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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
|
---|---|---|---|---|---|---|---|---|---|---|---|
8.3 | 0.61 | 0.3 | 2.1 | 0.084 | 11 | 50 | 0.9972 | 3.4 | 0.61 | 10.2 | 6 |
7.8 | 0.5 | 0.3 | 1.9 | 0.075 | 8 | 22 | 0.9959 | 3.31 | 0.56 | 10.4 | 6 |
8.1 | 0.545 | 0.18 | 1.9 | 0.08 | 13 | 35 | 0.9972 | 3.3 | 0.59 | 9 | 6 |
8.1 | 0.575 | 0.22 | 2.1 | 0.077 | 12 | 65 | 0.9967 | 3.29 | 0.51 | 9.2 | 5 |
7.2 | 0.49 | 0.24 | 2.2 | 0.07 | 5 | 36 | 0.996 | 3.33 | 0.48 | 9.4 | 5 |
8.1 | 0.575 | 0.22 | 2.1 | 0.077 | 12 | 65 | 0.9967 | 3.29 | 0.51 | 9.2 | 5 |
7.8 | 0.41 | 0.68 | 1.7 | 0.467 | 18 | 69 | 0.9973 | 3.08 | 1.31 | 9.3 | 5 |
6.2 | 0.63 | 0.31 | 1.7 | 0.088 | 15 | 64 | 0.9969 | 3.46 | 0.79 | 9.3 | 5 |
8 | 0.33 | 0.53 | 2.5 | 0.091 | 18 | 80 | 0.9976 | 3.37 | 0.8 | 9.6 | 6 |
8.1 | 0.785 | 0.52 | 2 | 0.122 | 37 | 153 | 0.9969 | 3.21 | 0.69 | 9.3 | 5 |
7.8 | 0.56 | 0.19 | 1.8 | 0.104 | 12 | 47 | 0.9964 | 3.19 | 0.93 | 9.5 | 5 |
8.4 | 0.62 | 0.09 | 2.2 | 0.084 | 11 | 108 | 0.9964 | 3.15 | 0.66 | 9.8 | 5 |
8.4 | 0.6 | 0.1 | 2.2 | 0.085 | 14 | 111 | 0.9964 | 3.15 | 0.66 | 9.8 | 5 |
10.1 | 0.31 | 0.44 | 2.3 | 0.08 | 22 | 46 | 0.9988 | 3.32 | 0.67 | 9.7 | 6 |
7.8 | 0.56 | 0.19 | 1.8 | 0.104 | 12 | 47 | 0.9964 | 3.19 | 0.93 | 9.5 | 5 |
9.4 | 0.4 | 0.31 | 2.2 | 0.09 | 13 | 62 | 0.9966 | 3.07 | 0.63 | 10.5 | 6 |
8.3 | 0.54 | 0.28 | 1.9 | 0.077 | 11 | 40 | 0.9978 | 3.39 | 0.61 | 10 | 6 |
7.8 | 0.56 | 0.12 | 2 | 0.082 | 7 | 28 | 0.997 | 3.37 | 0.5 | 9.4 | 6 |
8.8 | 0.55 | 0.04 | 2.2 | 0.119 | 14 | 56 | 0.9962 | 3.21 | 0.6 | 10.9 | 6 |
7 | 0.69 | 0.08 | 1.8 | 0.097 | 22 | 89 | 0.9959 | 3.34 | 0.54 | 9.2 | 6 |
7.3 | 1.07 | 0.09 | 1.7 | 0.178 | 10 | 89 | 0.9962 | 3.3 | 0.57 | 9 | 5 |
8.8 | 0.55 | 0.04 | 2.2 | 0.119 | 14 | 56 | 0.9962 | 3.21 | 0.6 | 10.9 | 6 |
7.3 | 0.695 | 0 | 2.5 | 0.075 | 3 | 13 | 0.998 | 3.49 | 0.52 | 9.2 | 5 |
