rapids/dev/features/fitbit-steps-summary/index.html

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Fitbit Steps Summary
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Empatica Electrodermal Activity
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Empatica Blood Volume Pulse
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Empatica Inter Beat Interval
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<article class="md-content__inner md-typeset">
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<h1 id="fitbit-steps-summary">Fitbit Steps Summary<a class="headerlink" href="#fitbit-steps-summary" title="Permanent link">&para;</a></h1>
<p>Sensor parameters description for <code>[FITBIT_STEPS_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 steps 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_steps_summary_raw.csv
- data/raw/<span class="o">{</span>pid<span class="o">}</span>/fitbit_steps_summary_with_datetime.csv
- data/interim/<span class="o">{</span>pid<span class="o">}</span>/fitbit_steps_summary_features/fitbit_steps_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_steps_summary.csv
</code></pre></div>
</div>
<p>Parameters description for <code>[FITBIT_STEPS_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_STEPS_SUMMARY</code> features from the <code>RAPIDS</code> provider</td>
</tr>
<tr>
<td><code>[FEATURES]</code></td>
<td>Features to be computed from steps summary data, see table below</td>
</tr>
</tbody>
</table>
<p>Features description for <code>[FITBIT_STEPS_SUMMARY][PROVIDERS][RAPIDS]</code>:</p>
<table>
<thead>
<tr>
<th>Feature</th>
<th>Units</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>maxsumsteps</td>
<td>steps</td>
<td>The maximum daily step count during a time segment.</td>
</tr>
<tr>
<td>minsumsteps</td>
<td>steps</td>
<td>The minimum daily step count during a time segment.</td>
</tr>
<tr>
<td>avgsumsteps</td>
<td>steps</td>
<td>The average daily step count during a time segment.</td>
</tr>
<tr>
<td>mediansumsteps</td>
<td>steps</td>
<td>The median of daily step count during a time segment.</td>
</tr>
<tr>
<td>stdsumsteps</td>
<td>steps</td>
<td>The standard deviation of daily step count during a time segment.</td>
</tr>
</tbody>
</table>
<div class="admonition note">
<p class="admonition-title">Assumptions/Observations</p>
<p>NA</p>
</div>
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