analysis.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "15bdd138",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1c35ca33",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv('data/final_train.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "2d7b9f8e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Unnamed: 0', 'Activity', 'angle(X,gravityMean)',\n",
       "       'angle(Y,gravityMean)', 'angle(Z,gravityMean)',\n",
       "       'angle(tBodyAccJerkMean),gravityMean)', 'angle(tBodyAccMean,gravity)',\n",
       "       'angle(tBodyGyroJerkMean,gravityMean)',\n",
       "       'angle(tBodyGyroMean,gravityMean)', 'energy-mean()',\n",
       "       ...\n",
       "       'tGravityAccMag-energy()', 'tGravityAccMag-entropy()',\n",
       "       'tGravityAccMag-iqr()', 'tGravityAccMag-mad()', 'tGravityAccMag-max()',\n",
       "       'tGravityAccMag-mean()', 'tGravityAccMag-min()', 'tGravityAccMag-sma()',\n",
       "       'tGravityAccMag-std()', 'void()'],\n",
       "      dtype='object', length=573)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.sample(40)\n",
    "df.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "f9b4392e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(11086, 573)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "95bf4af3",
   "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>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>...</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>0</th>\n",
       "      <td>0</td>\n",
       "      <td>STANDING</td>\n",
       "      <td>-1.574191</td>\n",
       "      <td>-0.805700</td>\n",
       "      <td>-2.453831</td>\n",
       "      <td>-1.861714</td>\n",
       "      <td>0.115517</td>\n",
       "      <td>-2.023369</td>\n",
       "      <td>3.125860</td>\n",
       "      <td>-9.474436</td>\n",
       "      <td>...</td>\n",
       "      <td>5.049130</td>\n",
       "      <td>3.272281</td>\n",
       "      <td>5.103018</td>\n",
       "      <td>-0.823302</td>\n",
       "      <td>3.063681</td>\n",
       "      <td>-0.928676</td>\n",
       "      <td>-1.007695</td>\n",
       "      <td>3.094236</td>\n",
       "      <td>1.669987</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</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>...</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>-2.187890</td>\n",
       "      <td>-0.544652</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</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>-11.906904</td>\n",
       "      <td>...</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>-2.071755</td>\n",
       "      <td>2.024442</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>WALKING</td>\n",
       "      <td>-1.574094</td>\n",
       "      <td>-0.793443</td>\n",
       "      <td>-2.449959</td>\n",
       "      <td>-1.842741</td>\n",
       "      <td>-0.195625</td>\n",
       "      <td>-0.950671</td>\n",
       "      <td>2.104353</td>\n",
       "      <td>-11.906121</td>\n",
       "      <td>...</td>\n",
       "      <td>4.860758</td>\n",
       "      <td>4.177535</td>\n",
       "      <td>3.950012</td>\n",
       "      <td>-0.322642</td>\n",
       "      <td>2.366287</td>\n",
       "      <td>-0.866937</td>\n",
       "      <td>-0.696431</td>\n",
       "      <td>1.863375</td>\n",
       "      <td>0.550414</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>LAYING</td>\n",
       "      <td>-1.548333</td>\n",
       "      <td>-0.139628</td>\n",
       "      <td>-2.380889</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.067613</td>\n",
       "      <td>-0.887342</td>\n",
       "      <td>6.007361</td>\n",
       "      <td>-11.970485</td>\n",
       "      <td>...</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>-2.102513</td>\n",
       "      <td>2.024442</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>SITTING</td>\n",
       "      <td>-1.575809</td>\n",
       "      <td>-0.640703</td>\n",
       "      <td>-2.460251</td>\n",
       "      <td>-1.849850</td>\n",
       "      <td>0.174633</td>\n",
       "      <td>-0.151900</td>\n",
       "      <td>3.562269</td>\n",
       "      <td>-5.978664</td>\n",
       "      <td>...</td>\n",
       "      <td>5.012806</td>\n",
       "      <td>3.784507</td>\n",
       "      <td>4.524738</td>\n",
       "      <td>-6.202087</td>\n",
       "      <td>2.763802</td>\n",
       "      <td>-0.913074</td>\n",
       "      <td>-0.991923</td>\n",
       "      <td>2.783184</td>\n",
       "      <td>0.946387</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>6</td>\n",
       "      <td>LAYING</td>\n",
       "      <td>-1.544632</td>\n",
       "      <td>-0.082690</td>\n",
       "      <td>-2.383599</td>\n",
       "      <td>-1.850232</td>\n",
       "      <td>-0.134514</td>\n",
       "      <td>1.509522</td>\n",
       "      <td>4.287757</td>\n",
       "      <td>-11.804038</td>\n",
       "      <td>...</td>\n",
       "      <td>5.060741</td>\n",
       "      <td>1.503260</td>\n",
       "      <td>5.408900</td>\n",
       "      <td>-6.020885</td>\n",
       "      <td>3.316649</td>\n",
       "      <td>-0.944660</td>\n",
       "      <td>-1.035018</td>\n",
       "      <td>3.412909</td>\n",
       "      <td>2.096713</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>7</td>\n",
       "      <td>STANDING</td>\n",
       "      <td>-1.567323</td>\n",
       "      <td>-0.857850</td>\n",
       "      <td>-2.490082</td>\n",
       "      <td>-1.832982</td>\n",
       "      <td>0.112276</td>\n",
       "      <td>-0.738710</td>\n",
       "      <td>7.961757</td>\n",
       "      <td>-9.302665</td>\n",
       "      <td>...</td>\n",
       "      <td>5.060179</td>\n",
       "      <td>2.089889</td>\n",
       "      <td>5.362029</td>\n",
       "      <td>-0.555530</td>\n",
       "      <td>3.272104</td>\n",
       "      <td>-0.942724</td>\n",
       "      <td>-1.030745</td>\n",
       "      <td>-2.238799</td>\n",
       "      <td>2.010097</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>8</td>\n",
       "      <td>LAYING</td>\n",
       "      <td>-1.548536</td>\n",
       "      <td>-0.085978</td>\n",
       "      <td>-2.385792</td>\n",
       "      <td>-1.802245</td>\n",
       "      <td>0.152624</td>\n",
       "      <td>1.059657</td>\n",
       "      <td>6.577405</td>\n",
       "      <td>-6.372738</td>\n",
       "      <td>...</td>\n",
       "      <td>5.058368</td>\n",
       "      <td>2.487948</td>\n",
       "      <td>5.247866</td>\n",
       "      <td>-6.149970</td>\n",
       "      <td>3.259964</td>\n",
       "      <td>-0.938109</td>\n",
       "      <td>-1.017701</td>\n",
       "      <td>3.282303</td>\n",
       "      <td>1.968382</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>9</td>\n",
       "      <td>WALKING_DOWNSTAIRS</td>\n",
       "      <td>-1.574517</td>\n",
       "      <td>-0.779927</td>\n",
       "      <td>-2.460828</td>\n",
       "      <td>-1.826485</td>\n",
       "      <td>-0.089204</td>\n",
       "      <td>1.763456</td>\n",
       "      <td>2.010612</td>\n",
       "      <td>-6.150281</td>\n",
       "      <td>...</td>\n",
       "      <td>4.289583</td>\n",
       "      <td>4.563102</td>\n",
       "      <td>2.775124</td>\n",
       "      <td>-3.942224</td>\n",
       "      <td>1.031420</td>\n",
       "      <td>-0.802131</td>\n",
       "      <td>-0.704161</td>\n",
       "      <td>0.571339</td>\n",
       "      <td>-2.101442</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10 rows × 573 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   Unnamed: 0            Activity  angle(X,gravityMean)  angle(Y,gravityMean)  \\\n",
       "0           0            STANDING             -1.574191             -0.805700   \n",
       "1           1    WALKING_UPSTAIRS             -1.568669             -0.612620   \n",
       "2           2              LAYING             -1.548333             -0.139628   \n",
       "3           3             WALKING             -1.574094             -0.793443   \n",
       "4           4              LAYING             -1.548333             -0.139628   \n",
       "5           5             SITTING             -1.575809             -0.640703   \n",
       "6           6              LAYING             -1.544632             -0.082690   \n",
       "7           7            STANDING             -1.567323             -0.857850   \n",
       "8           8              LAYING             -1.548536             -0.085978   \n",
       "9           9  WALKING_DOWNSTAIRS             -1.574517             -0.779927   \n",
       "\n",
       "   angle(Z,gravityMean)  angle(tBodyAccJerkMean),gravityMean)  \\\n",
       "0             -2.453831                             -1.861714   \n",
       "1             -2.488338                             -1.751117   \n",
       "2             -2.380889                             -1.915239   \n",
       "3             -2.449959                             -1.842741   \n",
       "4             -2.380889                                   NaN   \n",
       "5             -2.460251                             -1.849850   \n",
       "6             -2.383599                             -1.850232   \n",
       "7             -2.490082                             -1.832982   \n",
       "8             -2.385792                             -1.802245   \n",
       "9             -2.460828                             -1.826485   \n",
       "\n",
       "   angle(tBodyAccMean,gravity)  angle(tBodyGyroJerkMean,gravityMean)  \\\n",
       "0                     0.115517                             -2.023369   \n",
       "1                     0.218134                              0.280294   \n",
       "2                     0.067613                             -0.887342   \n",
       "3                    -0.195625                             -0.950671   \n",
       "4                     0.067613                             -0.887342   \n",
       "5                     0.174633                             -0.151900   \n",
       "6                    -0.134514                              1.509522   \n",
       "7                     0.112276                             -0.738710   \n",
       "8                     0.152624                              1.059657   \n",
       "9                    -0.089204                              1.763456   \n",
       "\n",
       "   angle(tBodyGyroMean,gravityMean)  energy-mean()  ...  \\\n",
       "0                          3.125860      -9.474436  ...   \n",
       "1                          7.953403      -0.679894  ...   \n",
       "2                          6.007361     -11.906904  ...   \n",
       "3                          2.104353     -11.906121  ...   \n",
       "4                          6.007361     -11.970485  ...   \n",
       "5                          3.562269      -5.978664  ...   \n",
       "6                          4.287757     -11.804038  ...   \n",
       "7                          7.961757      -9.302665  ...   \n",
       "8                          6.577405      -6.372738  ...   \n",
       "9                          2.010612      -6.150281  ...   \n",
       "\n",
       "   tGravityAccMag-energy()  tGravityAccMag-entropy()  tGravityAccMag-iqr()  \\\n",
       "0                 5.049130                  3.272281              5.103018   \n",
       "1                 4.565443                  4.440779              3.288399   \n",
       "2                 5.059609                  2.296603              5.344174   \n",
       "3                 4.860758                  4.177535              3.950012   \n",
       "4                 5.059609                  2.296603              5.344174   \n",
       "5                 5.012806                  3.784507              4.524738   \n",
       "6                 5.060741                  1.503260              5.408900   \n",
       "7                 5.060179                  2.089889              5.362029   \n",
       "8                 5.058368                  2.487948              5.247866   \n",
       "9                 4.289583                  4.563102              2.775124   \n",
       "\n",
       "   tGravityAccMag-mad()  tGravityAccMag-max()  tGravityAccMag-mean()  \\\n",
       "0             -0.823302              3.063681              -0.928676   \n",
       "1             -2.689605              1.705341              -0.822617   \n",
       "2             -0.549843              3.272225              -0.940610   \n",
       "3             -0.322642              2.366287              -0.866937   \n",
       "4             -0.549843              3.272225              -0.940610   \n",
       "5             -6.202087              2.763802              -0.913074   \n",
       "6             -6.020885              3.316649              -0.944660   \n",
       "7             -0.555530              3.272104              -0.942724   \n",
       "8             -6.149970              3.259964              -0.938109   \n",
       "9             -3.942224              1.031420              -0.802131   \n",
       "\n",
       "   tGravityAccMag-min()  tGravityAccMag-sma()  tGravityAccMag-std()  void()  \n",
       "0             -1.007695              3.094236              1.669987     1.0  \n",
       "1             -0.572410             -2.187890             -0.544652     2.0  \n",
       "2             -1.031522             -2.071755              2.024442     3.0  \n",
       "3             -0.696431              1.863375              0.550414     2.0  \n",
       "4             -1.031522             -2.102513              2.024442     3.0  \n",
       "5             -0.991923              2.783184              0.946387     2.0  \n",
       "6             -1.035018              3.412909              2.096713     1.0  \n",
       "7             -1.030745             -2.238799              2.010097     1.0  \n",
       "8             -1.017701              3.282303              1.968382     1.0  \n",
       "9             -0.704161              0.571339             -2.101442     2.0  \n",
       "\n",
       "[10 rows x 573 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "7e9cbfb4",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</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>...</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>count</th>\n",
       "      <td>11086.000000</td>\n",
       "      <td>11029.000000</td>\n",
       "      <td>11018.000000</td>\n",
       "      <td>11026.000000</td>\n",
       "      <td>11034.000000</td>\n",
       "      <td>11034.000000</td>\n",
       "      <td>11029.000000</td>\n",
       "      <td>11030.000000</td>\n",
       "      <td>11026.000000</td>\n",
       "      <td>11035.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>11029.000000</td>\n",
       "      <td>11045.000000</td>\n",
       "      <td>11041.000000</td>\n",
       "      <td>11027.000000</td>\n",
       "      <td>11027.000000</td>\n",
       "      <td>11021.000000</td>\n",
       "      <td>11020.000000</td>\n",
       "      <td>11029.000000</td>\n",
       "      <td>11040.000000</td>\n",
       "      <td>11021.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>5542.500000</td>\n",
       "      <td>-1.566818</td>\n",
       "      <td>-0.615862</td>\n",
       "      <td>-2.446177</td>\n",
       "      <td>-1.860175</td>\n",
       "      <td>0.090448</td>\n",
       "      <td>-0.156444</td>\n",
       "      <td>5.328109</td>\n",
       "      <td>-7.711158</td>\n",
       "      <td>3.000376</td>\n",
       "      <td>...</td>\n",
       "      <td>4.799723</td>\n",
       "      <td>3.197093</td>\n",
       "      <td>4.304330</td>\n",
       "      <td>-2.919692</td>\n",
       "      <td>2.499275</td>\n",
       "      <td>-0.884620</td>\n",
       "      <td>-0.815378</td>\n",
       "      <td>1.185625</td>\n",
       "      <td>0.742862</td>\n",
       "      <td>2.123673</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>3200.396876</td>\n",
       "      <td>0.009901</td>\n",
       "      <td>0.330366</td>\n",
       "      <td>0.033629</td>\n",
       "      <td>0.070504</td>\n",
       "      <td>0.238381</td>\n",
       "      <td>1.117164</td>\n",
       "      <td>1.969548</td>\n",
       "      <td>4.329267</td>\n",
       "      <td>0.908760</td>\n",
       "      <td>...</td>\n",
       "      <td>0.334508</td>\n",
       "      <td>1.187605</td>\n",
       "      <td>1.209298</td>\n",
       "      <td>2.432306</td>\n",
       "      <td>0.888434</td>\n",
       "      <td>0.064134</td>\n",
       "      <td>0.266911</td>\n",
       "      <td>2.336043</td>\n",
       "      <td>1.479757</td>\n",
       "      <td>0.801226</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>-1.577122</td>\n",
       "      <td>-1.839413</td>\n",
       "      <td>-2.562914</td>\n",
       "      <td>-2.012415</td>\n",
       "      <td>-0.702915</td>\n",
       "      <td>-2.689919</td>\n",
       "      <td>1.772903</td>\n",
       "      <td>-12.306239</td>\n",
       "      <td>-3.830384</td>\n",
       "      <td>...</td>\n",
       "      <td>2.571903</td>\n",
       "      <td>1.139439</td>\n",
       "      <td>-1.100688</td>\n",
       "      <td>-6.499224</td>\n",
       "      <td>-0.562940</td>\n",
       "      <td>-0.945475</td>\n",
       "      <td>-1.044689</td>\n",
       "      <td>-2.490387</td>\n",
       "      <td>-4.343592</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>2771.250000</td>\n",
       "      <td>-1.573312</td>\n",
       "      <td>-0.850689</td>\n",
       "      <td>-2.467732</td>\n",
       "      <td>-1.915239</td>\n",
       "      <td>0.025197</td>\n",
       "      <td>-0.887342</td>\n",
       "      <td>3.763255</td>\n",
       "      <td>-11.912809</td>\n",
       "      <td>2.512880</td>\n",
       "      <td>...</td>\n",
       "      <td>4.565443</td>\n",
       "      <td>2.128277</td>\n",
       "      <td>3.288399</td>\n",
       "      <td>-6.080936</td>\n",
       "      <td>1.705341</td>\n",
       "      <td>-0.942083</td>\n",
       "      <td>-1.031541</td>\n",
       "      <td>-2.032578</td>\n",
       "      <td>-0.544652</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>5542.500000</td>\n",
       "      <td>-1.570783</td>\n",
       "      <td>-0.726956</td>\n",
       "      <td>-2.453059</td>\n",
       "      <td>-1.865249</td>\n",
       "      <td>0.076989</td>\n",
       "      <td>-0.127773</td>\n",
       "      <td>5.656617</td>\n",
       "      <td>-7.267033</td>\n",
       "      <td>3.621215</td>\n",
       "      <td>...</td>\n",
       "      <td>5.053174</td>\n",
       "      <td>3.031624</td>\n",
       "      <td>5.113295</td>\n",
       "      <td>-2.497365</td>\n",
       "      <td>3.135581</td>\n",
       "      <td>-0.932719</td>\n",
       "      <td>-1.011524</td>\n",
       "      <td>1.403936</td>\n",
       "      <td>1.750946</td>\n",
       "      <td>2.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>8313.750000</td>\n",
       "      <td>-1.567797</td>\n",
       "      <td>-0.468971</td>\n",
       "      <td>-2.436508</td>\n",
       "      <td>-1.809428</td>\n",
       "      <td>0.218134</td>\n",
       "      <td>0.593004</td>\n",
       "      <td>6.919413</td>\n",
       "      <td>-4.583362</td>\n",
       "      <td>3.623893</td>\n",
       "      <td>...</td>\n",
       "      <td>5.060045</td>\n",
       "      <td>4.440779</td>\n",
       "      <td>5.353810</td>\n",
       "      <td>-0.549843</td>\n",
       "      <td>3.277020</td>\n",
       "      <td>-0.822617</td>\n",
       "      <td>-0.572410</td>\n",
       "      <td>3.365947</td>\n",
       "      <td>2.025496</td>\n",
       "      <td>3.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>11085.000000</td>\n",
       "      <td>-1.536682</td>\n",
       "      <td>0.720197</td>\n",
       "      <td>-2.345198</td>\n",
       "      <td>-1.714677</td>\n",
       "      <td>0.845884</td>\n",
       "      <td>2.393603</td>\n",
       "      <td>8.247982</td>\n",
       "      <td>3.510343</td>\n",
       "      <td>3.624157</td>\n",
       "      <td>...</td>\n",
       "      <td>5.060843</td>\n",
       "      <td>4.743448</td>\n",
       "      <td>5.435932</td>\n",
       "      <td>-0.133978</td>\n",
       "      <td>3.324141</td>\n",
       "      <td>-0.665371</td>\n",
       "      <td>1.335166</td>\n",
       "      <td>3.790841</td>\n",
       "      <td>2.114257</td>\n",
       "      <td>3.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>8 rows × 572 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         Unnamed: 0  angle(X,gravityMean)  angle(Y,gravityMean)  \\\n",
       "count  11086.000000          11029.000000          11018.000000   \n",
       "mean    5542.500000             -1.566818             -0.615862   \n",
       "std     3200.396876              0.009901              0.330366   \n",
       "min        0.000000             -1.577122             -1.839413   \n",
       "25%     2771.250000             -1.573312             -0.850689   \n",
       "50%     5542.500000             -1.570783             -0.726956   \n",
       "75%     8313.750000             -1.567797             -0.468971   \n",
       "max    11085.000000             -1.536682              0.720197   \n",
       "\n",
       "       angle(Z,gravityMean)  angle(tBodyAccJerkMean),gravityMean)  \\\n",
       "count          11026.000000                          11034.000000   \n",
       "mean              -2.446177                             -1.860175   \n",
       "std                0.033629                              0.070504   \n",
       "min               -2.562914                             -2.012415   \n",
       "25%               -2.467732                             -1.915239   \n",
       "50%               -2.453059                             -1.865249   \n",
       "75%               -2.436508                             -1.809428   \n",
       "max               -2.345198                             -1.714677   \n",
       "\n",
       "       angle(tBodyAccMean,gravity)  angle(tBodyGyroJerkMean,gravityMean)  \\\n",
       "count                 11034.000000                          11029.000000   \n",
       "mean                      0.090448                             -0.156444   \n",
       "std                       0.238381                              1.117164   \n",
       "min                      -0.702915                             -2.689919   \n",
       "25%                       0.025197                             -0.887342   \n",
       "50%                       0.076989                             -0.127773   \n",
       "75%                       0.218134                              0.593004   \n",
       "max                       0.845884                              2.393603   \n",
       "\n",
       "       angle(tBodyGyroMean,gravityMean)  energy-mean()  \\\n",
       "count                      11030.000000   11026.000000   \n",
       "mean                           5.328109      -7.711158   \n",
       "std                            1.969548       4.329267   \n",
       "min                            1.772903     -12.306239   \n",
       "25%                            3.763255     -11.912809   \n",
       "50%                            5.656617      -7.267033   \n",
       "75%                            6.919413      -4.583362   \n",
       "max                            8.247982       3.510343   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-1,16  ...  tGravityAccMag-energy()  \\\n",
       "count                 11035.000000  ...             11029.000000   \n",
       "mean                      3.000376  ...                 4.799723   \n",
       "std                       0.908760  ...                 0.334508   \n",
       "min                      -3.830384  ...                 2.571903   \n",
       "25%                       2.512880  ...                 4.565443   \n",
       "50%                       3.621215  ...                 5.053174   \n",
       "75%                       3.623893  ...                 5.060045   \n",
       "max                       3.624157  ...                 5.060843   \n",
       "\n",
       "       tGravityAccMag-entropy()  tGravityAccMag-iqr()  tGravityAccMag-mad()  \\\n",
       "count              11045.000000          11041.000000          11027.000000   \n",
       "mean                   3.197093              4.304330             -2.919692   \n",
       "std                    1.187605              1.209298              2.432306   \n",
       "min                    1.139439             -1.100688             -6.499224   \n",
       "25%                    2.128277              3.288399             -6.080936   \n",
       "50%                    3.031624              5.113295             -2.497365   \n",
       "75%                    4.440779              5.353810             -0.549843   \n",
       "max                    4.743448              5.435932             -0.133978   \n",
       "\n",
       "       tGravityAccMag-max()  tGravityAccMag-mean()  tGravityAccMag-min()  \\\n",
       "count          11027.000000           11021.000000          11020.000000   \n",
       "mean               2.499275              -0.884620             -0.815378   \n",
       "std                0.888434               0.064134              0.266911   \n",
       "min               -0.562940              -0.945475             -1.044689   \n",
       "25%                1.705341              -0.942083             -1.031541   \n",
       "50%                3.135581              -0.932719             -1.011524   \n",
       "75%                3.277020              -0.822617             -0.572410   \n",
       "max                3.324141              -0.665371              1.335166   \n",
       "\n",
       "       tGravityAccMag-sma()  tGravityAccMag-std()        void()  \n",
       "count          11029.000000          11040.000000  11021.000000  \n",
       "mean               1.185625              0.742862      2.123673  \n",
       "std                2.336043              1.479757      0.801226  \n",
       "min               -2.490387             -4.343592      1.000000  \n",
       "25%               -2.032578             -0.544652      1.000000  \n",
       "50%                1.403936              1.750946      2.000000  \n",
       "75%                3.365947              2.025496      3.000000  \n",
       "max                3.790841              2.114257      3.000000  \n",
       "\n",
       "[8 rows x 572 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "ac102399",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(11086, 573)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "01073e68",
   "metadata": {},
   "source": [
    "pozbyć się niekompletnych wierszy można tak"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "abd963c0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(9624, 573)"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.dropna().shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "a7a39add",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <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",
       "      <th>fBodyBodyGyroJerkMag-meanFreq()</th>\n",
       "      <th>fBodyBodyGyroJerkMag-min()</th>\n",
       "      <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",
       "      <th>fBodyBodyGyroMag-mad()</th>\n",
       "      <th>fBodyBodyGyroMag-max()</th>\n",
       "      <th>fBodyBodyGyroMag-maxInds</th>\n",
       "      <th>fBodyBodyGyroMag-mean()</th>\n",