8 | 0.71 | 0 | 2.6 | 0.08 | 11 | 34 | 0.9976 | 3.44 | 0.53 | 9.5 | 5 |
7.8 | 0.5 | 0.17 | 1.6 | 0.082 | 21 | 102 | 0.996 | 3.39 | 0.48 | 9.5 | 5 |
9 | 0.62 | 0.04 | 1.9 | 0.146 | 27 | 90 | 0.9984 | 3.16 | 0.7 | 9.4 | 5 |
8.2 | 1.33 | 0 | 1.7 | 0.081 | 3 | 12 | 0.9964 | 3.53 | 0.49 | 10.9 | 5 |
8.1 | 1.33 | 0 | 1.8 | 0.082 | 3 | 12 | 0.9964 | 3.54 | 0.48 | 10.9 | 5 |
8 | 0.59 | 0.16 | 1.8 | 0.065 | 3 | 16 | 0.9962 | 3.42 | 0.92 | 10.5 | 7 |
6.1 | 0.38 | 0.15 | 1.8 | 0.072 | 6 | 19 | 0.9955 | 3.42 | 0.57 | 9.4 | 5 |
8 | 0.745 | 0.56 | 2 | 0.118 | 30 | 134 | 0.9968 | 3.24 | 0.66 | 9.4 | 5 |
5.6 | 0.5 | 0.09 | 2.3 | 0.049 | 17 | 99 | 0.9937 | 3.63 | 0.63 | 13 | 5 |
5.6 | 0.5 | 0.09 | 2.3 | 0.049 | 17 | 99 | 0.9937 | 3.63 | 0.63 | 13 | 5 |
6.6 | 0.5 | 0.01 | 1.5 | 0.06 | 17 | 26 | 0.9952 | 3.4 | 0.58 | 9.8 | 6 |
7.9 | 1.04 | 0.05 | 2.2 | 0.084 | 13 | 29 | 0.9959 | 3.22 | 0.55 | 9.9 | 6 |
8.4 | 0.745 | 0.11 | 1.9 | 0.09 | 16 | 63 | 0.9965 | 3.19 | 0.82 | 9.6 | 5 |
8.3 | 0.715 | 0.15 | 1.8 | 0.089 | 10 | 52 | 0.9968 | 3.23 | 0.77 | 9.5 | 5 |
7.2 | 0.415 | 0.36 | 2 | 0.081 | 13 | 45 | 0.9972 | 3.48 | 0.64 | 9.2 | 5 |
7.8 | 0.56 | 0.19 | 2.1 | 0.081 | 15 | 105 | 0.9962 | 3.33 | 0.54 | 9.5 | 5 |
7.8 | 0.56 | 0.19 | 2 | 0.081 | 17 | 108 | 0.9962 | 3.32 | 0.54 | 9.5 | 5 |
8.4 | 0.745 | 0.11 | 1.9 | 0.09 | 16 | 63 | 0.9965 | 3.19 | 0.82 | 9.6 | 5 |
8.3 | 0.715 | 0.15 | 1.8 | 0.089 | 10 | 52 | 0.9968 | 3.23 | 0.77 | 9.5 | 5 |
5.2 | 0.34 | 0 | 1.8 | 0.05 | 27 | 63 | 0.9916 | 3.68 | 0.79 | 14 | 6 |
6.3 | 0.39 | 0.08 | 1.7 | 0.066 | 3 | 20 | 0.9954 | 3.34 | 0.58 | 9.4 | 5 |
5.2 | 0.34 | 0 | 1.8 | 0.05 | 27 | 63 | 0.9916 | 3.68 | 0.79 | 14 | 6 |
8.1 | 0.67 | 0.55 | 1.8 | 0.117 | 32 | 141 | 0.9968 | 3.17 | 0.62 | 9.4 | 5 |
5.8 | 0.68 | 0.02 | 1.8 | 0.087 | 21 | 94 | 0.9944 | 3.54 | 0.52 | 10 | 5 |
7.6 | 0.49 | 0.26 | 1.6 | 0.236 | 10 | 88 | 0.9968 | 3.11 | 0.8 | 9.3 | 5 |
6.9 | 0.49 | 0.1 | 2.3 | 0.074 | 12 | 30 | 0.9959 | 3.42 | 0.58 | 10.2 | 6 |
