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Configuration
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Phone
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aware_csv
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aware_influxdb (beta)
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Mandatory Phone Format
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Fitbit
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fitbitjson_mysql
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fitbitjson_csv
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fitbitparsed_mysql
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fitbitparsed_csv
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Mandatory Fitbit Format
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empatica_zip
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Mandatory Empatica Format
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Add New Data Streams
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Behavioral Features
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Behavioral Features
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Introduction
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Phone
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Phone Accelerometer
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Phone Activity Recognition
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Phone Applications Crashes
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Phone Applications Foreground
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Phone Applications Notifications
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Phone Battery
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Phone Bluetooth
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Phone Calls
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Phone Conversation
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Phone Data Yield
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Phone Keyboard
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Phone Light
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Phone Locations
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Phone Log
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Phone Messages
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</li>
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Phone Screen
</a>
</li>
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<a href="../features/phone-wifi-connected/" class="md-nav__link">
Phone WiFI Connected
</a>
</li>
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<a href="../features/phone-wifi-visible/" class="md-nav__link">
Phone WiFI Visible
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Fitbit
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Fitbit
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<a href="../features/fitbit-calories-intraday/" class="md-nav__link">
Fitbit Calories Intraday
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<a href="../features/fitbit-data-yield/" class="md-nav__link">
Fitbit Data Yield
</a>
</li>
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<a href="../features/fitbit-heartrate-summary/" class="md-nav__link">
Fitbit Heart Rate Summary
</a>
</li>
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<a href="../features/fitbit-heartrate-intraday/" class="md-nav__link">
Fitbit Heart Rate Intraday
</a>
</li>
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<a href="../features/fitbit-sleep-summary/" class="md-nav__link">
Fitbit Sleep Summary
</a>
</li>
<li class="md-nav__item">
<a href="../features/fitbit-sleep-intraday/" class="md-nav__link">
Fitbit Sleep Intraday
</a>
</li>
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<a href="../features/fitbit-steps-summary/" class="md-nav__link">
Fitbit Steps Summary
</a>
</li>
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<a href="../features/fitbit-steps-intraday/" class="md-nav__link">
Fitbit Steps Intraday
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Empatica
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Empatica
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<a href="../features/empatica-accelerometer/" class="md-nav__link">
Empatica Accelerometer
</a>
</li>
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<a href="../features/empatica-heartrate/" class="md-nav__link">
Empatica Heart Rate
</a>
</li>
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<a href="../features/empatica-temperature/" class="md-nav__link">
Empatica Temperature
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Meng Li
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Abhineeth Reddy Kunta
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Kwesi Aguillera
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Echhit Joshi
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Nicolas Leo
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Nikunj Goel
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Kirtiraj Khandekar
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Agam Kumar
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Yasaman S. Sefidgar
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Joe Kim
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Brinnae Bent
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Stephen Price
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Neil Singh
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Ian Barnett
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Shirley Anugrah Hayati
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Carissa Low
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Meng Li
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Abhineeth Reddy Kunta
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Kwesi Aguillera
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Echhit Joshi
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Nicolas Leo
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Nikunj Goel
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Kirtiraj Khandekar
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Agam Kumar
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Yasaman S. Sefidgar
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Joe Kim
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Brinnae Bent
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Stephen Price
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Neil Singh
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Ian Barnett
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Shirley Anugrah Hayati
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Afsaneh Doryab
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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="rapids-team">RAPIDS Team<a class="headerlink" href="#rapids-team" title="Permanent link">&para;</a></h1>
<p>If you are interested in contributing feel free to submit a pull request or contact us.</p>
<h2 id="core-team">Core Team<a class="headerlink" href="#core-team" title="Permanent link">&para;</a></h2>
