Created
April 10, 2017 23:24
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Training data set for classifying walking activity based on accelerometer sensor data
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aX | aY | aZ | label | |
---|---|---|---|---|
-4.1 | 8.07 | -16.36 | running | |
-2.34 | 9.69 | -0.33 | running | |
0.0 | 0.01 | -0.01 | resting | |
-2.38 | -0.54 | 0.65 | walking | |
-0.7 | 12.93 | -4.91 | running | |
-3.3 | -0.89 | 5.27 | walking | |
1.85 | -1.37 | -0.73 | walking | |
0.01 | 0.0 | 0.0 | resting | |
-3.87 | 3.48 | 5.06 | walking | |
-5.04 | -2.76 | -2.6 | walking | |
-2.96 | 14.55 | -5.8 | running | |
2.78 | -19.13 | 16.39 | running | |
0.01 | -0.01 | -0.02 | resting | |
6.85 | 0.25 | -1.95 | walking | |
-2.91 | -0.69 | 1.22 | walking | |
2.17 | 5.08 | -0.36 | walking | |
-0.2 | 4.35 | -2.07 | walking | |
3.9 | -11.6 | 7.56 | running | |
0.01 | -0.01 | -0.09 | resting | |
-1.01 | -30.11 | -0.23 | running | |
0.0 | 0.01 | -0.07 | resting | |
-7.11 | -14.33 | 10.84 | running | |
0.02 | -0.01 | -0.04 | resting | |
-0.01 | -0.01 | -0.04 | resting | |
1.64 | 2.88 | 0.49 | walking | |
-8.42 | -2.8 | -16.65 | running | |
-0.01 | 0.0 | -0.05 | resting | |
-5.81 | -0.2 | 4.77 | walking | |
-4.83 | 7.19 | -0.09 | running | |
1.16 | 5.16 | -3.85 | walking | |
-2.65 | -1.97 | 5.92 | walking | |
-8.4 | 10.52 | -2.12 | running | |
-0.01 | 0.0 | -0.08 | resting | |
0.01 | -0.01 | -0.04 | resting | |
-8.01 | 14.91 | -3.99 | running | |
-1.8 | 0.99 | 0.45 | walking | |
-4.16 | 9.3 | -1.67 | running | |
0.02 | -0.02 | -0.04 | resting | |
1.85 | -0.35 | -1.08 | walking | |
6.95 | 10.88 | -7.5 | running | |
-0.01 | -0.02 | -0.03 | resting | |
-4.34 | -2.68 | 1.69 | walking | |
1.88 | -0.36 | 1.15 | walking | |
5.35 | -12.66 | -1.59 | running | |
-0.01 | 0.01 | -0.03 | resting | |
8.53 | -15.93 | -5.42 | running | |
12.94 | 9.87 | -18.61 | running | |
4.65 | -7.38 | 6.27 | running | |
-0.01 | -0.02 | -0.02 | resting | |
-4.9 | 6.75 | 0.34 | running | |
-3.25 | 5.0 | 2.57 | walking | |
0.0 | 0.03 | -0.04 | resting | |
-2.94 | -1.51 | -0.09 | walking | |
1.64 | 0.06 | -0.41 | walking | |
1.75 | -10.17 | 4.36 | running | |
0.51 | -18.2 | 10.46 | running | |
3.83 | 1.41 | -7.61 | walking | |
6.37 | -0.52 | -1.95 | walking | |
-2.8 | -0.42 | -4.25 | walking | |
0.0 | -0.02 | -0.06 | resting | |
-6.23 | 16.36 | -3.13 | running | |
-0.01 | 0.0 | -0.06 | resting | |
-5.21 | 12.68 | -1.42 | running | |
-0.88 | 3.12 | -2.29 | walking | |
0.0 | -0.01 | -0.03 | resting | |
-0.84 | 12.36 | -4.22 | running | |
-0.01 | -0.01 | -0.07 | resting | |
-0.01 | 0.01 | -0.12 | resting | |
