Selecting columns from different files and merging .ipynb

{
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  {
   "cell_type": "code",
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       "      <th>0</th>\n",
       "      <td>-0.136222</td>\n",
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       "      <td>-0.163140</td>\n",
       "      <td>-0.191757</td>\n",
       "      <td>-0.107290</td>\n",
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       "      <td>0.827251</td>\n",
       "      <td>0.614290</td>\n",
       "      <td>-0.127814</td>\n",
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       "      <td>-0.271695</td>\n",
       "      <td>-0.153362</td>\n",
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       "      <td>-0.163393</td>\n",
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       "      <th>1</th>\n",
       "      <td>-0.127060</td>\n",
       "      <td>-0.168157</td>\n",
       "      <td>-0.165247</td>\n",
       "      <td>-0.193576</td>\n",
       "      <td>-0.109179</td>\n",
       "      <td>0.363705</td>\n",
       "      <td>0.809022</td>\n",
       "      <td>0.541121</td>\n",
       "      <td>-0.170517</td>\n",
       "      <td>-0.495148</td>\n",
       "      <td>...</td>\n",
       "      <td>0.848574</td>\n",
       "      <td>0.637372</td>\n",
       "      <td>-0.102444</td>\n",
       "      <td>-0.424796</td>\n",
       "      <td>-0.245291</td>\n",
       "      <td>-0.123856</td>\n",
       "      <td>-0.149551</td>\n",
       "      <td>-0.136450</td>\n",
       "      <td>-0.103602</td>\n",
       "      <td>-0.111888</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.025618</td>\n",
       "      <td>0.041932</td>\n",
       "      <td>0.007818</td>\n",
       "      <td>-0.003501</td>\n",
       "      <td>-0.028940</td>\n",
       "      <td>-0.031773</td>\n",
       "      <td>-0.025024</td>\n",
       "      <td>-0.011178</td>\n",
       "      <td>-0.022024</td>\n",
       "      <td>-0.032600</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.015519</td>\n",
       "      <td>-0.006008</td>\n",
       "      <td>-0.009404</td>\n",
       "      <td>-0.017114</td>\n",
       "      <td>-0.011308</td>\n",
       "      <td>-0.013838</td>\n",
       "      <td>-0.006841</td>\n",
       "      <td>-0.007731</td>\n",
       "      <td>-0.004697</td>\n",
       "      <td>-0.021831</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.029050</td>\n",
       "      <td>-0.159847</td>\n",
       "      <td>0.045786</td>\n",
       "      <td>0.670125</td>\n",
       "      <td>1.007735</td>\n",
       "      <td>0.408357</td>\n",
       "      <td>-0.370413</td>\n",
       "      <td>-0.498905</td>\n",
       "      <td>-0.227511</td>\n",
       "      <td>-0.124111</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.036682</td>\n",
       "      <td>-0.016397</td>\n",
       "      <td>-0.025470</td>\n",
       "      <td>-0.002280</td>\n",
       "      <td>0.001797</td>\n",
       "      <td>0.000188</td>\n",
       "      <td>0.015689</td>\n",
       "      <td>0.064966</td>\n",
       "      <td>0.070822</td>\n",
       "      <td>0.124766</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>-0.031637</td>\n",
       "      <td>-0.021608</td>\n",
       "      <td>0.034397</td>\n",
       "      <td>0.053408</td>\n",
       "      <td>0.049201</td>\n",
       "      <td>0.093579</td>\n",
       "      <td>0.160227</td>\n",
       "      <td>0.187436</td>\n",
       "      <td>0.202363</td>\n",
       "      <td>0.203645</td>\n",
       "      <td>...</td>\n",
       "      <td>0.049355</td>\n",
       "      <td>0.078045</td>\n",
       "      <td>0.069041</td>\n",
       "      <td>0.036944</td>\n",
       "      <td>0.034350</td>\n",
       "      <td>0.034081</td>\n",
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       "      <th>121</th>\n",
       "      <td>-0.161524</td>\n",
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       "      <td>0.117544</td>\n",
       "      <td>0.129930</td>\n",
       "      <td>0.119454</td>\n",
       "      <td>0.151818</td>\n",
       "      <td>0.145181</td>\n",
       "      <td>0.155285</td>\n",
       "      <td>0.131052</td>\n",
       "      <td>0.127446</td>\n",
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       "      <td>-0.036763</td>\n",
       "      <td>-0.068450</td>\n",
       "      <td>-0.043029</td>\n",
       "      <td>-0.039378</td>\n",
       "      <td>-0.082320</td>\n",
       "      <td>0.049976</td>\n",
       "      <td>0.625201</td>\n",
       "      <td>0.940988</td>\n",
       "      <td>0.498532</td>\n",
       "      <td>-0.250798</td>\n",
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       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>0.130135</td>\n",
       "      <td>0.269372</td>\n",
       "      <td>0.144239</td>\n",
       "      <td>0.077655</td>\n",
       "      <td>-0.005802</td>\n",
       "      <td>-0.038507</td>\n",
       "      <td>-0.093025</td>\n",
       "      <td>-0.106813</td>\n",
       "      <td>-0.113585</td>\n",
       "      <td>-0.097414</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.102144</td>\n",
       "      <td>-0.086588</td>\n",
       "      <td>-0.072199</td>\n",
       "      <td>-0.090209</td>\n",
       "      <td>-0.080336</td>\n",
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       "      <td>-0.036876</td>\n",
       "      <td>-0.059246</td>\n",
       "      <td>-0.037197</td>\n",
       "      <td>-0.072633</td>\n",
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       "      <th>123</th>\n",
       "      <td>-0.266898</td>\n",
       "      <td>-0.717478</td>\n",
       "      <td>-0.666404</td>\n",
       "      <td>-0.499669</td>\n",
       "      <td>-0.420224</td>\n",
       "      <td>-0.432488</td>\n",
       "      <td>-0.396975</td>\n",
       "      <td>-0.355544</td>\n",
       "      <td>-0.316822</td>\n",
       "      <td>-0.301311</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.091306</td>\n",
       "      <td>-0.099724</td>\n",
       "      <td>-0.091550</td>\n",
       "      <td>-0.080344</td>\n",
       "      <td>-0.107130</td>\n",
       "      <td>-0.102220</td>\n",
       "      <td>-0.093444</td>\n",
       "      <td>-0.062128</td>\n",
       "      <td>-0.096132</td>\n",
       "      <td>-0.060219</td>\n",
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       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>0.024748</td>\n",
       "      <td>0.178055</td>\n",
       "      <td>0.191390</td>\n",
       "      <td>0.204236</td>\n",
       "      <td>0.212807</td>\n",
       "      <td>0.211175</td>\n",
