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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
|
---|---|---|---|---|---|---|---|---|---|---|---|
7.5 | 0.53 | 0.06 | 2.6 | 0.086 | 20 | 44 | 0.9965 | 3.38 | 0.59 | 10.7 | 6 |
11.1 | 0.18 | 0.48 | 1.5 | 0.068 | 7 | 15 | 0.9973 | 3.22 | 0.64 | 10.1 | 6 |
8.3 | 0.705 | 0.12 | 2.6 | 0.092 | 12 | 28 | 0.9994 | 3.51 | 0.72 | 10 | 5 |
7.4 | 0.67 | 0.12 | 1.6 | 0.186 | 5 | 21 | 0.996 | 3.39 | 0.54 | 9.5 | 5 |
8.4 | 0.65 | 0.6 | 2.1 | 0.112 | 12 | 90 | 0.9973 | 3.2 | 0.52 | 9.2 | 5 |
10.3 | 0.53 | 0.48 | 2.5 | 0.063 | 6 | 25 | 0.9998 | 3.12 | 0.59 | 9.3 | 6 |
7.6 | 0.62 | 0.32 | 2.2 | 0.082 | 7 | 54 | 0.9966 | 3.36 | 0.52 | 9.4 | 5 |
10.3 | 0.41 | 0.42 | 2.4 | 0.213 | 6 | 14 | 0.9994 | 3.19 | 0.62 | 9.5 | 6 |
10.3 | 0.43 | 0.44 | 2.4 | 0.214 | 5 | 12 | 0.9994 | 3.19 | 0.63 | 9.5 | 6 |
7.4 | 0.29 | 0.38 | 1.7 | 0.062 | 9 | 30 | 0.9968 | 3.41 | 0.53 | 9.5 | 6 |
10.3 | 0.53 | 0.48 | 2.5 | 0.063 | 6 | 25 | 0.9998 | 3.12 | 0.59 | 9.3 | 6 |
7.9 | 0.53 | 0.24 | 2 | 0.072 | 15 | 105 | 0.996 | 3.27 | 0.54 | 9.4 | 6 |
9 | 0.46 | 0.31 | 2.8 | 0.093 | 19 | 98 | 0.99815 | 3.32 | 0.63 | 9.5 | 6 |
8.6 | 0.47 | 0.3 | 3 | 0.076 | 30 | 135 | 0.9976 | 3.3 | 0.53 | 9.4 | 5 |
7.4 | 0.36 | 0.29 | 2.6 | 0.087 | 26 | 72 | 0.99645 | 3.39 | 0.68 | 11 | 5 |
7.1 | 0.35 | 0.29 | 2.5 | 0.096 | 20 | 53 | 0.9962 | 3.42 | 0.65 | 11 | 6 |
9.6 | 0.56 | 0.23 | 3.4 | 0.102 | 37 | 92 | 0.9996 | 3.3 | 0.65 | 10.1 | 5 |
9.6 | 0.77 | 0.12 | 2.9 | 0.082 | 30 | 74 | 0.99865 | 3.3 | 0.64 | 10.4 | 6 |
9.8 | 0.66 | 0.39 | 3.2 | 0.083 | 21 | 59 | 0.9989 | 3.37 | 0.71 | 11.5 | 7 |
9.6 | 0.77 | 0.12 | 2.9 | 0.082 | 30 | 74 | 0.99865 | 3.3 | 0.64 | 10.4 | 6 |
9.8 | 0.66 | 0.39 | 3.2 | 0.083 | 21 | 59 | 0.9989 | 3.37 | 0.71 | 11.5 | 7 |
9.3 | 0.61 | 0.26 | 3.4 | 0.09 | 25 | 87 | 0.99975 | 3.24 | 0.62 | 9.7 | 5 |
7.8 | 0.62 | 0.05 | 2.3 | 0.079 | 6 | 18 | 0.99735 | 3.29 | 0.63 | 9.3 | 5 |
