cleaning.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "7f1d066a",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "df = pd.read_csv('data/final_train.csv')\n",
    "pd.set_option('display.max_columns', None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "ac002265",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(11086, 573)"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "616a0532",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>Activity</th>\n",
       "      <th>angle(X,gravityMean)</th>\n",
       "      <th>angle(Y,gravityMean)</th>\n",
       "      <th>angle(Z,gravityMean)</th>\n",
       "      <th>angle(tBodyAccJerkMean),gravityMean)</th>\n",
       "      <th>angle(tBodyAccMean,gravity)</th>\n",
       "      <th>angle(tBodyGyroJerkMean,gravityMean)</th>\n",
       "      <th>angle(tBodyGyroMean,gravityMean)</th>\n",
       "      <th>energy-mean()</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-1,16</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-1,16.1</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-1,16.2</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-1,24</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-1,24.1</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-1,24.2</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-1,8</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-1,8.1</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-1,8.2</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-17,24</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-17,24.1</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-17,24.2</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-17,32</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-17,32.1</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-17,32.2</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-25,32</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-25,32.1</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-25,32.2</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-25,48</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-25,48.1</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-25,48.2</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-33,40</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-33,40.1</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-33,40.2</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-33,48</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-33,48.1</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-33,48.2</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-41,48</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-41,48.1</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-41,48.2</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-49,56</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-49,56.1</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-49,56.2</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-49,64</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-49,64.1</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-49,64.2</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-57,64</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-57,64.1</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-57,64.2</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-9,16</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-9,16.1</th>\n",
       "      <th>fBodyAcc-bandsEnergy()-9,16.2</th>\n",
       "      <th>fBodyAcc-energy()-X</th>\n",
       "      <th>fBodyAcc-energy()-Y</th>\n",
       "      <th>fBodyAcc-energy()-Z</th>\n",
       "      <th>fBodyAcc-entropy()-X</th>\n",
       "      <th>fBodyAcc-entropy()-Y</th>\n",
       "      <th>fBodyAcc-entropy()-Z</th>\n",
       "      <th>fBodyAcc-iqr()-X</th>\n",
       "      <th>fBodyAcc-iqr()-Y</th>\n",
       "      <th>fBodyAcc-iqr()-Z</th>\n",
       "      <th>fBodyAcc-kurtosis()-X</th>\n",
       "      <th>fBodyAcc-kurtosis()-Y</th>\n",
       "      <th>fBodyAcc-kurtosis()-Z</th>\n",
       "      <th>fBodyAcc-mad()-X</th>\n",
       "      <th>fBodyAcc-mad()-Y</th>\n",
       "      <th>fBodyAcc-mad()-Z</th>\n",
       "      <th>fBodyAcc-main()-X</th>\n",
       "      <th>fBodyAcc-main()-Y</th>\n",
       "      <th>fBodyAcc-main()-Z</th>\n",
       "      <th>fBodyAcc-max()-X</th>\n",
       "      <th>fBodyAcc-max()-Y</th>\n",
       "      <th>fBodyAcc-max()-Z</th>\n",
       "      <th>fBodyAcc-maxInds-X</th>\n",
       "      <th>fBodyAcc-maxInds-Y</th>\n",
       "      <th>fBodyAcc-maxInds-Z</th>\n",
       "      <th>fBodyAcc-mean()-X</th>\n",
       "      <th>fBodyAcc-mean()-Y</th>\n",
       "      <th>fBodyAcc-mean()-Z</th>\n",
       "      <th>fBodyAcc-meanFreq()-X</th>\n",
       "      <th>fBodyAcc-meanFreq()-Y</th>\n",
       "      <th>fBodyAcc-meanFreq()-Z</th>\n",
       "      <th>fBodyAcc-min()-X</th>\n",
       "      <th>fBodyAcc-min()-Y</th>\n",
       "      <th>fBodyAcc-min()-Z</th>\n",
       "      <th>fBodyAcc-skewness()-X</th>\n",
       "      <th>fBodyAcc-skewness()-Y</th>\n",
       "      <th>fBodyAcc-skewness()-Z</th>\n",
       "      <th>fBodyAcc-sma()</th>\n",
       "      <th>fBodyAcc-std()-X</th>\n",
       "      <th>fBodyAcc-std()-Y</th>\n",
       "      <th>fBodyAcc-std()-Z</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-1,16</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-1,16.1</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-1,16.2</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-1,24</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-1,24.1</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-1,24.2</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-1,8</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-1,8.1</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-1,8.2</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-17,24</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-17,24.1</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-17,24.2</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-17,32</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-17,32.1</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-17,32.2</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-25,32</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-25,32.1</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-25,32.2</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-25,48</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-25,48.1</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-25,48.2</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-33,40</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-33,40.1</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-33,40.2</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-33,48</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-33,48.1</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-33,48.2</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-41,48</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-41,48.1</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-41,48.2</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-49,56</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-49,56.1</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-49,56.2</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-49,64</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-49,64.1</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-49,64.2</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-57,64</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-57,64.1</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-57,64.2</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-9,16</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-9,16.1</th>\n",
       "      <th>fBodyAccJerk-bandsEnergy()-9,16.2</th>\n",
       "      <th>fBodyAccJerk-energy()-X</th>\n",
       "      <th>fBodyAccJerk-energy()-Y</th>\n",
       "      <th>fBodyAccJerk-energy()-Z</th>\n",
       "      <th>fBodyAccJerk-entropy()-X</th>\n",
       "      <th>fBodyAccJerk-entropy()-Y</th>\n",
       "      <th>fBodyAccJerk-entropy()-Z</th>\n",
       "      <th>fBodyAccJerk-iqr()-X</th>\n",
       "      <th>fBodyAccJerk-iqr()-Y</th>\n",
       "      <th>fBodyAccJerk-iqr()-Z</th>\n",
       "      <th>fBodyAccJerk-kurtosis()-X</th>\n",
       "      <th>fBodyAccJerk-kurtosis()-Y</th>\n",
       "      <th>fBodyAccJerk-kurtosis()-Z</th>\n",
       "      <th>fBodyAccJerk-mad()-X</th>\n",
       "      <th>fBodyAccJerk-mad()-Y</th>\n",
       "      <th>fBodyAccJerk-mad()-Z</th>\n",
       "      <th>fBodyAccJerk-max()-X</th>\n",
       "      <th>fBodyAccJerk-max()-Y</th>\n",
       "      <th>fBodyAccJerk-max()-Z</th>\n",
       "      <th>fBodyAccJerk-maxInds-X</th>\n",
       "      <th>fBodyAccJerk-maxInds-Y</th>\n",
       "      <th>fBodyAccJerk-maxInds-Z</th>\n",
       "      <th>fBodyAccJerk-mean()-X</th>\n",
       "      <th>fBodyAccJerk-mean()-Y</th>\n",
       "      <th>fBodyAccJerk-mean()-Z</th>\n",
       "      <th>fBodyAccJerk-meanFreq()-X</th>\n",
       "      <th>fBodyAccJerk-meanFreq()-Y</th>\n",
       "      <th>fBodyAccJerk-meanFreq()-Z</th>\n",
       "      <th>fBodyAccJerk-min()-X</th>\n",
       "      <th>fBodyAccJerk-min()-Y</th>\n",
       "      <th>fBodyAccJerk-min()-Z</th>\n",
       "      <th>fBodyAccJerk-skewness()-X</th>\n",
       "      <th>fBodyAccJerk-skewness()-Y</th>\n",
       "      <th>fBodyAccJerk-skewness()-Z</th>\n",
       "      <th>fBodyAccJerk-sma()</th>\n",
       "      <th>fBodyAccJerk-std()-X</th>\n",
       "      <th>fBodyAccJerk-std()-Y</th>\n",
       "      <th>fBodyAccJerk-std()-Z</th>\n",
       "      <th>fBodyAccMag-energy()</th>\n",
       "      <th>fBodyAccMag-entropy()</th>\n",
       "      <th>fBodyAccMag-iqr()</th>\n",
       "      <th>fBodyAccMag-kurtosis()</th>\n",
       "      <th>fBodyAccMag-mad()</th>\n",
       "      <th>fBodyAccMag-max()</th>\n",
       "      <th>fBodyAccMag-maxInds</th>\n",
       "      <th>fBodyAccMag-mean()</th>\n",
       "      <th>fBodyAccMag-meanFreq()</th>\n",
       "      <th>fBodyAccMag-min()</th>\n",
       "      <th>fBodyAccMag-skewness()</th>\n",
       "      <th>fBodyAccMag-sma()</th>\n",
       "      <th>fBodyAccMag-std()</th>\n",
       "      <th>fBodyBodyAccJerkMag-energy()</th>\n",
       "      <th>fBodyBodyAccJerkMag-entropy()</th>\n",
       "      <th>fBodyBodyAccJerkMag-iqr()</th>\n",
       "      <th>fBodyBodyAccJerkMag-kurtosis()</th>\n",
       "      <th>fBodyBodyAccJerkMag-mad()</th>\n",
       "      <th>fBodyBodyAccJerkMag-max()</th>\n",
       "      <th>fBodyBodyAccJerkMag-maxInds</th>\n",
       "      <th>fBodyBodyAccJerkMag-mean()</th>\n",
       "      <th>fBodyBodyAccJerkMag-meanFreq()</th>\n",
       "      <th>fBodyBodyAccJerkMag-min()</th>\n",
       "      <th>fBodyBodyAccJerkMag-skewness()</th>\n",
       "      <th>fBodyBodyAccJerkMag-sma()</th>\n",
       "      <th>fBodyBodyAccJerkMag-std()</th>\n",
       "      <th>fBodyBodyGyroJerkMag-energy()</th>\n",
       "      <th>fBodyBodyGyroJerkMag-entropy()</th>\n",
       "      <th>fBodyBodyGyroJerkMag-iqr()</th>\n",
       "      <th>fBodyBodyGyroJerkMag-kurtosis()</th>\n",
       "      <th>fBodyBodyGyroJerkMag-mad()</th>\n",
       "      <th>fBodyBodyGyroJerkMag-max()</th>\n",
       "      <th>fBodyBodyGyroJerkMag-maxInds</th>\n",
       "      <th>fBodyBodyGyroJerkMag-mean()</th>\n",
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       "      <th>fBodyBodyGyroJerkMag-skewness()</th>\n",
       "      <th>fBodyBodyGyroJerkMag-sma()</th>\n",
       "      <th>fBodyBodyGyroJerkMag-std()</th>\n",
       "      <th>fBodyBodyGyroMag-energy()</th>\n",
       "      <th>fBodyBodyGyroMag-entropy()</th>\n",
       "      <th>fBodyBodyGyroMag-iqr()</th>\n",
       "      <th>fBodyBodyGyroMag-kurtosis()</th>\n",
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       "      <th>fBodyBodyGyroMag-max()</th>\n",
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       "      <th>fBodyBodyGyroMag-mean()</th>\n",
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       "      <th>fBodyBodyGyroMag-min()</th>\n",
       "      <th>fBodyBodyGyroMag-skewness()</th>\n",
       "      <th>fBodyBodyGyroMag-sma()</th>\n",
       "      <th>fBodyBodyGyroMag-std()</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-1,16</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-1,16.1</th>\n",
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       "      <th>fBodyGyro-bandsEnergy()-1,8</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-1,8.1</th>\n",
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       "      <th>fBodyGyro-bandsEnergy()-17,32</th>\n",
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       "      <th>fBodyGyro-bandsEnergy()-33,40.2</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-33,48</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-33,48.1</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-33,48.2</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-41,48</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-41,48.1</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-41,48.2</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-49,56</th>\n",
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       "      <th>fBodyGyro-bandsEnergy()-49,56.2</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-49,64</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-49,64.1</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-49,64.2</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-57,64</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-57,64.1</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-57,64.2</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-9,16</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-9,16.1</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-9,16.2</th>\n",
       "      <th>fBodyGyro-energy()-X</th>\n",
       "      <th>fBodyGyro-energy()-Y</th>\n",
       "      <th>fBodyGyro-energy()-Z</th>\n",
       "      <th>fBodyGyro-entropy()-X</th>\n",
       "      <th>fBodyGyro-entropy()-Y</th>\n",
       "      <th>fBodyGyro-entropy()-Z</th>\n",
       "      <th>fBodyGyro-iqr()-X</th>\n",
       "      <th>fBodyGyro-iqr()-Y</th>\n",
       "      <th>fBodyGyro-iqr()-Z</th>\n",
       "      <th>fBodyGyro-kurtosis()-X</th>\n",
       "      <th>fBodyGyro-kurtosis()-Y</th>\n",
       "      <th>fBodyGyro-kurtosis()-Z</th>\n",
       "      <th>fBodyGyro-mad()-X</th>\n",
       "      <th>fBodyGyro-mad()-Y</th>\n",
       "      <th>fBodyGyro-mad()-Z</th>\n",
       "      <th>fBodyGyro-max()-X</th>\n",
       "      <th>fBodyGyro-max()-Y</th>\n",
       "      <th>fBodyGyro-max()-Z</th>\n",
       "      <th>fBodyGyro-maxInds-X</th>\n",
       "      <th>fBodyGyro-maxInds-Y</th>\n",
       "      <th>fBodyGyro-maxInds-Z</th>\n",
       "      <th>fBodyGyro-mean()-X</th>\n",
       "      <th>fBodyGyro-mean()-Y</th>\n",
       "      <th>fBodyGyro-mean()-Z</th>\n",
       "      <th>fBodyGyro-meanFreq()-X</th>\n",
       "      <th>fBodyGyro-meanFreq()-Y</th>\n",
       "      <th>fBodyGyro-meanFreq()-Z</th>\n",
       "      <th>fBodyGyro-min()-X</th>\n",
       "      <th>fBodyGyro-min()-Y</th>\n",
       "      <th>fBodyGyro-min()-Z</th>\n",
       "      <th>fBodyGyro-skewness()-X</th>\n",
       "      <th>fBodyGyro-skewness()-Y</th>\n",
       "      <th>fBodyGyro-skewness()-Z</th>\n",
       "      <th>fBodyGyro-sma()</th>\n",
       "      <th>fBodyGyro-std()-X</th>\n",
       "      <th>fBodyGyro-std()-Y</th>\n",
       "      <th>fBodyGyro-std()-Z</th>\n",
       "      <th>shadow-gravity-angle()</th>\n",
       "      <th>subject</th>\n",
       "      <th>tBodyAcc-arCoeff()-X,1</th>\n",
       "      <th>tBodyAcc-arCoeff()-X,2</th>\n",
       "      <th>tBodyAcc-arCoeff()-X,3</th>\n",
       "      <th>tBodyAcc-arCoeff()-X,4</th>\n",
       "      <th>tBodyAcc-arCoeff()-Y,1</th>\n",
       "      <th>tBodyAcc-arCoeff()-Y,2</th>\n",
       "      <th>tBodyAcc-arCoeff()-Y,3</th>\n",
       "      <th>tBodyAcc-arCoeff()-Y,4</th>\n",
       "      <th>tBodyAcc-arCoeff()-Z,1</th>\n",
       "      <th>tBodyAcc-arCoeff()-Z,2</th>\n",
       "      <th>tBodyAcc-arCoeff()-Z,3</th>\n",
       "      <th>tBodyAcc-arCoeff()-Z,4</th>\n",
       "      <th>tBodyAcc-correlation()-X,Y</th>\n",
       "      <th>tBodyAcc-correlation()-X,Z</th>\n",
       "      <th>tBodyAcc-correlation()-Y,Z</th>\n",
       "      <th>tBodyAcc-energy()-X</th>\n",
       "      <th>tBodyAcc-energy()-Y</th>\n",
       "      <th>tBodyAcc-energy()-Z</th>\n",
       "      <th>tBodyAcc-entropy()-X</th>\n",
       "      <th>tBodyAcc-entropy()-Y</th>\n",
       "      <th>tBodyAcc-entropy()-Z</th>\n",
       "      <th>tBodyAcc-iqr()-X</th>\n",
       "      <th>tBodyAcc-iqr()-Y</th>\n",
       "      <th>tBodyAcc-iqr()-Z</th>\n",
       "      <th>tBodyAcc-mad()-X</th>\n",
       "      <th>tBodyAcc-mad()-Y</th>\n",
       "      <th>tBodyAcc-mad()-Z</th>\n",
       "      <th>tBodyAcc-max()-X</th>\n",
       "      <th>tBodyAcc-max()-Y</th>\n",
       "      <th>tBodyAcc-max()-Z</th>\n",
       "      <th>tBodyAcc-mean()-X</th>\n",
       "      <th>tBodyAcc-mean()-Y</th>\n",
       "      <th>tBodyAcc-mean()-Z</th>\n",
       "      <th>tBodyAcc-min()-X</th>\n",
       "      <th>tBodyAcc-min()-Y</th>\n",
       "      <th>tBodyAcc-min()-Z</th>\n",
       "      <th>tBodyAcc-sma()</th>\n",
       "      <th>tBodyAcc-std()-X</th>\n",
       "      <th>tBodyAcc-std()-Y</th>\n",
       "      <th>tBodyAcc-std()-Z</th>\n",
       "      <th>tBodyAccJerk-arCoeff()-X,1</th>\n",
       "      <th>tBodyAccJerk-arCoeff()-X,2</th>\n",
       "      <th>tBodyAccJerk-arCoeff()-X,3</th>\n",
       "      <th>tBodyAccJerk-arCoeff()-X,4</th>\n",
       "      <th>tBodyAccJerk-arCoeff()-Y,1</th>\n",
       "      <th>tBodyAccJerk-arCoeff()-Y,2</th>\n",
       "      <th>tBodyAccJerk-arCoeff()-Y,3</th>\n",
       "      <th>tBodyAccJerk-arCoeff()-Y,4</th>\n",
       "      <th>tBodyAccJerk-arCoeff()-Z,1</th>\n",
       "      <th>tBodyAccJerk-arCoeff()-Z,2</th>\n",
       "      <th>tBodyAccJerk-arCoeff()-Z,3</th>\n",
       "      <th>tBodyAccJerk-arCoeff()-Z,4</th>\n",
       "      <th>tBodyAccJerk-correlation()-X,Y</th>\n",
       "      <th>tBodyAccJerk-correlation()-X,Z</th>\n",
       "      <th>tBodyAccJerk-correlation()-Y,Z</th>\n",
       "      <th>tBodyAccJerk-energy()-X</th>\n",
       "      <th>tBodyAccJerk-energy()-Y</th>\n",
       "      <th>tBodyAccJerk-energy()-Z</th>\n",
       "      <th>tBodyAccJerk-entropy()-X</th>\n",
       "      <th>tBodyAccJerk-entropy()-Y</th>\n",
       "      <th>tBodyAccJerk-entropy()-Z</th>\n",
       "      <th>tBodyAccJerk-iqr()-X</th>\n",
       "      <th>tBodyAccJerk-iqr()-Y</th>\n",
       "      <th>tBodyAccJerk-iqr()-Z</th>\n",
       "      <th>tBodyAccJerk-mad()-X</th>\n",
       "      <th>tBodyAccJerk-mad()-Y</th>\n",
       "      <th>tBodyAccJerk-mad()-Z</th>\n",
       "      <th>tBodyAccJerk-max()-X</th>\n",
       "      <th>tBodyAccJerk-max()-Y</th>\n",
       "      <th>tBodyAccJerk-max()-Z</th>\n",
       "      <th>tBodyAccJerk-mean()-X</th>\n",
       "      <th>tBodyAccJerk-mean()-Y</th>\n",
       "      <th>tBodyAccJerk-mean()-Z</th>\n",
       "      <th>tBodyAccJerk-min()-X</th>\n",
       "      <th>tBodyAccJerk-min()-Y</th>\n",
       "      <th>tBodyAccJerk-min()-Z</th>\n",
       "      <th>tBodyAccJerk-sma()</th>\n",
       "      <th>tBodyAccJerk-std()-X</th>\n",
       "      <th>tBodyAccJerk-std()-Y</th>\n",
       "      <th>tBodyAccJerk-std()-Z</th>\n",
       "      <th>tBodyAccJerkMag-arCoeff()1</th>\n",
       "      <th>tBodyAccJerkMag-arCoeff()2</th>\n",
       "      <th>tBodyAccJerkMag-arCoeff()3</th>\n",
       "      <th>tBodyAccJerkMag-arCoeff()4</th>\n",
       "      <th>tBodyAccJerkMag-energy()</th>\n",
       "      <th>tBodyAccJerkMag-entropy()</th>\n",
       "      <th>tBodyAccJerkMag-iqr()</th>\n",
       "      <th>tBodyAccJerkMag-mad()</th>\n",
       "      <th>tBodyAccJerkMag-max()</th>\n",
       "      <th>tBodyAccJerkMag-mean()</th>\n",
       "      <th>tBodyAccJerkMag-min()</th>\n",
       "      <th>tBodyAccJerkMag-sma()</th>\n",
       "      <th>tBodyAccJerkMag-std()</th>\n",
       "      <th>tBodyAccMag-arCoeff()1</th>\n",
       "      <th>tBodyAccMag-arCoeff()2</th>\n",
       "      <th>tBodyAccMag-arCoeff()3</th>\n",
       "      <th>tBodyAccMag-arCoeff()4</th>\n",
       "      <th>tBodyAccMag-energy()</th>\n",
       "      <th>tBodyAccMag-entropy()</th>\n",
       "      <th>tBodyAccMag-iqr()</th>\n",
       "      <th>tBodyAccMag-mad()</th>\n",
       "      <th>tBodyAccMag-max()</th>\n",
       "      <th>tBodyAccMag-mean()</th>\n",
       "      <th>tBodyAccMag-min()</th>\n",
       "      <th>tBodyAccMag-sma()</th>\n",
       "      <th>tBodyAccMag-std()</th>\n",
       "      <th>tBodyGyro-arCoeff()-X,1</th>\n",
       "      <th>tBodyGyro-arCoeff()-X,2</th>\n",
       "      <th>tBodyGyro-arCoeff()-X,3</th>\n",
       "      <th>tBodyGyro-arCoeff()-X,4</th>\n",
       "      <th>tBodyGyro-arCoeff()-Y,1</th>\n",
       "      <th>tBodyGyro-arCoeff()-Y,2</th>\n",
       "      <th>tBodyGyro-arCoeff()-Y,3</th>\n",
       "      <th>tBodyGyro-arCoeff()-Y,4</th>\n",
       "      <th>tBodyGyro-arCoeff()-Z,1</th>\n",
       "      <th>tBodyGyro-arCoeff()-Z,2</th>\n",
       "      <th>tBodyGyro-arCoeff()-Z,3</th>\n",
       "      <th>tBodyGyro-arCoeff()-Z,4</th>\n",
       "      <th>tBodyGyro-correlation()-X,Y</th>\n",
       "      <th>tBodyGyro-correlation()-X,Z</th>\n",
       "      <th>tBodyGyro-correlation()-Y,Z</th>\n",
       "      <th>tBodyGyro-energy()-X</th>\n",
       "      <th>tBodyGyro-energy()-Y</th>\n",
       "      <th>tBodyGyro-energy()-Z</th>\n",
       "      <th>tBodyGyro-entropy()-X</th>\n",
       "      <th>tBodyGyro-entropy()-Y</th>\n",
       "      <th>tBodyGyro-entropy()-Z</th>\n",
       "      <th>tBodyGyro-iqr()-X</th>\n",
       "      <th>tBodyGyro-iqr()-Y</th>\n",
       "      <th>tBodyGyro-iqr()-Z</th>\n",
       "      <th>tBodyGyro-low()-X</th>\n",
       "      <th>tBodyGyro-low()-Y</th>\n",
       "      <th>tBodyGyro-low()-Z</th>\n",
       "      <th>tBodyGyro-mad()-X</th>\n",
       "      <th>tBodyGyro-mad()-Y</th>\n",
       "      <th>tBodyGyro-mad()-Z</th>\n",
       "      <th>tBodyGyro-max()-X</th>\n",
       "      <th>tBodyGyro-max()-Y</th>\n",
       "      <th>tBodyGyro-max()-Z</th>\n",
       "      <th>tBodyGyro-mean()-X</th>\n",
       "      <th>tBodyGyro-mean()-Y</th>\n",
       "      <th>tBodyGyro-mean()-Z</th>\n",
       "      <th>tBodyGyro-min()-X</th>\n",
       "      <th>tBodyGyro-min()-Y</th>\n",
       "      <th>tBodyGyro-min()-Z</th>\n",
       "      <th>tBodyGyro-sma()</th>\n",
       "      <th>tBodyGyro-std()-X</th>\n",
       "      <th>tBodyGyro-std()-Y</th>\n",
       "      <th>tBodyGyro-std()-Z</th>\n",
       "      <th>tBodyGyroJerk-arCoeff()-X,1</th>\n",
       "      <th>tBodyGyroJerk-arCoeff()-X,2</th>\n",
       "      <th>tBodyGyroJerk-arCoeff()-X,3</th>\n",
       "      <th>tBodyGyroJerk-arCoeff()-X,4</th>\n",
       "      <th>tBodyGyroJerk-arCoeff()-Y,1</th>\n",
       "      <th>tBodyGyroJerk-arCoeff()-Y,2</th>\n",
       "      <th>tBodyGyroJerk-arCoeff()-Y,3</th>\n",
       "      <th>tBodyGyroJerk-arCoeff()-Y,4</th>\n",
       "      <th>tBodyGyroJerk-arCoeff()-Z,1</th>\n",
       "      <th>tBodyGyroJerk-arCoeff()-Z,2</th>\n",
       "      <th>tBodyGyroJerk-arCoeff()-Z,3</th>\n",
       "      <th>tBodyGyroJerk-arCoeff()-Z,4</th>\n",
       "      <th>tBodyGyroJerk-correlation()-X,Y</th>\n",
       "      <th>tBodyGyroJerk-correlation()-X,Z</th>\n",
       "      <th>tBodyGyroJerk-correlation()-Y,Z</th>\n",
       "      <th>tBodyGyroJerk-energy()-X</th>\n",
       "      <th>tBodyGyroJerk-energy()-Y</th>\n",
       "      <th>tBodyGyroJerk-energy()-Z</th>\n",
       "      <th>tBodyGyroJerk-entropy()-X</th>\n",
       "      <th>tBodyGyroJerk-entropy()-Y</th>\n",
       "      <th>tBodyGyroJerk-entropy()-Z</th>\n",
       "      <th>tBodyGyroJerk-iqr()-X</th>\n",
       "      <th>tBodyGyroJerk-iqr()-Y</th>\n",
       "      <th>tBodyGyroJerk-iqr()-Z</th>\n",
       "      <th>tBodyGyroJerk-mad()-X</th>\n",
       "      <th>tBodyGyroJerk-mad()-Y</th>\n",
       "      <th>tBodyGyroJerk-mad()-Z</th>\n",
       "      <th>tBodyGyroJerk-max()-X</th>\n",
       "      <th>tBodyGyroJerk-max()-Y</th>\n",
       "      <th>tBodyGyroJerk-max()-Z</th>\n",
       "      <th>tBodyGyroJerk-mean()-X</th>\n",
       "      <th>tBodyGyroJerk-mean()-Y</th>\n",
       "      <th>tBodyGyroJerk-mean()-Z</th>\n",
       "      <th>tBodyGyroJerk-min()-X</th>\n",
       "      <th>tBodyGyroJerk-min()-Y</th>\n",
       "      <th>tBodyGyroJerk-min()-Z</th>\n",
       "      <th>tBodyGyroJerk-sma()</th>\n",
       "      <th>tBodyGyroJerk-std()-X</th>\n",
       "      <th>tBodyGyroJerk-std()-Y</th>\n",
       "      <th>tBodyGyroJerk-std()-Z</th>\n",
       "      <th>tBodyGyroJerkMag-arCoeff()1</th>\n",
       "      <th>tBodyGyroJerkMag-arCoeff()2</th>\n",
       "      <th>tBodyGyroJerkMag-arCoeff()3</th>\n",
       "      <th>tBodyGyroJerkMag-arCoeff()4</th>\n",
       "      <th>tBodyGyroJerkMag-energy()</th>\n",
       "      <th>tBodyGyroJerkMag-entropy()</th>\n",
       "      <th>tBodyGyroJerkMag-iqr()</th>\n",
       "      <th>tBodyGyroJerkMag-mad()</th>\n",
       "      <th>tBodyGyroJerkMag-max()</th>\n",
       "      <th>tBodyGyroJerkMag-mean()</th>\n",
       "      <th>tBodyGyroJerkMag-min()</th>\n",
       "      <th>tBodyGyroJerkMag-sma()</th>\n",
       "      <th>tBodyGyroJerkMag-std()</th>\n",
       "      <th>tBodyGyroMag-arCoeff()1</th>\n",
       "      <th>tBodyGyroMag-arCoeff()2</th>\n",
       "      <th>tBodyGyroMag-arCoeff()3</th>\n",
       "      <th>tBodyGyroMag-arCoeff()4</th>\n",
       "      <th>tBodyGyroMag-energy()</th>\n",
       "      <th>tBodyGyroMag-entropy()</th>\n",
       "      <th>tBodyGyroMag-iqr()</th>\n",
       "      <th>tBodyGyroMag-mad()</th>\n",
       "      <th>tBodyGyroMag-max()</th>\n",
       "      <th>tBodyGyroMag-mean()</th>\n",
       "      <th>tBodyGyroMag-min()</th>\n",
       "      <th>tBodyGyroMag-sma()</th>\n",
       "      <th>tBodyGyroMag-std()</th>\n",
       "      <th>tGravityAcc-arCoeff()-X,1</th>\n",
       "      <th>tGravityAcc-arCoeff()-X,2</th>\n",
       "      <th>tGravityAcc-arCoeff()-X,3</th>\n",
       "      <th>tGravityAcc-arCoeff()-X,4</th>\n",
       "      <th>tGravityAcc-arCoeff()-Y,1</th>\n",
       "      <th>tGravityAcc-arCoeff()-Y,2</th>\n",
       "      <th>tGravityAcc-arCoeff()-Y,3</th>\n",
       "      <th>tGravityAcc-arCoeff()-Y,4</th>\n",
       "      <th>tGravityAcc-arCoeff()-Z,1</th>\n",
       "      <th>tGravityAcc-arCoeff()-Z,2</th>\n",
       "      <th>tGravityAcc-arCoeff()-Z,3</th>\n",
       "      <th>tGravityAcc-arCoeff()-Z,4</th>\n",
       "      <th>tGravityAcc-correlation()-X,Y</th>\n",
       "      <th>tGravityAcc-correlation()-X,Z</th>\n",
       "      <th>tGravityAcc-correlation()-Y,Z</th>\n",
       "      <th>tGravityAcc-energy()-X</th>\n",
       "      <th>tGravityAcc-energy()-Y</th>\n",
       "      <th>tGravityAcc-energy()-Z</th>\n",
       "      <th>tGravityAcc-entropy()-X</th>\n",
       "      <th>tGravityAcc-entropy()-Y</th>\n",
       "      <th>tGravityAcc-entropy()-Z</th>\n",
       "      <th>tGravityAcc-iqr()-X</th>\n",
       "      <th>tGravityAcc-iqr()-Y</th>\n",
       "      <th>tGravityAcc-iqr()-Z</th>\n",
       "      <th>tGravityAcc-mad()-X</th>\n",
       "      <th>tGravityAcc-mad()-Y</th>\n",
       "      <th>tGravityAcc-mad()-Z</th>\n",
       "      <th>tGravityAcc-max()-X</th>\n",
       "      <th>tGravityAcc-max()-Y</th>\n",
       "      <th>tGravityAcc-max()-Z</th>\n",
       "      <th>tGravityAcc-mean()-X</th>\n",
       "      <th>tGravityAcc-mean()-Y</th>\n",
       "      <th>tGravityAcc-mean()-Z</th>\n",
       "      <th>tGravityAcc-min()-X</th>\n",
       "      <th>tGravityAcc-min()-Y</th>\n",
       "      <th>tGravityAcc-min()-Z</th>\n",
       "      <th>tGravityAcc-sma()</th>\n",
       "      <th>tGravityAcc-std()-X</th>\n",
       "      <th>tGravityAcc-std()-Y</th>\n",
       "      <th>tGravityAcc-std()-Z</th>\n",
       "      <th>tGravityAccMag-arCoeff()1</th>\n",
       "      <th>tGravityAccMag-arCoeff()2</th>\n",
       "      <th>tGravityAccMag-arCoeff()3</th>\n",
       "      <th>tGravityAccMag-arCoeff()4</th>\n",
       "      <th>tGravityAccMag-energy()</th>\n",
       "      <th>tGravityAccMag-entropy()</th>\n",
       "      <th>tGravityAccMag-iqr()</th>\n",
       "      <th>tGravityAccMag-mad()</th>\n",
       "      <th>tGravityAccMag-max()</th>\n",
       "      <th>tGravityAccMag-mean()</th>\n",
       "      <th>tGravityAccMag-min()</th>\n",
       "      <th>tGravityAccMag-sma()</th>\n",
       "      <th>tGravityAccMag-std()</th>\n",
       "      <th>void()</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2331</th>\n",
       "      <td>2331</td>\n",
       "      <td>WALKING_DOWNSTAIRS</td>\n",
       "      <td>-1.573357</td>\n",
       "      <td>-0.811134</td>\n",
       "      <td>-2.447201</td>\n",
       "      <td>-1.992087</td>\n",
       "      <td>0.640254</td>\n",
       "      <td>1.332653</td>\n",
       "      <td>2.262235</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-0.039618</td>\n",
       "      <td>5.181462</td>\n",
       "      <td>2.645388</td>\n",
       "      <td>4.868724</td>\n",
       "      <td>0.393927</td>\n",
       "      <td>-1.354456</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.376857</td>\n",
       "      <td>-2.066904</td>\n",
       "      <td>4.990428</td>\n",
       "      <td>3.547675</td>\n",
       "      <td>1.892052</td>\n",
       "      <td>1.571813</td>\n",
       "      <td>-1.994518</td>\n",
       "      <td>0.358694</td>\n",
       "      <td>2.632117</td>\n",
       "      <td>5.784216</td>\n",
       "      <td>2.029372</td>\n",
       "      <td>-1.666788</td>\n",
       "      <td>-5.375599</td>\n",
       "      <td>12.916535</td>\n",
       "      <td>1.695685</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.009899</td>\n",
       "      <td>0.793920</td>\n",
       "      <td>0.633599</td>\n",
       "      <td>1.512047</td>\n",
       "      <td>-3.635563</td>\n",
       "      <td>3.067788</td>\n",
       "      <td>2.538045</td>\n",
       "      <td>-1.230528</td>\n",
       "      <td>3.608001</td>\n",
       "      <td>-1.662761</td>\n",
       "      <td>8.187629</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-5.646778</td>\n",