       "      <td>0.150262</td>\n",
       "      <td>0.075999</td>\n",
       "      <td>0.000569</td>\n",
       "      <td>-0.059835</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.056948</td>\n",
       "      <td>-0.057756</td>\n",
       "      <td>-0.070260</td>\n",
       "      <td>-0.080293</td>\n",
       "      <td>-0.055354</td>\n",
       "      <td>-0.040584</td>\n",
       "      <td>-0.040900</td>\n",
       "      <td>-0.062099</td>\n",
       "      <td>-0.049121</td>\n",
       "      <td>-0.070746</td>\n",
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       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>-0.075747</td>\n",
       "      <td>-0.094729</td>\n",
       "      <td>-0.064610</td>\n",
       "      <td>-0.062905</td>\n",
       "      <td>-0.059992</td>\n",
       "      <td>-0.049917</td>\n",
       "      <td>-0.073425</td>\n",
       "      <td>-0.061352</td>\n",
       "      <td>0.270381</td>\n",
       "      <td>0.829212</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.101329</td>\n",
       "      <td>-0.068883</td>\n",
       "      <td>-0.033621</td>\n",
       "      <td>-0.025163</td>\n",
       "      <td>-0.034899</td>\n",
       "      <td>-0.040318</td>\n",
       "      <td>-0.032756</td>\n",
       "      <td>-0.002719</td>\n",
       "      <td>-0.018832</td>\n",
       "      <td>-0.037053</td>\n",
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       "<p>126 rows × 1638 columns</p>\n",
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       "2    0.025618  0.041932  0.007818 -0.003501 -0.028940 -0.031773 -0.025024   \n",
       "3    0.029050 -0.159847  0.045786  0.670125  1.007735  0.408357 -0.370413   \n",
       "4   -0.031637 -0.021608  0.034397  0.053408  0.049201  0.093579  0.160227   \n",
       "..        ...       ...       ...       ...       ...       ...       ...   \n",
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       "\n",
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       "1    0.541121 -0.170517 -0.495148  ...  0.848574  0.637372 -0.102444   \n",
       "2   -0.011178 -0.022024 -0.032600  ... -0.015519 -0.006008 -0.009404   \n",
       "3   -0.498905 -0.227511 -0.124111  ... -0.036682 -0.016397 -0.025470   \n",
       "4    0.187436  0.202363  0.203645  ...  0.049355  0.078045  0.069041   \n",
       "..        ...       ...       ...  ...       ...       ...       ...   \n",
       "121  0.155285  0.131052  0.127446  ... -0.036763 -0.068450 -0.043029   \n",
       "122 -0.106813 -0.113585 -0.097414  ... -0.102144 -0.086588 -0.072199   \n",
       "123 -0.355544 -0.316822 -0.301311  ... -0.091306 -0.099724 -0.091550   \n",
       "124  0.075999  0.000569 -0.059835  ... -0.056948 -0.057756 -0.070260   \n",
       "125 -0.061352  0.270381  0.829212  ... -0.101329 -0.068883 -0.033621   \n",
       "\n",
       "         1631      1632      1633      1634      1635      1636      1637  \n",
       "0   -0.449557 -0.271695 -0.153362 -0.172743 -0.163393 -0.132055 -0.143621  \n",
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       "2   -0.017114 -0.011308 -0.013838 -0.006841 -0.007731 -0.004697 -0.021831  \n",
       "3   -0.002280  0.001797  0.000188  0.015689  0.064966  0.070822  0.124766  \n",
       "4    0.036944  0.034350  0.034081 -0.026278 -0.079989 -0.074699 -0.036328  \n",
       "..        ...       ...       ...       ...       ...       ...       ...  \n",
       "121 -0.039378 -0.082320  0.049976  0.625201  0.940988  0.498532 -0.250798  \n",
       "122 -0.090209 -0.080336 -0.071230 -0.036876 -0.059246 -0.037197 -0.072633  \n",
       "123 -0.080344 -0.107130 -0.102220 -0.093444 -0.062128 -0.096132 -0.060219  \n",
       "124 -0.080293 -0.055354 -0.040584 -0.040900 -0.062099 -0.049121 -0.070746  \n",
       "125 -0.025163 -0.034899 -0.040318 -0.032756 -0.002719 -0.018832 -0.037053  \n",
       "\n",
       "[126 rows x 1638 columns]"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import os\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "df=pd.read_csv('C:/Users/Ewunetie/OneDrive - University of Gondar,/2022-2023 files/Courses/Project/data/Resampled/Mergedresampled.csv')\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "a532ef81",
   "metadata": {},
   "outputs": [
    {
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       "      <th></th>\n",
       "      <th>data_ID</th>\n",
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       "      <th>6</th>\n",
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       "      <th>HRV</th>\n",
       "      <th>R_peak</th>\n",
       "      <th>QRS_Complex</th>\n",
       "      <th>P_peak</th>\n",
       "      <th>T_peak</th>\n",
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       "      <th>0</th>\n",
       "      <td>A_01_06_06</td>\n",
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       "      <td>-0.141215</td>\n",
       "      <td>-0.144570</td>\n",
       "      <td>-0.147692</td>\n",
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       "      <td>0.000062</td>\n",
       "      <td>0.848918</td>\n",
       "      <td>0.146333</td>\n",
       "      <td>0.029415</td>\n",
       "      <td>0.233496</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>A_01_1</td>\n",
       "      <td>-0.110777</td>\n",
       "      <td>-0.119968</td>\n",
       "      <td>-0.128788</td>\n",
       "      <td>-0.137072</td>\n",
       "      <td>-0.144673</td>\n",
       "      <td>-0.151463</td>\n",
       "      <td>-0.157344</td>\n",
       "      <td>-0.162247</td>\n",
       "      <td>-0.166136</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007079</td>\n",
       "      <td>0.901995</td>\n",
       "      <td>0.091805</td>\n",
       "      <td>0.054954</td>\n",
       "      <td>0.275555</td>\n",
       "      <td>0.119171</td>\n",
       "      <td>0.324341</td>\n",
       "      <td>0.713159</td>\n",
       "      <td>0.042122</td>\n",
       "      <td>0.099183</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>A_01_17_07</td>\n",
       "      <td>-0.061985</td>\n",
       "      <td>-0.065903</td>\n",
       "      <td>-0.069614</td>\n",
       "      <td>-0.073117</td>\n",
       "      <td>-0.076413</td>\n",
       "      <td>-0.079501</td>\n",
       "      <td>-0.082381</td>\n",
       "      <td>-0.085054</td>\n",
       "      <td>-0.087520</td>\n",
       "      <td>...</td>\n",
       "      <td>0.001680</td>\n",
       "      <td>0.912266</td>\n",
       "      <td>0.139893</td>\n",
       "      <td>0.068142</td>\n",
       "      <td>0.091531</td>\n",
       "      <td>0.098547</td>\n",
       "      <td>0.745813</td>\n",
       "      <td>0.778987</td>\n",
       "      <td>0.019613</td>\n",