2.39 | 0.65 | -1.72 | walking | |
0.02 | 0.03 | -0.03 | resting | |
5.88 | 10.58 | -5.89 | running | |
-5.06 | 3.88 | 1.89 | running | |
7.07 | -1.49 | 4.04 | running | |
1.54 | 1.99 | -2.08 | walking | |
-0.19 | -1.28 | 2.11 | walking | |
4.4 | 1.87 | 3.07 | walking | |
0.34 | -2.9 | -1.99 | walking | |
0.0 | 0.01 | 0.02 | resting | |
-2.76 | 4.2 | 1.9 | running | |
3.94 | -13.32 | 2.55 | running | |
1.35 | -0.72 | 1.36 | walking | |
-6.67 | -14.01 | 11.04 | running | |
0.03 | -0.07 | 0.09 | resting | |
2.47 | -2.21 | -3.57 | walking | |
-0.85 | 4.63 | 2.6 | walking | |
0.02 | 0.0 | -0.07 | resting | |
-0.01 | 0.03 | -0.04 | resting | |
-0.7 | 1.04 | 1.26 | walking | |
-8.91 | 12.69 | 0.23 | running | |
-3.23 | -0.17 | 4.28 | walking | |
-6.35 | 12.9 | -4.13 | running | |
-2.65 | -0.15 | 3.7 | walking | |
0.01 | -0.02 | -0.08 | resting | |
0.97 | -4.44 | -1.19 | walking | |
-0.58 | -6.57 | 5.36 | running | |
1.54 | -4.26 | -2.03 | walking | |
1.23 | 5.3 | -2.59 | walking | |
-4.44 | 3.96 | 3.95 | walking | |
-8.07 | 19.12 | -6.05 | running | |
-5.79 | 6.1 | 3.41 | running | |
0.02 | -0.01 | -0.02 | resting | |
-0.98 | -0.42 | -1.21 | walking | |
-1.11 | -1.05 | -0.72 | walking | |
-0.12 | 11.91 | 0.49 | running | |
4.3 | -1.66 | 1.87 | walking | |
4.02 | 1.92 | 0.86 | walking | |
-3.75 | 9.09 | -0.6 | running | |
3.74 | -11.56 | 4.54 | running | |
-0.45 | -0.43 | 0.26 | walking | |
-0.03 | -0.02 | -0.18 | resting | |
7.19 | -2.76 | 0.09 | running | |
0.0 | -0.02 | -0.04 | resting | |
6.07 | -11.42 | 6.71 | running | |
-0.4 | 1.52 | -4.75 | walking | |
3.86 | -12.56 | 1.21 | running | |
-3.54 | -6.84 | 10.05 | walking | |
3.85 | -0.78 | 1.81 | walking | |
7.0 | -0.55 | -4.04 | running | |
2.94 | -1.04 | -4.59 | walking | |
0.02 | -0.01 | -0.03 | resting | |
-0.51 | -0.33 | -2.56 | walking | |
0.0 | 0.0 | -0.07 | resting | |
0.0 | -0.01 | -0.06 | resting | |
-8.01 | 12.71 | 0.7 | running | |
1.23 | 1.73 | 0.02 | walking | |
1.81 | 3.15 | 3.95 | walking | |
0.85 | -10.35 | 11.68 | running | |
-0.02 | 0.02 | -0.15 | resting | |
-3.45 | 0.6 | 2.99 | walking | |
-2.15 | 13.51 | -2.5 | running | |
-5.98 | 4.93 | 0.94 | running | |
-1.37 | 3.72 | -0.64 | walking | |
4.93 | -20.53 | 3.09 | running | |
-1.44 | -2.97 | 1.85 | walking | |
0.97 | -5.66 | -8.31 | walking | |
4.48 | 8.28 | -6.99 | running | |
6.56 | -1.04 | -4.0 | walking | |
0.43 | -7.53 | -9.72 | running | |
-1.22 | -2.08 | 2.65 | walking | |
0.01 | -0.01 | -0.07 | resting | |
-9.41 | 16.84 | -8.45 | running | |
0.02 | -0.04 | -0.02 | resting | |
-3.24 | -1.17 | -0.81 | walking | |
0.03 | 0.01 | -0.07 | resting | |
3.62 | 1.4 | -3.6 | walking | |