       "      <td>6.264899</td>\n",
       "      <td>9.446257</td>\n",
       "      <td>0.826804</td>\n",
       "      <td>-1.542662</td>\n",
       "      <td>1.081806</td>\n",
       "      <td>3.213590</td>\n",
       "      <td>0.292307</td>\n",
       "      <td>-6.427883</td>\n",
       "      <td>-3.883391</td>\n",
       "      <td>0.805503</td>\n",
       "      <td>-0.571669</td>\n",
       "      <td>-2.009051</td>\n",
       "      <td>3.885973</td>\n",
       "      <td>2.628911</td>\n",
       "      <td>6.882315</td>\n",
       "      <td>7.824767</td>\n",
       "      <td>-0.404045</td>\n",
       "      <td>1.500106</td>\n",
       "      <td>-3.256244</td>\n",
       "      <td>3.056134</td>\n",
       "      <td>5.720331</td>\n",
       "      <td>2.129236</td>\n",
       "      <td>-2.589727</td>\n",
       "      <td>5.371966</td>\n",
       "      <td>4.442095</td>\n",
       "      <td>0.465704</td>\n",
       "      <td>3.735764</td>\n",
       "      <td>2.182145</td>\n",
       "      <td>0.464380</td>\n",
       "      <td>-7.093368</td>\n",
       "      <td>-0.315479</td>\n",
       "      <td>7.051128</td>\n",
       "      <td>-3.379406</td>\n",
       "      <td>4.022122</td>\n",
       "      <td>-1.923514</td>\n",
       "      <td>-0.091809</td>\n",
       "      <td>2.377712</td>\n",
       "      <td>3.472464</td>\n",
       "      <td>-0.472931</td>\n",
       "      <td>4.557949</td>\n",
       "      <td>6.894118</td>\n",
       "      <td>-1.851297</td>\n",
       "      <td>-1.642310</td>\n",
       "      <td>-3.562687</td>\n",
       "      <td>3.859776</td>\n",
       "      <td>-1.035828</td>\n",
       "      <td>5.134550</td>\n",
       "      <td>1.162540</td>\n",
       "      <td>-2.574839</td>\n",
       "      <td>1.909324</td>\n",
       "      <td>5.813584</td>\n",
       "      <td>3.670607</td>\n",
       "      <td>2.084823</td>\n",
       "      <td>5.171398</td>\n",
       "      <td>5.801655</td>\n",
       "      <td>4.313998</td>\n",
       "      <td>-1.919941</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.939252</td>\n",
       "      <td>-2.223934</td>\n",
       "      <td>2.663102</td>\n",
       "      <td>-0.028420</td>\n",
       "      <td>-3.725699</td>\n",
       "      <td>-1.071492</td>\n",
       "      <td>-5.284463</td>\n",
       "      <td>5.488382</td>\n",
       "      <td>3.905634</td>\n",
       "      <td>6.031152</td>\n",
       "      <td>2.143172</td>\n",
       "      <td>7.971215</td>\n",
       "      <td>-0.070433</td>\n",
       "      <td>-1.777551</td>\n",
       "      <td>6.897263</td>\n",
       "      <td>1.566377</td>\n",
       "      <td>4.243527</td>\n",
       "      <td>2.626306</td>\n",
       "      <td>-1.869348</td>\n",
       "      <td>4.825857</td>\n",
       "      <td>7.578746</td>\n",
       "      <td>0.768310</td>\n",
       "      <td>8.288586</td>\n",
       "      <td>7.383261</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.103611</td>\n",
       "      <td>2.525605</td>\n",
       "      <td>0.754061</td>\n",
       "      <td>-1.046291</td>\n",
       "      <td>2.123899</td>\n",
       "      <td>2.221274</td>\n",
       "      <td>3.669471</td>\n",
       "      <td>2.972285</td>\n",
       "      <td>7.616414</td>\n",
       "      <td>3.099471</td>\n",
       "      <td>-1.431020</td>\n",
       "      <td>-0.831968</td>\n",
       "      <td>-2.999918</td>\n",
       "      <td>6.079134</td>\n",
       "      <td>3.031849</td>\n",
       "      <td>-1.436979</td>\n",
       "      <td>1.752819</td>\n",
       "      <td>0.631027</td>\n",
       "      <td>3.125162</td>\n",
       "      <td>2.596201</td>\n",
       "      <td>2.206506</td>\n",
       "      <td>0.859579</td>\n",
       "      <td>0.822745</td>\n",
       "      <td>-1.606473</td>\n",
       "      <td>-0.547146</td>\n",
       "      <td>2.926444</td>\n",
       "      <td>-0.663396</td>\n",
       "      <td>-2.495417</td>\n",
       "      <td>-5.741928</td>\n",
       "      <td>7.040553</td>\n",
       "      <td>1.656704</td>\n",
       "      <td>-2.357811</td>\n",
       "      <td>3.826851</td>\n",
       "      <td>5.675229</td>\n",
       "      <td>1.850085</td>\n",
       "      <td>1.045240</td>\n",
       "      <td>1.419726</td>\n",
       "      <td>-2.048791</td>\n",
       "      <td>-5.956918</td>\n",
       "      <td>2.250474</td>\n",
       "      <td>1.618575</td>\n",
       "      <td>1.085098</td>\n",
       "      <td>2.201655</td>\n",
       "      <td>3.003241</td>\n",
       "      <td>-5.649847</td>\n",
       "      <td>-0.689204</td>\n",
       "      <td>-0.692429</td>\n",
       "      <td>4.187429</td>\n",
       "      <td>4.956676</td>\n",
       "      <td>3.676205</td>\n",
       "      <td>-1.021349</td>\n",
       "      <td>3.178891</td>\n",
       "      <td>-2.621930</td>\n",
       "      <td>-3.297655</td>\n",
       "      <td>-3.061091</td>\n",
       "      <td>-0.989035</td>\n",
       "      <td>-0.472471</td>\n",
       "      <td>5.001320</td>\n",
       "      <td>0.126682</td>\n",
       "      <td>2.727864</td>\n",
       "      <td>3.785432</td>\n",
       "      <td>3.315110</td>\n",
       "      <td>1.762537</td>\n",
       "      <td>-3.217649</td>\n",
       "      <td>4.694449</td>\n",
       "      <td>-0.377041</td>\n",
       "      <td>-2.835068</td>\n",
       "      <td>3.406109</td>\n",
       "      <td>5.953020</td>\n",
       "      <td>4.202969</td>\n",
       "      <td>-7.745398</td>\n",
       "      <td>3.509914</td>\n",
       "      <td>0.296175</td>\n",
       "      <td>2.148891</td>\n",
       "      <td>-0.603177</td>\n",
       "      <td>0.375132</td>\n",
       "      <td>4.200162</td>\n",
       "      <td>4.285016</td>\n",
       "      <td>2.222856</td>\n",
       "      <td>-6.054721</td>\n",
       "      <td>-3.036784</td>\n",
       "      <td>-3.173163</td>\n",
       "      <td>6.160152</td>\n",
       "      <td>3.678779</td>\n",
       "      <td>-1.092409</td>\n",
       "      <td>-0.665051</td>\n",
       "      <td>-3.291346</td>\n",
       "      <td>1.828435</td>\n",
       "      <td>2.326815</td>\n",
       "      <td>0.269056</td>\n",
       "      <td>3.774256</td>\n",
       "      <td>3.277374</td>\n",
       "      <td>4.742949</td>\n",
       "      <td>-7.398129</td>\n",
       "      <td>-0.156982</td>\n",
       "      <td>0.672757</td>\n",
       "      <td>0.622100</td>\n",
       "      <td>4.674851</td>\n",
       "      <td>-3.901182</td>\n",
       "      <td>0.730394</td>\n",
       "      <td>3.513942</td>\n",
       "      <td>6.745777</td>\n",
       "      <td>5.566388</td>\n",
       "      <td>-7.105869</td>\n",
       "      <td>0.702027</td>\n",
       "      <td>6.822395</td>\n",
       "      <td>-0.520859</td>\n",
       "      <td>-1.228857</td>\n",
       "      <td>-1.855333</td>\n",
       "      <td>-0.257407</td>\n",
       "      <td>-1.298299</td>\n",
       "      <td>4.165614</td>\n",
       "      <td>-2.291314</td>\n",
       "      <td>0.605776</td>\n",
       "      <td>-0.171191</td>\n",
       "      <td>3.762789</td>\n",
       "      <td>-1.152642</td>\n",
       "      <td>-2.469483</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.887829</td>\n",
       "      <td>1.210817</td>\n",
       "      <td>-1.125323</td>\n",
       "      <td>3.854649</td>\n",
       "      <td>-1.393436</td>\n",
       "      <td>3.710772</td>\n",
       "      <td>4.332415</td>\n",
       "      <td>0.975356</td>\n",
       "      <td>3.326806</td>\n",
       "      <td>-0.771214</td>\n",
       "      <td>5.604663</td>\n",
       "      <td>5.555462</td>\n",
       "      <td>1.426865</td>\n",
       "      <td>-5.554484</td>\n",
       "      <td>1.797650</td>\n",
       "      <td>7.294230</td>\n",
       "      <td>4.363343</td>\n",
       "      <td>3.301183</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-7.481051</td>\n",
       "      <td>0.406554</td>\n",
       "      <td>1.896621</td>\n",
       "      <td>-2.331803</td>\n",
       "      <td>4.955736</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-0.891354</td>\n",
       "      <td>1.008598</td>\n",
       "      <td>0.186095</td>\n",
       "      <td>4.272282</td>\n",
       "      <td>4.659867</td>\n",
       "      <td>-1.309943</td>\n",
       "      <td>1.846992</td>\n",
       "      <td>-0.107082</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-2.031341</td>\n",
       "      <td>3.524637</td>\n",
       "      <td>0.404524</td>\n",
       "      <td>2.079985</td>\n",
       "      <td>2.491624</td>\n",
       "      <td>-3.701556</td>\n",
       "      <td>0.774345</td>\n",
       "      <td>1.534972</td>\n",
       "      <td>0.753940</td>\n",
       "      <td>2.205611</td>\n",
       "      <td>3.053044</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.287696</td>\n",
       "      <td>-0.781792</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.440983</td>\n",
       "      <td>1.674099</td>\n",
       "      <td>0.734653</td>\n",
       "      <td>4.058992</td>\n",
       "      <td>-9.101396</td>\n",
       "      <td>15</td>\n",
       "      <td>0.847287</td>\n",
       "      <td>-4.562035</td>\n",
       "      <td>-0.426387</td>\n",
       "      <td>0.720694</td>\n",
       "      <td>-1.610940</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.887984</td>\n",
       "      <td>0.351457</td>\n",
       "      <td>-1.420786</td>\n",
       "      <td>-0.342760</td>\n",
       "      <td>-2.217526</td>\n",
       "      <td>3.134825</td>\n",
       "      <td>0.205335</td>\n",
       "      <td>2.268653</td>\n",
       "      <td>-2.703008</td>\n",
       "      <td>4.250230</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-0.121906</td>\n",
       "      <td>0.264698</td>\n",
       "      <td>-2.695211</td>\n",
       "      <td>2.474905</td>\n",
       "      <td>1.904956</td>\n",
       "      <td>1.714775</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.475225</td>\n",
       "      <td>-2.529076</td>\n",
       "      <td>1.296685</td>\n",
       "      <td>6.609813</td>\n",
       "      <td>5.565249</td>\n",
       "      <td>3.834438</td>\n",
       "      <td>-0.985657</td>\n",
       "      <td>2.871550</td>\n",
       "      <td>-2.843563</td>\n",
       "      <td>1.423570</td>\n",
       "      <td>-3.256616</td>\n",
       "      <td>0.727703</td>\n",
       "      <td>5.524010</td>\n",
       "      <td>3.711377</td>\n",
       "      <td>2.556787</td>\n",
       "      <td>2.769822</td>\n",
       "      <td>4.014894</td>\n",
       "      <td>-3.274866</td>\n",
       "      <td>-0.172009</td>\n",
       "      <td>0.859324</td>\n",
       "      <td>-0.242464</td>\n",
       "      <td>4.912529</td>\n",
       "      <td>-1.112581</td>\n",
       "      <td>2.051560</td>\n",
       "      <td>-0.623540</td>\n",
       "      <td>3.719336</td>\n",
       "      <td>-1.144223</td>\n",
       "      <td>2.144652</td>\n",
       "      <td>2.248148</td>\n",
       "      <td>-0.254340</td>\n",
       "      <td>-1.360055</td>\n",
       "      <td>-1.140562</td>\n",
       "      <td>-0.244926</td>\n",
       "      <td>5.500512</td>\n",
       "      <td>-0.484597</td>\n",
       "      <td>2.645302</td>\n",
       "      <td>-0.547214</td>\n",
       "      <td>6.590030</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-0.343864</td>\n",
       "      <td>9.047021</td>\n",
       "      <td>1.355195</td>\n",
       "      <td>0.639420</td>\n",
       "      <td>5.637123</td>\n",
       "      <td>3.914933</td>\n",
       "      <td>0.029016</td>\n",
       "      <td>3.501818</td>\n",
       "      <td>1.700457</td>\n",
       "      <td>-2.123406</td>\n",
       "      <td>-5.961787</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-1.166119</td>\n",
       "      <td>4.824572</td>\n",
       "      <td>-2.436228</td>\n",
       "      <td>3.368373</td>\n",
       "      <td>-2.848122</td>\n",
       "      <td>4.983608</td>\n",
       "      <td>4.038594</td>\n",
       "      <td>0.926839</td>\n",
       "      <td>1.914564</td>\n",
       "      <td>-7.362743</td>\n",
       "      <td>4.313397</td>\n",
       "      <td>-1.447616</td>\n",
       "      <td>3.598530</td>\n",
       "      <td>4.149520</td>\n",
       "      <td>-0.508862</td>\n",
       "      <td>-1.530417</td>\n",
       "      <td>3.252119</td>\n",
       "      <td>3.363340</td>\n",
       "      <td>-1.768626</td>\n",
       "      <td>-5.752199</td>\n",
       "      <td>2.181493</td>\n",
       "      <td>4.063724</td>\n",
       "      <td>2.518244</td>\n",
       "      <td>0.266170</td>\n",
       "      <td>-1.607078</td>\n",
       "      <td>2.353230</td>\n",
       "      <td>4.733338</td>\n",
       "      <td>10.979177</td>\n",
       "      <td>0.980261</td>\n",
       "      <td>-2.157160</td>\n",
       "      <td>2.160744</td>\n",
       "      <td>0.562552</td>\n",
       "      <td>-0.636152</td>\n",
       "      <td>-1.669530</td>\n",
       "      <td>3.989260</td>\n",
       "      <td>3.660052</td>\n",
       "      <td>-0.867962</td>\n",
       "      <td>1.445784</td>\n",
       "      <td>3.732614</td>\n",
       "      <td>-1.554125</td>\n",
       "      <td>6.908470</td>\n",
       "      <td>0.002720</td>\n",
       "      <td>6.024884</td>\n",
       "      <td>1.226619</td>\n",
       "      <td>-1.546805</td>\n",
       "      <td>-4.319844</td>\n",
       "      <td>5.664835</td>\n",
       "      <td>4.349352</td>\n",
       "      <td>5.862876</td>\n",
       "      <td>-0.791133</td>\n",
       "      <td>-2.767005</td>\n",
       "      <td>0.194536</td>\n",
       "      <td>-0.345359</td>\n",
       "      <td>0.103186</td>\n",
       "      <td>1.535498</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-0.944076</td>\n",
       "      <td>-3.663035</td>\n",
       "      <td>1.295112</td>\n",
       "      <td>-1.347723</td>\n",
       "      <td>-0.158730</td>\n",
       "      <td>2.951893</td>\n",
       "      <td>-0.117689</td>\n",
       "      <td>-1.953581</td>\n",
       "      <td>3.165941</td>\n",
       "      <td>-2.120571</td>\n",
       "      <td>0.100829</td>\n",
       "      <td>-3.141095</td>\n",
       "      <td>-1.028042</td>\n",
       "      <td>-0.263219</td>\n",
       "      <td>3.802254</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.136572</td>\n",
       "      <td>-5.674374</td>\n",
       "      <td>0.182894</td>\n",
       "      <td>1.599147</td>\n",
       "      <td>-3.039820</td>\n",
       "      <td>2.571723</td>\n",
       "      <td>-5.650604</td>\n",
       "      <td>-0.029170</td>\n",
       "      <td>1.635364</td>\n",
       "      <td>1.575605</td>\n",
       "      <td>-4.483935</td>\n",
       "      <td>0.789330</td>\n",
       "      <td>-1.333725</td>\n",
       "      <td>0.871288</td>\n",
       "      <td>-0.932964</td>\n",
       "      <td>1.594814</td>\n",
       "      <td>2.033854</td>\n",
       "      <td>11.305200</td>\n",
       "      <td>4.771247</td>\n",
       "      <td>-0.189218</td>\n",
       "      <td>0.156079</td>\n",
       "      <td>-2.162375</td>\n",
       "      <td>-0.156859</td>\n",
       "      <td>0.997488</td>\n",
       "      <td>-0.146185</td>\n",
       "      <td>6.277159</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.751891</td>\n",
       "      <td>-0.830378</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-0.876857</td>\n",
       "      <td>1.174955</td>\n",
       "      <td>0.363359</td>\n",
       "      <td>2.979194</td>\n",
       "      <td>-3.588743</td>\n",
       "      <td>0.555998</td>\n",
       "      <td>-4.344623</td>\n",
       "      <td>0.558087</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-0.516582</td>\n",
       "      <td>0.854272</td>\n",
       "      <td>-1.112696</td>\n",
       "      <td>-2.491358</td>\n",
       "      <td>-2.143820</td>\n",
       "      <td>3.346503</td>\n",
       "      <td>1.661949</td>\n",
       "      <td>-2.683181</td>\n",
       "      <td>5.685826</td>\n",
       "      <td>4.394557</td>\n",
       "      <td>1.315425</td>\n",
       "      <td>2.198962</td>\n",
       "      <td>4.807960</td>\n",
       "      <td>11.306813</td>\n",
       "      <td>-2.443848</td>\n",
       "      <td>2.452866</td>\n",
       "      <td>-3.657552</td>\n",
       "      <td>-1.305373</td>\n",
       "      <td>-2.346278</td>\n",
       "      <td>0.355357</td>\n",
       "      <td>2.397789</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.115296</td>\n",
       "      <td>2.230201</td>\n",
       "      <td>-0.917269</td>\n",
       "      <td>1.521209</td>\n",
       "      <td>-0.804096</td>\n",
       "      <td>4.856169</td>\n",
       "      <td>-1.391622</td>\n",
       "      <td>3.213717</td>\n",
       "      <td>-2.412077</td>\n",
       "      <td>-2.950551</td>\n",
       "      <td>-5.026412</td>\n",
       "      <td>4.460530</td>\n",
       "      <td>-0.778808</td>\n",
       "      <td>-0.213543</td>\n",
       "      <td>2.988798</td>\n",
       "      <td>-2.175390</td>\n",
       "      <td>6.233569</td>\n",
       "      <td>1.093633</td>\n",
       "      <td>-4.579803</td>\n",
       "      <td>-0.889261</td>\n",
       "      <td>3.209322</td>\n",
       "      <td>1.537491</td>\n",
       "      <td>-3.426704</td>\n",
       "      <td>1.840704</td>\n",
       "      <td>8.394366</td>\n",
       "      <td>3.246233</td>\n",
       "      <td>0.957664</td>\n",
       "      <td>4.699752</td>\n",
       "      <td>-1.547078</td>\n",
       "      <td>-0.448367</td>\n",
       "      <td>4.052572</td>\n",
       "      <td>4.717914</td>\n",
       "      <td>7.237962</td>\n",
       "      <td>-5.993651</td>\n",
       "      <td>0.613138</td>\n",
       "      <td>-1.630776</td>\n",
       "      <td>2.274030</td>\n",
       "      <td>2.873418</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-2.158224</td>\n",
       "      <td>-3.103765</td>\n",
       "      <td>-0.237478</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.677053</td>\n",
       "      <td>1.301303</td>\n",
       "      <td>4.051300</td>\n",
       "      <td>5.278849</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.731699</td>\n",
       "      <td>-0.185077</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.612921</td>\n",
       "      <td>1.673293</td>\n",
       "      <td>-4.509211</td>\n",
       "      <td>0.887131</td>\n",
       "      <td>-0.766115</td>\n",
       "      <td>-0.641876</td>\n",
       "      <td>-2.083653</td>\n",
       "      <td>-2.484179</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1262</th>\n",
       "      <td>1262</td>\n",
       "      <td>LAYING</td>\n",
       "      <td>-1.548333</td>\n",
       "      <td>-0.139628</td>\n",
       "      <td>-2.380889</td>\n",
       "      <td>-1.915239</td>\n",
       "      <td>0.067613</td>\n",
       "      <td>-0.887342</td>\n",
       "      <td>6.007361</td>\n",
       "      <td>-5.793913</td>\n",
       "      <td>3.621984</td>\n",
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       "      <td>-0.201620</td>\n",
       "      <td>-0.796255</td>\n",
       "      <td>-2.020348</td>\n",
       "      <td>-0.706189</td>\n",
       "      <td>1.377601</td>\n",
       "      <td>1.502739</td>\n",
       "      <td>6.952255</td>\n",
       "      <td>4.609599</td>\n",
       "      <td>3.974677</td>\n",
       "      <td>-0.468934</td>\n",
       "      <td>-2.562960</td>\n",
       "      <td>-1.125458</td>\n",
       "      <td>1.116531</td>\n",
       "      <td>0.496151</td>\n",
       "      <td>2.328004</td>\n",
       "      <td>-3.438299</td>\n",
       "      <td>0.415884</td>\n",
       "      <td>-4.850958</td>\n",
       "      <td>0.593905</td>\n",
       "      <td>-4.134095</td>\n",
       "      <td>-0.587106</td>\n",
       "      <td>0.852456</td>\n",
       "      <td>-1.076854</td>\n",
       "      <td>-2.527761</td>\n",
       "      <td>-1.912424</td>\n",
       "      <td>3.446351</td>\n",
       "      <td>1.672549</td>\n",
       "      <td>-1.899661</td>\n",
       "      <td>6.662764</td>\n",
       "      <td>4.909306</td>\n",
       "      <td>1.766640</td>\n",
       "      <td>2.666988</td>\n",
       "      <td>5.963879</td>\n",
       "      <td>11.822192</td>\n",
       "      <td>-2.656659</td>\n",
       "      <td>2.529025</td>\n",
       "      <td>-4.143520</td>\n",
       "      <td>-1.135395</td>\n",
       "      <td>-2.149391</td>\n",
       "      <td>0.789854</td>\n",
       "      <td>4.260849</td>\n",
       "      <td>0.618933</td>\n",
       "      <td>1.764097</td>\n",
       "      <td>3.094181</td>\n",
       "      <td>0.338996</td>\n",
       "      <td>1.424766</td>\n",
       "      <td>-1.545535</td>\n",
       "      <td>5.780229</td>\n",
       "      <td>-1.256424</td>\n",
       "      <td>3.152277</td>\n",
       "      <td>-2.413176</td>\n",
       "      <td>-2.835542</td>\n",
       "      <td>-5.049610</td>\n",
       "      <td>4.599784</td>\n",
       "      <td>-0.928426</td>\n",
       "      <td>0.491285</td>\n",
       "      <td>2.918113</td>\n",
       "      <td>-1.873271</td>\n",
       "      <td>5.470774</td>\n",
       "      <td>1.552183</td>\n",
       "      <td>-4.910331</td>\n",
       "      <td>1.811968</td>\n",
       "      <td>3.717038</td>\n",
       "      <td>1.851578</td>\n",
       "      <td>-4.070744</td>\n",
       "      <td>1.220517</td>\n",
       "      <td>7.690866</td>\n",
       "      <td>3.055395</td>\n",
       "      <td>1.937417</td>\n",
       "      <td>4.684114</td>\n",
       "      <td>-1.580576</td>\n",
       "      <td>-0.359234</td>\n",
       "      <td>4.037395</td>\n",
       "      <td>4.702534</td>\n",
       "      <td>7.377977</td>\n",
       "      <td>-3.868737</td>\n",
       "      <td>0.037068</td>\n",
       "      <td>-2.863580</td>\n",
       "      <td>4.616200</td>\n",
       "      <td>1.336379</td>\n",
       "      <td>0.032001</td>\n",
       "      <td>-2.500477</td>\n",
       "      <td>-3.788376</td>\n",
       "      <td>0.559196</td>\n",
       "      <td>5.893237</td>\n",
       "      <td>3.621391</td>\n",
       "      <td>1.430272</td>\n",
       "      <td>4.146776</td>\n",
       "      <td>3.005560</td>\n",
       "      <td>5.407139</td>\n",
       "      <td>1.731942</td>\n",
       "      <td>0.066625</td>\n",
       "      <td>5.059609</td>\n",
       "      <td>2.296603</td>\n",
       "      <td>5.344174</td>\n",
       "      <td>-0.549843</td>\n",
       "      <td>3.272225</td>\n",
       "      <td>-0.940610</td>\n",
       "      <td>-1.031522</td>\n",
       "      <td>3.332164</td>\n",
       "      <td>2.024442</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9457</th>\n",
       "      <td>9457</td>\n",
       "      <td>WALKING_UPSTAIRS</td>\n",
       "      <td>-1.568669</td>\n",
       "      <td>-0.612620</td>\n",
       "      <td>-2.488338</td>\n",
       "      <td>-1.751117</td>\n",
       "      <td>0.218134</td>\n",
       "      <td>0.280294</td>\n",
       "      <td>7.953403</td>\n",
       "      <td>-0.679894</td>\n",
       "      <td>2.512880</td>\n",
       "      <td>5.740178</td>\n",
       "      <td>2.803435</td>\n",
       "      <td>5.484726</td>\n",
       "      <td>2.102368</td>\n",
       "      <td>-1.355854</td>\n",
       "      <td>-1.416568</td>\n",
       "      <td>2.527046</td>\n",
       "      <td>8.046001</td>\n",
       "      <td>-1.986672</td>\n",
       "      <td>5.284168</td>\n",
       "      <td>3.598328</td>\n",
       "      <td>1.892567</td>\n",
       "      <td>1.417711</td>\n",
       "      <td>-2.027475</td>\n",
       "      <td>0.436458</td>\n",
       "      <td>2.908602</td>\n",
       "      <td>5.819734</td>\n",
       "      <td>2.551773</td>\n",
       "      <td>-1.756530</td>\n",
       "      <td>-5.503246</td>\n",
       "      <td>13.251491</td>\n",
       "      <td>1.714753</td>\n",
       "      <td>-0.552312</td>\n",
       "      <td>3.566532</td>\n",
       "      <td>0.922455</td>\n",
       "      <td>0.726768</td>\n",
       "      <td>2.081277</td>\n",
       "      <td>-3.081267</td>\n",
       "      <td>3.140684</td>\n",
       "      <td>2.684137</td>\n",
       "      <td>-1.235737</td>\n",
       "      <td>3.630928</td>\n",
       "      <td>-1.549710</td>\n",
       "      <td>8.709075</td>\n",
       "      <td>3.331663</td>\n",
       "      <td>-5.624891</td>\n",
       "      <td>6.374807</td>\n",
       "      <td>9.473232</td>\n",
       "      <td>0.768741</td>\n",
       "      <td>-2.787746</td>\n",
       "      <td>1.097242</td>\n",
       "      <td>5.164649</td>\n",
       "      <td>-0.213678</td>\n",
       "      <td>-6.389757</td>\n",
       "      <td>-3.478711</td>\n",
       "      <td>1.130900</td>\n",
       "      <td>-0.439289</td>\n",
       "      <td>-1.965806</td>\n",
       "      <td>5.633187</td>\n",
       "      <td>2.680726</td>\n",
       "      <td>7.388468</td>\n",
       "      <td>7.873536</td>\n",
       "      <td>-0.416824</td>\n",
       "      <td>1.935732</td>\n",
       "      <td>-3.075055</td>\n",
       "      <td>2.653589</td>\n",
       "      <td>5.941206</td>\n",
       "      <td>1.969677</td>\n",
       "      <td>1.747470</td>\n",
       "      <td>5.297821</td>\n",
       "      <td>5.299352</td>\n",
       "      <td>0.455411</td>\n",
       "      <td>3.735764</td>\n",
       "      <td>1.884223</td>\n",
       "      <td>0.464380</td>\n",
       "      <td>-7.291138</td>\n",
       "      <td>-0.623965</td>\n",
       "      <td>7.141304</td>\n",
       "      <td>-4.166525</td>\n",
       "      <td>4.666893</td>\n",
       "      <td>-1.886313</td>\n",
       "      <td>-0.105111</td>\n",
       "      <td>2.883141</td>\n",
       "      <td>3.452733</td>\n",
       "      <td>-0.228654</td>\n",
       "      <td>4.572307</td>\n",
       "      <td>6.872288</td>\n",
       "      <td>-1.531423</td>\n",
       "      <td>-0.537596</td>\n",
       "      <td>-2.784092</td>\n",
       "      <td>3.677794</td>\n",
       "      <td>-0.816047</td>\n",
       "      <td>6.013833</td>\n",
       "      <td>1.273835</td>\n",
       "      <td>-2.522064</td>\n",
       "      <td>2.255950</td>\n",
       "      <td>5.799727</td>\n",
       "      <td>5.208193</td>\n",
       "      <td>2.488196</td>\n",
       "      <td>5.113046</td>\n",
       "      <td>5.676311</td>\n",
       "      <td>4.539204</td>\n",
       "      <td>-1.889719</td>\n",
       "      <td>7.395249</td>\n",
       "      <td>2.136318</td>\n",
       "      <td>-2.222886</td>\n",
       "      <td>3.378711</td>\n",
       "      <td>0.403711</td>\n",
       "      <td>-3.696273</td>\n",
       "      <td>-0.323548</td>\n",
       "      <td>-5.351103</td>\n",
       "      <td>5.588746</td>\n",
       "      <td>3.746008</td>\n",
       "      <td>6.090586</td>\n",
       "      <td>2.167196</td>\n",
       "      <td>8.017748</td>\n",
       "      <td>-0.540306</td>\n",
       "      <td>-1.775080</td>\n",
       "      <td>7.186974</td>\n",
       "      <td>2.950797</td>\n",
       "      <td>4.263220</td>\n",
       "      <td>2.626456</td>\n",
       "      <td>-2.223707</td>\n",
       "      <td>4.812592</td>\n",
       "      <td>7.582895</td>\n",
       "      <td>0.720532</td>\n",
       "      <td>8.267096</td>\n",
       "      <td>7.363456</td>\n",
       "      <td>4.286284</td>\n",
       "      <td>0.941045</td>\n",
       "      <td>2.594619</td>\n",
       "      <td>1.013145</td>\n",
       "      <td>-1.055049</td>\n",
       "      <td>2.029892</td>\n",
       "      <td>2.308206</td>\n",
       "      <td>3.710199</td>\n",
       "      <td>3.099106</td>\n",
       "      <td>7.214172</td>\n",
       "      <td>3.075605</td>\n",
       "      <td>-1.420899</td>\n",
       "      <td>-0.837506</td>\n",
       "      <td>-2.843167</td>\n",
       "      <td>5.899551</td>\n",
       "      <td>3.125515</td>\n",
       "      <td>-2.299295</td>\n",
       "      <td>2.024028</td>\n",
       "      <td>0.665726</td>\n",
       "      <td>3.192845</td>\n",
       "      <td>2.638094</td>\n",
       "      <td>1.905332</td>\n",
       "      <td>0.858502</td>\n",
       "      <td>1.183762</td>\n",
       "      <td>-1.857819</td>\n",
       "      <td>-0.433729</td>\n",
       "      <td>3.393216</td>\n",
       "      <td>0.616804</td>\n",
       "      <td>-2.409713</td>\n",
       "      <td>-5.765179</td>\n",
       "      <td>7.463903</td>\n",
       "      <td>2.221075</td>\n",
       "      <td>-2.182861</td>\n",
       "      <td>3.571536</td>\n",
       "      <td>4.846465</td>\n",
       "      <td>0.883240</td>\n",
       "      <td>1.162607</td>\n",
       "      <td>0.335823</td>\n",
       "      <td>-1.622017</td>\n",
       "      <td>-5.817531</td>\n",
       "      <td>1.293797</td>\n",
       "      <td>1.616815</td>\n",
       "      <td>2.121302</td>\n",
       "      <td>2.325352</td>\n",
       "      <td>3.588403</td>\n",
       "      <td>-5.630087</td>\n",
       "      <td>0.851388</td>\n",
       "      <td>-1.111811</td>\n",
       "      <td>4.303873</td>\n",
       "      <td>5.965342</td>\n",
       "      <td>3.585501</td>\n",
       "      <td>-0.544361</td>\n",
       "      <td>3.106676</td>\n",
       "      <td>-3.193530</td>\n",
       "      <td>-2.166122</td>\n",
       "      <td>-3.254165</td>\n",
       "      <td>-0.083882</td>\n",
       "      <td>0.123777</td>\n",
       "      <td>4.773807</td>\n",
       "      <td>1.423954</td>\n",
       "      <td>3.246766</td>\n",
       "      <td>3.785432</td>\n",
       "      <td>3.322065</td>\n",
       "      <td>1.581575</td>\n",
       "      <td>-3.435327</td>\n",
       "      <td>5.291073</td>\n",
       "      <td>-0.178600</td>\n",
       "      <td>-2.906000</td>\n",
       "      <td>3.375793</td>\n",
       "      <td>6.078433</td>\n",
       "      <td>4.195149</td>\n",
       "      <td>-7.585011</td>\n",
       "      <td>3.343821</td>\n",
       "      <td>0.221712</td>\n",
       "      <td>2.865079</td>\n",
       "      <td>-0.649755</td>\n",
       "      <td>0.498336</td>\n",
       "      <td>4.101001</td>\n",
       "      <td>4.645377</td>\n",
       "      <td>2.087811</td>\n",
       "      <td>-6.062388</td>\n",
       "      <td>-3.224253</td>\n",
       "      <td>-3.504957</td>\n",
       "      <td>6.067481</td>\n",
       "      <td>3.676513</td>\n",
       "      <td>-1.910403</td>\n",