       "      <td>0.452987</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>A_01_2</td>\n",
       "      <td>-0.071215</td>\n",
       "      <td>-0.067523</td>\n",
       "      <td>-0.063781</td>\n",
       "      <td>-0.060007</td>\n",
       "      <td>-0.056219</td>\n",
       "      <td>-0.052437</td>\n",
       "      <td>-0.048684</td>\n",
       "      <td>-0.044979</td>\n",
       "      <td>-0.041344</td>\n",
       "      <td>...</td>\n",
       "      <td>0.006956</td>\n",
       "      <td>0.933224</td>\n",
       "      <td>0.091987</td>\n",
       "      <td>0.054165</td>\n",
       "      <td>0.296779</td>\n",
       "      <td>0.119400</td>\n",
       "      <td>0.329000</td>\n",
       "      <td>0.723825</td>\n",
       "      <td>0.042375</td>\n",
       "      <td>0.103700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>A_01_3</td>\n",
       "      <td>-0.119150</td>\n",
       "      <td>-0.120002</td>\n",
       "      <td>-0.120831</td>\n",
       "      <td>-0.121598</td>\n",
       "      <td>-0.122282</td>\n",
       "      <td>-0.122872</td>\n",
       "      <td>-0.123371</td>\n",
       "      <td>-0.123792</td>\n",
       "      <td>-0.124154</td>\n",
       "      <td>...</td>\n",
       "      <td>0.008234</td>\n",
       "      <td>0.923682</td>\n",
       "      <td>0.091901</td>\n",
       "      <td>0.054138</td>\n",
       "      <td>0.284925</td>\n",
       "      <td>0.119160</td>\n",
       "      <td>0.327790</td>\n",
       "      <td>0.712642</td>\n",
       "      <td>0.042123</td>\n",
       "      <td>0.102556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>CB_07_5</td>\n",
       "      <td>-0.042867</td>\n",
       "      <td>-0.040006</td>\n",
       "      <td>-0.037546</td>\n",
       "      <td>-0.035554</td>\n",
       "      <td>-0.034082</td>\n",
       "      <td>-0.033164</td>\n",
       "      <td>-0.032819</td>\n",
       "      <td>-0.033047</td>\n",
       "      <td>-0.033831</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007000</td>\n",
       "      <td>0.987689</td>\n",
       "      <td>0.091000</td>\n",
       "      <td>0.088114</td>\n",
       "      <td>0.307345</td>\n",
       "      <td>0.163621</td>\n",
       "      <td>0.313758</td>\n",
       "      <td>0.881924</td>\n",
       "      <td>0.084833</td>\n",
       "      <td>0.102606</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>CB_08_1</td>\n",
       "      <td>-0.024156</td>\n",
       "      <td>-0.023661</td>\n",
       "      <td>-0.023184</td>\n",
       "      <td>-0.022735</td>\n",
       "      <td>-0.022320</td>\n",
       "      <td>-0.021945</td>\n",
       "      <td>-0.021614</td>\n",
       "      <td>-0.021328</td>\n",
       "      <td>-0.021086</td>\n",
       "      <td>...</td>\n",
       "      <td>0.008765</td>\n",
       "      <td>0.529334</td>\n",
       "      <td>0.098779</td>\n",
       "      <td>0.105228</td>\n",
       "      <td>0.189704</td>\n",
       "      <td>0.157765</td>\n",
       "      <td>0.302029</td>\n",
       "      <td>0.847206</td>\n",
       "      <td>0.062191</td>\n",
       "      <td>0.069250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>CB_08_2</td>\n",
       "      <td>-0.019543</td>\n",
       "      <td>-0.022498</td>\n",
       "      <td>-0.025228</td>\n",
       "      <td>-0.027804</td>\n",
       "      <td>-0.030297</td>\n",
       "      <td>-0.032774</td>\n",
       "      <td>-0.035303</td>\n",
       "      <td>-0.037942</td>\n",
       "      <td>-0.040745</td>\n",
       "      <td>...</td>\n",
       "      <td>0.009290</td>\n",
       "      <td>0.543880</td>\n",
       "      <td>0.098855</td>\n",
       "      <td>0.102838</td>\n",
       "      <td>0.188076</td>\n",
       "      <td>0.159609</td>\n",
       "      <td>0.300870</td>\n",
       "      <td>0.844464</td>\n",
       "      <td>0.064014</td>\n",
       "      <td>0.067986</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>CB_08_3</td>\n",
       "      <td>-0.064041</td>\n",
       "      <td>-0.065549</td>\n",
       "      <td>-0.067094</td>\n",
       "      <td>-0.068611</td>\n",
       "      <td>-0.070035</td>\n",
       "      <td>-0.071309</td>\n",
       "      <td>-0.072379</td>\n",
       "      <td>-0.073198</td>\n",
       "      <td>-0.073729</td>\n",
       "      <td>...</td>\n",
       "      <td>0.010634</td>\n",
       "      <td>0.551972</td>\n",
       "      <td>0.099606</td>\n",
       "      <td>0.107354</td>\n",
       "      <td>0.186939</td>\n",
       "      <td>0.159493</td>\n",
       "      <td>0.300718</td>\n",
       "      <td>0.818268</td>\n",
       "      <td>0.063859</td>\n",
       "      <td>0.067028</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>CB_08_4</td>\n",
       "      <td>-0.010116</td>\n",
       "      <td>-0.014700</td>\n",
       "      <td>-0.018962</td>\n",
       "      <td>-0.022896</td>\n",
       "      <td>-0.026501</td>\n",
       "      <td>-0.029784</td>\n",
       "      <td>-0.032754</td>\n",
       "      <td>-0.035427</td>\n",
       "      <td>-0.037819</td>\n",
       "      <td>...</td>\n",
       "      <td>0.010141</td>\n",
       "      <td>0.520269</td>\n",
       "      <td>0.099872</td>\n",
       "      <td>0.111028</td>\n",
       "      <td>0.177564</td>\n",
       "      <td>0.154064</td>\n",
       "      <td>0.296359</td>\n",
       "      <td>0.751615</td>\n",
       "      <td>0.058308</td>\n",
       "      <td>0.062231</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>126 rows × 16395 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        data_ID         0         1         2         3         4         5  \\\n",
       "0    A_01_06_06 -0.116201 -0.120952 -0.125470 -0.129755 -0.133807 -0.137628   \n",
       "1        A_01_1 -0.110777 -0.119968 -0.128788 -0.137072 -0.144673 -0.151463   \n",
       "2    A_01_17_07 -0.061985 -0.065903 -0.069614 -0.073117 -0.076413 -0.079501   \n",
       "3        A_01_2 -0.071215 -0.067523 -0.063781 -0.060007 -0.056219 -0.052437   \n",
       "4        A_01_3 -0.119150 -0.120002 -0.120831 -0.121598 -0.122282 -0.122872   \n",
       "..          ...       ...       ...       ...       ...       ...       ...   \n",
       "121     CB_07_5 -0.042867 -0.040006 -0.037546 -0.035554 -0.034082 -0.033164   \n",
       "122     CB_08_1 -0.024156 -0.023661 -0.023184 -0.022735 -0.022320 -0.021945   \n",
       "123     CB_08_2 -0.019543 -0.022498 -0.025228 -0.027804 -0.030297 -0.032774   \n",
       "124     CB_08_3 -0.064041 -0.065549 -0.067094 -0.068611 -0.070035 -0.071309   \n",
       "125     CB_08_4 -0.010116 -0.014700 -0.018962 -0.022896 -0.026501 -0.029784   \n",
       "\n",