       "      <th>fBodyBodyGyroMag-meanFreq()</th>\n",
       "      <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",
       "      <th>fBodyGyro-bandsEnergy()-1,16.2</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-1,24</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-1,24.1</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-1,24.2</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-1,8</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-1,8.1</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-1,8.2</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-17,24</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-17,24.1</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-17,24.2</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-17,32</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-17,32.1</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-17,32.2</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-25,32</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-25,32.1</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-25,32.2</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-25,48</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-25,48.1</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-25,48.2</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-33,40</th>\n",
       "      <th>fBodyGyro-bandsEnergy()-33,40.1</th>\n",
       "      <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",
       "      <th>fBodyGyro-bandsEnergy()-49,56.1</th>\n",
       "      <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>9764</th>\n",
       "      <td>9764</td>\n",
       "      <td>SITTING</td>\n",
       "      <td>-1.574905</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-2.449443</td>\n",
       "      <td>-1.780907</td>\n",
       "      <td>0.108242</td>\n",
       "      <td>0.166852</td>\n",
       "      <td>5.826455</td>\n",
       "      <td>-3.650786</td>\n",
       "      <td>3.624026</td>\n",
       "      <td>6.158982</td>\n",
       "      <td>2.495799</td>\n",
       "      <td>5.777371</td>\n",
       "      <td>3.315609</td>\n",
       "      <td>-1.352864</td>\n",
       "      <td>-1.537941</td>\n",
       "      <td>2.846015</td>\n",
       "      <td>8.617755</td>\n",
       "      <td>-2.232554</td>\n",
       "      <td>5.378640</td>\n",
       "      <td>3.999971</td>\n",
       "      <td>1.879961</td>\n",
       "      <td>1.372563</td>\n",
       "      <td>-2.169629</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.957828</td>\n",
       "      <td>5.841622</td>\n",
       "      <td>2.976215</td>\n",
       "      <td>-1.775219</td>\n",
       "      <td>-5.603062</td>\n",
       "      <td>13.744235</td>\n",
       "      <td>1.726381</td>\n",
       "      <td>-0.502964</td>\n",
       "      <td>4.258338</td>\n",
       "      <td>0.957392</td>\n",
       "      <td>0.834774</td>\n",
       "      <td>2.641947</td>\n",
       "      <td>-2.999387</td>\n",
       "      <td>3.361643</td>\n",
       "      <td>2.868657</td>\n",
       "      <td>-1.236475</td>\n",
       "      <td>3.394887</td>\n",
       "      <td>-1.352679</td>\n",
       "      <td>8.803079</td>\n",
       "      <td>3.409449</td>\n",
       "      <td>-5.544001</td>\n",
       "      <td>6.409565</td>\n",
       "      <td>9.489085</td>\n",
       "      <td>1.853876</td>\n",
       "      <td>-3.099419</td>\n",
       "      <td>0.993761</td>\n",
       "      <td>6.103974</td>\n",
       "      <td>-0.563934</td>\n",
       "      <td>-6.474507</td>\n",
       "      <td>-0.039049</td>\n",
       "      <td>4.404360</td>\n",
       "      <td>2.026002</td>\n",
       "      <td>-1.926147</td>\n",
       "      <td>6.599639</td>\n",
       "      <td>2.896934</td>\n",
       "      <td>7.637599</td>\n",
       "      <td>7.836285</td>\n",
       "      <td>-0.787261</td>\n",
       "      <td>2.542319</td>\n",
       "      <td>-2.755729</td>\n",
       "      <td>4.160736</td>\n",
       "      <td>5.916327</td>\n",
       "      <td>0.415446</td>\n",
       "      <td>1.605963</td>\n",
       "      <td>5.241266</td>\n",
       "      <td>6.624075</td>\n",
       "      <td>0.506555</td>\n",
       "      <td>3.803078</td>\n",
       "      <td>1.841663</td>\n",
       "      <td>0.515509</td>\n",
       "      <td>-7.614785</td>\n",
       "      <td>-1.032672</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-4.557856</td>\n",
       "      <td>2.675463</td>\n",
       "      <td>-1.924107</td>\n",
       "      <td>-0.208581</td>\n",
       "      <td>3.146687</td>\n",
       "      <td>3.529017</td>\n",
       "      <td>0.062869</td>\n",
       "      <td>4.702336</td>\n",
       "      <td>6.721149</td>\n",
       "      <td>-0.767699</td>\n",
       "      <td>0.800218</td>\n",
       "      <td>-1.262752</td>\n",
       "      <td>4.204300</td>\n",
       "      <td>-0.221335</td>\n",
       "      <td>6.389222</td>\n",
       "      <td>0.815883</td>\n",
       "      <td>-2.333451</td>\n",
       "      <td>2.392561</td>\n",
       "      <td>6.401529</td>\n",
       "      <td>5.566945</td>\n",
       "      <td>2.645546</td>\n",
       "      <td>5.246668</td>\n",
       "      <td>6.227791</td>\n",
       "      <td>4.612785</td>\n",
       "      <td>-1.783880</td>\n",
       "      <td>7.268634</td>\n",
       "      <td>2.194104</td>\n",
       "      <td>-2.220558</td>\n",
       "      <td>3.716358</td>\n",
       "      <td>0.496481</td>\n",
       "      <td>-3.674395</td>\n",
       "      <td>0.052090</td>\n",
       "      <td>-5.364533</td>\n",
       "      <td>5.695264</td>\n",
       "      <td>3.693001</td>\n",
       "      <td>6.132761</td>\n",
       "      <td>2.193652</td>\n",
       "      <td>8.042084</td>\n",
       "      <td>-0.628557</td>\n",
       "      <td>-1.771166</td>\n",
       "      <td>7.569577</td>\n",
       "      <td>3.040542</td>\n",
       "      <td>4.322290</td>\n",
       "      <td>2.630436</td>\n",
       "      <td>-2.273172</td>\n",
       "      <td>5.130485</td>\n",
       "      <td>7.728147</td>\n",
       "      <td>0.714377</td>\n",
       "      <td>8.561117</td>\n",
       "      <td>7.385266</td>\n",
       "      <td>4.286265</td>\n",
       "      <td>1.107758</td>\n",
       "      <td>2.361642</td>\n",
       "      <td>1.126607</td>\n",
       "      <td>-0.987903</td>\n",
       "      <td>1.811929</td>\n",
       "      <td>2.338485</td>\n",
       "      <td>4.061998</td>\n",
       "      <td>4.097324</td>\n",
       "      <td>5.929388</td>\n",
       "      <td>1.832855</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-0.843443</td>\n",
       "      <td>-2.237247</td>\n",
       "      <td>6.199549</td>\n",
       "      <td>3.206196</td>\n",
       "      <td>-1.793635</td>\n",
       "      <td>3.186648</td>\n",
       "      <td>0.703614</td>\n",
       "      <td>4.652160</td>\n",
       "      <td>3.109493</td>\n",
       "      <td>1.709545</td>\n",
       "      <td>0.862506</td>\n",
       "      <td>1.228889</td>\n",
       "      <td>-1.983492</td>\n",
       "      <td>0.076646</td>\n",
       "      <td>4.687327</td>\n",
       "      <td>1.774773</td>\n",
       "      <td>-1.614845</td>\n",
       "      <td>-4.602236</td>\n",
       "      <td>6.354095</td>\n",
       "      <td>0.583519</td>\n",
       "      <td>-2.414230</td>\n",
       "      <td>3.505857</td>\n",
       "      <td>5.795360</td>\n",
       "      <td>2.434305</td>\n",
       "      <td>1.422576</td>\n",
       "      <td>1.104120</td>\n",
       "      <td>-0.648569</td>\n",
       "      <td>-4.029269</td>\n",
       "      <td>0.273492</td>\n",
       "      <td>2.361234</td>\n",
       "      <td>2.650152</td>\n",
       "      <td>3.685232</td>\n",
       "      <td>5.224474</td>\n",
       "      <td>-5.678103</td>\n",
       "      <td>2.664863</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.187429</td>\n",
       "      <td>7.524645</td>\n",
       "      <td>3.218965</td>\n",
       "      <td>-0.454937</td>\n",
       "      <td>3.400783</td>\n",
       "      <td>-4.077172</td>\n",
       "      <td>-0.787878</td>\n",
       "      <td>-3.398272</td>\n",
       "      <td>3.685143</td>\n",
       "      <td>0.854606</td>\n",
       "      <td>4.604610</td>\n",
       "      <td>3.678834</td>\n",
       "      <td>3.790182</td>\n",
       "      <td>3.636141</td>\n",
       "      <td>3.336290</td>\n",
       "      <td>1.113025</td>\n",
       "      <td>-3.113080</td>\n",
       "      <td>6.392211</td>\n",
       "      <td>0.227274</td>\n",
       "      <td>-3.015789</td>\n",
       "      <td>3.488704</td>\n",
       "      <td>4.655758</td>\n",
       "      <td>4.217081</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.044230</td>\n",
       "      <td>0.851442</td>\n",
       "      <td>2.745715</td>\n",
       "      <td>-0.312646</td>\n",
       "      <td>0.316823</td>\n",
       "      <td>4.606930</td>\n",
       "      <td>4.779934</td>\n",
       "      <td>3.065202</td>\n",
       "      <td>-6.015537</td>\n",
       "      <td>-2.927452</td>\n",
       "      <td>-0.429453</td>\n",
       "      <td>6.792823</td>\n",
       "      <td>3.742385</td>\n",
       "      <td>-0.008810</td>\n",
       "      <td>-0.395160</td>\n",
       "      <td>-1.119278</td>\n",
       "      <td>1.586127</td>\n",
       "      <td>2.900424</td>\n",
       "      <td>0.279028</td>\n",
       "      <td>4.534764</td>\n",
       "      <td>3.611966</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-7.684692</td>\n",
       "      <td>-0.231342</td>\n",
       "      <td>1.416696</td>\n",
       "      <td>0.941641</td>\n",
       "      <td>4.717444</td>\n",
       "      <td>-4.198970</td>\n",
       "      <td>0.744313</td>\n",
       "      <td>3.689657</td>\n",
       "      <td>7.215633</td>\n",
       "      <td>5.761827</td>\n",
       "      <td>-7.056576</td>\n",
       "      <td>0.928156</td>\n",
       "      <td>6.995951</td>\n",
       "      <td>-0.433742</td>\n",
       "      <td>-1.013035</td>\n",
       "      <td>-2.013028</td>\n",
       "      <td>-0.241998</td>\n",
       "      <td>-1.184251</td>\n",
       "      <td>4.225303</td>\n",
       "      <td>-2.246091</td>\n",
       "      <td>0.789371</td>\n",
       "      <td>-0.209324</td>\n",
       "      <td>3.800870</td>\n",
       "      <td>-1.131793</td>\n",
       "      <td>-2.462449</td>\n",
       "      <td>-2.576618</td>\n",
       "      <td>4.964416</td>\n",
       "      <td>1.213925</td>\n",
       "      <td>-1.136597</td>\n",
       "      <td>3.922135</td>\n",
       "      <td>-0.905009</td>\n",
       "      <td>3.829826</td>\n",
       "      <td>4.396650</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.383625</td>\n",
       "      <td>-0.679862</td>\n",
       "      <td>5.774825</td>\n",
       "      <td>5.555304</td>\n",
       "      <td>1.493405</td>\n",
       "      <td>-5.907536</td>\n",
       "      <td>1.809047</td>\n",
       "      <td>7.929338</td>\n",
       "      <td>4.501505</td>\n",
       "      <td>3.705115</td>\n",
       "      <td>-1.781798</td>\n",
       "      <td>-3.844881</td>\n",
       "      <td>3.411994</td>\n",
       "      <td>1.503668</td>\n",
       "      <td>-1.771627</td>\n",
       "      <td>5.807832</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-1.650226</td>\n",
       "      <td>-1.023603</td>\n",
       "      <td>-0.211062</td>\n",
       "      <td>5.303134</td>\n",
       "      <td>5.107754</td>\n",
       "      <td>0.158006</td>\n",
       "      <td>2.737224</td>\n",
       "      <td>-0.066557</td>\n",
       "      <td>2.571326</td>\n",
       "      <td>-2.031341</td>\n",
       "      <td>3.486200</td>\n",
       "      <td>1.247276</td>\n",
       "      <td>1.440700</td>\n",
       "      <td>2.533477</td>\n",
       "      <td>-5.543335</td>\n",
       "      <td>0.815782</td>\n",
       "      <td>1.171653</td>\n",
       "      <td>0.729127</td>\n",
       "      <td>2.298642</td>\n",
       "      <td>3.061121</td>\n",
       "      <td>1.140570</td>\n",
       "      <td>6.838386</td>\n",
       "      <td>0.297690</td>\n",
       "      <td>-0.493093</td>\n",
       "      <td>3.524894</td>\n",
       "      <td>3.343095</td>\n",
       "      <td>0.811009</td>\n",
       "      <td>4.710975</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>-0.179539</td>\n",
       "      <td>-4.577670</td>\n",
       "      <td>-0.563130</td>\n",
       "      <td>0.245370</td>\n",
       "      <td>-2.508724</td>\n",
       "      <td>-0.814960</td>\n",
       "      <td>3.071901</td>\n",
       "      <td>0.354772</td>\n",
       "      <td>-1.507356</td>\n",
       "      <td>-0.326949</td>\n",
       "      <td>-2.359286</td>\n",
       "      <td>3.219647</td>\n",
       "      <td>0.235778</td>\n",
       "      <td>1.941861</td>\n",
       "      <td>-2.023984</td>\n",
       "      <td>5.577262</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.200026</td>\n",
       "      <td>0.144292</td>\n",
       "      <td>1.941996</td>\n",
       "      <td>-2.445100</td>\n",
       "      <td>3.014469</td>\n",
       "      <td>2.549276</td>\n",
       "      <td>2.583843</td>\n",
       "      <td>1.714568</td>\n",
       "      <td>0.065216</td>\n",
       "      <td>-2.506513</td>\n",
       "      <td>-0.114057</td>\n",
       "      <td>5.654021</td>\n",
       "      <td>4.420722</td>\n",
       "      <td>3.991812</td>\n",
       "      <td>-0.953312</td>\n",
       "      <td>2.877826</td>\n",
       "      <td>-3.376049</td>\n",
       "      <td>1.154544</td>\n",
       "      <td>-4.482207</td>\n",
       "      <td>4.928796</td>\n",
       "      <td>6.346898</td>\n",
       "      <td>3.885173</td>\n",
       "      <td>3.441130</td>\n",
       "      <td>2.362944</td>\n",
       "      <td>3.870941</td>\n",
       "      <td>-3.220038</td>\n",
       "      <td>-0.200303</td>\n",
       "      <td>1.342360</td>\n",
       "      <td>-0.973021</td>\n",
       "      <td>4.935938</td>\n",
       "      <td>-1.196277</td>\n",
       "      <td>2.071504</td>\n",
       "      <td>-0.503232</td>\n",
       "      <td>3.328584</td>\n",
       "      <td>-0.636334</td>\n",
       "      <td>1.973398</td>\n",
       "      <td>2.418348</td>\n",
       "      <td>0.048601</td>\n",
       "      <td>-0.781136</td>\n",
       "      <td>-0.720239</td>\n",
       "      <td>-0.346679</td>\n",
       "      <td>8.425039</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.268998</td>\n",
       "      <td>-1.591008</td>\n",
       "      <td>9.161802</td>\n",
       "      <td>-1.089600</td>\n",
       "      <td>-0.657643</td>\n",
       "      <td>8.871419</td>\n",
       "      <td>1.856311</td>\n",
       "      <td>-0.137882</td>\n",
       "      <td>7.174148</td>\n",
       "      <td>4.816622</td>\n",
       "      <td>0.775175</td>\n",
       "      <td>3.539794</td>\n",
       "      <td>1.784469</td>\n",
       "      <td>-2.240779</td>\n",
       "      <td>-8.225025</td>\n",
       "      <td>1.028330</td>\n",
       "      <td>0.186471</td>\n",
       "      <td>6.312321</td>\n",
       "      <td>-0.532918</td>\n",
       "      <td>3.924707</td>\n",
       "      <td>-2.782270</td>\n",
       "      <td>3.243260</td>\n",
       "      <td>0.528791</td>\n",
       "      <td>1.108506</td>\n",
       "      <td>2.120711</td>\n",
       "      <td>-3.723038</td>\n",
       "      <td>4.619860</td>\n",
       "      <td>2.489332</td>\n",
       "      <td>4.678002</td>\n",
       "      <td>5.768524</td>\n",
       "      <td>-0.535244</td>\n",
       "      <td>0.713280</td>\n",
       "      <td>2.314100</td>\n",
       "      <td>2.784790</td>\n",
       "      <td>-0.131816</td>\n",
       "      <td>-5.187868</td>\n",
       "      <td>2.017808</td>\n",
       "      <td>7.232785</td>\n",
       "      <td>3.036059</td>\n",
       "      <td>0.964661</td>\n",
       "      <td>0.497270</td>\n",
       "      <td>5.755314</td>\n",
       "      <td>3.555927</td>\n",
       "      <td>11.638764</td>\n",
       "      <td>-0.373169</td>\n",
       "      <td>1.658371</td>\n",
       "      <td>1.765592</td>\n",
       "      <td>0.729759</td>\n",
       "      <td>-0.640141</td>\n",
       "      <td>-2.112516</td>\n",
       "      <td>4.253960</td>\n",
       "      <td>3.691823</td>\n",
       "      <td>-1.288560</td>\n",
       "      <td>1.216066</td>\n",
       "      <td>3.480326</td>\n",
       "      <td>-1.623343</td>\n",
       "      <td>6.528460</td>\n",
       "      <td>0.848695</td>\n",
       "      <td>7.154642</td>\n",
       "      <td>1.310533</td>\n",
       "      <td>-1.550629</td>\n",
       "      <td>-4.299859</td>\n",
       "      <td>5.837425</td>\n",
       "      <td>4.683186</td>\n",
       "      <td>5.953259</td>\n",
       "      <td>0.041513</td>\n",
       "      <td>-2.703651</td>\n",
       "      <td>1.622696</td>\n",
       "      <td>-0.875589</td>\n",
       "      <td>-1.118484</td>\n",
       "      <td>5.350320</td>\n",
       "      <td>-10.646065</td>\n",
       "      <td>7.885209</td>\n",
       "      <td>-2.240516</td>\n",
       "      <td>2.538555</td>\n",
       "      <td>-1.850892</td>\n",
       "      <td>1.825918</td>\n",
       "      <td>3.376939</td>\n",
       "      <td>0.578243</td>\n",
       "      <td>-2.071697</td>\n",
       "      <td>3.176930</td>\n",
       "      <td>-2.319056</td>\n",
       "      <td>0.454469</td>\n",
       "      <td>-3.755341</td>\n",
       "      <td>-2.064993</td>\n",
       "      <td>0.494658</td>\n",
       "      <td>5.386529</td>\n",
       "      <td>5.699823</td>\n",
       "      <td>1.796952</td>\n",
       "      <td>-5.439961</td>\n",
       "      <td>0.140082</td>\n",
       "      <td>1.241517</td>\n",
       "      <td>-2.916012</td>\n",
       "      <td>2.625215</td>\n",
       "      <td>-5.676584</td>\n",
       "      <td>-0.073396</td>\n",
       "      <td>2.338588</td>\n",
       "      <td>1.204595</td>\n",
       "      <td>-3.904280</td>\n",
       "      <td>1.432715</td>\n",
       "      <td>-1.179320</td>\n",
       "      <td>0.872037</td>\n",
       "      <td>-1.395945</td>\n",
       "      <td>1.601190</td>\n",
       "      <td>2.282267</td>\n",
       "      <td>11.357460</td>\n",
       "      <td>5.270661</td>\n",
       "      <td>-0.210437</td>\n",
       "      <td>-1.328270</td>\n",
       "      <td>-1.954153</td>\n",
       "      <td>-0.732693</td>\n",
       "      <td>1.400928</td>\n",
       "      <td>1.545873</td>\n",
       "      <td>6.991828</td>\n",
       "      <td>4.621538</td>\n",
       "      <td>4.005984</td>\n",
       "      <td>-0.447767</td>\n",
       "      <td>-2.552119</td>\n",
       "      <td>-1.131860</td>\n",
       "      <td>1.118125</td>\n",
       "      <td>0.477448</td>\n",
       "      <td>2.346415</td>\n",
       "      <td>-3.429210</td>\n",
       "      <td>0.409714</td>\n",
       "      <td>-4.857971</td>\n",
       "      <td>0.595625</td>\n",
       "      <td>-4.170098</td>\n",
       "      <td>-0.591168</td>\n",
       "      <td>0.852412</td>\n",
       "      <td>-1.057814</td>\n",
       "      <td>-2.559587</td>\n",
       "      <td>-1.603548</td>\n",
       "      <td>3.346634</td>\n",
       "      <td>1.672594</td>\n",
       "      <td>-1.463444</td>\n",
       "      <td>6.716242</td>\n",
       "      <td>4.941907</td>\n",
       "      <td>1.786759</td>\n",
       "      <td>2.689483</td>\n",
       "      <td>6.005445</td>\n",
       "      <td>11.846963</td>\n",
       "      <td>-2.669646</td>\n",
       "      <td>2.416065</td>\n",
       "      <td>-3.406350</td>\n",
       "      <td>-1.380525</td>\n",
       "      <td>-2.386648</td>\n",
       "      <td>0.790612</td>\n",
       "      <td>4.911632</td>\n",
       "      <td>0.591246</td>\n",
       "      <td>1.795160</td>\n",
       "      <td>3.124094</td>\n",
       "      <td>0.356756</td>\n",
       "      <td>1.423444</td>\n",
       "      <td>-1.556017</td>\n",
       "      <td>5.820529</td>\n",
       "      <td>-1.827441</td>\n",
       "      <td>3.754115</td>\n",
       "      <td>-2.446198</td>\n",
       "      <td>-2.153760</td>\n",
       "      <td>-5.137639</td>\n",
       "      <td>4.981448</td>\n",
       "      <td>-1.258289</td>\n",
       "      <td>1.817383</td>\n",
       "      <td>2.988156</td>\n",
       "      <td>-2.141186</td>\n",
       "      <td>6.066877</td>\n",
       "      <td>1.243330</td>\n",
       "      <td>-4.870156</td>\n",
       "      <td>3.697090</td>\n",
       "      <td>2.583124</td>\n",
       "      <td>1.532587</td>\n",
       "      <td>-3.388202</td>\n",
       "      <td>1.846237</td>\n",
       "      <td>8.394366</td>\n",
       "      <td>2.909189</td>\n",
       "      <td>1.736547</td>\n",
       "      <td>4.728045</td>\n",
       "      <td>-1.579507</td>\n",
       "      <td>-0.390526</td>\n",
       "      <td>4.070255</td>\n",
       "      <td>4.703077</td>\n",
       "      <td>7.342025</td>\n",
       "      <td>-5.997414</td>\n",
       "      <td>0.436461</td>\n",
       "      <td>-1.557791</td>\n",
       "      <td>2.252792</td>\n",
       "      <td>2.385108</td>\n",
       "      <td>3.545754</td>\n",
       "      <td>-2.151800</td>\n",
       "      <td>-3.331037</td>\n",
       "      <td>-0.262138</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.747651</td>\n",
       "      <td>1.426446</td>\n",
       "      <td>4.124467</td>\n",
       "      <td>3.355023</td>\n",
       "      <td>5.548041</td>\n",
       "      <td>1.760349</td>\n",
       "      <td>0.953979</td>\n",
       "      <td>5.060453</td>\n",
       "      <td>1.891412</td>\n",
       "      <td>5.389366</td>\n",
       "      <td>-0.432448</td>\n",
       "      <td>3.295515</td>\n",
       "      <td>-0.943277</td>\n",
       "      <td>-1.031756</td>\n",
       "      <td>3.385321</td>\n",
       "      <td>2.065768</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7624</th>\n",
       "      <td>7624</td>\n",
       "      <td>SITTING</td>\n",
       "      <td>-1.570374</td>\n",
       "      <td>-0.807312</td>\n",
       "      <td>-2.432511</td>\n",
       "      <td>-1.836867</td>\n",
       "      <td>0.150060</td>\n",
       "      <td>-0.362867</td>\n",
       "      <td>5.352938</td>\n",
       "      <td>-4.480885</td>\n",
       "      <td>3.624099</td>\n",
       "      <td>6.159186</td>\n",
       "      <td>2.495153</td>\n",
       "      <td>5.777394</td>\n",
       "      <td>3.316270</td>\n",
       "      <td>-1.352859</td>\n",
       "      <td>-1.537948</td>\n",
       "      <td>2.846161</td>\n",
       "      <td>8.619071</td>\n",
       "      <td>-2.232617</td>\n",
       "      <td>5.378815</td>\n",
       "      <td>4.000088</td>\n",
       "      <td>1.879957</td>\n",
       "      <td>1.372420</td>\n",
       "      <td>-2.169701</td>\n",
       "      <td>0.485709</td>\n",
       "      <td>2.958453</td>\n",
       "      <td>5.841694</td>\n",
       "      <td>2.976434</td>\n",
       "      <td>-1.775412</td>\n",
       "      <td>-5.603273</td>\n",
       "      <td>13.744207</td>\n",
       "      <td>1.726463</td>\n",
       "      <td>-0.502970</td>\n",
       "      <td>4.258363</td>\n",
       "      <td>0.957641</td>\n",
       "      <td>0.834848</td>\n",
       "      <td>2.642054</td>\n",
       "      <td>-2.998798</td>\n",
       "      <td>3.362026</td>\n",
       "      <td>2.868678</td>\n",
       "      <td>-1.236485</td>\n",
       "      <td>3.394408</td>\n",
       "      <td>-1.352659</td>\n",
       "      <td>8.804043</td>\n",
       "      <td>3.409610</td>\n",
       "      <td>-5.543994</td>\n",
       "      <td>6.409726</td>\n",
       "      <td>9.489146</td>\n",
       "      <td>1.853954</td>\n",
       "      <td>-3.099606</td>\n",
       "      <td>0.993660</td>\n",
       "      <td>6.104058</td>\n",
       "      <td>-0.564161</td>\n",
       "      <td>-6.474674</td>\n",
       "      <td>0.086024</td>\n",
       "      <td>4.542828</td>\n",
       "      <td>2.324510</td>\n",
       "      <td>-1.925551</td>\n",
       "      <td>6.617405</td>\n",
       "      <td>2.896613</td>\n",
       "      <td>7.784657</td>\n",
       "      <td>8.141759</td>\n",
       "      <td>-0.397117</td>\n",
       "      <td>2.544998</td>\n",
       "      <td>-2.752606</td>\n",
       "      <td>4.184102</td>\n",
       "      <td>5.894800</td>\n",
       "      <td>0.352879</td>\n",
       "      <td>-0.366337</td>\n",
       "      <td>5.240998</td>\n",
       "      <td>6.648717</td>\n",
       "      <td>0.510853</td>\n",
       "      <td>3.758202</td>\n",
       "      <td>2.097024</td>\n",
       "      <td>0.515509</td>\n",
       "      <td>-7.616291</td>\n",
       "      <td>-1.039216</td>\n",
       "      <td>6.327437</td>\n",
       "      <td>-4.374547</td>\n",
       "      <td>3.056902</td>\n",
       "      <td>-1.962072</td>\n",
       "      <td>-0.216916</td>\n",
       "      <td>3.155335</td>\n",
       "      <td>3.536914</td>\n",
       "      <td>0.186114</td>\n",
       "      <td>5.257307</td>\n",
       "      <td>6.903546</td>\n",
       "      <td>-0.759841</td>\n",
       "      <td>0.805170</td>\n",
       "      <td>-1.245933</td>\n",
       "      <td>4.222120</td>\n",
       "      <td>-0.221291</td>\n",
       "      <td>6.389369</td>\n",
       "      <td>0.815733</td>\n",
       "      <td>-2.333429</td>\n",
       "      <td>2.392683</td>\n",
       "      <td>6.401783</td>\n",
       "      <td>5.566951</td>\n",
       "      <td>2.645483</td>\n",
       "      <td>5.246716</td>\n",
       "      <td>6.227976</td>\n",
       "      <td>4.612950</td>\n",
       "      <td>-1.783821</td>\n",
       "      <td>7.268550</td>\n",
       "      <td>2.194346</td>\n",
       "      <td>-2.220556</td>\n",
       "      <td>3.717019</td>\n",
       "      <td>0.497511</td>\n",
       "      <td>-3.674371</td>\n",
       "      <td>0.052399</td>\n",
       "      <td>-5.364672</td>\n",
       "      <td>5.695359</td>\n",
       "      <td>3.693006</td>\n",
       "      <td>6.133115</td>\n",
       "      <td>2.193645</td>\n",
       "      <td>8.042087</td>\n",
       "      <td>-0.629384</td>\n",
       "      <td>-1.771163</td>\n",
       "      <td>7.569718</td>\n",
       "      <td>3.041612</td>\n",
       "      <td>4.322397</td>\n",
       "      <td>2.630436</td>\n",
       "      <td>-2.273810</td>\n",
       "      <td>5.131081</td>\n",
       "      <td>7.728134</td>\n",
       "      <td>0.714292</td>\n",
       "      <td>8.561690</td>\n",
       "      <td>7.385255</td>\n",
       "      <td>4.286262</td>\n",
       "      <td>1.108421</td>\n",
       "      <td>2.361622</td>\n",
       "      <td>1.126675</td>\n",
       "      <td>-0.987882</td>\n",
       "      <td>1.811891</td>\n",
       "      <td>2.338550</td>\n",
       "      <td>4.062186</td>\n",
       "      <td>4.097324</td>\n",
       "      <td>5.929388</td>\n",
       "      <td>1.832855</td>\n",
       "      <td>-1.406641</td>\n",
       "      <td>-0.843562</td>\n",
       "      <td>-2.241640</td>\n",
       "      <td>6.265433</td>\n",
       "      <td>3.213548</td>\n",
       "      <td>-1.209699</td>\n",
       "      <td>3.194081</td>\n",
       "      <td>0.704398</td>\n",
       "      <td>4.646216</td>\n",
       "      <td>3.112693</td>\n",
       "      <td>1.706800</td>\n",
       "      <td>0.862561</td>\n",
       "      <td>1.635033</td>\n",
       "      <td>-2.486185</td>\n",