-2.8 | -1.5 | -4.4 | walking | |
-0.78 | -1.14 | -3.71 | walking | |
-0.16 | -3.56 | 5.03 | walking | |
0.0 | 0.0 | -0.04 | resting | |
-0.74 | 1.15 | 4.14 | walking | |
-2.83 | 0.83 | 0.03 | walking | |
-1.12 | 10.61 | 2.26 | running | |
0.0 | -0.02 | -0.03 | resting | |
0.02 | 0.0 | -0.09 | resting | |
-6.71 | 16.12 | -6.76 | running | |
-0.02 | 0.0 | -0.06 | resting | |
0.0 | -0.01 | -0.08 | resting | |
-0.02 | 0.01 | -0.1 | resting | |
0.0 | 0.0 | -0.02 | resting | |
-0.02 | 0.01 | -0.06 | resting | |
-0.05 | 0.02 | -0.24 | resting | |
-2.36 | 2.24 | 2.44 | walking | |
0.01 | 0.0 | -0.2 | resting | |
1.97 | 5.24 | -1.84 | walking | |
1.19 | -1.16 | 0.74 | walking | |
-1.26 | -1.61 | 1.5 | walking | |
-0.57 | 12.21 | -3.16 | running | |
0.01 | -0.01 | -0.06 | resting | |
1.39 | -1.42 | 5.1 | walking | |
-0.01 | -0.01 | -0.08 | resting | |
5.59 | -5.51 | -2.13 | walking | |
15.72 | -25.76 | 12.23 | running | |
-2.99 | 0.73 | -0.67 | walking | |
0.01 | 0.01 | -0.06 | resting | |
-2.64 | -0.74 | -0.77 | walking | |
5.89 | 5.79 | -8.84 | running | |
-0.99 | -2.44 | 1.86 | walking | |
-0.86 | 9.81 | -4.96 | running | |
0.02 | -0.01 | -0.06 | resting | |
0.01 | 0.01 | -0.02 | resting | |
1.78 | 1.01 | 0.37 | walking | |
0.4 | 0.27 | -1.44 | walking | |
4.65 | -5.41 | 4.14 | running | |
3.54 | -4.32 | 0.99 | walking | |
-0.03 | 0.0 | -0.1 | resting | |
0.02 | -0.02 | 0.01 | resting | |
-0.88 | -2.78 | 14.45 | walking | |
-0.02 | 0.01 | -0.07 | resting | |
5.66 | 0.61 | -5.99 | walking | |
0.01 | 0.01 | -0.03 | resting | |
-6.96 | 9.51 | -0.55 | running | |
-0.45 | -5.76 | 0.3 | running | |
0.42 | 1.68 | -1.25 | walking | |
7.18 | -3.5 | 6.16 | running | |
0.28 | -0.4 | -1.09 | walking | |
-2.12 | 10.56 | -6.81 | running | |
1.18 | -0.04 | -4.48 | walking | |
1.88 | -0.36 | -1.08 | walking | |
-10.31 | 17.6 | -11.14 | running | |
-1.04 | 12.98 | 0.71 | running | |
-2.95 | -8.57 | 6.46 | running | |
16.21 | -21.78 | 0.79 | running | |
4.84 | 0.86 | -2.61 | walking | |
-3.56 | 5.34 | -16.4 | running | |
2.54 | -1.92 | -2.26 | walking | |
0.01 | 0.01 | -0.09 | resting | |
-0.01 | -0.01 | -0.05 | resting | |
-0.8 | -2.31 | 8.96 | walking | |
-3.12 | -4.8 | -2.03 | walking | |
3.05 | 10.47 | -11.56 | running | |
8.3 | 4.03 | -5.69 | running | |
-5.45 | 17.23 | -5.6 | running | |
-3.64 | -2.24 | -12.3 | running | |
-2.3 | -3.83 | -0.23 | walking | |
0.76 | 9.02 | -9.13 | running | |
0.0 | -0.01 | 0.0 | resting | |
-3.46 | 0.29 | 5.58 | walking | |
-3.6 | 11.43 | -5.57 | running | |
5.05 | -6.47 | -0.37 | running | |
-0.02 | -0.01 | -0.1 | resting | |
-0.02 | -0.01 | -0.04 | resting | |
6.2 | -11.86 | -5.38 | running | |