10.3 | 0.59 | 0.42 | 2.8 | 0.09 | 35 | 73 | 0.999 | 3.28 | 0.7 | 9.5 | 6 |
10 | 0.49 | 0.2 | 11 | 0.071 | 13 | 50 | 1.0015 | 3.16 | 0.69 | 9.2 | 6 |
10 | 0.49 | 0.2 | 11 | 0.071 | 13 | 50 | 1.0015 | 3.16 | 0.69 | 9.2 | 6 |
11.6 | 0.53 | 0.66 | 3.65 | 0.121 | 6 | 14 | 0.9978 | 3.05 | 0.74 | 11.5 | 7 |
10.3 | 0.44 | 0.5 | 4.5 | 0.107 | 5 | 13 | 0.998 | 3.28 | 0.83 | 11.5 | 5 |
13.4 | 0.27 | 0.62 | 2.6 | 0.082 | 6 | 21 | 1.0002 | 3.16 | 0.67 | 9.7 | 6 |
10.7 | 0.46 | 0.39 | 2 | 0.061 | 7 | 15 | 0.9981 | 3.18 | 0.62 | 9.5 | 5 |
10.2 | 0.36 | 0.64 | 2.9 | 0.122 | 10 | 41 | 0.998 | 3.23 | 0.66 | 12.5 | 6 |
10.2 | 0.36 | 0.64 | 2.9 | 0.122 | 10 | 41 | 0.998 | 3.23 | 0.66 | 12.5 | 6 |
8 | 0.58 | 0.28 | 3.2 | 0.066 | 21 | 114 | 0.9973 | 3.22 | 0.54 | 9.4 | 6 |
8.4 | 0.56 | 0.08 | 2.1 | 0.105 | 16 | 44 | 0.9958 | 3.13 | 0.52 | 11 | 5 |
7.9 | 0.65 | 0.01 | 2.5 | 0.078 | 17 | 38 | 0.9963 | 3.34 | 0.74 | 11.7 | 7 |
11.9 | 0.695 | 0.53 | 3.4 | 0.128 | 7 | 21 | 0.9992 | 3.17 | 0.84 | 12.2 | 7 |
8.9 | 0.43 | 0.45 | 1.9 | 0.052 | 6 | 16 | 0.9948 | 3.35 | 0.7 | 12.5 | 6 |
7.8 | 0.43 | 0.32 | 2.8 | 0.08 | 29 | 58 | 0.9974 | 3.31 | 0.64 | 10.3 | 5 |
12.4 | 0.49 | 0.58 | 3 | 0.103 | 28 | 99 | 1.0008 | 3.16 | 1 | 11.5 | 6 |
12.5 | 0.28 | 0.54 | 2.3 | 0.082 | 12 | 29 | 0.9997 | 3.11 | 1.36 | 9.8 | 7 |
12.2 | 0.34 | 0.5 | 2.4 | 0.066 | 10 | 21 | 1 | 3.12 | 1.18 | 9.2 | 6 |
10.6 | 0.42 | 0.48 | 2.7 | 0.065 | 5 | 18 | 0.9972 | 3.21 | 0.87 | 11.3 | 6 |
10.9 | 0.39 | 0.47 | 1.8 | 0.118 | 6 | 14 | 0.9982 | 3.3 | 0.75 | 9.8 | 6 |
10.9 | 0.39 | 0.47 | 1.8 | 0.118 | 6 | 14 | 0.9982 | 3.3 | 0.75 | 9.8 | 6 |
11.9 | 0.57 | 0.5 | 2.6 | 0.082 | 6 | 32 | 1.0006 | 3.12 | 0.78 | 10.7 | 6 |
7 | 0.685 | 0 | 1.9 | 0.067 | 40 | 63 | 0.9979 | 3.6 | 0.81 | 9.9 | 5 |
6.6 | 0.815 | 0.02 | 2.7 | 0.072 | 17 | 34 | 0.9955 | 3.58 | 0.89 | 12.3 | 7 |
13.8 | 0.49 | 0.67 | 3 | 0.093 | 6 | 15 | 0.9986 | 3.02 | 0.93 | 12 | 6 |
9.6 | 0.56 | 0.31 | 2.8 | 0.089 | 15 | 46 | 0.9979 | 3.11 | 0.92 | 10 | 6 |