       "      <td>-0.093479</td>\n",
       "      <td>4.694616</td>\n",
       "      <td>1.805791</td>\n",
       "      <td>-1.607166</td>\n",
       "      <td>-4.296239</td>\n",
       "      <td>6.664948</td>\n",
       "      <td>0.586753</td>\n",
       "      <td>-2.409936</td>\n",
       "      <td>3.472762</td>\n",
       "      <td>5.814795</td>\n",
       "      <td>2.845965</td>\n",
       "      <td>1.503953</td>\n",
       "      <td>1.670550</td>\n",
       "      <td>-0.637618</td>\n",
       "      <td>-4.019092</td>\n",
       "      <td>0.253811</td>\n",
       "      <td>2.361796</td>\n",
       "      <td>2.650508</td>\n",
       "      <td>3.805075</td>\n",
       "      <td>5.242389</td>\n",
       "      <td>-5.692976</td>\n",
       "      <td>2.692883</td>\n",
       "      <td>-1.680585</td>\n",
       "      <td>4.420318</td>\n",
       "      <td>7.546018</td>\n",
       "      <td>2.726021</td>\n",
       "      <td>-0.453975</td>\n",
       "      <td>3.588227</td>\n",
       "      <td>-4.089284</td>\n",
       "      <td>-0.767439</td>\n",
       "      <td>-3.398363</td>\n",
       "      <td>3.685143</td>\n",
       "      <td>0.868870</td>\n",
       "      <td>4.708696</td>\n",
       "      <td>3.709555</td>\n",
       "      <td>3.794333</td>\n",
       "      <td>3.088740</td>\n",
       "      <td>3.336445</td>\n",
       "      <td>0.493640</td>\n",
       "      <td>-3.112039</td>\n",
       "      <td>5.999837</td>\n",
       "      <td>0.231702</td>\n",
       "      <td>-3.017017</td>\n",
       "      <td>3.488713</td>\n",
       "      <td>4.655758</td>\n",
       "      <td>4.217181</td>\n",
       "      <td>-7.638240</td>\n",
       "      <td>4.045607</td>\n",
       "      <td>0.852676</td>\n",
       "      <td>2.387620</td>\n",
       "      <td>-0.311556</td>\n",
       "      <td>0.501764</td>\n",
       "      <td>4.598120</td>\n",
       "      <td>4.470153</td>\n",
       "      <td>3.068361</td>\n",
       "      <td>-6.015474</td>\n",
       "      <td>-2.927753</td>\n",
       "      <td>-0.650289</td>\n",
       "      <td>6.792168</td>\n",
       "      <td>3.806361</td>\n",
       "      <td>-0.023078</td>\n",
       "      <td>-0.410677</td>\n",
       "      <td>-1.119278</td>\n",
       "      <td>1.590307</td>\n",
       "      <td>2.653964</td>\n",
       "      <td>0.275361</td>\n",
       "      <td>5.016499</td>\n",
       "      <td>3.606194</td>\n",
       "      <td>4.845843</td>\n",
       "      <td>-7.684718</td>\n",
       "      <td>-0.231349</td>\n",
       "      <td>1.416569</td>\n",
       "      <td>0.941669</td>\n",
       "      <td>4.717447</td>\n",
       "      <td>-4.198919</td>\n",
       "      <td>0.744315</td>\n",
       "      <td>3.689691</td>\n",
       "      <td>7.215533</td>\n",
       "      <td>5.761782</td>\n",
       "      <td>-7.056579</td>\n",
       "      <td>0.928117</td>\n",
       "      <td>6.995890</td>\n",
       "      <td>-0.433742</td>\n",
       "      <td>-1.013073</td>\n",
       "      <td>-2.012935</td>\n",
       "      <td>-0.241995</td>\n",
       "      <td>-1.184273</td>\n",
       "      <td>4.225266</td>\n",
       "      <td>-2.246093</td>\n",
       "      <td>0.789278</td>\n",
       "      <td>-0.209303</td>\n",
       "      <td>3.800852</td>\n",
       "      <td>-1.131810</td>\n",
       "      <td>-2.462454</td>\n",
       "      <td>-2.576658</td>\n",
       "      <td>4.964315</td>\n",
       "      <td>1.213922</td>\n",
       "      <td>-1.136588</td>\n",
       "      <td>3.921958</td>\n",
       "      <td>-0.905071</td>\n",
       "      <td>3.829185</td>\n",
       "      <td>4.396460</td>\n",
       "      <td>1.261182</td>\n",
       "      <td>3.383041</td>\n",
       "      <td>-0.680296</td>\n",
       "      <td>5.774814</td>\n",
       "      <td>5.555589</td>\n",
       "      <td>1.492719</td>\n",
       "      <td>-5.907537</td>\n",
       "      <td>1.809039</td>\n",
       "      <td>7.929311</td>\n",
       "      <td>4.501515</td>\n",
       "      <td>3.705138</td>\n",
       "      <td>-1.781847</td>\n",
       "      <td>-3.546133</td>\n",
       "      <td>3.279071</td>\n",
       "      <td>1.503668</td>\n",
       "      <td>-1.773158</td>\n",
       "      <td>5.807578</td>\n",
       "      <td>-1.522943</td>\n",
       "      <td>-0.741741</td>\n",
       "      <td>-2.392113</td>\n",
       "      <td>-0.729000</td>\n",
       "      <td>5.305876</td>\n",
       "      <td>5.108628</td>\n",
       "      <td>0.157087</td>\n",
       "      <td>2.745536</td>\n",
       "      <td>-0.066725</td>\n",
       "      <td>2.566869</td>\n",
       "      <td>-2.031341</td>\n",
       "      <td>3.486200</td>\n",
       "      <td>1.247276</td>\n",
       "      <td>1.440982</td>\n",
       "      <td>2.533274</td>\n",
       "      <td>-5.533564</td>\n",
       "      <td>1.434771</td>\n",
       "      <td>1.828474</td>\n",
       "      <td>0.908673</td>\n",
       "      <td>2.294213</td>\n",
       "      <td>3.058268</td>\n",
       "      <td>1.100310</td>\n",
       "      <td>9.457173</td>\n",
       "      <td>0.730777</td>\n",
       "      <td>-1.574117</td>\n",
       "      <td>3.521353</td>\n",
       "      <td>3.351585</td>\n",
       "      <td>0.811252</td>\n",
       "      <td>4.709006</td>\n",
       "      <td>-5.577367</td>\n",
       "      <td>16</td>\n",
       "      <td>-0.761251</td>\n",
       "      <td>-4.379541</td>\n",
       "      <td>-0.615835</td>\n",
       "      <td>0.293573</td>\n",
       "      <td>-2.325944</td>\n",
       "      <td>-0.820708</td>\n",
       "      <td>3.109691</td>\n",
       "      <td>0.225664</td>\n",
       "      <td>-1.631884</td>\n",
       "      <td>-0.341180</td>\n",
       "      <td>-1.644994</td>\n",
       "      <td>3.005876</td>\n",
       "      <td>0.293965</td>\n",
       "      <td>2.142446</td>\n",
       "      <td>-3.016254</td>\n",
       "      <td>5.577294</td>\n",
       "      <td>1.882619</td>\n",
       "      <td>4.202225</td>\n",
       "      <td>0.214210</td>\n",
       "      <td>2.409747</td>\n",
       "      <td>-2.419747</td>\n",
       "      <td>3.015903</td>\n",
       "      <td>2.553170</td>\n",
       "      <td>2.640589</td>\n",
       "      <td>1.718136</td>\n",
       "      <td>0.062442</td>\n",
       "      <td>-2.505511</td>\n",
       "      <td>-0.118401</td>\n",
       "      <td>5.626853</td>\n",
       "      <td>4.418049</td>\n",
       "      <td>3.985106</td>\n",
       "      <td>-0.963973</td>\n",
       "      <td>2.873667</td>\n",
       "      <td>-3.376318</td>\n",
       "      <td>1.151595</td>\n",
       "      <td>-4.515251</td>\n",
       "      <td>4.967549</td>\n",
       "      <td>6.348765</td>\n",
       "      <td>3.886555</td>\n",
       "      <td>3.474817</td>\n",
       "      <td>2.164212</td>\n",
       "      <td>3.975575</td>\n",
       "      <td>-3.217309</td>\n",
       "      <td>-0.190907</td>\n",
       "      <td>1.134812</td>\n",
       "      <td>-0.761900</td>\n",
       "      <td>4.680706</td>\n",
       "      <td>-1.120869</td>\n",
       "      <td>2.066020</td>\n",
       "      <td>-0.903973</td>\n",
       "      <td>4.206669</td>\n",
       "      <td>-1.460134</td>\n",
       "      <td>1.597485</td>\n",
       "      <td>2.281888</td>\n",
       "      <td>0.656299</td>\n",
       "      <td>-0.781065</td>\n",
       "      <td>-0.720007</td>\n",
       "      <td>-0.346728</td>\n",
       "      <td>8.666768</td>\n",
       "      <td>1.993372</td>\n",
       "      <td>3.305751</td>\n",
       "      <td>-1.595977</td>\n",
       "      <td>9.190648</td>\n",
       "      <td>-1.091219</td>\n",
       "      <td>-0.659182</td>\n",
       "      <td>8.869882</td>\n",
       "      <td>1.860079</td>\n",
       "      <td>-0.139166</td>\n",
       "      <td>7.214135</td>\n",
       "      <td>4.824666</td>\n",
       "      <td>0.768581</td>\n",
       "      <td>3.542333</td>\n",
       "      <td>1.782172</td>\n",
       "      <td>-2.241549</td>\n",
       "      <td>-8.252537</td>\n",
       "      <td>1.030449</td>\n",
       "      <td>0.195368</td>\n",
       "      <td>6.319247</td>\n",
       "      <td>-0.510919</td>\n",
       "      <td>3.927801</td>\n",
       "      <td>-2.740066</td>\n",
       "      <td>2.914586</td>\n",
       "      <td>2.311839</td>\n",
       "      <td>0.969084</td>\n",
       "      <td>2.120769</td>\n",
       "      <td>-3.572930</td>\n",
       "      <td>4.620081</td>\n",
       "      <td>2.503707</td>\n",
       "      <td>4.697782</td>\n",
       "      <td>5.777964</td>\n",
       "      <td>-0.535088</td>\n",
       "      <td>0.726363</td>\n",
       "      <td>2.307452</td>\n",
       "      <td>2.561015</td>\n",
       "      <td>-0.219865</td>\n",
       "      <td>-5.452167</td>\n",
       "      <td>1.941143</td>\n",
       "      <td>7.233732</td>\n",
       "      <td>3.128211</td>\n",
       "      <td>0.970097</td>\n",
       "      <td>0.514418</td>\n",
       "      <td>5.782212</td>\n",
       "      <td>3.544624</td>\n",
       "      <td>11.649266</td>\n",
       "      <td>-0.386162</td>\n",
       "      <td>1.689209</td>\n",
       "      <td>1.308663</td>\n",
       "      <td>1.097788</td>\n",
       "      <td>-0.636873</td>\n",
       "      <td>-1.317782</td>\n",
       "      <td>3.771978</td>\n",
       "      <td>3.606271</td>\n",
       "      <td>-0.518085</td>\n",
       "      <td>1.764265</td>\n",
       "      <td>3.406053</td>\n",
       "      <td>-1.641622</td>\n",
       "      <td>6.385564</td>\n",
       "      <td>1.134852</td>\n",
       "      <td>7.148658</td>\n",
       "      <td>1.075645</td>\n",
       "      <td>-1.538153</td>\n",
       "      <td>-4.299856</td>\n",
       "      <td>5.836822</td>\n",
       "      <td>4.683126</td>\n",
       "      <td>5.981668</td>\n",
       "      <td>0.732210</td>\n",
       "      <td>-2.529441</td>\n",
       "      <td>1.626221</td>\n",
       "      <td>-0.873149</td>\n",
       "      <td>-1.108876</td>\n",
       "      <td>6.796162</td>\n",
       "      <td>2.767958</td>\n",
       "      <td>1.812403</td>\n",
       "      <td>-2.236415</td>\n",
       "      <td>2.538284</td>\n",
       "      <td>-1.848521</td>\n",
       "      <td>1.831673</td>\n",
       "      <td>3.383698</td>\n",
       "      <td>0.619841</td>\n",
       "      <td>-2.070365</td>\n",
       "      <td>3.200832</td>\n",
       "      <td>-2.135468</td>\n",
       "      <td>0.455887</td>\n",
       "      <td>-3.740546</td>\n",
       "      <td>-2.017352</td>\n",
       "      <td>0.489333</td>\n",
       "      <td>5.391573</td>\n",
       "      <td>5.701192</td>\n",
       "      <td>1.794503</td>\n",
       "      <td>-5.069324</td>\n",
       "      <td>0.147476</td>\n",
       "      <td>1.881282</td>\n",
       "      <td>-2.907999</td>\n",
       "      <td>2.455964</td>\n",
       "      <td>-5.402253</td>\n",
       "      <td>0.006894</td>\n",
       "      <td>1.324013</td>\n",
       "      <td>1.110023</td>\n",
       "      <td>-3.700332</td>\n",
       "      <td>1.815118</td>\n",
       "      <td>-1.131091</td>\n",
       "      <td>0.919095</td>\n",
       "      <td>-0.903132</td>\n",
       "      <td>1.596460</td>\n",
       "      <td>2.282212</td>\n",
       "      <td>11.357478</td>\n",
       "      <td>5.270687</td>\n",
       "      <td>-0.209555</td>\n",
       "      <td>-1.399426</td>\n",
       "      <td>-1.961860</td>\n",
       "      <td>-0.733105</td>\n",
       "      <td>1.403206</td>\n",
       "      <td>1.547468</td>\n",
       "      <td>6.989706</td>\n",
       "      <td>4.623162</td>\n",
       "      <td>4.008391</td>\n",
       "      <td>-0.452389</td>\n",
       "      <td>-2.549924</td>\n",
       "      <td>-1.131851</td>\n",
       "      <td>1.117230</td>\n",
       "      <td>0.457404</td>\n",
       "      <td>2.281796</td>\n",
       "      <td>-3.429801</td>\n",
       "      <td>0.409197</td>\n",
       "      <td>-4.860090</td>\n",
       "      <td>0.595716</td>\n",
       "      <td>-4.166847</td>\n",
       "      <td>-0.591833</td>\n",
       "      <td>0.852408</td>\n",
       "      <td>-1.068735</td>\n",
       "      <td>-2.516746</td>\n",
       "      <td>-1.457285</td>\n",
       "      <td>3.300219</td>\n",
       "      <td>1.672595</td>\n",
       "      <td>-1.408108</td>\n",
       "      <td>6.720726</td>\n",
       "      <td>4.943999</td>\n",
       "      <td>1.787102</td>\n",
       "      <td>2.690656</td>\n",
       "      <td>6.001128</td>\n",
       "      <td>11.848254</td>\n",
       "      <td>-2.670328</td>\n",
       "      <td>2.450262</td>\n",
       "      <td>-3.592955</td>\n",
       "      <td>-1.374572</td>\n",
       "      <td>-2.458382</td>\n",
       "      <td>0.790219</td>\n",
       "      <td>4.549307</td>\n",
       "      <td>0.616863</td>\n",
       "      <td>1.777320</td>\n",
       "      <td>3.111992</td>\n",
       "      <td>0.346640</td>\n",
       "      <td>1.424579</td>\n",
       "      <td>-1.550047</td>\n",
       "      <td>5.798037</td>\n",
       "      <td>-1.561539</td>\n",
       "      <td>3.471802</td>\n",
       "      <td>-2.430573</td>\n",
       "      <td>-2.479598</td>\n",
       "      <td>-5.071202</td>\n",
       "      <td>4.654574</td>\n",
       "      <td>-0.945694</td>\n",
       "      <td>0.451761</td>\n",
       "      <td>2.950014</td>\n",
       "      <td>-1.978652</td>\n",
       "      <td>5.657124</td>\n",
       "      <td>1.489678</td>\n",
       "      <td>-4.058338</td>\n",
       "      <td>2.770815</td>\n",
       "      <td>6.375431</td>\n",
       "      <td>1.559648</td>\n",
       "      <td>-3.423923</td>\n",
       "      <td>1.767548</td>\n",
       "      <td>8.091504</td>\n",
       "      <td>3.246233</td>\n",
       "      <td>1.752076</td>\n",
       "      <td>4.723218</td>\n",
       "      <td>-1.581109</td>\n",
       "      <td>-0.382442</td>\n",
       "      <td>4.067650</td>\n",
       "      <td>4.702183</td>\n",
       "      <td>7.339580</td>\n",
       "      <td>-5.890294</td>\n",
       "      <td>0.618363</td>\n",
       "      <td>-1.942285</td>\n",
       "      <td>2.371967</td>\n",
       "      <td>2.865152</td>\n",
       "      <td>2.510264</td>\n",
       "      <td>-2.169380</td>\n",
       "      <td>-3.123724</td>\n",
       "      <td>-0.024761</td>\n",
       "      <td>6.057821</td>\n",
       "      <td>3.738400</td>\n",
       "      <td>1.433465</td>\n",
       "      <td>4.120443</td>\n",
       "      <td>2.610913</td>\n",
       "      <td>5.489044</td>\n",
       "      <td>1.746931</td>\n",
       "      <td>1.487474</td>\n",
       "      <td>5.060788</td>\n",
       "      <td>1.407083</td>\n",
       "      <td>5.418283</td>\n",
       "      <td>-0.480029</td>\n",
       "      <td>3.314557</td>\n",
       "      <td>-0.944977</td>\n",
       "      <td>-1.037963</td>\n",
       "      <td>3.419230</td>\n",
       "      <td>2.102541</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7644</th>\n",
       "      <td>7644</td>\n",
       "      <td>SITTING</td>\n",
       "      <td>-1.572165</td>\n",
       "      <td>-0.559539</td>\n",
       "      <td>-2.439673</td>\n",
       "      <td>-1.833424</td>\n",
       "      <td>0.010802</td>\n",
       "      <td>-0.662654</td>\n",
       "      <td>6.479276</td>\n",
       "      <td>-11.985692</td>\n",
       "      <td>3.623813</td>\n",
       "      <td>6.158173</td>\n",
       "      <td>2.497179</td>\n",
       "      <td>5.777323</td>\n",
       "      <td>3.313485</td>\n",
       "      <td>-1.352877</td>\n",
       "      <td>-1.537881</td>\n",
       "      <td>2.845253</td>\n",
       "      <td>8.614679</td>\n",
       "      <td>-2.232600</td>\n",
       "      <td>5.378864</td>\n",
       "      <td>4.000096</td>\n",
       "      <td>1.879958</td>\n",
       "      <td>1.372393</td>\n",
       "      <td>-2.169685</td>\n",
       "      <td>0.485702</td>\n",
       "      <td>2.958511</td>\n",
       "      <td>5.841654</td>\n",
       "      <td>2.976392</td>\n",
       "      <td>-1.775422</td>\n",
       "      <td>-5.603061</td>\n",
       "      <td>13.744216</td>\n",
       "      <td>1.726467</td>\n",
       "      <td>-0.503089</td>\n",
       "      <td>4.258331</td>\n",
       "      <td>0.957626</td>\n",
       "      <td>0.834582</td>\n",
       "      <td>2.641968</td>\n",
       "      <td>-2.998928</td>\n",
       "      <td>3.361462</td>\n",
       "      <td>2.868614</td>\n",
       "      <td>-1.236479</td>\n",
       "      <td>3.394901</td>\n",
       "      <td>-1.352705</td>\n",
       "      <td>8.803508</td>\n",
       "      <td>3.409422</td>\n",
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       "      <td>2.429475</td>\n",
       "      <td>-3.764403</td>\n",
       "      <td>-1.131355</td>\n",
       "      <td>-2.062705</td>\n",
       "      <td>0.790699</td>\n",
       "      <td>5.220302</td>\n",
       "      <td>0.576818</td>\n",
       "      <td>1.807304</td>\n",
       "      <td>3.127913</td>\n",
       "      <td>0.357776</td>\n",
       "      <td>1.424146</td>\n",
       "      <td>-1.556619</td>\n",
       "      <td>5.835918</td>\n",
       "      <td>-1.605531</td>\n",
       "      <td>3.537708</td>\n",
       "      <td>-2.435317</td>\n",
       "      <td>-2.357290</td>\n",
       "      <td>-5.028984</td>\n",
       "      <td>4.543533</td>\n",
       "      <td>-0.905350</td>\n",
       "      <td>0.490396</td>\n",
       "      <td>3.041183</td>\n",
       "      <td>-2.369803</td>\n",
       "      <td>6.652406</td>\n",
       "      <td>0.884139</td>\n",
       "      <td>-4.921277</td>\n",
       "      <td>3.783127</td>\n",
       "      <td>2.516834</td>\n",
       "      <td>1.547330</td>\n",
       "      <td>-3.414089</td>\n",
       "      <td>1.811514</td>\n",
       "      <td>8.089392</td>\n",
       "      <td>2.920298</td>\n",
       "      <td>1.362654</td>\n",
       "      <td>4.703100</td>\n",
       "      <td>-1.576207</td>\n",
       "      <td>-0.462034</td>\n",
       "      <td>4.057712</td>\n",
       "      <td>4.704349</td>\n",
       "      <td>7.248233</td>\n",
       "      <td>-5.945721</td>\n",
       "      <td>0.389218</td>\n",
       "      <td>-1.789028</td>\n",
       "      <td>2.317089</td>\n",
       "      <td>2.262678</td>\n",
       "      <td>2.947589</td>\n",
       "      <td>-2.162032</td>\n",
       "      <td>-3.383539</td>\n",
       "      <td>-0.129658</td>\n",
       "      <td>6.172386</td>\n",
       "      <td>3.703509</td>\n",
       "      <td>1.416710</td>\n",
       "      <td>4.065777</td>\n",
       "      <td>4.813877</td>\n",
       "      <td>4.396783</td>\n",
       "      <td>1.717115</td>\n",
       "      <td>-0.052262</td>\n",
       "      <td>5.059637</td>\n",
       "      <td>2.333521</td>\n",
       "      <td>5.302015</td>\n",
       "      <td>-0.570978</td>\n",
       "      <td>3.272635</td>\n",
       "      <td>-0.940853</td>\n",
       "      <td>-1.019018</td>\n",
       "      <td>3.337014</td>\n",
       "      <td>2.007504</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2284</th>\n",
       "      <td>2284</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>-10.539746</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>0.979778</td>\n",
       "      <td>-0.544652</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10586</th>\n",
       "      <td>10586</td>\n",
       "      <td>WALKING_UPSTAIRS</td>\n",
       "      <td>-1.567222</td>\n",
       "      <td>-0.891096</td>\n",
       "      <td>-2.488850</td>\n",
       "      <td>-1.965916</td>\n",
       "      <td>-0.209257</td>\n",
       "      <td>-1.310616</td>\n",
       "      <td>4.394321</td>\n",
       "      <td>-7.427300</td>\n",
       "      <td>2.742670</td>\n",
       "      <td>5.601697</td>\n",
       "      <td>2.721424</td>\n",
       "      <td>5.558268</td>\n",
       "      <td>1.678011</td>\n",
       "      <td>-1.354923</td>\n",
       "      <td>-1.361188</td>\n",
       "      <td>2.373086</td>\n",
       "      <td>8.162113</td>\n",
       "      <td>-2.186841</td>\n",
       "      <td>5.209669</td>\n",
       "      <td>3.955002</td>\n",
       "      <td>1.882949</td>\n",
       "      <td>1.453947</td>\n",
       "      <td>-2.150828</td>\n",
       "      <td>0.459712</td>\n",
       "      <td>2.864091</td>\n",
       "      <td>5.832881</td>\n",
       "      <td>2.792959</td>\n",
       "      <td>-1.743569</td>\n",
       "      <td>-5.520141</td>\n",
       "      <td>13.602542</td>\n",
       "      <td>1.710967</td>\n",
       "      <td>-0.564804</td>\n",
       "      <td>4.040334</td>\n",
       "      <td>0.908371</td>\n",
       "      <td>0.688659</td>\n",
       "      <td>2.439188</td>\n",
       "      <td>-3.123902</td>\n",
       "      <td>3.034057</td>\n",
       "      <td>2.823594</td>\n",
       "      <td>-1.235760</td>\n",
       "      <td>3.620061</td>\n",
       "      <td>-1.393819</td>\n",
       "      <td>8.745319</td>\n",
       "      <td>3.312699</td>\n",
       "      <td>-5.556907</td>\n",
       "      <td>6.407562</td>\n",
       "      <td>9.242979</td>\n",
       "      <td>1.642369</td>\n",
       "      <td>-2.866864</td>\n",
       "      <td>1.032750</td>\n",
       "      <td>5.410116</td>\n",
       "      <td>-0.090179</td>\n",
       "      <td>-6.415968</td>\n",
       "      <td>-2.833139</td>\n",
       "      <td>1.091800</td>\n",
       "      <td>-0.030080</td>\n",
       "      <td>-1.962562</td>\n",
       "      <td>5.489221</td>\n",
       "      <td>2.802493</td>\n",
       "      <td>5.474544</td>\n",
       "      <td>7.360959</td>\n",
       "      <td>-0.667556</td>\n",
       "      <td>2.119893</td>\n",
       "      <td>-3.081209</td>\n",
       "      <td>3.160873</td>\n",
       "      <td>6.114635</td>\n",
       "      <td>1.919956</td>\n",
       "      <td>-2.487030</td>\n",
       "      <td>5.321684</td>\n",
       "      <td>4.677030</td>\n",
       "      <td>0.425491</td>\n",
       "      <td>3.728285</td>\n",
       "      <td>1.884223</td>\n",
       "      <td>0.362120</td>\n",
       "      <td>-7.391219</td>\n",
       "      <td>-0.602622</td>\n",
       "      <td>6.890528</td>\n",
       "      <td>-3.468330</td>\n",
       "      <td>4.486643</td>\n",
       "      <td>-1.905295</td>\n",
       "      <td>0.141783</td>\n",
       "      <td>3.023578</td>\n",
       "      <td>3.281626</td>\n",
       "      <td>-1.074336</td>\n",
       "      <td>3.810981</td>\n",
       "      <td>6.761714</td>\n",
       "      <td>-1.357196</td>\n",
       "      <td>-0.430918</td>\n",
       "      <td>-3.102115</td>\n",
       "      <td>3.745276</td>\n",
       "      <td>-0.429253</td>\n",
       "      <td>5.974081</td>\n",
       "      <td>1.138774</td>\n",
       "      <td>-2.399800</td>\n",
       "      <td>2.211752</td>\n",
       "      <td>6.117689</td>\n",
       "      <td>5.183262</td>\n",
       "      <td>2.350004</td>\n",
       "      <td>5.092981</td>\n",
       "      <td>6.027044</td>\n",
       "      <td>4.472420</td>\n",
       "      <td>-1.799147</td>\n",
       "      <td>7.334234</td>\n",
       "      <td>2.082020</td>\n",
       "      <td>-2.220982</td>\n",
       "      <td>3.336865</td>\n",
       "      <td>0.305938</td>\n",
       "      <td>-3.682919</td>\n",
       "      <td>-0.230591</td>\n",
       "      <td>-5.337309</td>\n",
       "      <td>5.607445</td>\n",
       "      <td>3.720005</td>\n",
       "      <td>6.072202</td>\n",
       "      <td>2.163865</td>\n",
       "      <td>8.029342</td>\n",
       "      <td>-0.452481</td>\n",
       "      <td>-1.775707</td>\n",
       "      <td>7.363578</td>\n",
       "      <td>2.731971</td>\n",
       "      <td>4.251586</td>\n",
       "      <td>2.627765</td>\n",
       "      <td>-2.191944</td>\n",
       "      <td>4.915891</td>\n",
       "      <td>7.595088</td>\n",
       "      <td>0.724814</td>\n",
       "      <td>8.340356</td>\n",
       "      <td>6.828820</td>\n",
       "      <td>4.286445</td>\n",
       "      <td>0.619218</td>\n",
       "      <td>2.414581</td>\n",
       "      <td>1.024454</td>\n",
       "      <td>-1.017870</td>\n",
       "      <td>1.897837</td>\n",
       "      <td>2.295731</td>\n",
       "      <td>3.875245</td>\n",
       "      <td>3.294757</td>\n",
       "      <td>7.377639</td>\n",
       "      <td>2.826702</td>\n",
       "      <td>-1.416415</td>\n",
       "      <td>-0.836286</td>\n",
       "      <td>-2.583744</td>\n",
       "      <td>5.997205</td>\n",
       "      <td>3.170577</td>\n",
       "      <td>-2.637130</td>\n",
       "      <td>2.509989</td>\n",
       "      <td>0.656768</td>\n",
       "      <td>3.704595</td>\n",
       "      <td>2.824466</td>\n",
       "      <td>1.909173</td>\n",
       "      <td>0.859603</td>\n",
       "      <td>0.777618</td>\n",
       "      <td>-2.172002</td>\n",
       "      <td>-1.170939</td>\n",
       "      <td>3.757444</td>\n",
       "      <td>0.350546</td>\n",
       "      <td>-2.174959</td>\n",
       "      <td>-4.861930</td>\n",
       "      <td>7.191866</td>\n",
       "      <td>1.115607</td>\n",
       "      <td>-1.806949</td>\n",
       "      <td>3.739526</td>\n",
       "      <td>4.671641</td>\n",
       "      <td>1.295876</td>\n",
       "      <td>1.263135</td>\n",
       "      <td>-0.380004</td>\n",
       "      <td>-1.447270</td>\n",
       "      <td>-5.003935</td>\n",
       "      <td>1.463586</td>\n",
       "      <td>1.819662</td>\n",
       "      <td>2.248530</td>\n",
       "      <td>2.501547</td>\n",
       "      <td>4.057651</td>\n",
       "      <td>-5.466642</td>\n",
       "      <td>1.236710</td>\n",
       "      <td>-1.011429</td>\n",
       "      <td>4.332984</td>\n",
       "      <td>6.316654</td>\n",
       "      <td>3.584534</td>\n",
       "      <td>-0.510859</td>\n",
       "      <td>2.341706</td>\n",
       "      <td>-3.392615</td>\n",
       "      <td>-2.083208</td>\n",
       "      <td>-3.308361</td>\n",
       "      <td>0.586667</td>\n",
       "      <td>0.310506</td>\n",
       "      <td>6.008167</td>\n",
       "      <td>2.020426</td>\n",
       "      <td>3.000339</td>\n",
       "      <td>3.802019</td>\n",
       "      <td>3.326514</td>\n",
       "      <td>1.212276</td>\n",
       "      <td>-3.276315</td>\n",
       "      <td>2.288601</td>\n",
       "      <td>-0.051656</td>\n",
       "      <td>-2.914120</td>\n",
       "      <td>3.405453</td>\n",
       "      <td>5.913555</td>\n",
       "      <td>4.201436</td>\n",
       "      <td>-8.403868</td>\n",
       "      <td>3.525387</td>\n",
       "      <td>0.073418</td>\n",
       "      <td>2.745715</td>\n",
       "      <td>-0.597515</td>\n",
       "      <td>0.363685</td>\n",
       "      <td>3.997202</td>\n",
       "      <td>3.469406</td>\n",
       "      <td>2.239273</td>\n",
       "      <td>-6.056563</td>\n",
       "      <td>-3.039521</td>\n",
       "      <td>-3.226300</td>\n",
       "      <td>6.257303</td>\n",
       "      <td>3.757763</td>\n",
       "      <td>-0.925768</td>\n",
       "      <td>-0.814699</td>\n",
       "      <td>-1.620524</td>\n",
       "      <td>1.825751</td>\n",
       "      <td>2.247282</td>\n",
       "      <td>0.168439</td>\n",
       "      <td>4.512366</td>\n",
       "      <td>3.281081</td>\n",
       "      <td>4.739060</td>\n",
       "      <td>-7.504150</td>\n",
       "      <td>-0.162209</td>\n",
       "      <td>0.519231</td>\n",