-0.43 | -0.56 | 0.86 | walking | |
2.56 | 1.7 | -2.97 | walking | |
0.03 | -0.01 | -0.07 | resting | |
-1.81 | -4.89 | 0.69 | walking | |
-0.01 | 0.01 | -0.09 | resting | |
0.01 | 0.0 | -0.04 | resting | |
-0.6 | 0.01 | -3.56 | walking | |
-1.32 | 12.5 | -5.66 | running | |
-0.07 | 14.09 | 2.57 | running | |
-3.29 | -1.2 | -5.1 | walking | |
4.01 | -5.01 | 3.79 | walking | |
-1.59 | -2.64 | -0.11 | walking | |
0.0 | 0.01 | -0.02 | resting | |
0.02 | 0.01 | -0.03 | resting | |
-7.8 | 7.54 | 0.87 | running | |
-1.05 | -1.26 | 2.67 | walking | |
0.02 | -0.61 | -2.42 | walking | |
0.03 | -0.02 | -0.03 | resting | |
-1.72 | -0.65 | -1.6 | walking | |
3.73 | 0.96 | 2.61 | walking | |
5.53 | 0.37 | -7.12 | walking | |
0.0 | 0.01 | -0.04 | resting | |
2.03 | -1.26 | 2.53 | walking | |
-2.87 | -1.09 | 0.36 | walking | |
0.44 | -3.1 | -0.91 | walking | |
3.18 | 2.47 | -3.06 | walking | |
0.01 | -0.01 | -0.03 | resting | |
-2.83 | -1.96 | 1.16 | walking | |
-0.03 | 0.03 | -0.12 | resting | |
-5.03 | 7.32 | -17.65 | running | |
0.01 | -0.02 | -0.04 | resting | |
14.89 | -11.3 | -4.88 | running | |
0.37 | -9.48 | 7.26 | running | |
0.05 | -0.06 | 0.12 | resting | |
0.82 | -0.17 | 4.07 | walking | |
-1.05 | 1.58 | 3.22 | walking | |
0.02 | -0.01 | -0.05 | resting | |
-1.44 | -11.04 | -0.29 | running | |
0.0 | 0.0 | -0.05 | resting | |
0.06 | -15.21 | 8.8 | running | |
0.0 | 0.0 | -0.06 | resting | |
2.36 | 0.69 | -4.29 | walking | |
-5.56 | 10.01 | -1.3 | running | |
0.02 | -0.02 | -0.06 | resting | |
1.37 | 2.21 | 4.44 | walking | |
-2.44 | -2.49 | 11.84 | walking | |
-1.59 | 1.68 | -0.07 | walking | |
12.05 | 8.95 | -16.28 | running | |
-5.14 | -2.61 | -10.78 | running | |
2.54 | 0.56 | 0.74 | walking | |
0.04 | -0.03 | 0.08 | resting | |
0.84 | -0.37 | -2.43 | walking | |
28.38 | -29.99 | -0.24 | running | |
3.41 | -9.93 | 15.4 | running | |
6.37 | -4.69 | 5.39 | running | |
1.15 | 4.46 | -1.53 | walking | |
0.29 | 13.12 | -0.37 | running | |
2.4 | -1.76 | 3.09 | walking | |
0.0 | -0.01 | -0.09 | resting | |
-3.9 | 11.79 | -3.16 | running | |
0.12 | 2.19 | 1.38 | walking | |
0.0 | -0.03 | -0.03 | resting | |
-1.6 | -2.32 | -3.03 | walking | |
0.03 | -0.03 | 0.08 | resting | |
1.38 | 0.77 | -0.66 | walking | |
1.12 | 0.31 | -0.94 | walking | |
3.17 | 3.83 | -1.13 | walking | |
-0.03 | -0.02 | -0.13 | resting | |
-8.62 | 18.28 | -3.85 | running | |
-1.83 | 11.98 | -2.4 | running | |
-1.23 | 3.04 | 2.24 | walking | |
-0.01 | 0.01 | -0.01 | resting | |
0.01 | 0.01 | -0.07 | resting | |
-2.62 | 9.58 | -2.02 | running | |
-2.14 | 15.85 | -0.58 | running | |
-7.18 | -31.35 | 2.61 | running | |
