{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Human Activity Tracking w/ Smartphone Dataset \n", "## UCI Maching Learning Repository - Dataset Original \n", "## Kaggle Simplified Version - Versión simplificada " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Abstract: Recordings of subjects performing activities while carrying inertial sensors.\n", "\n", "Dataset Original: https://archive.ics.uci.edu/ml/datasets/human+activity+recognition+using+smartphones\n", "\n", "Dataset simplificado (el que vamos a usar): https://www.kaggle.com/mboaglio/simplifiedhuarus\n", "\n", "Clasificaremos la actividad que se estaba realizando: WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING y LAYING\n", "\n", "Para cada registro en el dataset se proporciona:\n", "- Aceleración triaxial del acelerómetro (aceleración total) y la aceleración corporal estimada.\n", "- Velocidad angular triaxial desde el giroscopio.\n", "- Un vector de características 561 con variables de dominio de tiempo y frecuencia.\n", "- Su etiqueta de actividad.\n", "- Un identificador del sujeto que realizó el experimento." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Download / split / upload a S3" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%%sh\n", "wget -q -N https://github.com/mboaglio/datasets/raw/master/human_activity/simplifiedhuarus/train.csv" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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10 rows × 562 columns

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" ], "text/plain": [ " activity tBodyAcc.mean.X tBodyAcc.mean.Y tBodyAcc.mean.Z \\\n", "0 STANDING 0.2790 -0.0196 -0.1100 \n", "1 STANDING 0.2770 -0.0127 -0.1030 \n", "2 STANDING 0.2770 -0.0147 -0.1070 \n", "3 STANDING 0.2980 0.0271 -0.0617 \n", "4 STANDING 0.2760 -0.0170 -0.1110 \n", "5 STANDING 0.2780 -0.0143 -0.1080 \n", "6 STANDING 0.2770 -0.0180 -0.1070 \n", "7 STANDING 0.2790 -0.0177 -0.1090 \n", "8 SITTING 0.2220 0.0341 -0.1240 \n", "9 SITTING -0.0417 0.1750 0.0256 \n", "\n", " tBodyAcc.std.X tBodyAcc.std.Y tBodyAcc.std.Z tBodyAcc.mad.X \\\n", "0 -0.997 -0.967 -0.983 -0.997 \n", "1 -0.995 -0.973 -0.985 -0.996 \n", "2 -0.999 -0.991 -0.993 -0.999 \n", "3 -0.989 -0.817 -0.902 -0.989 \n", "4 -0.998 -0.991 -0.998 -0.998 \n", "5 -0.998 -0.994 -0.996 -0.998 \n", "6 -0.998 -0.990 -0.997 -0.998 \n", "7 -0.998 -0.987 -0.991 -0.999 \n", "8 -0.815 -0.749 -0.572 -0.879 \n", "9 -0.758 -0.587 -0.439 -0.774 \n", "\n", " tBodyAcc.mad.Y tBodyAcc.mad.Z tBodyAcc.max.X tBodyAcc.max.Y \\\n", "0 -0.966 -0.983 -0.941 -0.566 \n", "1 -0.974 -0.985 -0.940 -0.555 \n", "2 -0.991 -0.992 -0.943 -0.569 \n", "3 -0.794 -0.888 -0.926 -0.448 \n", "4 -0.989 -0.997 -0.946 -0.573 \n", "5 -0.994 -0.996 -0.941 -0.573 \n", "6 -0.990 -0.997 -0.941 -0.573 \n", "7 -0.987 -0.990 -0.944 -0.568 \n", "8 -0.777 -0.701 -0.737 -0.318 \n", "9 -0.555 -0.439 -0.737 -0.213 \n", "\n", " tBodyAcc.max.Z tBodyAcc.min.X tBodyAcc.min.Y tBodyAcc.min.Z \\\n", "0 -0.817 0.851 0.674 0.834 \n", "1 -0.816 0.845 0.685 0.838 \n", "2 -0.823 0.852 0.693 0.846 \n", "3 -0.731 0.849 0.681 0.838 \n", "4 -0.827 0.847 0.693 0.848 \n", "5 -0.820 0.852 0.695 0.848 \n", "6 -0.818 0.850 0.689 0.850 \n", "7 -0.825 0.850 0.692 0.841 \n", "8 -0.473 0.503 0.661 0.568 \n", "9 -0.473 0.503 0.661 0.568 \n", "\n", " tBodyAcc.sma tBodyAcc.energy.X tBodyAcc.energy.Y tBodyAcc.energy.Z \\\n", "0 -0.987 -1.000 -1.000 -1.000 \n", "1 -0.988 -1.000 -1.000 -1.000 \n", "2 -0.997 -1.000 -1.000 -1.000 \n", "3 -0.904 -1.000 -0.989 -0.991 \n", "4 -0.997 -1.000 -1.000 -1.000 \n", "5 -0.998 -1.000 -1.000 -1.000 \n", "6 -0.998 -1.000 -1.000 -1.000 \n", "7 -0.995 -1.000 -1.000 -1.000 \n", "8 -0.807 -0.982 -0.982 -0.914 \n", "9 -0.456 -0.949 -0.899 -0.829 \n", "\n", " tBodyAcc.iqr.X tBodyAcc.iqr.Y tBodyAcc.iqr.Z tBodyAcc.entropy.X \\\n", "0 -0.997 -0.972 -0.983 -0.637 \n", "1 -0.996 -0.980 -0.983 -0.629 \n", "2 -0.998 -0.993 -0.990 -0.888 \n", "3 -0.989 -0.770 -0.869 -0.163 \n", "4 -0.998 -0.990 -0.994 -0.806 \n", "5 -0.998 -0.993 -0.994 -0.742 \n", "6 -0.998 -0.990 -0.995 -0.742 \n", "7 -0.999 -0.987 -0.988 -0.729 \n", "8 -0.993 -0.942 -0.967 -0.453 \n", "9 -0.791 -0.549 -0.518 -0.515 \n", "\n", " tBodyAcc.entropy.Y tBodyAcc.entropy.Z tBodyAcc.arCoeff.X.1 \\\n", "0 -0.5150 -0.537 0.360 \n", "1 -0.3970 -0.424 0.346 \n", "2 -0.5540 -0.551 0.412 \n", "3 0.0546 0.073 0.158 \n", "4 -0.6610 -0.729 0.285 \n", "5 -0.6080 -0.625 0.405 \n", "6 -0.7350 -0.605 0.445 \n", "7 -0.6220 -0.609 0.296 \n", "8 0.1360 -0.220 -0.344 \n", "9 0.6730 0.493 -0.391 \n", "\n", " tBodyAcc.arCoeff.X.2 tBodyAcc.arCoeff.X.3 tBodyAcc.arCoeff.X.4 \\\n", "0 -0.2330 0.2260 0.0695 \n", "1 -0.1740 0.1780 0.1690 \n", "2 -0.1280 0.2650 0.0677 \n", "3 -0.1600 0.1900 -0.3220 \n", "4 -0.1220 -0.0742 0.5360 \n", "5 -0.2180 0.1760 0.2550 \n", "6 -0.2500 0.2820 -0.1140 \n", "7 -0.0757 -0.0275 0.2390 \n", "8 0.2120 -0.0454 -0.0334 \n", "9 0.2710 -0.0308 -0.1720 \n", "\n", " tBodyAcc.arCoeff.Y.1 tBodyAcc.arCoeff.Y.2 tBodyAcc.arCoeff.Y.3 \\\n", "0 0.0643 -0.0764 0.1380 \n", "1 -0.0202 0.1360 -0.1140 \n", "2 0.2890 -0.2410 0.3150 \n", "3 -0.3150 0.2790 -0.3070 \n", "4 0.2120 -0.2040 0.4160 \n", "5 0.2940 -0.2520 0.3570 \n", "6 0.3980 -0.1760 0.0919 \n", "7 0.2460 -0.1150 0.2310 \n", "8 -0.3300 0.1910 0.1980 \n", "9 -0.3960 0.2470 0.1300 \n", "\n", " tBodyAcc.arCoeff.Y.4 tBodyAcc.arCoeff.Z.1 tBodyAcc.arCoeff.Z.2 \\\n", "0 -0.0368 0.231 -0.1150 \n", "1 0.2430 0.301 -0.0764 \n", "2 -0.1520 0.181 0.0504 \n", "3 0.3430 -0.083 0.0273 \n", "4 -0.2720 0.543 -0.3330 \n", "5 -0.0802 0.405 -0.0904 \n", "6 0.1810 0.467 -0.0741 \n", "7 -0.0865 0.351 -0.1610 \n", "8 -0.2730 -0.515 0.2780 \n", "9 -0.2670 -0.562 0.3360 \n", "\n", " tBodyAcc.arCoeff.Z.3 tBodyAcc.arCoeff.Z.4 tBodyAcc.correlation.X.Y \\\n", "0 0.3190 -0.48800 -0.0959 \n", "1 0.0820 0.15300 0.0085 \n", "2 -0.0398 -0.00999 0.0436 \n", "3 -0.0465 -0.08650 0.8220 \n", "4 0.4020 -0.00912 0.1110 \n", "5 0.0351 0.13300 0.0671 \n", "6 0.0376 0.03790 0.1160 \n", "7 0.1230 -0.01080 -0.0412 \n", "8 -0.2610 0.31700 -0.0263 \n", "9 -0.3270 0.31600 -0.4890 \n", "\n", " tBodyAcc.correlation.X.Z tBodyAcc.correlation.Y.Z tGravityAcc.mean.X \\\n", "0 -0.1360 0.611 0.968 \n", "1 -0.3560 0.227 0.969 \n", "2 -0.1440 0.098 0.969 \n", "3 0.7380 0.945 0.945 \n", "4 0.0745 0.255 0.954 \n", "5 -0.0394 0.206 0.953 \n", "6 0.1090 0.120 0.953 \n", "7 -0.0394 0.437 0.953 \n", "8 -0.8580 -0.363 0.839 \n", "9 -0.9090 0.325 0.811 \n", "\n", " tGravityAcc.mean.Y tGravityAcc.mean.Z tGravityAcc.std.X \\\n", "0 -0.144 0.0931 -0.999 \n", "1 -0.152 0.0813 -0.997 \n", "2 -0.154 0.0818 -1.000 \n", "3 -0.293 -0.0214 -0.964 \n", "4 -0.263 -0.0114 -0.999 \n", "5 -0.263 -0.0125 -0.999 \n", "6 -0.262 -0.0120 -0.999 \n", "7 -0.265 -0.0127 -0.998 \n", "8 0.151 0.3830 -0.992 \n", "9 0.196 0.3870 -0.805 \n", "\n", " tGravityAcc.std.Y tGravityAcc.std.Z tGravityAcc.mad.X tGravityAcc.mad.Y \\\n", "0 -0.989 -0.992 -0.999 -0.989 \n", "1 -0.986 -0.995 -0.997 -0.986 \n", "2 -0.994 -0.995 -1.000 -0.994 \n", "3 -0.815 -0.868 -0.965 -0.810 \n", "4 -0.996 -0.994 -0.999 -0.996 \n", "5 -0.995 -0.997 -0.999 -0.995 \n", "6 -0.995 -0.995 -0.999 -0.995 \n", "7 -0.992 -0.993 -0.998 -0.992 \n", "8 -0.962 -0.962 -0.993 -0.967 \n", "9 -0.733 -0.850 -0.820 -0.745 \n", "\n", " tGravityAcc.mad.Z tGravityAcc.max.X tGravityAcc.max.Y tGravityAcc.max.Z \\\n", "0 -0.992 0.893 -0.166 0.08520 \n", "1 -0.995 0.895 -0.172 0.07360 \n", "2 -0.995 0.894 -0.176 0.07410 \n", "3 -0.861 0.878 -0.278 -0.00736 \n", "4 -0.994 0.879 -0.283 -0.01930 \n", "5 -0.997 0.879 -0.282 -0.02010 \n", "6 -0.995 0.879 -0.281 -0.01980 \n", "7 -0.993 0.879 -0.282 -0.01980 \n", "8 -0.971 0.769 0.141 0.37600 \n", "9 -0.882 0.769 0.285 0.44000 \n", "\n", " tGravityAcc.min.X tGravityAcc.min.Y tGravityAcc.min.Z tGravityAcc.sma \\\n", "0 0.988 -0.120 0.0941 -0.417 \n", "1 0.988 -0.127 0.0830 -0.424 \n", "2 0.989 -0.126 0.0836 -0.418 \n", "3 0.947 -0.320 -0.0473 -0.220 \n", "4 0.973 -0.234 -0.0104 -0.309 \n", "5 0.973 -0.234 -0.0104 -0.307 \n", "6 0.973 -0.234 -0.0104 -0.312 \n", "7 0.973 -0.236 -0.0114 -0.303 \n", "8 0.858 0.168 0.3650 0.226 \n", "9 0.716 0.174 0.3610 0.304 \n", "\n", " tGravityAcc.energy.X tGravityAcc.energy.Y tGravityAcc.energy.Z \\\n", "0 0.911 -0.969 -0.985 \n", "1 0.915 -0.965 -0.989 \n", "2 0.914 -0.964 -0.989 \n", "3 0.851 -0.852 -0.998 \n", "4 0.874 -0.884 -0.999 \n", "5 0.872 -0.884 -0.999 \n", "6 0.873 -0.885 -0.999 \n", "7 0.871 -0.882 -0.999 \n", "8 0.585 -0.945 -0.718 \n", "9 0.519 -0.907 -0.711 \n", "\n", " tGravityAcc.iqr.X tGravityAcc.iqr.Y tGravityAcc.iqr.Z \\\n", "0 -0.999 -0.990 -0.991 \n", "1 -0.998 -0.984 -0.995 \n", "2 -1.000 -0.994 -0.996 \n", "3 -0.968 -0.804 -0.845 \n", "4 -0.999 -0.995 -0.994 \n", "5 -0.999 -0.995 -0.997 \n", "6 -0.999 -0.996 -0.995 \n", "7 -0.998 -0.993 -0.992 \n", "8 -0.994 -0.974 -0.983 \n", "9 -0.886 -0.787 -0.935 \n", "\n", " tGravityAcc.entropy.X tGravityAcc.entropy.Y tGravityAcc.entropy.Z \\\n", "0 -1.000 -1.000 -1.000 \n", "1 -1.000 -1.000 -1.000 \n", "2 -1.000 -1.000 -0.906 \n", "3 -0.717 -1.000 -1.000 \n", "4 -1.000 -1.000 -1.000 \n", "5 -1.000 -1.000 -1.000 \n", "6 -1.000 -1.000 -1.000 \n", "7 -1.000 -1.000 -1.000 \n", "8 -0.735 -0.251 -0.352 \n", "9 0.116 0.334 0.136 \n", "\n", " tGravityAcc.arCoeff.X.1 tGravityAcc.arCoeff.X.2 tGravityAcc.arCoeff.X.3 \\\n", "0 -0.301 0.401 -0.503 \n", "1 -0.347 0.384 -0.422 \n", "2 -0.126 0.168 -0.210 \n", "3 -0.451 0.446 -0.441 \n", "4 -0.434 0.478 -0.523 \n", "5 -0.304 0.356 -0.407 \n", "6 -0.259 0.298 -0.337 \n", "7 -0.351 0.366 -0.382 \n", "8 -0.578 0.609 -0.637 \n", "9 -0.827 0.831 -0.835 \n", "\n", " tGravityAcc.arCoeff.X.4 tGravityAcc.arCoeff.Y.1 tGravityAcc.arCoeff.Y.2 \\\n", "0 0.606 -0.4230 0.3740 \n", "1 0.461 -0.2860 0.2390 \n", "2 0.251 -0.3180 0.2550 \n", "3 0.437 -0.9640 0.9640 \n", "4 0.568 -0.2450 0.1880 \n", "5 0.460 -0.0625 -0.0216 \n", "6 0.377 0.1090 -0.2040 \n", "7 0.397 0.1840 -0.2780 \n", "8 0.665 -0.5780 0.5540 \n", "9 0.839 -0.7120 0.6850 \n", "\n", " tGravityAcc.arCoeff.Y.3 tGravityAcc.arCoeff.Y.4 tGravityAcc.arCoeff.Z.1 \\\n", "0 -0.362 0.3670 -0.1280 \n", "1 -0.239 0.2590 -0.1670 \n", "2 -0.236 0.2370 -0.1060 \n", "3 -0.967 0.9710 -0.9520 \n", "4 -0.179 0.1920 -0.1620 \n", "5 0.046 -0.0431 -0.1230 \n", "6 0.227 -0.2190 -0.0226 \n", "7 0.297 -0.2800 -0.3170 \n", "8 -0.557 0.5720 -0.8690 \n", "9 -0.678 0.6780 -0.9110 \n", "\n", " tGravityAcc.arCoeff.Z.2 tGravityAcc.arCoeff.Z.3 tGravityAcc.arCoeff.Z.4 \\\n", "0 0.1380 -0.147 0.153 \n", "1 0.2190 -0.270 0.320 \n", "2 0.1330 -0.160 0.186 \n", "3 0.9570 -0.963 0.964 \n", "4 0.1950 -0.228 0.260 \n", "5 0.1570 -0.192 0.224 \n", "6 0.0734 -0.125 0.174 \n", "7 0.3430 -0.368 0.392 \n", "8 0.8900 -0.911 0.928 \n", "9 0.9170 -0.923 0.925 \n", "\n", " tGravityAcc.correlation.X.Y tGravityAcc.correlation.X.Z \\\n", "0 0.7260 0.939 \n", "1 0.7240 0.215 \n", "2 0.3960 0.961 \n", "3 0.9820 0.920 \n", "4 0.9510 0.995 \n", "5 -0.3580 0.878 \n", "6 0.7920 0.957 \n", "7 0.3660 0.151 \n", "8 0.0259 -0.729 \n", "9 -0.9690 -0.867 \n", "\n", " tGravityAcc.correlation.Y.Z tBodyAccJerk.mean.X tBodyAccJerk.mean.Y \\\n", "0 0.879 0.0822 -0.01700 \n", "1 0.822 0.0714 0.01680 \n", "2 0.385 0.0776 0.01950 \n", "3 0.975 0.0667 -0.06840 \n", "4 0.963 0.0761 0.01840 \n", "5 0.103 0.0753 0.01810 \n", "6 0.852 0.0734 0.00452 \n", "7 0.969 0.0786 0.01650 \n", "8 -0.639 -0.0136 0.12100 \n", "9 0.717 0.0505 0.09080 \n", "\n", " tBodyAccJerk.mean.Z tBodyAccJerk.std.X tBodyAccJerk.std.Y \\\n", "0 -0.015800 -0.995 -0.985 \n", "1 0.001030 -0.991 -0.973 \n", "2 0.015200 -0.997 -0.992 \n", "3 -0.033600 -0.990 -0.984 \n", "4 -0.006050 -0.997 -0.993 \n", "5 -0.004970 -0.996 -0.993 \n", "6 -0.005890 -0.996 -0.987 \n", "7 -0.000048 -0.997 -0.986 \n", "8 0.229000 -0.884 -0.855 \n", "9 0.005330 -0.858 -0.840 \n", "\n", " tBodyAccJerk.std.Z tBodyAccJerk.mad.X tBodyAccJerk.mad.Y \\\n", "0 -0.988 -0.996 -0.983 \n", "1 -0.985 -0.992 -0.972 \n", "2 -0.993 -0.997 -0.991 \n", "3 -0.991 -0.991 -0.984 \n", "4 -0.997 -0.997 -0.991 \n", "5 -0.994 -0.996 -0.992 \n", "6 -0.992 -0.995 -0.986 \n", "7 -0.993 -0.997 -0.983 \n", "8 -0.911 -0.915 -0.890 \n", "9 -0.896 -0.859 -0.845 \n", "\n", " tBodyAccJerk.mad.Z tBodyAccJerk.max.X tBodyAccJerk.max.Y \\\n", "0 -0.989 -0.994 -0.988 \n", "1 -0.983 -0.986 -0.976 \n", "2 -0.992 -0.997 -0.994 \n", "3 -0.992 -0.991 -0.988 \n", "4 -0.994 -0.996 -0.997 \n", "5 -0.992 -0.996 -0.997 \n", "6 -0.991 -0.996 -0.988 \n", "7 -0.992 -0.997 -0.996 \n", "8 -0.926 -0.881 -0.880 \n", "9 -0.896 -0.881 -0.880 \n", "\n", " tBodyAccJerk.max.Z tBodyAccJerk.min.X tBodyAccJerk.min.Y \\\n", "0 -0.982 0.994 0.991 \n", "1 -0.985 0.992 0.983 \n", "2 -0.992 0.992 0.996 \n", "3 -0.985 0.991 0.983 \n", "4 -0.998 0.996 0.993 \n", "5 -0.993 0.997 0.993 \n", "6 -0.992 0.994 0.988 \n", "7 -0.992 0.997 0.989 \n", "8 -0.918 0.881 0.852 \n", "9 -0.918 0.881 0.852 \n", "\n", " tBodyAccJerk.min.Z tBodyAccJerk.sma tBodyAccJerk.energy.X \\\n", "0 0.989 -0.992 -1.000 \n", "1 0.987 -0.985 -1.000 \n", "2 0.994 -0.996 -1.000 \n", "3 0.981 -0.991 -1.000 \n", "4 0.996 -0.997 -1.000 \n", "5 0.995 -0.996 -1.000 \n", "6 0.992 -0.993 -1.000 \n", "7 0.994 -0.993 -1.000 \n", "8 0.912 -0.910 -0.992 \n", "9 0.912 -0.862 -0.989 \n", "\n", " tBodyAccJerk.energy.Y tBodyAccJerk.energy.Z tBodyAccJerk.iqr.X \\\n", "0 -1.000 -1.000 -0.996 \n", "1 -0.999 -1.000 -0.988 \n", "2 -1.000 -1.000 -0.996 \n", "3 -1.000 -1.000 -0.993 \n", "4 -1.000 -1.000 -0.996 \n", "5 -1.000 -1.000 -0.994 \n", "6 -1.000 -1.000 -0.993 \n", "7 -1.000 -1.000 -0.996 \n", "8 -0.988 -0.995 -0.987 \n", "9 -0.986 -0.993 -0.850 \n", "\n", " tBodyAccJerk.iqr.Y tBodyAccJerk.iqr.Z tBodyAccJerk.entropy.X \\\n", "0 -0.980 -0.990 -0.7880 \n", "1 -0.973 -0.981 -0.7540 \n", "2 -0.991 -0.989 -0.8750 \n", "3 -0.985 -0.991 -0.7390 \n", "4 -0.989 -0.990 -0.8630 \n", "5 -0.992 -0.989 -0.8390 \n", "6 -0.987 -0.991 -0.8510 \n", "7 -0.982 -0.989 -0.8630 \n", "8 -0.975 -0.970 -0.4090 \n", "9 -0.890 -0.914 0.0585 \n", "\n", " tBodyAccJerk.entropy.Y tBodyAccJerk.entropy.Z tBodyAccJerk.arCoeff.X.1 \\\n", "0 -0.7260 -0.7490 0.318 \n", "1 -0.5760 -0.6610 0.251 \n", "2 -0.8260 -0.7900 0.286 \n", "3 -0.9000 -0.8040 0.330 \n", "4 -0.8590 -0.8200 0.115 \n", "5 -0.8710 -0.7600 0.292 \n", "6 -0.7680 -0.7940 0.473 \n", "7 -0.7130 -0.7490 0.222 \n", "8 -0.2790 -0.1910 -0.227 \n", "9 -0.0431 -0.0945 -0.245 \n", "\n", " tBodyAccJerk.arCoeff.X.2 tBodyAccJerk.arCoeff.X.3 \\\n", "0 0.0311 0.3080 \n", "1 -0.0114 0.3550 \n", "2 0.1930 0.4130 \n", "3 0.1410 0.4190 \n", "4 0.1280 -0.0852 \n", "5 0.0330 0.2520 \n", "6 0.1180 0.5070 \n", "7 0.2500 0.1320 \n", "8 0.2700 -0.1740 \n", "9 0.3020 -0.0118 \n", "\n", " tBodyAccJerk.arCoeff.X.4 tBodyAccJerk.arCoeff.Y.1 \\\n", "0 0.2400 0.0785 \n", "1 -0.0264 -0.1180 \n", "2 0.2660 0.3130 \n", "3 0.2140 -0.3280 \n", "4 0.3090 0.2260 \n", "5 0.2140 0.2570 \n", "6 0.2720 0.2870 \n", "7 0.2370 0.2210 \n", "8 0.4430 -0.3100 \n", "9 0.2210 -0.3290 \n", "\n", " tBodyAccJerk.arCoeff.Y.2 tBodyAccJerk.arCoeff.Y.3 \\\n", "0 -0.00397 0.17100 \n", "1 0.32400 -0.07850 \n", "2 -0.08440 0.40100 \n", "3 0.30800 -0.30600 \n", "4 -0.08990 0.39100 \n", "5 -0.06410 0.23600 \n", "6 0.18700 0.12800 \n", "7 0.16800 0.25400 \n", "8 0.18600 0.00252 \n", "9 0.22100 -0.01800 \n", "\n", " tBodyAccJerk.arCoeff.Y.4 tBodyAccJerk.arCoeff.Z.1 \\\n", "0 0.180 0.2930 \n", "1 0.320 0.1080 \n", "2 0.351 0.0536 \n", "3 0.153 -0.0637 \n", "4 0.507 0.3450 \n", "5 0.738 0.2240 \n", "6 0.591 0.3370 \n", "7 0.639 0.2590 \n", "8 0.464 -0.6020 \n", "9 0.422 -0.5980 \n", "\n", " tBodyAccJerk.arCoeff.Z.2 tBodyAccJerk.arCoeff.Z.3 \\\n", "0 0.1550 0.2440 \n", "1 0.0530 0.0191 \n", "2 0.2760 -0.0349 \n", "3 0.1230 -0.2030 \n", "4 -0.1490 0.1650 \n", "5 0.1320 0.0576 \n", "6 0.1830 0.1930 \n", "7 0.0151 0.1190 \n", "8 0.0954 -0.6570 \n", "9 0.1220 -0.5900 \n", "\n", " tBodyAccJerk.arCoeff.Z.4 tBodyAccJerk.correlation.X.Y \\\n", "0 0.6120 0.1080 \n", "1 0.2230 0.2050 \n", "2 0.3150 -0.2180 \n", "3 0.3000 -0.2350 \n", "4 0.5650 -0.0535 \n", "5 0.2360 -0.1590 \n", "6 0.1660 -0.1320 \n", "7 0.1720 -0.1630 \n", "8 0.2440 -0.5480 \n", "9 0.0857 -0.4660 \n", "\n", " tBodyAccJerk.correlation.X.Z tBodyAccJerk.correlation.Y.Z \\\n", "0 0.2550 0.2650 \n", "1 0.2570 0.2810 \n", "2 0.0304 -0.1100 \n", "3 -0.0381 0.1930 \n", "4 0.3760 0.2540 \n", "5 0.2400 0.0995 \n", "6 0.4750 -0.0122 \n", "7 0.2630 0.0425 \n", "8 -0.2550 -0.2040 \n", "9 -0.2420 -0.1260 \n", "\n", " tBodyGyro.mean.X tBodyGyro.mean.Y tBodyGyro.mean.Z tBodyGyro.std.X \\\n", "0 -0.02860 -0.0830 0.0955 -0.988 \n", "1 -0.02470 -0.0689 0.0855 -0.985 \n", "2 -0.02710 -0.0718 0.0836 -0.998 \n", "3 -0.01050 0.1570 -0.1750 -0.978 \n", "4 -0.02950 -0.0844 0.1010 -0.996 \n", "5 -0.02980 -0.0787 0.0938 -0.997 \n", "6 -0.02920 -0.0796 0.0946 -0.998 \n", "7 -0.02720 -0.0692 0.0791 -0.998 \n", "8 -0.03770 0.0213 0.0766 -0.731 \n", "9 -0.00382 0.0192 -0.0502 -0.721 \n", "\n", " tBodyGyro.std.Y tBodyGyro.std.Z tBodyGyro.mad.X tBodyGyro.mad.Y \\\n", "0 -0.989 -0.979 -0.988 -0.990 \n", "1 -0.988 -0.981 -0.985 -0.990 \n", "2 -0.998 -0.996 -0.997 -0.998 \n", "3 -0.942 -0.912 -0.981 -0.944 \n", "4 -0.998 -0.995 -0.996 -0.997 \n", "5 -0.998 -0.998 -0.997 -0.998 \n", "6 -0.999 -0.998 -0.997 -0.999 \n", "7 -0.998 -0.996 -0.999 -0.998 \n", "8 -0.500 -0.569 -0.817 -0.614 \n", "9 -0.489 -0.509 -0.785 -0.575 \n", "\n", " tBodyGyro.mad.Z tBodyGyro.max.X tBodyGyro.max.Y tBodyGyro.max.Z \\\n", "0 -0.980 -0.881 -0.954 -0.743 \n", "1 -0.984 -0.872 -0.949 -0.748 \n", "2 -0.996 -0.886 -0.955 -0.759 \n", "3 -0.915 -0.860 -0.878 -0.803 \n", "4 -0.995 -0.885 -0.958 -0.751 \n", "5 -0.998 -0.887 -0.958 -0.757 \n", "6 -0.998 -0.886 -0.958 -0.755 \n", "7 -0.996 -0.885 -0.956 -0.760 \n", "8 -0.690 -0.630 -0.573 -0.381 \n", "9 -0.524 -0.630 -0.573 -0.381 \n", "\n", " tBodyGyro.min.X tBodyGyro.min.Y tBodyGyro.min.Z tBodyGyro.sma \\\n", "0 0.839 0.907 0.819 -0.984 \n", "1 0.837 0.907 0.807 -0.984 \n", "2 0.846 0.915 0.829 -0.997 \n", "3 0.825 0.932 0.686 -0.834 \n", "4 0.843 0.913 0.833 -0.993 \n", "5 0.845 0.915 0.832 -0.997 \n", "6 0.844 0.914 0.832 -0.997 \n", "7 0.846 0.916 0.827 -0.997 \n", "8 0.569 0.657 0.458 -0.668 \n", "9 0.569 0.657 0.458 -0.580 \n", "\n", " tBodyGyro.energy.X tBodyGyro.energy.Y tBodyGyro.energy.Z \\\n", "0 -1.000 -1.000 -1.000 \n", "1 -1.000 -1.000 -1.000 \n", "2 -1.000 -1.000 -1.000 \n", "3 -1.000 -0.989 -0.970 \n", "4 -1.000 -1.000 -1.000 \n", "5 -1.000 -1.000 -1.000 \n", "6 -1.000 -1.000 -1.000 \n", "7 -1.000 -1.000 -1.000 \n", "8 -0.967 -0.874 -0.913 \n", "9 -0.964 -0.869 -0.880 \n", "\n", " tBodyGyro.iqr.X tBodyGyro.iqr.Y tBodyGyro.iqr.Z tBodyGyro.entropy.X \\\n", "0 -0.987 -0.992 -0.982 -0.374 \n", "1 -0.989 -0.993 -0.989 -0.299 \n", "2 -0.997 -0.998 -0.996 -0.612 \n", "3 -0.985 -0.948 -0.925 0.132 \n", "4 -0.995 -0.997 -0.995 -0.654 \n", "5 -0.998 -0.998 -0.998 -0.744 \n", "6 -0.997 -0.998 -0.998 -0.755 \n", "7 -0.999 -0.998 -0.997 -0.696 \n", "8 -0.992 -0.976 -0.967 -0.473 \n", "9 -0.915 -0.764 -0.607 0.357 \n", "\n", " tBodyGyro.entropy.Y tBodyGyro.entropy.Z tBodyGyro.arCoeff.X.1 \\\n", "0 -0.570 -0.166 -0.0949 \n", "1 -0.254 -0.359 -0.2300 \n", "2 -0.566 -0.690 0.0537 \n", "3 0.527 -1.000 -0.2220 \n", "4 -0.891 -0.277 0.1960 \n", "5 -0.817 -0.478 0.2620 \n", "6 -0.872 -0.442 0.2450 \n", "7 -0.530 -0.844 0.3090 \n", "8 -0.445 0.279 -0.5590 \n", "9 -0.094 0.191 -0.5240 \n", "\n", " tBodyGyro.arCoeff.X.2 tBodyGyro.arCoeff.X.3 tBodyGyro.arCoeff.X.4 \\\n", "0 -0.0377 0.335000 -0.1010 \n", "1 0.1200 0.106000 0.1710 \n", "2 -0.0177 0.262000 -0.0891 \n", "3 0.0322 0.318000 -0.1980 \n", "4 -0.2220 0.229000 0.2670 \n", "5 -0.2400 0.392000 -0.1420 \n", "6 -0.1910 0.481000 -0.3640 \n", "7 -0.2020 0.361000 0.0342 \n", "8 0.3460 0.007450 0.0114 \n", "9 0.3210 -0.000958 0.0437 \n", "\n", " tBodyGyro.arCoeff.Y.1 tBodyGyro.arCoeff.Y.2 tBodyGyro.arCoeff.Y.3 \\\n", "0 -0.04690 -0.0549 0.0634 \n", "1 -0.18500 0.0771 0.0622 \n", "2 0.20000 -0.2070 0.3860 \n", "3 0.06550 -0.2580 0.1940 \n", "4 0.00739 -0.1130 0.2020 \n", "5 0.17000 -0.1710 0.2900 \n", "6 0.21500 -0.2170 0.4490 \n", "7 0.15400 -0.1300 0.2420 \n", "8 -0.80000 0.6590 -0.4600 \n", "9 -0.69000 0.5180 -0.2770 \n", "\n", " tBodyGyro.arCoeff.Y.4 tBodyGyro.arCoeff.Z.1 tBodyGyro.arCoeff.Z.2 \\\n", "0 0.24000 0.0176 -0.1170 \n", "1 0.29800 -0.0702 0.0816 \n", "2 -0.11600 0.2620 -0.1400 \n", "3 0.23800 -0.0125 -0.1320 \n", "4 -0.00443 0.1460 -0.1070 \n", "5 -0.14500 0.4700 -0.3180 \n", "6 -0.30800 0.5500 -0.4020 \n", "7 -0.10400 0.6430 -0.5830 \n", "8 0.33900 -0.8030 0.6140 \n", "9 0.23400 -0.6330 0.4260 \n", "\n", " tBodyGyro.arCoeff.Z.3 tBodyGyro.arCoeff.Z.4 tBodyGyro.correlation.X.Y \\\n", "0 0.0488 0.33600 -0.01610 \n", "1 -0.0529 0.31200 -0.42600 \n", "2 0.1170 -0.00557 -0.15000 \n", "3 0.1000 0.16200 -0.26200 \n", "4 0.0182 0.02490 -0.13800 \n", "5 0.2310 -0.13900 0.17300 \n", "6 0.2680 -0.15900 0.14100 \n", "7 0.3660 0.09240 0.00594 \n", "8 -0.2970 0.19800 0.62100 \n", "9 -0.1800 0.21900 0.55400 \n", "\n", " tBodyGyro.correlation.X.Z tBodyGyro.correlation.Y.Z tBodyGyroJerk.mean.X \\\n", "0 0.46600 -0.6880 -0.0971 \n", "1 0.15200 -0.4780 -0.0994 \n", "2 0.26100 -0.5740 -0.1000 \n", "3 0.23000 -0.9920 -0.0842 \n", "4 0.03340 -0.4240 -0.0971 \n", "5 -0.28600 -0.0203 -0.0970 \n", "6 -0.18100 -0.2870 -0.0972 \n", "7 -0.00461 -0.5980 -0.0971 \n", "8 0.86700 0.7310 -0.0165 \n", "9 0.65500 0.6210 -0.0955 \n", "\n", " tBodyGyroJerk.mean.Y tBodyGyroJerk.mean.Z tBodyGyroJerk.std.X \\\n", "0 -0.0416 -0.04470 -0.990 \n", "1 -0.0325 -0.04550 -0.986 \n", "2 -0.0421 -0.05370 -0.998 \n", "3 -0.0809 0.00753 -0.985 \n", "4 -0.0396 -0.05480 -0.997 \n", "5 -0.0394 -0.05520 -0.997 \n", "6 -0.0406 -0.05490 -0.997 \n", "7 -0.0400 -0.05900 -0.998 \n", "8 -0.0650 -0.15100 -0.894 \n", "9 -0.0678 -0.04050 -0.886 \n", "\n", " tBodyGyroJerk.std.Y tBodyGyroJerk.std.Z tBodyGyroJerk.mad.X \\\n", "0 -0.995 -0.990 -0.990 \n", "1 -0.994 -0.985 -0.987 \n", "2 -0.998 -0.996 -0.997 \n", "3 -0.993 -0.990 -0.986 \n", "4 -0.999 -0.997 -0.996 \n", "5 -0.999 -0.996 -0.997 \n", "6 -0.998 -0.996 -0.997 \n", "7 -0.998 -0.996 -0.998 \n", "8 -0.881 -0.859 -0.919 \n", "9 -0.874 -0.848 -0.900 \n", "\n", " tBodyGyroJerk.mad.Y tBodyGyroJerk.mad.Z tBodyGyroJerk.max.X \\\n", "0 -0.996 -0.990 -0.991 \n", "1 -0.994 -0.987 -0.985 \n", "2 -0.998 -0.996 -0.997 \n", "3 -0.993 -0.991 -0.977 \n", "4 -0.999 -0.997 -0.997 \n", "5 -0.999 -0.996 -0.996 \n", "6 -0.998 -0.996 -0.996 \n", "7 -0.998 -0.995 -0.997 \n", "8 -0.917 -0.895 -0.871 \n", "9 -0.890 -0.865 -0.871 \n", "\n", " tBodyGyroJerk.max.Y tBodyGyroJerk.max.Z tBodyGyroJerk.min.X \\\n", "0 -0.996 -0.992 0.992 \n", "1 -0.992 -0.980 0.989 \n", "2 -0.999 -0.995 0.997 \n", "3 -0.993 -0.979 0.987 \n", "4 -0.999 -0.996 0.997 \n", "5 -0.999 -0.996 0.996 \n", "6 -0.999 -0.995 0.995 \n", "7 -0.998 -0.997 0.998 \n", "8 -0.880 -0.825 0.911 \n", "9 -0.880 -0.825 0.911 \n", "\n", " tBodyGyroJerk.min.Y tBodyGyroJerk.min.Z tBodyGyroJerk.sma \\\n", "0 0.997 0.995 -0.994 \n", "1 0.995 0.987 -0.991 \n", "2 0.999 0.998 -0.998 \n", "3 0.995 0.997 -0.991 \n", "4 1.000 0.998 -0.999 \n", "5 0.999 0.998 -0.998 \n", "6 0.999 0.998 -0.998 \n", "7 0.998 0.996 -0.998 \n", "8 0.921 0.881 -0.915 \n", "9 0.921 0.881 -0.887 \n", "\n", " tBodyGyroJerk.energy.X tBodyGyroJerk.energy.Y tBodyGyroJerk.energy.Z \\\n", "0 -1.000 -1.000 -1.000 \n", "1 -1.000 -1.000 -1.000 \n", "2 -1.000 -1.000 -1.000 \n", "3 -1.000 -1.000 -1.000 \n", "4 -1.000 -1.000 -1.000 \n", "5 -1.000 -1.000 -1.000 \n", "6 -1.000 -1.000 -1.000 \n", "7 -1.000 -1.000 -1.000 \n", "8 -0.994 -0.993 -0.989 \n", "9 -0.993 -0.992 -0.988 \n", "\n", " tBodyGyroJerk.iqr.X tBodyGyroJerk.iqr.Y tBodyGyroJerk.iqr.Z \\\n", "0 -0.990 -0.996 -0.989 \n", "1 -0.990 -0.993 -0.991 \n", "2 -0.997 -0.998 -0.995 \n", "3 -0.988 -0.993 -0.993 \n", "4 -0.995 -0.999 -0.997 \n", "5 -0.997 -0.999 -0.995 \n", "6 -0.997 -0.999 -0.995 \n", "7 -0.999 -0.999 -0.993 \n", "8 -0.992 -0.994 -0.988 \n", "9 -0.931 -0.928 -0.913 \n", "\n", " tBodyGyroJerk.entropy.X tBodyGyroJerk.entropy.Y tBodyGyroJerk.entropy.Z \\\n", "0 -0.5200 -0.666 -0.500 \n", "1 -0.4810 -0.559 -0.482 \n", "2 -0.8330 -0.827 -0.696 \n", "3 -0.4550 -0.641 -0.381 \n", "4 -0.7510 -0.910 -0.741 \n", "5 -0.8010 -0.866 -0.696 \n", "6 -0.7730 -0.875 -0.698 \n", "7 -0.8110 -0.837 -0.692 \n", "8 -0.3080 -0.226 -0.276 \n", "9 -0.0527 0.166 0.235 \n", "\n", " tBodyGyroJerk.arCoeff.X.1 tBodyGyroJerk.arCoeff.X.2 \\\n", "0 0.00959 -0.13100 \n", "1 -0.19700 0.00966 \n", "2 0.13600 -0.04810 \n", "3 -0.02990 -0.15600 \n", "4 0.23000 -0.23300 \n", "5 0.36200 -0.17400 \n", "6 0.38700 -0.10700 \n", "7 0.32700 -0.11300 \n", "8 -0.29000 -0.05400 \n", "9 -0.28600 -0.05240 \n", "\n", " tBodyGyroJerk.arCoeff.X.3 tBodyGyroJerk.arCoeff.X.4 \\\n", "0 0.1080 0.41700 \n", "1 -0.0655 0.36100 \n", "2 0.3500 0.08610 \n", "3 0.2770 -0.00987 \n", "4 0.1320 0.15200 \n", "5 0.3920 0.22800 \n", "6 0.5550 0.30900 \n", "7 0.3170 0.51800 \n", "8 0.2240 -0.28500 \n", "9 0.2740 -0.36700 \n", "\n", " tBodyGyroJerk.arCoeff.Y.1 tBodyGyroJerk.arCoeff.Y.2 \\\n", "0 -0.0525 0.05120 \n", "1 -0.2430 0.04220 \n", "2 0.2530 -0.03940 \n", "3 0.1640 -0.22900 \n", "4 0.1150 0.00861 \n", "5 0.2840 0.03330 \n", "6 0.3270 0.01170 \n", "7 0.2300 0.08310 \n", "8 -0.6740 0.31000 \n", "9 -0.5760 0.21200 \n", "\n", " tBodyGyroJerk.arCoeff.Y.3 tBodyGyroJerk.arCoeff.Y.4 \\\n", "0 -0.03980 0.369 \n", "1 -0.00429 0.197 \n", "2 0.40200 0.285 \n", "3 0.10700 -0.229 \n", "4 0.19700 0.319 \n", "5 0.41300 0.264 \n", "6 0.50700 0.356 \n", "7 0.35800 0.209 \n", "8 -0.02630 -0.318 \n", "9 0.06330 -0.383 \n", "\n", " tBodyGyroJerk.arCoeff.Z.1 tBodyGyroJerk.arCoeff.Z.2 \\\n", "0 0.0208 -0.1120 \n", "1 -0.1030 0.0869 \n", "2 0.3660 0.0237 \n", "3 0.1010 -0.1680 \n", "4 0.2740 0.0855 \n", "5 0.6140 -0.0406 \n", "6 0.7270 -0.1540 \n", "7 0.6690 -0.3200 \n", "8 -0.7220 0.1450 \n", "9 -0.5370 0.0243 \n", "\n", " tBodyGyroJerk.arCoeff.Z.3 tBodyGyroJerk.arCoeff.Z.4 \\\n", "0 -0.1110 0.2130 \n", "1 -0.0473 0.1610 \n", "2 0.3490 0.0103 \n", "3 -0.0165 0.0877 \n", "4 0.1400 0.2030 \n", "5 0.4830 0.0865 \n", "6 0.5570 -0.1820 \n", "7 0.3420 0.2450 \n", "8 0.2430 -0.5460 \n", "9 0.1650 -0.4580 \n", "\n", " tBodyGyroJerk.correlation.X.Y tBodyGyroJerk.correlation.X.Z \\\n", "0 0.2180 0.20400 \n", "1 -0.0739 0.19600 \n", "2 0.0581 0.17500 \n", "3 0.1270 -0.00915 \n", "4 -0.0993 0.02740 \n", "5 0.1760 -0.04520 \n", "6 0.0408 -0.06270 \n", "7 0.2510 -0.13700 \n", "8 0.7050 0.73500 \n", "9 0.6030 0.64500 \n", "\n", " tBodyGyroJerk.correlation.Y.Z tBodyAccMag.mean tBodyAccMag.std \\\n", "0 -0.4160 -0.987 -0.983 \n", "1 -0.4370 -0.988 -0.986 \n", "2 -0.2310 -0.997 -0.998 \n", "3 -0.3150 -0.905 -0.840 \n", "4 -0.0412 -0.998 -0.999 \n", "5 -0.1680 -0.998 -0.998 \n", "6 -0.2420 -0.998 -0.998 \n", "7 -0.1960 -0.995 -0.997 \n", "8 0.6320 -0.816 -0.508 \n", "9 0.5620 -0.507 -0.491 \n", "\n", " tBodyAccMag.mad tBodyAccMag.max tBodyAccMag.min tBodyAccMag.sma \\\n", "0 -0.987 -0.978 -0.993 -0.987 \n", "1 -0.988 -0.988 -0.993 -0.988 \n", "2 -0.998 -0.997 -0.999 -0.997 \n", "3 -0.836 -0.904 -0.976 -0.905 \n", "4 -0.998 -0.997 -0.996 -0.998 \n", "5 -0.998 -0.995 -0.996 -0.998 \n", "6 -0.998 -0.994 -0.995 -0.998 \n", "7 -0.996 -0.994 -0.996 -0.995 \n", "8 -0.547 -0.645 -0.992 -0.816 \n", "9 -0.523 -0.624 -0.992 -0.507 \n", "\n", " tBodyAccMag.energy tBodyAccMag.iqr tBodyAccMag.entropy \\\n", "0 -1.000 -0.991 -0.5860 \n", "1 -1.000 -0.990 -0.6150 \n", "2 -1.000 -0.996 -0.9270 \n", "3 -0.992 -0.795 0.0235 \n", "4 -1.000 -0.997 -0.9010 \n", "5 -1.000 -0.996 -0.8930 \n", "6 -1.000 -0.995 -0.9230 \n", "7 -1.000 -0.993 -0.8430 \n", "8 -0.954 -0.707 0.0598 \n", "9 -0.862 -0.549 0.6660 \n", "\n", " tBodyAccMag.arCoeff1 tBodyAccMag.arCoeff2 tBodyAccMag.arCoeff3 \\\n", "0 0.156 -0.240 0.293 \n", "1 0.373 -0.343 0.345 \n", "2 0.471 -0.362 0.408 \n", "3 -0.521 0.433 -0.453 \n", "4 0.259 -0.243 0.505 \n", "5 0.379 -0.411 0.842 \n", "6 0.492 -0.473 0.695 \n", "7 0.515 -0.354 0.155 \n", "8 -0.504 0.424 -0.553 \n", "9 -0.597 0.515 -0.560 \n", "\n", " tBodyAccMag.arCoeff4 tGravityAccMag.mean tGravityAccMag.std \\\n", "0 -0.0627 -0.987 -0.983 \n", "1 -0.2770 -0.988 -0.986 \n", "2 -0.5270 -0.997 -0.998 \n", "3 0.3810 -0.905 -0.840 \n", "4 -0.6080 -0.998 -0.999 \n", "5 -0.8810 -0.998 -0.998 \n", "6 -0.6690 -0.998 -0.998 \n", "7 -0.2210 -0.995 -0.997 \n", "8 0.5660 -0.816 -0.508 \n", "9 0.4690 -0.507 -0.491 \n", "\n", " tGravityAccMag.mad tGravityAccMag.max tGravityAccMag.min \\\n", "0 -0.987 -0.978 -0.993 \n", "1 -0.988 -0.988 -0.993 \n", "2 -0.998 -0.997 -0.999 \n", "3 -0.836 -0.904 -0.976 \n", "4 -0.998 -0.997 -0.996 \n", "5 -0.998 -0.995 -0.996 \n", "6 -0.998 -0.994 -0.995 \n", "7 -0.996 -0.994 -0.996 \n", "8 -0.547 -0.645 -0.992 \n", "9 -0.523 -0.624 -0.992 \n", "\n", " tGravityAccMag.sma tGravityAccMag.energy tGravityAccMag.iqr \\\n", "0 -0.987 -1.000 -0.991 \n", "1 -0.988 -1.000 -0.990 \n", "2 -0.997 -1.000 -0.996 \n", "3 -0.905 -0.992 -0.795 \n", "4 -0.998 -1.000 -0.997 \n", "5 -0.998 -1.000 -0.996 \n", "6 -0.998 -1.000 -0.995 \n", "7 -0.995 -1.000 -0.993 \n", "8 -0.816 -0.954 -0.707 \n", "9 -0.507 -0.862 -0.549 \n", "\n", " tGravityAccMag.entropy tGravityAccMag.arCoeff1 tGravityAccMag.arCoeff2 \\\n", "0 -0.5860 0.156 -0.240 \n", "1 -0.6150 0.373 -0.343 \n", "2 -0.9270 0.471 -0.362 \n", "3 0.0235 -0.521 0.433 \n", "4 -0.9010 0.259 -0.243 \n", "5 -0.8930 0.379 -0.411 \n", "6 -0.9230 0.492 -0.473 \n", "7 -0.8430 0.515 -0.354 \n", "8 0.0598 -0.504 0.424 \n", "9 0.6660 -0.597 0.515 \n", "\n", " tGravityAccMag.arCoeff3 tGravityAccMag.arCoeff4 tBodyAccJerkMag.mean \\\n", "0 0.293 -0.0627 -0.991 \n", "1 0.345 -0.2770 -0.984 \n", "2 0.408 -0.5270 -0.995 \n", "3 -0.453 0.3810 -0.990 \n", "4 0.505 -0.6080 -0.996 \n", "5 0.842 -0.8810 -0.995 \n", "6 0.695 -0.6690 -0.993 \n", "7 0.155 -0.2210 -0.993 \n", "8 -0.553 0.5660 -0.914 \n", "9 -0.560 0.4690 -0.867 \n", "\n", " tBodyAccJerkMag.std tBodyAccJerkMag.mad tBodyAccJerkMag.max \\\n", "0 -0.989 -0.991 -0.986 \n", "1 -0.986 -0.987 -0.979 \n", "2 -0.996 -0.996 -0.994 \n", "3 -0.989 -0.990 -0.988 \n", "4 -1.000 -0.999 -1.000 \n", "5 -0.998 -0.998 -0.997 \n", "6 -0.994 -0.994 -0.996 \n", "7 -0.994 -0.994 -0.995 \n", "8 -0.816 -0.812 -0.858 \n", "9 -0.839 -0.840 -0.858 \n", "\n", " tBodyAccJerkMag.min tBodyAccJerkMag.sma tBodyAccJerkMag.energy \\\n", "0 -0.993 -0.991 -1.000 \n", "1 -0.981 -0.984 -1.000 \n", "2 -0.987 -0.995 -1.000 \n", "3 -0.984 -0.990 -1.000 \n", "4 -0.991 -0.996 -1.000 \n", "5 -0.991 -0.995 -1.000 \n", "6 -0.977 -0.993 -1.000 \n", "7 -0.983 -0.993 -1.000 \n", "8 -0.990 -0.914 -0.991 \n", "9 -0.975 -0.867 -0.988 \n", "\n", " tBodyAccJerkMag.iqr tBodyAccJerkMag.entropy tBodyAccJerkMag.arCoeff1 \\\n", "0 -0.993 -0.795 0.178 \n", "1 -0.991 -0.721 0.496 \n", "2 -0.998 -0.851 0.360 \n", "3 -0.992 -0.791 0.182 \n", "4 -0.999 -0.996 0.308 \n", "5 -0.999 -0.926 0.280 \n", "6 -0.993 -0.875 0.224 \n", "7 -0.993 -0.845 0.351 \n", "8 -0.840 -0.147 0.288 \n", "9 -0.856 0.135 0.252 \n", "\n", " tBodyAccJerkMag.arCoeff2 tBodyAccJerkMag.arCoeff3 \\\n", "0 0.0616 -0.1870 \n", "1 -0.3880 -0.1100 \n", "2 -0.4760 0.1110 \n", "3 0.0306 -0.2190 \n", "4 -0.0841 -0.2180 \n", "5 -0.3460 0.2030 \n", "6 -0.4640 0.1690 \n", "7 -0.1080 -0.0936 \n", "8 0.0126 -0.0379 \n", "9 -0.0147 -0.0318 \n", "\n", " tBodyAccJerkMag.arCoeff4 tBodyGyroMag.mean tBodyGyroMag.std \\\n", "0 -0.20700 -0.986 -0.985 \n", "1 -0.11600 -0.985 -0.980 \n", "2 -0.00757 -0.998 -0.998 \n", "3 -0.14700 -0.841 -0.883 \n", "4 -0.20000 -0.993 -0.995 \n", "5 -0.23400 -0.997 -0.999 \n", "6 0.09790 -0.997 -0.998 \n", "7 -0.35300 -0.997 -0.998 \n", "8 -0.52700 -0.682 -0.271 \n", "9 -0.42800 -0.593 -0.357 \n", "\n", " tBodyGyroMag.mad tBodyGyroMag.max tBodyGyroMag.min tBodyGyroMag.sma \\\n", "0 -0.982 -0.988 -0.993 -0.986 \n", "1 -0.977 -0.986 -0.990 -0.985 \n", "2 -0.998 -0.999 -0.997 -0.998 \n", "3 -0.871 -0.895 -0.746 -0.841 \n", "4 -0.995 -0.996 -0.993 -0.993 \n", "5 -0.999 -0.999 -0.993 -0.997 \n", "6 -0.998 -0.998 -0.992 -0.997 \n", "7 -0.997 -0.998 -0.996 -0.997 \n", "8 -0.107 -0.623 -0.994 -0.682 \n", "9 -0.263 -0.623 -0.994 -0.593 \n", "\n", " tBodyGyroMag.energy tBodyGyroMag.iqr tBodyGyroMag.entropy \\\n", "0 -1.000 -0.9800 -0.219 \n", "1 -1.000 -0.9790 -0.184 \n", "2 -1.000 -0.9980 -0.775 \n", "3 -0.987 -0.8790 0.513 \n", "4 -1.000 -0.9940 -0.555 \n", "5 -1.000 -0.9990 -0.837 \n", "6 -1.000 -0.9980 -0.798 \n", "7 -1.000 -0.9970 -0.736 \n", "8 -0.888 -0.0351 0.331 \n", "9 -0.875 -0.1760 0.763 \n", "\n", " tBodyGyroMag.arCoeff1 ... fBodyAcc.bandsEnergy.17.32 \\\n", "0 -0.0993 ... -1.000 \n", "1 -0.0689 ... -1.000 \n", "2 0.2920 ... -1.000 \n", "3 -0.1390 ... -1.000 \n", "4 0.0928 ... -1.000 \n", "5 0.4430 ... -1.000 \n", "6 0.4060 ... -1.000 \n", "7 0.4410 ... -1.000 \n", "8 -0.7870 ... -0.985 \n", "9 -0.7090 ... -0.981 \n", "\n", " fBodyAcc.bandsEnergy.33.48 fBodyAcc.bandsEnergy.49.64 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.987 -0.988 \n", "9 -0.993 -0.998 \n", "\n", " fBodyAcc.bandsEnergy.1.24 fBodyAcc.bandsEnergy.25.48 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.982 -0.988 \n", "9 -0.969 -0.993 \n", "\n", " fBodyAcc.bandsEnergy.1.8.1 fBodyAcc.bandsEnergy.9.16.1 \\\n", "0 -0.999 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -0.974 -0.999 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.963 -0.987 \n", "9 -0.883 -0.987 \n", "\n", " fBodyAcc.bandsEnergy.17.24.1 fBodyAcc.bandsEnergy.25.32.1 \\\n", "0 -1.000 -0.999 \n", "1 -0.999 -0.999 \n", "2 -1.000 -1.000 \n", "3 -0.999 -0.998 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.989 -0.998 \n", "9 -0.989 -0.996 \n", "\n", " fBodyAcc.bandsEnergy.33.40.1 fBodyAcc.bandsEnergy.41.48.1 \\\n", "0 -1.000 -0.999 \n", "1 -0.999 -1.000 \n", "2 -1.000 -1.000 \n", "3 -0.996 -0.995 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -0.999 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.991 -0.986 \n", "9 -0.988 -0.987 \n", "\n", " fBodyAcc.bandsEnergy.49.56.1 fBodyAcc.bandsEnergy.57.64.1 \\\n", "0 -0.999 -0.999 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -0.993 -0.989 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.983 -0.981 \n", "9 -0.991 -0.989 \n", "\n", " fBodyAcc.bandsEnergy.1.16.1 fBodyAcc.bandsEnergy.17.32.1 \\\n", "0 -0.999 -1.000 \n", "1 -0.999 -0.999 \n", "2 -1.000 -1.000 \n", "3 -0.980 -0.998 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.965 -0.989 \n", "9 -0.903 -0.988 \n", "\n", " fBodyAcc.bandsEnergy.33.48.1 fBodyAcc.bandsEnergy.49.64.1 \\\n", "0 -0.999 -0.999 \n", "1 -0.999 -1.000 \n", "2 -1.000 -1.000 \n", "3 -0.995 -0.991 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -0.999 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.988 -0.982 \n", "9 -0.986 -0.990 \n", "\n", " fBodyAcc.bandsEnergy.1.24.1 fBodyAcc.bandsEnergy.25.48.1 \\\n", "0 -0.999 -0.999 \n", "1 -0.999 -0.999 \n", "2 -1.000 -1.000 \n", "3 -0.981 -0.997 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.966 -0.995 \n", "9 -0.910 -0.993 \n", "\n", " fBodyAcc.bandsEnergy.1.8.2 fBodyAcc.bandsEnergy.9.16.2 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -0.999 \n", "2 -1.000 -1.000 \n", "3 -0.992 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.881 -0.984 \n", "9 -0.787 -0.991 \n", "\n", " fBodyAcc.bandsEnergy.17.24.2 fBodyAcc.bandsEnergy.25.32.2 \\\n", "0 -0.999 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.994 -0.995 \n", "9 -0.998 -0.999 \n", "\n", " fBodyAcc.bandsEnergy.33.40.2 fBodyAcc.bandsEnergy.41.48.2 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -0.999 \n", "2 -1.000 -1.000 \n", "3 -1.000 -0.999 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.990 -0.982 \n", "9 -0.998 -0.996 \n", "\n", " fBodyAcc.bandsEnergy.49.56.2 fBodyAcc.bandsEnergy.57.64.2 \\\n", "0 -0.999 -0.999 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -0.999 -0.998 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.965 -0.918 \n", "9 -0.999 -1.000 \n", "\n", " fBodyAcc.bandsEnergy.1.16.2 fBodyAcc.bandsEnergy.17.32.2 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -0.993 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.900 -0.995 \n", "9 -0.827 -0.998 \n", "\n", " fBodyAcc.bandsEnergy.33.48.2 fBodyAcc.bandsEnergy.49.64.2 \\\n", "0 -1.000 -0.999 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -0.999 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.988 -0.950 \n", "9 -0.997 -0.999 \n", "\n", " fBodyAcc.bandsEnergy.1.24.2 fBodyAcc.bandsEnergy.25.48.2 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -0.994 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.902 -0.993 \n", "9 -0.833 -0.998 \n", "\n", " fBodyAccJerk.mean.X fBodyAccJerk.mean.Y fBodyAccJerk.mean.Z \\\n", "0 -0.995 -0.983 -0.987 \n", "1 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fBodyAccJerk.max.X fBodyAccJerk.max.Y fBodyAccJerk.max.Z \\\n", "0 -0.995 -0.991 -0.989 \n", "1 -0.994 -0.980 -0.989 \n", "2 -0.998 -0.993 -0.989 \n", "3 -0.995 -0.992 -0.990 \n", "4 -0.999 -0.992 -0.996 \n", "5 -0.998 -0.994 -0.997 \n", "6 -0.997 -0.992 -0.993 \n", "7 -0.998 -0.987 -0.992 \n", "8 -0.906 -0.908 -0.933 \n", "9 -0.900 -0.897 -0.906 \n", "\n", " fBodyAccJerk.min.X fBodyAccJerk.min.Y fBodyAccJerk.min.Z \\\n", "0 -0.985 -0.993 -0.967 \n", "1 -0.990 -0.994 -0.995 \n", "2 -0.996 -0.981 -0.992 \n", "3 -0.994 -0.989 -0.984 \n", "4 -1.000 -0.996 -0.970 \n", "5 -0.998 -0.995 -0.997 \n", "6 -0.998 -0.990 -0.997 \n", "7 -0.998 -1.000 -0.967 \n", "8 -0.908 -0.991 -0.994 \n", "9 -0.995 -0.987 -0.991 \n", "\n", " fBodyAccJerk.sma fBodyAccJerk.energy.X fBodyAccJerk.energy.Y \\\n", "0 -0.989 -1.000 -1.000 \n", "1 -0.982 -1.000 -0.999 \n", "2 -0.996 -1.000 -1.000 \n", "3 -0.988 -1.000 -1.000 \n", "4 -0.996 -1.000 -1.000 \n", "5 -0.995 -1.000 -1.000 \n", "6 -0.993 -1.000 -1.000 \n", "7 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fBodyAccJerk.kurtosis.Y fBodyAccJerk.skewness.Z \\\n", "0 -0.643 -0.950 -0.420 \n", "1 -0.491 -0.876 -0.704 \n", "2 -0.443 -0.850 -0.426 \n", "3 -0.724 -0.989 -0.546 \n", "4 -0.375 -0.798 -0.628 \n", "5 -0.478 -0.867 -0.818 \n", "6 -0.604 -0.950 -0.576 \n", "7 -0.533 -0.879 -0.623 \n", "8 -0.544 -0.938 -0.468 \n", "9 -0.467 -0.884 -0.309 \n", "\n", " fBodyAccJerk.kurtosis.Z fBodyAccJerk.bandsEnergy.1.8 \\\n", "0 -0.833 -1.000 \n", "1 -0.915 -1.000 \n", "2 -0.761 -1.000 \n", "3 -0.872 -1.000 \n", "4 -0.929 -1.000 \n", "5 -0.973 -1.000 \n", "6 -0.912 -1.000 \n", "7 -0.890 -1.000 \n", "8 -0.846 -0.997 \n", "9 -0.715 -0.995 \n", "\n", " fBodyAccJerk.bandsEnergy.9.16 fBodyAccJerk.bandsEnergy.17.24 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.995 -0.991 \n", "9 -0.994 -0.983 \n", "\n", " fBodyAccJerk.bandsEnergy.25.32 fBodyAccJerk.bandsEnergy.33.40 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.996 -0.993 \n", "9 -0.995 -0.991 \n", "\n", " fBodyAccJerk.bandsEnergy.41.48 fBodyAccJerk.bandsEnergy.49.56 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.992 -0.998 \n", "9 -0.993 -0.996 \n", "\n", " fBodyAccJerk.bandsEnergy.57.64 fBodyAccJerk.bandsEnergy.1.16 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.995 -0.995 \n", "9 -1.000 -0.994 \n", "\n", " fBodyAccJerk.bandsEnergy.17.32 fBodyAccJerk.bandsEnergy.33.48 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.991 -0.992 \n", "9 -0.984 -0.991 \n", "\n", " fBodyAccJerk.bandsEnergy.49.64 fBodyAccJerk.bandsEnergy.1.24 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.997 -0.993 \n", "9 -0.997 -0.989 \n", "\n", " fBodyAccJerk.bandsEnergy.25.48 fBodyAccJerk.bandsEnergy.1.8.1 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.992 -0.987 \n", "9 -0.990 -0.984 \n", "\n", " fBodyAccJerk.bandsEnergy.9.16.1 fBodyAccJerk.bandsEnergy.17.24.1 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -0.999 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.990 -0.989 \n", "9 -0.988 -0.987 \n", "\n", " fBodyAccJerk.bandsEnergy.25.32.1 fBodyAccJerk.bandsEnergy.33.40.1 \\\n", "0 -1.000 -1.000 \n", "1 -0.999 -0.999 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -0.999 \n", "7 -1.000 -1.000 \n", "8 -0.998 -0.993 \n", "9 -0.997 -0.992 \n", "\n", " fBodyAccJerk.bandsEnergy.41.48.1 fBodyAccJerk.bandsEnergy.49.56.1 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -0.999 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.991 -0.999 \n", "9 -0.989 -0.998 \n", "\n", " fBodyAccJerk.bandsEnergy.57.64.1 fBodyAccJerk.bandsEnergy.1.16.1 \\\n", "0 -1.0 -1.000 \n", "1 -1.0 -1.000 \n", "2 -1.0 -1.000 \n", "3 -1.0 -1.000 \n", "4 -1.0 -1.000 \n", "5 -1.0 -1.000 \n", "6 -1.0 -1.000 \n", "7 -1.0 -1.000 \n", "8 -1.0 -0.987 \n", "9 -1.0 -0.985 \n", "\n", " fBodyAccJerk.bandsEnergy.17.32.1 fBodyAccJerk.bandsEnergy.33.48.1 \\\n", "0 -1.000 -1.000 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fBodyAccJerk.bandsEnergy.17.32.2 fBodyAccJerk.bandsEnergy.33.48.2 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.999 -0.998 \n", "9 -0.998 -0.997 \n", "\n", " fBodyAccJerk.bandsEnergy.49.64.2 fBodyAccJerk.bandsEnergy.1.24.2 \\\n", "0 -0.999 -1.000 \n", "1 -0.999 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -0.999 -1.000 \n", "7 -0.999 -1.000 \n", "8 -0.999 -0.991 \n", "9 -0.998 -0.988 \n", "\n", " fBodyAccJerk.bandsEnergy.25.48.2 fBodyGyro.mean.X fBodyGyro.mean.Y \\\n", "0 -1.000 -0.986 -0.990 \n", "1 -1.000 -0.982 -0.988 \n", "2 -1.000 -0.996 -0.997 \n", "3 -1.000 -0.972 -0.950 \n", "4 -1.000 -0.995 -0.998 \n", "5 -1.000 -0.997 -0.998 \n", "6 -1.000 -0.996 -0.998 \n", "7 -1.000 -0.998 -0.998 \n", "8 -0.999 -0.749 -0.697 \n", "9 -0.998 -0.774 -0.687 \n", "\n", " fBodyGyro.mean.Z 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\\\n", "0 -0.3070 -0.346 -0.0792 \n", "1 -0.2800 -0.051 0.0988 \n", "2 0.2690 0.154 0.1550 \n", "3 -0.0191 -0.181 0.0326 \n", "4 0.0479 -0.194 0.0733 \n", "5 0.2450 0.041 0.5380 \n", "6 0.1730 0.176 0.5190 \n", "7 0.2020 0.150 0.4680 \n", "8 -0.3830 -0.944 -0.5700 \n", "9 -0.7490 -0.929 -0.7890 \n", "\n", " fBodyGyro.skewness.X fBodyGyro.kurtosis.X fBodyGyro.skewness.Y \\\n", "0 -0.40600 -0.755 -0.3000 \n", "1 -0.43000 -0.785 -0.4850 \n", "2 -0.58700 -0.852 -0.4180 \n", "3 -0.11900 -0.486 0.0572 \n", "4 -0.13500 -0.453 -0.0701 \n", "5 -0.24600 -0.535 -0.2440 \n", "6 -0.68900 -0.907 -0.6790 \n", "7 -0.60400 -0.848 -0.5840 \n", "8 0.00228 -0.434 -0.0036 \n", "9 0.07300 -0.365 0.0133 \n", "\n", " fBodyGyro.kurtosis.Y fBodyGyro.skewness.Z fBodyGyro.kurtosis.Z \\\n", "0 -0.729 -0.3690 -0.7500 \n", "1 -0.851 -0.5840 -0.8980 \n", "2 -0.751 -0.5650 -0.8500 \n", "3 -0.359 0.0192 -0.3660 \n", "4 -0.399 0.1640 -0.0595 \n", "5 -0.570 -0.8420 -0.9740 \n", "6 -0.942 -0.7140 -0.9160 \n", "7 -0.891 -0.4980 -0.7840 \n", "8 -0.510 -0.1030 -0.5470 \n", "9 -0.486 0.2150 -0.1930 \n", "\n", " fBodyGyro.bandsEnergy.1.8 fBodyGyro.bandsEnergy.9.16 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.961 -0.995 \n", "9 -0.958 -0.996 \n", "\n", " fBodyGyro.bandsEnergy.17.24 fBodyGyro.bandsEnergy.25.32 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.997 -0.997 \n", "9 -0.995 -0.999 \n", "\n", " fBodyGyro.bandsEnergy.33.40 fBodyGyro.bandsEnergy.41.48 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.993 -0.991 \n", "9 -0.999 -0.998 \n", "\n", " fBodyGyro.bandsEnergy.49.56 fBodyGyro.bandsEnergy.57.64 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.987 -0.988 \n", "9 -0.998 -1.000 \n", "\n", " fBodyGyro.bandsEnergy.1.16 fBodyGyro.bandsEnergy.17.32 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.963 -0.996 \n", "9 -0.960 -0.996 \n", "\n", " fBodyGyro.bandsEnergy.33.48 fBodyGyro.bandsEnergy.49.64 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.992 -0.987 \n", "9 -0.998 -0.999 \n", "\n", " fBodyGyro.bandsEnergy.1.24 fBodyGyro.bandsEnergy.25.48 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.963 -0.995 \n", "9 -0.960 -0.999 \n", "\n", " fBodyGyro.bandsEnergy.1.8.1 fBodyGyro.bandsEnergy.9.16.1 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -0.997 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.782 -0.995 \n", "9 -0.774 -0.995 \n", "\n", " fBodyGyro.bandsEnergy.17.24.1 fBodyGyro.bandsEnergy.25.32.1 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.996 -0.999 \n", "9 -0.996 -0.999 \n", "\n", " fBodyGyro.bandsEnergy.33.40.1 fBodyGyro.bandsEnergy.41.48.1 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -0.999 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.999 -0.998 \n", "9 -0.998 -0.998 \n", "\n", " fBodyGyro.bandsEnergy.49.56.1 fBodyGyro.bandsEnergy.57.64.1 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -0.998 -0.997 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.997 -0.997 \n", "9 -0.996 -0.999 \n", "\n", " fBodyGyro.bandsEnergy.1.16.1 fBodyGyro.bandsEnergy.17.32.1 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -0.998 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.850 -0.996 \n", "9 -0.844 -0.996 \n", "\n", " fBodyGyro.bandsEnergy.33.48.1 fBodyGyro.bandsEnergy.49.64.1 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -1.000 -0.997 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.998 -0.997 \n", "9 -0.998 -0.997 \n", "\n", " fBodyGyro.bandsEnergy.1.24.1 fBodyGyro.bandsEnergy.25.48.1 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -0.998 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.859 -0.999 \n", "9 -0.853 -0.999 \n", "\n", " fBodyGyro.bandsEnergy.1.8.2 fBodyGyro.bandsEnergy.9.16.2 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -0.996 -1.000 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.905 -0.991 \n", "9 -0.874 -0.994 \n", "\n", " fBodyGyro.bandsEnergy.17.24.2 fBodyGyro.bandsEnergy.25.32.2 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -0.999 -0.999 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.994 -0.998 \n", "9 -0.995 -0.999 \n", "\n", " fBodyGyro.bandsEnergy.33.40.2 fBodyGyro.bandsEnergy.41.48.2 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -0.999 -0.998 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.998 -0.993 \n", "9 -0.999 -0.998 \n", "\n", " fBodyGyro.bandsEnergy.49.56.2 fBodyGyro.bandsEnergy.57.64.2 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -0.994 -0.993 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.987 -0.986 \n", "9 -0.997 -1.000 \n", "\n", " fBodyGyro.bandsEnergy.1.16.2 fBodyGyro.bandsEnergy.17.32.2 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -0.996 -0.999 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.906 -0.993 \n", "9 -0.878 -0.995 \n", "\n", " fBodyGyro.bandsEnergy.33.48.2 fBodyGyro.bandsEnergy.49.64.2 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -0.998 -0.994 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.996 -0.987 \n", "9 -0.999 -0.998 \n", "\n", " fBodyGyro.bandsEnergy.1.24.2 fBodyGyro.bandsEnergy.25.48.2 \\\n", "0 -1.000 -1.000 \n", "1 -1.000 -1.000 \n", "2 -1.000 -1.000 \n", "3 -0.996 -0.999 \n", "4 -1.000 -1.000 \n", "5 -1.000 -1.000 \n", "6 -1.000 -1.000 \n", "7 -1.000 -1.000 \n", "8 -0.906 -0.997 \n", "9 -0.878 -0.999 \n", "\n", " fBodyAccMag.mean fBodyAccMag.std fBodyAccMag.mad fBodyAccMag.max \\\n", "0 -0.982 -0.985 -0.982 -0.989 \n", "1 -0.986 -0.987 -0.987 -0.989 \n", "2 -0.998 -0.998 -0.998 -0.999 \n", "3 -0.904 -0.836 -0.884 -0.833 \n", "4 -1.000 -0.997 -0.997 -0.998 \n", "5 -0.997 -0.998 -0.997 -0.999 \n", "6 -0.997 -0.998 -0.996 -0.998 \n", "7 -0.995 -0.998 -0.996 -0.998 \n", "8 -0.613 -0.534 -0.570 -0.580 \n", "9 -0.682 -0.488 -0.566 -0.537 \n", "\n", " fBodyAccMag.min fBodyAccMag.sma fBodyAccMag.energy fBodyAccMag.iqr \\\n", "0 -0.975 -0.982 -1.000 -0.990 \n", "1 -0.986 -0.986 -1.000 -0.992 \n", "2 -0.995 -0.998 -1.000 -0.997 \n", "3 -0.923 -0.904 -0.986 -0.971 \n", "4 -0.993 -1.000 -1.000 -0.999 \n", "5 -0.989 -0.997 -1.000 -0.998 \n", "6 -0.992 -0.997 -1.000 -0.994 \n", "7 -0.985 -0.995 -1.000 -0.995 \n", "8 -0.800 -0.613 -0.875 -0.835 \n", "9 -0.899 -0.682 -0.866 -0.859 \n", "\n", " fBodyAccMag.entropy fBodyAccMag.maxInds fBodyAccMag.meanFreq \\\n", "0 -0.8440 -1.000 0.220 \n", "1 -0.9070 -1.000 0.381 \n", "2 -1.0000 0.103 0.647 \n", "3 -0.5380 -1.000 -0.322 \n", "4 -1.0000 0.448 0.660 \n", "5 -1.0000 -0.241 0.665 \n", "6 -1.0000 -0.862 0.684 \n", "7 -1.0000 -0.931 0.609 \n", "8 -0.0625 -1.000 -0.243 \n", "9 -0.0632 -1.000 -0.597 \n", "\n", " fBodyAccMag.skewness fBodyAccMag.kurtosis fBodyBodyAccJerkMag.mean \\\n", "0 -0.473 -0.7840 -0.988 \n", "1 -0.321 -0.6500 -0.985 \n", "2 -0.795 -0.9530 -0.996 \n", "3 0.599 0.4320 -0.989 \n", "4 -0.577 -0.8610 -0.999 \n", "5 -0.833 -0.9650 -0.998 \n", "6 -0.852 -0.9470 -0.994 \n", "7 -0.795 -0.9400 -0.994 \n", "8 0.143 -0.1690 -0.860 \n", "9 0.234 -0.0741 -0.851 \n", "\n", " fBodyBodyAccJerkMag.std fBodyBodyAccJerkMag.mad fBodyBodyAccJerkMag.max \\\n", "0 -0.991 -0.988 -0.994 \n", "1 -0.987 -0.983 -0.988 \n", "2 -0.995 -0.994 -0.995 \n", "3 -0.988 -0.984 -0.990 \n", "4 -1.000 -0.999 -0.999 \n", "5 -0.995 -0.994 -0.996 \n", "6 -0.993 -0.993 -0.993 \n", "7 -0.993 -0.989 -0.995 \n", "8 -0.769 -0.837 -0.757 \n", "9 -0.823 -0.858 -0.812 \n", "\n", " fBodyBodyAccJerkMag.min fBodyBodyAccJerkMag.sma \\\n", "0 -0.976 -0.988 \n", "1 -0.996 -0.985 \n", "2 -0.991 -0.996 \n", "3 -0.998 -0.989 \n", "4 -0.992 -0.999 \n", "5 -0.988 -0.998 \n", "6 -0.990 -0.994 \n", "7 -0.996 -0.994 \n", "8 -0.945 -0.860 \n", "9 -0.870 -0.851 \n", "\n", " fBodyBodyAccJerkMag.energy fBodyBodyAccJerkMag.iqr \\\n", "0 -1.000 -0.991 \n", "1 -1.000 -0.984 \n", "2 -1.000 -0.994 \n", "3 -1.000 -0.984 \n", "4 -1.000 -0.998 \n", "5 -1.000 -0.996 \n", "6 -1.000 -0.996 \n", "7 -1.000 -0.987 \n", "8 -0.981 -0.908 \n", "9 -0.985 -0.911 \n", "\n", " fBodyBodyAccJerkMag.entropy fBodyBodyAccJerkMag.maxInds \\\n", "0 -1.000 -0.905 \n", "1 -1.000 -1.000 \n", "2 -1.000 -0.905 \n", "3 -1.000 -1.000 \n", "4 -1.000 -0.556 \n", "5 -1.000 -0.810 \n", "6 -1.000 -0.968 \n", "7 -1.000 -1.000 \n", "8 -0.414 -1.000 \n", "9 -0.393 -1.000 \n", "\n", " fBodyBodyAccJerkMag.meanFreq fBodyBodyAccJerkMag.skewness \\\n", "0 0.290 -0.669 \n", "1 0.502 -0.517 \n", "2 0.530 -0.606 \n", "3 0.169 -0.522 \n", "4 0.608 -0.771 \n", "5 0.285 -0.485 \n", "6 0.377 -0.396 \n", "7 0.362 -0.682 \n", "8 -0.122 0.739 \n", "9 0.109 0.557 \n", "\n", " fBodyBodyAccJerkMag.kurtosis fBodyBodyGyroMag.mean fBodyBodyGyroMag.std \\\n", "0 -0.933 -0.988 -0.985 \n", "1 -0.786 -0.983 -0.981 \n", "2 -0.869 -0.999 -0.998 \n", "3 -0.818 -0.911 -0.884 \n", "4 -0.926 -0.997 -0.995 \n", "5 -0.840 -0.999 -0.999 \n", "6 -0.779 -0.999 -0.999 \n", "7 -0.928 -0.998 -0.998 \n", "8 0.511 -0.604 -0.220 \n", "9 0.305 -0.652 -0.312 \n", "\n", " fBodyBodyGyroMag.mad fBodyBodyGyroMag.max