       "      <td>-0.812114</td>\n",
       "      <td>-1.787607</td>\n",
       "      <td>1.949084</td>\n",
       "      <td>2.732502</td>\n",
       "      <td>0.207822</td>\n",
       "      <td>3.804790</td>\n",
       "      <td>3.110777</td>\n",
       "      <td>4.653310</td>\n",
       "      <td>-7.238026</td>\n",
       "      <td>0.037156</td>\n",
       "      <td>0.064803</td>\n",
       "      <td>0.450137</td>\n",
       "      <td>4.576701</td>\n",
       "      <td>-3.679342</td>\n",
       "      <td>0.721291</td>\n",
       "      <td>3.123459</td>\n",
       "      <td>6.203401</td>\n",
       "      <td>5.663707</td>\n",
       "      <td>-7.110895</td>\n",
       "      <td>0.782762</td>\n",
       "      <td>6.910385</td>\n",
       "      <td>-0.514409</td>\n",
       "      <td>-1.136383</td>\n",
       "      <td>-1.938091</td>\n",
       "      <td>-0.246364</td>\n",
       "      <td>-1.218094</td>\n",
       "      <td>4.195739</td>\n",
       "      <td>-2.264869</td>\n",
       "      <td>0.697001</td>\n",
       "      <td>-0.194313</td>\n",
       "      <td>3.771277</td>\n",
       "      <td>-1.151710</td>\n",
       "      <td>-2.466155</td>\n",
       "      <td>-2.627354</td>\n",
       "      <td>4.884614</td>\n",
       "      <td>1.210855</td>\n",
       "      <td>-1.130226</td>\n",
       "      <td>3.835570</td>\n",
       "      <td>-1.128311</td>\n",
       "      <td>3.778372</td>\n",
       "      <td>4.210057</td>\n",
       "      <td>1.123475</td>\n",
       "      <td>3.358860</td>\n",
       "      <td>-1.039703</td>\n",
       "      <td>5.684709</td>\n",
       "      <td>5.555584</td>\n",
       "      <td>1.018926</td>\n",
       "      <td>-5.559443</td>\n",
       "      <td>1.734979</td>\n",
       "      <td>7.450688</td>\n",
       "      <td>4.291842</td>\n",
       "      <td>2.425835</td>\n",
       "      <td>-2.240504</td>\n",
       "      <td>-7.433773</td>\n",
       "      <td>0.482803</td>\n",
       "      <td>1.832419</td>\n",
       "      <td>-2.290027</td>\n",
       "      <td>4.605241</td>\n",
       "      <td>-1.235590</td>\n",
       "      <td>-1.737662</td>\n",
       "      <td>1.024552</td>\n",
       "      <td>-0.363553</td>\n",
       "      <td>4.121743</td>\n",
       "      <td>4.232439</td>\n",
       "      <td>-1.622865</td>\n",
       "      <td>1.168444</td>\n",
       "      <td>-0.145311</td>\n",
       "      <td>1.729258</td>\n",
       "      <td>-2.031341</td>\n",
       "      <td>3.499012</td>\n",
       "      <td>1.106817</td>\n",
       "      <td>2.082325</td>\n",
       "      <td>2.470419</td>\n",
       "      <td>-3.498200</td>\n",
       "      <td>0.437860</td>\n",
       "      <td>0.816367</td>\n",
       "      <td>0.696067</td>\n",
       "      <td>2.164741</td>\n",
       "      <td>3.042480</td>\n",
       "      <td>-0.345627</td>\n",
       "      <td>6.352589</td>\n",
       "      <td>-0.727205</td>\n",
       "      <td>-0.925757</td>\n",
       "      <td>2.227017</td>\n",
       "      <td>1.148811</td>\n",
       "      <td>0.660377</td>\n",
       "      <td>3.794268</td>\n",
       "      <td>-9.967064</td>\n",
       "      <td>9</td>\n",
       "      <td>1.062574</td>\n",
       "      <td>-4.541629</td>\n",
       "      <td>-0.877293</td>\n",
       "      <td>-0.092697</td>\n",
       "      <td>-0.596892</td>\n",
       "      <td>-0.867071</td>\n",
       "      <td>3.148748</td>\n",
       "      <td>0.401338</td>\n",
       "      <td>-1.251619</td>\n",
       "      <td>-0.331688</td>\n",
       "      <td>-2.955360</td>\n",
       "      <td>3.219113</td>\n",
       "      <td>0.255628</td>\n",
       "      <td>2.141045</td>\n",
       "      <td>-2.586600</td>\n",
       "      <td>5.146982</td>\n",
       "      <td>1.814248</td>\n",
       "      <td>3.020656</td>\n",
       "      <td>-0.165324</td>\n",
       "      <td>0.458077</td>\n",
       "      <td>-2.753788</td>\n",
       "      <td>2.693488</td>\n",
       "      <td>1.940215</td>\n",
       "      <td>1.451441</td>\n",
       "      <td>0.891455</td>\n",
       "      <td>0.349577</td>\n",
       "      <td>-2.537595</td>\n",
       "      <td>0.826578</td>\n",
       "      <td>6.548291</td>\n",
       "      <td>5.702230</td>\n",
       "      <td>3.990053</td>\n",
       "      <td>-0.902530</td>\n",
       "      <td>2.853683</td>\n",
       "      <td>-3.126604</td>\n",
       "      <td>1.274217</td>\n",
       "      <td>-3.058762</td>\n",
       "      <td>1.893081</td>\n",
       "      <td>5.880477</td>\n",
       "      <td>3.775318</td>\n",
       "      <td>2.227671</td>\n",
       "      <td>2.662510</td>\n",
       "      <td>4.098383</td>\n",
       "      <td>-3.224472</td>\n",
       "      <td>-0.151536</td>\n",
       "      <td>0.437048</td>\n",
       "      <td>-1.107547</td>\n",
       "      <td>4.179145</td>\n",
       "      <td>-1.154012</td>\n",
       "      <td>2.038707</td>\n",
       "      <td>-0.261613</td>\n",
       "      <td>3.936533</td>\n",
       "      <td>-1.422624</td>\n",
       "      <td>2.096867</td>\n",
       "      <td>2.287817</td>\n",
       "      <td>1.211172</td>\n",
       "      <td>-1.185627</td>\n",
       "      <td>-0.828856</td>\n",
       "      <td>-0.255496</td>\n",
       "      <td>5.226031</td>\n",
       "      <td>-0.426499</td>\n",
       "      <td>2.601252</td>\n",
       "      <td>-0.539708</td>\n",
       "      <td>7.269410</td>\n",
       "      <td>-0.967497</td>\n",
       "      <td>-0.377586</td>\n",
       "      <td>8.969070</td>\n",
       "      <td>1.349310</td>\n",
       "      <td>0.226785</td>\n",
       "      <td>6.737850</td>\n",
       "      <td>4.102412</td>\n",
       "      <td>1.396476</td>\n",
       "      <td>3.512594</td>\n",
       "      <td>1.801041</td>\n",
       "      <td>-2.098353</td>\n",
       "      <td>-6.997091</td>\n",
       "      <td>2.614850</td>\n",
       "      <td>-0.922635</td>\n",
       "      <td>5.072585</td>\n",
       "      <td>-1.472494</td>\n",
       "      <td>3.399457</td>\n",
       "      <td>-2.807022</td>\n",
       "      <td>3.813845</td>\n",
       "      <td>0.595103</td>\n",
       "      <td>1.471271</td>\n",
       "      <td>1.993744</td>\n",
       "      <td>-7.137213</td>\n",
       "      <td>4.437259</td>\n",
       "      <td>0.064394</td>\n",
       "      <td>3.765722</td>\n",
       "      <td>4.410433</td>\n",
       "      <td>-0.487110</td>\n",
       "      <td>-1.168831</td>\n",
       "      <td>2.920422</td>\n",
       "      <td>3.141087</td>\n",
       "      <td>-1.519221</td>\n",
       "      <td>-5.835281</td>\n",
       "      <td>2.123177</td>\n",
       "      <td>5.832760</td>\n",
       "      <td>2.550997</td>\n",
       "      <td>0.569753</td>\n",
       "      <td>-0.648997</td>\n",
       "      <td>3.509034</td>\n",
       "      <td>4.357823</td>\n",
       "      <td>10.861655</td>\n",
       "      <td>0.548608</td>\n",
       "      <td>-0.530696</td>\n",
       "      <td>2.310730</td>\n",
       "      <td>0.575130</td>\n",
       "      <td>-0.632132</td>\n",
       "      <td>-0.712840</td>\n",
       "      <td>4.892919</td>\n",
       "      <td>3.754383</td>\n",
       "      <td>-0.961549</td>\n",
       "      <td>1.578340</td>\n",
       "      <td>3.857801</td>\n",
       "      <td>-1.558994</td>\n",
       "      <td>6.458838</td>\n",
       "      <td>1.395318</td>\n",
       "      <td>6.393021</td>\n",
       "      <td>1.185207</td>\n",
       "      <td>-1.547914</td>\n",
       "      <td>-4.335373</td>\n",
       "      <td>5.288878</td>\n",
       "      <td>4.093345</td>\n",
       "      <td>5.701498</td>\n",
       "      <td>-1.260556</td>\n",
       "      <td>-2.753321</td>\n",
       "      <td>-0.190009</td>\n",
       "      <td>0.233424</td>\n",
       "      <td>0.072143</td>\n",
       "      <td>0.807376</td>\n",
       "      <td>2.348018</td>\n",
       "      <td>7.434070</td>\n",
       "      <td>-3.959938</td>\n",
       "      <td>0.212073</td>\n",
       "      <td>-1.238643</td>\n",
       "      <td>-0.220436</td>\n",
       "      <td>2.547861</td>\n",
       "      <td>-0.488108</td>\n",
       "      <td>-2.404910</td>\n",
       "      <td>3.088970</td>\n",
       "      <td>-1.823719</td>\n",
       "      <td>0.119400</td>\n",
       "      <td>-2.666983</td>\n",
       "      <td>-0.531527</td>\n",
       "      <td>-0.623575</td>\n",
       "      <td>3.429869</td>\n",
       "      <td>2.133231</td>\n",
       "      <td>0.925902</td>\n",
       "      <td>-5.697222</td>\n",
       "      <td>0.190121</td>\n",
       "      <td>1.645371</td>\n",
       "      <td>-2.925603</td>\n",
       "      <td>2.877310</td>\n",
       "      <td>-6.239261</td>\n",
       "      <td>-0.210948</td>\n",
       "      <td>0.708483</td>\n",
       "      <td>1.575300</td>\n",
       "      <td>-3.987243</td>\n",
       "      <td>1.980545</td>\n",
       "      <td>-1.493132</td>\n",
       "      <td>1.018689</td>\n",
       "      <td>-1.135625</td>\n",
       "      <td>1.542240</td>\n",
       "      <td>2.061813</td>\n",
       "      <td>11.265339</td>\n",
       "      <td>5.036104</td>\n",
       "      <td>-0.186638</td>\n",
       "      <td>-0.039461</td>\n",
       "      <td>-2.195776</td>\n",
       "      <td>-0.003377</td>\n",
       "      <td>0.759826</td>\n",
       "      <td>0.485480</td>\n",
       "      <td>6.290559</td>\n",
       "      <td>4.336102</td>\n",
       "      <td>3.161309</td>\n",
       "      <td>-0.768054</td>\n",
       "      <td>-2.886956</td>\n",
       "      <td>-0.942180</td>\n",
       "      <td>1.156491</td>\n",
       "      <td>0.567243</td>\n",
       "      <td>1.192297</td>\n",
       "      <td>-3.634010</td>\n",
       "      <td>0.558622</td>\n",
       "      <td>-4.583356</td>\n",
       "      <td>0.557498</td>\n",
       "      <td>-3.601759</td>\n",
       "      <td>-0.491527</td>\n",
       "      <td>0.853675</td>\n",
       "      <td>-1.138702</td>\n",
       "      <td>-2.145136</td>\n",
       "      <td>-2.280084</td>\n",
       "      <td>4.094161</td>\n",
       "      <td>1.660629</td>\n",
       "      <td>-2.705033</td>\n",
       "      <td>5.561314</td>\n",
       "      <td>4.323584</td>\n",
       "      <td>1.292338</td>\n",
       "      <td>2.187126</td>\n",
       "      <td>4.879087</td>\n",
       "      <td>11.293779</td>\n",
       "      <td>-2.404219</td>\n",
       "      <td>2.404920</td>\n",
       "      <td>-3.429157</td>\n",
       "      <td>-1.324363</td>\n",
       "      <td>-2.314153</td>\n",
       "      <td>-0.144296</td>\n",
       "      <td>4.157260</td>\n",
       "      <td>1.302408</td>\n",
       "      <td>0.762596</td>\n",
       "      <td>1.469321</td>\n",
       "      <td>-1.502168</td>\n",
       "      <td>1.478686</td>\n",
       "      <td>-0.458893</td>\n",
       "      <td>4.198657</td>\n",
       "      <td>-1.850607</td>\n",
       "      <td>3.661973</td>\n",
       "      <td>-2.434975</td>\n",
       "      <td>-2.507020</td>\n",
       "      <td>-4.973632</td>\n",
       "      <td>4.296206</td>\n",
       "      <td>-0.686103</td>\n",
       "      <td>-0.410167</td>\n",
       "      <td>3.041036</td>\n",
       "      <td>-2.406458</td>\n",
       "      <td>6.841447</td>\n",
       "      <td>0.710234</td>\n",
       "      <td>-4.610474</td>\n",
       "      <td>2.450700</td>\n",
       "      <td>2.859864</td>\n",
       "      <td>1.585023</td>\n",
       "      <td>-3.387872</td>\n",
       "      <td>1.698743</td>\n",
       "      <td>8.112279</td>\n",
       "      <td>1.926083</td>\n",
       "      <td>2.348895</td>\n",
       "      <td>4.719540</td>\n",
       "      <td>-1.521161</td>\n",
       "      <td>-0.463599</td>\n",
       "      <td>4.063648</td>\n",
       "      <td>4.730261</td>\n",
       "      <td>7.221653</td>\n",
       "      <td>-5.789276</td>\n",
       "      <td>0.417687</td>\n",
       "      <td>-0.703212</td>\n",
       "      <td>2.488702</td>\n",
       "      <td>2.391994</td>\n",
       "      <td>5.884982</td>\n",
       "      <td>-2.187197</td>\n",
       "      <td>-3.306482</td>\n",
       "      <td>-0.814718</td>\n",
       "      <td>6.077734</td>\n",
       "      <td>3.720622</td>\n",
       "      <td>1.202847</td>\n",
       "      <td>4.050714</td>\n",
       "      <td>4.539801</td>\n",
       "      <td>4.618405</td>\n",
       "      <td>1.727481</td>\n",
       "      <td>0.220730</td>\n",
       "      <td>4.565443</td>\n",
       "      <td>4.440779</td>\n",
       "      <td>3.288399</td>\n",
       "      <td>-2.689605</td>\n",
       "      <td>1.705341</td>\n",
       "      <td>-0.822617</td>\n",
       "      <td>-0.572410</td>\n",
       "      <td>3.564985</td>\n",
       "      <td>-0.544652</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10061</th>\n",
       "      <td>10061</td>\n",
       "      <td>WALKING_DOWNSTAIRS</td>\n",
       "      <td>-1.569172</td>\n",
       "      <td>-0.886931</td>\n",
       "      <td>-2.480339</td>\n",
       "      <td>-1.782007</td>\n",
       "      <td>-0.496139</td>\n",
       "      <td>-2.415565</td>\n",
       "      <td>2.363434</td>\n",
       "      <td>-11.824021</td>\n",
       "      <td>2.219897</td>\n",
       "      <td>4.999603</td>\n",
       "      <td>2.829852</td>\n",
       "      <td>5.416255</td>\n",
       "      <td>-0.084326</td>\n",
       "      <td>-1.356148</td>\n",
       "      <td>-1.340578</td>\n",
       "      <td>2.312226</td>\n",
       "      <td>8.093437</td>\n",
       "      <td>-2.021517</td>\n",
       "      <td>5.040044</td>\n",
       "      <td>3.493972</td>\n",
       "      <td>1.890325</td>\n",
       "      <td>1.530241</td>\n",
       "      <td>-1.968776</td>\n",
       "      <td>0.455298</td>\n",
       "      <td>2.818606</td>\n",
       "      <td>5.766608</td>\n",
       "      <td>2.605273</td>\n",
       "      <td>-1.673828</td>\n",
       "      <td>-5.253188</td>\n",
       "      <td>13.061971</td>\n",
       "      <td>1.618131</td>\n",
       "      <td>-0.748857</td>\n",
       "      <td>3.437114</td>\n",
       "      <td>0.642772</td>\n",
       "      <td>0.445994</td>\n",
       "      <td>2.163298</td>\n",
       "      <td>-3.698996</td>\n",
       "      <td>2.964054</td>\n",
       "      <td>2.832624</td>\n",
       "      <td>-1.234285</td>\n",
       "      <td>3.908960</td>\n",
       "      <td>-1.376792</td>\n",
       "      <td>8.632508</td>\n",
       "      <td>3.174720</td>\n",
       "      <td>-5.545699</td>\n",
       "      <td>6.409598</td>\n",
       "      <td>8.785331</td>\n",
       "      <td>0.837445</td>\n",
       "      <td>-0.924577</td>\n",
       "      <td>1.204241</td>\n",
       "      <td>4.957980</td>\n",
       "      <td>0.426378</td>\n",
       "      <td>-6.379201</td>\n",
       "      <td>-3.642630</td>\n",
       "      <td>0.319215</td>\n",
       "      <td>-0.622363</td>\n",
       "      <td>-2.023604</td>\n",
       "      <td>3.651458</td>\n",
       "      <td>2.670057</td>\n",
       "      <td>7.183514</td>\n",
       "      <td>8.097852</td>\n",
       "      <td>-0.449428</td>\n",
       "      <td>1.840436</td>\n",
       "      <td>-3.346970</td>\n",
       "      <td>2.735197</td>\n",
       "      <td>6.117424</td>\n",
       "      <td>2.072405</td>\n",
       "      <td>2.355974</td>\n",
       "      <td>5.312313</td>\n",
       "      <td>4.885177</td>\n",
       "      <td>0.438966</td>\n",
       "      <td>3.728285</td>\n",
       "      <td>2.182145</td>\n",
       "      <td>0.362120</td>\n",
       "      <td>-7.268412</td>\n",
       "      <td>-0.243929</td>\n",
       "      <td>7.256860</td>\n",
       "      <td>-3.316369</td>\n",
       "      <td>4.300010</td>\n",
       "      <td>-1.924997</td>\n",
       "      <td>-0.039128</td>\n",
       "      <td>3.156338</td>\n",
       "      <td>3.369991</td>\n",
       "      <td>-0.315705</td>\n",
       "      <td>5.053643</td>\n",
       "      <td>6.852920</td>\n",
       "      <td>-1.751781</td>\n",
       "      <td>-0.699333</td>\n",
       "      <td>-3.713076</td>\n",
       "      <td>3.662494</td>\n",
       "      <td>-0.692975</td>\n",
       "      <td>4.346288</td>\n",
       "      <td>1.382596</td>\n",
       "      <td>-2.498449</td>\n",
       "      <td>1.709463</td>\n",
       "      <td>5.655731</td>\n",
       "      <td>5.099801</td>\n",
       "      <td>2.095054</td>\n",
       "      <td>5.078497</td>\n",
       "      <td>5.490686</td>\n",
       "      <td>4.332113</td>\n",
       "      <td>-1.915308</td>\n",
       "      <td>7.441933</td>\n",
       "      <td>1.984656</td>\n",
       "      <td>-2.224076</td>\n",
       "      <td>3.211588</td>\n",
       "      <td>0.223113</td>\n",
       "      <td>-3.739533</td>\n",
       "      <td>-0.681981</td>\n",
       "      <td>-5.267722</td>\n",
       "      <td>5.411156</td>\n",
       "      <td>3.828150</td>\n",
       "      <td>5.733966</td>\n",
       "      <td>2.104726</td>\n",
       "      <td>7.987636</td>\n",
       "      <td>0.455879</td>\n",
       "      <td>-1.780669</td>\n",
       "      <td>6.839115</td>\n",
       "      <td>1.281834</td>\n",
       "      <td>4.238239</td>\n",
       "      <td>2.625541</td>\n",
       "      <td>-1.994448</td>\n",
       "      <td>4.877534</td>\n",
       "      <td>7.529851</td>\n",
       "      <td>0.749475</td>\n",
       "      <td>8.325409</td>\n",
       "      <td>7.059572</td>\n",
       "      <td>4.286560</td>\n",
       "      <td>0.945542</td>\n",
       "      <td>2.526243</td>\n",
       "      <td>0.450432</td>\n",
       "      <td>-1.070174</td>\n",
       "      <td>2.024992</td>\n",
       "      <td>2.178776</td>\n",
       "      <td>3.557430</td>\n",
       "      <td>3.100741</td>\n",
       "      <td>7.817740</td>\n",
       "      <td>3.176580</td>\n",
       "      <td>-1.429582</td>\n",
       "      <td>-0.827739</td>\n",
       "      <td>-2.976717</td>\n",
       "      <td>6.061248</td>\n",
       "      <td>3.149841</td>\n",
       "      <td>-1.658271</td>\n",
       "      <td>2.019667</td>\n",
       "      <td>0.607339</td>\n",
       "      <td>2.902934</td>\n",
       "      <td>2.667774</td>\n",
       "      <td>2.163438</td>\n",
       "      <td>0.858824</td>\n",
       "      <td>1.003253</td>\n",
       "      <td>-1.983492</td>\n",
       "      <td>-0.887397</td>\n",
       "      <td>3.163847</td>\n",
       "      <td>-1.000317</td>\n",
       "      <td>-2.604685</td>\n",
       "      <td>-5.156555</td>\n",
       "      <td>7.238915</td>\n",
       "      <td>2.023872</td>\n",
       "      <td>-1.461012</td>\n",
       "      <td>3.812605</td>\n",
       "      <td>4.717766</td>\n",
       "      <td>1.890870</td>\n",
       "      <td>1.228609</td>\n",
       "      <td>1.028568</td>\n",
       "      <td>-2.061089</td>\n",
       "      <td>-5.526460</td>\n",
       "      <td>2.671692</td>\n",
       "      <td>1.497148</td>\n",
       "      <td>1.448853</td>\n",
       "      <td>2.185486</td>\n",
       "      <td>1.528935</td>\n",
       "      <td>-5.662091</td>\n",
       "      <td>-0.374505</td>\n",
       "      <td>-0.868369</td>\n",
       "      <td>4.332984</td>\n",
       "      <td>5.150779</td>\n",
       "      <td>3.743299</td>\n",
       "      <td>-0.667097</td>\n",
       "      <td>3.359468</td>\n",
       "      <td>-2.731926</td>\n",
       "      <td>-2.887931</td>\n",
       "      <td>-3.093506</td>\n",
       "      <td>-0.633837</td>\n",
       "      <td>-0.146746</td>\n",
       "      <td>5.285866</td>\n",
       "      <td>0.347830</td>\n",
       "      <td>2.593302</td>\n",
       "      <td>3.802019</td>\n",
       "      <td>3.316438</td>\n",
       "      <td>1.883315</td>\n",
       "      <td>-3.646197</td>\n",
       "      <td>3.951180</td>\n",
       "      <td>-0.339165</td>\n",
       "      <td>-2.841073</td>\n",
       "      <td>3.293244</td>\n",
       "      <td>6.151565</td>\n",
       "      <td>4.194113</td>\n",
       "      <td>-8.070249</td>\n",
       "      <td>3.137867</td>\n",
       "      <td>-0.303719</td>\n",
       "      <td>2.745715</td>\n",
       "      <td>-0.736056</td>\n",
       "      <td>0.618335</td>\n",
       "      <td>3.843601</td>\n",
       "      <td>3.863211</td>\n",
       "      <td>1.837595</td>\n",
       "      <td>-6.082532</td>\n",
       "      <td>-3.284141</td>\n",
       "      <td>-3.658108</td>\n",
       "      <td>5.823940</td>\n",
       "      <td>3.686248</td>\n",
       "      <td>-1.989339</td>\n",
       "      <td>-0.971642</td>\n",
       "      <td>-1.119278</td>\n",
       "      <td>2.015985</td>\n",
       "      <td>2.558430</td>\n",
       "      <td>0.083363</td>\n",
       "      <td>3.856250</td>\n",
       "      <td>3.018395</td>\n",
       "      <td>4.645837</td>\n",
       "      <td>-7.498511</td>\n",
       "      <td>0.002735</td>\n",
       "      <td>-1.139750</td>\n",
       "      <td>0.728671</td>\n",
       "      <td>4.592077</td>\n",
       "      <td>-3.206247</td>\n",
       "      <td>0.736053</td>\n",
       "      <td>3.278849</td>\n",
       "      <td>6.113075</td>\n",
       "      <td>5.466160</td>\n",
       "      <td>-7.129204</td>\n",
       "      <td>0.528558</td>\n",
       "      <td>6.737941</td>\n",
       "      <td>-0.563537</td>\n",
       "      <td>-1.390246</td>\n",
       "      <td>-1.786751</td>\n",
       "      <td>-0.265884</td>\n",
       "      <td>-1.375099</td>\n",
       "      <td>4.115783</td>\n",
       "      <td>-2.312097</td>\n",
       "      <td>0.423460</td>\n",
       "      <td>-0.109723</td>\n",
       "      <td>3.757339</td>\n",
       "      <td>-1.189108</td>\n",
       "      <td>-2.479782</td>\n",
       "      <td>-2.666335</td>\n",
       "      <td>4.747855</td>\n",
       "      <td>1.207854</td>\n",
       "      <td>-1.119618</td>\n",
       "      <td>3.716564</td>\n",
       "      <td>-1.274933</td>\n",
       "      <td>3.573973</td>\n",
       "      <td>4.299138</td>\n",
       "      <td>0.960765</td>\n",
       "      <td>3.249302</td>\n",
       "      <td>-0.805352</td>\n",
       "      <td>5.499209</td>\n",
       "      <td>5.568083</td>\n",
       "      <td>1.431647</td>\n",
       "      <td>-5.558831</td>\n",
       "      <td>1.704549</td>\n",
       "      <td>3.563448</td>\n",
       "      <td>4.406661</td>\n",
       "      <td>2.544153</td>\n",
       "      <td>-2.662235</td>\n",
       "      <td>-7.818154</td>\n",
       "      <td>0.445975</td>\n",
       "      <td>1.941533</td>\n",
       "      <td>-2.685576</td>\n",
       "      <td>4.868522</td>\n",
       "      <td>-0.634991</td>\n",
       "      <td>-1.036263</td>\n",
       "      <td>-0.161891</td>\n",
       "      <td>-0.236603</td>\n",
       "      <td>4.439731</td>\n",
       "      <td>4.356390</td>\n",
       "      <td>-2.349621</td>\n",
       "      <td>1.960587</td>\n",
       "      <td>-0.160352</td>\n",
       "      <td>1.491367</td>\n",
       "      <td>-2.031341</td>\n",
       "      <td>3.499012</td>\n",
       "      <td>0.123606</td>\n",
       "      <td>2.053238</td>\n",
       "      <td>2.470160</td>\n",
       "      <td>-2.581488</td>\n",
       "      <td>1.103632</td>\n",
       "      <td>1.393625</td>\n",
       "      <td>0.715528</td>\n",
       "      <td>2.026441</td>\n",
       "      <td>2.907986</td>\n",
       "      <td>0.355076</td>\n",
       "      <td>8.148250</td>\n",
       "      <td>-0.173537</td>\n",
       "      <td>-0.581352</td>\n",
       "      <td>2.089645</td>\n",
       "      <td>2.060537</td>\n",
       "      <td>0.670550</td>\n",
       "      <td>3.449977</td>\n",
       "      <td>-5.092365</td>\n",
       "      <td>14</td>\n",
       "      <td>0.914954</td>\n",
       "      <td>-4.611794</td>\n",
       "      <td>-0.562625</td>\n",
       "      <td>0.368476</td>\n",
       "      <td>-1.424371</td>\n",
       "      <td>-0.839539</td>\n",
       "      <td>3.077699</td>\n",
       "      <td>0.258642</td>\n",
       "      <td>-1.165467</td>\n",
       "      <td>-0.370691</td>\n",
       "      <td>-1.140560</td>\n",
       "      <td>2.890013</td>\n",
       "      <td>0.192717</td>\n",
       "      <td>1.907910</td>\n",
       "      <td>-2.455971</td>\n",
       "      <td>5.049129</td>\n",
       "      <td>1.690390</td>\n",
       "      <td>2.874067</td>\n",
       "      <td>-0.145289</td>\n",
       "      <td>0.237293</td>\n",
       "      <td>-2.753123</td>\n",
       "      <td>2.690196</td>\n",
       "      <td>1.885321</td>\n",
       "      <td>1.224366</td>\n",
       "      <td>0.848775</td>\n",
       "      <td>0.484100</td>\n",
       "      <td>-2.539619</td>\n",
       "      <td>1.122150</td>\n",
       "      <td>7.454844</td>\n",
       "      <td>5.423641</td>\n",
       "      <td>4.156338</td>\n",
       "      <td>-0.940691</td>\n",
       "      <td>2.901778</td>\n",
       "      <td>-3.139586</td>\n",
       "      <td>1.474995</td>\n",
       "      <td>-2.715451</td>\n",
       "      <td>1.471928</td>\n",
       "      <td>5.831035</td>\n",
       "      <td>3.697988</td>\n",
       "      <td>2.150646</td>\n",
       "      <td>2.652325</td>\n",
       "      <td>4.007267</td>\n",
       "      <td>-3.257041</td>\n",
       "      <td>-0.155443</td>\n",
       "      <td>0.664556</td>\n",
       "      <td>-0.915242</td>\n",
       "      <td>3.892579</td>\n",
       "      <td>-1.270869</td>\n",
       "      <td>2.017450</td>\n",
       "      <td>-0.896529</td>\n",
       "      <td>5.381949</td>\n",
       "      <td>-1.445353</td>\n",
       "      <td>2.495949</td>\n",
       "      <td>2.338984</td>\n",
       "      <td>0.384039</td>\n",
       "      <td>-1.175854</td>\n",
       "      <td>-1.292882</td>\n",
       "      <td>-0.215675</td>\n",
       "      <td>5.192283</td>\n",
       "      <td>-0.886239</td>\n",
       "      <td>2.585510</td>\n",
       "      <td>-0.874500</td>\n",
       "      <td>5.566388</td>\n",
       "      <td>-0.942374</td>\n",
       "      <td>-0.412728</td>\n",
       "      <td>9.088422</td>\n",
       "      <td>1.242160</td>\n",
       "      <td>0.544879</td>\n",
       "      <td>5.674730</td>\n",
       "      <td>3.967106</td>\n",
       "      <td>0.998812</td>\n",
       "      <td>3.552331</td>\n",
       "      <td>2.255813</td>\n",
       "      <td>-2.115100</td>\n",
       "      <td>-5.060784</td>\n",
       "      <td>2.836595</td>\n",
       "      <td>-1.181074</td>\n",
       "      <td>5.086914</td>\n",
       "      <td>-2.764359</td>\n",
       "      <td>3.290393</td>\n",
       "      <td>-2.808935</td>\n",
       "      <td>3.426580</td>\n",
       "      <td>0.030932</td>\n",
       "      <td>1.039674</td>\n",
       "      <td>1.926752</td>\n",
       "      <td>-7.391407</td>\n",
       "      <td>4.366669</td>\n",
       "      <td>-1.103857</td>\n",
       "      <td>3.551088</td>\n",
       "      <td>4.183282</td>\n",
       "      <td>-0.483540</td>\n",
       "      <td>-1.483628</td>\n",
       "      <td>3.204617</td>\n",
       "      <td>3.412018</td>\n",
       "      <td>-2.548148</td>\n",
       "      <td>-6.338778</td>\n",
       "      <td>2.240250</td>\n",
       "      <td>5.207281</td>\n",
       "      <td>2.531602</td>\n",
       "      <td>0.326147</td>\n",
       "      <td>-1.280030</td>\n",
       "      <td>1.970672</td>\n",
       "      <td>4.462500</td>\n",
       "      <td>10.668659</td>\n",
       "      <td>0.668933</td>\n",
       "      <td>-1.675961</td>\n",
       "      <td>1.998018</td>\n",
       "      <td>0.523397</td>\n",
       "      <td>-0.641125</td>\n",
       "      <td>-2.484532</td>\n",
       "      <td>4.405429</td>\n",
       "      <td>3.705313</td>\n",
       "      <td>-1.090404</td>\n",
       "      <td>1.258307</td>\n",
       "      <td>3.744227</td>\n",
       "      <td>-1.556768</td>\n",
       "      <td>6.868178</td>\n",
       "      <td>0.052965</td>\n",
       "      <td>6.119050</td>\n",
       "      <td>1.231936</td>\n",
       "      <td>-1.546445</td>\n",
       "      <td>-4.315208</td>\n",
       "      <td>5.330199</td>\n",
       "      <td>3.578967</td>\n",
       "      <td>5.931946</td>\n",
       "      <td>-1.483748</td>\n",
       "      <td>-2.774374</td>\n",
       "      <td>0.707723</td>\n",
       "      <td>0.275912</td>\n",
       "      <td>1.486802</td>\n",
       "      <td>-0.459531</td>\n",
       "      <td>-10.801120</td>\n",
       "      <td>-1.427643</td>\n",
       "      <td>-3.277548</td>\n",
       "      <td>0.233058</td>\n",
       "      <td>-0.915909</td>\n",
       "      <td>0.880503</td>\n",
       "      <td>2.735404</td>\n",
       "      <td>-0.745261</td>\n",
       "      <td>-1.862454</td>\n",
       "      <td>2.986216</td>\n",
       "      <td>-2.413876</td>\n",
       "      <td>-0.196393</td>\n",
       "      <td>-2.734310</td>\n",
       "      <td>0.392107</td>\n",
       "      <td>-0.546127</td>\n",
       "      <td>4.077652</td>\n",
       "      <td>2.306231</td>\n",
       "      <td>0.584113</td>\n",
       "      <td>-5.646641</td>\n",
       "      <td>0.134342</td>\n",
       "      <td>0.806992</td>\n",
       "      <td>-2.781998</td>\n",
       "      <td>2.739580</td>\n",
       "      <td>-5.830375</td>\n",
       "      <td>-0.141284</td>\n",
       "      <td>1.305394</td>\n",
       "      <td>1.611754</td>\n",
       "      <td>-4.712925</td>\n",
       "      <td>-0.132248</td>\n",
       "      <td>-0.877038</td>\n",
       "      <td>0.813020</td>\n",
       "      <td>-1.906375</td>\n",
       "      <td>1.625660</td>\n",
       "      <td>2.091688</td>\n",
       "      <td>11.246400</td>\n",
       "      <td>3.829524</td>\n",
       "      <td>-0.191327</td>\n",
       "      <td>0.070028</td>\n",
       "      <td>-2.193704</td>\n",
       "      <td>-0.260750</td>\n",
       "      <td>0.670131</td>\n",
       "      <td>-0.423347</td>\n",
       "      <td>6.419916</td>\n",
       "      <td>4.268378</td>\n",
       "      <td>2.112945</td>\n",
       "      <td>-0.755631</td>\n",
       "      <td>-2.893051</td>\n",
       "      <td>-0.712993</td>\n",
       "      <td>1.038946</td>\n",
       "      <td>0.425662</td>\n",
       "      <td>1.887079</td>\n",
       "      <td>-3.722140</td>\n",
       "      <td>0.502666</td>\n",
       "      <td>-3.568188</td>\n",
       "      <td>0.544870</td>\n",
       "      <td>-3.643941</td>\n",