       "      <td>0.736941</td>\n",
       "      <td>4.679958</td>\n",
       "      <td>-3.856113</td>\n",
       "      <td>0.734848</td>\n",
       "      <td>3.570045</td>\n",
       "      <td>6.505463</td>\n",
       "      <td>5.532325</td>\n",
       "      <td>-7.082380</td>\n",
       "      <td>0.857580</td>\n",
       "      <td>6.817232</td>\n",
       "      <td>-0.505153</td>\n",
       "      <td>-1.092437</td>\n",
       "      <td>-1.895587</td>\n",
       "      <td>-0.271297</td>\n",
       "      <td>-1.250685</td>\n",
       "      <td>4.171604</td>\n",
       "      <td>-2.318133</td>\n",
       "      <td>0.656529</td>\n",
       "      <td>-0.177419</td>\n",
       "      <td>3.761474</td>\n",
       "      <td>-1.155125</td>\n",
       "      <td>-2.470492</td>\n",
       "      <td>-2.641025</td>\n",
       "      <td>4.880794</td>\n",
       "      <td>1.207074</td>\n",
       "      <td>-1.129698</td>\n",
       "      <td>3.853552</td>\n",
       "      <td>-1.257726</td>\n",
       "      <td>3.766831</td>\n",
       "      <td>4.295508</td>\n",
       "      <td>1.034941</td>\n",
       "      <td>3.349627</td>\n",
       "      <td>-0.880788</td>\n",
       "      <td>5.617261</td>\n",
       "      <td>5.559393</td>\n",
       "      <td>1.218726</td>\n",
       "      <td>-5.791154</td>\n",
       "      <td>1.777356</td>\n",
       "      <td>7.774441</td>\n",
       "      <td>4.412350</td>\n",
       "      <td>3.336513</td>\n",
       "      <td>-2.086595</td>\n",
       "      <td>-7.518762</td>\n",
       "      <td>0.388920</td>\n",
       "      <td>1.861655</td>\n",
       "      <td>-2.333090</td>\n",
       "      <td>5.008059</td>\n",
       "      <td>-1.108567</td>\n",
       "      <td>-1.519401</td>\n",
       "      <td>1.102022</td>\n",
       "      <td>-1.192902</td>\n",
       "      <td>4.592489</td>\n",
       "      <td>4.658896</td>\n",
       "      <td>-1.054942</td>\n",
       "      <td>1.834820</td>\n",
       "      <td>-0.107296</td>\n",
       "      <td>1.700909</td>\n",
       "      <td>-2.031341</td>\n",
       "      <td>3.524637</td>\n",
       "      <td>1.106817</td>\n",
       "      <td>1.937102</td>\n",
       "      <td>2.491956</td>\n",
       "      <td>-4.005719</td>\n",
       "      <td>0.978436</td>\n",
       "      <td>1.710092</td>\n",
       "      <td>0.741741</td>\n",
       "      <td>2.150231</td>\n",
       "      <td>3.049715</td>\n",
       "      <td>0.229638</td>\n",
       "      <td>6.702431</td>\n",
       "      <td>-0.940286</td>\n",
       "      <td>-2.512281</td>\n",
       "      <td>2.589332</td>\n",
       "      <td>1.991343</td>\n",
       "      <td>0.740010</td>\n",
       "      <td>3.951389</td>\n",
       "      <td>-4.047351</td>\n",
       "      <td>27</td>\n",
       "      <td>1.830687</td>\n",
       "      <td>-4.814660</td>\n",
       "      <td>-0.497291</td>\n",
       "      <td>0.240493</td>\n",
       "      <td>-0.895669</td>\n",
       "      <td>-0.860137</td>\n",
       "      <td>3.196879</td>\n",
       "      <td>0.356825</td>\n",
       "      <td>-1.491081</td>\n",
       "      <td>-0.304958</td>\n",
       "      <td>-2.433323</td>\n",
       "      <td>2.909905</td>\n",
       "      <td>0.241881</td>\n",
       "      <td>1.939971</td>\n",
       "      <td>-2.323405</td>\n",
       "      <td>5.258354</td>\n",
       "      <td>1.789822</td>\n",
       "      <td>3.383549</td>\n",
       "      <td>-0.152081</td>\n",
       "      <td>0.517640</td>\n",
       "      <td>-2.734574</td>\n",
       "      <td>2.710829</td>\n",
       "      <td>1.911556</td>\n",
       "      <td>1.464794</td>\n",
       "      <td>1.010866</td>\n",
       "      <td>0.382575</td>\n",
       "      <td>-2.533925</td>\n",
       "      <td>0.778580</td>\n",
       "      <td>6.847196</td>\n",
       "      <td>5.328818</td>\n",
       "      <td>4.087176</td>\n",
       "      <td>-0.874047</td>\n",
       "      <td>2.901506</td>\n",
       "      <td>-3.163994</td>\n",
       "      <td>1.294557</td>\n",
       "      <td>-3.595181</td>\n",
       "      <td>2.158030</td>\n",
       "      <td>5.946874</td>\n",
       "      <td>3.756823</td>\n",
       "      <td>2.442943</td>\n",
       "      <td>2.734873</td>\n",
       "      <td>4.007883</td>\n",
       "      <td>-3.223696</td>\n",
       "      <td>-0.252015</td>\n",
       "      <td>0.586790</td>\n",
       "      <td>-1.072606</td>\n",
       "      <td>4.331228</td>\n",
       "      <td>-1.119910</td>\n",
       "      <td>2.049111</td>\n",
       "      <td>-0.115769</td>\n",
       "      <td>4.889121</td>\n",
       "      <td>-1.614468</td>\n",
       "      <td>2.149583</td>\n",
       "      <td>2.492585</td>\n",
       "      <td>-0.784078</td>\n",
       "      <td>-0.940204</td>\n",
       "      <td>-0.873544</td>\n",
       "      <td>-0.298275</td>\n",
       "      <td>5.466198</td>\n",
       "      <td>-0.465892</td>\n",
       "      <td>2.641750</td>\n",
       "      <td>-1.074617</td>\n",
       "      <td>7.356560</td>\n",
       "      <td>-1.001487</td>\n",
       "      <td>-0.496050</td>\n",
       "      <td>8.981885</td>\n",
       "      <td>1.485830</td>\n",
       "      <td>0.177065</td>\n",
       "      <td>6.497822</td>\n",
       "      <td>4.404304</td>\n",
       "      <td>0.693080</td>\n",
       "      <td>3.526123</td>\n",
       "      <td>1.678208</td>\n",
       "      <td>-2.157019</td>\n",
       "      <td>-6.541261</td>\n",
       "      <td>1.958590</td>\n",
       "      <td>-0.622082</td>\n",
       "      <td>5.542762</td>\n",
       "      <td>-1.659921</td>\n",
       "      <td>3.549197</td>\n",
       "      <td>-2.811555</td>\n",
       "      <td>4.091281</td>\n",
       "      <td>0.514950</td>\n",
       "      <td>1.781819</td>\n",
       "      <td>2.053423</td>\n",
       "      <td>-6.919908</td>\n",
       "      <td>4.466440</td>\n",
       "      <td>0.510170</td>\n",
       "      <td>4.024687</td>\n",
       "      <td>4.820083</td>\n",
       "      <td>-0.496629</td>\n",
       "      <td>-0.601117</td>\n",
       "      <td>2.788478</td>\n",
       "      <td>3.209542</td>\n",
       "      <td>-1.547431</td>\n",
       "      <td>-5.833127</td>\n",
       "      <td>2.164167</td>\n",
       "      <td>6.079232</td>\n",
       "      <td>2.555512</td>\n",
       "      <td>0.575124</td>\n",
       "      <td>-0.525868</td>\n",
       "      <td>3.816646</td>\n",
       "      <td>4.287802</td>\n",
       "      <td>11.164227</td>\n",
       "      <td>0.468118</td>\n",
       "      <td>-0.240380</td>\n",
       "      <td>1.970896</td>\n",
       "      <td>0.848059</td>\n",
       "      <td>-0.630863</td>\n",
       "      <td>-0.467405</td>\n",
       "      <td>4.253843</td>\n",
       "      <td>3.714039</td>\n",
       "      <td>-1.188135</td>\n",
       "      <td>1.265985</td>\n",
       "      <td>3.717284</td>\n",
       "      <td>-1.568476</td>\n",
       "      <td>6.807750</td>\n",
       "      <td>0.390066</td>\n",
       "      <td>5.376087</td>\n",
       "      <td>1.233352</td>\n",
       "      <td>-1.544985</td>\n",
       "      <td>-4.312365</td>\n",
       "      <td>5.678532</td>\n",
       "      <td>4.302759</td>\n",
       "      <td>5.836945</td>\n",
       "      <td>-1.517549</td>\n",
       "      <td>-2.786451</td>\n",
       "      <td>0.703110</td>\n",
       "      <td>-0.369540</td>\n",
       "      <td>0.225113</td>\n",
       "      <td>0.017755</td>\n",
       "      <td>-10.848630</td>\n",
       "      <td>4.730556</td>\n",
       "      <td>-3.279790</td>\n",
       "      <td>1.294062</td>\n",
       "      <td>-1.320751</td>\n",
       "      <td>0.127184</td>\n",
       "      <td>3.160038</td>\n",
       "      <td>-0.369137</td>\n",
       "      <td>-2.059442</td>\n",
       "      <td>3.093827</td>\n",
       "      <td>-2.233193</td>\n",
       "      <td>0.147184</td>\n",
       "      <td>-2.823870</td>\n",
       "      <td>-0.956925</td>\n",
       "      <td>-0.185986</td>\n",
       "      <td>4.118108</td>\n",
       "      <td>3.824606</td>\n",
       "      <td>1.089789</td>\n",
       "      <td>-5.461096</td>\n",
       "      <td>0.196915</td>\n",
       "      <td>1.956295</td>\n",
       "      <td>-2.959816</td>\n",
       "      <td>2.704136</td>\n",
       "      <td>-6.220773</td>\n",
       "      <td>-0.140569</td>\n",
       "      <td>1.157797</td>\n",
       "      <td>1.497429</td>\n",
       "      <td>-4.333913</td>\n",
       "      <td>0.767898</td>\n",
       "      <td>-1.329548</td>\n",
       "      <td>0.792000</td>\n",
       "      <td>-1.476853</td>\n",
       "      <td>1.633493</td>\n",
       "      <td>2.142237</td>\n",
       "      <td>11.289823</td>\n",
       "      <td>5.060188</td>\n",
       "      <td>-0.190247</td>\n",
       "      <td>-0.042944</td>\n",
       "      <td>-2.153147</td>\n",
       "      <td>-0.241205</td>\n",
       "      <td>0.870296</td>\n",
       "      <td>0.610755</td>\n",
       "      <td>6.444044</td>\n",
       "      <td>4.368274</td>\n",
       "      <td>3.227925</td>\n",
       "      <td>-0.636329</td>\n",
       "      <td>-2.920030</td>\n",
       "      <td>-0.920688</td>\n",
       "      <td>1.064956</td>\n",
       "      <td>0.886056</td>\n",
       "      <td>1.210331</td>\n",
       "      <td>-3.588681</td>\n",
       "      <td>0.520072</td>\n",
       "      <td>-4.628573</td>\n",
       "      <td>0.562830</td>\n",
       "      <td>-3.720022</td>\n",
       "      <td>-0.506095</td>\n",
       "      <td>0.853607</td>\n",
       "      <td>-1.092054</td>\n",
       "      <td>-2.442799</td>\n",
       "      <td>-1.772529</td>\n",
       "      <td>3.393299</td>\n",
       "      <td>1.663836</td>\n",
       "      <td>-2.702786</td>\n",
       "      <td>5.830497</td>\n",
       "      <td>4.409895</td>\n",
       "      <td>1.416353</td>\n",
       "      <td>2.261796</td>\n",
       "      <td>5.324457</td>\n",
       "      <td>11.376004</td>\n",
       "      <td>-2.442395</td>\n",
       "      <td>2.493633</td>\n",
       "      <td>-3.803104</td>\n",
       "      <td>-1.290298</td>\n",
       "      <td>-2.294633</td>\n",
       "      <td>0.431396</td>\n",
       "      <td>2.257790</td>\n",
       "      <td>1.195461</td>\n",
       "      <td>1.126045</td>\n",
       "      <td>2.262983</td>\n",
       "      <td>-0.777643</td>\n",
       "      <td>1.448922</td>\n",
       "      <td>-0.886502</td>\n",
       "      <td>4.843224</td>\n",
       "      <td>-1.355739</td>\n",
       "      <td>3.198412</td>\n",
       "      <td>-2.412454</td>\n",
       "      <td>-2.918156</td>\n",
       "      <td>-4.993652</td>\n",
       "      <td>4.363710</td>\n",
       "      <td>-0.730514</td>\n",
       "      <td>-0.278207</td>\n",
       "      <td>3.065971</td>\n",
       "      <td>-2.522685</td>\n",
       "      <td>7.163047</td>\n",
       "      <td>0.497335</td>\n",
       "      <td>-4.519607</td>\n",
       "      <td>-1.990651</td>\n",
       "      <td>5.980890</td>\n",
       "      <td>1.600670</td>\n",
       "      <td>-3.502481</td>\n",
       "      <td>1.692554</td>\n",
       "      <td>7.851454</td>\n",
       "      <td>3.246233</td>\n",
       "      <td>2.348895</td>\n",
       "      <td>4.714692</td>\n",
       "      <td>-1.550738</td>\n",
       "      <td>-0.394232</td>\n",
       "      <td>4.056174</td>\n",
       "      <td>4.720391</td>\n",
       "      <td>7.227213</td>\n",
       "      <td>-5.732094</td>\n",
       "      <td>0.678588</td>\n",
       "      <td>-0.711157</td>\n",
       "      <td>2.563387</td>\n",
       "      <td>3.062754</td>\n",
       "      <td>5.923263</td>\n",
       "      <td>-2.199134</td>\n",
       "      <td>-3.021285</td>\n",
       "      <td>-0.822871</td>\n",
       "      <td>5.881873</td>\n",
       "      <td>3.688125</td>\n",
       "      <td>1.280364</td>\n",
       "      <td>4.031206</td>\n",
       "      <td>4.767431</td>\n",
       "      <td>4.599503</td>\n",
       "      <td>1.727590</td>\n",
       "      <td>-0.064510</td>\n",
       "      <td>4.652589</td>\n",
       "      <td>4.417053</td>\n",
       "      <td>3.316970</td>\n",
       "      <td>-6.154497</td>\n",
       "      <td>1.923104</td>\n",
       "      <td>-0.833153</td>\n",
       "      <td>-0.751259</td>\n",
       "      <td>1.189830</td>\n",
       "      <td>-0.198456</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       Unnamed: 0          Activity  angle(X,gravityMean)  \\\n",
       "9764         9764           SITTING             -1.574905   \n",
       "7624         7624           SITTING             -1.570374   \n",
       "7644         7644           SITTING             -1.572165   \n",
       "2284         2284  WALKING_UPSTAIRS             -1.568669   \n",
       "10586       10586  WALKING_UPSTAIRS             -1.567222   \n",
       "\n",
       "       angle(Y,gravityMean)  angle(Z,gravityMean)  \\\n",
       "9764                    NaN             -2.449443   \n",
       "7624              -0.807312             -2.432511   \n",
       "7644              -0.559539             -2.439673   \n",
       "2284              -0.612620             -2.488338   \n",
       "10586             -0.891096             -2.488850   \n",
       "\n",
       "       angle(tBodyAccJerkMean),gravityMean)  angle(tBodyAccMean,gravity)  \\\n",
       "9764                              -1.780907                     0.108242   \n",
       "7624                              -1.836867                     0.150060   \n",
       "7644                              -1.833424                     0.010802   \n",
       "2284                              -1.751117                     0.218134   \n",
       "10586                             -1.965916                    -0.209257   \n",
       "\n",
       "       angle(tBodyGyroJerkMean,gravityMean)  angle(tBodyGyroMean,gravityMean)  \\\n",
       "9764                               0.166852                          5.826455   \n",
       "7624                              -0.362867                          5.352938   \n",
       "7644                              -0.662654                          6.479276   \n",
       "2284                               0.280294                          7.953403   \n",
       "10586                             -1.310616                          4.394321   \n",
       "\n",
       "       energy-mean()  fBodyAcc-bandsEnergy()-1,16  \\\n",
       "9764       -3.650786                     3.624026   \n",
       "7624       -4.480885                     3.624099   \n",
       "7644      -11.985692                     3.623813   \n",
       "2284       -0.679894                     2.512880   \n",
       "10586      -7.427300                     2.742670   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-1,16.1  fBodyAcc-bandsEnergy()-1,16.2  \\\n",
       "9764                        6.158982                       2.495799   \n",
       "7624                        6.159186                       2.495153   \n",
       "7644                        6.158173                       2.497179   \n",
       "2284                        5.740178                       2.803435   \n",
       "10586                       5.601697                       2.721424   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-1,24  fBodyAcc-bandsEnergy()-1,24.1  \\\n",
       "9764                      5.777371                       3.315609   \n",
       "7624                      5.777394                       3.316270   \n",
       "7644                      5.777323                       3.313485   \n",
       "2284                      5.484726                       2.102368   \n",
       "10586                     5.558268                       1.678011   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-1,24.2  fBodyAcc-bandsEnergy()-1,8  \\\n",
       "9764                       -1.352864                   -1.537941   \n",
       "7624                       -1.352859                   -1.537948   \n",
       "7644                       -1.352877                   -1.537881   \n",
       "2284                       -1.355854                   -1.416568   \n",
       "10586                      -1.354923                   -1.361188   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-1,8.1  fBodyAcc-bandsEnergy()-1,8.2  \\\n",
       "9764                       2.846015                      8.617755   \n",
       "7624                       2.846161                      8.619071   \n",
       "7644                       2.845253                      8.614679   \n",
       "2284                       2.527046                      8.046001   \n",
       "10586                      2.373086                      8.162113   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-17,24  fBodyAcc-bandsEnergy()-17,24.1  \\\n",
       "9764                      -2.232554                        5.378640   \n",
       "7624                      -2.232617                        5.378815   \n",
       "7644                      -2.232600                        5.378864   \n",
       "2284                      -1.986672                        5.284168   \n",
       "10586                     -2.186841                        5.209669   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-17,24.2  fBodyAcc-bandsEnergy()-17,32  \\\n",
       "9764                         3.999971                      1.879961   \n",
       "7624                         4.000088                      1.879957   \n",
       "7644                         4.000096                      1.879958   \n",
       "2284                         3.598328                      1.892567   \n",
       "10586                        3.955002                      1.882949   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-17,32.1  fBodyAcc-bandsEnergy()-17,32.2  \\\n",
       "9764                         1.372563                       -2.169629   \n",
       "7624                         1.372420                       -2.169701   \n",
       "7644                         1.372393                       -2.169685   \n",
       "2284                         1.417711                       -2.027475   \n",
       "10586                        1.453947                       -2.150828   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-25,32  fBodyAcc-bandsEnergy()-25,32.1  \\\n",
       "9764                            NaN                        2.957828   \n",
       "7624                       0.485709                        2.958453   \n",
       "7644                       0.485702                        2.958511   \n",
       "2284                       0.436458                        2.908602   \n",
       "10586                      0.459712                        2.864091   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-25,32.2  fBodyAcc-bandsEnergy()-25,48  \\\n",
       "9764                         5.841622                      2.976215   \n",
       "7624                         5.841694                      2.976434   \n",
       "7644                         5.841654                      2.976392   \n",
       "2284                         5.819734                      2.551773   \n",
       "10586                        5.832881                      2.792959   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-25,48.1  fBodyAcc-bandsEnergy()-25,48.2  \\\n",
       "9764                        -1.775219                       -5.603062   \n",
       "7624                        -1.775412                       -5.603273   \n",
       "7644                        -1.775422                       -5.603061   \n",
       "2284                        -1.756530                       -5.503246   \n",
       "10586                       -1.743569                       -5.520141   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-33,40  fBodyAcc-bandsEnergy()-33,40.1  \\\n",
       "9764                      13.744235                        1.726381   \n",
       "7624                      13.744207                        1.726463   \n",
       "7644                      13.744216                        1.726467   \n",
       "2284                      13.251491                        1.714753   \n",
       "10586                     13.602542                        1.710967   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-33,40.2  fBodyAcc-bandsEnergy()-33,48  \\\n",
       "9764                        -0.502964                      4.258338   \n",
       "7624                        -0.502970                      4.258363   \n",
       "7644                        -0.503089                      4.258331   \n",
       "2284                        -0.552312                      3.566532   \n",
       "10586                       -0.564804                      4.040334   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-33,48.1  fBodyAcc-bandsEnergy()-33,48.2  \\\n",
       "9764                         0.957392                        0.834774   \n",
       "7624                         0.957641                        0.834848   \n",
       "7644                         0.957626                        0.834582   \n",
       "2284                         0.922455                        0.726768   \n",
       "10586                        0.908371                        0.688659   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-41,48  fBodyAcc-bandsEnergy()-41,48.1  \\\n",
       "9764                       2.641947                       -2.999387   \n",
       "7624                       2.642054                       -2.998798   \n",
       "7644                       2.641968                       -2.998928   \n",
       "2284                       2.081277                       -3.081267   \n",
       "10586                      2.439188                       -3.123902   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-41,48.2  fBodyAcc-bandsEnergy()-49,56  \\\n",
       "9764                         3.361643                      2.868657   \n",
       "7624                         3.362026                      2.868678   \n",
       "7644                         3.361462                      2.868614   \n",
       "2284                         3.140684                      2.684137   \n",
       "10586                        3.034057                      2.823594   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-49,56.1  fBodyAcc-bandsEnergy()-49,56.2  \\\n",
       "9764                        -1.236475                        3.394887   \n",
       "7624                        -1.236485                        3.394408   \n",
       "7644                        -1.236479                        3.394901   \n",
       "2284                        -1.235737                        3.630928   \n",
       "10586                       -1.235760                        3.620061   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-49,64  fBodyAcc-bandsEnergy()-49,64.1  \\\n",
       "9764                      -1.352679                        8.803079   \n",
       "7624                      -1.352659                        8.804043   \n",
       "7644                      -1.352705                        8.803508   \n",
       "2284                      -1.549710                        8.709075   \n",
       "10586                     -1.393819                        8.745319   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-49,64.2  fBodyAcc-bandsEnergy()-57,64  \\\n",
       "9764                         3.409449                     -5.544001   \n",
       "7624                         3.409610                     -5.543994   \n",
       "7644                         3.409422                     -5.544001   \n",
       "2284                         3.331663                     -5.624891   \n",
       "10586                        3.312699                     -5.556907   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-57,64.1  fBodyAcc-bandsEnergy()-57,64.2  \\\n",
       "9764                         6.409565                        9.489085   \n",
       "7624                         6.409726                        9.489146   \n",
       "7644                         6.409677                        9.488851   \n",
       "2284                         6.374807                        9.473232   \n",
       "10586                        6.407562                        9.242979   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-9,16  fBodyAcc-bandsEnergy()-9,16.1  \\\n",
       "9764                      1.853876                      -3.099419   \n",
       "7624                      1.853954                      -3.099606   \n",
       "7644                      1.853960                      -3.099363   \n",
       "2284                      0.768741                      -2.787746   \n",
       "10586                     1.642369                      -2.866864   \n",
       "\n",
       "       fBodyAcc-bandsEnergy()-9,16.2  fBodyAcc-energy()-X  \\\n",
       "9764                        0.993761             6.103974   \n",
       "7624                        0.993660             6.104058   \n",
       "7644                        0.993704             6.103832   \n",
       "2284                        1.097242             5.164649   \n",
       "10586                       1.032750             5.410116   \n",
       "\n",
       "       fBodyAcc-energy()-Y  fBodyAcc-energy()-Z  fBodyAcc-entropy()-X  \\\n",
       "9764             -0.563934            -6.474507             -0.039049   \n",
       "7624             -0.564161            -6.474674              0.086024   \n",
       "7644             -0.563366            -6.474160             -0.039049   \n",
       "2284             -0.213678            -6.389757             -3.478711   \n",
       "10586            -0.090179            -6.415968             -2.833139   \n",
       "\n",
       "       fBodyAcc-entropy()-Y  fBodyAcc-entropy()-Z  fBodyAcc-iqr()-X  \\\n",
       "9764               4.404360              2.026002         -1.926147   \n",
       "7624               4.542828              2.324510         -1.925551   \n",
       "7644               4.404360              2.143606         -1.925594   \n",
       "2284               1.130900             -0.439289         -1.965806   \n",
       "10586              1.091800             -0.030080         -1.962562   \n",
       "\n",
       "       fBodyAcc-iqr()-Y  fBodyAcc-iqr()-Z  fBodyAcc-kurtosis()-X  \\\n",
       "9764           6.599639          2.896934               7.637599   \n",
       "7624           6.617405          2.896613               7.784657   \n",
       "7644           6.611639          2.897083               5.138010   \n",
       "2284           5.633187          2.680726               7.388468   \n",
       "10586          5.489221          2.802493               5.474544   \n",
       "\n",
       "       fBodyAcc-kurtosis()-Y  fBodyAcc-kurtosis()-Z  fBodyAcc-mad()-X  \\\n",
       "9764                7.836285              -0.787261          2.542319   \n",
       "7624                8.141759              -0.397117          2.544998   \n",
       "7644                6.029430              -0.938517          2.542064   \n",
       "2284                7.873536              -0.416824          1.935732   \n",
       "10586               7.360959              -0.667556          2.119893   \n",
       "\n",
       "       fBodyAcc-mad()-Y  fBodyAcc-mad()-Z  fBodyAcc-main()-X  \\\n",
       "9764          -2.755729          4.160736           5.916327   \n",