       "            6         7         8  ...       HRV    R_peak  QRS_Complex  \\\n",
       "0   -0.141215 -0.144570 -0.147692  ...  0.000062  0.848918     0.146333   \n",
       "1   -0.157344 -0.162247 -0.166136  ...  0.007079  0.901995     0.091805   \n",
       "2   -0.082381 -0.085054 -0.087520  ...  0.001680  0.912266     0.139893   \n",
       "3   -0.048684 -0.044979 -0.041344  ...  0.006956  0.933224     0.091987   \n",
       "4   -0.123371 -0.123792 -0.124154  ...  0.008234  0.923682     0.091901   \n",
       "..        ...       ...       ...  ...       ...       ...          ...   \n",
       "121 -0.032819 -0.033047 -0.033831  ...  0.007000  0.987689     0.091000   \n",
       "122 -0.021614 -0.021328 -0.021086  ...  0.008765  0.529334     0.098779   \n",
       "123 -0.035303 -0.037942 -0.040745  ...  0.009290  0.543880     0.098855   \n",
       "124 -0.072379 -0.073198 -0.073729  ...  0.010634  0.551972     0.099606   \n",
       "125 -0.032754 -0.035427 -0.037819  ...  0.010141  0.520269     0.099872   \n",
       "\n",
       "       P_peak    T_peak  PR_interval  QT_interval  RR_interval  PR_segment  \\\n",
       "0    0.029415  0.233496     0.099543     0.451531     0.712642    0.020531   \n",
       "1    0.054954  0.275555     0.119171     0.324341     0.713159    0.042122   \n",
       "2    0.068142  0.091531     0.098547     0.745813     0.778987    0.019613   \n",
       "3    0.054165  0.296779     0.119400     0.329000     0.723825    0.042375   \n",
       "4    0.054138  0.284925     0.119160     0.327790     0.712642    0.042123   \n",
       "..        ...       ...          ...          ...          ...         ...   \n",
       "121  0.088114  0.307345     0.163621     0.313758     0.881924    0.084833   \n",
       "122  0.105228  0.189704     0.157765     0.302029     0.847206    0.062191   \n",
       "123  0.102838  0.188076     0.159609     0.300870     0.844464    0.064014   \n",
       "124  0.107354  0.186939     0.159493     0.300718     0.818268    0.063859   \n",
       "125  0.111028  0.177564     0.154064     0.296359     0.751615    0.058308   \n",
       "\n",
       "     ST_segment  \n",
       "0      0.152111  \n",
       "1      0.099183  \n",
       "2      0.452987  \n",
       "3      0.103700  \n",
       "4      0.102556  \n",
       "..          ...  \n",
       "121    0.102606  \n",
       "122    0.069250  \n",
       "123    0.067986  \n",
       "124    0.067028  \n",
       "125    0.062231  \n",
       "\n",
       "[126 rows x 16395 columns]"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1=pd.read_csv('C:/Users/Ewunetie/OneDrive - University of Gondar,/2022-2023 files/Courses/Project/data/clean_result.csv')\n",
    "df1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "6f7cedd5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['BPM',\n",
       " 'HRV',\n",
       " 'R_peak',\n",
       " 'QRS_Complex',\n",
       " 'P_peak',\n",
       " 'T_peak',\n",
       " 'PR_interval',\n",
       " 'QT_interval',\n",
       " 'RR_interval',\n",
       " 'PR_segment',\n",
       " 'ST_segment']"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df2=['BPM','HRV','R_peak','QRS_Complex','P_peak','T_peak','PR_interval','QT_interval','RR_interval','PR_segment','ST_segment']\n",
    "df2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "50717e4d",
   "metadata": {},
   "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>BPM</th>\n",
       "      <th>HRV</th>\n",
       "      <th>R_peak</th>\n",
       "      <th>QRS_Complex</th>\n",
       "      <th>P_peak</th>\n",
       "      <th>T_peak</th>\n",
       "      <th>PR_interval</th>\n",
       "      <th>QT_interval</th>\n",
       "      <th>RR_interval</th>\n",
       "      <th>PR_segment</th>\n",
       "      <th>ST_segment</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>82.0</td>\n",
       "      <td>0.000062</td>\n",
       "      <td>0.848918</td>\n",
       "      <td>0.146333</td>\n",
       "      <td>0.029415</td>\n",
       "      <td>0.233496</td>\n",
       "      <td>0.099543</td>\n",
       "      <td>0.451531</td>\n",
       "      <td>0.712642</td>\n",
       "      <td>0.020531</td>\n",
       "      <td>0.152111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>83.0</td>\n",
       "      <td>0.007079</td>\n",
       "      <td>0.901995</td>\n",
       "      <td>0.091805</td>\n",
       "      <td>0.054954</td>\n",
       "      <td>0.275555</td>\n",
       "      <td>0.119171</td>\n",
       "      <td>0.324341</td>\n",
       "      <td>0.713159</td>\n",
       "      <td>0.042122</td>\n",
       "      <td>0.099183</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>76.0</td>\n",
       "      <td>0.001680</td>\n",
       "      <td>0.912266</td>\n",
       "      <td>0.139893</td>\n",
       "      <td>0.068142</td>\n",
       "      <td>0.091531</td>\n",
       "      <td>0.098547</td>\n",
       "      <td>0.745813</td>\n",
       "      <td>0.778987</td>\n",
       "      <td>0.019613</td>\n",
       "      <td>0.452987</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>81.0</td>\n",
       "      <td>0.006956</td>\n",
       "      <td>0.933224</td>\n",
       "      <td>0.091987</td>\n",
       "      <td>0.054165</td>\n",
       "      <td>0.296779</td>\n",
       "      <td>0.119400</td>\n",
       "      <td>0.329000</td>\n",
       "      <td>0.723825</td>\n",
       "      <td>0.042375</td>\n",
       "      <td>0.103700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>82.0</td>\n",
       "      <td>0.008234</td>\n",
       "      <td>0.923682</td>\n",
       "      <td>0.091901</td>\n",
       "      <td>0.054138</td>\n",
       "      <td>0.284925</td>\n",
       "      <td>0.119160</td>\n",
       "      <td>0.327790</td>\n",
       "      <td>0.712642</td>\n",
       "      <td>0.042123</td>\n",
       "      <td>0.102556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>67.0</td>\n",
       "      <td>0.007000</td>\n",
       "      <td>0.987689</td>\n",
       "      <td>0.091000</td>\n",
       "      <td>0.088114</td>\n",
       "      <td>0.307345</td>\n",
       "      <td>0.163621</td>\n",
       "      <td>0.313758</td>\n",
       "      <td>0.881924</td>\n",
       "      <td>0.084833</td>\n",
       "      <td>0.102606</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>69.0</td>\n",
       "      <td>0.008765</td>\n",
       "      <td>0.529334</td>\n",
       "      <td>0.098779</td>\n",
       "      <td>0.105228</td>\n",
       "      <td>0.189704</td>\n",
       "      <td>0.157765</td>\n",
       "      <td>0.302029</td>\n",
       "      <td>0.847206</td>\n",
       "      <td>0.062191</td>\n",