<h3 id="julio-vega-designer-and-lead-developer">Julio Vega (Designer and Lead Developer)<a class="headerlink" href="#julio-vega-designer-and-lead-developer" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Julio Vega is a postdoctoral associate at the Mobile Sensing + Health Institute. He is interested in personalized methodologies to monitor chronic conditions that affect daily human behavior using mobile and wearable data.</p>
</details>
<h3 id="meng-li">Meng Li<a class="headerlink" href="#meng-li" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Meng Li received her Master of Science degree in Information Science from the University of Pittsburgh. She is interested in applying machine learning algorithms to the medical field.</p>
<ul>
<li><em>lim11</em> at <em>upmc</em> . <em>edu</em></li>
<li><a href="https://www.linkedin.com/in/meng-li-57238414a">Linkedin Profile</a></li>
<li><a href="https://github.com/Meng6">Github Profile</a></li>
</ul>
</details>
<h3 id="abhineeth-reddy-kunta">Abhineeth Reddy Kunta<a class="headerlink" href="#abhineeth-reddy-kunta" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Abhineeth Reddy Kunta is a Senior Software Engineer with the Mobile Sensing + Health Institute. He is experienced in software development and specializes in building solutions using machine learning. Abhineeth likes exploring ways to leverage technology in advancing medicine and education. Previously he worked as a Computer Programmer at Georgia Department of Public Health. He has a master&rsquo;s degree in Computer Science from George Mason University.</p>
</details>
<h3 id="kwesi-aguillera">Kwesi Aguillera<a class="headerlink" href="#kwesi-aguillera" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Kwesi Aguillera is currently in his first year at the University of Pittsburgh pursuing a Master of Sciences in Information Science specializing in Big Data Analytics. He received his Bachelor of Science degree in Computer Science and Management from the University of the West Indies. Kwesi considers himself a full stack developer and looks forward to applying this knowledge to big data analysis.</p>
<ul>
<li><a href="https://www.linkedin.com/in/kwesi-aguillera-29529823">Linkedin Profile</a></li>
</ul>
</details>
<h3 id="echhit-joshi">Echhit Joshi<a class="headerlink" href="#echhit-joshi" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Echhit Joshi is a Masters student at the School of Computing and Information at University of Pittsburgh. His areas of interest are Machine/Deep Learning, Data Mining, and Analytics.</p>
<ul>
<li><a href="https://www.linkedin.com/in/echhitjoshi/">Linkedin Profile</a></li>
</ul>
</details>
<h3 id="nicolas-leo">Nicolas Leo<a class="headerlink" href="#nicolas-leo" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Nicolas is a rising senior studying computer science at the University of Pittsburgh. His academic interests include databases, machine learning, and application development. After completing his undergraduate degree, he plans to attend graduate school for a MS in Computer Science with a focus on Intelligent Systems.</p>
</details>
<h3 id="nikunj-goel">Nikunj Goel<a class="headerlink" href="#nikunj-goel" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Nik is a graduate student at the University of Pittsburgh pursuing Master of Science in Information Science. He earned his Bachelor of Technology degree in Information Technology from India. He is a Data Enthusiast and passionate about finding the meaning out of raw data. In a long term, his goal is to create a breakthrough in Data Science and Deep Learning.</p>
<ul>
<li><a href="https://www.linkedin.com/in/nikunjgoel95/">Linkedin Profile</a></li>
</ul>
</details>
<h3 id="kirtiraj-khandekar">Kirtiraj Khandekar<a class="headerlink" href="#kirtiraj-khandekar" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Raj is a graduate student at the University of Pittsburgh pursuing Master of Science in Information Science.</p>
</details>
<h3 id="weiyu-huang">Weiyu Huang<a class="headerlink" href="#weiyu-huang" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Weiyu is a graduate student at the University of Pittsburgh pursuing Master of Science in Information Science.</p>
<ul>
<li><a href="https://github.com/ChinW97">Github Profile</a></li>
</ul>
</details>
<h2 id="community-contributors">Community Contributors<a class="headerlink" href="#community-contributors" title="Permanent link">&para;</a></h2>
<h3 id="agam-kumar">Agam Kumar<a class="headerlink" href="#agam-kumar" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Agam is a junior at Carnegie Mellon University studying Statistics and Machine Learning and pursuing an additional major in Computer Science. He is a member of the Data Science team in the Health and Human Performance Lab at CMU and has keen interests in software development and data science. His research interests include ML applications in medicine.</p>
<ul>
<li><a href="https://www.linkedin.com/in/agam-kumar">Linkedin Profile</a></li>
<li><a href="https://github.com/agam-kumar">Github Profile</a></li>
</ul>
</details>
<h3 id="yasaman-s-sefidgar">Yasaman S. Sefidgar<a class="headerlink" href="#yasaman-s-sefidgar" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><ul>
<li><a href="https://www.linkedin.com/in/ysefidgar/">Linkedin Profile</a></li>
</ul>
</details>
<h3 id="joe-kim">Joe Kim<a class="headerlink" href="#joe-kim" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><ul>
<li><a href="https://www.juseongjoekim.com/">Personal Website</a></li>
</ul>
</details>
<h3 id="brinnae-bent">Brinnae Bent<a class="headerlink" href="#brinnae-bent" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><ul>
<li><a href="https://runsdata.org/">Personal Website</a></li>
</ul>
</details>
<h3 id="stephen-price">Stephen Price<a class="headerlink" href="#stephen-price" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Carnegie Mellon University</p>
</details>
<h3 id="neil-singh">Neil Singh<a class="headerlink" href="#neil-singh" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>University of Virginia</p>
</details>
<h3 id="ian-barnett">Ian Barnett<a class="headerlink" href="#ian-barnett" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>University of Pennsylvania
- <a href="https://www.dbei.med.upenn.edu/bio/ian-j-barnett-phd">Profile</a></p>
</details>
<h3 id="shirley-anugrah-hayati">Shirley Anugrah Hayati<a class="headerlink" href="#shirley-anugrah-hayati" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>University of Pennsylvania
- <a href="https://www.shirley.id/">Personal Website</a></p>
</details>
<h2 id="advisors">Advisors<a class="headerlink" href="#advisors" title="Permanent link">&para;</a></h2>
<h3 id="afsaneh-doryab">Afsaneh Doryab<a class="headerlink" href="#afsaneh-doryab" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><ul>
<li><a href="https://sites.google.com/view/afsanehdoryab">Personal Website</a></li>
</ul>
</details>
<h3 id="carissa-low">Carissa Low<a class="headerlink" href="#carissa-low" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><ul>
<li><a href="https://www.moshi.pitt.edu/people/carissa-low-phd">Profile</a></li>
</ul>
</details>
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