       "7624          -2.752606          4.184102           5.894800   \n",
       "7644          -2.757912          4.143341           5.927171   \n",
       "2284          -3.075055          2.653589           5.941206   \n",
       "10586         -3.081209          3.160873           6.114635   \n",
       "\n",
       "       fBodyAcc-main()-Y  fBodyAcc-main()-Z  fBodyAcc-max()-X  \\\n",
       "9764            0.415446           1.605963          5.241266   \n",
       "7624            0.352879          -0.366337          5.240998   \n",
       "7644            0.478086           5.995028          5.242334   \n",
       "2284            1.969677           1.747470          5.297821   \n",
       "10586           1.919956          -2.487030          5.321684   \n",
       "\n",
       "       fBodyAcc-max()-Y  fBodyAcc-max()-Z  fBodyAcc-maxInds-X  \\\n",
       "9764           6.624075          0.506555            3.803078   \n",
       "7624           6.648717          0.510853            3.758202   \n",
       "7644           6.548745          0.502028            3.705847   \n",
       "2284           5.299352          0.455411            3.735764   \n",
       "10586          4.677030          0.425491            3.728285   \n",
       "\n",
       "       fBodyAcc-maxInds-Y  fBodyAcc-maxInds-Z  fBodyAcc-mean()-X  \\\n",
       "9764             1.841663            0.515509          -7.614785   \n",
       "7624             2.097024            0.515509          -7.616291   \n",
       "7644             1.841663            0.515509          -7.614947   \n",
       "2284             1.884223            0.464380          -7.291138   \n",
       "10586            1.884223            0.362120          -7.391219   \n",
       "\n",
       "       fBodyAcc-mean()-Y  fBodyAcc-mean()-Z  fBodyAcc-meanFreq()-X  \\\n",
       "9764           -1.032672                NaN              -4.557856   \n",
       "7624           -1.039216           6.327437              -4.374547   \n",
       "7644           -1.033431           6.345719              -3.813082   \n",
       "2284           -0.623965           7.141304              -4.166525   \n",
       "10586          -0.602622           6.890528              -3.468330   \n",
       "\n",
       "       fBodyAcc-meanFreq()-Y  fBodyAcc-meanFreq()-Z  fBodyAcc-min()-X  \\\n",
       "9764                2.675463              -1.924107         -0.208581   \n",
       "7624                3.056902              -1.962072         -0.216916   \n",
       "7644                4.184142              -1.895850         -0.211608   \n",
       "2284                4.666893              -1.886313         -0.105111   \n",
       "10586               4.486643              -1.905295          0.141783   \n",
       "\n",
       "       fBodyAcc-min()-Y  fBodyAcc-min()-Z  fBodyAcc-skewness()-X  \\\n",
       "9764           3.146687          3.529017               0.062869   \n",
       "7624           3.155335          3.536914               0.186114   \n",
       "7644           3.157592          3.528807              -1.186096   \n",
       "2284           2.883141          3.452733              -0.228654   \n",
       "10586          3.023578          3.281626              -1.074336   \n",
       "\n",
       "       fBodyAcc-skewness()-Y  fBodyAcc-skewness()-Z  fBodyAcc-sma()  \\\n",
       "9764                4.702336               6.721149       -0.767699   \n",
       "7624                5.257307               6.903546       -0.759841   \n",
       "7644                2.447964               6.663075       -0.769173   \n",
       "2284                4.572307               6.872288       -1.531423   \n",
       "10586               3.810981               6.761714       -1.357196   \n",
       "\n",
       "       fBodyAcc-std()-X  fBodyAcc-std()-Y  fBodyAcc-std()-Z  \\\n",
       "9764           0.800218         -1.262752          4.204300   \n",
       "7624           0.805170         -1.245933          4.222120   \n",
       "7644           0.790370         -1.306111          4.183224   \n",
       "2284          -0.537596         -2.784092          3.677794   \n",
       "10586         -0.430918         -3.102115          3.745276   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-1,16  fBodyAccJerk-bandsEnergy()-1,16.1  \\\n",
       "9764                         -0.221335                           6.389222   \n",
       "7624                         -0.221291                           6.389369   \n",
       "7644                         -0.221282                           6.389197   \n",
       "2284                         -0.816047                           6.013833   \n",
       "10586                        -0.429253                           5.974081   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-1,16.2  fBodyAccJerk-bandsEnergy()-1,24  \\\n",
       "9764                            0.815883                        -2.333451   \n",
       "7624                            0.815733                        -2.333429   \n",
       "7644                            0.815888                        -2.333429   \n",
       "2284                            1.273835                        -2.522064   \n",
       "10586                           1.138774                        -2.399800   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-1,24.1  fBodyAccJerk-bandsEnergy()-1,24.2  \\\n",
       "9764                            2.392561                           6.401529   \n",
       "7624                            2.392683                           6.401783   \n",
       "7644                            2.392661                           6.401643   \n",
       "2284                            2.255950                           5.799727   \n",
       "10586                           2.211752                           6.117689   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-1,8  fBodyAccJerk-bandsEnergy()-1,8.1  \\\n",
       "9764                         5.566945                          2.645546   \n",
       "7624                         5.566951                          2.645483   \n",
       "7644                         5.566972                          2.645522   \n",
       "2284                         5.208193                          2.488196   \n",
       "10586                        5.183262                          2.350004   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-1,8.2  fBodyAccJerk-bandsEnergy()-17,24  \\\n",
       "9764                           5.246668                          6.227791   \n",
       "7624                           5.246716                          6.227976   \n",
       "7644                           5.246644                          6.227939   \n",
       "2284                           5.113046                          5.676311   \n",
       "10586                          5.092981                          6.027044   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-17,24.1  fBodyAccJerk-bandsEnergy()-17,24.2  \\\n",
       "9764                             4.612785                           -1.783880   \n",
       "7624                             4.612950                           -1.783821   \n",
       "7644                             4.612996                           -1.783830   \n",
       "2284                             4.539204                           -1.889719   \n",
       "10586                            4.472420                           -1.799147   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-17,32  fBodyAccJerk-bandsEnergy()-17,32.1  \\\n",
       "9764                           7.268634                            2.194104   \n",
       "7624                           7.268550                            2.194346   \n",
       "7644                           7.268564                            2.194392   \n",
       "2284                           7.395249                            2.136318   \n",
       "10586                          7.334234                            2.082020   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-17,32.2  fBodyAccJerk-bandsEnergy()-25,32  \\\n",
       "9764                            -2.220558                          3.716358   \n",
       "7624                            -2.220556                          3.717019   \n",
       "7644                            -2.220557                          3.716923   \n",
       "2284                            -2.222886                          3.378711   \n",
       "10586                           -2.220982                          3.336865   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-25,32.1  fBodyAccJerk-bandsEnergy()-25,32.2  \\\n",
       "9764                             0.496481                           -3.674395   \n",
       "7624                             0.497511                           -3.674371   \n",
       "7644                             0.497643                           -3.674406   \n",
       "2284                             0.403711                           -3.696273   \n",
       "10586                            0.305938                           -3.682919   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-25,48  fBodyAccJerk-bandsEnergy()-25,48.1  \\\n",
       "9764                           0.052090                           -5.364533   \n",
       "7624                           0.052399                           -5.364672   \n",
       "7644                           0.052374                           -5.364672   \n",
       "2284                          -0.323548                           -5.351103   \n",
       "10586                         -0.230591                           -5.337309   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-25,48.2  fBodyAccJerk-bandsEnergy()-33,40  \\\n",
       "9764                             5.695264                          3.693001   \n",
       "7624                             5.695359                          3.693006   \n",
       "7644                             5.695172                          3.692995   \n",
       "2284                             5.588746                          3.746008   \n",
       "10586                            5.607445                          3.720005   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-33,40.1  fBodyAccJerk-bandsEnergy()-33,40.2  \\\n",
       "9764                             6.132761                            2.193652   \n",
       "7624                             6.133115                            2.193645   \n",
       "7644                             6.133092                            2.193614   \n",
       "2284                             6.090586                            2.167196   \n",
       "10586                            6.072202                            2.163865   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-33,48  fBodyAccJerk-bandsEnergy()-33,48.1  \\\n",
       "9764                           8.042084                           -0.628557   \n",
       "7624                           8.042087                           -0.629384   \n",
       "7644                           8.042089                           -0.629239   \n",
       "2284                           8.017748                           -0.540306   \n",
       "10586                          8.029342                           -0.452481   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-33,48.2  fBodyAccJerk-bandsEnergy()-41,48  \\\n",
       "9764                            -1.771166                          7.569577   \n",
       "7624                            -1.771163                          7.569718   \n",
       "7644                            -1.771171                          7.569683   \n",
       "2284                            -1.775080                          7.186974   \n",
       "10586                           -1.775707                          7.363578   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-41,48.1  fBodyAccJerk-bandsEnergy()-41,48.2  \\\n",
       "9764                             3.040542                            4.322290   \n",
       "7624                             3.041612                            4.322397   \n",
       "7644                             3.041208                            4.322240   \n",
       "2284                             2.950797                            4.263220   \n",
       "10586                            2.731971                            4.251586   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-49,56  fBodyAccJerk-bandsEnergy()-49,56.1  \\\n",
       "9764                           2.630436                           -2.273172   \n",
       "7624                           2.630436                           -2.273810   \n",
       "7644                           2.630432                           -2.273512   \n",
       "2284                           2.626456                           -2.223707   \n",
       "10586                          2.627765                           -2.191944   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-49,56.2  fBodyAccJerk-bandsEnergy()-49,64  \\\n",
       "9764                             5.130485                          7.728147   \n",
       "7624                             5.131081                          7.728134   \n",
       "7644                             5.130733                          7.728008   \n",
       "2284                             4.812592                          7.582895   \n",
       "10586                            4.915891                          7.595088   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-49,64.1  fBodyAccJerk-bandsEnergy()-49,64.2  \\\n",
       "9764                             0.714377                            8.561117   \n",
       "7624                             0.714292                            8.561690   \n",
       "7644                             0.714329                            8.561382   \n",
       "2284                             0.720532                            8.267096   \n",
       "10586                            0.724814                            8.340356   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-57,64  fBodyAccJerk-bandsEnergy()-57,64.1  \\\n",
       "9764                           7.385266                            4.286265   \n",
       "7624                           7.385255                            4.286262   \n",
       "7644                           7.385228                            4.286262   \n",
       "2284                           7.363456                            4.286284   \n",
       "10586                          6.828820                            4.286445   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-57,64.2  fBodyAccJerk-bandsEnergy()-9,16  \\\n",
       "9764                             1.107758                         2.361642   \n",
       "7624                             1.108421                         2.361622   \n",
       "7644                             1.108483                         2.361620   \n",
       "2284                             0.941045                         2.594619   \n",
       "10586                            0.619218                         2.414581   \n",
       "\n",
       "       fBodyAccJerk-bandsEnergy()-9,16.1  fBodyAccJerk-bandsEnergy()-9,16.2  \\\n",
       "9764                            1.126607                          -0.987903   \n",
       "7624                            1.126675                          -0.987882   \n",
       "7644                            1.126602                          -0.987897   \n",
       "2284                            1.013145                          -1.055049   \n",
       "10586                           1.024454                          -1.017870   \n",
       "\n",
       "       fBodyAccJerk-energy()-X  fBodyAccJerk-energy()-Y  \\\n",
       "9764                  1.811929                 2.338485   \n",
       "7624                  1.811891                 2.338550   \n",
       "7644                  1.811893                 2.338544   \n",
       "2284                  2.029892                 2.308206   \n",
       "10586                 1.897837                 2.295731   \n",
       "\n",
       "       fBodyAccJerk-energy()-Z  fBodyAccJerk-entropy()-X  \\\n",
       "9764                  4.061998                  4.097324   \n",
       "7624                  4.062186                  4.097324   \n",
       "7644                  4.062019                  4.097324   \n",
       "2284                  3.710199                  3.099106   \n",
       "10586                 3.875245                  3.294757   \n",
       "\n",
       "       fBodyAccJerk-entropy()-Y  fBodyAccJerk-entropy()-Z  \\\n",
       "9764                   5.929388                  1.832855   \n",
       "7624                   5.929388                  1.832855   \n",
       "7644                   5.929388                  1.884646   \n",
       "2284                   7.214172                  3.075605   \n",
       "10586                  7.377639                  2.826702   \n",
       "\n",
       "       fBodyAccJerk-iqr()-X  fBodyAccJerk-iqr()-Y  fBodyAccJerk-iqr()-Z  \\\n",
       "9764                    NaN             -0.843443             -2.237247   \n",
       "7624              -1.406641             -0.843562             -2.241640   \n",
       "7644              -1.406668             -0.843579             -2.236127   \n",
       "2284              -1.420899             -0.837506             -2.843167   \n",
       "10586             -1.416415             -0.836286             -2.583744   \n",
       "\n",
       "       fBodyAccJerk-kurtosis()-X  fBodyAccJerk-kurtosis()-Y  \\\n",
       "9764                    6.199549                   3.206196   \n",
       "7624                    6.265433                   3.213548   \n",
       "7644                    6.192629                   3.191276   \n",
       "2284                    5.899551                   3.125515   \n",
       "10586                   5.997205                   3.170577   \n",
       "\n",
       "       fBodyAccJerk-kurtosis()-Z  fBodyAccJerk-mad()-X  fBodyAccJerk-mad()-Y  \\\n",
       "9764                   -1.793635              3.186648              0.703614   \n",
       "7624                   -1.209699              3.194081              0.704398   \n",
       "7644                   -2.750581              3.192609              0.704366   \n",
       "2284                   -2.299295              2.024028              0.665726   \n",
       "10586                  -2.637130              2.509989              0.656768   \n",
       "\n",
       "       fBodyAccJerk-mad()-Z  fBodyAccJerk-max()-X  fBodyAccJerk-max()-Y  \\\n",
       "9764               4.652160              3.109493              1.709545   \n",
       "7624               4.646216              3.112693              1.706800   \n",
       "7644               4.651267              3.111447              1.707560   \n",
       "2284               3.192845              2.638094              1.905332   \n",
       "10586              3.704595              2.824466              1.909173   \n",
       "\n",
       "       fBodyAccJerk-max()-Z  fBodyAccJerk-maxInds-X  fBodyAccJerk-maxInds-Y  \\\n",
       "9764               0.862506                1.228889               -1.983492   \n",
       "7624               0.862561                1.635033               -2.486185   \n",
       "7644               0.862467                1.905796               -2.046329   \n",
       "2284               0.858502                1.183762               -1.857819   \n",
       "10586              0.859603                0.777618               -2.172002   \n",
       "\n",
       "       fBodyAccJerk-maxInds-Z  fBodyAccJerk-mean()-X  fBodyAccJerk-mean()-Y  \\\n",
       "9764                 0.076646               4.687327               1.774773   \n",
       "7624                -0.093479               4.694616               1.805791   \n",
       "7644                 0.133355               4.694684               1.803018   \n",
       "2284                -0.433729               3.393216               0.616804   \n",
       "10586               -1.170939               3.757444               0.350546   \n",
       "\n",
       "       fBodyAccJerk-mean()-Z  fBodyAccJerk-meanFreq()-X  \\\n",
       "9764               -1.614845                  -4.602236   \n",
       "7624               -1.607166                  -4.296239   \n",
       "7644               -1.612405                  -4.028266   \n",
       "2284               -2.409713                  -5.765179   \n",
       "10586              -2.174959                  -4.861930   \n",
       "\n",
       "       fBodyAccJerk-meanFreq()-Y  fBodyAccJerk-meanFreq()-Z  \\\n",
       "9764                    6.354095                   0.583519   \n",
       "7624                    6.664948                   0.586753   \n",
       "7644                    6.652042                   0.861434   \n",
       "2284                    7.463903                   2.221075   \n",
       "10586                   7.191866                   1.115607   \n",
       "\n",
       "       fBodyAccJerk-min()-X  fBodyAccJerk-min()-Y  fBodyAccJerk-min()-Z  \\\n",
       "9764              -2.414230              3.505857              5.795360   \n",
       "7624              -2.409936              3.472762              5.814795   \n",
       "7644              -2.403776              3.475392              5.836876   \n",
       "2284              -2.182861              3.571536              4.846465   \n",
       "10586             -1.806949              3.739526              4.671641   \n",
       "\n",
       "       fBodyAccJerk-skewness()-X  fBodyAccJerk-skewness()-Y  \\\n",
       "9764                    2.434305                   1.422576   \n",
       "7624                    2.845965                   1.503953   \n",
       "7644                    2.411291                   1.396274   \n",
       "2284                    0.883240                   1.162607   \n",
       "10586                   1.295876                   1.263135   \n",
       "\n",
       "       fBodyAccJerk-skewness()-Z  fBodyAccJerk-sma()  fBodyAccJerk-std()-X  \\\n",
       "9764                    1.104120           -0.648569             -4.029269   \n",
       "7624                    1.670550           -0.637618             -4.019092   \n",
       "7644                    0.264921           -0.640029             -4.020925   \n",
       "2284                    0.335823           -1.622017             -5.817531   \n",
       "10586                  -0.380004           -1.447270             -5.003935   \n",
       "\n",
       "       fBodyAccJerk-std()-Y  fBodyAccJerk-std()-Z  fBodyAccMag-energy()  \\\n",
       "9764               0.273492              2.361234              2.650152   \n",
       "7624               0.253811              2.361796              2.650508   \n",
       "7644               0.256667              2.359115              2.649185   \n",
       "2284               1.293797              1.616815              2.121302   \n",
       "10586              1.463586              1.819662              2.248530   \n",
       "\n",
       "       fBodyAccMag-entropy()  fBodyAccMag-iqr()  fBodyAccMag-kurtosis()  \\\n",
       "9764                3.685232           5.224474               -5.678103   \n",
       "7624                3.805075           5.242389               -5.692976   \n",
       "7644                3.666334           5.210741               -5.374890   \n",
       "2284                2.325352           3.588403               -5.630087   \n",
       "10586               2.501547           4.057651               -5.466642   \n",
       "\n",
       "       fBodyAccMag-mad()  fBodyAccMag-max()  fBodyAccMag-maxInds  \\\n",
       "9764            2.664863                NaN             4.187429   \n",
       "7624            2.692883          -1.680585             4.420318   \n",
       "7644            2.632127          -1.641187             4.391207   \n",
       "2284            0.851388          -1.111811             4.303873   \n",
       "10586           1.236710          -1.011429             4.332984   \n",
       "\n",
       "       fBodyAccMag-mean()  fBodyAccMag-meanFreq()  fBodyAccMag-min()  \\\n",
       "9764             7.524645                3.218965          -0.454937   \n",
       "7624             7.546018                2.726021          -0.453975   \n",
       "7644             7.513599                3.938161          -0.458923   \n",
       "2284             5.965342                3.585501          -0.544361   \n",
       "10586            6.316654                3.584534          -0.510859   \n",
       "\n",
       "       fBodyAccMag-skewness()  fBodyAccMag-sma()  fBodyAccMag-std()  \\\n",
       "9764                 3.400783          -4.077172          -0.787878   \n",
       "7624                 3.588227          -4.089284          -0.767439   \n",
       "7644                 1.981159          -4.070912          -0.834478   \n",
       "2284                 3.106676          -3.193530          -2.166122   \n",
       "10586                2.341706          -3.392615          -2.083208   \n",
       "\n",
       "       fBodyBodyAccJerkMag-energy()  fBodyBodyAccJerkMag-entropy()  \\\n",
       "9764                      -3.398272                       3.685143   \n",
       "7624                      -3.398363                       3.685143   \n",
       "7644                      -3.398328                       3.685143   \n",
       "2284                      -3.254165                      -0.083882   \n",
       "10586                     -3.308361                       0.586667   \n",
       "\n",
       "       fBodyBodyAccJerkMag-iqr()  fBodyBodyAccJerkMag-kurtosis()  \\\n",
       "9764                    0.854606                        4.604610   \n",
       "7624                    0.868870                        4.708696   \n",
       "7644                    0.863107                        4.594775   \n",
       "2284                    0.123777                        4.773807   \n",
       "10586                   0.310506                        6.008167   \n",
       "\n",
       "       fBodyBodyAccJerkMag-mad()  fBodyBodyAccJerkMag-max()  \\\n",
       "9764                    3.678834                   3.790182   \n",
       "7624                    3.709555                   3.794333   \n",
       "7644                    3.701568                   3.794823   \n",
       "2284                    1.423954                   3.246766   \n",
       "10586                   2.020426                   3.000339   \n",
       "\n",
       "       fBodyBodyAccJerkMag-maxInds  fBodyBodyAccJerkMag-mean()  \\\n",
       "9764                      3.636141                    3.336290   \n",
       "7624                      3.088740                    3.336445   \n",
       "7644                      3.818607                    3.336364   \n",
       "2284                      3.785432                    3.322065   \n",
       "10586                     3.802019                    3.326514   \n",
       "\n",
       "       fBodyBodyAccJerkMag-meanFreq()  fBodyBodyAccJerkMag-min()  \\\n",
       "9764                         1.113025                  -3.113080   \n",
       "7624                         0.493640                  -3.112039   \n",
       "7644                         1.114897                  -3.115427   \n",
       "2284                         1.581575                  -3.435327   \n",
       "10586                        1.212276                  -3.276315   \n",