       "      <td>0.069250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>70.0</td>\n",
       "      <td>0.009290</td>\n",
       "      <td>0.543880</td>\n",
       "      <td>0.098855</td>\n",
       "      <td>0.102838</td>\n",
       "      <td>0.188076</td>\n",
       "      <td>0.159609</td>\n",
       "      <td>0.300870</td>\n",
       "      <td>0.844464</td>\n",
       "      <td>0.064014</td>\n",
       "      <td>0.067986</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>72.0</td>\n",
       "      <td>0.010634</td>\n",
       "      <td>0.551972</td>\n",
       "      <td>0.099606</td>\n",
       "      <td>0.107354</td>\n",
       "      <td>0.186939</td>\n",
       "      <td>0.159493</td>\n",
       "      <td>0.300718</td>\n",
       "      <td>0.818268</td>\n",
       "      <td>0.063859</td>\n",
       "      <td>0.067028</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>79.0</td>\n",
       "      <td>0.010141</td>\n",
       "      <td>0.520269</td>\n",
       "      <td>0.099872</td>\n",
       "      <td>0.111028</td>\n",
       "      <td>0.177564</td>\n",
       "      <td>0.154064</td>\n",
       "      <td>0.296359</td>\n",
       "      <td>0.751615</td>\n",
       "      <td>0.058308</td>\n",
       "      <td>0.062231</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>126 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      BPM       HRV    R_peak  QRS_Complex    P_peak    T_peak  PR_interval  \\\n",
       "0    82.0  0.000062  0.848918     0.146333  0.029415  0.233496     0.099543   \n",
       "1    83.0  0.007079  0.901995     0.091805  0.054954  0.275555     0.119171   \n",
       "2    76.0  0.001680  0.912266     0.139893  0.068142  0.091531     0.098547   \n",
       "3    81.0  0.006956  0.933224     0.091987  0.054165  0.296779     0.119400   \n",
       "4    82.0  0.008234  0.923682     0.091901  0.054138  0.284925     0.119160   \n",
       "..    ...       ...       ...          ...       ...       ...          ...   \n",
       "121  67.0  0.007000  0.987689     0.091000  0.088114  0.307345     0.163621   \n",
       "122  69.0  0.008765  0.529334     0.098779  0.105228  0.189704     0.157765   \n",
       "123  70.0  0.009290  0.543880     0.098855  0.102838  0.188076     0.159609   \n",
       "124  72.0  0.010634  0.551972     0.099606  0.107354  0.186939     0.159493   \n",
       "125  79.0  0.010141  0.520269     0.099872  0.111028  0.177564     0.154064   \n",
       "\n",
       "     QT_interval  RR_interval  PR_segment  ST_segment  \n",
       "0       0.451531     0.712642    0.020531    0.152111  \n",
       "1       0.324341     0.713159    0.042122    0.099183  \n",
       "2       0.745813     0.778987    0.019613    0.452987  \n",
       "3       0.329000     0.723825    0.042375    0.103700  \n",
       "4       0.327790     0.712642    0.042123    0.102556  \n",
       "..           ...          ...         ...         ...  \n",
       "121     0.313758     0.881924    0.084833    0.102606  \n",
       "122     0.302029     0.847206    0.062191    0.069250  \n",
       "123     0.300870     0.844464    0.064014    0.067986  \n",
       "124     0.300718     0.818268    0.063859    0.067028  \n",
       "125     0.296359     0.751615    0.058308    0.062231  \n",
       "\n",
       "[126 rows x 11 columns]"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df3=df1[df2]\n",
    "df3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "5ac8a351",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>0</th>\n",
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       "      <th>6</th>\n",
       "      <th>7</th>\n",
       "      <th>8</th>\n",
       "      <th>9</th>\n",
       "      <th>...</th>\n",
       "      <th>HRV</th>\n",
       "      <th>R_peak</th>\n",
       "      <th>QRS_Complex</th>\n",
       "      <th>P_peak</th>\n",
       "      <th>T_peak</th>\n",
       "      <th>PR_interval</th>\n",
       "      <th>QT_interval</th>\n",
       "      <th>RR_interval</th>\n",
       "      <th>PR_segment</th>\n",
       "      <th>ST_segment</th>\n",
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       "      <td>-0.498384</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000062</td>\n",
       "      <td>0.848918</td>\n",
       "      <td>0.146333</td>\n",
       "      <td>0.029415</td>\n",
       "      <td>0.233496</td>\n",
       "      <td>0.099543</td>\n",
       "      <td>0.451531</td>\n",
       "      <td>0.712642</td>\n",
       "      <td>0.020531</td>\n",
       "      <td>0.152111</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>-0.127060</td>\n",
       "      <td>-0.168157</td>\n",
       "      <td>-0.165247</td>\n",
       "      <td>-0.193576</td>\n",
       "      <td>-0.109179</td>\n",
       "      <td>0.363705</td>\n",
       "      <td>0.809022</td>\n",
       "      <td>0.541121</td>\n",
       "      <td>-0.170517</td>\n",
       "      <td>-0.495148</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007079</td>\n",
       "      <td>0.901995</td>\n",
       "      <td>0.091805</td>\n",
       "      <td>0.054954</td>\n",
       "      <td>0.275555</td>\n",
       "      <td>0.119171</td>\n",
       "      <td>0.324341</td>\n",
       "      <td>0.713159</td>\n",
       "      <td>0.042122</td>\n",
       "      <td>0.099183</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.025618</td>\n",
       "      <td>0.041932</td>\n",
       "      <td>0.007818</td>\n",
       "      <td>-0.003501</td>\n",
       "      <td>-0.028940</td>\n",
       "      <td>-0.031773</td>\n",
       "      <td>-0.025024</td>\n",
       "      <td>-0.011178</td>\n",
       "      <td>-0.022024</td>\n",
       "      <td>-0.032600</td>\n",
       "      <td>...</td>\n",
       "      <td>0.001680</td>\n",
       "      <td>0.912266</td>\n",
       "      <td>0.139893</td>\n",
       "      <td>0.068142</td>\n",
       "      <td>0.091531</td>\n",
       "      <td>0.098547</td>\n",
       "      <td>0.745813</td>\n",
       "      <td>0.778987</td>\n",
       "      <td>0.019613</td>\n",
       "      <td>0.452987</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.029050</td>\n",
       "      <td>-0.159847</td>\n",
       "      <td>0.045786</td>\n",
       "      <td>0.670125</td>\n",
       "      <td>1.007735</td>\n",
       "      <td>0.408357</td>\n",
       "      <td>-0.370413</td>\n",
       "      <td>-0.498905</td>\n",
       "      <td>-0.227511</td>\n",
       "      <td>-0.124111</td>\n",
       "      <td>...</td>\n",
       "      <td>0.006956</td>\n",
       "      <td>0.933224</td>\n",
       "      <td>0.091987</td>\n",
       "      <td>0.054165</td>\n",
       "      <td>0.296779</td>\n",
       "      <td>0.119400</td>\n",