       "      <td>-0.481579</td>\n",
       "      <td>0.855593</td>\n",
       "      <td>-1.170199</td>\n",
       "      <td>-2.230313</td>\n",
       "      <td>-2.870714</td>\n",
       "      <td>4.010974</td>\n",
       "      <td>1.651735</td>\n",
       "      <td>-2.760305</td>\n",
       "      <td>5.067146</td>\n",
       "      <td>4.064785</td>\n",
       "      <td>1.162992</td>\n",
       "      <td>2.021777</td>\n",
       "      <td>4.930243</td>\n",
       "      <td>11.111701</td>\n",
       "      <td>-2.319213</td>\n",
       "      <td>2.438935</td>\n",
       "      <td>-3.619239</td>\n",
       "      <td>-1.298187</td>\n",
       "      <td>-2.335934</td>\n",
       "      <td>-0.055672</td>\n",
       "      <td>3.788407</td>\n",
       "      <td>1.428083</td>\n",
       "      <td>0.684361</td>\n",
       "      <td>1.340433</td>\n",
       "      <td>-1.360233</td>\n",
       "      <td>1.485266</td>\n",
       "      <td>-0.542662</td>\n",
       "      <td>4.037721</td>\n",
       "      <td>-1.368942</td>\n",
       "      <td>3.185331</td>\n",
       "      <td>-2.410094</td>\n",
       "      <td>-3.004246</td>\n",
       "      <td>-5.056021</td>\n",
       "      <td>4.571954</td>\n",
       "      <td>-0.862539</td>\n",
       "      <td>0.079671</td>\n",
       "      <td>3.034091</td>\n",
       "      <td>-2.382229</td>\n",
       "      <td>6.794409</td>\n",
       "      <td>0.729670</td>\n",
       "      <td>-4.426589</td>\n",
       "      <td>1.199050</td>\n",
       "      <td>5.553775</td>\n",
       "      <td>1.575710</td>\n",
       "      <td>-3.497864</td>\n",
       "      <td>1.762353</td>\n",
       "      <td>7.462574</td>\n",
       "      <td>3.246233</td>\n",
       "      <td>2.348895</td>\n",
       "      <td>4.600994</td>\n",
       "      <td>-1.567677</td>\n",
       "      <td>-0.422090</td>\n",
       "      <td>3.992570</td>\n",
       "      <td>4.712038</td>\n",
       "      <td>7.269630</td>\n",
       "      <td>-5.856658</td>\n",
       "      <td>0.670574</td>\n",
       "      <td>-0.872236</td>\n",
       "      <td>2.445502</td>\n",
       "      <td>3.053594</td>\n",
       "      <td>5.433297</td>\n",
       "      <td>-2.190672</td>\n",
       "      <td>-3.031371</td>\n",
       "      <td>-0.709679</td>\n",
       "      <td>5.965722</td>\n",
       "      <td>3.460782</td>\n",
       "      <td>1.331573</td>\n",
       "      <td>4.068963</td>\n",
       "      <td>5.440717</td>\n",
       "      <td>3.928968</td>\n",
       "      <td>1.701919</td>\n",
       "      <td>-0.593961</td>\n",
       "      <td>4.344291</td>\n",
       "      <td>4.542715</td>\n",
       "      <td>1.992380</td>\n",
       "      <td>-3.888075</td>\n",
       "      <td>0.616313</td>\n",
       "      <td>-0.806867</td>\n",
       "      <td>-0.458330</td>\n",
       "      <td>3.330752</td>\n",
       "      <td>-1.910358</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       Unnamed: 0            Activity  angle(X,gravityMean)  \\\n",
       "2331         2331  WALKING_DOWNSTAIRS             -1.573357   \n",
       "1262         1262              LAYING             -1.548333   \n",
       "9457         9457    WALKING_UPSTAIRS             -1.568669   \n",
       "10061       10061  WALKING_DOWNSTAIRS             -1.569172   \n",
       "\n",
       "       angle(Y,gravityMean)  angle(Z,gravityMean)  \\\n",
       "2331              -0.811134             -2.447201   \n",
       "1262              -0.139628             -2.380889   \n",
       "9457              -0.612620             -2.488338   \n",
       "10061             -0.886931             -2.480339   \n",
       "\n",
       "       angle(tBodyAccJerkMean),gravityMean)  angle(tBodyAccMean,gravity)  \\\n",
       "2331                              -1.992087                     0.640254   \n",
       "1262                              -1.915239                     0.067613   \n",
       "9457                              -1.751117                     0.218134   \n",
       "10061                             -1.782007                    -0.496139   \n",
       "\n",
       "       angle(tBodyGyroJerkMean,gravityMean)  angle(tBodyGyroMean,gravityMean)  \\\n",
       "2331                               1.332653                          2.262235   \n",
       "1262                              -0.887342                          6.007361   \n",
       "9457                               0.280294                          7.953403   \n",
       "10061                             -2.415565                          2.363434   \n",
       "\n",
       "       energy-mean()  fBodyAcc-bandsEnergy()-1,16  \\\n",
       "2331             NaN                    -0.039618   \n",
       "1262       -5.793913                     3.621984   \n",
       "9457       -0.679894                     2.512880   \n",
       "10061     -11.824021                     2.219897   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-1,16.1  fBodyAcc-bandsEnergy()-1,16.2  \\\n",
       "2331                        5.181462                       2.645388   \n",
       "1262                        6.158630                       2.495276   \n",
       "9457                        5.740178                       2.803435   \n",
       "10061                       4.999603                       2.829852   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-1,24  fBodyAcc-bandsEnergy()-1,24.1  \\\n",
       "2331                      4.868724                       0.393927   \n",
       "1262                      5.776843                       3.314383   \n",
       "9457                      5.484726                       2.102368   \n",
       "10061                     5.416255                      -0.084326   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-1,24.2  fBodyAcc-bandsEnergy()-1,8  \\\n",
       "2331                       -1.354456                         NaN   \n",
       "1262                       -1.352860                   -1.537483   \n",
       "9457                       -1.355854                   -1.416568   \n",
       "10061                      -1.356148                   -1.340578   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-1,8.1  fBodyAcc-bandsEnergy()-1,8.2  \\\n",
       "2331                            NaN                      8.376857   \n",
       "1262                       2.845718                      8.618923   \n",
       "9457                       2.527046                      8.046001   \n",
       "10061                      2.312226                      8.093437   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-17,24  fBodyAcc-bandsEnergy()-17,24.1  \\\n",
       "2331                      -2.066904                        4.990428   \n",
       "1262                      -2.232214                        5.378175   \n",
       "9457                      -1.986672                        5.284168   \n",
       "10061                     -2.021517                        5.040044   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-17,24.2  fBodyAcc-bandsEnergy()-17,32  \\\n",
       "2331                         3.547675                      1.892052   \n",
       "1262                         3.998898                      1.879989   \n",
       "9457                         3.598328                      1.892567   \n",
       "10061                        3.493972                      1.890325   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-17,32.1  fBodyAcc-bandsEnergy()-17,32.2  \\\n",
       "2331                         1.571813                       -1.994518   \n",
       "1262                         1.372814                       -2.169002   \n",
       "9457                         1.417711                       -2.027475   \n",
       "10061                        1.530241                       -1.968776   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-25,32  fBodyAcc-bandsEnergy()-25,32.1  \\\n",
       "2331                       0.358694                        2.632117   \n",
       "1262                       0.485317                        2.957325   \n",
       "9457                       0.436458                        2.908602   \n",
       "10061                      0.455298                        2.818606   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-25,32.2  fBodyAcc-bandsEnergy()-25,48  \\\n",
       "2331                         5.784216                      2.029372   \n",
       "1262                         5.841023                      2.974139   \n",
       "9457                         5.819734                      2.551773   \n",
       "10061                        5.766608                      2.605273   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-25,48.1  fBodyAcc-bandsEnergy()-25,48.2  \\\n",
       "2331                        -1.666788                       -5.375599   \n",
       "1262                        -1.775050                       -5.600164   \n",
       "9457                        -1.756530                       -5.503246   \n",
       "10061                       -1.673828                       -5.253188   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-33,40  fBodyAcc-bandsEnergy()-33,40.1  \\\n",
       "2331                      12.916535                        1.695685   \n",
       "1262                      13.743085                        1.726239   \n",
       "9457                      13.251491                        1.714753   \n",
       "10061                     13.061971                        1.618131   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-33,40.2  fBodyAcc-bandsEnergy()-33,48  \\\n",
       "2331                              NaN                      3.009899   \n",
       "1262                        -0.505341                      4.256780   \n",
       "9457                        -0.552312                      3.566532   \n",
       "10061                       -0.748857                      3.437114   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-33,48.1  fBodyAcc-bandsEnergy()-33,48.2  \\\n",
       "2331                         0.793920                        0.633599   \n",
       "1262                         0.957134                        0.831419   \n",
       "9457                         0.922455                        0.726768   \n",
       "10061                        0.642772                        0.445994   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-41,48  fBodyAcc-bandsEnergy()-41,48.1  \\\n",
       "2331                       1.512047                       -3.635563   \n",
       "1262                       2.640759                       -2.999393   \n",
       "9457                       2.081277                       -3.081267   \n",
       "10061                      2.163298                       -3.698996   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-41,48.2  fBodyAcc-bandsEnergy()-49,56  \\\n",
       "2331                         3.067788                      2.538045   \n",
       "1262                         3.359696                      2.868557   \n",
       "9457                         3.140684                      2.684137   \n",
       "10061                        2.964054                      2.832624   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-49,56.1  fBodyAcc-bandsEnergy()-49,56.2  \\\n",
       "2331                        -1.230528                        3.608001   \n",
       "1262                        -1.236481                        3.396905   \n",
       "9457                        -1.235737                        3.630928   \n",
       "10061                       -1.234285                        3.908960   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-49,64  fBodyAcc-bandsEnergy()-49,64.1  \\\n",
       "2331                      -1.662761                        8.187629   \n",
       "1262                      -1.352769                        8.803784   \n",
       "9457                      -1.549710                        8.709075   \n",
       "10061                     -1.376792                        8.632508   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-49,64.2  fBodyAcc-bandsEnergy()-57,64  \\\n",
       "2331                              NaN                     -5.646778   \n",
       "1262                         3.408530                     -5.544029   \n",
       "9457                         3.331663                     -5.624891   \n",
       "10061                        3.174720                     -5.545699   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-57,64.1  fBodyAcc-bandsEnergy()-57,64.2  \\\n",
       "2331                         6.264899                        9.446257   \n",
       "1262                         6.409734                        9.486347   \n",
       "9457                         6.374807                        9.473232   \n",
       "10061                        6.409598                        8.785331   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-9,16  fBodyAcc-bandsEnergy()-9,16.1  \\\n",
       "2331                      0.826804                      -1.542662   \n",
       "1262                      1.853771                      -3.099264   \n",
       "9457                      0.768741                      -2.787746   \n",
       "10061                     0.837445                      -0.924577   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-9,16.2  fBodyAcc-energy()-X  \\\n",
       "2331                        1.081806             3.213590   \n",
       "1262                        0.993782             6.102219   \n",
       "9457                        1.097242             5.164649   \n",
       "10061                       1.204241             4.957980   \n",
       "\n",
       "       fBodyAcc-energy()-Y  fBodyAcc-energy()-Z  fBodyAcc-entropy()-X  \\\n",
       "2331              0.292307            -6.427883             -3.883391   \n",
       "1262             -0.563555            -6.474598             -0.666409   \n",
       "9457             -0.213678            -6.389757             -3.478711   \n",
       "10061             0.426378            -6.379201             -3.642630   \n",
       "\n",
       "       fBodyAcc-entropy()-Y  fBodyAcc-entropy()-Z  fBodyAcc-iqr()-X  \\\n",
       "2331               0.805503             -0.571669         -2.009051   \n",
       "1262               4.140608              2.037371         -1.927990   \n",
       "9457               1.130900             -0.439289         -1.965806   \n",
       "10061              0.319215             -0.622363         -2.023604   \n",
       "\n",
       "       fBodyAcc-iqr()-Y  fBodyAcc-iqr()-Z  fBodyAcc-kurtosis()-X  \\\n",
       "2331           3.885973          2.628911               6.882315   \n",
       "1262           6.552575          2.892260               6.634191   \n",
       "9457           5.633187          2.680726               7.388468   \n",
       "10061          3.651458          2.670057               7.183514   \n",
       "\n",
       "       fBodyAcc-kurtosis()-Y  fBodyAcc-kurtosis()-Z  fBodyAcc-mad()-X  \\\n",
       "2331                7.824767              -0.404045          1.500106   \n",
       "1262                7.864118              -0.381233          2.524349   \n",
       "9457                7.873536              -0.416824          1.935732   \n",
       "10061               8.097852              -0.449428          1.840436   \n",
       "\n",
       "       fBodyAcc-mad()-Y  fBodyAcc-mad()-Z  fBodyAcc-main()-X  \\\n",
       "2331          -3.256244          3.056134           5.720331   \n",
       "1262          -2.760826          4.169293           5.851475   \n",
       "9457          -3.075055          2.653589           5.941206   \n",
       "10061         -3.346970          2.735197           6.117424   \n",
       "\n",
       "       fBodyAcc-main()-Y  fBodyAcc-main()-Z  fBodyAcc-max()-X  \\\n",
       "2331            2.129236          -2.589727          5.371966   \n",
       "1262            1.022473           0.283737          5.244106   \n",
       "9457            1.969677           1.747470          5.297821   \n",
       "10061           2.072405           2.355974          5.312313   \n",
       "\n",
       "       fBodyAcc-max()-Y  fBodyAcc-max()-Z  fBodyAcc-maxInds-X  \\\n",
       "2331           4.442095          0.465704            3.735764   \n",
       "1262           6.606042          0.510324            3.705847   \n",
       "9457           5.299352          0.455411            3.735764   \n",
       "10061          4.885177          0.438966            3.728285   \n",
       "\n",
       "       fBodyAcc-maxInds-Y  fBodyAcc-maxInds-Z  fBodyAcc-mean()-X  \\\n",
       "2331             2.182145            0.464380          -7.093368   \n",
       "1262             2.097024            0.259861          -7.605039   \n",
       "9457             1.884223            0.464380          -7.291138   \n",
       "10061            2.182145            0.362120          -7.268412   \n",
       "\n",
       "       fBodyAcc-mean()-Y  fBodyAcc-mean()-Z  fBodyAcc-meanFreq()-X  \\\n",
       "2331           -0.315479           7.051128              -3.379406   \n",
       "1262           -1.026274           6.347764              -3.680471   \n",
       "9457           -0.623965           7.141304              -4.166525   \n",
       "10061          -0.243929           7.256860              -3.316369   \n",
       "\n",
       "       fBodyAcc-meanFreq()-Y  fBodyAcc-meanFreq()-Z  fBodyAcc-min()-X  \\\n",
       "2331                4.022122              -1.923514         -0.091809   \n",
       "1262                3.200299              -2.008311         -0.201614   \n",
       "9457                4.666893              -1.886313         -0.105111   \n",
       "10061               4.300010              -1.924997         -0.039128   \n",
       "\n",
       "       fBodyAcc-min()-Y  fBodyAcc-min()-Z  fBodyAcc-skewness()-X  \\\n",
       "2331           2.377712          3.472464              -0.472931   \n",
       "1262           3.158938          3.511681              -0.536331   \n",
       "9457           2.883141          3.452733              -0.228654   \n",
       "10061          3.156338          3.369991              -0.315705   \n",
       "\n",
       "       fBodyAcc-skewness()-Y  fBodyAcc-skewness()-Z  fBodyAcc-sma()  \\\n",
       "2331                4.557949               6.894118       -1.851297   \n",
       "1262                4.756959               6.917766       -0.783616   \n",
       "9457                4.572307               6.872288       -1.531423   \n",
       "10061               5.053643               6.852920       -1.751781   \n",
       "\n",
       "       fBodyAcc-std()-X  fBodyAcc-std()-Y  fBodyAcc-std()-Z  \\\n",
       "2331          -1.642310         -3.562687          3.859776   \n",
       "1262           0.755296         -1.283612          4.217478   \n",
       "9457          -0.537596         -2.784092          3.677794   \n",
       "10061         -0.699333         -3.713076          3.662494   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-1,16  fBodyAccJerk-bandsEnergy()-1,16.1  \\\n",
       "2331                         -1.035828                           5.134550   \n",
       "1262                         -0.221541                           6.388699   \n",
       "9457                         -0.816047                           6.013833   \n",
       "10061                        -0.692975                           4.346288   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-1,16.2  fBodyAccJerk-bandsEnergy()-1,24  \\\n",
       "2331                            1.162540                        -2.574839   \n",
       "1262                            0.816863                        -2.333582   \n",
       "9457                            1.273835                        -2.522064   \n",
       "10061                           1.382596                        -2.498449   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-1,24.1  fBodyAccJerk-bandsEnergy()-1,24.2  \\\n",
       "2331                            1.909324                           5.813584   \n",
       "1262                            2.392237                           6.400168   \n",
       "9457                            2.255950                           5.799727   \n",
       "10061                           1.709463                           5.655731   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-1,8  fBodyAccJerk-bandsEnergy()-1,8.1  \\\n",
       "2331                         3.670607                          2.084823   \n",
       "1262                         5.566188                          2.644645   \n",
       "9457                         5.208193                          2.488196   \n",
       "10061                        5.099801                          2.095054   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-1,8.2  fBodyAccJerk-bandsEnergy()-17,24  \\\n",
       "2331                           5.171398                          5.801655   \n",
       "1262                           5.246462                          6.226318   \n",
       "9457                           5.113046                          5.676311   \n",
       "10061                          5.078497                          5.490686   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-17,24.1  fBodyAccJerk-bandsEnergy()-17,24.2  \\\n",
       "2331                             4.313998                           -1.919941   \n",
       "1262                             4.612417                           -1.784138   \n",
       "9457                             4.539204                           -1.889719   \n",
       "10061                            4.332113                           -1.915308   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-17,32  fBodyAccJerk-bandsEnergy()-17,32.1  \\\n",
       "2331                                NaN                            1.939252   \n",
       "1262                           7.269256                            2.193711   \n",
       "9457                           7.395249                            2.136318   \n",
       "10061                          7.441933                            1.984656   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-17,32.2  fBodyAccJerk-bandsEnergy()-25,32  \\\n",
       "2331                            -2.223934                          2.663102   \n",
       "1262                            -2.220568                          3.711723   \n",
       "9457                            -2.222886                          3.378711   \n",
       "10061                           -2.224076                          3.211588   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-25,32.1  fBodyAccJerk-bandsEnergy()-25,32.2  \\\n",
       "2331                            -0.028420                           -3.725699   \n",
       "1262                             0.495257                           -3.674710   \n",
       "9457                             0.403711                           -3.696273   \n",
       "10061                            0.223113                           -3.739533   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-25,48  fBodyAccJerk-bandsEnergy()-25,48.1  \\\n",
       "2331                          -1.071492                           -5.284463   \n",
       "1262                           0.049267                           -5.364367   \n",
       "9457                          -0.323548                           -5.351103   \n",
       "10061                         -0.681981                           -5.267722   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-25,48.2  fBodyAccJerk-bandsEnergy()-33,40  \\\n",
       "2331                             5.488382                          3.905634   \n",
       "1262                             5.692990                          3.693251   \n",
       "9457                             5.588746                          3.746008   \n",
       "10061                            5.411156                          3.828150   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-33,40.1  fBodyAccJerk-bandsEnergy()-33,40.2  \\\n",
       "2331                             6.031152                            2.143172   \n",
       "1262                             6.132173                            2.192577   \n",
       "9457                             6.090586                            2.167196   \n",
       "10061                            5.733966                            2.104726   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-33,48  fBodyAccJerk-bandsEnergy()-33,48.1  \\\n",
       "2331                           7.971215                           -0.070433   \n",
       "1262                           8.041994                           -0.627548   \n",
       "9457                           8.017748                           -0.540306   \n",
       "10061                          7.987636                            0.455879   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-33,48.2  fBodyAccJerk-bandsEnergy()-41,48  \\\n",
       "2331                            -1.777551                          6.897263   \n",
       "1262                            -1.771271                          7.568584   \n",
       "9457                            -1.775080                          7.186974   \n",
       "10061                           -1.780669                          6.839115   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-41,48.1  fBodyAccJerk-bandsEnergy()-41,48.2  \\\n",
       "2331                             1.566377                            4.243527   \n",
       "1262                             3.040102                            4.321599   \n",
       "9457                             2.950797                            4.263220   \n",
       "10061                            1.281834                            4.238239   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-49,56  fBodyAccJerk-bandsEnergy()-49,56.1  \\\n",
       "2331                           2.626306                           -1.869348   \n",
       "1262                           2.630429                           -2.273497   \n",
       "9457                           2.626456                           -2.223707   \n",
       "10061                          2.625541                           -1.994448   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-49,56.2  fBodyAccJerk-bandsEnergy()-49,64  \\\n",
       "2331                             4.825857                          7.578746   \n",
       "1262                             5.129630                          7.727894   \n",
       "9457                             4.812592                          7.582895   \n",
       "10061                            4.877534                          7.529851   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-49,64.1  fBodyAccJerk-bandsEnergy()-49,64.2  \\\n",
       "2331                             0.768310                            8.288586   \n",
       "1262                             0.714333                            8.560393   \n",
       "9457                             0.720532                            8.267096   \n",
       "10061                            0.749475                            8.325409   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-57,64  fBodyAccJerk-bandsEnergy()-57,64.1  \\\n",
       "2331                           7.383261                                 NaN   \n",
       "1262                           7.385266                            4.286263   \n",
       "9457                           7.363456                            4.286284   \n",
       "10061                          7.059572                            4.286560   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-57,64.2  fBodyAccJerk-bandsEnergy()-9,16  \\\n",
       "2331                             1.103611                         2.525605   \n",
       "1262                             1.108423                         2.361653   \n",
       "9457                             0.941045                         2.594619   \n",
       "10061                            0.945542                         2.526243   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-9,16.1  fBodyAccJerk-bandsEnergy()-9,16.2  \\\n",
       "2331                            0.754061                          -1.046291   \n",
       "1262                            1.126580                          -0.988070   \n",
       "9457                            1.013145                          -1.055049   \n",
       "10061                           0.450432                          -1.070174   \n",
       "\n",
       "       fBodyAccJerk-energy()-X  fBodyAccJerk-energy()-Y  \\\n",
       "2331                  2.123899                 2.221274   \n",
       "1262                  1.812217                 2.338379   \n",
       "9457                  2.029892                 2.308206   \n",
       "10061                 2.024992                 2.178776   \n",
       "\n",
       "       fBodyAccJerk-energy()-Z  fBodyAccJerk-entropy()-X  \\\n",
       "2331                  3.669471                  2.972285   \n",
       "1262                  4.060225                  4.031658   \n",
       "9457                  3.710199                  3.099106   \n",
       "10061                 3.557430                  3.100741   \n",
       "\n",
       "       fBodyAccJerk-entropy()-Y  fBodyAccJerk-entropy()-Z  \\\n",
       "2331                   7.616414                  3.099471   \n",
       "1262                   5.929388                  2.033065   \n",
       "9457                   7.214172                  3.075605   \n",
       "10061                  7.817740                  3.176580   \n",
       "\n",
       "       fBodyAccJerk-iqr()-X  fBodyAccJerk-iqr()-Y  fBodyAccJerk-iqr()-Z  \\\n",
       "2331              -1.431020             -0.831968             -2.999918   \n",
       "1262              -1.407442             -0.843170             -2.265656   \n",
       "9457              -1.420899             -0.837506             -2.843167   \n",
       "10061             -1.429582             -0.827739             -2.976717   \n",
       "\n",
       "       fBodyAccJerk-kurtosis()-X  fBodyAccJerk-kurtosis()-Y  \\\n",
       "2331                    6.079134                   3.031849   \n",
       "1262                    6.253864                   3.201634   \n",
       "9457                    5.899551                   3.125515   \n",