fBodyBodyGyroMag.min \\\n", "0 -0.984 -0.985 -0.995 \n", "1 -0.982 -0.979 -0.987 \n", "2 -0.998 -0.999 -0.998 \n", "3 -0.898 -0.880 -0.847 \n", "4 -0.996 -0.992 -0.999 \n", "5 -0.999 -0.999 -0.999 \n", "6 -0.998 -0.999 -0.997 \n", "7 -0.998 -0.997 -0.996 \n", "8 -0.408 -0.106 -0.860 \n", "9 -0.451 -0.209 -0.986 \n", "\n", " fBodyBodyGyroMag.sma fBodyBodyGyroMag.energy fBodyBodyGyroMag.iqr \\\n", "0 -0.988 -1.000 -0.989 \n", "1 -0.983 -1.000 -0.981 \n", "2 -0.999 -1.000 -0.996 \n", "3 -0.911 -0.993 -0.956 \n", "4 -0.997 -1.000 -0.997 \n", "5 -0.999 -1.000 -0.999 \n", "6 -0.999 -1.000 -0.998 \n", "7 -0.998 -1.000 -0.998 \n", "8 -0.604 -0.733 -0.760 \n", "9 -0.652 -0.792 -0.704 \n", "\n", " fBodyBodyGyroMag.entropy fBodyBodyGyroMag.maxInds \\\n", "0 -0.736 -1.000 \n", "1 -0.641 -1.000 \n", "2 -1.000 -0.949 \n", "3 -0.387 -1.000 \n", "4 -0.956 -1.000 \n", "5 -1.000 -0.897 \n", "6 -1.000 -0.949 \n", "7 -0.956 -1.000 \n", "8 0.120 -1.000 \n", "9 0.203 -1.000 \n", "\n", " fBodyBodyGyroMag.meanFreq fBodyBodyGyroMag.skewness \\\n", "0 -0.2570 -0.32200 \n", "1 -0.0472 0.00787 \n", "2 0.3250 -0.75900 \n", "3 -0.1730 0.07620 \n", "4 -0.0567 0.20700 \n", "5 0.4800 -0.62800 \n", "6 0.3450 -0.70600 \n", "7 0.3530 -0.36300 \n", "8 -0.6180 0.43800 \n", "9 -0.7220 0.41100 \n", "\n", " fBodyBodyGyroMag.kurtosis fBodyBodyGyroJerkMag.mean \\\n", "0 -0.6580 -0.996 \n", "1 -0.2840 -0.991 \n", "2 -0.9420 -0.999 \n", "3 -0.3040 -0.990 \n", "4 -0.0231 -1.000 \n", "5 -0.8530 -0.999 \n", "6 -0.9180 -0.998 \n", "7 -0.6650 -0.999 \n", "8 0.1700 -0.871 \n", "9 0.1620 -0.872 \n", "\n", " fBodyBodyGyroJerkMag.std fBodyBodyGyroJerkMag.mad \\\n", "0 -0.995 -0.994 \n", "1 -0.989 -0.991 \n", "2 -0.999 -0.999 \n", "3 -0.989 -0.990 \n", "4 -1.000 -1.000 \n", "5 -0.999 -0.999 \n", "6 -0.999 -0.999 \n", "7 -0.999 -0.999 \n", "8 -0.802 -0.842 \n", "9 -0.837 -0.854 \n", "\n", " fBodyBodyGyroJerkMag.max fBodyBodyGyroJerkMag.min \\\n", "0 -0.994 -0.997 \n", "1 -0.987 -0.980 \n", "2 -0.999 -0.995 \n", "3 -0.987 -0.999 \n", "4 -1.000 -0.998 \n", "5 -1.000 -0.996 \n", "6 -0.999 -0.995 \n", "7 -1.000 -0.997 \n", "8 -0.766 -0.926 \n", "9 -0.814 -0.924 \n", "\n", " fBodyBodyGyroJerkMag.sma fBodyBodyGyroJerkMag.energy \\\n", "0 -0.996 -1.000 \n", "1 -0.991 -1.000 \n", "2 -0.999 -1.000 \n", "3 -0.990 -1.000 \n", "4 -1.000 -1.000 \n", "5 -0.999 -1.000 \n", "6 -0.998 -1.000 \n", "7 -0.999 -1.000 \n", "8 -0.871 -0.985 \n", "9 -0.872 -0.989 \n", "\n", " fBodyBodyGyroJerkMag.iqr fBodyBodyGyroJerkMag.entropy \\\n", "0 -0.994 -0.956 \n", "1 -0.992 -0.923 \n", "2 -0.999 -1.000 \n", "3 -0.992 -0.923 \n", "4 -0.999 -1.000 \n", "5 -0.998 -1.000 \n", "6 -0.997 -1.000 \n", "7 -0.998 -1.000 \n", "8 -0.854 -0.182 \n", "9 -0.861 -0.188 \n", "\n", " fBodyBodyGyroJerkMag.maxInds fBodyBodyGyroJerkMag.meanFreq \\\n", "0 -1.000 0.146 \n", "1 -1.000 0.121 \n", "2 -0.968 0.740 \n", "3 -1.000 0.131 \n", "4 -0.810 0.667 \n", "5 -0.810 0.601 \n", "6 -0.937 0.576 \n", "7 -0.937 0.468 \n", "8 -1.000 -0.464 \n", "9 -1.000 -0.255 \n", "\n", " fBodyBodyGyroJerkMag.skewness fBodyBodyGyroJerkMag.kurtosis \\\n", "0 -0.217 -0.5640 \n", "1 0.349 0.0577 \n", "2 -0.564 -0.7660 \n", "3 0.208 -0.0681 \n", "4 -0.942 -0.9660 \n", "5 -0.834 -0.9690 \n", "6 -0.848 -0.9500 \n", "7 -0.910 -0.9870 \n", "8 0.743 0.5970 \n", "9 0.482 0.2560 \n", "\n", " angle.tBodyAccMean.gravity angle.tBodyAccJerkMean.gravityMean \\\n", "0 -0.21300 -0.2310 \n", "1 0.08070 0.5960 \n", "2 0.10600 -0.0903 \n", "3 0.06230 -0.0587 \n", "4 0.24500 0.1030 \n", "5 0.16100 0.1980 \n", "6 -0.00232 0.1500 \n", "7 -0.54300 -0.2500 \n", "8 0.17900 0.0776 \n", "9 0.11500 0.1140 \n", "\n", " angle.tBodyGyroMean.gravityMean angle.tBodyGyroJerkMean.gravityMean \\\n", "0 0.01460 -0.19000 \n", "1 -0.47600 0.11600 \n", "2 -0.13200 0.49900 \n", "3 0.03120 -0.26900 \n", "4 0.06610 -0.41200 \n", "5 0.25800 -0.38100 \n", "6 0.14200 -0.85400 \n", "7 0.00699 -0.23500 \n", "8 0.05630 -0.31700 \n", "9 -0.07080 -0.00146 \n", "\n", " angle.X.gravityMean angle.Y.gravityMean angle.Z.gravityMean \n", "0 -0.852 0.1820 -0.0430 \n", "1 -0.852 0.1880 -0.0347 \n", "2 -0.850 0.1890 -0.0351 \n", "3 -0.731 0.2830 0.0364 \n", "4 -0.761 0.2630 0.0296 \n", "5 -0.761 0.2630 0.0303 \n", "6 -0.762 0.2620 0.0300 \n", "7 -0.759 0.2640 0.0305 \n", "8 -0.583 -0.0208 -0.2550 \n", "9 -0.553 -0.0535 -0.2600 \n", "\n", "[10 rows x 562 columns]" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "\n", "data = pd.read_csv('./train.csv', sep=',')\n", "\n", "data = data.drop(columns=\"rn\")\n", "\n", "pd.set_option('display.max_columns', 500) # Make sure we can see all of the columns\n", "pd.set_option('display.max_rows', 50) # Keep the output on one page\n", "data[:10] # Show the first 10 lines\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Split\n", "Vamos a guardarnos un 5% del dataset para hacer inferencias sobre el modelo final.\n", "El 95% lo vamos a subir a un bucket S3 para que Autopilot pueda trabajar sobre el." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "train_data, test_data, _ = np.split(data.sample(frac=1, random_state=123), \n", " [int(0.95 * len(data)), int(len(data))]) \n", "\n", "# Save to CSV files\n", "train_data.to_csv('had-autopilot-train.csv', index=False, header=True, sep=',') # Need to keep column names\n", "test_data.to_csv('had-autopilot-test.csv', index=False, header=True, sep=',')" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-rw-r--r-- 1 root root 984094 Mar 1 14:52 had-autopilot-test.csv\n", "-rw-r--r-- 1 root root 18297797 Mar 1 14:52 had-autopilot-train.csv\n", "-rw-r--r-- 1 root root 12859056 Mar 1 14:52 train.csv\n" ] } ], "source": [ "%%sh\n", "\n", "ls -l *.csv" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Upload a Amazon S3" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "import sagemaker\n", "\n", "prefix = 'sagemaker/DEMO-autopilot-had-dataset/input'\n", "sess = sagemaker.Session()\n", "\n", "uri = sess.upload_data(path=\"had-autopilot-train.csv\", key_prefix=prefix)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Iniciar el Autopilot en \"Create Experiment\"\n", "Con los siguientes datos:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1. Experiment Name:\n", "[Por ejemplo] Autopilot-HAC-DEMO\n", "\n", "2. S3 location of input data: \n", "s3://sagemaker-us-east-2-XXXXXXXXXXXX/sagemaker/DEMO-autopilot-had-dataset/input/had-autopilot-train.csv\n", "\n", "3. Target attribute name:\n", "activity\n", "\n", "4. S3 location for output data: \n", "s3://sagemaker-us-east-2-XXXXXXXXXXXX/sagemaker/DEMO-autopilot-had-dataset/output\n" ] } ], "source": [ "print(\"1. Experiment Name:\")\n", "print(\"[Por ejemplo] Autopilot-HAC-DEMO\")\n", "print(\"\\n2. S3 location of input data: \")\n", "print(uri)\n", "print(\"\\n3. Target attribute name:\")\n", "print(\"activity\")\n", "print(\"\\n4. S3 location for output data: \")\n", "print(\"s3://sagemaker-us-east-2-XXXXXXXXXXXX/sagemaker/DEMO-autopilot-had-dataset/output\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (Data Science)", "language": "python", "name": "python3__SAGEMAKER_INTERNAL__arn:aws:sagemaker:us-east-2:429704687514:environment/datascience" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 4 }