       "      <td>0.329000</td>\n",
       "      <td>0.723825</td>\n",
       "      <td>0.042375</td>\n",
       "      <td>0.103700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>-0.031637</td>\n",
       "      <td>-0.021608</td>\n",
       "      <td>0.034397</td>\n",
       "      <td>0.053408</td>\n",
       "      <td>0.049201</td>\n",
       "      <td>0.093579</td>\n",
       "      <td>0.160227</td>\n",
       "      <td>0.187436</td>\n",
       "      <td>0.202363</td>\n",
       "      <td>0.203645</td>\n",
       "      <td>...</td>\n",
       "      <td>0.008234</td>\n",
       "      <td>0.923682</td>\n",
       "      <td>0.091901</td>\n",
       "      <td>0.054138</td>\n",
       "      <td>0.284925</td>\n",
       "      <td>0.119160</td>\n",
       "      <td>0.327790</td>\n",
       "      <td>0.712642</td>\n",
       "      <td>0.042123</td>\n",
       "      <td>0.102556</td>\n",
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       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>-0.161524</td>\n",
       "      <td>0.160072</td>\n",
       "      <td>0.117544</td>\n",
       "      <td>0.129930</td>\n",
       "      <td>0.119454</td>\n",
       "      <td>0.151818</td>\n",
       "      <td>0.145181</td>\n",
       "      <td>0.155285</td>\n",
       "      <td>0.131052</td>\n",
       "      <td>0.127446</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007000</td>\n",
       "      <td>0.987689</td>\n",
       "      <td>0.091000</td>\n",
       "      <td>0.088114</td>\n",
       "      <td>0.307345</td>\n",
       "      <td>0.163621</td>\n",
       "      <td>0.313758</td>\n",
       "      <td>0.881924</td>\n",
       "      <td>0.084833</td>\n",
       "      <td>0.102606</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>0.130135</td>\n",
       "      <td>0.269372</td>\n",
       "      <td>0.144239</td>\n",
       "      <td>0.077655</td>\n",
       "      <td>-0.005802</td>\n",
       "      <td>-0.038507</td>\n",
       "      <td>-0.093025</td>\n",
       "      <td>-0.106813</td>\n",
       "      <td>-0.113585</td>\n",
       "      <td>-0.097414</td>\n",
       "      <td>...</td>\n",
       "      <td>0.008765</td>\n",
       "      <td>0.529334</td>\n",
       "      <td>0.098779</td>\n",
       "      <td>0.105228</td>\n",
       "      <td>0.189704</td>\n",
       "      <td>0.157765</td>\n",
       "      <td>0.302029</td>\n",
       "      <td>0.847206</td>\n",
       "      <td>0.062191</td>\n",
       "      <td>0.069250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>-0.266898</td>\n",
       "      <td>-0.717478</td>\n",
       "      <td>-0.666404</td>\n",
       "      <td>-0.499669</td>\n",
       "      <td>-0.420224</td>\n",
       "      <td>-0.432488</td>\n",
       "      <td>-0.396975</td>\n",
       "      <td>-0.355544</td>\n",
       "      <td>-0.316822</td>\n",
       "      <td>-0.301311</td>\n",
       "      <td>...</td>\n",
       "      <td>0.009290</td>\n",
       "      <td>0.543880</td>\n",
       "      <td>0.098855</td>\n",
       "      <td>0.102838</td>\n",
       "      <td>0.188076</td>\n",
       "      <td>0.159609</td>\n",
       "      <td>0.300870</td>\n",
       "      <td>0.844464</td>\n",
       "      <td>0.064014</td>\n",
       "      <td>0.067986</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>0.024748</td>\n",
       "      <td>0.178055</td>\n",
       "      <td>0.191390</td>\n",
       "      <td>0.204236</td>\n",
       "      <td>0.212807</td>\n",
       "      <td>0.211175</td>\n",
       "      <td>0.150262</td>\n",
       "      <td>0.075999</td>\n",
       "      <td>0.000569</td>\n",
       "      <td>-0.059835</td>\n",
       "      <td>...</td>\n",
       "      <td>0.010634</td>\n",
       "      <td>0.551972</td>\n",
       "      <td>0.099606</td>\n",
       "      <td>0.107354</td>\n",
       "      <td>0.186939</td>\n",
       "      <td>0.159493</td>\n",
       "      <td>0.300718</td>\n",
       "      <td>0.818268</td>\n",
       "      <td>0.063859</td>\n",
       "      <td>0.067028</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>-0.075747</td>\n",
       "      <td>-0.094729</td>\n",
       "      <td>-0.064610</td>\n",
       "      <td>-0.062905</td>\n",
       "      <td>-0.059992</td>\n",
       "      <td>-0.049917</td>\n",
       "      <td>-0.073425</td>\n",
       "      <td>-0.061352</td>\n",
       "      <td>0.270381</td>\n",
       "      <td>0.829212</td>\n",
       "      <td>...</td>\n",
       "      <td>0.010141</td>\n",
       "      <td>0.520269</td>\n",
       "      <td>0.099872</td>\n",
       "      <td>0.111028</td>\n",
       "      <td>0.177564</td>\n",
       "      <td>0.154064</td>\n",
       "      <td>0.296359</td>\n",
       "      <td>0.751615</td>\n",
       "      <td>0.058308</td>\n",
       "      <td>0.062231</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>126 rows × 1649 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            0         1         2         3         4         5         6  \\\n",
       "0   -0.136222 -0.150206 -0.163140 -0.191757 -0.107290  0.365787  0.809060   \n",
       "1   -0.127060 -0.168157 -0.165247 -0.193576 -0.109179  0.363705  0.809022   \n",
       "2    0.025618  0.041932  0.007818 -0.003501 -0.028940 -0.031773 -0.025024   \n",
       "3    0.029050 -0.159847  0.045786  0.670125  1.007735  0.408357 -0.370413   \n",
       "4   -0.031637 -0.021608  0.034397  0.053408  0.049201  0.093579  0.160227   \n",
       "..        ...       ...       ...       ...       ...       ...       ...   \n",
       "121 -0.161524  0.160072  0.117544  0.129930  0.119454  0.151818  0.145181   \n",
       "122  0.130135  0.269372  0.144239  0.077655 -0.005802 -0.038507 -0.093025   \n",
       "123 -0.266898 -0.717478 -0.666404 -0.499669 -0.420224 -0.432488 -0.396975   \n",
       "124  0.024748  0.178055  0.191390  0.204236  0.212807  0.211175  0.150262   \n",
       "125 -0.075747 -0.094729 -0.064610 -0.062905 -0.059992 -0.049917 -0.073425   \n",
       "\n",
       "            7         8         9  ...       HRV    R_peak  QRS_Complex  \\\n",
       "0    0.540254 -0.174233 -0.498384  ...  0.000062  0.848918     0.146333   \n",
       "1    0.541121 -0.170517 -0.495148  ...  0.007079  0.901995     0.091805   \n",
       "2   -0.011178 -0.022024 -0.032600  ...  0.001680  0.912266     0.139893   \n",
       "3   -0.498905 -0.227511 -0.124111  ...  0.006956  0.933224     0.091987   \n",
       "4    0.187436  0.202363  0.203645  ...  0.008234  0.923682     0.091901   \n",
       "..        ...       ...       ...  ...       ...       ...          ...   \n",
       "121  0.155285  0.131052  0.127446  ...  0.007000  0.987689     0.091000   \n",