       "10061                   6.061248                   3.149841   \n",
       "\n",
       "       fBodyAccJerk-kurtosis()-Z  fBodyAccJerk-mad()-X  fBodyAccJerk-mad()-Y  \\\n",
       "2331                   -1.436979              1.752819              0.631027   \n",
       "1262                   -1.206971              3.155528              0.702403   \n",
       "9457                   -2.299295              2.024028              0.665726   \n",
       "10061                  -1.658271              2.019667              0.607339   \n",
       "\n",
       "       fBodyAccJerk-mad()-Z  fBodyAccJerk-max()-X  fBodyAccJerk-max()-Y  \\\n",
       "2331               3.125162              2.596201              2.206506   \n",
       "1262               4.583136              3.102603              1.714682   \n",
       "9457               3.192845              2.638094              1.905332   \n",
       "10061              2.902934              2.667774              2.163438   \n",
       "\n",
       "       fBodyAccJerk-max()-Z  fBodyAccJerk-maxInds-X  fBodyAccJerk-maxInds-Y  \\\n",
       "2331               0.859579                0.822745               -1.606473   \n",
       "1262               0.862456                1.770414               -2.800367   \n",
       "9457               0.858502                1.183762               -1.857819   \n",
       "10061              0.858824                1.003253               -1.983492   \n",
       "\n",
       "       fBodyAccJerk-maxInds-Z  fBodyAccJerk-mean()-X  fBodyAccJerk-mean()-Y  \\\n",
       "2331                -0.547146               2.926444              -0.663396   \n",
       "1262                -0.036770               4.652675               1.747315   \n",
       "9457                -0.433729               3.393216               0.616804   \n",
       "10061               -0.887397               3.163847              -1.000317   \n",
       "\n",
       "       fBodyAccJerk-mean()-Z  fBodyAccJerk-meanFreq()-X  \\\n",
       "2331               -2.495417                  -5.741928   \n",
       "1262               -1.646547                  -4.669095   \n",
       "9457               -2.409713                  -5.765179   \n",
       "10061              -2.604685                  -5.156555   \n",
       "\n",
       "       fBodyAccJerk-meanFreq()-Y  fBodyAccJerk-meanFreq()-Z  \\\n",
       "2331                    7.040553                   1.656704   \n",
       "1262                    6.707423                  -0.062291   \n",
       "9457                    7.463903                   2.221075   \n",
       "10061                   7.238915                   2.023872   \n",
       "\n",
       "       fBodyAccJerk-min()-X  fBodyAccJerk-min()-Y  fBodyAccJerk-min()-Z  \\\n",
       "2331              -2.357811              3.826851              5.675229   \n",
       "1262              -2.413675              3.486686              5.827569   \n",
       "9457              -2.182861              3.571536              4.846465   \n",
       "10061             -1.461012              3.812605              4.717766   \n",
       "\n",
       "       fBodyAccJerk-skewness()-X  fBodyAccJerk-skewness()-Y  \\\n",
       "2331                    1.850085                   1.045240   \n",
       "1262                    2.764357                   1.384233   \n",
       "9457                    0.883240                   1.162607   \n",
       "10061                   1.890870                   1.228609   \n",
       "\n",
       "       fBodyAccJerk-skewness()-Z  fBodyAccJerk-sma()  fBodyAccJerk-std()-X  \\\n",
       "2331                    1.419726           -2.048791             -5.956918   \n",
       "1262                    1.816396           -0.677895             -4.063730   \n",
       "9457                    0.335823           -1.622017             -5.817531   \n",
       "10061                   1.028568           -2.061089             -5.526460   \n",
       "\n",
       "       fBodyAccJerk-std()-Y  fBodyAccJerk-std()-Z  fBodyAccMag-energy()  \\\n",
       "2331               2.250474              1.618575              1.085098   \n",
       "1262               0.303414              2.333802              2.649517   \n",
       "9457               1.293797              1.616815              2.121302   \n",
       "10061              2.671692              1.497148              1.448853   \n",
       "\n",
       "       fBodyAccMag-entropy()  fBodyAccMag-iqr()  fBodyAccMag-kurtosis()  \\\n",
       "2331                2.201655           3.003241               -5.649847   \n",
       "1262                3.631422           5.202383               -5.663983   \n",
       "9457                2.325352           3.588403               -5.630087   \n",
       "10061               2.185486           1.528935               -5.662091   \n",
       "\n",
       "       fBodyAccMag-mad()  fBodyAccMag-max()  fBodyAccMag-maxInds  \\\n",
       "2331           -0.689204          -0.692429             4.187429   \n",
       "1262            2.642219          -1.666924             4.216540   \n",
       "9457            0.851388          -1.111811             4.303873   \n",
       "10061          -0.374505          -0.868369             4.332984   \n",
       "\n",
       "       fBodyAccMag-mean()  fBodyAccMag-meanFreq()  fBodyAccMag-min()  \\\n",
       "2331             4.956676                3.676205          -1.021349   \n",
       "1262             7.496709                3.023339          -0.491013   \n",
       "9457             5.965342                3.585501          -0.544361   \n",
       "10061            5.150779                3.743299          -0.667097   \n",
       "\n",
       "       fBodyAccMag-skewness()  fBodyAccMag-sma()  fBodyAccMag-std()  \\\n",
       "2331                 3.178891          -2.621930          -3.297655   \n",
       "1262                 3.266611          -4.061341          -0.806943   \n",
       "9457                 3.106676          -3.193530          -2.166122   \n",
       "10061                3.359468          -2.731926          -2.887931   \n",
       "\n",
       "       fBodyBodyAccJerkMag-energy()  fBodyBodyAccJerkMag-entropy()  \\\n",
       "2331                      -3.061091                      -0.989035   \n",
       "1262                      -3.397844                       3.384840   \n",
       "9457                      -3.254165                      -0.083882   \n",
       "10061                     -3.093506                      -0.633837   \n",
       "\n",
       "       fBodyBodyAccJerkMag-iqr()  fBodyBodyAccJerkMag-kurtosis()  \\\n",
       "2331                   -0.472471                        5.001320   \n",
       "1262                    0.831079                        5.004606   \n",
       "9457                    0.123777                        4.773807   \n",
       "10061                  -0.146746                        5.285866   \n",
       "\n",
       "       fBodyBodyAccJerkMag-mad()  fBodyBodyAccJerkMag-max()  \\\n",
       "2331                    0.126682                   2.727864   \n",
       "1262                    3.609597                   3.759265   \n",
       "9457                    1.423954                   3.246766   \n",
       "10061                   0.347830                   2.593302   \n",
       "\n",
       "       fBodyBodyAccJerkMag-maxInds  fBodyBodyAccJerkMag-mean()  \\\n",
       "2331                      3.785432                    3.315110   \n",
       "1262                      3.851783                    3.335892   \n",
       "9457                      3.785432                    3.322065   \n",
       "10061                     3.802019                    3.316438   \n",
       "\n",
       "       fBodyBodyAccJerkMag-meanFreq()  fBodyBodyAccJerkMag-min()  \\\n",
       "2331                         1.762537                  -3.217649   \n",
       "1262                         1.626759                  -3.117232   \n",
       "9457                         1.581575                  -3.435327   \n",
       "10061                        1.883315                  -3.646197   \n",
       "\n",
       "       fBodyBodyAccJerkMag-skewness()  fBodyBodyAccJerkMag-sma()  \\\n",
       "2331                         4.694449                  -0.377041   \n",
       "1262                         4.794609                   0.215926   \n",
       "9457                         5.291073                  -0.178600   \n",
       "10061                        3.951180                  -0.339165   \n",
       "\n",
       "       fBodyBodyAccJerkMag-std()  fBodyBodyGyroJerkMag-energy()  \\\n",
       "2331                   -2.835068                       3.406109   \n",
       "1262                   -3.011841                       3.488250   \n",
       "9457                   -2.906000                       3.375793   \n",
       "10061                  -2.841073                       3.293244   \n",
       "\n",
       "       fBodyBodyGyroJerkMag-entropy()  fBodyBodyGyroJerkMag-iqr()  \\\n",
       "2331                         5.953020                    4.202969   \n",
       "1262                         4.975350                    4.216227   \n",
       "9457                         6.078433                    4.195149   \n",
       "10061                        6.151565                    4.194113   \n",
       "\n",
       "       fBodyBodyGyroJerkMag-kurtosis()  fBodyBodyGyroJerkMag-mad()  \\\n",
       "2331                         -7.745398                    3.509914   \n",
       "1262                         -7.638667                    4.014304   \n",
       "9457                         -7.585011                    3.343821   \n",
       "10061                        -8.070249                    3.137867   \n",
       "\n",
       "       fBodyBodyGyroJerkMag-max()  fBodyBodyGyroJerkMag-maxInds  \\\n",
       "2331                     0.296175                      2.148891   \n",
       "1262                     0.821619                      2.984444   \n",
       "9457                     0.221712                      2.865079   \n",
       "10061                   -0.303719                      2.745715   \n",
       "\n",
       "       fBodyBodyGyroJerkMag-mean()  fBodyBodyGyroJerkMag-meanFreq()  \\\n",
       "2331                     -0.603177                         0.375132   \n",
       "1262                     -0.329539                         0.449008   \n",
       "9457                     -0.649755                         0.498336   \n",
       "10061                    -0.736056                         0.618335   \n",
       "\n",
       "       fBodyBodyGyroJerkMag-min()  fBodyBodyGyroJerkMag-skewness()  \\\n",
       "2331                     4.200162                         4.285016   \n",
       "1262                     4.585055                         4.490590   \n",
       "9457                     4.101001                         4.645377   \n",
       "10061                    3.843601                         3.863211   \n",
       "\n",
       "       fBodyBodyGyroJerkMag-sma()  fBodyBodyGyroJerkMag-std()  \\\n",
       "2331                     2.222856                   -6.054721   \n",
       "1262                     3.016223                   -6.017739   \n",
       "9457                     2.087811                   -6.062388   \n",
       "10061                    1.837595                   -6.082532   \n",
       "\n",
       "       fBodyBodyGyroMag-energy()  fBodyBodyGyroMag-entropy()  \\\n",
       "2331                   -3.036784                   -3.173163   \n",
       "1262                   -2.928068                   -1.048438   \n",
       "9457                   -3.224253                   -3.504957   \n",
       "10061                  -3.284141                   -3.658108   \n",
       "\n",
       "       fBodyBodyGyroMag-iqr()  fBodyBodyGyroMag-kurtosis()  \\\n",
       "2331                 6.160152                     3.678779   \n",
       "1262                 6.771715                     3.717390   \n",
       "9457                 6.067481                     3.676513   \n",
       "10061                5.823940                     3.686248   \n",
       "\n",
       "       fBodyBodyGyroMag-mad()  fBodyBodyGyroMag-max()  \\\n",
       "2331                -1.092409               -0.665051   \n",
       "1262                -0.050659               -0.406950   \n",
       "9457                -1.910403               -0.812114   \n",
       "10061               -1.989339               -0.971642   \n",
       "\n",
       "       fBodyBodyGyroMag-maxInds  fBodyBodyGyroMag-mean()  \\\n",
       "2331                  -3.291346                 1.828435   \n",
       "1262                  -1.453442                 1.598720   \n",
       "9457                  -1.787607                 1.949084   \n",
       "10061                 -1.119278                 2.015985   \n",
       "\n",
       "       fBodyBodyGyroMag-meanFreq()  fBodyBodyGyroMag-min()  \\\n",
       "2331                      2.326815                0.269056   \n",
       "1262                      2.388574                0.270106   \n",
       "9457                      2.732502                0.207822   \n",
       "10061                     2.558430                0.083363   \n",
       "\n",
       "       fBodyBodyGyroMag-skewness()  fBodyBodyGyroMag-sma()  \\\n",
       "2331                      3.774256                3.277374   \n",
       "1262                      4.227694                3.594577   \n",
       "9457                      3.804790                3.110777   \n",
       "10061                     3.856250                3.018395   \n",
       "\n",
       "       fBodyBodyGyroMag-std()  fBodyGyro-bandsEnergy()-1,16  \\\n",
       "2331                 4.742949                     -7.398129   \n",
       "1262                 4.845153                     -7.684289   \n",
       "9457                 4.653310                     -7.238026   \n",
       "10061                4.645837                     -7.498511   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-1,16.1  fBodyGyro-bandsEnergy()-1,16.2  \\\n",
       "2331                        -0.156982                        0.672757   \n",
       "1262                        -0.230862                        1.416294   \n",
       "9457                         0.037156                        0.064803   \n",
       "10061                        0.002735                       -1.139750   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-1,24  fBodyGyro-bandsEnergy()-1,24.1  \\\n",
       "2331                       0.622100                        4.674851   \n",
       "1262                       0.941181                        4.717186   \n",
       "9457                       0.450137                        4.576701   \n",
       "10061                      0.728671                        4.592077   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-1,24.2  fBodyGyro-bandsEnergy()-1,8  \\\n",
       "2331                        -3.901182                     0.730394   \n",
       "1262                        -4.198803                     0.744295   \n",
       "9457                        -3.679342                     0.721291   \n",
       "10061                       -3.206247                     0.736053   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-1,8.1  fBodyGyro-bandsEnergy()-1,8.2  \\\n",
       "2331                        3.513942                       6.745777   \n",
       "1262                        3.688543                       7.215415   \n",
       "9457                        3.123459                       6.203401   \n",
       "10061                       3.278849                       6.113075   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-17,24  fBodyGyro-bandsEnergy()-17,24.1  \\\n",
       "2331                        5.566388                        -7.105869   \n",
       "1262                        5.761194                        -7.056729   \n",
       "9457                        5.663707                        -7.110895   \n",
       "10061                       5.466160                        -7.129204   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-17,24.2  fBodyGyro-bandsEnergy()-17,32  \\\n",
       "2331                          0.702027                       6.822395   \n",
       "1262                          0.927953                       6.994817   \n",
       "9457                          0.782762                       6.910385   \n",
       "10061                         0.528558                       6.737941   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-17,32.1  fBodyGyro-bandsEnergy()-17,32.2  \\\n",
       "2331                         -0.520859                        -1.228857   \n",
       "1262                         -0.434058                        -1.013321   \n",
       "9457                         -0.514409                        -1.136383   \n",
       "10061                        -0.563537                        -1.390246   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-25,32  fBodyGyro-bandsEnergy()-25,32.1  \\\n",
       "2331                       -1.855333                        -0.257407   \n",
       "1262                       -2.010972                        -0.242084   \n",
       "9457                       -1.938091                        -0.246364   \n",
       "10061                      -1.786751                        -0.265884   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-25,32.2  fBodyGyro-bandsEnergy()-25,48  \\\n",
       "2331                         -1.298299                       4.165614   \n",
       "1262                         -1.184590                       4.224652   \n",
       "9457                         -1.218094                       4.195739   \n",
       "10061                        -1.375099                       4.115783   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-25,48.1  fBodyGyro-bandsEnergy()-25,48.2  \\\n",
       "2331                         -2.291314                         0.605776   \n",
       "1262                         -2.246387                         0.788886   \n",
       "9457                         -2.264869                         0.697001   \n",
       "10061                        -2.312097                         0.423460   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-33,40  fBodyGyro-bandsEnergy()-33,40.1  \\\n",
       "2331                       -0.171191                         3.762789   \n",
       "1262                       -0.209061                         3.800483   \n",
       "9457                       -0.194313                         3.771277   \n",
       "10061                      -0.109723                         3.757339   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-33,40.2  fBodyGyro-bandsEnergy()-33,48  \\\n",
       "2331                         -1.152642                      -2.469483   \n",
       "1262                         -1.131816                      -2.462503   \n",
       "9457                         -1.151710                      -2.466155   \n",
       "10061                        -1.189108                      -2.479782   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-33,48.1  fBodyGyro-bandsEnergy()-33,48.2  \\\n",
       "2331                               NaN                         4.887829   \n",
       "1262                         -2.577247                         4.964281   \n",
       "9457                         -2.627354                         4.884614   \n",
       "10061                        -2.666335                         4.747855   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-41,48  fBodyGyro-bandsEnergy()-41,48.1  \\\n",
       "2331                        1.210817                        -1.125323   \n",
       "1262                        1.213895                        -1.136531   \n",
       "9457                        1.210855                        -1.130226   \n",
       "10061                       1.207854                        -1.119618   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-41,48.2  fBodyGyro-bandsEnergy()-49,56  \\\n",
       "2331                          3.854649                      -1.393436   \n",
       "1262                          3.921895                      -0.905905   \n",
       "9457                          3.835570                      -1.128311   \n",
       "10061                         3.716564                      -1.274933   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-49,56.1  fBodyGyro-bandsEnergy()-49,56.2  \\\n",
       "2331                          3.710772                         4.332415   \n",
       "1262                          3.828895                         4.396510   \n",
       "9457                          3.778372                         4.210057   \n",
       "10061                         3.573973                         4.299138   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-49,64  fBodyGyro-bandsEnergy()-49,64.1  \\\n",
       "2331                        0.975356                         3.326806   \n",
       "1262                        1.260694                         3.383138   \n",
       "9457                        1.123475                         3.358860   \n",
       "10061                       0.960765                         3.249302   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-49,64.2  fBodyGyro-bandsEnergy()-57,64  \\\n",
       "2331                         -0.771214                       5.604663   \n",
       "1262                         -0.679974                       5.774523   \n",
       "9457                         -1.039703                       5.684709   \n",
       "10061                        -0.805352                       5.499209   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-57,64.1  fBodyGyro-bandsEnergy()-57,64.2  \\\n",
       "2331                          5.555462                         1.426865   \n",
       "1262                          5.555349                         1.493518   \n",
       "9457                          5.555584                         1.018926   \n",
       "10061                         5.568083                         1.431647   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-9,16  fBodyGyro-bandsEnergy()-9,16.1  \\\n",
       "2331                      -5.554484                        1.797650   \n",
       "1262                      -5.906854                        1.808963   \n",
       "9457                      -5.559443                        1.734979   \n",
       "10061                     -5.558831                        1.704549   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-9,16.2  fBodyGyro-energy()-X  \\\n",
       "2331                         7.294230              4.363343   \n",
       "1262                         7.928841              4.501284   \n",
       "9457                         7.450688              4.291842   \n",
       "10061                        3.563448              4.406661   \n",
       "\n",
       "       fBodyGyro-energy()-Y  fBodyGyro-energy()-Z  fBodyGyro-entropy()-X  \\\n",
       "2331               3.301183                   NaN              -7.481051   \n",
       "1262               3.702659             -1.781960              -4.949319   \n",
       "9457               2.425835             -2.240504              -7.433773   \n",
       "10061              2.544153             -2.662235              -7.818154   \n",
       "\n",
       "       fBodyGyro-entropy()-Y  fBodyGyro-entropy()-Z  fBodyGyro-iqr()-X  \\\n",
       "2331                0.406554               1.896621          -2.331803   \n",
       "1262                2.500894               1.548775          -1.804103   \n",
       "9457                0.482803               1.832419          -2.290027   \n",
       "10061               0.445975               1.941533          -2.685576   \n",
       "\n",
       "       fBodyGyro-iqr()-Y  fBodyGyro-iqr()-Z  fBodyGyro-kurtosis()-X  \\\n",
       "2331            4.955736                NaN               -0.891354   \n",
       "1262            5.777439          -1.513160               -0.857015   \n",
       "9457            4.605241          -1.235590               -1.737662   \n",
       "10061           4.868522          -0.634991               -1.036263   \n",
       "\n",
       "       fBodyGyro-kurtosis()-Y  fBodyGyro-kurtosis()-Z  fBodyGyro-mad()-X  \\\n",
       "2331                 1.008598                0.186095           4.272282   \n",
       "1262                 0.944838                0.055589           5.273926   \n",
       "9457                 1.024552               -0.363553           4.121743   \n",
       "10061               -0.161891               -0.236603           4.439731   \n",
       "\n",
       "       fBodyGyro-mad()-Y  fBodyGyro-mad()-Z  fBodyGyro-max()-X  \\\n",
       "2331            4.659867          -1.309943           1.846992   \n",
       "1262            5.084621           0.139852           2.720252   \n",
       "9457            4.232439          -1.622865           1.168444   \n",
       "10061           4.356390          -2.349621           1.960587   \n",
       "\n",
       "       fBodyGyro-max()-Y  fBodyGyro-max()-Z  fBodyGyro-maxInds-X  \\\n",
       "2331           -0.107082                NaN            -2.031341   \n",
       "1262           -0.067700           2.566368            -2.731691   \n",
       "9457           -0.145311           1.729258            -2.031341   \n",
       "10061          -0.160352           1.491367            -2.031341   \n",
       "\n",
       "       fBodyGyro-maxInds-Y  fBodyGyro-maxInds-Z  fBodyGyro-mean()-X  \\\n",
       "2331              3.524637             0.404524            2.079985   \n",
       "1262              3.486200             0.544982            1.465659   \n",
       "9457              3.499012             1.106817            2.082325   \n",
       "10061             3.499012             0.123606            2.053238   \n",
       "\n",
       "       fBodyGyro-mean()-Y  fBodyGyro-mean()-Z  fBodyGyro-meanFreq()-X  \\\n",
       "2331             2.491624           -3.701556                0.774345   \n",
       "1262             2.531127           -5.514689                1.252910   \n",
       "9457             2.470419           -3.498200                0.437860   \n",
       "10061            2.470160           -2.581488                1.103632   \n",
       "\n",
       "       fBodyGyro-meanFreq()-Y  fBodyGyro-meanFreq()-Z  fBodyGyro-min()-X  \\\n",
       "2331                 1.534972                0.753940           2.205611   \n",
       "1262                 1.477280                0.824848           2.270601   \n",
       "9457                 0.816367                0.696067           2.164741   \n",
       "10061                1.393625                0.715528           2.026441   \n",
       "\n",
       "       fBodyGyro-min()-Y  fBodyGyro-min()-Z  fBodyGyro-skewness()-X  \\\n",
       "2331            3.053044                NaN                8.287696   \n",
       "1262            3.059788           1.140088                8.677305   \n",
       "9457            3.042480          -0.345627                6.352589   \n",
       "10061           2.907986           0.355076                8.148250   \n",
       "\n",
       "       fBodyGyro-skewness()-Y  fBodyGyro-skewness()-Z  fBodyGyro-sma()  \\\n",
       "2331                -0.781792                     NaN         2.440983   \n",
       "1262                -0.690484                0.523788         3.483843   \n",
       "9457                -0.727205               -0.925757         2.227017   \n",
       "10061               -0.173537               -0.581352         2.089645   \n",
       "\n",
       "       fBodyGyro-std()-X  fBodyGyro-std()-Y  fBodyGyro-std()-Z  \\\n",
       "2331            1.674099           0.734653           4.058992   \n",
       "1262            3.302522           0.807615           4.705391   \n",
       "9457            1.148811           0.660377           3.794268   \n",
       "10061           2.060537           0.670550           3.449977   \n",
       "\n",
       "       shadow-gravity-angle()  subject  tBodyAcc-arCoeff()-X,1  \\\n",
       "2331                -9.101396       15                0.847287   \n",
       "1262                -6.150242       28                0.646971   \n",
       "9457                -9.967064        9                1.062574   \n",
       "10061               -5.092365       14                0.914954   \n",
       "\n",
       "       tBodyAcc-arCoeff()-X,2  tBodyAcc-arCoeff()-X,3  tBodyAcc-arCoeff()-X,4  \\\n",
       "2331                -4.562035               -0.426387                0.720694   \n",
       "1262                -4.676896               -0.367154                0.292944   \n",
       "9457                -4.541629               -0.877293               -0.092697   \n",
       "10061               -4.611794               -0.562625                0.368476   \n",
       "\n",
       "       tBodyAcc-arCoeff()-Y,1  tBodyAcc-arCoeff()-Y,2  tBodyAcc-arCoeff()-Y,3  \\\n",
       "2331                -1.610940                     NaN                2.887984   \n",
       "1262                -1.975735               -0.837377                3.293587   \n",
       "9457                -0.596892               -0.867071                3.148748   \n",
       "10061               -1.424371               -0.839539                3.077699   \n",
       "\n",
       "       tBodyAcc-arCoeff()-Y,4  tBodyAcc-arCoeff()-Z,1  tBodyAcc-arCoeff()-Z,2  \\\n",
       "2331                 0.351457               -1.420786               -0.342760   \n",
       "1262                 0.146611               -2.154289               -0.313237   \n",
       "9457                 0.401338               -1.251619               -0.331688   \n",
       "10061                0.258642               -1.165467               -0.370691   \n",
       "\n",
       "       tBodyAcc-arCoeff()-Z,3  tBodyAcc-arCoeff()-Z,4  \\\n",
       "2331                -2.217526                3.134825   \n",
       "1262                -2.092560                2.852399   \n",
       "9457                -2.955360                3.219113   \n",
       "10061               -1.140560                2.890013   \n",
       "\n",
       "       tBodyAcc-correlation()-X,Y  tBodyAcc-correlation()-X,Z  \\\n",
       "2331                     0.205335                    2.268653   \n",
