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Skip to content
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RAPIDS
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< div class = "md-header__topic" data-md-component = "header-topic" >
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Minimal
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< div class = "md-header__options" >
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< button class = "md-header__button md-icon" title = "Switch to light mode" aria-label = "Switch to light mode" data-md-option = "palette" data-md-color-scheme = "default" data-md-color-primary = "blue" data-md-color-accent = "blue" data-md-state = "hidden" >
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< button class = "md-header__button md-icon" title = "Switch to dark mode" aria-label = "Switch to dark mode" data-md-option = "palette" data-md-color-scheme = "slate" data-md-color-primary = "blue" data-md-color-accent = "blue" data-md-state = "hidden" >
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< label class = "md-header__button md-icon" for = "__search" >
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< div class = "md-search__inner" role = "search" >
< form class = "md-search__form" name = "search" >
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< input type = "text" class = "md-search__input" name = "query" aria-label = "Search" placeholder = "Search" autocapitalize = "off" autocorrect = "off" autocomplete = "off" spellcheck = "false" data-md-component = "search-query" data-md-state = "active" required >
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< label class = "md-search__icon md-icon" for = "__search" >
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< nav class = "md-search__options" aria-label = "Search" >
< button type = "reset" class = "md-search__icon md-icon" aria-label = "Clear" data-md-component = "search-reset" tabindex = "-1" >
< svg xmlns = "http://www.w3.org/2000/svg" viewBox = "0 0 24 24" > < path d = "M19 6.41L17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12 19 6.41z" / > < / svg >
< / button >
< / nav >
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< div class = "md-search__suggest" data-md-component = "search-suggest" > < / div >
< / form >
< div class = "md-search__output" >
< div class = "md-search__scrollwrap" data-md-scrollfix >
< div class = "md-search-result" data-md-component = "search-result" >
< div class = "md-search-result__meta" >
Initializing search
< / div >
< ol class = "md-search-result__list" > < / ol >
< / div >
< / div >
< / div >
< / div >
< / div >
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< div class = "md-header__source" >
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< a href = "https://github.com/carissalow/rapids/" title = "Go to repository" class = "md-source" >
< div class = "md-source__icon md-icon" >
< svg xmlns = "http://www.w3.org/2000/svg" viewBox = "0 0 448 512" > < path d = "M439.55 236.05L244 40.45a28.87 28.87 0 00-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 01-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 000 40.81l195.61 195.6a28.86 28.86 0 0040.8 0l194.69-194.69a28.86 28.86 0 000-40.81z" / > < / svg >
< / div >
< div class = "md-source__repository" >
carissalow/rapids
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< / a >
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< / nav >
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< / header >
< div class = "md-container" data-md-component = "container" >
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< main class = "md-main" data-md-component = "main" >
< div class = "md-main__inner md-grid" >
< div class = "md-sidebar md-sidebar--primary" data-md-component = "navigation" >
< div class = "md-sidebar__scrollwrap" >
< div class = "md-sidebar__inner" >
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< nav class = "md-nav md-nav--primary" aria-label = "Navigation" data-md-level = "0" >
< label class = "md-nav__title" for = "__drawer" >
< a href = "../.." title = "RAPIDS" class = "md-nav__button md-logo" aria-label = "RAPIDS" >
< svg xmlns = "http://www.w3.org/2000/svg" viewBox = "0 0 24 24" > < path d = "M19 18.31V20a2 2 0 01-2 2H7a2 2 0 01-2-2v-3.7c-.46-.18-1.05-.3-2-.3a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V12.3c-.46-.18-1.05-.3-2-.3a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V8.3C4.54 8.12 3.95 8 3 8a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V4a2 2 0 012-2h10a2 2 0 012 2v2.16c1.78.31 2.54.97 2.71 1.13.39.39.39 1.03 0 1.42-.39.39-.91.38-1.42 0 0 0-1.04-.71-3.29-.71-1.26 0-2.09.41-3.05.9-1.04.51-2.21 1.1-3.95 1.1-.36 0-.69 0-1-.04V7.95c.3.05.63.05 1 .05 1.26 0 2.09-.41 3.05-.89C14.09 6.59 15.27 6 17 6V4H7v16h10v-2c1.5 0 1.97.29 2 .31M17 10c-1.73 0-2.91.59-3.95 1.11-.96.48-1.79.89-3.05.89-.37 0-.7 0-1-.05v2.01c.31.04.64.04 1 .04 1.74 0 2.91-.59 3.95-1.1.96-.48 1.79-.9 3.05-.9 2.25 0 3.29.71 3.29.71.51.39 1.03.39 1.42 0 .39-.39.39-1.02 0-1.42C21.5 11.08 20.25 10 17 10m0 4c-1.73 0-2.91.59-3.95 1.11-.96.48-1.79.89-3.05.89-.37 0-.7 0-1-.05v2.01c.31.04.64.04 1 .04 1.74 0 2.91-.59 3.95-1.1.96-.48 1.79-.9 3.05-.9 2.25 0 3.29.71 3.29.71.51.39 1.03.39 1.42 0 .39-.39.39-1.02 0-1.42C21.5 15.08 20.25 14 17 14z" / > < / svg >