       "122 -0.106813 -0.113585 -0.097414  ...  0.008765  0.529334     0.098779   \n",
       "123 -0.355544 -0.316822 -0.301311  ...  0.009290  0.543880     0.098855   \n",
       "124  0.075999  0.000569 -0.059835  ...  0.010634  0.551972     0.099606   \n",
       "125 -0.061352  0.270381  0.829212  ...  0.010141  0.520269     0.099872   \n",
       "\n",
       "       P_peak    T_peak  PR_interval  QT_interval  RR_interval  PR_segment  \\\n",
       "0    0.029415  0.233496     0.099543     0.451531     0.712642    0.020531   \n",
       "1    0.054954  0.275555     0.119171     0.324341     0.713159    0.042122   \n",
       "2    0.068142  0.091531     0.098547     0.745813     0.778987    0.019613   \n",
       "3    0.054165  0.296779     0.119400     0.329000     0.723825    0.042375   \n",
       "4    0.054138  0.284925     0.119160     0.327790     0.712642    0.042123   \n",
       "..        ...       ...          ...          ...          ...         ...   \n",
       "121  0.088114  0.307345     0.163621     0.313758     0.881924    0.084833   \n",
       "122  0.105228  0.189704     0.157765     0.302029     0.847206    0.062191   \n",
       "123  0.102838  0.188076     0.159609     0.300870     0.844464    0.064014   \n",
       "124  0.107354  0.186939     0.159493     0.300718     0.818268    0.063859   \n",
       "125  0.111028  0.177564     0.154064     0.296359     0.751615    0.058308   \n",
       "\n",
       "     ST_segment  \n",
       "0      0.152111  \n",
       "1      0.099183  \n",
       "2      0.452987  \n",
       "3      0.103700  \n",
       "4      0.102556  \n",
       "..          ...  \n",
       "121    0.102606  \n",
       "122    0.069250  \n",
       "123    0.067986  \n",
       "124    0.067028  \n",
       "125    0.062231  \n",
       "\n",
       "[126 rows x 1649 columns]"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "concatenated_df = pd.concat([df, df3], axis=1, join='outer')\n",
    "concatenated_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "7ddf98e1",
   "metadata": {},
   "outputs": [
    {
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       "      <td>-0.127060</td>\n",
       "      <td>-0.168157</td>\n",
       "      <td>-0.165247</td>\n",
       "      <td>-0.193576</td>\n",
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       "      <td>0.363705</td>\n",
       "      <td>0.809022</td>\n",
       "      <td>0.541121</td>\n",
       "      <td>-0.170517</td>\n",
       "      <td>-0.495148</td>\n",
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       "      <td>0.007079</td>\n",
       "      <td>0.901995</td>\n",
       "      <td>0.091805</td>\n",
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       "      <td>0.275555</td>\n",
       "      <td>0.119171</td>\n",
       "      <td>0.324341</td>\n",
       "      <td>0.713159</td>\n",
       "      <td>0.042122</td>\n",
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       "      <td>0.041932</td>\n",
       "      <td>0.007818</td>\n",
       "      <td>-0.003501</td>\n",
       "      <td>-0.028940</td>\n",
       "      <td>-0.031773</td>\n",
       "      <td>-0.025024</td>\n",
       "      <td>-0.011178</td>\n",
       "      <td>-0.022024</td>\n",
       "      <td>-0.032600</td>\n",
       "      <td>...</td>\n",
       "      <td>0.001680</td>\n",
       "      <td>0.912266</td>\n",
       "      <td>0.139893</td>\n",
       "      <td>0.068142</td>\n",
       "      <td>0.091531</td>\n",
       "      <td>0.098547</td>\n",
       "      <td>0.745813</td>\n",
       "      <td>0.778987</td>\n",
       "      <td>0.019613</td>\n",
       "      <td>0.452987</td>\n",
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       "      <th>3</th>\n",
       "      <td>0.029050</td>\n",
       "      <td>-0.159847</td>\n",
       "      <td>0.045786</td>\n",
       "      <td>0.670125</td>\n",
       "      <td>1.007735</td>\n",
       "      <td>0.408357</td>\n",
       "      <td>-0.370413</td>\n",
       "      <td>-0.498905</td>\n",
       "      <td>-0.227511</td>\n",
       "      <td>-0.124111</td>\n",
       "      <td>...</td>\n",
       "      <td>0.006956</td>\n",
       "      <td>0.933224</td>\n",
       "      <td>0.091987</td>\n",
       "      <td>0.054165</td>\n",
       "      <td>0.296779</td>\n",
       "      <td>0.119400</td>\n",
       "      <td>0.329000</td>\n",
       "      <td>0.723825</td>\n",
       "      <td>0.042375</td>\n",
       "      <td>0.103700</td>\n",
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       "      <th>4</th>\n",
       "      <td>-0.031637</td>\n",
       "      <td>-0.021608</td>\n",
       "      <td>0.034397</td>\n",
       "      <td>0.053408</td>\n",
       "      <td>0.049201</td>\n",
       "      <td>0.093579</td>\n",
       "      <td>0.160227</td>\n",
       "      <td>0.187436</td>\n",
       "      <td>0.202363</td>\n",
       "      <td>0.203645</td>\n",
       "      <td>...</td>\n",
       "      <td>0.008234</td>\n",
       "      <td>0.923682</td>\n",
       "      <td>0.091901</td>\n",
       "      <td>0.054138</td>\n",
       "      <td>0.284925</td>\n",
       "      <td>0.119160</td>\n",
       "      <td>0.327790</td>\n",
       "      <td>0.712642</td>\n",
       "      <td>0.042123</td>\n",
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       "      <td>0.129930</td>\n",
       "      <td>0.119454</td>\n",
       "      <td>0.151818</td>\n",
       "      <td>0.145181</td>\n",
       "      <td>0.155285</td>\n",
       "      <td>0.131052</td>\n",
       "      <td>0.127446</td>\n",
       "      <td>...</td>\n",
       "      <td>0.007000</td>\n",
       "      <td>0.987689</td>\n",
       "      <td>0.091000</td>\n",
       "      <td>0.088114</td>\n",
       "      <td>0.307345</td>\n",
       "      <td>0.163621</td>\n",
       "      <td>0.313758</td>\n",
       "      <td>0.881924</td>\n",
       "      <td>0.084833</td>\n",
       "      <td>0.102606</td>\n",
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       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>0.130135</td>\n",
       "      <td>0.269372</td>\n",
       "      <td>0.144239</td>\n",
       "      <td>0.077655</td>\n",
       "      <td>-0.005802</td>\n",
       "      <td>-0.038507</td>\n",
       "      <td>-0.093025</td>\n",
       "      <td>-0.106813</td>\n",
       "      <td>-0.113585</td>\n",
       "      <td>-0.097414</td>\n",
       "      <td>...</td>\n",
       "      <td>0.008765</td>\n",
       "      <td>0.529334</td>\n",
       "      <td>0.098779</td>\n",
       "      <td>0.105228</td>\n",
       "      <td>0.189704</td>\n",
       "      <td>0.157765</td>\n",