-4.26 | 13.22 | -0.72 | running | |
-1.32 | 0.36 | 0.55 | walking | |
1.2 | -1.0 | -0.14 | walking | |
6.83 | -33.22 | 6.18 | running | |
6.26 | -3.51 | -3.78 | walking | |
1.07 | 0.9 | -0.83 | walking | |
0.85 | -0.25 | 2.63 | walking | |
3.58 | -1.31 | -3.67 | walking | |
-0.01 | 0.02 | -0.04 | resting | |
1.36 | 0.47 | -2.0 | walking | |
-5.24 | 8.23 | -14.66 | running | |
-0.57 | -0.87 | -0.31 | walking | |
-9.89 | 10.76 | -3.71 | running | |
-1.22 | -1.08 | -2.32 | walking | |
0.56 | -14.21 | 26.77 | running | |
1.7 | 2.36 | 3.26 | walking | |
6.01 | 0.15 | -4.1 | walking | |
-5.62 | 8.29 | -0.08 | running | |
-1.12 | 14.97 | -0.58 | running | |
-2.28 | -1.87 | 0.36 | walking | |
-0.84 | 0.59 | 0.69 | walking | |
0.01 | -0.01 | 0.06 | resting | |
-0.04 | -2.77 | -4.89 | walking | |
-3.12 | -2.71 | -0.32 | walking | |
-1.96 | -0.21 | 4.67 | walking | |
-2.44 | 13.52 | -1.83 | running | |
0.0 | -0.01 | -0.1 | resting | |
0.13 | -2.02 | 5.04 | walking | |
0.01 | 0.9 | 0.45 | resting | |
-0.42 | 0.54 | -2.97 | walking | |
-1.14 | -0.8 | 1.97 | walking | |
-2.21 | -5.02 | 3.14 | walking | |
-4.6 | 8.51 | -0.41 | running | |
-0.03 | 0.02 | -0.04 | resting | |
-4.83 | 2.08 | 5.16 | walking | |
-1.45 | -0.75 | -4.4 | walking | |
0.9 | -30.85 | -0.72 | running | |
-4.2 | 6.64 | 1.5 | running | |
-1.3 | -1.83 | -0.52 | walking | |
-7.7 | -8.39 | 6.63 | running | |
-1.67 | -1.62 | -1.95 | walking | |
-0.01 | 0.01 | -0.08 | resting | |
-0.36 | -0.57 | -1.08 | walking | |
-3.4 | 4.47 | 1.38 | walking | |
-5.09 | 2.62 | 3.3 | walking | |
5.32 | 1.25 | -5.77 | walking | |
-0.76 | -4.28 | 8.69 | running | |
0.01 | -0.01 | -0.05 | resting | |
0.07 | -0.04 | 0.15 | resting | |
2.16 | -0.94 | 0.08 | walking | |
0.01 | -0.02 | 0.0 | resting | |
-0.02 | 0.01 | -0.08 | resting | |
-1.68 | -2.8 | 4.12 | walking | |
-4.13 | 2.94 | 1.08 | walking | |
-2.61 | -1.92 | 7.5 | walking | |
0.0 | -0.03 | -0.04 | resting | |
6.92 | -15.33 | 12.15 | running | |
4.34 | 2.25 | -6.62 | walking | |
5.5 | -31.53 | 5.8 | running | |
0.85 | -0.25 | -0.52 | walking | |
0.0 | 0.0 | -0.08 | resting | |
1.06 | 0.82 | -0.79 | walking | |
1.73 | 1.23 | -4.29 | walking | |
0.0 | -0.01 | -0.05 | resting | |
7.48 | -3.76 | 1.82 | running | |
-0.11 | -9.33 | 6.58 | running | |
-2.7 | -0.97 | 2.23 | walking | |
0.0 | -0.01 | -0.07 | resting | |
-0.46 | 15.59 | -0.14 | running | |
-4.22 | 8.81 | -0.23 | running | |
0.02 | 0.0 | -0.02 | resting | |
-0.27 | -24.16 | 9.24 | running | |
-3.23 | 14.84 | -3.91 | running | |
32.11 | -30.74 | -0.43 | running | |
0.03 | -0.03 | 0.11 | resting | |
-6.73 | 1.28 | 1.07 | running | |
2.19 | 6.99 | -1.02 | walking | |
