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Phone Applications Notifications
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Phone Screen
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Phone WiFI Connected
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Fitbit Data Yield
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Fitbit Heart Rate Summary
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Fitbit Heart Rate Intraday
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Fitbit Sleep Summary
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Fitbit Sleep Intraday
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Fitbit Steps Summary
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Empatica Heart Rate
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Empatica Temperature
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Empatica Inter Beat Interval
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<a href="#v170" class="md-nav__link">
v.1.7.0
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<a href="#v160" class="md-nav__link">
v1.6.0
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v1.5.0
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v1.4.1
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v1.4.0
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v1.3.0
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v1.2.0
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v1.1.1
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v1.1.0
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v1.0.1
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v1.0.0
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v0.4.3
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v0.4.2
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v0.4.1
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v0.4.0
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v0.3.2
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v0.3.1
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v0.3.0
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v0.2.6
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v0.2.5
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v0.2.4
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v0.2.3
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v0.2.2
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v0.2.1
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v0.2.0
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v.1.7.0
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v1.6.0
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v1.5.0
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v1.4.1
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v1.4.0
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v1.3.0
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v1.2.0
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v1.1.1
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<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="change-log">Change Log<a class="headerlink" href="#change-log" title="Permanent link">&para;</a></h1>
<h2 id="v170">v.1.7.0<a class="headerlink" href="#v170" title="Permanent link">&para;</a></h2>
<ul>
<li>Add tests for phone battery features</li>
</ul>
<h2 id="v160">v1.6.0<a class="headerlink" href="#v160" title="Permanent link">&para;</a></h2>
<ul>
<li>Refactor PHONE_CALLS RAPIDS provider to compute features based on call episodes or events</li>
<li>Refactor PHONE_LOCATIONS DORYAB provider to compute features based on location episodes</li>
<li>Temporary revert PHONE_LOCATIONS BARNETT provider to use R script</li>
<li>Update the default IGNORE_EPISODES_LONGER_THAN to be 6 hours for screen RAPIDS provider</li>
<li>Fix the bug of step intraday features when INCLUDE_ZERO_STEP_ROWS is False</li>
</ul>
<h2 id="v150">v1.5.0<a class="headerlink" href="#v150" title="Permanent link">&para;</a></h2>
<ul>
<li>Update Barnett location features with faster Python implementation</li>
<li>Fix rounding bug in data yield features</li>
<li>Add tests for data yield, Fitbit and accelerometer features</li>
<li>Small fixes of documentation</li>
</ul>
<h2 id="v141">v1.4.1<a class="headerlink" href="#v141" title="Permanent link">&para;</a></h2>
<ul>
<li>Update home page</li>
<li>Add PHONE_MESSAGES tests</li>
</ul>
<h2 id="v140">v1.4.0<a class="headerlink" href="#v140" title="Permanent link">&para;</a></h2>
<ul>
<li>Add new Application Foreground episode features and tests</li>
<li>Update VSCode setup instructions for our Docker container</li>
<li>Add tests for phone calls features</li>
<li>Add tests for WiFI features and fix a bug that incorrectly counted the most scanned device within the current time segment instances instead of globally</li>
<li>Add tests for phone conversation features</li>
<li>Add tests for Bluetooth features and choose the most scanned device alphabetically when ties exist</li>
<li>Add tests for Activity Recognition features and fix iOS unknown activity parsing</li>
<li>Fix Fitbit bug that parsed date-times with the current time zone in rare cases</li>
