0.775 | 0 | 3 | 0.102 | 8 | 23 | 0.9965 | 3.45 | 0.56 | 10.7 | 5 |
7 | 0.5 | 0.25 | 2 | 0.07 | 3 | 22 | 0.9963 | 3.25 | 0.63 | 9.2 | 5 |
7.6 | 0.9 | 0.06 | 2.5 | 0.079 | 5 | 10 | 0.9967 | 3.39 | 0.56 | 9.8 | 5 |
8.1 | 0.545 | 0.18 | 1.9 | 0.08 | 13 | 35 | 0.9972 | 3.3 | 0.59 | 9 | 6 |
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