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Conversation
</a>
</li>
<li class="md-nav__item">
<a href="#keyboard" class="md-nav__link">
Keyboard
</a>
</li>
<li class="md-nav__item">
@ -1872,6 +1879,13 @@
Conversation
</a>
</li>
<li class="md-nav__item">
<a href="#keyboard" class="md-nav__link">
Keyboard
</a>
</li>
<li class="md-nav__item">
@ -2287,6 +2301,32 @@
<li>Finally, there are also additional empty data files for both
android and iOS for testing empty data files</li>
</ul>
<h2 id="keyboard">Keyboard<a class="headerlink" href="#keyboard" title="Permanent link">&para;</a></h2>
<ul>
<li>The raw keyboard data file contains data for 4 days.</li>
<li>
<p>The raw keyboard data contains records with difference in <code>timestamp</code> ranging from
milliseconds to seconds. </p>
</li>
<li>
<p>With difference in timestamps between consecutive records more than 5 seconds helps us to create separate
sessions within the usage of the same app. This helps to verify the case where sessions have to be different. </p>
</li>
<li>
<p>The raw keyboard data contains records where the difference in text is less
than 5 seconds which makes it into 1 session but because of difference of app
new session starts. This edge case determines the behaviour within particular app
and also within 5 seconds.</p>
</li>
<li>
<p>The raw keyboard data also contains the records where length of <code>current_text</code> varies between consecutive rows. This helps us to tests on the cases where input text is entered by auto-suggested
or auto-correct operations.</p>
</li>
<li>
<p>One three-minute episode with a 1-minute row on Sun 08:59:54.65 and 09:00:00,another on Sun 12:01:02 that are considering a single episode in multi-timezone event segments to showcase how
inferring time zone data for Keyboard from phone data can produce inaccurate results around the tz change. This happens because the device was on LA time until 11:59 and switched to NY time at 12pm, in terms of actual time 09 am LA and 12 pm NY represent the same moment in time so 09:00 LA and 12:01 NY are consecutive minutes.</p>
</li>
</ul>
<h2 id="fitbit-calories-intraday">Fitbit Calories Intraday<a class="headerlink" href="#fitbit-calories-intraday" title="Permanent link">&para;</a></h2>
<p>Description</p>
<ul>

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</tr>
</tbody>
</table>
<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_keyboard_raw.csv
- data/raw/<span class="o">{</span>pid<span class="o">}</span>/phone_keyboard_with_datetime.csv
- data/interim/<span class="o">{</span>pid<span class="o">}</span>/phone_keyboard_features/phone_keyboard_<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_keyboard.csv
</code></pre></div>
</div>
<p>Features description for <code>[PHONE_KEYBOARD]</code>:</p>
<table>
<thead>
<tr>
<th>Feature</th>
<th>Units</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>sessioncount</td>
<td>-</td>
<td>Number of typing sessions in a time segment. A session begins with any keypress and finishes until 5 seconds have elapsed since the last key was pressed or the application that the user was typing on changes.</td>
</tr>
<tr>
<td>averagesessionlength</td>
<td>milliseconds</td>
<td>Average length of all sessions in a time segment instance</td>
</tr>
<tr>
<td>averageinterkeydelay</td>
<td>milliseconds</td>
<td>The average time between keystrokes measured in milliseconds.</td>
</tr>
<tr>
<td>changeintextlengthlessthanminusone</td>
<td></td>
<td>Number of times a keyboard typing or swiping event changed the length of the current text to less than one fewer character.</td>
</tr>
<tr>
<td>changeintextlengthequaltominusone</td>
<td></td>
<td>Number of times a keyboard typing or swiping event changed the length of the current text in exactly one fewer character.</td>
</tr>
<tr>
<td>changeintextlengthequaltoone</td>
<td></td>
<td>Number of times a keyboard typing or swiping event changed the length of the current text in exactly one more character.</td>
</tr>
<tr>
<td>changeintextlengthmorethanone</td>
<td></td>
<td>Number of times a keyboard typing or swiping event changed the length of the current text to more than one character.</td>
</tr>
<tr>
<td>maxtextlength</td>
<td></td>
<td>Length in characters of the longest sentence(s) contained in the typing text box of any app during the time segment.</td>
</tr>
<tr>
<td>lastmessagelength</td>
<td></td>
<td>Length of the last text in characters of the sentence(s) contained in the typing text box of any app during the time segment.</td>
</tr>
<tr>
<td>totalkeyboardtouches</td>
<td></td>
<td>Average number of typing events across all sessions in a time segment instance.</td>
</tr>
</tbody>
</table>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>No feature providers have been implemented for this sensor yet, however you can use its key (<code>PHONE_KEYBOARD</code>) to improve <a href="../phone-data-yield"><code>PHONE_DATA_YIELD</code></a> or you can <a href="../add-new-features">implement your own features</a>.</p>
<p>We did not find a reliable way to distinguish between AutoCorrect or AutoComplete changes, since both can be applied with a single touch or swipe event and can decrease or increase the length of the text by an arbitrary number of characters.</p>
</div>

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