-2.09 | -4.93 | 1.38 | walking | |
0.0 | -0.01 | -0.02 | resting | |
0.55 | 4.41 | -0.9 | walking | |
-0.03 | 0.02 | -0.07 | resting | |
-1.35 | 3.43 | -1.51 | walking | |
0.75 | 1.32 | -3.04 | walking | |
-0.05 | 0.05 | -0.25 | resting | |
1.69 | -11.22 | 6.75 | running | |
1.1 | -2.13 | 0.5 | walking | |
-2.38 | -0.65 | 4.53 | walking | |
0.77 | -0.94 | 2.72 | walking | |
-6.83 | 17.54 | -5.57 | running | |
30.54 | -29.8 | -3.49 | running | |
1.51 | 1.92 | -2.27 | walking | |
0.02 | -0.02 | 0.02 | resting | |
0.04 | -0.05 | 0.06 | resting | |
-0.02 | -0.01 | -0.05 | resting | |
-0.09 | -1.28 | -2.03 | walking | |
-4.89 | -11.81 | 25.1 | running | |
-5.16 | 9.32 | 1.79 | running | |
-1.74 | -6.48 | 3.11 | walking | |
0.02 | 0.0 | -0.01 | resting | |
2.84 | 0.51 | 5.08 | walking | |
4.04 | -10.2 | 7.66 | running | |
0.0 | 0.03 | -0.05 | resting | |
0.51 | -0.23 | 0.98 | walking | |
-0.01 | 0.03 | -0.08 | resting | |
-3.95 | -2.7 | 5.09 | walking | |
-10.96 | 11.67 | 0.95 | running | |
0.0 | -0.01 | -0.04 | resting | |
0.03 | 0.01 | -0.03 | resting | |
1.06 | 0.13 | -0.84 | walking | |
-2.83 | -4.89 | -0.15 | walking | |
1.8 | -30.34 | 9.23 | running | |
-8.37 | -5.22 | -9.22 | running | |
2.08 | -31.76 | 4.92 | running | |
0.01 | 0.0 | -0.05 | resting | |
-0.26 | -0.52 | 0.06 | walking | |
-1.59 | 0.97 | 2.28 | walking | |
-1.16 | -0.23 | -1.82 | walking | |
-0.01 | -0.02 | -0.09 | resting | |
6.51 | 1.97 | 1.0 | running | |
28.65 | -25.96 | -1.84 | running | |
0.84 | -0.92 | -0.02 | walking | |
1.91 | 4.04 | -2.29 | walking | |
-1.41 | -3.07 | 4.68 | walking | |
5.6 | 0.85 | -7.67 | walking | |
-6.3 | 3.93 | -20.49 | running | |
-0.01 | 0.01 | -0.07 | resting | |
-0.01 | -0.03 | -0.06 | resting | |
0.02 | -0.02 | -0.01 | resting | |
0.74 | 0.02 | 1.1 | walking | |
8.04 | -9.21 | 2.64 | running | |
1.37 | -1.01 | -3.77 | walking | |
-0.02 | 0.02 | -0.12 | resting | |
-5.67 | 1.33 | -5.28 | walking | |
-1.25 | 0.18 | 1.53 | walking | |
-1.12 | -1.12 | 4.91 | walking | |
0.0 | 0.01 | -0.05 | resting | |
8.19 | -5.99 | -3.08 | running | |
-4.81 | 14.8 | -5.46 | running | |
0.02 | 0.0 | -0.05 | resting | |
1.53 | -9.0 | 0.18 | running | |
0.2 | 1.36 | -4.08 | walking | |
4.36 | 9.88 | -0.83 | running | |
-1.0 | 11.97 | -2.12 | running | |
-1.64 | 0.37 | 3.07 | walking | |
-0.16 | 3.22 | 2.97 | walking | |
-0.84 | -4.17 | 12.01 | walking | |
-0.04 | 0.0 | 0.01 | resting | |
-0.01 | 0.0 | -0.03 | resting | |
-8.19 | 6.17 | -18.84 | running | |
-0.8 | 13.34 | -0.49 | running | |
0.0 | 0.0 | -0.03 | resting | |
-0.01 | -0.02 | -0.07 | resting |
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