9.1 | 0.785 | 0 | 2.6 | 0.093 | 11 | 28 | 0.9994 | 3.36 | 0.86 | 9.4 | 6 |
10.7 | 0.67 | 0.22 | 2.7 | 0.107 | 17 | 34 | 1.0004 | 3.28 | 0.98 | 9.9 | 6 |
9.1 | 0.795 | 0 | 2.6 | 0.096 | 11 | 26 | 0.9994 | 3.35 | 0.83 | 9.4 | 6 |
7.7 | 0.665 | 0 | 2.4 | 0.09 | 8 | 19 | 0.9974 | 3.27 | 0.73 | 9.3 | 5 |
13.5 | 0.53 | 0.79 | 4.8 | 0.12 | 23 | 77 | 1.0018 | 3.18 | 0.77 | 13 | 5 |
6.1 | 0.21 | 0.4 | 1.4 | 0.066 | 40.5 | 165 | 0.9912 | 3.25 | 0.59 | 11.9 | 6 |
6.7 | 0.75 | 0.01 | 2.4 | 0.078 | 17 | 32 | 0.9955 | 3.55 | 0.61 | 12.8 | 6 |
11.5 | 0.41 | 0.52 | 3 | 0.08 | 29 | 55 | 1.0001 | 3.26 | 0.88 | 11 | 5 |
10.5 | 0.42 | 0.66 | 2.95 | 0.116 | 12 | 29 | 0.997 | 3.24 | 0.75 | 11.7 | 7 |
11.9 | 0.43 | 0.66 | 3.1 | 0.109 | 10 | 23 | 1 | 3.15 | 0.85 | 10.4 | 7 |
12.6 | 0.38 | 0.66 | 2.6 | 0.088 | 10 | 41 | 1.001 | 3.17 | 0.68 | 9.8 | 6 |
8.2 | 0.7 | 0.23 | 2 | 0.099 | 14 | 81 | 0.9973 | 3.19 | 0.7 | 9.4 | 5 |
8.6 | 0.45 | 0.31 | 2.6 | 0.086 | 21 | 50 | 0.9982 | 3.37 | 0.91 | 9.9 | 6 |
11.9 | 0.58 | 0.66 | 2.5 | 0.072 | 6 | 37 | 0.9992 | 3.05 | 0.56 | 10 | 5 |
12.5 | 0.46 | 0.63 | 2 | 0.071 | 6 | 15 | 0.9988 | 2.99 | 0.87 | 10.2 | 5 |
12.8 | 0.615 | 0.66 | 5.8 | 0.083 | 7 | 42 | 1.0022 | 3.07 | 0.73 | 10 | 7 |
10 | 0.42 | 0.5 | 3.4 | 0.107 | 7 | 21 | 0.9979 | 3.26 | 0.93 | 11.8 | 6 |
12.8 | 0.615 | 0.66 | 5.8 | 0.083 | 7 | 42 | 1.0022 | 3.07 | 0.73 | 10 | 7 |
10.4 | 0.575 | 0.61 | 2.6 | 0.076 | 11 | 24 | 1 | 3.16 | 0.69 | 9 | 5 |
10.3 | 0.34 | 0.52 | 2.8 | 0.159 | 15 | 75 | 0.9998 | 3.18 | 0.64 | 9.4 | 5 |
9.4 | 0.27 | 0.53 | 2.4 | 0.074 | 6 | 18 | 0.9962 | 3.2 | 1.13 | 12 | 7 |
6.9 | 0.765 | 0.02 | 2.3 | 0.063 | 35 | 63 | 0.9975 | 3.57 | 0.78 | 9.9 | 5 |
7.9 | 0.24 | 0.4 | 1.6 | 0.056 | 11 | 25 | 0.9967 | 3.32 | 0.87 | 8.7 | 6 |
9.1 | 0.28 | 0.48 | 1.8 | 0.067 | 26 | 46 | 0.9967 | 3.32 | 1.04 | 10.6 | 6 |
7.4 | 0.55 | 0.22 | 2.2 | 0.106 | 12 | 72 | 0.9959 | 3.05 | 0.63 | 9.2 | 5 |