       "      <td>0.302029</td>\n",
       "      <td>0.847206</td>\n",
       "      <td>0.062191</td>\n",
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       "      <th>123</th>\n",
       "      <td>-0.266898</td>\n",
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       "      <td>-0.666404</td>\n",
       "      <td>-0.499669</td>\n",
       "      <td>-0.420224</td>\n",
       "      <td>-0.432488</td>\n",
       "      <td>-0.396975</td>\n",
       "      <td>-0.355544</td>\n",
       "      <td>-0.316822</td>\n",
       "      <td>-0.301311</td>\n",
       "      <td>...</td>\n",
       "      <td>0.009290</td>\n",
       "      <td>0.543880</td>\n",
       "      <td>0.098855</td>\n",
       "      <td>0.102838</td>\n",
       "      <td>0.188076</td>\n",
       "      <td>0.159609</td>\n",
       "      <td>0.300870</td>\n",
       "      <td>0.844464</td>\n",
       "      <td>0.064014</td>\n",
       "      <td>0.067986</td>\n",
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       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>0.024748</td>\n",
       "      <td>0.178055</td>\n",
       "      <td>0.191390</td>\n",
       "      <td>0.204236</td>\n",
       "      <td>0.212807</td>\n",
       "      <td>0.211175</td>\n",
       "      <td>0.150262</td>\n",
       "      <td>0.075999</td>\n",
       "      <td>0.000569</td>\n",
       "      <td>-0.059835</td>\n",
       "      <td>...</td>\n",
       "      <td>0.010634</td>\n",
       "      <td>0.551972</td>\n",
       "      <td>0.099606</td>\n",
       "      <td>0.107354</td>\n",
       "      <td>0.186939</td>\n",
       "      <td>0.159493</td>\n",
       "      <td>0.300718</td>\n",
       "      <td>0.818268</td>\n",
       "      <td>0.063859</td>\n",
       "      <td>0.067028</td>\n",
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       "    <tr>\n",
       "      <th>125</th>\n",
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       "      <td>-0.064610</td>\n",
       "      <td>-0.062905</td>\n",
       "      <td>-0.059992</td>\n",
       "      <td>-0.049917</td>\n",
       "      <td>-0.073425</td>\n",
       "      <td>-0.061352</td>\n",
       "      <td>0.270381</td>\n",
       "      <td>0.829212</td>\n",
       "      <td>...</td>\n",
       "      <td>0.010141</td>\n",
       "      <td>0.520269</td>\n",
       "      <td>0.099872</td>\n",
       "      <td>0.111028</td>\n",
       "      <td>0.177564</td>\n",
       "      <td>0.154064</td>\n",
       "      <td>0.296359</td>\n",
       "      <td>0.751615</td>\n",
       "      <td>0.058308</td>\n",
       "      <td>0.062231</td>\n",
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       "</table>\n",
       "<p>126 rows × 1649 columns</p>\n",
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      "text/plain": [
       "            0         1         2         3         4         5         6  \\\n",
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       "2    0.025618  0.041932  0.007818 -0.003501 -0.028940 -0.031773 -0.025024   \n",
       "3    0.029050 -0.159847  0.045786  0.670125  1.007735  0.408357 -0.370413   \n",
       "4   -0.031637 -0.021608  0.034397  0.053408  0.049201  0.093579  0.160227   \n",
       "..        ...       ...       ...       ...       ...       ...       ...   \n",
       "121 -0.161524  0.160072  0.117544  0.129930  0.119454  0.151818  0.145181   \n",
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       "123 -0.266898 -0.717478 -0.666404 -0.499669 -0.420224 -0.432488 -0.396975   \n",
       "124  0.024748  0.178055  0.191390  0.204236  0.212807  0.211175  0.150262   \n",
       "125 -0.075747 -0.094729 -0.064610 -0.062905 -0.059992 -0.049917 -0.073425   \n",
       "\n",
       "            7         8         9  ...       HRV    R_peak  QRS_Complex  \\\n",
       "0    0.540254 -0.174233 -0.498384  ...  0.000062  0.848918     0.146333   \n",
       "1    0.541121 -0.170517 -0.495148  ...  0.007079  0.901995     0.091805   \n",
       "2   -0.011178 -0.022024 -0.032600  ...  0.001680  0.912266     0.139893   \n",
       "3   -0.498905 -0.227511 -0.124111  ...  0.006956  0.933224     0.091987   \n",
       "4    0.187436  0.202363  0.203645  ...  0.008234  0.923682     0.091901   \n",
       "..        ...       ...       ...  ...       ...       ...          ...   \n",
       "121  0.155285  0.131052  0.127446  ...  0.007000  0.987689     0.091000   \n",
       "122 -0.106813 -0.113585 -0.097414  ...  0.008765  0.529334     0.098779   \n",
       "123 -0.355544 -0.316822 -0.301311  ...  0.009290  0.543880     0.098855   \n",
       "124  0.075999  0.000569 -0.059835  ...  0.010634  0.551972     0.099606   \n",
       "125 -0.061352  0.270381  0.829212  ...  0.010141  0.520269     0.099872   \n",
       "\n",
       "       P_peak    T_peak  PR_interval  QT_interval  RR_interval  PR_segment  \\\n",
       "0    0.029415  0.233496     0.099543     0.451531     0.712642    0.020531   \n",
       "1    0.054954  0.275555     0.119171     0.324341     0.713159    0.042122   \n",
       "2    0.068142  0.091531     0.098547     0.745813     0.778987    0.019613   \n",
       "3    0.054165  0.296779     0.119400     0.329000     0.723825    0.042375   \n",
       "4    0.054138  0.284925     0.119160     0.327790     0.712642    0.042123   \n",
       "..        ...       ...          ...          ...          ...         ...   \n",
       "121  0.088114  0.307345     0.163621     0.313758     0.881924    0.084833   \n",
       "122  0.105228  0.189704     0.157765     0.302029     0.847206    0.062191   \n",
       "123  0.102838  0.188076     0.159609     0.300870     0.844464    0.064014   \n",
       "124  0.107354  0.186939     0.159493     0.300718     0.818268    0.063859   \n",
       "125  0.111028  0.177564     0.154064     0.296359     0.751615    0.058308   \n",
       "\n",
       "     ST_segment  \n",
       "0      0.152111  \n",
       "1      0.099183  \n",
       "2      0.452987  \n",
       "3      0.103700  \n",
       "4      0.102556  \n",
       "..          ...  \n",
       "121    0.102606  \n",
       "122    0.069250  \n",
       "123    0.067986  \n",
       "124    0.067028  \n",
       "125    0.062231  \n",
       "\n",
       "[126 rows x 1649 columns]"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "output_file_path = os.path.join('C:/Users/Ewunetie/OneDrive - University of Gondar,/2022-2023 files/Courses/Project/data','resampled_result.csv')\n",
    "concatenated_df.to_csv(output_file_path)\n",
    "concatenated_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d7125d41",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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