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RAPIDS provider
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<article class="md-content__inner md-typeset">
<a href="https://github.com/carissalow/rapids/edit/master/docs/features/phone-conversation.md" title="Edit this page" class="md-content__button md-icon">
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<h1 id="phone-conversation">Phone Conversation<a class="headerlink" href="#phone-conversation" title="Permanent link">&para;</a></h1>
<p>Sensor parameters description for <code>[PHONE_CONVERSATION]</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>[TABLE][ANDROID]</code></td>
<td>Database table where the conversation data from Android devices is stored (the AWARE client saves this data on different tables for Android and iOS)</td>
</tr>
<tr>
<td><code>[TABLE][IOS]</code></td>
<td>Database table where the conversation data from iOS devices is stored (the AWARE client saves this data on different tables for Android and iOS)</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 and platforms</p>
<ul>
<li>Available for all time segments</li>
<li>Available for Android only</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>/phone_conversation_raw.csv
- data/raw/<span class="o">{</span>pid<span class="o">}</span>/phone_conversation_with_datetime.csv
- data/raw/<span class="o">{</span>pid<span class="o">}</span>/phone_conversation_with_datetime_unified.csv
- data/interim/<span class="o">{</span>pid<span class="o">}</span>/phone_conversation_features/phone_conversation_<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>/phone_conversation.csv
</code></pre></div>
</div>
<p>Parameters description for <code>[PHONE_CONVERSATION][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>PHONE_CONVERSATION</code> features from the <code>RAPIDS</code> provider</td>
</tr>
<tr>
<td><code>[FEATURES]</code></td>
<td>Features to be computed, see table below</td>
</tr>
<tr>
<td><code>[RECORDING_MINUTES]</code></td>
<td>Minutes the plugin was recording audio (default 1 min)</td>
</tr>
<tr>
<td><code>[PAUSED_MINUTES]</code></td>
<td>Minutes the plugin was NOT recording audio (default 3 min)</td>
</tr>
</tbody>
</table>
<p>Features description for <code>[PHONE_CONVERSATION][PROVIDERS][RAPIDS]</code>:</p>
<table>
<thead>
<tr>
<th>Feature</th>
<th>Units</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>minutessilence</td>
<td>minutes</td>
<td>Minutes labeled as silence</td>
</tr>
<tr>
<td>minutesnoise</td>
<td>minutes</td>
<td>Minutes labeled as noise</td>
</tr>
<tr>
<td>minutesvoice</td>
<td>minutes</td>
<td>Minutes labeled as voice</td>
</tr>
<tr>
<td>minutesunknown</td>
<td>minutes</td>
<td>Minutes labeled as unknown</td>
</tr>
<tr>
<td>sumconversationduration</td>
<td>minutes</td>
<td>Total duration of all conversations</td>
</tr>
<tr>
<td>maxconversationduration</td>
<td>minutes</td>
<td>Longest duration of all conversations</td>
</tr>
<tr>
<td>minconversationduration</td>
<td>minutes</td>
<td>Shortest duration of all conversations</td>
</tr>
<tr>
<td>avgconversationduration</td>
<td>minutes</td>
<td>Average duration of all conversations</td>
</tr>
<tr>
<td>sdconversationduration</td>
<td>minutes</td>
<td>Standard Deviation of the duration of all conversations</td>
</tr>
<tr>
<td>timefirstconversation</td>
<td>minutes</td>
<td>Minutes since midnight when the first conversation for a time segment was detected</td>
</tr>
<tr>
<td>timelastconversation</td>
<td>minutes</td>
<td>Minutes since midnight when the last conversation for a time segment was detected</td>
</tr>
<tr>
<td>noisesumenergy</td>
<td>L2-norm</td>
<td>Sum of all energy values when inference is noise</td>
</tr>
<tr>
<td>noiseavgenergy</td>
<td>L2-norm</td>
<td>Average of all energy values when inference is noise</td>
</tr>
<tr>
<td>noisesdenergy</td>
<td>L2-norm</td>
<td>Standard Deviation of all energy values when inference is noise</td>
</tr>
<tr>
<td>noiseminenergy</td>
<td>L2-norm</td>
<td>Minimum of all energy values when inference is noise</td>
</tr>
<tr>
<td>noisemaxenergy</td>
<td>L2-norm</td>
<td>Maximum of all energy values when inference is noise</td>
</tr>
<tr>
<td>voicesumenergy</td>
<td>L2-norm</td>
<td>Sum of all energy values when inference is voice</td>
</tr>
<tr>
<td>voiceavgenergy</td>
<td>L2-norm</td>
<td>Average of all energy values when inference is voice</td>
</tr>
<tr>
<td>voicesdenergy</td>
<td>L2-norm</td>
<td>Standard Deviation of all energy values when inference is voice</td>
</tr>
<tr>
<td>voiceminenergy</td>
<td>L2-norm</td>
<td>Minimum of all energy values when inference is voice</td>
</tr>
<tr>
<td>voicemaxenergy</td>
<td>L2-norm</td>
<td>Maximum of all energy values when inference is voice</td>
</tr>
<tr>
<td>silencesensedfraction</td>
<td>-</td>
<td>Ratio between minutessilence and the sum of (minutessilence, minutesnoise, minutesvoice, minutesunknown)</td>
</tr>
<tr>
<td>noisesensedfraction</td>
<td>-</td>
<td>Ratio between minutesnoise and the sum of (minutessilence, minutesnoise, minutesvoice, minutesunknown)</td>
</tr>
<tr>
<td>voicesensedfraction</td>
<td>-</td>
<td>Ratio between minutesvoice and the sum of (minutessilence, minutesnoise, minutesvoice, minutesunknown)</td>
</tr>
<tr>
<td>unknownsensedfraction</td>
<td>-</td>
<td>Ratio between minutesunknown and the sum of (minutessilence, minutesnoise, minutesvoice, minutesunknown)</td>
</tr>
<tr>
<td>silenceexpectedfraction</td>
<td>-</td>
<td>Ration between minutessilence and the number of minutes that in theory should have been sensed based on the record and pause cycle of the plugin (1440 / recordingMinutes+pausedMinutes)</td>
</tr>
<tr>
<td>noiseexpectedfraction</td>
<td>-</td>
<td>Ration between minutesnoise and the number of minutes that in theory should have been sensed based on the record and pause cycle of the plugin (1440 / recordingMinutes+pausedMinutes)</td>
</tr>
<tr>
<td>voiceexpectedfraction</td>
<td>-</td>
<td>Ration between minutesvoice and the number of minutes that in theory should have been sensed based on the record and pause cycle of the plugin (1440 / recordingMinutes+pausedMinutes)</td>
</tr>
<tr>
<td>unknownexpectedfraction</td>
<td>-</td>
<td>Ration between minutesunknown and the number of minutes that in theory should have been sensed based on the record and pause cycle of the plugin (1440 / recordingMinutes+pausedMinutes)</td>
</tr>
</tbody>
</table>
<div class="admonition note">
<p class="admonition-title">Assumptions/Observations</p>
<ol>
<li>The timestamp of conversation rows in iOS is in seconds so we convert it to milliseconds to match Android&rsquo;s format</li>
</ol>
</div>
</article>
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