<li>Update the visualizations to be more precise and robust with different time segments.</li>
<li>Fix regression crash of the example analysis workflow</li>
</ul>
<h2 id="v130">v1.3.0<a class="headerlink" href="#v130" title="Permanent link">&para;</a></h2>
<ul>
<li>Refactor PHONE_LOCATIONS DORYAB provider. Fix bugs and faster execution up to 30x</li>
<li>New PHONE_KEYBOARD features</li>
<li>Add a new strategy to infer home location that can handle multiple homes for the same participant</li>
<li>Add module to exclude sleep episodes from steps intraday features</li>
<li>Fix PID matching when joining data from multiple participants. Now, we can handle PIDS with an arbitrary format.</li>
<li>Fix bug that did not correctly parse participants with more than 2 phones or more than 1 wearable</li>
<li>Fix crash when no phone data yield is needed to process location data (ALL &amp; GPS location providers)</li>
<li>Remove location rows with the same timestamp based on their accuracy</li>
<li>Fix PHONE_CONVERSATION bug that produced inaccurate ratio features when time segments were not daily.</li>
<li>Other minor bug fixes</li>
</ul>
<h2 id="v120">v1.2.0<a class="headerlink" href="#v120" title="Permanent link">&para;</a></h2>
<ul>
<li>Sleep summary and intraday features are more consistent.</li>
<li>Add wake and bedtime features for sleep summary data.</li>
<li>Fix bugs with sleep PRICE features.</li>
<li>Update home page</li>
<li>Add contributing guide</li>
</ul>
<h2 id="v111">v1.1.1<a class="headerlink" href="#v111" title="Permanent link">&para;</a></h2>
<ul>
<li>Fix length of periodic segments on days with DLS</li>
<li>Fix crash when scraping data for an app that does not exist</li>
<li>Add tests for phone screen data</li>
</ul>
<h2 id="v110">v1.1.0<a class="headerlink" href="#v110" title="Permanent link">&para;</a></h2>
<ul>
<li>Add Fitbit calories intraday features</li>
</ul>
<h2 id="v101">v1.0.1<a class="headerlink" href="#v101" title="Permanent link">&para;</a></h2>
<ul>
<li>Fix crash in <code>chunk_episodes</code> of <code>utils.py</code> for multi time zone data</li>
<li>Fix crash in BT Doryab provider when the number of clusters is 2</li>
<li>Fix Fitbit multi time zone inference from phone data (simplify)</li>
<li>Fix missing columns when the input for phone data yield is empty</li>
<li>Fix wrong date time labels for event segments for multi time zone data (all labels are computed based on a single tz)</li>
<li>Fix periodic segment crash when there are no segments to assign (only affects wday, mday, qday, or yday) </li>
<li>Fix crash in Analysis Workflow with new suffix in segments&rsquo; labels</li>
</ul>
<h2 id="v100">v1.0.0<a class="headerlink" href="#v100" title="Permanent link">&para;</a></h2>
<ul>
<li>Add a new <a href="../setup/overview/">Overview</a> page.</li>
<li>You can <a href="../datastreams/add-new-data-streams/">extend</a> RAPIDS with your own <a href="../datastreams/data-streams-introduction/">data streams</a>. Data streams are data collected with other sensing apps besides AWARE (like Beiwe, mindLAMP), and stored in other data containers (databases, files) besides MySQL.</li>
<li>Support to analyze Empatica wearable data (thanks to Joe Kim and Brinnae Bent from the <a href="https://dbdp.org/">DBDP</a>)</li>
<li>Support to analyze AWARE data stored in <a href="../datastreams/aware-csv/">CSV files</a> and <a href="../datastreams/aware-influxdb/">InfluxDB</a> databases</li>
<li>Support to analyze data collected over <a href="../setup/configuration/#multiple-timezones">multiple time zones</a></li>
<li>Support for <a href="../features/fitbit-sleep-intraday/">sleep intraday features</a> from the core team and also from the community (thanks to Stephen Price)</li>
<li>Users can comment on the documentation (powered by utterances).</li>
<li><code>SCR_SCRIPT</code> and <code>SRC_LANGUAGE</code> are replaced by <code>SRC_SCRIPT</code>.</li>
<li>Add RAPIDS new logo</li>
<li>Move Citation and Minimal Example page to the Setup section</li>
<li>Add <code>config.yaml</code> validation schema and documentation. Now it&rsquo;s more difficult to modify the <code>config.yaml</code> file with invalid values.</li>
<li>Add new <code>time at home</code> Doryab location feature</li>
<li>Add and home coordinates to the location data file so location providers can build features based on it.</li>
<li>If you are migrating from RAPIDS 0.4.3 or older, check this <a href="../migrating-from-old-versions/#migrating-from-rapids-04x-or-older">guide</a></li>
</ul>
<h2 id="v043">v0.4.3<a class="headerlink" href="#v043" title="Permanent link">&para;</a></h2>
<ul>
<li>Fix bug when any of the rows from any sensor do not belong a time segment</li>
</ul>
<h2 id="v042">v0.4.2<a class="headerlink" href="#v042" title="Permanent link">&para;</a></h2>
<ul>
<li>Update battery testing</li>
<li>Fix location processing bug when certain columns don&rsquo;t exist</li>
<li>Fix HR intraday bug when minutesonZONE features were 0 </li>
<li>Update FAQs</li>
<li>Fix HR summary bug when restinghr=0 (ignore those rows)</li>
<li>Fix ROG, location entropy and normalized entropy in Doryab location provider</li>
<li>Remove sampling frequency dependance in Doryab location provider</li>