       "\n",
       "       fBodyBodyAccJerkMag-skewness()  fBodyBodyAccJerkMag-sma()  \\\n",
       "9764                         6.392211                   0.227274   \n",
       "7624                         5.999837                   0.231702   \n",
       "7644                         6.528593                   0.229398   \n",
       "2284                         5.291073                  -0.178600   \n",
       "10586                        2.288601                  -0.051656   \n",
       "\n",
       "       fBodyBodyAccJerkMag-std()  fBodyBodyGyroJerkMag-energy()  \\\n",
       "9764                   -3.015789                       3.488704   \n",
       "7624                   -3.017017                       3.488713   \n",
       "7644                   -3.016740                       3.488713   \n",
       "2284                   -2.906000                       3.375793   \n",
       "10586                  -2.914120                       3.405453   \n",
       "\n",
       "       fBodyBodyGyroJerkMag-entropy()  fBodyBodyGyroJerkMag-iqr()  \\\n",
       "9764                         4.655758                    4.217081   \n",
       "7624                         4.655758                    4.217181   \n",
       "7644                         4.655758                    4.217180   \n",
       "2284                         6.078433                    4.195149   \n",
       "10586                        5.913555                    4.201436   \n",
       "\n",
       "       fBodyBodyGyroJerkMag-kurtosis()  fBodyBodyGyroJerkMag-mad()  \\\n",
       "9764                               NaN                    4.044230   \n",
       "7624                         -7.638240                    4.045607   \n",
       "7644                         -7.381837                    4.046798   \n",
       "2284                         -7.585011                    3.343821   \n",
       "10586                        -8.403868                    3.525387   \n",
       "\n",
       "       fBodyBodyGyroJerkMag-max()  fBodyBodyGyroJerkMag-maxInds  \\\n",
       "9764                     0.851442                      2.745715   \n",
       "7624                     0.852676                      2.387620   \n",
       "7644                     0.855785                      2.148891   \n",
       "2284                     0.221712                      2.865079   \n",
       "10586                    0.073418                      2.745715   \n",
       "\n",
       "       fBodyBodyGyroJerkMag-mean()  fBodyBodyGyroJerkMag-meanFreq()  \\\n",
       "9764                     -0.312646                         0.316823   \n",
       "7624                     -0.311556                         0.501764   \n",
       "7644                     -0.312129                        -0.013670   \n",
       "2284                     -0.649755                         0.498336   \n",
       "10586                    -0.597515                         0.363685   \n",
       "\n",
       "       fBodyBodyGyroJerkMag-min()  fBodyBodyGyroJerkMag-skewness()  \\\n",
       "9764                     4.606930                         4.779934   \n",
       "7624                     4.598120                         4.470153   \n",
       "7644                     4.603729                         5.501401   \n",
       "2284                     4.101001                         4.645377   \n",
       "10586                    3.997202                         3.469406   \n",
       "\n",
       "       fBodyBodyGyroJerkMag-sma()  fBodyBodyGyroJerkMag-std()  \\\n",
       "9764                     3.065202                   -6.015537   \n",
       "7624                     3.068361                   -6.015474   \n",
       "7644                     3.066700                   -6.015297   \n",
       "2284                     2.087811                   -6.062388   \n",
       "10586                    2.239273                   -6.056563   \n",
       "\n",
       "       fBodyBodyGyroMag-energy()  fBodyBodyGyroMag-entropy()  \\\n",
       "9764                   -2.927452                   -0.429453   \n",
       "7624                   -2.927753                   -0.650289   \n",
       "7644                   -2.927307                   -0.274071   \n",
       "2284                   -3.224253                   -3.504957   \n",
       "10586                  -3.039521                   -3.226300   \n",
       "\n",
       "       fBodyBodyGyroMag-iqr()  fBodyBodyGyroMag-kurtosis()  \\\n",
       "9764                 6.792823                     3.742385   \n",
       "7624                 6.792168                     3.806361   \n",
       "7644                 6.789063                     3.688318   \n",
       "2284                 6.067481                     3.676513   \n",
       "10586                6.257303                     3.757763   \n",
       "\n",
       "       fBodyBodyGyroMag-mad()  fBodyBodyGyroMag-max()  \\\n",
       "9764                -0.008810               -0.395160   \n",
       "7624                -0.023078               -0.410677   \n",
       "7644                 0.003346               -0.382806   \n",
       "2284                -1.910403               -0.812114   \n",
       "10586               -0.925768               -0.814699   \n",
       "\n",
       "       fBodyBodyGyroMag-maxInds  fBodyBodyGyroMag-mean()  \\\n",
       "9764                  -1.119278                 1.586127   \n",
       "7624                  -1.119278                 1.590307   \n",
       "7644                  -1.286360                 1.585052   \n",
       "2284                  -1.787607                 1.949084   \n",
       "10586                 -1.620524                 1.825751   \n",
       "\n",
       "       fBodyBodyGyroMag-meanFreq()  fBodyBodyGyroMag-min()  \\\n",
       "9764                      2.900424                0.279028   \n",
       "7624                      2.653964                0.275361   \n",
       "7644                      2.620773                0.280652   \n",
       "2284                      2.732502                0.207822   \n",
       "10586                     2.247282                0.168439   \n",
       "\n",
       "       fBodyBodyGyroMag-skewness()  fBodyBodyGyroMag-sma()  \\\n",
       "9764                      4.534764                3.611966   \n",
       "7624                      5.016499                3.606194   \n",
       "7644                      3.971989                3.613450   \n",
       "2284                      3.804790                3.110777   \n",
       "10586                     4.512366                3.281081   \n",
       "\n",
       "       fBodyBodyGyroMag-std()  fBodyGyro-bandsEnergy()-1,16  \\\n",
       "9764                      NaN                     -7.684692   \n",
       "7624                 4.845843                     -7.684718   \n",
       "7644                 4.851404                     -7.684722   \n",
       "2284                 4.653310                     -7.238026   \n",
       "10586                4.739060                     -7.504150   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-1,16.1  fBodyGyro-bandsEnergy()-1,16.2  \\\n",
       "9764                        -0.231342                        1.416696   \n",
       "7624                        -0.231349                        1.416569   \n",
       "7644                        -0.231118                        1.416107   \n",
       "2284                         0.037156                        0.064803   \n",
       "10586                       -0.162209                        0.519231   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-1,24  fBodyGyro-bandsEnergy()-1,24.1  \\\n",
       "9764                       0.941641                        4.717444   \n",
       "7624                       0.941669                        4.717447   \n",
       "7644                       0.941677                        4.717331   \n",
       "2284                       0.450137                        4.576701   \n",
       "10586                      0.736941                        4.679958   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-1,24.2  fBodyGyro-bandsEnergy()-1,8  \\\n",
       "9764                        -4.198970                     0.744313   \n",
       "7624                        -4.198919                     0.744315   \n",
       "7644                        -4.198749                     0.744315   \n",
       "2284                        -3.679342                     0.721291   \n",
       "10586                       -3.856113                     0.734848   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-1,8.1  fBodyGyro-bandsEnergy()-1,8.2  \\\n",
       "9764                        3.689657                       7.215633   \n",
       "7624                        3.689691                       7.215533   \n",
       "7644                        3.689097                       7.215134   \n",
       "2284                        3.123459                       6.203401   \n",
       "10586                       3.570045                       6.505463   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-17,24  fBodyGyro-bandsEnergy()-17,24.1  \\\n",
       "9764                        5.761827                        -7.056576   \n",
       "7624                        5.761782                        -7.056579   \n",
       "7644                        5.761884                        -7.056572   \n",
       "2284                        5.663707                        -7.110895   \n",
       "10586                       5.532325                        -7.082380   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-17,24.2  fBodyGyro-bandsEnergy()-17,32  \\\n",
       "9764                          0.928156                       6.995951   \n",
       "7624                          0.928117                       6.995890   \n",
       "7644                          0.928154                       6.995999   \n",
       "2284                          0.782762                       6.910385   \n",
       "10586                         0.857580                       6.817232   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-17,32.1  fBodyGyro-bandsEnergy()-17,32.2  \\\n",
       "9764                         -0.433742                        -1.013035   \n",
       "7624                         -0.433742                        -1.013073   \n",
       "7644                         -0.433723                        -1.013047   \n",
       "2284                         -0.514409                        -1.136383   \n",
       "10586                        -0.505153                        -1.092437   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-25,32  fBodyGyro-bandsEnergy()-25,32.1  \\\n",
       "9764                       -2.013028                        -0.241998   \n",
       "7624                       -2.012935                        -0.241995   \n",
       "7644                       -2.013069                        -0.241988   \n",
       "2284                       -1.938091                        -0.246364   \n",
       "10586                      -1.895587                        -0.271297   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-25,32.2  fBodyGyro-bandsEnergy()-25,48  \\\n",
       "9764                         -1.184251                       4.225303   \n",
       "7624                         -1.184273                       4.225266   \n",
       "7644                         -1.184280                       4.225316   \n",
       "2284                         -1.218094                       4.195739   \n",
       "10586                        -1.250685                       4.171604   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-25,48.1  fBodyGyro-bandsEnergy()-25,48.2  \\\n",
       "9764                         -2.246091                         0.789371   \n",
       "7624                         -2.246093                         0.789278   \n",
       "7644                         -2.246070                         0.789290   \n",
       "2284                         -2.264869                         0.697001   \n",
       "10586                        -2.318133                         0.656529   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-33,40  fBodyGyro-bandsEnergy()-33,40.1  \\\n",
       "9764                       -0.209324                         3.800870   \n",
       "7624                       -0.209303                         3.800852   \n",
       "7644                       -0.209334                         3.800868   \n",
       "2284                       -0.194313                         3.771277   \n",
       "10586                      -0.177419                         3.761474   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-33,40.2  fBodyGyro-bandsEnergy()-33,48  \\\n",
       "9764                         -1.131793                      -2.462449   \n",
       "7624                         -1.131810                      -2.462454   \n",
       "7644                         -1.131811                      -2.462448   \n",
       "2284                         -1.151710                      -2.466155   \n",
       "10586                        -1.155125                      -2.470492   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-33,48.1  fBodyGyro-bandsEnergy()-33,48.2  \\\n",
       "9764                         -2.576618                         4.964416   \n",
       "7624                         -2.576658                         4.964315   \n",
       "7644                         -2.576621                         4.964345   \n",
       "2284                         -2.627354                         4.884614   \n",
       "10586                        -2.641025                         4.880794   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-41,48  fBodyGyro-bandsEnergy()-41,48.1  \\\n",
       "9764                        1.213925                        -1.136597   \n",
       "7624                        1.213922                        -1.136588   \n",
       "7644                        1.213924                        -1.136597   \n",
       "2284                        1.210855                        -1.130226   \n",
       "10586                       1.207074                        -1.129698   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-41,48.2  fBodyGyro-bandsEnergy()-49,56  \\\n",
       "9764                          3.922135                      -0.905009   \n",
       "7624                          3.921958                      -0.905071   \n",
       "7644                          3.922066                      -0.905020   \n",
       "2284                          3.835570                      -1.128311   \n",
       "10586                         3.853552                      -1.257726   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-49,56.1  fBodyGyro-bandsEnergy()-49,56.2  \\\n",
       "9764                          3.829826                         4.396650   \n",
       "7624                          3.829185                         4.396460   \n",
       "7644                          3.829718                         4.396582   \n",
       "2284                          3.778372                         4.210057   \n",
       "10586                         3.766831                         4.295508   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-49,64  fBodyGyro-bandsEnergy()-49,64.1  \\\n",
       "9764                             NaN                         3.383625   \n",
       "7624                        1.261182                         3.383041   \n",
       "7644                        1.261205                         3.383582   \n",
       "2284                        1.123475                         3.358860   \n",
       "10586                       1.034941                         3.349627   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-49,64.2  fBodyGyro-bandsEnergy()-57,64  \\\n",
       "9764                         -0.679862                       5.774825   \n",
       "7624                         -0.680296                       5.774814   \n",
       "7644                         -0.680030                       5.774819   \n",
       "2284                         -1.039703                       5.684709   \n",
       "10586                        -0.880788                       5.617261   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-57,64.1  fBodyGyro-bandsEnergy()-57,64.2  \\\n",
       "9764                          5.555304                         1.493405   \n",
       "7624                          5.555589                         1.492719   \n",
       "7644                          5.555296                         1.493121   \n",
       "2284                          5.555584                         1.018926   \n",
       "10586                         5.559393                         1.218726   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-9,16  fBodyGyro-bandsEnergy()-9,16.1  \\\n",
       "9764                      -5.907536                        1.809047   \n",
       "7624                      -5.907537                        1.809039   \n",
       "7644                      -5.907552                        1.809026   \n",
       "2284                      -5.559443                        1.734979   \n",
       "10586                     -5.791154                        1.777356   \n",
       "\n",
       "       fBodyGyro-bandsEnergy()-9,16.2  fBodyGyro-energy()-X  \\\n",
       "9764                         7.929338              4.501505   \n",
       "7624                         7.929311              4.501515   \n",
       "7644                         7.929378              4.501520   \n",
       "2284                         7.450688              4.291842   \n",
       "10586                        7.774441              4.412350   \n",
       "\n",
       "       fBodyGyro-energy()-Y  fBodyGyro-energy()-Z  fBodyGyro-entropy()-X  \\\n",
       "9764               3.705115             -1.781798              -3.844881   \n",
       "7624               3.705138             -1.781847              -3.546133   \n",
       "7644               3.704107             -1.781995              -3.638991   \n",
       "2284               2.425835             -2.240504              -7.433773   \n",
       "10586              3.336513             -2.086595              -7.518762   \n",
       "\n",
       "       fBodyGyro-entropy()-Y  fBodyGyro-entropy()-Z  fBodyGyro-iqr()-X  \\\n",
       "9764                3.411994               1.503668          -1.771627   \n",
       "7624                3.279071               1.503668          -1.773158   \n",
       "7644                3.317673               1.486429          -1.765870   \n",
       "2284                0.482803               1.832419          -2.290027   \n",
       "10586               0.388920               1.861655          -2.333090   \n",
       "\n",
       "       fBodyGyro-iqr()-Y  fBodyGyro-iqr()-Z  fBodyGyro-kurtosis()-X  \\\n",
       "9764            5.807832                NaN               -1.650226   \n",
       "7624            5.807578          -1.522943               -0.741741   \n",
       "7644            5.808915          -1.525316               -1.046178   \n",
       "2284            4.605241          -1.235590               -1.737662   \n",
       "10586           5.008059          -1.108567               -1.519401   \n",
       "\n",
       "       fBodyGyro-kurtosis()-Y  fBodyGyro-kurtosis()-Z  fBodyGyro-mad()-X  \\\n",
       "9764                -1.023603               -0.211062           5.303134   \n",
       "7624                -2.392113               -0.729000           5.305876   \n",
       "7644                -4.633059               -2.446474           5.307975   \n",
       "2284                 1.024552               -0.363553           4.121743   \n",
       "10586                1.102022               -1.192902           4.592489   \n",
       "\n",
       "       fBodyGyro-mad()-Y  fBodyGyro-mad()-Z  fBodyGyro-max()-X  \\\n",
       "9764            5.107754           0.158006           2.737224   \n",
       "7624            5.108628           0.157087           2.745536   \n",
       "7644            5.102726           0.155705           2.745452   \n",
       "2284            4.232439          -1.622865           1.168444   \n",
       "10586           4.658896          -1.054942           1.834820   \n",
       "\n",
       "       fBodyGyro-max()-Y  fBodyGyro-max()-Z  fBodyGyro-maxInds-X  \\\n",
       "9764           -0.066557           2.571326            -2.031341   \n",
       "7624           -0.066725           2.566869            -2.031341   \n",
       "7644           -0.069158           2.552123            -2.031341   \n",
       "2284           -0.145311           1.729258            -2.031341   \n",
       "10586          -0.107296           1.700909            -2.031341   \n",
       "\n",
       "       fBodyGyro-maxInds-Y  fBodyGyro-maxInds-Z  fBodyGyro-mean()-X  \\\n",
       "9764              3.486200             1.247276            1.440700   \n",
       "7624              3.486200             1.247276            1.440982   \n",
       "7644              3.486200             1.247276            1.438001   \n",
       "2284              3.499012             1.106817            2.082325   \n",
       "10586             3.524637             1.106817            1.937102   \n",
       "\n",
       "       fBodyGyro-mean()-Y  fBodyGyro-mean()-Z  fBodyGyro-meanFreq()-X  \\\n",
       "9764             2.533477           -5.543335                0.815782   \n",
       "7624             2.533274           -5.533564                1.434771   \n",
       "7644             2.533245           -5.537994                1.043690   \n",
       "2284             2.470419           -3.498200                0.437860   \n",
       "10586            2.491956           -4.005719                0.978436   \n",
       "\n",
       "       fBodyGyro-meanFreq()-Y  fBodyGyro-meanFreq()-Z  fBodyGyro-min()-X  \\\n",
       "9764                 1.171653                0.729127           2.298642   \n",
       "7624                 1.828474                0.908673           2.294213   \n",
       "7644                 0.783834                0.806094           2.297687   \n",
       "2284                 0.816367                0.696067           2.164741   \n",
       "10586                1.710092                0.741741           2.150231   \n",
       "\n",
       "       fBodyGyro-min()-Y  fBodyGyro-min()-Z  fBodyGyro-skewness()-X  \\\n",
       "9764            3.061121           1.140570                6.838386   \n",
       "7624            3.058268           1.100310                9.457173   \n",
       "7644            3.061632           1.121633                8.186378   \n",
       "2284            3.042480          -0.345627                6.352589   \n",
       "10586           3.049715           0.229638                6.702431   \n",
       "\n",
       "       fBodyGyro-skewness()-Y  fBodyGyro-skewness()-Z  fBodyGyro-sma()  \\\n",
       "9764                 0.297690               -0.493093         3.524894   \n",
       "7624                 0.730777               -1.574117         3.521353   \n",
       "7644                 1.582346               -4.603988         3.523828   \n",
       "2284                -0.727205               -0.925757         2.227017   \n",
       "10586               -0.940286               -2.512281         2.589332   \n",
       "\n",
       "       fBodyGyro-std()-X  fBodyGyro-std()-Y  fBodyGyro-std()-Z  \\\n",
       "9764            3.343095           0.811009           4.710975   \n",
       "7624            3.351585           0.811252           4.709006   \n",
       "7644            3.352400           0.808623           4.700401   \n",
       "2284            1.148811           0.660377           3.794268   \n",
       "10586           1.991343           0.740010           3.951389   \n",
       "\n",
       "       shadow-gravity-angle()  subject  tBodyAcc-arCoeff()-X,1  \\\n",
       "9764                      NaN        7               -0.179539   \n",
       "7624                -5.577367       16               -0.761251   \n",
       "7644                -8.837884       26               -1.113665   \n",
       "2284                -9.967064        9                1.062574   \n",
       "10586               -4.047351       27                1.830687   \n",
       "\n",
       "       tBodyAcc-arCoeff()-X,2  tBodyAcc-arCoeff()-X,3  tBodyAcc-arCoeff()-X,4  \\\n",
       "9764                -4.577670               -0.563130                0.245370   \n",
       "7624                -4.379541               -0.615835                0.293573   \n",
       "7644                -4.178330               -0.799921               -0.236570   \n",
       "2284                -4.541629               -0.877293               -0.092697   \n",
       "10586               -4.814660               -0.497291                0.240493   \n",
       "\n",
       "       tBodyAcc-arCoeff()-Y,1  tBodyAcc-arCoeff()-Y,2  tBodyAcc-arCoeff()-Y,3  \\\n",
       "9764                -2.508724               -0.814960                3.071901   \n",
       "7624                -2.325944               -0.820708                3.109691   \n",
       "7644                -2.299852               -0.795692                2.896882   \n",
       "2284                -0.596892               -0.867071                3.148748   \n",
       "10586               -0.895669               -0.860137                3.196879   \n",
       "\n",
       "       tBodyAcc-arCoeff()-Y,4  tBodyAcc-arCoeff()-Z,1  tBodyAcc-arCoeff()-Z,2  \\\n",
       "9764                 0.354772               -1.507356               -0.326949   \n",
       "7624                 0.225664               -1.631884               -0.341180   \n",
       "7644                 0.365537               -1.525392               -0.327300   \n",
       "2284                 0.401338               -1.251619               -0.331688   \n",
       "10586                0.356825               -1.491081               -0.304958   \n",
       "\n",
       "       tBodyAcc-arCoeff()-Z,3  tBodyAcc-arCoeff()-Z,4  \\\n",
       "9764                -2.359286                3.219647   \n",
       "7624                -1.644994                3.005876   \n",
       "7644                -1.944338                3.146935   \n",
       "2284                -2.955360                3.219113   \n",
       "10586               -2.433323                2.909905   \n",
       "\n",
       "       tBodyAcc-correlation()-X,Y  tBodyAcc-correlation()-X,Z  \\\n",
       "9764                     0.235778                    1.941861   \n",
       "7624                     0.293965                    2.142446   \n",
       "7644                     0.187813                    1.812408   \n",
       "2284                     0.255628                    2.141045   \n",
       "10586                    0.241881                    1.939971   \n",
       "\n",
       "       tBodyAcc-correlation()-Y,Z  tBodyAcc-energy()-X  tBodyAcc-energy()-Y  \\\n",
       "9764                    -2.023984             5.577262                  NaN   \n",
       "7624                    -3.016254             5.577294             1.882619   \n",
       "7644                    -1.402178             5.577182             1.882466   \n",
       "2284                    -2.586600             5.146982             1.814248   \n",
       "10586                   -2.323405             5.258354             1.789822   \n",