       "1262                     0.268362                    2.180088   \n",
       "9457                     0.255628                    2.141045   \n",
       "10061                    0.192717                    1.907910   \n",
       "\n",
       "       tBodyAcc-correlation()-Y,Z  tBodyAcc-energy()-X  tBodyAcc-energy()-Y  \\\n",
       "2331                    -2.703008             4.250230                  NaN   \n",
       "1262                    -2.834193             5.575877             1.882485   \n",
       "9457                    -2.586600             5.146982             1.814248   \n",
       "10061                   -2.455971             5.049129             1.690390   \n",
       "\n",
       "       tBodyAcc-energy()-Z  tBodyAcc-entropy()-X  tBodyAcc-entropy()-Y  \\\n",
       "2331                   NaN             -0.121906              0.264698   \n",
       "1262              4.201274              0.137460              1.645988   \n",
       "9457              3.020656             -0.165324              0.458077   \n",
       "10061             2.874067             -0.145289              0.237293   \n",
       "\n",
       "       tBodyAcc-entropy()-Z  tBodyAcc-iqr()-X  tBodyAcc-iqr()-Y  \\\n",
       "2331              -2.695211          2.474905          1.904956   \n",
       "1262              -2.425766          3.003237          2.536043   \n",
       "9457              -2.753788          2.693488          1.940215   \n",
       "10061             -2.753123          2.690196          1.885321   \n",
       "\n",
       "       tBodyAcc-iqr()-Z  tBodyAcc-mad()-X  tBodyAcc-mad()-Y  tBodyAcc-mad()-Z  \\\n",
       "2331           1.714775               NaN          0.475225         -2.529076   \n",
       "1262           2.627335          1.689827          0.069843         -2.505892   \n",
       "9457           1.451441          0.891455          0.349577         -2.537595   \n",
       "10061          1.224366          0.848775          0.484100         -2.539619   \n",
       "\n",
       "       tBodyAcc-max()-X  tBodyAcc-max()-Y  tBodyAcc-max()-Z  \\\n",
       "2331           1.296685          6.609813          5.565249   \n",
       "1262          -0.082896          5.666376          4.473304   \n",
       "9457           0.826578          6.548291          5.702230   \n",
       "10061          1.122150          7.454844          5.423641   \n",
       "\n",
       "       tBodyAcc-mean()-X  tBodyAcc-mean()-Y  tBodyAcc-mean()-Z  \\\n",
       "2331            3.834438          -0.985657           2.871550   \n",
       "1262            3.922214          -0.946887           2.876148   \n",
       "9457            3.990053          -0.902530           2.853683   \n",
       "10061           4.156338          -0.940691           2.901778   \n",
       "\n",
       "       tBodyAcc-min()-X  tBodyAcc-min()-Y  tBodyAcc-min()-Z  tBodyAcc-sma()  \\\n",
       "2331          -2.843563          1.423570         -3.256616        0.727703   \n",
       "1262          -3.360747          1.153891         -4.485939        4.866320   \n",
       "9457          -3.126604          1.274217         -3.058762        1.893081   \n",
       "10061         -3.139586          1.474995         -2.715451        1.471928   \n",
       "\n",
       "       tBodyAcc-std()-X  tBodyAcc-std()-Y  tBodyAcc-std()-Z  \\\n",
       "2331           5.524010          3.711377          2.556787   \n",
       "1262           6.331799          3.883619          3.456453   \n",
       "9457           5.880477          3.775318          2.227671   \n",
       "10061          5.831035          3.697988          2.150646   \n",
       "\n",
       "       tBodyAccJerk-arCoeff()-X,1  tBodyAccJerk-arCoeff()-X,2  \\\n",
       "2331                     2.769822                    4.014894   \n",
       "1262                     2.424555                    3.905999   \n",
       "9457                     2.662510                    4.098383   \n",
       "10061                    2.652325                    4.007267   \n",
       "\n",
       "       tBodyAccJerk-arCoeff()-X,3  tBodyAccJerk-arCoeff()-X,4  \\\n",
       "2331                    -3.274866                   -0.172009   \n",
       "1262                    -3.223367                   -0.278032   \n",
       "9457                    -3.224472                   -0.151536   \n",
       "10061                   -3.257041                   -0.155443   \n",
       "\n",
       "       tBodyAccJerk-arCoeff()-Y,1  tBodyAccJerk-arCoeff()-Y,2  \\\n",
       "2331                     0.859324                   -0.242464   \n",
       "1262                     0.946148                   -1.055238   \n",
       "9457                     0.437048                   -1.107547   \n",
       "10061                    0.664556                   -0.915242   \n",
       "\n",
       "       tBodyAccJerk-arCoeff()-Y,3  tBodyAccJerk-arCoeff()-Y,4  \\\n",
       "2331                     4.912529                   -1.112581   \n",
       "1262                     4.286921                   -1.104940   \n",
       "9457                     4.179145                   -1.154012   \n",
       "10061                    3.892579                   -1.270869   \n",
       "\n",
       "       tBodyAccJerk-arCoeff()-Z,1  tBodyAccJerk-arCoeff()-Z,2  \\\n",
       "2331                     2.051560                   -0.623540   \n",
       "1262                     2.097019                   -0.821650   \n",
       "9457                     2.038707                   -0.261613   \n",
       "10061                    2.017450                   -0.896529   \n",
       "\n",
       "       tBodyAccJerk-arCoeff()-Z,3  tBodyAccJerk-arCoeff()-Z,4  \\\n",
       "2331                     3.719336                   -1.144223   \n",
       "1262                     3.918717                   -1.979967   \n",
       "9457                     3.936533                   -1.422624   \n",
       "10061                    5.381949                   -1.445353   \n",
       "\n",
       "       tBodyAccJerk-correlation()-X,Y  tBodyAccJerk-correlation()-X,Z  \\\n",
       "2331                         2.144652                        2.248148   \n",
       "1262                         1.917634                        2.279193   \n",
       "9457                         2.096867                        2.287817   \n",
       "10061                        2.495949                        2.338984   \n",
       "\n",
       "       tBodyAccJerk-correlation()-Y,Z  tBodyAccJerk-energy()-X  \\\n",
       "2331                        -0.254340                -1.360055   \n",
       "1262                        -0.831620                -0.781670   \n",
       "9457                         1.211172                -1.185627   \n",
       "10061                        0.384039                -1.175854   \n",
       "\n",
       "       tBodyAccJerk-energy()-Y  tBodyAccJerk-energy()-Z  \\\n",
       "2331                 -1.140562                -0.244926   \n",
       "1262                 -0.720621                -0.346219   \n",
       "9457                 -0.828856                -0.255496   \n",
       "10061                -1.292882                -0.215675   \n",
       "\n",
       "       tBodyAccJerk-entropy()-X  tBodyAccJerk-entropy()-Y  \\\n",
       "2331                   5.500512                 -0.484597   \n",
       "1262                   7.811678                  1.361791   \n",
       "9457                   5.226031                 -0.426499   \n",
       "10061                  5.192283                 -0.886239   \n",
       "\n",
       "       tBodyAccJerk-entropy()-Z  tBodyAccJerk-iqr()-X  tBodyAccJerk-iqr()-Y  \\\n",
       "2331                   2.645302             -0.547214              6.590030   \n",
       "1262                   3.170754             -1.577267              9.079273   \n",
       "9457                   2.601252             -0.539708              7.269410   \n",
       "10061                  2.585510             -0.874500              5.566388   \n",
       "\n",
       "       tBodyAccJerk-iqr()-Z  tBodyAccJerk-mad()-X  tBodyAccJerk-mad()-Y  \\\n",
       "2331                    NaN             -0.343864              9.047021   \n",
       "1262              -1.086137             -0.652460              8.875076   \n",
       "9457              -0.967497             -0.377586              8.969070   \n",
       "10061             -0.942374             -0.412728              9.088422   \n",
       "\n",
       "       tBodyAccJerk-mad()-Z  tBodyAccJerk-max()-X  tBodyAccJerk-max()-Y  \\\n",
       "2331               1.355195              0.639420              5.637123   \n",
       "1262               1.840743             -0.116540              7.199729   \n",
       "9457               1.349310              0.226785              6.737850   \n",
       "10061              1.242160              0.544879              5.674730   \n",
       "\n",
       "       tBodyAccJerk-max()-Z  tBodyAccJerk-mean()-X  tBodyAccJerk-mean()-Y  \\\n",
       "2331               3.914933               0.029016               3.501818   \n",
       "1262               4.764261               0.782550               3.540643   \n",
       "9457               4.102412               1.396476               3.512594   \n",
       "10061              3.967106               0.998812               3.552331   \n",
       "\n",
       "       tBodyAccJerk-mean()-Z  tBodyAccJerk-min()-X  tBodyAccJerk-min()-Y  \\\n",
       "2331                1.700457             -2.123406             -5.961787   \n",
       "1262                1.812028             -2.238920             -8.204220   \n",
       "9457                1.801041             -2.098353             -6.997091   \n",
       "10061               2.255813             -2.115100             -5.060784   \n",
       "\n",
       "       tBodyAccJerk-min()-Z  tBodyAccJerk-sma()  tBodyAccJerk-std()-X  \\\n",
       "2331                    NaN           -1.166119              4.824572   \n",
       "1262               1.120230            0.158036              6.284308   \n",
       "9457               2.614850           -0.922635              5.072585   \n",
       "10061              2.836595           -1.181074              5.086914   \n",
       "\n",
       "       tBodyAccJerk-std()-Y  tBodyAccJerk-std()-Z  tBodyAccJerkMag-arCoeff()1  \\\n",
       "2331              -2.436228              3.368373                   -2.848122   \n",
       "1262              -0.557388              3.904492                   -2.784927   \n",
       "9457              -1.472494              3.399457                   -2.807022   \n",
       "10061             -2.764359              3.290393                   -2.808935   \n",
       "\n",
       "       tBodyAccJerkMag-arCoeff()2  tBodyAccJerkMag-arCoeff()3  \\\n",
       "2331                     4.983608                    4.038594   \n",
       "1262                     3.571886                    2.340894   \n",
       "9457                     3.813845                    0.595103   \n",
       "10061                    3.426580                    0.030932   \n",
       "\n",
       "       tBodyAccJerkMag-arCoeff()4  tBodyAccJerkMag-energy()  \\\n",
       "2331                     0.926839                  1.914564   \n",
       "1262                     0.947255                  2.120415   \n",
       "9457                     1.471271                  1.993744   \n",
       "10061                    1.039674                  1.926752   \n",
       "\n",
       "       tBodyAccJerkMag-entropy()  tBodyAccJerkMag-iqr()  \\\n",
       "2331                   -7.362743               4.313397   \n",
       "1262                   -4.279098               4.616282   \n",
       "9457                   -7.137213               4.437259   \n",
       "10061                  -7.391407               4.366669   \n",
       "\n",
       "       tBodyAccJerkMag-mad()  tBodyAccJerkMag-max()  tBodyAccJerkMag-mean()  \\\n",
       "2331               -1.447616               3.598530                4.149520   \n",
       "1262                2.421632               4.658470                5.735402   \n",
       "9457                0.064394               3.765722                4.410433   \n",
       "10061              -1.103857               3.551088                4.183282   \n",
       "\n",
       "       tBodyAccJerkMag-min()  tBodyAccJerkMag-sma()  tBodyAccJerkMag-std()  \\\n",
       "2331               -0.508862              -1.530417               3.252119   \n",
       "1262               -0.533316               0.667378               2.332787   \n",
       "9457               -0.487110              -1.168831               2.920422   \n",
       "10061              -0.483540              -1.483628               3.204617   \n",
       "\n",
       "       tBodyAccMag-arCoeff()1  tBodyAccMag-arCoeff()2  tBodyAccMag-arCoeff()3  \\\n",
       "2331                 3.363340               -1.768626               -5.752199   \n",
       "1262                 2.679697               -0.342102               -5.747403   \n",
       "9457                 3.141087               -1.519221               -5.835281   \n",
       "10061                3.412018               -2.548148               -6.338778   \n",
       "\n",
       "       tBodyAccMag-arCoeff()4  tBodyAccMag-energy()  tBodyAccMag-entropy()  \\\n",
       "2331                 2.181493              4.063724               2.518244   \n",
       "1262                 2.145323              7.230399               2.958964   \n",
       "9457                 2.123177              5.832760               2.550997   \n",
       "10061                2.240250              5.207281               2.531602   \n",
       "\n",
       "       tBodyAccMag-iqr()  tBodyAccMag-mad()  tBodyAccMag-max()  \\\n",
       "2331            0.266170          -1.607078           2.353230   \n",
       "1262            0.956167           0.477658           5.722415   \n",
       "9457            0.569753          -0.648997           3.509034   \n",
       "10061           0.326147          -1.280030           1.970672   \n",
       "\n",
       "       tBodyAccMag-mean()  tBodyAccMag-min()  tBodyAccMag-sma()  \\\n",
       "2331             4.733338          10.979177           0.980261   \n",
       "1262             3.573648          11.638369          -0.352799   \n",
       "9457             4.357823          10.861655           0.548608   \n",
       "10061            4.462500          10.668659           0.668933   \n",
       "\n",
       "       tBodyAccMag-std()  tBodyGyro-arCoeff()-X,1  tBodyGyro-arCoeff()-X,2  \\\n",
       "2331           -2.157160                 2.160744                 0.562552   \n",
       "1262            1.623716                 1.641646                 0.654529   \n",
       "9457           -0.530696                 2.310730                 0.575130   \n",
       "10061          -1.675961                 1.998018                 0.523397   \n",
       "\n",
       "       tBodyGyro-arCoeff()-X,3  tBodyGyro-arCoeff()-X,4  \\\n",
       "2331                 -0.636152                -1.669530   \n",
       "1262                 -0.641915                -2.902766   \n",
       "9457                 -0.632132                -0.712840   \n",
       "10061                -0.641125                -2.484532   \n",
       "\n",
       "       tBodyGyro-arCoeff()-Y,1  tBodyGyro-arCoeff()-Y,2  \\\n",
       "2331                  3.989260                 3.660052   \n",
       "1262                  3.925019                 3.647801   \n",
       "9457                  4.892919                 3.754383   \n",
       "10061                 4.405429                 3.705313   \n",
       "\n",
       "       tBodyGyro-arCoeff()-Y,3  tBodyGyro-arCoeff()-Y,4  \\\n",
       "2331                 -0.867962                 1.445784   \n",
       "1262                 -1.057935                 1.186202   \n",
       "9457                 -0.961549                 1.578340   \n",
       "10061                -1.090404                 1.258307   \n",
       "\n",
       "       tBodyGyro-arCoeff()-Z,1  tBodyGyro-arCoeff()-Z,2  \\\n",
       "2331                  3.732614                -1.554125   \n",
       "1262                  3.435330                -1.614722   \n",
       "9457                  3.857801                -1.558994   \n",
       "10061                 3.744227                -1.556768   \n",
       "\n",
       "       tBodyGyro-arCoeff()-Z,3  tBodyGyro-arCoeff()-Z,4  \\\n",
       "2331                  6.908470                 0.002720   \n",
       "1262                  6.695571                 0.087372   \n",
       "9457                  6.458838                 1.395318   \n",
       "10061                 6.868178                 0.052965   \n",
       "\n",
       "       tBodyGyro-correlation()-X,Y  tBodyGyro-correlation()-X,Z  \\\n",
       "2331                      6.024884                     1.226619   \n",
       "1262                      7.142633                     1.239382   \n",
       "9457                      6.393021                     1.185207   \n",
       "10061                     6.119050                     1.231936   \n",
       "\n",
       "       tBodyGyro-correlation()-Y,Z  tBodyGyro-energy()-X  \\\n",
       "2331                     -1.546805             -4.319844   \n",
       "1262                     -1.545762             -4.299884   \n",
       "9457                     -1.547914             -4.335373   \n",
       "10061                    -1.546445             -4.315208   \n",
       "\n",
       "       tBodyGyro-energy()-Y  tBodyGyro-energy()-Z  tBodyGyro-entropy()-X  \\\n",
       "2331               5.664835              4.349352               5.862876   \n",
       "1262               5.836406              4.683852               5.948812   \n",
       "9457               5.288878              4.093345               5.701498   \n",
       "10061              5.330199              3.578967               5.931946   \n",
       "\n",
       "       tBodyGyro-entropy()-Y  tBodyGyro-entropy()-Z  tBodyGyro-iqr()-X  \\\n",
       "2331               -0.791133              -2.767005           0.194536   \n",
       "1262               -1.004332              -2.641935           1.591381   \n",
       "9457               -1.260556              -2.753321          -0.190009   \n",
       "10061              -1.483748              -2.774374           0.707723   \n",
       "\n",
       "       tBodyGyro-iqr()-Y  tBodyGyro-iqr()-Z  tBodyGyro-low()-X  \\\n",
       "2331           -0.345359           0.103186           1.535498   \n",
       "1262           -0.859202          -1.110083          -1.681532   \n",
       "9457            0.233424           0.072143           0.807376   \n",
       "10061           0.275912           1.486802          -0.459531   \n",
       "\n",
       "       tBodyGyro-low()-Y  tBodyGyro-low()-Z  tBodyGyro-mad()-X  \\\n",
       "2331                 NaN          -0.944076          -3.663035   \n",
       "1262            0.770678          -1.692499          -2.276589   \n",
       "9457            2.348018           7.434070          -3.959938   \n",
       "10061         -10.801120          -1.427643          -3.277548   \n",
       "\n",
       "       tBodyGyro-mad()-Y  tBodyGyro-mad()-Z  tBodyGyro-max()-X  \\\n",
       "2331            1.295112          -1.347723          -0.158730   \n",
       "1262            2.481206          -1.845826           1.783924   \n",
       "9457            0.212073          -1.238643          -0.220436   \n",
       "10061           0.233058          -0.915909           0.880503   \n",
       "\n",
       "       tBodyGyro-max()-Y  tBodyGyro-max()-Z  tBodyGyro-mean()-X  \\\n",
       "2331            2.951893          -0.117689           -1.953581   \n",
       "1262            3.352969           0.592563           -2.063205   \n",
       "9457            2.547861          -0.488108           -2.404910   \n",
       "10061           2.735404          -0.745261           -1.862454   \n",
       "\n",
       "       tBodyGyro-mean()-Y  tBodyGyro-mean()-Z  tBodyGyro-min()-X  \\\n",
       "2331             3.165941           -2.120571           0.100829   \n",
       "1262             3.135899           -2.219777           0.431358   \n",
       "9457             3.088970           -1.823719           0.119400   \n",
       "10061            2.986216           -2.413876          -0.196393   \n",
       "\n",
       "       tBodyGyro-min()-Y  tBodyGyro-min()-Z  tBodyGyro-sma()  \\\n",
       "2331           -3.141095          -1.028042        -0.263219   \n",
       "1262           -3.741464          -2.025512         0.487454   \n",
       "9457           -2.666983          -0.531527        -0.623575   \n",
       "10061          -2.734310           0.392107        -0.546127   \n",
       "\n",
       "       tBodyGyro-std()-X  tBodyGyro-std()-Y  tBodyGyro-std()-Z  \\\n",
       "2331            3.802254                NaN           1.136572   \n",
       "1262            5.340579           5.605033           1.789814   \n",
       "9457            3.429869           2.133231           0.925902   \n",
       "10061           4.077652           2.306231           0.584113   \n",
       "\n",
       "       tBodyGyroJerk-arCoeff()-X,1  tBodyGyroJerk-arCoeff()-X,2  \\\n",
       "2331                     -5.674374                     0.182894   \n",
       "1262                     -5.369228                     0.158494   \n",
       "9457                     -5.697222                     0.190121   \n",
       "10061                    -5.646641                     0.134342   \n",
       "\n",
       "       tBodyGyroJerk-arCoeff()-X,3  tBodyGyroJerk-arCoeff()-X,4  \\\n",
       "2331                      1.599147                    -3.039820   \n",
       "1262                      1.511895                    -3.135692   \n",
       "9457                      1.645371                    -2.925603   \n",
       "10061                     0.806992                    -2.781998   \n",
       "\n",
       "       tBodyGyroJerk-arCoeff()-Y,1  tBodyGyroJerk-arCoeff()-Y,2  \\\n",
       "2331                      2.571723                    -5.650604   \n",
       "1262                      2.552480                    -5.513422   \n",
       "9457                      2.877310                    -6.239261   \n",
       "10061                     2.739580                    -5.830375   \n",
       "\n",
       "       tBodyGyroJerk-arCoeff()-Y,3  tBodyGyroJerk-arCoeff()-Y,4  \\\n",
       "2331                     -0.029170                     1.635364   \n",
       "1262                     -0.085770                     1.819893   \n",
       "9457                     -0.210948                     0.708483   \n",
       "10061                    -0.141284                     1.305394   \n",
       "\n",
       "       tBodyGyroJerk-arCoeff()-Z,1  tBodyGyroJerk-arCoeff()-Z,2  \\\n",
       "2331                      1.575605                    -4.483935   \n",
       "1262                      1.235373                    -3.916840   \n",
       "9457                      1.575300                    -3.987243   \n",
       "10061                     1.611754                    -4.712925   \n",
       "\n",
       "       tBodyGyroJerk-arCoeff()-Z,3  tBodyGyroJerk-arCoeff()-Z,4  \\\n",
       "2331                      0.789330                    -1.333725   \n",
       "1262                      1.294605                    -1.408103   \n",
       "9457                      1.980545                    -1.493132   \n",
       "10061                    -0.132248                    -0.877038   \n",
       "\n",
       "       tBodyGyroJerk-correlation()-X,Y  tBodyGyroJerk-correlation()-X,Z  \\\n",
       "2331                          0.871288                        -0.932964   \n",
       "1262                          0.977515                        -1.978058   \n",
       "9457                          1.018689                        -1.135625   \n",
       "10061                         0.813020                        -1.906375   \n",
       "\n",
       "       tBodyGyroJerk-correlation()-Y,Z  tBodyGyroJerk-energy()-X  \\\n",
       "2331                          1.594814                  2.033854   \n",
       "1262                          1.596346                  2.280887   \n",
       "9457                          1.542240                  2.061813   \n",
       "10061                         1.625660                  2.091688   \n",
       "\n",
       "       tBodyGyroJerk-energy()-Y  tBodyGyroJerk-energy()-Z  \\\n",
       "2331                  11.305200                  4.771247   \n",
       "1262                  11.357174                  5.270004   \n",
       "9457                  11.265339                  5.036104   \n",
       "10061                 11.246400                  3.829524   \n",
       "\n",
       "       tBodyGyroJerk-entropy()-X  tBodyGyroJerk-entropy()-Y  \\\n",
       "2331                   -0.189218                   0.156079   \n",
       "1262                   -0.201620                  -0.796255   \n",
       "9457                   -0.186638                  -0.039461   \n",
       "10061                  -0.191327                   0.070028   \n",
       "\n",
       "       tBodyGyroJerk-entropy()-Z  tBodyGyroJerk-iqr()-X  \\\n",
       "2331                   -2.162375              -0.156859   \n",
       "1262                   -2.020348              -0.706189   \n",
       "9457                   -2.195776              -0.003377   \n",
       "10061                  -2.193704              -0.260750   \n",
       "\n",
       "       tBodyGyroJerk-iqr()-Y  tBodyGyroJerk-iqr()-Z  tBodyGyroJerk-mad()-X  \\\n",
       "2331                0.997488              -0.146185               6.277159   \n",
       "1262                1.377601               1.502739               6.952255   \n",
       "9457                0.759826               0.485480               6.290559   \n",
       "10061               0.670131              -0.423347               6.419916   \n",
       "\n",
       "       tBodyGyroJerk-mad()-Y  tBodyGyroJerk-mad()-Z  tBodyGyroJerk-max()-X  \\\n",
       "2331                     NaN               2.751891              -0.830378   \n",
       "1262                4.609599               3.974677              -0.468934   \n",
       "9457                4.336102               3.161309              -0.768054   \n",
       "10061               4.268378               2.112945              -0.755631   \n",
       "\n",
       "       tBodyGyroJerk-max()-Y  tBodyGyroJerk-max()-Z  tBodyGyroJerk-mean()-X  \\\n",
       "2331                     NaN              -0.876857                1.174955   \n",
       "1262               -2.562960              -1.125458                1.116531   \n",
       "9457               -2.886956              -0.942180                1.156491   \n",
       "10061              -2.893051              -0.712993                1.038946   \n",
       "\n",
       "       tBodyGyroJerk-mean()-Y  tBodyGyroJerk-mean()-Z  tBodyGyroJerk-min()-X  \\\n",
       "2331                 0.363359                2.979194              -3.588743   \n",
       "1262                 0.496151                2.328004              -3.438299   \n",
       "9457                 0.567243                1.192297              -3.634010   \n",
       "10061                0.425662                1.887079              -3.722140   \n",
       "\n",
       "       tBodyGyroJerk-min()-Y  tBodyGyroJerk-min()-Z  tBodyGyroJerk-sma()  \\\n",
       "2331                0.555998              -4.344623             0.558087   \n",
       "1262                0.415884              -4.850958             0.593905   \n",
       "9457                0.558622              -4.583356             0.557498   \n",
       "10061               0.502666              -3.568188             0.544870   \n",
       "\n",
       "       tBodyGyroJerk-std()-X  tBodyGyroJerk-std()-Y  tBodyGyroJerk-std()-Z  \\\n",
       "2331                     NaN              -0.516582               0.854272   \n",
       "1262               -4.134095              -0.587106               0.852456   \n",
       "9457               -3.601759              -0.491527               0.853675   \n",
       "10061              -3.643941              -0.481579               0.855593   \n",
       "\n",
       "       tBodyGyroJerkMag-arCoeff()1  tBodyGyroJerkMag-arCoeff()2  \\\n",
       "2331                     -1.112696                    -2.491358   \n",
       "1262                     -1.076854                    -2.527761   \n",
       "9457                     -1.138702                    -2.145136   \n",
       "10061                    -1.170199                    -2.230313   \n",
       "\n",
       "       tBodyGyroJerkMag-arCoeff()3  tBodyGyroJerkMag-arCoeff()4  \\\n",
       "2331                     -2.143820                     3.346503   \n",
       "1262                     -1.912424                     3.446351   \n",
       "9457                     -2.280084                     4.094161   \n",
       "10061                    -2.870714                     4.010974   \n",
       "\n",
       "       tBodyGyroJerkMag-energy()  tBodyGyroJerkMag-entropy()  \\\n",
       "2331                    1.661949                   -2.683181   \n",
       "1262                    1.672549                   -1.899661   \n",
       "9457                    1.660629                   -2.705033   \n",
       "10061                   1.651735                   -2.760305   \n",
       "\n",
       "       tBodyGyroJerkMag-iqr()  tBodyGyroJerkMag-mad()  tBodyGyroJerkMag-max()  \\\n",
       "2331                 5.685826                4.394557                1.315425   \n",
       "1262                 6.662764                4.909306                1.766640   \n",
       "9457                 5.561314                4.323584                1.292338   \n",
       "10061                5.067146                4.064785                1.162992   \n",
       "\n",
       "       tBodyGyroJerkMag-mean()  tBodyGyroJerkMag-min()  \\\n",
       "2331                  2.198962                4.807960   \n",
       "1262                  2.666988                5.963879   \n",
       "9457                  2.187126                4.879087   \n",
       "10061                 2.021777                4.930243   \n",
       "\n",
       "       tBodyGyroJerkMag-sma()  tBodyGyroJerkMag-std()  \\\n",
