rapids/latest/features/phone-messages/index.html

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<a href="https://github.com/carissalow/rapids/edit/master/docs/features/phone-messages.md" title="Edit this page" class="md-content__button md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25z"/></svg>
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<h1 id="phone-messages">Phone Messages<a class="headerlink" href="#phone-messages" title="Permanent link">&para;</a></h1>
<p>Sensor parameters description for <code>[PHONE_MESSAGES]</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 messages 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 day segments and platforms</p>
<ul>
<li>Available for all day 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_messages_raw.csv
- data/raw/<span class="o">{</span>pid<span class="o">}</span>/phone_messages_with_datetime.csv
- data/interim/<span class="o">{</span>pid<span class="o">}</span>/phone_messages_features/phone_messages_<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_messages.csv
</code></pre></div>
</div>
<p>Parameters description for <code>[PHONE_MESSAGES][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_MESSAGES</code> features from the <code>RAPIDS</code> provider</td>
</tr>
<tr>
<td><code>[MESSAGES_TYPES]</code></td>
<td>The <code>messages_type</code> that will be analyzed. The options for this parameter are <code>received</code> or <code>sent</code>.</td>
</tr>
<tr>
<td><code>[FEATURES]</code></td>
<td>Features to be computed, see table below for <code>[MESSAGES_TYPES]</code> <code>received</code> and <code>sent</code></td>
</tr>
</tbody>
</table>
<p>Features description for <code>[PHONE_MESSAGES][PROVIDERS][RAPIDS]</code>:</p>
<table>
<thead>
<tr>
<th>Feature</th>
<th>Units</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>count</td>
<td>messages</td>
<td>Number of messages of type <code>messages_type</code> that occurred during a particular <code>day_segment</code>.</td>
</tr>
<tr>
<td>distinctcontacts</td>
<td>contacts</td>
<td>Number of distinct contacts that are associated with a particular <code>messages_type</code> during a particular <code>day_segment</code>.</td>
</tr>
<tr>
<td>timefirstmessages</td>
<td>minutes</td>
<td>Number of minutes between 12:00am (midnight) and the first <code>message</code> of a particular <code>messages_type</code> during a particular <code>day_segment</code>.</td>
</tr>
<tr>
<td>timelastmessages</td>
<td>minutes</td>
<td>Number of minutes between 12:00am (midnight) and the last <code>message</code> of a particular <code>messages_type</code> during a particular <code>day_segment</code>.</td>
</tr>
<tr>
<td>countmostfrequentcontact</td>
<td>messages</td>
<td>Number of messages from the contact with the most messages of <code>messages_type</code> during a <code>day_segment</code> throughout the whole dataset of each participant.</td>
</tr>
</tbody>
</table>
<div class="admonition note">
<p class="admonition-title">Assumptions/Observations</p>
<ol>
<li><code>[MESSAGES_TYPES]</code> and <code>[FEATURES]</code> keys in <code>config.yaml</code> need to match. For example, <code>[MESSAGES_TYPES]</code> <code>sent</code> matches the <code>[FEATURES]</code> key <code>sent</code></li>
</ol>
</div>
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