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Training data set for classifying walking activity based on accelerometer sensor data
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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