       "2331                11.306813               -2.443848   \n",
       "1262                11.822192               -2.656659   \n",
       "9457                11.293779               -2.404219   \n",
       "10061               11.111701               -2.319213   \n",
       "\n",
       "       tBodyGyroMag-arCoeff()1  tBodyGyroMag-arCoeff()2  \\\n",
       "2331                  2.452866                -3.657552   \n",
       "1262                  2.529025                -4.143520   \n",
       "9457                  2.404920                -3.429157   \n",
       "10061                 2.438935                -3.619239   \n",
       "\n",
       "       tBodyGyroMag-arCoeff()3  tBodyGyroMag-arCoeff()4  \\\n",
       "2331                 -1.305373                -2.346278   \n",
       "1262                 -1.135395                -2.149391   \n",
       "9457                 -1.324363                -2.314153   \n",
       "10061                -1.298187                -2.335934   \n",
       "\n",
       "       tBodyGyroMag-energy()  tBodyGyroMag-entropy()  tBodyGyroMag-iqr()  \\\n",
       "2331                0.355357                2.397789                 NaN   \n",
       "1262                0.789854                4.260849            0.618933   \n",
       "9457               -0.144296                4.157260            1.302408   \n",
       "10061              -0.055672                3.788407            1.428083   \n",
       "\n",
       "       tBodyGyroMag-mad()  tBodyGyroMag-max()  tBodyGyroMag-mean()  \\\n",
       "2331             1.115296            2.230201            -0.917269   \n",
       "1262             1.764097            3.094181             0.338996   \n",
       "9457             0.762596            1.469321            -1.502168   \n",
       "10061            0.684361            1.340433            -1.360233   \n",
       "\n",
       "       tBodyGyroMag-min()  tBodyGyroMag-sma()  tBodyGyroMag-std()  \\\n",
       "2331             1.521209           -0.804096            4.856169   \n",
       "1262             1.424766           -1.545535            5.780229   \n",
       "9457             1.478686           -0.458893            4.198657   \n",
       "10061            1.485266           -0.542662            4.037721   \n",
       "\n",
       "       tGravityAcc-arCoeff()-X,1  tGravityAcc-arCoeff()-X,2  \\\n",
       "2331                   -1.391622                   3.213717   \n",
       "1262                   -1.256424                   3.152277   \n",
       "9457                   -1.850607                   3.661973   \n",
       "10061                  -1.368942                   3.185331   \n",
       "\n",
       "       tGravityAcc-arCoeff()-X,3  tGravityAcc-arCoeff()-X,4  \\\n",
       "2331                   -2.412077                  -2.950551   \n",
       "1262                   -2.413176                  -2.835542   \n",
       "9457                   -2.434975                  -2.507020   \n",
       "10061                  -2.410094                  -3.004246   \n",
       "\n",
       "       tGravityAcc-arCoeff()-Y,1  tGravityAcc-arCoeff()-Y,2  \\\n",
       "2331                   -5.026412                   4.460530   \n",
       "1262                   -5.049610                   4.599784   \n",
       "9457                   -4.973632                   4.296206   \n",
       "10061                  -5.056021                   4.571954   \n",
       "\n",
       "       tGravityAcc-arCoeff()-Y,3  tGravityAcc-arCoeff()-Y,4  \\\n",
       "2331                   -0.778808                  -0.213543   \n",
       "1262                   -0.928426                   0.491285   \n",
       "9457                   -0.686103                  -0.410167   \n",
       "10061                  -0.862539                   0.079671   \n",
       "\n",
       "       tGravityAcc-arCoeff()-Z,1  tGravityAcc-arCoeff()-Z,2  \\\n",
       "2331                    2.988798                  -2.175390   \n",
       "1262                    2.918113                  -1.873271   \n",
       "9457                    3.041036                  -2.406458   \n",
       "10061                   3.034091                  -2.382229   \n",
       "\n",
       "       tGravityAcc-arCoeff()-Z,3  tGravityAcc-arCoeff()-Z,4  \\\n",
       "2331                    6.233569                   1.093633   \n",
       "1262                    5.470774                   1.552183   \n",
       "9457                    6.841447                   0.710234   \n",
       "10061                   6.794409                   0.729670   \n",
       "\n",
       "       tGravityAcc-correlation()-X,Y  tGravityAcc-correlation()-X,Z  \\\n",
       "2331                       -4.579803                      -0.889261   \n",
       "1262                       -4.910331                       1.811968   \n",
       "9457                       -4.610474                       2.450700   \n",
       "10061                      -4.426589                       1.199050   \n",
       "\n",
       "       tGravityAcc-correlation()-Y,Z  tGravityAcc-energy()-X  \\\n",
       "2331                        3.209322                1.537491   \n",
       "1262                        3.717038                1.851578   \n",
       "9457                        2.859864                1.585023   \n",
       "10061                       5.553775                1.575710   \n",
       "\n",
       "       tGravityAcc-energy()-Y  tGravityAcc-energy()-Z  \\\n",
       "2331                -3.426704                1.840704   \n",
       "1262                -4.070744                1.220517   \n",
       "9457                -3.387872                1.698743   \n",
       "10061               -3.497864                1.762353   \n",
       "\n",
       "       tGravityAcc-entropy()-X  tGravityAcc-entropy()-Y  \\\n",
       "2331                  8.394366                 3.246233   \n",
       "1262                  7.690866                 3.055395   \n",
       "9457                  8.112279                 1.926083   \n",
       "10061                 7.462574                 3.246233   \n",
       "\n",
       "       tGravityAcc-entropy()-Z  tGravityAcc-iqr()-X  tGravityAcc-iqr()-Y  \\\n",
       "2331                  0.957664             4.699752            -1.547078   \n",
       "1262                  1.937417             4.684114            -1.580576   \n",
       "9457                  2.348895             4.719540            -1.521161   \n",
       "10061                 2.348895             4.600994            -1.567677   \n",
       "\n",
       "       tGravityAcc-iqr()-Z  tGravityAcc-mad()-X  tGravityAcc-mad()-Y  \\\n",
       "2331             -0.448367             4.052572             4.717914   \n",
       "1262             -0.359234             4.037395             4.702534   \n",
       "9457             -0.463599             4.063648             4.730261   \n",
       "10061            -0.422090             3.992570             4.712038   \n",
       "\n",
       "       tGravityAcc-mad()-Z  tGravityAcc-max()-X  tGravityAcc-max()-Y  \\\n",
       "2331              7.237962            -5.993651             0.613138   \n",
       "1262              7.377977            -3.868737             0.037068   \n",
       "9457              7.221653            -5.789276             0.417687   \n",
       "10061             7.269630            -5.856658             0.670574   \n",
       "\n",
       "       tGravityAcc-max()-Z  tGravityAcc-mean()-X  tGravityAcc-mean()-Y  \\\n",
       "2331             -1.630776              2.274030              2.873418   \n",
       "1262             -2.863580              4.616200              1.336379   \n",
       "9457             -0.703212              2.488702              2.391994   \n",
       "10061            -0.872236              2.445502              3.053594   \n",
       "\n",
       "       tGravityAcc-mean()-Z  tGravityAcc-min()-X  tGravityAcc-min()-Y  \\\n",
       "2331                    NaN            -2.158224            -3.103765   \n",
       "1262               0.032001            -2.500477            -3.788376   \n",
       "9457               5.884982            -2.187197            -3.306482   \n",
       "10061              5.433297            -2.190672            -3.031371   \n",
       "\n",
       "       tGravityAcc-min()-Z  tGravityAcc-sma()  tGravityAcc-std()-X  \\\n",
       "2331             -0.237478                NaN             3.677053   \n",
       "1262              0.559196           5.893237             3.621391   \n",
       "9457             -0.814718           6.077734             3.720622   \n",
       "10061            -0.709679           5.965722             3.460782   \n",
       "\n",
       "       tGravityAcc-std()-Y  tGravityAcc-std()-Z  tGravityAccMag-arCoeff()1  \\\n",
       "2331              1.301303             4.051300                   5.278849   \n",
       "1262              1.430272             4.146776                   3.005560   \n",
       "9457              1.202847             4.050714                   4.539801   \n",
       "10061             1.331573             4.068963                   5.440717   \n",
       "\n",
       "       tGravityAccMag-arCoeff()2  tGravityAccMag-arCoeff()3  \\\n",
       "2331                         NaN                   1.731699   \n",
       "1262                    5.407139                   1.731942   \n",
       "9457                    4.618405                   1.727481   \n",
       "10061                   3.928968                   1.701919   \n",
       "\n",
       "       tGravityAccMag-arCoeff()4  tGravityAccMag-energy()  \\\n",
       "2331                   -0.185077                      NaN   \n",
       "1262                    0.066625                 5.059609   \n",
       "9457                    0.220730                 4.565443   \n",
       "10061                  -0.593961                 4.344291   \n",
       "\n",
       "       tGravityAccMag-entropy()  tGravityAccMag-iqr()  tGravityAccMag-mad()  \\\n",
       "2331                   4.612921              1.673293             -4.509211   \n",
       "1262                   2.296603              5.344174             -0.549843   \n",
       "9457                   4.440779              3.288399             -2.689605   \n",
       "10061                  4.542715              1.992380             -3.888075   \n",
       "\n",
       "       tGravityAccMag-max()  tGravityAccMag-mean()  tGravityAccMag-min()  \\\n",
       "2331               0.887131              -0.766115             -0.641876   \n",
       "1262               3.272225              -0.940610             -1.031522   \n",
       "9457               1.705341              -0.822617             -0.572410   \n",
       "10061              0.616313              -0.806867             -0.458330   \n",
       "\n",
       "       tGravityAccMag-sma()  tGravityAccMag-std()  void()  \n",
       "2331              -2.083653             -2.484179     2.0  \n",
       "1262               3.332164              2.024442     3.0  \n",
       "9457               3.564985             -0.544652     2.0  \n",
       "10061              3.330752             -1.910358     1.0  "
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.sample(4)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ec3a14de",
   "metadata": {},
   "source": [
    "## Wybieramy tylko te kolumny które uwzględniają średnią i odchylenie standardowe"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "61098a65",
   "metadata": {},
   "outputs": [],
   "source": [
    "mean_cols = [col for col in df.columns if 'mean' in col or 'Mean' in col]\n",
    "std_cols = [col for col in df.columns if 'std' in col or 'Std' in col]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "3b3479f7",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_mean = df[mean_cols]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "4cf43ad1",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_std = df[std_cols]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "d2ea2b99",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_new = pd.concat([df_std, df_mean], axis = 1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "98c3a9c9",
   "metadata": {},
   "source": [
    "## Usuwamy kolumny zawierające kąt i energię i średnią częstotliwości"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "d0cf019f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['angle(X,gravityMean)',\n",
       " 'angle(Y,gravityMean)',\n",
       " 'angle(Z,gravityMean)',\n",
       " 'angle(tBodyAccJerkMean),gravityMean)',\n",
       " 'angle(tBodyAccMean,gravity)',\n",
       " 'angle(tBodyGyroJerkMean,gravityMean)',\n",
       " 'angle(tBodyGyroMean,gravityMean)',\n",
       " 'energy-mean()',\n",
       " 'fBodyAcc-meanFreq()-X',\n",
       " 'fBodyAcc-meanFreq()-Y',\n",
       " 'fBodyAcc-meanFreq()-Z',\n",
       " 'fBodyAccJerk-meanFreq()-X',\n",
       " 'fBodyAccJerk-meanFreq()-Y',\n",
       " 'fBodyAccJerk-meanFreq()-Z',\n",
       " 'fBodyAccMag-meanFreq()',\n",
       " 'fBodyBodyAccJerkMag-meanFreq()',\n",
       " 'fBodyBodyGyroJerkMag-meanFreq()',\n",
       " 'fBodyBodyGyroMag-meanFreq()',\n",
       " 'fBodyGyro-meanFreq()-X',\n",
       " 'fBodyGyro-meanFreq()-Y',\n",
       " 'fBodyGyro-meanFreq()-Z']"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "angle_cols = [col for col in df_new.columns if 'angle' in col or 'Angle' in col]\n",
    "energy_cols = [col for col in df_new.columns if 'energy' in col or 'Energy' in col]\n",
    "meanFreq_cols = [col for col in df_new.columns if 'meanFreq' in col]\n",
    "drop_cols = angle_cols + energy_cols + meanFreq_cols\n",
    "drop_cols"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "446944a3",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_new = df_new.drop(drop_cols, axis=1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3007297d",
   "metadata": {},
   "source": [
    "Dodajemy labele"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "faa60098",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_new = pd.concat([df.Activity, df_new], axis = 1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "75bdd0cc",
   "metadata": {},
   "source": [
    "## Nowe dane"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "927988b3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Activity</th>\n",
       "      <th>fBodyAcc-std()-X</th>\n",
       "      <th>fBodyAcc-std()-Y</th>\n",
       "      <th>fBodyAcc-std()-Z</th>\n",
       "      <th>fBodyAccJerk-std()-X</th>\n",
       "      <th>fBodyAccJerk-std()-Y</th>\n",
       "      <th>fBodyAccJerk-std()-Z</th>\n",
       "      <th>fBodyAccMag-std()</th>\n",
       "      <th>fBodyBodyAccJerkMag-std()</th>\n",
       "      <th>fBodyBodyGyroJerkMag-std()</th>\n",
       "      <th>fBodyBodyGyroMag-std()</th>\n",
       "      <th>fBodyGyro-std()-X</th>\n",
       "      <th>fBodyGyro-std()-Y</th>\n",
       "      <th>fBodyGyro-std()-Z</th>\n",
       "      <th>tBodyAcc-std()-X</th>\n",
       "      <th>tBodyAcc-std()-Y</th>\n",
       "      <th>tBodyAcc-std()-Z</th>\n",
       "      <th>tBodyAccJerk-std()-X</th>\n",
       "      <th>tBodyAccJerk-std()-Y</th>\n",
       "      <th>tBodyAccJerk-std()-Z</th>\n",
       "      <th>tBodyAccJerkMag-std()</th>\n",
       "      <th>tBodyAccMag-std()</th>\n",
       "      <th>tBodyGyro-std()-X</th>\n",
       "      <th>tBodyGyro-std()-Y</th>\n",
       "      <th>tBodyGyro-std()-Z</th>\n",
       "      <th>tBodyGyroJerk-std()-X</th>\n",
       "      <th>tBodyGyroJerk-std()-Y</th>\n",
       "      <th>tBodyGyroJerk-std()-Z</th>\n",
       "      <th>tBodyGyroJerkMag-std()</th>\n",
       "      <th>tBodyGyroMag-std()</th>\n",
       "      <th>tGravityAcc-std()-X</th>\n",
       "      <th>tGravityAcc-std()-Y</th>\n",
       "      <th>tGravityAcc-std()-Z</th>\n",
       "      <th>tGravityAccMag-std()</th>\n",
       "      <th>fBodyAcc-mean()-X</th>\n",
       "      <th>fBodyAcc-mean()-Y</th>\n",
       "      <th>fBodyAcc-mean()-Z</th>\n",
       "      <th>fBodyAccJerk-mean()-X</th>\n",
       "      <th>fBodyAccJerk-mean()-Y</th>\n",
       "      <th>fBodyAccJerk-mean()-Z</th>\n",
       "      <th>fBodyAccMag-mean()</th>\n",
       "      <th>fBodyBodyAccJerkMag-mean()</th>\n",
       "      <th>fBodyBodyGyroJerkMag-mean()</th>\n",
       "      <th>fBodyBodyGyroMag-mean()</th>\n",
       "      <th>fBodyGyro-mean()-X</th>\n",
       "      <th>fBodyGyro-mean()-Y</th>\n",
       "      <th>fBodyGyro-mean()-Z</th>\n",
       "      <th>tBodyAcc-mean()-X</th>\n",
       "      <th>tBodyAcc-mean()-Y</th>\n",
       "      <th>tBodyAcc-mean()-Z</th>\n",
       "      <th>tBodyAccJerk-mean()-X</th>\n",
       "      <th>tBodyAccJerk-mean()-Y</th>\n",
       "      <th>tBodyAccJerk-mean()-Z</th>\n",
       "      <th>tBodyAccJerkMag-mean()</th>\n",
       "      <th>tBodyAccMag-mean()</th>\n",
       "      <th>tBodyGyro-mean()-X</th>\n",
       "      <th>tBodyGyro-mean()-Y</th>\n",
       "      <th>tBodyGyro-mean()-Z</th>\n",
       "      <th>tBodyGyroJerk-mean()-X</th>\n",
       "      <th>tBodyGyroJerk-mean()-Y</th>\n",
       "      <th>tBodyGyroJerk-mean()-Z</th>\n",
       "      <th>tBodyGyroJerkMag-mean()</th>\n",
       "      <th>tBodyGyroMag-mean()</th>\n",
       "      <th>tGravityAcc-mean()-X</th>\n",
       "      <th>tGravityAcc-mean()-Y</th>\n",
       "      <th>tGravityAcc-mean()-Z</th>\n",
       "      <th>tGravityAccMag-mean()</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>10270</th>\n",
       "      <td>WALKING_UPSTAIRS</td>\n",
       "      <td>-0.812567</td>\n",
       "      <td>-3.333018</td>\n",
       "      <td>3.880430</td>\n",
       "      <td>-5.363913</td>\n",
       "      <td>1.599676</td>\n",
       "      <td>2.009346</td>\n",
       "      <td>-2.428577</td>\n",
       "      <td>-2.924506</td>\n",
       "      <td>-6.053114</td>\n",
       "      <td>4.685611</td>\n",
       "      <td>1.444466</td>\n",
       "      <td>0.739928</td>\n",
       "      <td>3.982041</td>\n",
       "      <td>5.795649</td>\n",
       "      <td>3.737115</td>\n",
       "      <td>2.707956</td>\n",
       "      <td>5.269042</td>\n",
       "      <td>-1.736705</td>\n",
       "      <td>3.666929</td>\n",
       "      <td>2.889482</td>\n",
       "      <td>-0.777892</td>\n",
       "      <td>3.573963</td>\n",
       "      <td>3.997117</td>\n",
       "      <td>1.124757</td>\n",
       "      <td>-3.550766</td>\n",
       "      <td>-0.538323</td>\n",
       "      <td>0.853484</td>\n",
       "      <td>-2.478102</td>\n",
       "      <td>4.578982</td>\n",
       "      <td>3.566083</td>\n",
       "      <td>1.321724</td>\n",
       "      <td>4.031629</td>\n",
       "      <td>-0.839428</td>\n",
       "      <td>-7.250803</td>\n",
       "      <td>-0.496692</td>\n",
       "      <td>6.801607</td>\n",
       "      <td>3.438126</td>\n",
       "      <td>0.312278</td>\n",
       "      <td>-2.016606</td>\n",
       "      <td>5.942001</td>\n",
       "      <td>3.321912</td>\n",
       "      <td>-0.539309</td>\n",
       "      <td>1.821838</td>\n",
       "      <td>2.182669</td>\n",
       "      <td>2.502389</td>\n",
       "      <td>-4.141299</td>\n",
       "      <td>3.879559</td>\n",
       "      <td>-0.912766</td>\n",
       "      <td>2.887201</td>\n",
       "      <td>1.350044</td>\n",
       "      <td>3.597997</td>\n",
       "      <td>2.066281</td>\n",
       "      <td>4.677294</td>\n",
       "      <td>4.420260</td>\n",
       "      <td>-2.007262</td>\n",
       "      <td>3.074594</td>\n",
       "      <td>-2.484049</td>\n",
       "      <td>1.021611</td>\n",
       "      <td>0.365912</td>\n",
       "      <td>2.078496</td>\n",
       "      <td>2.316495</td>\n",
       "      <td>-0.931367</td>\n",
       "      <td>2.458450</td>\n",
       "      <td>3.344748</td>\n",
       "      <td>4.912737</td>\n",
       "      <td>-0.813223</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7491</th>\n",
       "      <td>LAYING</td>\n",
       "      <td>0.755296</td>\n",
       "      <td>-1.283612</td>\n",
       "      <td>4.217478</td>\n",
       "      <td>-4.063730</td>\n",
       "      <td>0.303414</td>\n",
       "      <td>2.333802</td>\n",
       "      <td>-0.806943</td>\n",
       "      <td>-3.011841</td>\n",
       "      <td>-6.017739</td>\n",
       "      <td>4.845153</td>\n",
       "      <td>3.302522</td>\n",
       "      <td>0.807615</td>\n",
       "      <td>4.705391</td>\n",
       "      <td>6.331799</td>\n",
       "      <td>3.883619</td>\n",
       "      <td>3.456453</td>\n",
       "      <td>6.284308</td>\n",
       "      <td>-0.557388</td>\n",
       "      <td>3.904492</td>\n",
       "      <td>2.332787</td>\n",
       "      <td>1.623716</td>\n",
       "      <td>5.340579</td>\n",
       "      <td>5.605033</td>\n",
       "      <td>1.789814</td>\n",
       "      <td>-4.134095</td>\n",
       "      <td>-0.587106</td>\n",
       "      <td>0.852456</td>\n",
       "      <td>-2.656659</td>\n",
       "      <td>5.780229</td>\n",
       "      <td>3.621391</td>\n",
       "      <td>1.430272</td>\n",
       "      <td>4.146776</td>\n",
       "      <td>2.024442</td>\n",
       "      <td>-7.605039</td>\n",
       "      <td>-1.026274</td>\n",
       "      <td>6.347764</td>\n",
       "      <td>4.652675</td>\n",
       "      <td>1.747315</td>\n",
       "      <td>-1.646547</td>\n",
       "      <td>7.496709</td>\n",
       "      <td>3.335892</td>\n",
       "      <td>-0.329539</td>\n",
       "      <td>1.598720</td>\n",
       "      <td>1.465659</td>\n",
       "      <td>2.531127</td>\n",
       "      <td>-5.514689</td>\n",
       "      <td>3.922214</td>\n",
       "      <td>-0.946887</td>\n",
       "      <td>2.876148</td>\n",
       "      <td>0.782550</td>\n",
       "      <td>3.540643</td>\n",
       "      <td>1.812028</td>\n",
       "      <td>5.735402</td>\n",
       "      <td>3.573648</td>\n",
       "      <td>-2.063205</td>\n",
       "      <td>3.135899</td>\n",
       "      <td>-2.219777</td>\n",
       "      <td>1.116531</td>\n",
       "      <td>0.496151</td>\n",
       "      <td>2.328004</td>\n",
       "      <td>2.666988</td>\n",
       "      <td>0.338996</td>\n",
       "      <td>4.616200</td>\n",
       "      <td>1.336379</td>\n",
       "      <td>0.032001</td>\n",
       "      <td>-0.940610</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>SITTING</td>\n",
       "      <td>0.800740</td>\n",
       "      <td>-1.263615</td>\n",
       "      <td>4.218484</td>\n",
       "      <td>-4.025662</td>\n",
       "      <td>0.265277</td>\n",
       "      <td>2.359055</td>\n",
       "      <td>-0.784989</td>\n",
       "      <td>-3.015987</td>\n",
       "      <td>-6.016602</td>\n",
       "      <td>4.850560</td>\n",
       "      <td>3.338903</td>\n",
       "      <td>0.812436</td>\n",
       "      <td>4.720192</td>\n",
       "      <td>6.346933</td>\n",
       "      <td>3.885249</td>\n",
       "      <td>3.468062</td>\n",
       "      <td>6.312619</td>\n",
       "      <td>-0.524254</td>\n",
       "      <td>3.926266</td>\n",
       "      <td>2.313731</td>\n",
       "      <td>1.666769</td>\n",
       "      <td>5.380611</td>\n",
       "      <td>5.722430</td>\n",
       "      <td>1.804788</td>\n",
       "      <td>-4.167451</td>\n",
       "      <td>-0.590374</td>\n",
       "      <td>0.852413</td>\n",
       "      <td>-2.665346</td>\n",
       "      <td>5.827801</td>\n",
       "      <td>3.742907</td>\n",
       "      <td>1.439371</td>\n",
       "      <td>4.145130</td>\n",
       "      <td>2.075782</td>\n",
       "      <td>-7.614646</td>\n",
       "      <td>-1.033882</td>\n",
       "      <td>6.330213</td>\n",
       "      <td>4.685303</td>\n",
       "      <td>1.786616</td>\n",
       "      <td>-1.609002</td>\n",
       "      <td>7.533407</td>\n",
       "      <td>3.336290</td>\n",
       "      <td>-0.316766</td>\n",
       "      <td>1.587232</td>\n",
       "      <td>1.444833</td>\n",
       "      <td>2.533385</td>\n",
       "      <td>-5.556843</td>\n",
       "      <td>3.991799</td>\n",
       "      <td>-0.957441</td>\n",
       "      <td>2.880971</td>\n",
       "      <td>0.768760</td>\n",
       "      <td>3.540250</td>\n",
       "      <td>1.785455</td>\n",
       "      <td>5.773001</td>\n",
       "      <td>3.547962</td>\n",
       "      <td>-2.061511</td>\n",
       "      <td>3.157295</td>\n",
       "      <td>-2.227474</td>\n",
       "      <td>1.117060</td>\n",
       "      <td>0.471855</td>\n",
       "      <td>2.322307</td>\n",
       "      <td>2.688662</td>\n",
       "      <td>0.388689</td>\n",
       "      <td>2.553459</td>\n",
       "      <td>1.914212</td>\n",
       "      <td>2.282587</td>\n",
       "      <td>-0.944475</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6786</th>\n",
       "      <td>LAYING</td>\n",
       "      <td>0.755296</td>\n",
       "      <td>-1.283612</td>\n",
       "      <td>4.217478</td>\n",
       "      <td>-4.063730</td>\n",
       "      <td>0.303414</td>\n",
       "      <td>2.333802</td>\n",
       "      <td>-0.806943</td>\n",
       "      <td>-3.011841</td>\n",
       "      <td>-6.017739</td>\n",
       "      <td>4.845153</td>\n",
       "      <td>3.302522</td>\n",
       "      <td>0.807615</td>\n",
       "      <td>4.705391</td>\n",
       "      <td>6.331799</td>\n",
       "      <td>3.883619</td>\n",
       "      <td>3.456453</td>\n",
       "      <td>6.284308</td>\n",
       "      <td>-0.557388</td>\n",
       "      <td>3.904492</td>\n",
       "      <td>2.332787</td>\n",
       "      <td>1.623716</td>\n",
       "      <td>5.340579</td>\n",
       "      <td>5.605033</td>\n",
       "      <td>1.789814</td>\n",
       "      <td>-4.134095</td>\n",
       "      <td>-0.587106</td>\n",
       "      <td>0.852456</td>\n",
       "      <td>-2.656659</td>\n",
       "      <td>5.780229</td>\n",
       "      <td>3.621391</td>\n",
       "      <td>1.430272</td>\n",
       "      <td>4.146776</td>\n",
       "      <td>2.024442</td>\n",
       "      <td>-7.605039</td>\n",
       "      <td>-1.026274</td>\n",
       "      <td>6.347764</td>\n",
       "      <td>4.652675</td>\n",
       "      <td>1.747315</td>\n",
       "      <td>-1.646547</td>\n",
       "      <td>7.496709</td>\n",
       "      <td>3.335892</td>\n",
       "      <td>-0.329539</td>\n",
       "      <td>1.598720</td>\n",
       "      <td>1.465659</td>\n",
       "      <td>2.531127</td>\n",
       "      <td>-5.514689</td>\n",
       "      <td>3.922214</td>\n",
       "      <td>-0.946887</td>\n",
       "      <td>2.876148</td>\n",
       "      <td>0.782550</td>\n",
       "      <td>3.540643</td>\n",
       "      <td>1.812028</td>\n",
       "      <td>5.735402</td>\n",
       "      <td>3.573648</td>\n",
       "      <td>-2.063205</td>\n",
       "      <td>3.135899</td>\n",
       "      <td>-2.219777</td>\n",
       "      <td>1.116531</td>\n",
       "      <td>0.496151</td>\n",
       "      <td>2.328004</td>\n",
       "      <td>2.666988</td>\n",
       "      <td>0.338996</td>\n",
       "      <td>4.616200</td>\n",
       "      <td>1.336379</td>\n",
       "      <td>0.032001</td>\n",
       "      <td>-0.940610</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               Activity  fBodyAcc-std()-X  fBodyAcc-std()-Y  fBodyAcc-std()-Z  \\\n",
       "10270  WALKING_UPSTAIRS         -0.812567         -3.333018          3.880430   \n",
       "7491             LAYING          0.755296         -1.283612          4.217478   \n",
       "126             SITTING          0.800740         -1.263615          4.218484   \n",
       "6786             LAYING          0.755296         -1.283612          4.217478   \n",
       "\n",
       "       fBodyAccJerk-std()-X  fBodyAccJerk-std()-Y  fBodyAccJerk-std()-Z  \\\n",
       "10270             -5.363913              1.599676              2.009346   \n",
       "7491              -4.063730              0.303414              2.333802   \n",
       "126               -4.025662              0.265277              2.359055   \n",
       "6786              -4.063730              0.303414              2.333802   \n",
       "\n",
       "       fBodyAccMag-std()  fBodyBodyAccJerkMag-std()  \\\n",
       "10270          -2.428577                  -2.924506   \n",
       "7491           -0.806943                  -3.011841   \n",
       "126            -0.784989                  -3.015987   \n",
       "6786           -0.806943                  -3.011841   \n",
       "\n",
       "       fBodyBodyGyroJerkMag-std()  fBodyBodyGyroMag-std()  fBodyGyro-std()-X  \\\n",
       "10270                   -6.053114                4.685611           1.444466   \n",
       "7491                    -6.017739                4.845153           3.302522   \n",
       "126                     -6.016602                4.850560           3.338903   \n",
       "6786                    -6.017739                4.845153           3.302522   \n",
       "\n",
       "       fBodyGyro-std()-Y  fBodyGyro-std()-Z  tBodyAcc-std()-X  \\\n",
       "10270           0.739928           3.982041          5.795649   \n",
       "7491            0.807615           4.705391          6.331799   \n",
       "126             0.812436           4.720192          6.346933   \n",
       "6786            0.807615           4.705391          6.331799   \n",
       "\n",
       "       tBodyAcc-std()-Y  tBodyAcc-std()-Z  tBodyAccJerk-std()-X  \\\n",
       "10270          3.737115          2.707956              5.269042   \n",
       "7491           3.883619          3.456453              6.284308   \n",
       "126            3.885249          3.468062              6.312619   \n",
       "6786           3.883619          3.456453              6.284308   \n",
       "\n",
       "       tBodyAccJerk-std()-Y  tBodyAccJerk-std()-Z  tBodyAccJerkMag-std()  \\\n",
       "10270             -1.736705              3.666929               2.889482   \n",
       "7491              -0.557388              3.904492               2.332787   \n",
       "126               -0.524254              3.926266               2.313731   \n",
       "6786              -0.557388              3.904492               2.332787   \n",
       "\n",
       "       tBodyAccMag-std()  tBodyGyro-std()-X  tBodyGyro-std()-Y  \\\n",
       "10270          -0.777892           3.573963           3.997117   \n",
       "7491            1.623716           5.340579           5.605033   \n",
       "126             1.666769           5.380611           5.722430   \n",
