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<title>Phone Calls - RAPIDS</title>
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Phone Accelerometer
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<a href="https://github.com/carissalow/rapids/edit/master/docs/features/phone-calls.md" title="Edit this page" class="md-content__button md-icon">
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<h1 id="phone-calls">Phone Calls<a class="headerlink" href="#phone-calls" title="Permanent link">&para;</a></h1>
<p>Sensor parameters description for <code>[PHONE_CALLS]</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]</code></td>
<td>Database table where the calls data is stored</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 and iOS</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_calls_raw.csv
- data/raw/<span class="o">{</span>pid<span class="o">}</span>/phone_calls_with_datetime.csv
- data/raw/<span class="o">{</span>pid<span class="o">}</span>/phone_calls_with_datetime_unified.csv
- data/interim/<span class="o">{</span>pid<span class="o">}</span>/phone_calls_features/phone_calls_<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_calls.csv
</code></pre></div>
</div>
<p>Parameters description for <code>[PHONE_CALLS][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;</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>[COMPUTE]</code></td>
<td>Set to <code>True</code> to extract <code>PHONE_CALLS</code> features from the <code>RAPIDS</code> provider</td>
</tr>
<tr>
<td><code>[CALL_TYPES]</code></td>
<td>The particular call_type that will be analyzed. The options for this parameter are incoming, outgoing or missed.</td>
</tr>
<tr>
<td><code>[FEATURES]</code></td>
<td>Features to be computed for <code>outgoing</code>, <code>incoming</code>, and <code>missed</code> calls. Note that the same features are available for both incoming and outgoing calls, while missed calls has its own set of features. See the tables below.</td>
</tr>
</tbody>
</table>
<p>Features description for <code>[PHONE_CALLS][PROVIDERS][RAPIDS]</code> incoming and outgoing calls:</p>
<table>
<thead>
<tr>
<th>Feature</th>
<th>Units</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>count</td>
<td>calls</td>
<td>Number of calls of a particular <code>call_type</code> occurred during a particular <code>time_segment</code>.</td>
</tr>
<tr>
<td>distinctcontacts</td>
<td>contacts</td>
<td>Number of distinct contacts that are associated with a particular <code>call_type</code> for a particular <code>time_segment</code></td>
</tr>
<tr>
<td>meanduration</td>
<td>seconds</td>
<td>The mean duration of all calls of a particular <code>call_type</code> during a particular <code>time_segment</code>.</td>
</tr>
<tr>
<td>sumduration</td>
<td>seconds</td>
<td>The sum of the duration of all calls of a particular <code>call_type</code> during a particular <code>time_segment</code>.</td>
</tr>
<tr>
<td>minduration</td>
<td>seconds</td>
<td>The duration of the shortest call of a particular <code>call_type</code> during a particular <code>time_segment</code>.</td>
</tr>
<tr>
<td>maxduration</td>
<td>seconds</td>
<td>The duration of the longest call of a particular <code>call_type</code> during a particular <code>time_segment</code>.</td>
</tr>
<tr>
<td>stdduration</td>
<td>seconds</td>
<td>The standard deviation of the duration of all the calls of a particular <code>call_type</code> during a particular <code>time_segment</code>.</td>
</tr>
<tr>
<td>modeduration</td>
<td>seconds</td>
<td>The mode of the duration of all the calls of a particular <code>call_type</code> during a particular <code>time_segment</code>.</td>
</tr>
<tr>
<td>entropyduration</td>
<td>nats</td>
<td>The estimate of the Shannon entropy for the the duration of all the calls of a particular <code>call_type</code> during a particular <code>time_segment</code>.</td>
</tr>
<tr>
<td>timefirstcall</td>
<td>minutes</td>
<td>The time in minutes between 12:00am (midnight) and the first call of <code>call_type</code>.</td>
</tr>
<tr>
<td>timelastcall</td>
<td>minutes</td>
<td>The time in minutes between 12:00am (midnight) and the last call of <code>call_type</code>.</td>
</tr>
<tr>
<td>countmostfrequentcontact</td>
<td>calls</td>
<td>The number of calls of a particular <code>call_type</code> during a particular <code>time_segment</code> of the most frequent contact throughout the monitored period.</td>
</tr>
</tbody>
</table>
<p>Features description for <code>[PHONE_CALLS][PROVIDERS][RAPIDS]</code> missed calls:</p>
<table>
<thead>
<tr>
<th>Feature</th>
<th>Units</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>count</td>
<td>calls</td>
<td>Number of <code>missed</code> calls that occurred during a particular <code>time_segment</code>.</td>
</tr>
<tr>
<td>distinctcontacts</td>
<td>contacts</td>
<td>Number of distinct contacts that are associated with <code>missed</code> calls for a particular <code>time_segment</code></td>
</tr>
<tr>
<td>timefirstcall</td>
<td>minutes</td>
<td>The time in hours from 12:00am (Midnight) that the first <code>missed</code> call occurred.</td>
</tr>
<tr>
<td>timelastcall</td>
<td>minutes</td>
<td>The time in hours from 12:00am (Midnight) that the last <code>missed</code> call occurred.</td>
</tr>
<tr>
<td>countmostfrequentcontact</td>
<td>calls</td>
<td>The number of <code>missed</code> calls during a particular <code>time_segment</code> of the most frequent contact throughout the monitored period.</td>
</tr>
</tbody>
</table>
<div class="admonition note">
<p class="admonition-title">Assumptions/Observations</p>
<ol>
<li>Traces for iOS calls are unique even for the same contact calling a participant more than once which renders <code>countmostfrequentcontact</code> meaningless and <code>distinctcontacts</code> equal to the total number of traces. </li>
<li><code>[CALL_TYPES]</code> and <code>[FEATURES]</code> keys in <code>config.yaml</code> need to match. For example, <code>[CALL_TYPES]</code> <code>outgoing</code> matches the <code>[FEATURES]</code> key <code>outgoing</code></li>
<li>iOS calls data is transformed to match Android calls data format. See our <a href="algorithms/phone-algorithms.md#phone-calls">algorithm</a></li>
</ol>
</div>
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