8.2 | 0.4 | 0.44 | 2.8 | 0.089 | 11 | 43 | 0.9975 | 3.53 | 0.61 | 10.5 | 6 |
7.3 | 0.33 | 0.47 | 2.1 | 0.077 | 5 | 11 | 0.9958 | 3.33 | 0.53 | 10.3 | 6 |
9.2 | 0.52 | 1 | 3.4 | 0.61 | 32 | 69 | 0.9996 | 2.74 | 2 | 9.4 | 4 |
7.5 | 0.6 | 0.03 | 1.8 | 0.095 | 25 | 99 | 0.995 | 3.35 | 0.54 | 10.1 | 5 |
7.5 | 0.6 | 0.03 | 1.8 | 0.095 | 25 | 99 | 0.995 | 3.35 | 0.54 | 10.1 | 5 |
7.1 | 0.43 | 0.42 | 5.5 | 0.07 | 29 | 129 | 0.9973 | 3.42 | 0.72 | 10.5 | 5 |
7.1 | 0.43 | 0.42 | 5.5 | 0.071 | 28 | 128 | 0.9973 | 3.42 | 0.71 | 10.5 | 5 |
7.1 | 0.43 | 0.42 | 5.5 | 0.07 | 29 | 129 | 0.9973 | 3.42 | 0.72 | 10.5 | 5 |
7.1 | 0.43 | 0.42 | 5.5 | 0.071 | 28 | 128 | 0.9973 | 3.42 | 0.71 | 10.5 | 5 |
7.1 | 0.68 | 0 | 2.2 | 0.073 | 12 | 22 | 0.9969 | 3.48 | 0.5 | 9.3 | 5 |
6.8 | 0.6 | 0.18 | 1.9 | 0.079 | 18 | 86 | 0.9968 | 3.59 | 0.57 | 9.3 | 6 |
7.6 | 0.95 | 0.03 | 2 | 0.09 | 7 | 20 | 0.9959 | 3.2 | 0.56 | 9.6 | 5 |
7.6 | 0.68 | 0.02 | 1.3 | 0.072 | 9 | 20 | 0.9965 | 3.17 | 1.08 | 9.2 | 4 |
7.8 | 0.53 | 0.04 | 1.7 | 0.076 | 17 | 31 | 0.9964 | 3.33 | 0.56 | 10 | 6 |
7.4 | 0.6 | 0.26 | 7.3 | 0.07 | 36 | 121 | 0.9982 | 3.37 | 0.49 | 9.4 | 5 |
7.3 | 0.59 | 0.26 | 7.2 | 0.07 | 35 | 121 | 0.9981 | 3.37 | 0.49 | 9.4 | 5 |
7.8 | 0.63 | 0.48 | 1.7 | 0.1 | 14 | 96 | 0.9961 | 3.19 | 0.62 | 9.5 | 5 |
6.8 | 0.64 | 0.1 | 2.1 | 0.085 | 18 | 101 | 0.9956 | 3.34 | 0.52 | 10.2 | 5 |
7.3 | 0.55 | 0.03 | 1.6 | 0.072 | 17 | 42 | 0.9956 | 3.37 | 0.48 | 9 | 4 |
6.8 | 0.63 | 0.07 | 2.1 | 0.089 | 11 | 44 | 0.9953 | 3.47 | 0.55 | 10.4 | 6 |
7.5 | 0.705 | 0.24 | 1.8 | 0.36 | 15 | 63 | 0.9964 | 3 | 1.59 | 9.5 | 5 |
7.9 | 0.885 | 0.03 | 1.8 | 0.058 | 4 | 8 | 0.9972 | 3.36 | 0.33 | 9.1 | 4 |
8 | 0.42 | 0.17 | 2 | 0.073 | 6 | 18 | 0.9972 | 3.29 | 0.61 | 9.2 | 6 |
8 | 0.42 | 0.17 | 2 | 0.073 | 6 | 18 | 0.9972 | 3.29 | 0.61 | 9.2 | 6 |
7.4 | 0.62 | 0.05 | 1.9 | 0.068 | 24 | 42 | 0.9961 | 3.42 | 0.57 | 11.5 | 6 |
7.3 | 0.38 | 0.21 | 2 | 0.08 | 7 | 35 | 0.9961 | 3.33 | 0.47 | 9.5 | 5 |