       "\n",
       "       tBodyAcc-energy()-Z  tBodyAcc-entropy()-X  tBodyAcc-entropy()-Y  \\\n",
       "9764              4.200026              0.144292              1.941996   \n",
       "7624              4.202225              0.214210              2.409747   \n",
       "7644              4.194616              0.082539              1.942389   \n",
       "2284              3.020656             -0.165324              0.458077   \n",
       "10586             3.383549             -0.152081              0.517640   \n",
       "\n",
       "       tBodyAcc-entropy()-Z  tBodyAcc-iqr()-X  tBodyAcc-iqr()-Y  \\\n",
       "9764              -2.445100          3.014469          2.549276   \n",
       "7624              -2.419747          3.015903          2.553170   \n",
       "7644              -2.471712          3.011296          2.534094   \n",
       "2284              -2.753788          2.693488          1.940215   \n",
       "10586             -2.734574          2.710829          1.911556   \n",
       "\n",
       "       tBodyAcc-iqr()-Z  tBodyAcc-mad()-X  tBodyAcc-mad()-Y  tBodyAcc-mad()-Z  \\\n",
       "9764           2.583843          1.714568          0.065216         -2.506513   \n",
       "7624           2.640589          1.718136          0.062442         -2.505511   \n",
       "7644           2.535198          1.710142          0.071637         -2.507710   \n",
       "2284           1.451441          0.891455          0.349577         -2.537595   \n",
       "10586          1.464794          1.010866          0.382575         -2.533925   \n",
       "\n",
       "       tBodyAcc-max()-X  tBodyAcc-max()-Y  tBodyAcc-max()-Z  \\\n",
       "9764          -0.114057          5.654021          4.420722   \n",
       "7624          -0.118401          5.626853          4.418049   \n",
       "7644          -0.111900          5.657293          4.453848   \n",
       "2284           0.826578          6.548291          5.702230   \n",
       "10586          0.778580          6.847196          5.328818   \n",
       "\n",
       "       tBodyAcc-mean()-X  tBodyAcc-mean()-Y  tBodyAcc-mean()-Z  \\\n",
       "9764            3.991812          -0.953312           2.877826   \n",
       "7624            3.985106          -0.963973           2.873667   \n",
       "7644            4.004349          -0.962525           2.885347   \n",
       "2284            3.990053          -0.902530           2.853683   \n",
       "10586           4.087176          -0.874047           2.901506   \n",
       "\n",
       "       tBodyAcc-min()-X  tBodyAcc-min()-Y  tBodyAcc-min()-Z  tBodyAcc-sma()  \\\n",
       "9764          -3.376049          1.154544         -4.482207        4.928796   \n",
       "7624          -3.376318          1.151595         -4.515251        4.967549   \n",
       "7644          -3.374884          1.153745         -4.448229        4.864271   \n",
       "2284          -3.126604          1.274217         -3.058762        1.893081   \n",
       "10586         -3.163994          1.294557         -3.595181        2.158030   \n",
       "\n",
       "       tBodyAcc-std()-X  tBodyAcc-std()-Y  tBodyAcc-std()-Z  \\\n",
       "9764           6.346898          3.885173          3.441130   \n",
       "7624           6.348765          3.886555          3.474817   \n",
       "7644           6.344620          3.882997          3.401588   \n",
       "2284           5.880477          3.775318          2.227671   \n",
       "10586          5.946874          3.756823          2.442943   \n",
       "\n",
       "       tBodyAccJerk-arCoeff()-X,1  tBodyAccJerk-arCoeff()-X,2  \\\n",
       "9764                     2.362944                    3.870941   \n",
       "7624                     2.164212                    3.975575   \n",
       "7644                     1.850191                    4.053475   \n",
       "2284                     2.662510                    4.098383   \n",
       "10586                    2.734873                    4.007883   \n",
       "\n",
       "       tBodyAccJerk-arCoeff()-X,3  tBodyAccJerk-arCoeff()-X,4  \\\n",
       "9764                    -3.220038                   -0.200303   \n",
       "7624                    -3.217309                   -0.190907   \n",
       "7644                    -3.180587                   -0.204548   \n",
       "2284                    -3.224472                   -0.151536   \n",
       "10586                   -3.223696                   -0.252015   \n",
       "\n",
       "       tBodyAccJerk-arCoeff()-Y,1  tBodyAccJerk-arCoeff()-Y,2  \\\n",
       "9764                     1.342360                   -0.973021   \n",
       "7624                     1.134812                   -0.761900   \n",
       "7644                     1.250408                   -0.241202   \n",
       "2284                     0.437048                   -1.107547   \n",
       "10586                    0.586790                   -1.072606   \n",
       "\n",
       "       tBodyAccJerk-arCoeff()-Y,3  tBodyAccJerk-arCoeff()-Y,4  \\\n",
       "9764                     4.935938                   -1.196277   \n",
       "7624                     4.680706                   -1.120869   \n",
       "7644                     4.671108                   -1.209353   \n",
       "2284                     4.179145                   -1.154012   \n",
       "10586                    4.331228                   -1.119910   \n",
       "\n",
       "       tBodyAccJerk-arCoeff()-Z,1  tBodyAccJerk-arCoeff()-Z,2  \\\n",
       "9764                     2.071504                   -0.503232   \n",
       "7624                     2.066020                   -0.903973   \n",
       "7644                     2.073733                   -0.617893   \n",
       "2284                     2.038707                   -0.261613   \n",
       "10586                    2.049111                   -0.115769   \n",
       "\n",
       "       tBodyAccJerk-arCoeff()-Z,3  tBodyAccJerk-arCoeff()-Z,4  \\\n",
       "9764                     3.328584                   -0.636334   \n",
       "7624                     4.206669                   -1.460134   \n",
       "7644                     3.776192                   -0.985365   \n",
       "2284                     3.936533                   -1.422624   \n",
       "10586                    4.889121                   -1.614468   \n",
       "\n",
       "       tBodyAccJerk-correlation()-X,Y  tBodyAccJerk-correlation()-X,Z  \\\n",
       "9764                         1.973398                        2.418348   \n",
       "7624                         1.597485                        2.281888   \n",
       "7644                         1.797547                        2.259462   \n",
       "2284                         2.096867                        2.287817   \n",
       "10586                        2.149583                        2.492585   \n",
       "\n",
       "       tBodyAccJerk-correlation()-Y,Z  tBodyAccJerk-energy()-X  \\\n",
       "9764                         0.048601                -0.781136   \n",
       "7624                         0.656299                -0.781065   \n",
       "7644                        -0.004797                -0.781070   \n",
       "2284                         1.211172                -1.185627   \n",
       "10586                       -0.784078                -0.940204   \n",
       "\n",
       "       tBodyAccJerk-energy()-Y  tBodyAccJerk-energy()-Z  \\\n",
       "9764                 -0.720239                -0.346679   \n",
       "7624                 -0.720007                -0.346728   \n",
       "7644                 -0.720027                -0.346684   \n",
       "2284                 -0.828856                -0.255496   \n",
       "10586                -0.873544                -0.298275   \n",
       "\n",
       "       tBodyAccJerk-entropy()-X  tBodyAccJerk-entropy()-Y  \\\n",
       "9764                   8.425039                       NaN   \n",
       "7624                   8.666768                  1.993372   \n",
       "7644                   8.763703                  2.014221   \n",
       "2284                   5.226031                 -0.426499   \n",
       "10586                  5.466198                 -0.465892   \n",
       "\n",
       "       tBodyAccJerk-entropy()-Z  tBodyAccJerk-iqr()-X  tBodyAccJerk-iqr()-Y  \\\n",
       "9764                   3.268998             -1.591008              9.161802   \n",
       "7624                   3.305751             -1.595977              9.190648   \n",
       "7644                   3.261860             -1.594345              9.184475   \n",
       "2284                   2.601252             -0.539708              7.269410   \n",
       "10586                  2.641750             -1.074617              7.356560   \n",
       "\n",
       "       tBodyAccJerk-iqr()-Z  tBodyAccJerk-mad()-X  tBodyAccJerk-mad()-Y  \\\n",
       "9764              -1.089600             -0.657643              8.871419   \n",
       "7624              -1.091219             -0.659182              8.869882   \n",
       "7644              -1.089490             -0.658939              8.869835   \n",
       "2284              -0.967497             -0.377586              8.969070   \n",
       "10586             -1.001487             -0.496050              8.981885   \n",
       "\n",
       "       tBodyAccJerk-mad()-Z  tBodyAccJerk-max()-X  tBodyAccJerk-max()-Y  \\\n",
       "9764               1.856311             -0.137882              7.174148   \n",
       "7624               1.860079             -0.139166              7.214135   \n",
       "7644               1.856832             -0.136041              7.213550   \n",
       "2284               1.349310              0.226785              6.737850   \n",
       "10586              1.485830              0.177065              6.497822   \n",
       "\n",
       "       tBodyAccJerk-max()-Z  tBodyAccJerk-mean()-X  tBodyAccJerk-mean()-Y  \\\n",
       "9764               4.816622               0.775175               3.539794   \n",
       "7624               4.824666               0.768581               3.542333   \n",
       "7644               4.821999               0.776494               3.543103   \n",
       "2284               4.102412               1.396476               3.512594   \n",
       "10586              4.404304               0.693080               3.526123   \n",
       "\n",
       "       tBodyAccJerk-mean()-Z  tBodyAccJerk-min()-X  tBodyAccJerk-min()-Y  \\\n",
       "9764                1.784469             -2.240779             -8.225025   \n",
       "7624                1.782172             -2.241549             -8.252537   \n",
       "7644                1.799224             -2.241925             -8.227433   \n",
       "2284                1.801041             -2.098353             -6.997091   \n",
       "10586               1.678208             -2.157019             -6.541261   \n",
       "\n",
       "       tBodyAccJerk-min()-Z  tBodyAccJerk-sma()  tBodyAccJerk-std()-X  \\\n",
       "9764               1.028330            0.186471              6.312321   \n",
       "7624               1.030449            0.195368              6.319247   \n",
       "7644               1.047516            0.193039              6.318640   \n",
       "2284               2.614850           -0.922635              5.072585   \n",
       "10586              1.958590           -0.622082              5.542762   \n",
       "\n",
       "       tBodyAccJerk-std()-Y  tBodyAccJerk-std()-Z  tBodyAccJerkMag-arCoeff()1  \\\n",
       "9764              -0.532918              3.924707                   -2.782270   \n",
       "7624              -0.510919              3.927801                   -2.740066   \n",
       "7644              -0.513311              3.925025                   -2.788772   \n",
       "2284              -1.472494              3.399457                   -2.807022   \n",
       "10586             -1.659921              3.549197                   -2.811555   \n",
       "\n",
       "       tBodyAccJerkMag-arCoeff()2  tBodyAccJerkMag-arCoeff()3  \\\n",
       "9764                     3.243260                    0.528791   \n",
       "7624                     2.914586                    2.311839   \n",
       "7644                     3.566392                    1.716740   \n",
       "2284                     3.813845                    0.595103   \n",
       "10586                    4.091281                    0.514950   \n",
       "\n",
       "       tBodyAccJerkMag-arCoeff()4  tBodyAccJerkMag-energy()  \\\n",
       "9764                     1.108506                  2.120711   \n",
       "7624                     0.969084                  2.120769   \n",
       "7644                     1.010303                  2.120753   \n",
       "2284                     1.471271                  1.993744   \n",
       "10586                    1.781819                  2.053423   \n",
       "\n",
       "       tBodyAccJerkMag-entropy()  tBodyAccJerkMag-iqr()  \\\n",
       "9764                   -3.723038               4.619860   \n",
       "7624                   -3.572930               4.620081   \n",
       "7644                   -3.678431               4.619163   \n",
       "2284                   -7.137213               4.437259   \n",
       "10586                  -6.919908               4.466440   \n",
       "\n",
       "       tBodyAccJerkMag-mad()  tBodyAccJerkMag-max()  tBodyAccJerkMag-mean()  \\\n",
       "9764                2.489332               4.678002                5.768524   \n",
       "7624                2.503707               4.697782                5.777964   \n",
       "7644                2.495894               4.688923                5.775554   \n",
       "2284                0.064394               3.765722                4.410433   \n",
       "10586               0.510170               4.024687                4.820083   \n",
       "\n",
       "       tBodyAccJerkMag-min()  tBodyAccJerkMag-sma()  tBodyAccJerkMag-std()  \\\n",
       "9764               -0.535244               0.713280               2.314100   \n",
       "7624               -0.535088               0.726363               2.307452   \n",
       "7644               -0.533899               0.723024               2.310278   \n",
       "2284               -0.487110              -1.168831               2.920422   \n",
       "10586              -0.496629              -0.601117               2.788478   \n",
       "\n",
       "       tBodyAccMag-arCoeff()1  tBodyAccMag-arCoeff()2  tBodyAccMag-arCoeff()3  \\\n",
       "9764                 2.784790               -0.131816               -5.187868   \n",
       "7624                 2.561015               -0.219865               -5.452167   \n",
       "7644                 3.223510               -1.849973               -6.039468   \n",
       "2284                 3.141087               -1.519221               -5.835281   \n",
       "10586                3.209542               -1.547431               -5.833127   \n",
       "\n",
       "       tBodyAccMag-arCoeff()4  tBodyAccMag-energy()  tBodyAccMag-entropy()  \\\n",
       "9764                 2.017808              7.232785               3.036059   \n",
       "7624                 1.941143              7.233732               3.128211   \n",
       "7644                 2.162407              7.230477               2.951940   \n",
       "2284                 2.123177              5.832760               2.550997   \n",
       "10586                2.164167              6.079232               2.555512   \n",
       "\n",
       "       tBodyAccMag-iqr()  tBodyAccMag-mad()  tBodyAccMag-max()  \\\n",
       "9764            0.964661           0.497270           5.755314   \n",
       "7624            0.970097           0.514418           5.782212   \n",
       "7644            0.948243           0.466530           5.722994   \n",
       "2284            0.569753          -0.648997           3.509034   \n",
       "10586           0.575124          -0.525868           3.816646   \n",
       "\n",
       "       tBodyAccMag-mean()  tBodyAccMag-min()  tBodyAccMag-sma()  \\\n",
       "9764             3.555927          11.638764          -0.373169   \n",
       "7624             3.544624          11.649266          -0.386162   \n",
       "7644             3.572031          11.617214          -0.354658   \n",
       "2284             4.357823          10.861655           0.548608   \n",
       "10586            4.287802          11.164227           0.468118   \n",
       "\n",
       "       tBodyAccMag-std()  tBodyGyro-arCoeff()-X,1  tBodyGyro-arCoeff()-X,2  \\\n",
       "9764            1.658371                 1.765592                 0.729759   \n",
       "7624            1.689209                 1.308663                 1.097788   \n",
       "7644            1.609512                 1.289707                 1.330702   \n",
       "2284           -0.530696                 2.310730                 0.575130   \n",
       "10586          -0.240380                 1.970896                 0.848059   \n",
       "\n",
       "       tBodyGyro-arCoeff()-X,3  tBodyGyro-arCoeff()-X,4  \\\n",
       "9764                 -0.640141                -2.112516   \n",
       "7624                 -0.636873                -1.317782   \n",
       "7644                 -0.633815                -1.511605   \n",
       "2284                 -0.632132                -0.712840   \n",
       "10586                -0.630863                -0.467405   \n",
       "\n",
       "       tBodyGyro-arCoeff()-Y,1  tBodyGyro-arCoeff()-Y,2  \\\n",
       "9764                  4.253960                 3.691823   \n",
       "7624                  3.771978                 3.606271   \n",
       "7644                  3.954395                 3.577091   \n",
       "2284                  4.892919                 3.754383   \n",
       "10586                 4.253843                 3.714039   \n",
       "\n",
       "       tBodyGyro-arCoeff()-Y,3  tBodyGyro-arCoeff()-Y,4  \\\n",
       "9764                 -1.288560                 1.216066   \n",
       "7624                 -0.518085                 1.764265   \n",
       "7644                  0.068114                 1.921653   \n",
       "2284                 -0.961549                 1.578340   \n",
       "10586                -1.188135                 1.265985   \n",
       "\n",
       "       tBodyGyro-arCoeff()-Z,1  tBodyGyro-arCoeff()-Z,2  \\\n",
       "9764                  3.480326                -1.623343   \n",
       "7624                  3.406053                -1.641622   \n",
       "7644                  3.400723                -1.644333   \n",
       "2284                  3.857801                -1.558994   \n",
       "10586                 3.717284                -1.568476   \n",
       "\n",
       "       tBodyGyro-arCoeff()-Z,3  tBodyGyro-arCoeff()-Z,4  \\\n",
       "9764                  6.528460                 0.848695   \n",
       "7624                  6.385564                 1.134852   \n",
       "7644                  6.416750                 0.889491   \n",
       "2284                  6.458838                 1.395318   \n",
       "10586                 6.807750                 0.390066   \n",
       "\n",
       "       tBodyGyro-correlation()-X,Y  tBodyGyro-correlation()-X,Z  \\\n",
       "9764                      7.154642                     1.310533   \n",
       "7624                      7.148658                     1.075645   \n",
       "7644                      7.329521                     1.329420   \n",
       "2284                      6.393021                     1.185207   \n",
       "10586                     5.376087                     1.233352   \n",
       "\n",
       "       tBodyGyro-correlation()-Y,Z  tBodyGyro-energy()-X  \\\n",
       "9764                     -1.550629             -4.299859   \n",
       "7624                     -1.538153             -4.299856   \n",
       "7644                     -1.552329             -4.299851   \n",
       "2284                     -1.547914             -4.335373   \n",
       "10586                    -1.544985             -4.312365   \n",
       "\n",
       "       tBodyGyro-energy()-Y  tBodyGyro-energy()-Z  tBodyGyro-entropy()-X  \\\n",
       "9764               5.837425              4.683186               5.953259   \n",
       "7624               5.836822              4.683126               5.981668   \n",
       "7644               5.837156              4.683804               6.053038   \n",
       "2284               5.288878              4.093345               5.701498   \n",
       "10586              5.678532              4.302759               5.836945   \n",
       "\n",
       "       tBodyGyro-entropy()-Y  tBodyGyro-entropy()-Z  tBodyGyro-iqr()-X  \\\n",
       "9764                0.041513              -2.703651           1.622696   \n",
       "7624                0.732210              -2.529441           1.626221   \n",
       "7644               -0.648176              -2.634296           1.629617   \n",
       "2284               -1.260556              -2.753321          -0.190009   \n",
       "10586              -1.517549              -2.786451           0.703110   \n",
       "\n",
       "       tBodyGyro-iqr()-Y  tBodyGyro-iqr()-Z  tBodyGyro-low()-X  \\\n",
       "9764           -0.875589          -1.118484           5.350320   \n",
       "7624           -0.873149          -1.108876           6.796162   \n",
       "7644           -0.853429          -1.089317          -1.597029   \n",
       "2284            0.233424           0.072143           0.807376   \n",
       "10586          -0.369540           0.225113           0.017755   \n",
       "\n",
       "       tBodyGyro-low()-Y  tBodyGyro-low()-Z  tBodyGyro-mad()-X  \\\n",
       "9764          -10.646065           7.885209          -2.240516   \n",
       "7624            2.767958           1.812403          -2.236415   \n",
       "7644            2.625916           6.941823          -2.233550   \n",
       "2284          -10.539746           7.434070          -3.959938   \n",
       "10586         -10.848630           4.730556          -3.279790   \n",
       "\n",
       "       tBodyGyro-mad()-Y  tBodyGyro-mad()-Z  tBodyGyro-max()-X  \\\n",
       "9764            2.538555          -1.850892           1.825918   \n",
       "7624            2.538284          -1.848521           1.831673   \n",
       "7644            2.495920          -1.842334           1.849997   \n",
       "2284            0.212073          -1.238643          -0.220436   \n",
       "10586           1.294062          -1.320751           0.127184   \n",
       "\n",
       "       tBodyGyro-max()-Y  tBodyGyro-max()-Z  tBodyGyro-mean()-X  \\\n",
       "9764            3.376939           0.578243           -2.071697   \n",
       "7624            3.383698           0.619841           -2.070365   \n",
       "7644            3.369225           0.593961           -2.064109   \n",
       "2284            2.547861          -0.488108           -2.404910   \n",
       "10586           3.160038          -0.369137           -2.059442   \n",
       "\n",
       "       tBodyGyro-mean()-Y  tBodyGyro-mean()-Z  tBodyGyro-min()-X  \\\n",
       "9764             3.176930           -2.319056           0.454469   \n",
       "7624             3.200832           -2.135468           0.455887   \n",
       "7644             3.149251           -2.237236           0.454412   \n",
       "2284             3.088970           -1.823719           0.119400   \n",
       "10586            3.093827           -2.233193           0.147184   \n",
       "\n",
       "       tBodyGyro-min()-Y  tBodyGyro-min()-Z  tBodyGyro-sma()  \\\n",
       "9764           -3.755341          -2.064993         0.494658   \n",
       "7624           -3.740546          -2.017352         0.489333   \n",
       "7644           -3.755379          -2.042871         0.499233   \n",
       "2284           -2.666983          -0.531527        -0.623575   \n",
       "10586          -2.823870          -0.956925        -0.185986   \n",
       "\n",
       "       tBodyGyro-std()-X  tBodyGyro-std()-Y  tBodyGyro-std()-Z  \\\n",
       "9764            5.386529           5.699823           1.796952   \n",
       "7624            5.391573           5.701192           1.794503   \n",
       "7644            5.394700           5.652591           1.788554   \n",
       "2284            3.429869           2.133231           0.925902   \n",
       "10586           4.118108           3.824606           1.089789   \n",
       "\n",
       "       tBodyGyroJerk-arCoeff()-X,1  tBodyGyroJerk-arCoeff()-X,2  \\\n",
       "9764                     -5.439961                     0.140082   \n",
       "7624                     -5.069324                     0.147476   \n",
       "7644                     -5.057908                     0.185489   \n",
       "2284                     -5.697222                     0.190121   \n",
       "10586                    -5.461096                     0.196915   \n",
       "\n",
       "       tBodyGyroJerk-arCoeff()-X,3  tBodyGyroJerk-arCoeff()-X,4  \\\n",
       "9764                      1.241517                    -2.916012   \n",
       "7624                      1.881282                    -2.907999   \n",
       "7644                      1.814485                    -2.866355   \n",
       "2284                      1.645371                    -2.925603   \n",
       "10586                     1.956295                    -2.959816   \n",
       "\n",
       "       tBodyGyroJerk-arCoeff()-Y,1  tBodyGyroJerk-arCoeff()-Y,2  \\\n",
       "9764                      2.625215                    -5.676584   \n",
       "7624                      2.455964                    -5.402253   \n",
       "7644                      2.485342                    -4.528041   \n",
       "2284                      2.877310                    -6.239261   \n",
       "10586                     2.704136                    -6.220773   \n",
       "\n",
       "       tBodyGyroJerk-arCoeff()-Y,3  tBodyGyroJerk-arCoeff()-Y,4  \\\n",
       "9764                     -0.073396                     2.338588   \n",
       "7624                      0.006894                     1.324013   \n",
       "7644                      0.035919                     0.880606   \n",
       "2284                     -0.210948                     0.708483   \n",
       "10586                    -0.140569                     1.157797   \n",
       "\n",
       "       tBodyGyroJerk-arCoeff()-Z,1  tBodyGyroJerk-arCoeff()-Z,2  \\\n",
       "9764                      1.204595                    -3.904280   \n",
       "7624                      1.110023                    -3.700332   \n",
       "7644                      1.132134                    -3.639080   \n",
       "2284                      1.575300                    -3.987243   \n",
       "10586                     1.497429                    -4.333913   \n",
       "\n",
       "       tBodyGyroJerk-arCoeff()-Z,3  tBodyGyroJerk-arCoeff()-Z,4  \\\n",
       "9764                      1.432715                    -1.179320   \n",
       "7624                      1.815118                    -1.131091   \n",
       "7644                      1.430371                    -0.915478   \n",
       "2284                      1.980545                    -1.493132   \n",
       "10586                     0.767898                    -1.329548   \n",
       "\n",
       "       tBodyGyroJerk-correlation()-X,Y  tBodyGyroJerk-correlation()-X,Z  \\\n",