       "6786            1.623716           5.340579           5.605033   \n",
       "\n",
       "       tBodyGyro-std()-Z  tBodyGyroJerk-std()-X  tBodyGyroJerk-std()-Y  \\\n",
       "10270           1.124757              -3.550766              -0.538323   \n",
       "7491            1.789814              -4.134095              -0.587106   \n",
       "126             1.804788              -4.167451              -0.590374   \n",
       "6786            1.789814              -4.134095              -0.587106   \n",
       "\n",
       "       tBodyGyroJerk-std()-Z  tBodyGyroJerkMag-std()  tBodyGyroMag-std()  \\\n",
       "10270               0.853484               -2.478102            4.578982   \n",
       "7491                0.852456               -2.656659            5.780229   \n",
       "126                 0.852413               -2.665346            5.827801   \n",
       "6786                0.852456               -2.656659            5.780229   \n",
       "\n",
       "       tGravityAcc-std()-X  tGravityAcc-std()-Y  tGravityAcc-std()-Z  \\\n",
       "10270             3.566083             1.321724             4.031629   \n",
       "7491              3.621391             1.430272             4.146776   \n",
       "126               3.742907             1.439371             4.145130   \n",
       "6786              3.621391             1.430272             4.146776   \n",
       "\n",
       "       tGravityAccMag-std()  fBodyAcc-mean()-X  fBodyAcc-mean()-Y  \\\n",
       "10270             -0.839428          -7.250803          -0.496692   \n",
       "7491               2.024442          -7.605039          -1.026274   \n",
       "126                2.075782          -7.614646          -1.033882   \n",
       "6786               2.024442          -7.605039          -1.026274   \n",
       "\n",
       "       fBodyAcc-mean()-Z  fBodyAccJerk-mean()-X  fBodyAccJerk-mean()-Y  \\\n",
       "10270           6.801607               3.438126               0.312278   \n",
       "7491            6.347764               4.652675               1.747315   \n",
       "126             6.330213               4.685303               1.786616   \n",
       "6786            6.347764               4.652675               1.747315   \n",
       "\n",
       "       fBodyAccJerk-mean()-Z  fBodyAccMag-mean()  fBodyBodyAccJerkMag-mean()  \\\n",
       "10270              -2.016606            5.942001                    3.321912   \n",
       "7491               -1.646547            7.496709                    3.335892   \n",
       "126                -1.609002            7.533407                    3.336290   \n",
       "6786               -1.646547            7.496709                    3.335892   \n",
       "\n",
       "       fBodyBodyGyroJerkMag-mean()  fBodyBodyGyroMag-mean()  \\\n",
       "10270                    -0.539309                 1.821838   \n",
       "7491                     -0.329539                 1.598720   \n",
       "126                      -0.316766                 1.587232   \n",
       "6786                     -0.329539                 1.598720   \n",
       "\n",
       "       fBodyGyro-mean()-X  fBodyGyro-mean()-Y  fBodyGyro-mean()-Z  \\\n",
       "10270            2.182669            2.502389           -4.141299   \n",
       "7491             1.465659            2.531127           -5.514689   \n",
       "126              1.444833            2.533385           -5.556843   \n",
       "6786             1.465659            2.531127           -5.514689   \n",
       "\n",
       "       tBodyAcc-mean()-X  tBodyAcc-mean()-Y  tBodyAcc-mean()-Z  \\\n",
       "10270           3.879559          -0.912766           2.887201   \n",
       "7491            3.922214          -0.946887           2.876148   \n",
       "126             3.991799          -0.957441           2.880971   \n",
       "6786            3.922214          -0.946887           2.876148   \n",
       "\n",
       "       tBodyAccJerk-mean()-X  tBodyAccJerk-mean()-Y  tBodyAccJerk-mean()-Z  \\\n",
       "10270               1.350044               3.597997               2.066281   \n",
       "7491                0.782550               3.540643               1.812028   \n",
       "126                 0.768760               3.540250               1.785455   \n",
       "6786                0.782550               3.540643               1.812028   \n",
       "\n",
       "       tBodyAccJerkMag-mean()  tBodyAccMag-mean()  tBodyGyro-mean()-X  \\\n",
       "10270                4.677294            4.420260           -2.007262   \n",
       "7491                 5.735402            3.573648           -2.063205   \n",
       "126                  5.773001            3.547962           -2.061511   \n",
       "6786                 5.735402            3.573648           -2.063205   \n",
       "\n",
       "       tBodyGyro-mean()-Y  tBodyGyro-mean()-Z  tBodyGyroJerk-mean()-X  \\\n",
       "10270            3.074594           -2.484049                1.021611   \n",
       "7491             3.135899           -2.219777                1.116531   \n",
       "126              3.157295           -2.227474                1.117060   \n",
       "6786             3.135899           -2.219777                1.116531   \n",
       "\n",
       "       tBodyGyroJerk-mean()-Y  tBodyGyroJerk-mean()-Z  \\\n",
       "10270                0.365912                2.078496   \n",
       "7491                 0.496151                2.328004   \n",
       "126                  0.471855                2.322307   \n",
       "6786                 0.496151                2.328004   \n",
       "\n",
       "       tBodyGyroJerkMag-mean()  tBodyGyroMag-mean()  tGravityAcc-mean()-X  \\\n",
       "10270                 2.316495            -0.931367              2.458450   \n",
       "7491                  2.666988             0.338996              4.616200   \n",
       "126                   2.688662             0.388689              2.553459   \n",
       "6786                  2.666988             0.338996              4.616200   \n",
       "\n",
       "       tGravityAcc-mean()-Y  tGravityAcc-mean()-Z  tGravityAccMag-mean()  \n",
       "10270              3.344748              4.912737              -0.813223  \n",
       "7491               1.336379              0.032001              -0.940610  \n",
       "126                1.914212              2.282587              -0.944475  \n",
       "6786               1.336379              0.032001              -0.940610  "
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_new.sample(4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "0051a732",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(11086, 67)"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_new.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "427d7d60",
   "metadata": {},
   "source": [
    "Uncomment to export"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "3420c23a",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_new.to_csv('data/df_nan.csv', index = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "ba6d5144",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Activity</th>\n",
       "      <th>fBodyAcc-std()-X</th>\n",
       "      <th>fBodyAcc-std()-Y</th>\n",
       "      <th>fBodyAcc-std()-Z</th>\n",
       "      <th>fBodyAccJerk-std()-X</th>\n",
       "      <th>fBodyAccJerk-std()-Y</th>\n",
       "      <th>fBodyAccJerk-std()-Z</th>\n",
       "      <th>fBodyAccMag-std()</th>\n",
       "      <th>fBodyBodyAccJerkMag-std()</th>\n",
       "      <th>fBodyBodyGyroJerkMag-std()</th>\n",
       "      <th>fBodyBodyGyroMag-std()</th>\n",
       "      <th>fBodyGyro-std()-X</th>\n",
       "      <th>fBodyGyro-std()-Y</th>\n",
       "      <th>fBodyGyro-std()-Z</th>\n",
       "      <th>tBodyAcc-std()-X</th>\n",
       "      <th>tBodyAcc-std()-Y</th>\n",
       "      <th>tBodyAcc-std()-Z</th>\n",
       "      <th>tBodyAccJerk-std()-X</th>\n",
       "      <th>tBodyAccJerk-std()-Y</th>\n",
       "      <th>tBodyAccJerk-std()-Z</th>\n",
       "      <th>tBodyAccJerkMag-std()</th>\n",
       "      <th>tBodyAccMag-std()</th>\n",
       "      <th>tBodyGyro-std()-X</th>\n",
       "      <th>tBodyGyro-std()-Y</th>\n",
       "      <th>tBodyGyro-std()-Z</th>\n",
       "      <th>tBodyGyroJerk-std()-X</th>\n",
       "      <th>tBodyGyroJerk-std()-Y</th>\n",
       "      <th>tBodyGyroJerk-std()-Z</th>\n",
       "      <th>tBodyGyroJerkMag-std()</th>\n",
       "      <th>tBodyGyroMag-std()</th>\n",
       "      <th>tGravityAcc-std()-X</th>\n",
       "      <th>tGravityAcc-std()-Y</th>\n",
       "      <th>tGravityAcc-std()-Z</th>\n",
       "      <th>tGravityAccMag-std()</th>\n",
       "      <th>fBodyAcc-mean()-X</th>\n",
       "      <th>fBodyAcc-mean()-Y</th>\n",
       "      <th>fBodyAcc-mean()-Z</th>\n",
       "      <th>fBodyAccJerk-mean()-X</th>\n",
       "      <th>fBodyAccJerk-mean()-Y</th>\n",
       "      <th>fBodyAccJerk-mean()-Z</th>\n",
       "      <th>fBodyAccMag-mean()</th>\n",
       "      <th>fBodyBodyAccJerkMag-mean()</th>\n",
       "      <th>fBodyBodyGyroJerkMag-mean()</th>\n",
       "      <th>fBodyBodyGyroMag-mean()</th>\n",
       "      <th>fBodyGyro-mean()-X</th>\n",
       "      <th>fBodyGyro-mean()-Y</th>\n",
       "      <th>fBodyGyro-mean()-Z</th>\n",
       "      <th>tBodyAcc-mean()-X</th>\n",
       "      <th>tBodyAcc-mean()-Y</th>\n",
       "      <th>tBodyAcc-mean()-Z</th>\n",
       "      <th>tBodyAccJerk-mean()-X</th>\n",
       "      <th>tBodyAccJerk-mean()-Y</th>\n",
       "      <th>tBodyAccJerk-mean()-Z</th>\n",
       "      <th>tBodyAccJerkMag-mean()</th>\n",
       "      <th>tBodyAccMag-mean()</th>\n",
       "      <th>tBodyGyro-mean()-X</th>\n",
       "      <th>tBodyGyro-mean()-Y</th>\n",
       "      <th>tBodyGyro-mean()-Z</th>\n",
       "      <th>tBodyGyroJerk-mean()-X</th>\n",
       "      <th>tBodyGyroJerk-mean()-Y</th>\n",
       "      <th>tBodyGyroJerk-mean()-Z</th>\n",
       "      <th>tBodyGyroJerkMag-mean()</th>\n",
       "      <th>tBodyGyroMag-mean()</th>\n",
       "      <th>tGravityAcc-mean()-X</th>\n",
       "      <th>tGravityAcc-mean()-Y</th>\n",
       "      <th>tGravityAcc-mean()-Z</th>\n",
       "      <th>tGravityAccMag-mean()</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>953</th>\n",
       "      <td>STANDING</td>\n",
       "      <td>0.796155</td>\n",
       "      <td>-1.294305</td>\n",
       "      <td>4.209145</td>\n",
       "      <td>-4.039502</td>\n",
       "      <td>0.295632</td>\n",
       "      <td>2.347766</td>\n",
       "      <td>-0.794992</td>\n",
       "      <td>-3.014780</td>\n",
       "      <td>-6.017232</td>\n",
       "      <td>4.847765</td>\n",
       "      <td>3.263143</td>\n",
       "      <td>0.809662</td>\n",
       "      <td>4.692113</td>\n",
       "      <td>6.343862</td>\n",
       "      <td>3.882791</td>\n",
       "      <td>3.443678</td>\n",
       "      <td>6.295833</td>\n",
       "      <td>-0.555472</td>\n",
       "      <td>3.915322</td>\n",
       "      <td>2.320412</td>\n",
       "      <td>1.640200</td>\n",
       "      <td>5.316130</td>\n",
       "      <td>5.658057</td>\n",
       "      <td>1.776276</td>\n",
       "      <td>-4.149899</td>\n",
       "      <td>-0.588331</td>\n",
       "      <td>0.852494</td>\n",
       "      <td>-2.659432</td>\n",
       "      <td>5.805636</td>\n",
       "      <td>3.726515</td>\n",
       "      <td>1.385898</td>\n",
       "      <td>4.101635</td>\n",
       "      <td>2.044099</td>\n",
       "      <td>-7.610937</td>\n",
       "      <td>-1.022669</td>\n",
       "      <td>6.350235</td>\n",
       "      <td>4.660169</td>\n",
       "      <td>1.744592</td>\n",
       "      <td>-1.629021</td>\n",
       "      <td>7.506992</td>\n",
       "      <td>3.336129</td>\n",
       "      <td>-0.326048</td>\n",
       "      <td>1.591859</td>\n",
       "      <td>1.462788</td>\n",
       "      <td>2.532266</td>\n",
       "      <td>-5.476342</td>\n",
       "      <td>3.989763</td>\n",
       "      <td>-0.954937</td>\n",
       "      <td>2.888615</td>\n",
       "      <td>0.755486</td>\n",
       "      <td>3.541779</td>\n",
       "      <td>1.773228</td>\n",
       "      <td>5.745995</td>\n",
       "      <td>3.563287</td>\n",
       "      <td>-2.054041</td>\n",
       "      <td>3.180956</td>\n",
       "      <td>-2.263060</td>\n",
       "      <td>1.118397</td>\n",
       "      <td>0.496001</td>\n",
       "      <td>2.291514</td>\n",
       "      <td>2.671810</td>\n",
       "      <td>0.328009</td>\n",
       "      <td>2.400357</td>\n",
       "      <td>3.393412</td>\n",
       "      <td>3.592428</td>\n",
       "      <td>-0.942169</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6049</th>\n",
       "      <td>WALKING_DOWNSTAIRS</td>\n",
       "      <td>-1.583587</td>\n",
       "      <td>-2.903809</td>\n",
       "      <td>3.892378</td>\n",
       "      <td>-6.197700</td>\n",
       "      <td>2.370148</td>\n",
       "      <td>1.744770</td>\n",
       "      <td>-3.015562</td>\n",
       "      <td>-2.861805</td>\n",
       "      <td>-6.076016</td>\n",
       "      <td>4.743914</td>\n",
       "      <td>1.938588</td>\n",
       "      <td>0.741809</td>\n",
       "      <td>4.253006</td>\n",
       "      <td>5.576592</td>\n",
       "      <td>3.758198</td>\n",
       "      <td>2.667714</td>\n",
       "      <td>4.711963</td>\n",
       "      <td>-2.336060</td>\n",
       "      <td>3.474424</td>\n",
       "      <td>3.177548</td>\n",
       "      <td>-1.626190</td>\n",
       "      <td>4.003812</td>\n",
       "      <td>3.717049</td>\n",
       "      <td>1.237004</td>\n",
       "      <td>-3.380082</td>\n",
       "      <td>-0.483390</td>\n",
       "      <td>0.854670</td>\n",
       "      <td>-2.365275</td>\n",
       "      <td>4.729952</td>\n",
       "      <td>3.578507</td>\n",
       "      <td>1.262398</td>\n",
       "      <td>4.055798</td>\n",
       "      <td>-1.851006</td>\n",
       "      <td>-7.194908</td>\n",
       "      <td>-0.485061</td>\n",
       "      <td>6.930781</td>\n",
       "      <td>2.876607</td>\n",
       "      <td>-0.284921</td>\n",
       "      <td>-2.315025</td>\n",
       "      <td>5.416113</td>\n",
       "      <td>3.315853</td>\n",
       "      <td>-0.669052</td>\n",
       "      <td>1.890055</td>\n",
       "      <td>2.046623</td>\n",
       "      <td>2.484895</td>\n",
       "      <td>-3.520207</td>\n",
       "      <td>3.846696</td>\n",
       "      <td>-0.880063</td>\n",
       "      <td>2.866204</td>\n",
       "      <td>0.114167</td>\n",
       "      <td>3.515846</td>\n",
       "      <td>1.657702</td>\n",
       "      <td>4.063479</td>\n",
       "      <td>4.630011</td>\n",
       "      <td>-2.489383</td>\n",
       "      <td>3.221657</td>\n",
       "      <td>-2.189517</td>\n",
       "      <td>1.150136</td>\n",
       "      <td>0.398965</td>\n",
       "      <td>3.814132</td>\n",
       "      <td>2.033608</td>\n",
       "      <td>-0.931397</td>\n",
       "      <td>2.315188</td>\n",
       "      <td>2.794488</td>\n",
       "      <td>3.880461</td>\n",
       "      <td>-0.781662</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3339</th>\n",
       "      <td>LAYING</td>\n",
       "      <td>0.788916</td>\n",
       "      <td>-1.265317</td>\n",
       "      <td>4.201182</td>\n",
       "      <td>-4.039550</td>\n",
       "      <td>0.298023</td>\n",
       "      <td>2.343071</td>\n",
       "      <td>-0.813645</td>\n",
       "      <td>-3.013819</td>\n",
       "      <td>-6.016696</td>\n",
       "      <td>4.849749</td>\n",
       "      <td>3.305409</td>\n",
       "      <td>0.810331</td>\n",
       "      <td>4.716109</td>\n",
       "      <td>6.343131</td>\n",
       "      <td>3.884683</td>\n",
       "      <td>3.431673</td>\n",
       "      <td>6.302016</td>\n",
       "      <td>-0.554872</td>\n",
       "      <td>3.912136</td>\n",
       "      <td>2.324425</td>\n",
       "      <td>1.621073</td>\n",
       "      <td>5.348262</td>\n",
       "      <td>5.666244</td>\n",
       "      <td>1.799419</td>\n",
       "      <td>-4.147298</td>\n",
       "      <td>-0.587897</td>\n",
       "      <td>0.852437</td>\n",
       "      <td>-2.662669</td>\n",
       "      <td>5.817452</td>\n",
       "      <td>3.724133</td>\n",
       "      <td>1.445221</td>\n",
       "      <td>4.085646</td>\n",
       "      <td>2.021290</td>\n",
       "      <td>-7.612342</td>\n",
       "      <td>-1.028889</td>\n",
       "      <td>6.349271</td>\n",
       "      <td>4.672748</td>\n",
       "      <td>1.747982</td>\n",
       "      <td>-1.633731</td>\n",
       "      <td>7.500675</td>\n",
       "      <td>3.336050</td>\n",
       "      <td>-0.321792</td>\n",
       "      <td>1.590616</td>\n",
       "      <td>1.458512</td>\n",
       "      <td>2.532124</td>\n",
       "      <td>-5.536178</td>\n",
       "      <td>3.993612</td>\n",
       "      <td>-0.957786</td>\n",
       "      <td>2.889607</td>\n",
       "      <td>0.774999</td>\n",
       "      <td>3.543027</td>\n",
       "      <td>1.783480</td>\n",
       "      <td>5.749430</td>\n",
       "      <td>3.563251</td>\n",
       "      <td>-2.058770</td>\n",
       "      <td>3.150987</td>\n",
       "      <td>-2.212702</td>\n",
       "      <td>1.116527</td>\n",
       "      <td>0.462442</td>\n",
       "      <td>2.351492</td>\n",
       "      <td>2.671683</td>\n",
       "      <td>0.357332</td>\n",
       "      <td>5.087314</td>\n",
       "      <td>0.402347</td>\n",
       "      <td>3.594762</td>\n",
       "      <td>-0.942174</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5750</th>\n",
       "      <td>LAYING</td>\n",
       "      <td>0.755296</td>\n",
       "      <td>-1.283612</td>\n",
       "      <td>4.217478</td>\n",
       "      <td>-4.063730</td>\n",
       "      <td>0.303414</td>\n",
       "      <td>2.333802</td>\n",
       "      <td>-0.806943</td>\n",
       "      <td>-3.011841</td>\n",
       "      <td>-6.017739</td>\n",
       "      <td>4.845153</td>\n",
       "      <td>3.302522</td>\n",
       "      <td>0.807615</td>\n",
       "      <td>4.705391</td>\n",
       "      <td>6.331799</td>\n",
       "      <td>3.883619</td>\n",
       "      <td>3.456453</td>\n",
       "      <td>6.284308</td>\n",
       "      <td>-0.557388</td>\n",
       "      <td>3.904492</td>\n",
       "      <td>2.332787</td>\n",
       "      <td>1.623716</td>\n",
       "      <td>5.340579</td>\n",
       "      <td>5.605033</td>\n",
       "      <td>1.789814</td>\n",
       "      <td>-4.134095</td>\n",
       "      <td>-0.587106</td>\n",
       "      <td>0.852456</td>\n",
       "      <td>-2.656659</td>\n",
       "      <td>5.780229</td>\n",
       "      <td>3.621391</td>\n",
       "      <td>1.430272</td>\n",
       "      <td>4.146776</td>\n",
       "      <td>2.024442</td>\n",
       "      <td>-7.605039</td>\n",
       "      <td>-1.026274</td>\n",
       "      <td>6.347764</td>\n",
       "      <td>4.652675</td>\n",
       "      <td>1.747315</td>\n",
       "      <td>-1.646547</td>\n",
       "      <td>7.496709</td>\n",
       "      <td>3.335892</td>\n",
       "      <td>-0.329539</td>\n",
       "      <td>1.598720</td>\n",
       "      <td>1.465659</td>\n",
       "      <td>2.531127</td>\n",
       "      <td>-5.514689</td>\n",
       "      <td>3.922214</td>\n",
       "      <td>-0.946887</td>\n",
       "      <td>2.876148</td>\n",
       "      <td>0.782550</td>\n",
       "      <td>3.540643</td>\n",
       "      <td>1.812028</td>\n",
       "      <td>5.735402</td>\n",
       "      <td>3.573648</td>\n",
       "      <td>-2.063205</td>\n",
       "      <td>3.135899</td>\n",
       "      <td>-2.219777</td>\n",
       "      <td>1.116531</td>\n",
       "      <td>0.496151</td>\n",
       "      <td>2.328004</td>\n",
       "      <td>2.666988</td>\n",
       "      <td>0.338996</td>\n",
       "      <td>4.616200</td>\n",
       "      <td>1.336379</td>\n",
       "      <td>0.032001</td>\n",
       "      <td>-0.940610</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                Activity  fBodyAcc-std()-X  fBodyAcc-std()-Y  \\\n",
       "953             STANDING          0.796155         -1.294305   \n",
       "6049  WALKING_DOWNSTAIRS         -1.583587         -2.903809   \n",
       "3339              LAYING          0.788916         -1.265317   \n",
       "5750              LAYING          0.755296         -1.283612   \n",
       "\n",
       "      fBodyAcc-std()-Z  fBodyAccJerk-std()-X  fBodyAccJerk-std()-Y  \\\n",
       "953           4.209145             -4.039502              0.295632   \n",
       "6049          3.892378             -6.197700              2.370148   \n",
       "3339          4.201182             -4.039550              0.298023   \n",
       "5750          4.217478             -4.063730              0.303414   \n",
       "\n",
       "      fBodyAccJerk-std()-Z  fBodyAccMag-std()  fBodyBodyAccJerkMag-std()  \\\n",
       "953               2.347766          -0.794992                  -3.014780   \n",
       "6049              1.744770          -3.015562                  -2.861805   \n",
       "3339              2.343071          -0.813645                  -3.013819   \n",
       "5750              2.333802          -0.806943                  -3.011841   \n",
       "\n",
       "      fBodyBodyGyroJerkMag-std()  fBodyBodyGyroMag-std()  fBodyGyro-std()-X  \\\n",
       "953                    -6.017232                4.847765           3.263143   \n",
       "6049                   -6.076016                4.743914           1.938588   \n",
       "3339                   -6.016696                4.849749           3.305409   \n",
       "5750                   -6.017739                4.845153           3.302522   \n",
       "\n",
       "      fBodyGyro-std()-Y  fBodyGyro-std()-Z  tBodyAcc-std()-X  \\\n",
       "953            0.809662           4.692113          6.343862   \n",
       "6049           0.741809           4.253006          5.576592   \n",
       "3339           0.810331           4.716109          6.343131   \n",
       "5750           0.807615           4.705391          6.331799   \n",
       "\n",
       "      tBodyAcc-std()-Y  tBodyAcc-std()-Z  tBodyAccJerk-std()-X  \\\n",
       "953           3.882791          3.443678              6.295833   \n",
       "6049          3.758198          2.667714              4.711963   \n",
       "3339          3.884683          3.431673              6.302016   \n",
       "5750          3.883619          3.456453              6.284308   \n",
       "\n",
       "      tBodyAccJerk-std()-Y  tBodyAccJerk-std()-Z  tBodyAccJerkMag-std()  \\\n",
       "953              -0.555472              3.915322               2.320412   \n",
       "6049             -2.336060              3.474424               3.177548   \n",
       "3339             -0.554872              3.912136               2.324425   \n",
       "5750             -0.557388              3.904492               2.332787   \n",
       "\n",
       "      tBodyAccMag-std()  tBodyGyro-std()-X  tBodyGyro-std()-Y  \\\n",
       "953            1.640200           5.316130           5.658057   \n",
       "6049          -1.626190           4.003812           3.717049   \n",
       "3339           1.621073           5.348262           5.666244   \n",
       "5750           1.623716           5.340579           5.605033   \n",
       "\n",
       "      tBodyGyro-std()-Z  tBodyGyroJerk-std()-X  tBodyGyroJerk-std()-Y  \\\n",
       "953            1.776276              -4.149899              -0.588331   \n",
       "6049           1.237004              -3.380082              -0.483390   \n",
       "3339           1.799419              -4.147298              -0.587897   \n",
       "5750           1.789814              -4.134095              -0.587106   \n",
       "\n",
       "      tBodyGyroJerk-std()-Z  tBodyGyroJerkMag-std()  tBodyGyroMag-std()  \\\n",
       "953                0.852494               -2.659432            5.805636   \n",
       "6049               0.854670               -2.365275            4.729952   \n",
       "3339               0.852437               -2.662669            5.817452   \n",
       "5750               0.852456               -2.656659            5.780229   \n",
       "\n",
       "      tGravityAcc-std()-X  tGravityAcc-std()-Y  tGravityAcc-std()-Z  \\\n",
       "953              3.726515             1.385898             4.101635   \n",
       "6049             3.578507             1.262398             4.055798   \n",
       "3339             3.724133             1.445221             4.085646   \n",
       "5750             3.621391             1.430272             4.146776   \n",
       "\n",
       "      tGravityAccMag-std()  fBodyAcc-mean()-X  fBodyAcc-mean()-Y  \\\n",
       "953               2.044099          -7.610937          -1.022669   \n",
       "6049             -1.851006          -7.194908          -0.485061   \n",
       "3339              2.021290          -7.612342          -1.028889   \n",
       "5750              2.024442          -7.605039          -1.026274   \n",
       "\n",
       "      fBodyAcc-mean()-Z  fBodyAccJerk-mean()-X  fBodyAccJerk-mean()-Y  \\\n",
       "953            6.350235               4.660169               1.744592   \n",
       "6049           6.930781               2.876607              -0.284921   \n",
       "3339           6.349271               4.672748               1.747982   \n",
       "5750           6.347764               4.652675               1.747315   \n",
       "\n",
       "      fBodyAccJerk-mean()-Z  fBodyAccMag-mean()  fBodyBodyAccJerkMag-mean()  \\\n",
       "953               -1.629021            7.506992                    3.336129   \n",
       "6049              -2.315025            5.416113                    3.315853   \n",
       "3339              -1.633731            7.500675                    3.336050   \n",
       "5750              -1.646547            7.496709                    3.335892   \n",
       "\n",
       "      fBodyBodyGyroJerkMag-mean()  fBodyBodyGyroMag-mean()  \\\n",
       "953                     -0.326048                 1.591859   \n",
       "6049                    -0.669052                 1.890055   \n",
       "3339                    -0.321792                 1.590616   \n",
       "5750                    -0.329539                 1.598720   \n",
       "\n",
       "      fBodyGyro-mean()-X  fBodyGyro-mean()-Y  fBodyGyro-mean()-Z  \\\n",
       "953             1.462788            2.532266           -5.476342   \n",
       "6049            2.046623            2.484895           -3.520207   \n",
       "3339            1.458512            2.532124           -5.536178   \n",
       "5750            1.465659            2.531127           -5.514689   \n",
       "\n",
       "      tBodyAcc-mean()-X  tBodyAcc-mean()-Y  tBodyAcc-mean()-Z  \\\n",
       "953            3.989763          -0.954937           2.888615   \n",
       "6049           3.846696          -0.880063           2.866204   \n",
       "3339           3.993612          -0.957786           2.889607   \n",
       "5750           3.922214          -0.946887           2.876148   \n",
       "\n",
       "      tBodyAccJerk-mean()-X  tBodyAccJerk-mean()-Y  tBodyAccJerk-mean()-Z  \\\n",
       "953                0.755486               3.541779               1.773228   \n",
       "6049               0.114167               3.515846               1.657702   \n",
       "3339               0.774999               3.543027               1.783480   \n",
       "5750               0.782550               3.540643               1.812028   \n",
       "\n",
       "      tBodyAccJerkMag-mean()  tBodyAccMag-mean()  tBodyGyro-mean()-X  \\\n",
       "953                 5.745995            3.563287           -2.054041   \n",
       "6049                4.063479            4.630011           -2.489383   \n",
       "3339                5.749430            3.563251           -2.058770   \n",
       "5750                5.735402            3.573648           -2.063205   \n",
       "\n",
       "      tBodyGyro-mean()-Y  tBodyGyro-mean()-Z  tBodyGyroJerk-mean()-X  \\\n",
       "953             3.180956           -2.263060                1.118397   \n",
       "6049            3.221657           -2.189517                1.150136   \n",
       "3339            3.150987           -2.212702                1.116527   \n",
       "5750            3.135899           -2.219777                1.116531   \n",
       "\n",
       "      tBodyGyroJerk-mean()-Y  tBodyGyroJerk-mean()-Z  tBodyGyroJerkMag-mean()  \\\n",
       "953                 0.496001                2.291514                 2.671810   \n",
       "6049                0.398965                3.814132                 2.033608   \n",
       "3339                0.462442                2.351492                 2.671683   \n",
       "5750                0.496151                2.328004                 2.666988   \n",
       "\n",
       "      tBodyGyroMag-mean()  tGravityAcc-mean()-X  tGravityAcc-mean()-Y  \\\n",
       "953              0.328009              2.400357              3.393412   \n",
       "6049            -0.931397              2.315188              2.794488   \n",
       "3339             0.357332              5.087314              0.402347   \n",
       "5750             0.338996              4.616200              1.336379   \n",
       "\n",
       "      tGravityAcc-mean()-Z  tGravityAccMag-mean()  \n",
       "953               3.592428              -0.942169  \n",
       "6049              3.880461              -0.781662  \n",
       "3339              3.594762              -0.942174  \n",
       "5750              0.032001              -0.940610  "
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_no_nan = df_new.dropna()\n",
    "df_no_nan.sample(4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "e67c4e1a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(9826, 67)"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_no_nan.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "271fafe0",
   "metadata": {},
   "source": [
    "Uncomment to export"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "a504bf3a",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_no_nan.to_csv('data/df_no_nan.csv', index = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ab8893fa",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
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