6.9 | 0.5 | 0.04 | 1.5 | 0.085 | 19 | 49 | 0.9958 | 3.35 | 0.78 | 9.5 | 5 |
7.3 | 0.38 | 0.21 | 2 | 0.08 | 7 | 35 | 0.9961 | 3.33 | 0.47 | 9.5 | 5 |
7.5 | 0.52 | 0.42 | 2.3 | 0.087 | 8 | 38 | 0.9972 | 3.58 | 0.61 | 10.5 | 6 |
7 | 0.805 | 0 | 2.5 | 0.068 | 7 | 20 | 0.9969 | 3.48 | 0.56 | 9.6 | 5 |
8.8 | 0.61 | 0.14 | 2.4 | 0.067 | 10 | 42 | 0.9969 | 3.19 | 0.59 | 9.5 | 5 |
8.8 | 0.61 | 0.14 | 2.4 | 0.067 | 10 | 42 | 0.9969 | 3.19 | 0.59 | 9.5 | 5 |
8.9 | 0.61 | 0.49 | 2 | 0.27 | 23 | 110 | 0.9972 | 3.12 | 1.02 | 9.3 | 5 |
7.2 | 0.73 | 0.02 | 2.5 | 0.076 | 16 | 42 | 0.9972 | 3.44 | 0.52 | 9.3 | 5 |
6.8 | 0.61 | 0.2 | 1.8 | 0.077 | 11 | 65 | 0.9971 | 3.54 | 0.58 | 9.3 | 5 |
6.7 | 0.62 | 0.21 | 1.9 | 0.079 | 8 | 62 | 0.997 | 3.52 | 0.58 | 9.3 | 6 |
8.9 | 0.31 | 0.57 | 2 | 0.111 | 26 | 85 | 0.9971 | 3.26 | 0.53 | 9.7 | 5 |
7.4 | 0.39 | 0.48 | 2 | 0.082 | 14 | 67 | 0.9972 | 3.34 | 0.55 | 9.2 | 5 |
7.7 | 0.705 | 0.1 | 2.6 | 0.084 | 9 | 26 | 0.9976 | 3.39 | 0.49 | 9.7 | 5 |
7.9 | 0.5 | 0.33 | 2 | 0.084 | 15 | 143 | 0.9968 | 3.2 | 0.55 | 9.5 | 5 |
7.9 | 0.49 | 0.32 | 1.9 | 0.082 | 17 | 144 | 0.9968 | 3.2 | 0.55 | 9.5 | 5 |
8.2 | 0.5 | 0.35 | 2.9 | 0.077 | 21 | 127 | 0.9976 | 3.23 | 0.62 | 9.4 | 5 |
6.4 | 0.37 | 0.25 | 1.9 | 0.074 | 21 | 49 | 0.9974 | 3.57 | 0.62 | 9.8 | 6 |
6.8 | 0.63 | 0.12 | 3.8 | 0.099 | 16 | 126 | 0.9969 | 3.28 | 0.61 | 9.5 | 5 |
7.6 | 0.55 | 0.21 | 2.2 | 0.071 | 7 | 28 | 0.9964 | 3.28 | 0.55 | 9.7 | 5 |
7.6 | 0.55 | 0.21 | 2.2 | 0.071 | 7 | 28 | 0.9964 | 3.28 | 0.55 | 9.7 | 5 |
7.8 | 0.59 | 0.33 | 2 | 0.074 | 24 | 120 | 0.9968 | 3.25 | 0.54 | 9.4 | 5 |
7.3 | 0.58 | 0.3 | 2.4 | 0.074 | 15 | 55 | 0.9968 | 3.46 | 0.59 | 10.2 | 5 |
11.5 | 0.3 | 0.6 | 2 | 0.067 | 12 | 27 | 0.9981 | 3.11 | 0.97 | 10.1 | 6 |
5.4 | 0.835 | 0.08 | 1.2 | 0.046 | 13 | 93 | 0.9924 | 3.57 | 0.85 | 13 | 7 |
6.9 | 1.09 | 0.06 | 2.1 | 0.061 | 12 | 31 | 0.9948 | 3.51 | 0.43 | 11.4 | 4 |