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<h1 id="fitbit-heart-rate-summary">Fitbit Heart Rate Summary<a class="headerlink" href="#fitbit-heart-rate-summary" title="Permanent link">&para;</a></h1>
<p>Sensor parameters description for <code>[FITBIT_HEARTRATE_SUMMARY]</code>:</p>
<table>
<thead>
<tr>
<th>Key&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>[CONTAINER]</code></td>
<td>Container where your heart rate summary data is stored, depending on the data stream you are using this can be a database table, a CSV file, etc.</td>
</tr>
</tbody>
</table>
<h2 id="rapids-provider">RAPIDS provider<a class="headerlink" href="#rapids-provider" title="Permanent link">&para;</a></h2>
<div class="admonition info">
<p class="admonition-title">Available time segments</p>
<ul>
<li>Only available for segments that span 1 or more complete days (e.g. Jan 1<sup>st</sup> 00:00 to Jan 3<sup>rd</sup> 23:59)</li>
</ul>
</div>
<div class="admonition info">
<p class="admonition-title">File Sequence</p>
<div class="highlight"><pre><span></span><code>- data/raw/<span class="o">{</span>pid<span class="o">}</span>/fitbit_heartrate_summary_raw.csv
- data/raw/<span class="o">{</span>pid<span class="o">}</span>/fitbit_heartrate_summary_with_datetime.csv
- data/interim/<span class="o">{</span>pid<span class="o">}</span>/fitbit_heartrate_summary_features/fitbit_heartrate_summary_<span class="o">{</span>language<span class="o">}</span>_<span class="o">{</span>provider_key<span class="o">}</span>.csv
- data/processed/features/<span class="o">{</span>pid<span class="o">}</span>/fitbit_heartrate_summary.csv
</code></pre></div>
</div>
<p>Parameters description for <code>[FITBIT_HEARTRATE_SUMMARY][PROVIDERS][RAPIDS]</code>:</p>
<table>
<thead>
<tr>
<th>Key&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>[COMPUTE]</code></td>
<td>Set to <code>True</code> to extract <code>FITBIT_HEARTRATE_SUMMARY</code> features from the <code>RAPIDS</code> provider</td>
</tr>
<tr>
<td><code>[FEATURES]</code></td>
<td>Features to be computed from heart rate summary data, see table below</td>
</tr>
</tbody>
</table>
<p>Features description for <code>[FITBIT_HEARTRATE_SUMMARY][PROVIDERS][RAPIDS]</code>:</p>
<table>
<thead>
<tr>
<th>Feature</th>
<th>Units</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>maxrestinghr</td>
<td>beats/mins</td>
<td>The maximum daily resting heart rate during a time segment.</td>
</tr>
<tr>
<td>minrestinghr</td>
<td>beats/mins</td>
<td>The minimum daily resting heart rate during a time segment.</td>
</tr>
<tr>
<td>avgrestinghr</td>
<td>beats/mins</td>
<td>The average daily resting heart rate during a time segment.</td>
</tr>
<tr>
<td>medianrestinghr</td>
<td>beats/mins</td>
<td>The median of daily resting heart rate during a time segment.</td>
</tr>
<tr>
<td>moderestinghr</td>
<td>beats/mins</td>
<td>The mode of daily resting heart rate during a time segment.</td>
</tr>
<tr>
<td>stdrestinghr</td>
<td>beats/mins</td>
<td>The standard deviation of daily resting heart rate during a time segment.</td>
</tr>
<tr>
<td>diffmaxmoderestinghr</td>
<td>beats/mins</td>
<td>The difference between the maximum and mode daily resting heart rate during a time segment.</td>
</tr>
<tr>
<td>diffminmoderestinghr</td>
<td>beats/mins</td>
<td>The difference between the mode and minimum daily resting heart rate during a time segment.</td>
</tr>
<tr>
<td>entropyrestinghr</td>
<td>nats</td>
<td>Shannon’s entropy measurement based on daily resting heart rate during a time segment.</td>
</tr>
<tr>
<td>sumcaloriesZONE</td>
<td>cals</td>
<td>The total daily calories burned within <code>heartrate_zone</code> during a time segment.</td>
</tr>
<tr>
<td>maxcaloriesZONE</td>
<td>cals</td>
<td>The maximum daily calories burned within <code>heartrate_zone</code> during a time segment.</td>
</tr>
<tr>
<td>mincaloriesZONE</td>
<td>cals</td>
<td>The minimum daily calories burned within <code>heartrate_zone</code> during a time segment.</td>
</tr>
<tr>
<td>avgcaloriesZONE</td>
<td>cals</td>
<td>The average daily calories burned within <code>heartrate_zone</code> during a time segment.</td>
</tr>
<tr>
<td>mediancaloriesZONE</td>
<td>cals</td>
<td>The median of daily calories burned within <code>heartrate_zone</code> during a time segment.</td>
</tr>
<tr>
<td>stdcaloriesZONE</td>
<td>cals</td>
<td>The standard deviation of daily calories burned within <code>heartrate_zone</code> during a time segment.</td>
</tr>
<tr>
<td>entropycaloriesZONE</td>
<td>nats</td>
<td>Shannon’s entropy measurement based on daily calories burned within <code>heartrate_zone</code> during a time segment.</td>
</tr>
</tbody>
</table>
<div class="admonition note">
<p class="admonition-title">Assumptions/Observations</p>
<ol>
<li>
<p>There are four heart rate zones (ZONE): <code>outofrange</code>, <code>fatburn</code>, <code>cardio</code>, and <code>peak</code>. Please refer to <a href="https://help.fitbit.com/articles/en_US/Help_article/1565.htm">Fitbit documentation</a> for more information about the way they are computed.</p>
</li>
<li>
<p>Calories&rsquo; accuracy depends on the users’ Fitbit profile (weight, height, etc.).</p>
</li>
</ol>
</div>
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