       "9764                          0.872037                        -1.395945   \n",
       "7624                          0.919095                        -0.903132   \n",
       "7644                          0.956269                        -1.179603   \n",
       "2284                          1.018689                        -1.135625   \n",
       "10586                         0.792000                        -1.476853   \n",
       "\n",
       "       tBodyGyroJerk-correlation()-Y,Z  tBodyGyroJerk-energy()-X  \\\n",
       "9764                          1.601190                  2.282267   \n",
       "7624                          1.596460                  2.282212   \n",
       "7644                          1.589441                  2.282310   \n",
       "2284                          1.542240                  2.061813   \n",
       "10586                         1.633493                  2.142237   \n",
       "\n",
       "       tBodyGyroJerk-energy()-Y  tBodyGyroJerk-energy()-Z  \\\n",
       "9764                  11.357460                  5.270661   \n",
       "7624                  11.357478                  5.270687   \n",
       "7644                  11.357462                  5.270659   \n",
       "2284                  11.265339                  5.036104   \n",
       "10586                 11.289823                  5.060188   \n",
       "\n",
       "       tBodyGyroJerk-entropy()-X  tBodyGyroJerk-entropy()-Y  \\\n",
       "9764                   -0.210437                  -1.328270   \n",
       "7624                   -0.209555                  -1.399426   \n",
       "7644                   -0.211883                  -1.266410   \n",
       "2284                   -0.186638                  -0.039461   \n",
       "10586                  -0.190247                  -0.042944   \n",
       "\n",
       "       tBodyGyroJerk-entropy()-Z  tBodyGyroJerk-iqr()-X  \\\n",
       "9764                   -1.954153              -0.732693   \n",
       "7624                   -1.961860              -0.733105   \n",
       "7644                   -1.956380              -0.736627   \n",
       "2284                   -2.195776              -0.003377   \n",
       "10586                  -2.153147              -0.241205   \n",
       "\n",
       "       tBodyGyroJerk-iqr()-Y  tBodyGyroJerk-iqr()-Z  tBodyGyroJerk-mad()-X  \\\n",
       "9764                1.400928               1.545873               6.991828   \n",
       "7624                1.403206               1.547468               6.989706   \n",
       "7644                1.400385               1.551260               6.996080   \n",
       "2284                0.759826               0.485480               6.290559   \n",
       "10586               0.870296               0.610755               6.444044   \n",
       "\n",
       "       tBodyGyroJerk-mad()-Y  tBodyGyroJerk-mad()-Z  tBodyGyroJerk-max()-X  \\\n",
       "9764                4.621538               4.005984              -0.447767   \n",
       "7624                4.623162               4.008391              -0.452389   \n",
       "7644                4.621253               4.007275              -0.445972   \n",
       "2284                4.336102               3.161309              -0.768054   \n",
       "10586               4.368274               3.227925              -0.636329   \n",
       "\n",
       "       tBodyGyroJerk-max()-Y  tBodyGyroJerk-max()-Z  tBodyGyroJerk-mean()-X  \\\n",
       "9764               -2.552119              -1.131860                1.118125   \n",
       "7624               -2.549924              -1.131851                1.117230   \n",
       "7644               -2.550399              -1.131283                1.117348   \n",
       "2284               -2.886956              -0.942180                1.156491   \n",
       "10586              -2.920030              -0.920688                1.064956   \n",
       "\n",
       "       tBodyGyroJerk-mean()-Y  tBodyGyroJerk-mean()-Z  tBodyGyroJerk-min()-X  \\\n",
       "9764                 0.477448                2.346415              -3.429210   \n",
       "7624                 0.457404                2.281796              -3.429801   \n",
       "7644                 0.475164                2.364416              -3.426349   \n",
       "2284                 0.567243                1.192297              -3.634010   \n",
       "10586                0.886056                1.210331              -3.588681   \n",
       "\n",
       "       tBodyGyroJerk-min()-Y  tBodyGyroJerk-min()-Z  tBodyGyroJerk-sma()  \\\n",
       "9764                0.409714              -4.857971             0.595625   \n",
       "7624                0.409197              -4.860090             0.595716   \n",
       "7644                0.409956              -4.858924             0.595685   \n",
       "2284                0.558622              -4.583356             0.557498   \n",
       "10586               0.520072              -4.628573             0.562830   \n",
       "\n",
       "       tBodyGyroJerk-std()-X  tBodyGyroJerk-std()-Y  tBodyGyroJerk-std()-Z  \\\n",
       "9764               -4.170098              -0.591168               0.852412   \n",
       "7624               -4.166847              -0.591833               0.852408   \n",
       "7644               -4.173564              -0.591226               0.852412   \n",
       "2284               -3.601759              -0.491527               0.853675   \n",
       "10586              -3.720022              -0.506095               0.853607   \n",
       "\n",
       "       tBodyGyroJerkMag-arCoeff()1  tBodyGyroJerkMag-arCoeff()2  \\\n",
       "9764                     -1.057814                    -2.559587   \n",
       "7624                     -1.068735                    -2.516746   \n",
       "7644                     -0.986405                    -2.593441   \n",
       "2284                     -1.138702                    -2.145136   \n",
       "10586                    -1.092054                    -2.442799   \n",
       "\n",
       "       tBodyGyroJerkMag-arCoeff()3  tBodyGyroJerkMag-arCoeff()4  \\\n",
       "9764                     -1.603548                     3.346634   \n",
       "7624                     -1.457285                     3.300219   \n",
       "7644                     -1.918318                     4.243936   \n",
       "2284                     -2.280084                     4.094161   \n",
       "10586                    -1.772529                     3.393299   \n",
       "\n",
       "       tBodyGyroJerkMag-energy()  tBodyGyroJerkMag-entropy()  \\\n",
       "9764                    1.672594                   -1.463444   \n",
       "7624                    1.672595                   -1.408108   \n",
       "7644                    1.672595                   -1.424169   \n",
       "2284                    1.660629                   -2.705033   \n",
       "10586                   1.663836                   -2.702786   \n",
       "\n",
       "       tBodyGyroJerkMag-iqr()  tBodyGyroJerkMag-mad()  tBodyGyroJerkMag-max()  \\\n",
       "9764                 6.716242                4.941907                1.786759   \n",
       "7624                 6.720726                4.943999                1.787102   \n",
       "7644                 6.715883                4.943514                1.787571   \n",
       "2284                 5.561314                4.323584                1.292338   \n",
       "10586                5.830497                4.409895                1.416353   \n",
       "\n",
       "       tBodyGyroJerkMag-mean()  tBodyGyroJerkMag-min()  \\\n",
       "9764                  2.689483                6.005445   \n",
       "7624                  2.690656                6.001128   \n",
       "7644                  2.690078                5.997861   \n",
       "2284                  2.187126                4.879087   \n",
       "10586                 2.261796                5.324457   \n",
       "\n",
       "       tBodyGyroJerkMag-sma()  tBodyGyroJerkMag-std()  \\\n",
       "9764                11.846963               -2.669646   \n",
       "7624                11.848254               -2.670328   \n",
       "7644                11.847618               -2.670364   \n",
       "2284                11.293779               -2.404219   \n",
       "10586               11.376004               -2.442395   \n",
       "\n",
       "       tBodyGyroMag-arCoeff()1  tBodyGyroMag-arCoeff()2  \\\n",
       "9764                  2.416065                -3.406350   \n",
       "7624                  2.450262                -3.592955   \n",
       "7644                  2.429475                -3.764403   \n",
       "2284                  2.404920                -3.429157   \n",
       "10586                 2.493633                -3.803104   \n",
       "\n",
       "       tBodyGyroMag-arCoeff()3  tBodyGyroMag-arCoeff()4  \\\n",
       "9764                 -1.380525                -2.386648   \n",
       "7624                 -1.374572                -2.458382   \n",
       "7644                 -1.131355                -2.062705   \n",
       "2284                 -1.324363                -2.314153   \n",
       "10586                -1.290298                -2.294633   \n",
       "\n",
       "       tBodyGyroMag-energy()  tBodyGyroMag-entropy()  tBodyGyroMag-iqr()  \\\n",
       "9764                0.790612                4.911632            0.591246   \n",
       "7624                0.790219                4.549307            0.616863   \n",
       "7644                0.790699                5.220302            0.576818   \n",
       "2284               -0.144296                4.157260            1.302408   \n",
       "10586               0.431396                2.257790            1.195461   \n",
       "\n",
       "       tBodyGyroMag-mad()  tBodyGyroMag-max()  tBodyGyroMag-mean()  \\\n",
       "9764             1.795160            3.124094             0.356756   \n",
       "7624             1.777320            3.111992             0.346640   \n",
       "7644             1.807304            3.127913             0.357776   \n",
       "2284             0.762596            1.469321            -1.502168   \n",
       "10586            1.126045            2.262983            -0.777643   \n",
       "\n",
       "       tBodyGyroMag-min()  tBodyGyroMag-sma()  tBodyGyroMag-std()  \\\n",
       "9764             1.423444           -1.556017            5.820529   \n",
       "7624             1.424579           -1.550047            5.798037   \n",
       "7644             1.424146           -1.556619            5.835918   \n",
       "2284             1.478686           -0.458893            4.198657   \n",
       "10586            1.448922           -0.886502            4.843224   \n",
       "\n",
       "       tGravityAcc-arCoeff()-X,1  tGravityAcc-arCoeff()-X,2  \\\n",
       "9764                   -1.827441                   3.754115   \n",
       "7624                   -1.561539                   3.471802   \n",
       "7644                   -1.605531                   3.537708   \n",
       "2284                   -1.850607                   3.661973   \n",
       "10586                  -1.355739                   3.198412   \n",
       "\n",
       "       tGravityAcc-arCoeff()-X,3  tGravityAcc-arCoeff()-X,4  \\\n",
       "9764                   -2.446198                  -2.153760   \n",
       "7624                   -2.430573                  -2.479598   \n",
       "7644                   -2.435317                  -2.357290   \n",
       "2284                   -2.434975                  -2.507020   \n",
       "10586                  -2.412454                  -2.918156   \n",
       "\n",
       "       tGravityAcc-arCoeff()-Y,1  tGravityAcc-arCoeff()-Y,2  \\\n",
       "9764                   -5.137639                   4.981448   \n",
       "7624                   -5.071202                   4.654574   \n",
       "7644                   -5.028984                   4.543533   \n",
       "2284                   -4.973632                   4.296206   \n",
       "10586                  -4.993652                   4.363710   \n",
       "\n",
       "       tGravityAcc-arCoeff()-Y,3  tGravityAcc-arCoeff()-Y,4  \\\n",
       "9764                   -1.258289                   1.817383   \n",
       "7624                   -0.945694                   0.451761   \n",
       "7644                   -0.905350                   0.490396   \n",
       "2284                   -0.686103                  -0.410167   \n",
       "10586                  -0.730514                  -0.278207   \n",
       "\n",
       "       tGravityAcc-arCoeff()-Z,1  tGravityAcc-arCoeff()-Z,2  \\\n",
       "9764                    2.988156                  -2.141186   \n",
       "7624                    2.950014                  -1.978652   \n",
       "7644                    3.041183                  -2.369803   \n",
       "2284                    3.041036                  -2.406458   \n",
       "10586                   3.065971                  -2.522685   \n",
       "\n",
       "       tGravityAcc-arCoeff()-Z,3  tGravityAcc-arCoeff()-Z,4  \\\n",
       "9764                    6.066877                   1.243330   \n",
       "7624                    5.657124                   1.489678   \n",
       "7644                    6.652406                   0.884139   \n",
       "2284                    6.841447                   0.710234   \n",
       "10586                   7.163047                   0.497335   \n",
       "\n",
       "       tGravityAcc-correlation()-X,Y  tGravityAcc-correlation()-X,Z  \\\n",
       "9764                       -4.870156                       3.697090   \n",
       "7624                       -4.058338                       2.770815   \n",
       "7644                       -4.921277                       3.783127   \n",
       "2284                       -4.610474                       2.450700   \n",
       "10586                      -4.519607                      -1.990651   \n",
       "\n",
       "       tGravityAcc-correlation()-Y,Z  tGravityAcc-energy()-X  \\\n",
       "9764                        2.583124                1.532587   \n",
       "7624                        6.375431                1.559648   \n",
       "7644                        2.516834                1.547330   \n",
       "2284                        2.859864                1.585023   \n",
       "10586                       5.980890                1.600670   \n",
       "\n",
       "       tGravityAcc-energy()-Y  tGravityAcc-energy()-Z  \\\n",
       "9764                -3.388202                1.846237   \n",
       "7624                -3.423923                1.767548   \n",
       "7644                -3.414089                1.811514   \n",
       "2284                -3.387872                1.698743   \n",
       "10586               -3.502481                1.692554   \n",
       "\n",
       "       tGravityAcc-entropy()-X  tGravityAcc-entropy()-Y  \\\n",
       "9764                  8.394366                 2.909189   \n",
       "7624                  8.091504                 3.246233   \n",
       "7644                  8.089392                 2.920298   \n",
       "2284                  8.112279                 1.926083   \n",
       "10586                 7.851454                 3.246233   \n",
       "\n",
       "       tGravityAcc-entropy()-Z  tGravityAcc-iqr()-X  tGravityAcc-iqr()-Y  \\\n",
       "9764                  1.736547             4.728045            -1.579507   \n",
       "7624                  1.752076             4.723218            -1.581109   \n",
       "7644                  1.362654             4.703100            -1.576207   \n",
       "2284                  2.348895             4.719540            -1.521161   \n",
       "10586                 2.348895             4.714692            -1.550738   \n",
       "\n",
       "       tGravityAcc-iqr()-Z  tGravityAcc-mad()-X  tGravityAcc-mad()-Y  \\\n",
       "9764             -0.390526             4.070255             4.703077   \n",
       "7624             -0.382442             4.067650             4.702183   \n",
       "7644             -0.462034             4.057712             4.704349   \n",
       "2284             -0.463599             4.063648             4.730261   \n",
       "10586            -0.394232             4.056174             4.720391   \n",
       "\n",
       "       tGravityAcc-mad()-Z  tGravityAcc-max()-X  tGravityAcc-max()-Y  \\\n",
       "9764              7.342025            -5.997414             0.436461   \n",
       "7624              7.339580            -5.890294             0.618363   \n",
       "7644              7.248233            -5.945721             0.389218   \n",
       "2284              7.221653            -5.789276             0.417687   \n",
       "10586             7.227213            -5.732094             0.678588   \n",
       "\n",
       "       tGravityAcc-max()-Z  tGravityAcc-mean()-X  tGravityAcc-mean()-Y  \\\n",
       "9764             -1.557791              2.252792              2.385108   \n",
       "7624             -1.942285              2.371967              2.865152   \n",
       "7644             -1.789028              2.317089              2.262678   \n",
       "2284             -0.703212              2.488702              2.391994   \n",
       "10586            -0.711157              2.563387              3.062754   \n",
       "\n",
       "       tGravityAcc-mean()-Z  tGravityAcc-min()-X  tGravityAcc-min()-Y  \\\n",
       "9764               3.545754            -2.151800            -3.331037   \n",
       "7624               2.510264            -2.169380            -3.123724   \n",
       "7644               2.947589            -2.162032            -3.383539   \n",
       "2284               5.884982            -2.187197            -3.306482   \n",
       "10586              5.923263            -2.199134            -3.021285   \n",
       "\n",
       "       tGravityAcc-min()-Z  tGravityAcc-sma()  tGravityAcc-std()-X  \\\n",
       "9764             -0.262138                NaN             3.747651   \n",
       "7624             -0.024761           6.057821             3.738400   \n",
       "7644             -0.129658           6.172386             3.703509   \n",
       "2284             -0.814718           6.077734             3.720622   \n",
       "10586            -0.822871           5.881873             3.688125   \n",
       "\n",
       "       tGravityAcc-std()-Y  tGravityAcc-std()-Z  tGravityAccMag-arCoeff()1  \\\n",
       "9764              1.426446             4.124467                   3.355023   \n",
       "7624              1.433465             4.120443                   2.610913   \n",
       "7644              1.416710             4.065777                   4.813877   \n",
       "2284              1.202847             4.050714                   4.539801   \n",
       "10586             1.280364             4.031206                   4.767431   \n",
       "\n",
       "       tGravityAccMag-arCoeff()2  tGravityAccMag-arCoeff()3  \\\n",
       "9764                    5.548041                   1.760349   \n",
       "7624                    5.489044                   1.746931   \n",
       "7644                    4.396783                   1.717115   \n",
       "2284                    4.618405                   1.727481   \n",
       "10586                   4.599503                   1.727590   \n",
       "\n",
       "       tGravityAccMag-arCoeff()4  tGravityAccMag-energy()  \\\n",
       "9764                    0.953979                 5.060453   \n",
       "7624                    1.487474                 5.060788   \n",
       "7644                   -0.052262                 5.059637   \n",
       "2284                    0.220730                 4.565443   \n",
       "10586                  -0.064510                 4.652589   \n",
       "\n",
       "       tGravityAccMag-entropy()  tGravityAccMag-iqr()  tGravityAccMag-mad()  \\\n",
       "9764                   1.891412              5.389366             -0.432448   \n",
       "7624                   1.407083              5.418283             -0.480029   \n",
       "7644                   2.333521              5.302015             -0.570978   \n",
       "2284                   4.440779              3.288399             -2.689605   \n",
       "10586                  4.417053              3.316970             -6.154497   \n",
       "\n",
       "       tGravityAccMag-max()  tGravityAccMag-mean()  tGravityAccMag-min()  \\\n",
       "9764               3.295515              -0.943277             -1.031756   \n",
       "7624               3.314557              -0.944977             -1.037963   \n",
       "7644               3.272635              -0.940853             -1.019018   \n",
       "2284               1.705341              -0.822617             -0.572410   \n",
       "10586              1.923104              -0.833153             -0.751259   \n",
       "\n",
       "       tGravityAccMag-sma()  tGravityAccMag-std()  void()  \n",
       "9764               3.385321              2.065768     1.0  \n",
       "7624               3.419230              2.102541     3.0  \n",
       "7644               3.337014              2.007504     1.0  \n",
       "2284               0.979778             -0.544652     2.0  \n",
       "10586              1.189830             -0.198456     3.0  "
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.set_option('display.max_columns', None)\n",
    "df.sample(5)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4549dcc6",
   "metadata": {},
   "source": [
    "## poszczególne aktywności"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "8fe4c65e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['STANDING', 'WALKING_UPSTAIRS', 'LAYING', 'WALKING', 'SITTING',\n",
       "       'WALKING_DOWNSTAIRS'], dtype=object)"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.unique(df['Activity'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "8ab90581",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "511"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "body_cols = [col for col in df.columns if 'Body' in col]\n",
    "len(time_cols)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "d4fdf791",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.8917975567190227"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "511/573"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d0563685",
   "metadata": {},
   "source": [
    "89% kolumn odnosi się do ?smartfona?"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4696e24d",
   "metadata": {},
   "source": [
    "## aktywnosci"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "id": "686c23ec",
   "metadata": {},
   "outputs": [],
   "source": [
    "standing = df.loc[df['Activity'] == 'STANDING']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "id": "4c82e966",
   "metadata": {},
   "outputs": [],
   "source": [
    "walking_upstairs = df.loc[df['Activity'] == 'WALKING_UPSTAIRS']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "id": "1bf83a77",
   "metadata": {},
   "outputs": [],
   "source": [
    "laying = df.loc[df['Activity'] == 'LAYING']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "id": "bda40a24",
   "metadata": {},
   "outputs": [],
   "source": [
    "walking = df.loc[df['Activity'] == 'WALKING']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "id": "b094753e",
   "metadata": {},
   "outputs": [],
   "source": [
    "sitting = df.loc[df['Activity'] == 'SITTING']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "id": "657a7cfb",
   "metadata": {},
   "outputs": [],
   "source": [
    "walking_downstairs = df.loc[df['Activity'] == 'WALKING_DOWNSTAIRS']"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "affdecfa",
   "metadata": {},
   "source": [
    "## kolumny nie zawierające 'Body'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "d1c64dc8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Unnamed: 0',\n",
       " 'Activity',\n",
       " 'angle(X,gravityMean)',\n",
       " 'angle(Y,gravityMean)',\n",
       " 'angle(Z,gravityMean)',\n",
       " 'energy-mean()',\n",
       " 'shadow-gravity-angle()',\n",
       " 'subject',\n",
       " 'tGravityAcc-arCoeff()-X,1',\n",
       " 'tGravityAcc-arCoeff()-X,2',\n",
       " 'tGravityAcc-arCoeff()-X,3',\n",
       " 'tGravityAcc-arCoeff()-X,4',\n",
       " 'tGravityAcc-arCoeff()-Y,1',\n",
       " 'tGravityAcc-arCoeff()-Y,2',\n",
       " 'tGravityAcc-arCoeff()-Y,3',\n",
       " 'tGravityAcc-arCoeff()-Y,4',\n",
       " 'tGravityAcc-arCoeff()-Z,1',\n",
       " 'tGravityAcc-arCoeff()-Z,2',\n",
       " 'tGravityAcc-arCoeff()-Z,3',\n",
       " 'tGravityAcc-arCoeff()-Z,4',\n",
       " 'tGravityAcc-correlation()-X,Y',\n",
       " 'tGravityAcc-correlation()-X,Z',\n",
       " 'tGravityAcc-correlation()-Y,Z',\n",
       " 'tGravityAcc-energy()-X',\n",
       " 'tGravityAcc-energy()-Y',\n",
       " 'tGravityAcc-energy()-Z',\n",
       " 'tGravityAcc-entropy()-X',\n",
       " 'tGravityAcc-entropy()-Y',\n",
       " 'tGravityAcc-entropy()-Z',\n",
       " 'tGravityAcc-iqr()-X',\n",
       " 'tGravityAcc-iqr()-Y',\n",
       " 'tGravityAcc-iqr()-Z',\n",
       " 'tGravityAcc-mad()-X',\n",
       " 'tGravityAcc-mad()-Y',\n",
       " 'tGravityAcc-mad()-Z',\n",
       " 'tGravityAcc-max()-X',\n",
       " 'tGravityAcc-max()-Y',\n",
       " 'tGravityAcc-max()-Z',\n",
       " 'tGravityAcc-mean()-X',\n",
       " 'tGravityAcc-mean()-Y',\n",
       " 'tGravityAcc-mean()-Z',\n",
       " 'tGravityAcc-min()-X',\n",
       " 'tGravityAcc-min()-Y',\n",
       " 'tGravityAcc-min()-Z',\n",
       " 'tGravityAcc-sma()',\n",
       " 'tGravityAcc-std()-X',\n",
       " 'tGravityAcc-std()-Y',\n",
       " 'tGravityAcc-std()-Z',\n",
       " 'tGravityAccMag-arCoeff()1',\n",
       " 'tGravityAccMag-arCoeff()2',\n",
       " 'tGravityAccMag-arCoeff()3',\n",
       " 'tGravityAccMag-arCoeff()4',\n",
       " 'tGravityAccMag-energy()',\n",
       " 'tGravityAccMag-entropy()',\n",
       " 'tGravityAccMag-iqr()',\n",
       " 'tGravityAccMag-mad()',\n",
       " 'tGravityAccMag-max()',\n",
       " 'tGravityAccMag-mean()',\n",
       " 'tGravityAccMag-min()',\n",
       " 'tGravityAccMag-sma()',\n",
       " 'tGravityAccMag-std()',\n",
       " 'void()']"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "other_cols = [col for col in df.columns if 'Body' not in col]\n",
    "other_cols"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "id": "823168b1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "87"
      ]
     },
     "execution_count": 96,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "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]\n",
    "\n",
    "len(mean_cols + std_cols)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "968a9ea6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "LAYING                2167\n",
       "SITTING               2019\n",
       "STANDING              1979\n",
       "WALKING               1900\n",
       "WALKING_UPSTAIRS      1633\n",
       "WALKING_DOWNSTAIRS    1388\n",
       "Name: Activity, dtype: int64"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['Activity'].value_counts()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8fc89510",
   "metadata": {},
   "source": [
    "Najwięcej studentów leży"
   ]
  }
 ],
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   "display_name": "Python 3",
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
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