<li>Update documentation of Doryab location provider</li>
<li>Add new <code>FITBIT_DATA_YIELD</code> <code>RAPIDS</code> provider</li>
<li>Deprecate Doryab circadian movement feature until it is fixed</li>
</ul>
<h2 id="v041">v0.4.1<a class="headerlink" href="#v041" title="Permanent link">&para;</a></h2>
<ul>
<li>Fix bug when no error message was displayed for an empty <code>[PHONE_DATA_YIELD][SENSORS]</code> when resampling location data</li>
</ul>
<h2 id="v040">v0.4.0<a class="headerlink" href="#v040" title="Permanent link">&para;</a></h2>
<ul>
<li>Add four new phone sensors that can be used for PHONE_DATA_YIELD</li>
<li>Add code so new feature providers can be added for the new four sensors</li>
<li>Add new clustering algorithm (OPTICS) for Doryab features</li>
<li>Update default EPS parameter for Doryab location clustering</li>
<li>Add clearer error message for invalid phone data yield sensors</li>
<li>Add ALL_RESAMPLED flag and accuracy limit for location features</li>
<li>Add FAQ about null characters in phone tables</li>
<li>Reactivate light and wifi tests and update testing docs</li>
<li>Fix bug when parsing Fitbit steps data</li>
<li>Fix bugs when merging features from empty time segments</li>
<li>Fix minor issues in the documentation</li>
</ul>
<h2 id="v032">v0.3.2<a class="headerlink" href="#v032" title="Permanent link">&para;</a></h2>
<ul>
<li>Update docker and linux instructions to use RSPM binary repo for for faster installation</li>
<li>Update CI to create a release on a tagged push that passes the tests</li>
<li>Clarify in DB credential configuration that we only support MySQL</li>
<li>Add Windows installation instructions</li>
<li>Fix bugs in the create_participants_file script</li>
<li>Fix bugs in Fitbit data parsing.</li>
<li>Fixed Doryab location features context of clustering.</li>
<li>Fixed the wrong shifting while calculating distance in Doryab location features.</li>
<li>Refactored the haversine function</li>
</ul>
<h2 id="v031">v0.3.1<a class="headerlink" href="#v031" title="Permanent link">&para;</a></h2>
<ul>
<li>Update installation docs for RAPIDS&rsquo; docker container</li>
<li>Fix example analysis use of accelerometer data in a plot</li>
<li>Update FAQ</li>
<li>Update minimal example documentation</li>
<li>Minor doc updates</li>
</ul>
<h2 id="v030">v0.3.0<a class="headerlink" href="#v030" title="Permanent link">&para;</a></h2>
<ul>
<li>Update R and Python virtual environments</li>
<li>Add GH actions CI support for tests and docker</li>
<li>Add release and test badges to README</li>
</ul>
<h2 id="v026">v0.2.6<a class="headerlink" href="#v026" title="Permanent link">&para;</a></h2>
<ul>
<li>Fix old versions banner on nested pages</li>
</ul>
<h2 id="v025">v0.2.5<a class="headerlink" href="#v025" title="Permanent link">&para;</a></h2>
<ul>
<li>Fix docs deploy typo</li>
</ul>
<h2 id="v024">v0.2.4<a class="headerlink" href="#v024" title="Permanent link">&para;</a></h2>
<ul>
<li>Fix broken links in landing page and docs deploy</li>
</ul>
<h2 id="v023">v0.2.3<a class="headerlink" href="#v023" title="Permanent link">&para;</a></h2>
<ul>
<li>Fix participant IDS in the example analysis workflow</li>
</ul>
<h2 id="v022">v0.2.2<a class="headerlink" href="#v022" title="Permanent link">&para;</a></h2>
<ul>
<li>Fix readme link to docs</li>
</ul>
<h2 id="v021">v0.2.1<a class="headerlink" href="#v021" title="Permanent link">&para;</a></h2>
<ul>
<li>FIx link to the most recent version in the old version banner</li>
</ul>
<h2 id="v020">v0.2.0<a class="headerlink" href="#v020" title="Permanent link">&para;</a></h2>
<ul>
<li>Add new <code>PHONE_BLUETOOTH</code> <code>DORYAB</code> provider</li>
<li>Deprecate <code>PHONE_BLUETOOTH</code> <code>RAPIDS</code> provider</li>
<li>Fix bug in <code>filter_data_by_segment</code> for Python when dataset was empty</li>
<li>Minor doc updates</li>
<li>New FAQ item</li>
</ul>
<h2 id="v010">v0.1.0<a class="headerlink" href="#v010" title="Permanent link">&para;</a></h2>
<ul>
<li>New and more consistent docs (this website). The <a href="https://rapidspitt.readthedocs.io/en/latest/">previous docs</a> are marked as beta </li>
<li>Consolidate <a href="../setup/configuration">configuration</a> instructions</li>
<li>Flexible <a href="../setup/configuration#time-segments">time segments</a></li>
<li>Simplify Fitbit behavioral feature extraction and <a href="../features/fitbit-heartrate-summary">documentation</a></li>
<li>Sensor&rsquo;s configuration and output is more consistent</li>
<li>Update <a href="../visualizations/data-quality-visualizations">visualizations</a> to handle flexible day segments</li>
<li>Create a RAPIDS <a href="../setup/execution">execution</a> script that allows re-computation of the pipeline after configuration changes</li>
<li>Add <a href="../citation">citation</a> guide</li>
<li>Update <a href="../developers/virtual-environments">virtual environment</a> guide</li>
<li>Update analysis workflow <a href="../workflow-examples/analysis">example</a></li>
<li>Add a <a href="../code_of_conduct">Code of Conduct</a></li>
<li>Update <a href="../team">Team</a> page</li>
</ul>
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