14 | 0.41 | 0.63 | 3.8 | 0.089 | 6 | 47 | 1.0014 | 3.01 | 0.81 | 10.8 | 6 |
11.5 | 0.54 | 0.71 | 4.4 | 0.124 | 6 | 15 | 0.9984 | 3.01 | 0.83 | 11.8 | 7 |
11.5 | 0.45 | 0.5 | 3 | 0.078 | 19 | 47 | 1.0003 | 3.26 | 1.11 | 11 | 6 |
9.4 | 0.27 | 0.53 | 2.4 | 0.074 | 6 | 18 | 0.9962 | 3.2 | 1.13 | 12 | 7 |
11.4 | 0.625 | 0.66 | 6.2 | 0.088 | 6 | 24 | 0.9988 | 3.11 | 0.99 | 13.3 | 6 |
8.3 | 0.42 | 0.38 | 2.5 | 0.094 | 24 | 60 | 0.9979 | 3.31 | 0.7 | 10.8 | 6 |
8.3 | 0.26 | 0.42 | 2 | 0.08 | 11 | 27 | 0.9974 | 3.21 | 0.8 | 9.4 | 6 |
13.7 | 0.415 | 0.68 | 2.9 | 0.085 | 17 | 43 | 1.0014 | 3.06 | 0.8 | 10 | 6 |
8.3 | 0.26 | 0.42 | 2 | 0.08 | 11 | 27 | 0.9974 | 3.21 | 0.8 | 9.4 | 6 |
8.3 | 0.26 | 0.42 | 2 | 0.08 | 11 | 27 | 0.9974 | 3.21 | 0.8 | 9.4 | 6 |
7.7 | 0.51 | 0.28 | 2.1 | 0.087 | 23 | 54 | 0.998 | 3.42 | 0.74 | 9.2 | 5 |
7.4 | 0.63 | 0.07 | 2.4 | 0.09 | 11 | 37 | 0.9979 | 3.43 | 0.76 | 9.7 | 6 |
7.8 | 0.54 | 0.26 | 2 | 0.088 | 23 | 48 | 0.9981 | 3.41 | 0.74 | 9.2 | 6 |
8.3 | 0.66 | 0.15 | 1.9 | 0.079 | 17 | 42 | 0.9972 | 3.31 | 0.54 | 9.6 | 6 |
7.8 | 0.46 | 0.26 | 1.9 | 0.088 | 23 | 53 | 0.9981 | 3.43 | 0.74 | 9.2 | 6 |
9.6 | 0.38 | 0.31 | 2.5 | 0.096 | 16 | 49 | 0.9982 | 3.19 | 0.7 | 10 | 7 |
5.6 | 0.85 | 0.05 | 1.4 | 0.045 | 12 | 88 | 0.9924 | 3.56 | 0.82 | 12.9 | 8 |
13.7 | 0.415 | 0.68 | 2.9 | 0.085 | 17 | 43 | 1.0014 | 3.06 | 0.8 | 10 | 6 |
9.5 | 0.37 | 0.52 | 2 | 0.082 | 6 | 26 | 0.998 | 3.18 | 0.51 | 9.5 | 5 |
8.4 | 0.665 | 0.61 | 2 | 0.112 | 13 | 95 | 0.997 | 3.16 | 0.54 | 9.1 | 5 |
12.7 | 0.6 | 0.65 | 2.3 | 0.063 | 6 | 25 | 0.9997 | 3.03 | 0.57 | 9.9 | 5 |
12 | 0.37 | 0.76 | 4.2 | 0.066 | 7 | 38 | 1.0004 | 3.22 | 0.6 | 13 | 7 |
6.6 | 0.735 | 0.02 | 7.9 | 0.122 | 68 | 124 | 0.9994 | 3.47 | 0.53 | 9.9 | 5 |
11.5 | 0.59 | 0.59 | 2.6 | 0.087 | 13 | 49 | 0.9988 | 3.18 | 0.65 | 11 | 6 |
11.5 | 0.59 | 0.59 | 2.6 | 0.087 | 13 | 49 | 0.9988 | 3.18 | 0.65 | 11 | 6 |
8.7 | 0.765 | 0.22 | 2.3 | 0.064 | 9 | 42 | 0.9963 | 3.1 | 0.55 | 9.4 | 5 |