< / a >
RAPIDS
< / label >
< div class = "md-nav__source" >
< a href = "https://github.com/carissalow/rapids/" title = "Go to repository" class = "md-source" >
< div class = "md-source__icon md-icon" >
< svg xmlns = "http://www.w3.org/2000/svg" viewBox = "0 0 448 512" > < path d = "M439.55 236.05L244 40.45a28.87 28.87 0 00-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 01-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 000 40.81l195.61 195.6a28.86 28.86 0 0040.8 0l194.69-194.69a28.86 28.86 0 000-40.81z" / > < / svg >
< / div >
< div class = "md-source__repository" >
carissalow/rapids
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< / a >
< / div >
< ul class = "md-nav__list" data-md-scrollfix >
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< li class = "md-nav__item" >
< a href = "../.." class = "md-nav__link" >
Home
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< / li >
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< li class = "md-nav__item md-nav__item--section md-nav__item--nested" >
< input class = "md-nav__toggle md-toggle" data-md-toggle = "nav-2" type = "checkbox" id = "nav-2" >
< label class = "md-nav__link" for = "nav-2" >
Setup
< span class = "md-nav__icon md-icon" > < / span >
< / label >
< nav class = "md-nav" aria-label = "Setup" data-md-level = "1" >
< label class = "md-nav__title" for = "nav-2" >
< span class = "md-nav__icon md-icon" > < / span >
Setup
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< ul class = "md-nav__list" data-md-scrollfix >
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< li class = "md-nav__item" >
< a href = "../../file-structure/" class = "md-nav__link" >
File Structure
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< / li >
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< li class = "md-nav__item" >
< a href = "../../setup/installation/" class = "md-nav__link" >
Installation
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< / li >
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< li class = "md-nav__item" >
< a href = "../../setup/configuration/" class = "md-nav__link" >
Configuration
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< / li >
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< li class = "md-nav__item" >
< a href = "../../setup/execution/" class = "md-nav__link" >
Execution
< / a >
< / li >
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< / ul >
< / nav >
< / li >
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< li class = "md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested" >
< input class = "md-nav__toggle md-toggle" data-md-toggle = "nav-3" type = "checkbox" id = "nav-3" checked >
< label class = "md-nav__link" for = "nav-3" >
Example Workflows
< span class = "md-nav__icon md-icon" > < / span >
< / label >
< nav class = "md-nav" aria-label = "Example Workflows" data-md-level = "1" >
< label class = "md-nav__title" for = "nav-3" >
< span class = "md-nav__icon md-icon" > < / span >
Example Workflows
< / label >
< ul class = "md-nav__list" data-md-scrollfix >
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< li class = "md-nav__item md-nav__item--active" >
< input class = "md-nav__toggle md-toggle" data-md-toggle = "toc" type = "checkbox" id = "__toc" >
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< a href = "./" class = "md-nav__link md-nav__link--active" >
Minimal
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../analysis/" class = "md-nav__link" >
Analysis
< / a >
< / li >
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< / ul >
< / nav >
< / li >
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< li class = "md-nav__item md-nav__item--section md-nav__item--nested" >
< input class = "md-nav__toggle md-toggle" data-md-toggle = "nav-4" type = "checkbox" id = "nav-4" >
< label class = "md-nav__link" for = "nav-4" >
Behavioral Features
< span class = "md-nav__icon md-icon" > < / span >
< / label >
< nav class = "md-nav" aria-label = "Behavioral Features" data-md-level = "1" >
< label class = "md-nav__title" for = "nav-4" >
< span class = "md-nav__icon md-icon" > < / span >
Behavioral Features
< / label >
< ul class = "md-nav__list" data-md-scrollfix >
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< li class = "md-nav__item" >
< a href = "../../features/feature-introduction/" class = "md-nav__link" >
Introduction
< / a >
< / li >
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< li class = "md-nav__item md-nav__item--nested" >
< input class = "md-nav__toggle md-toggle" data-md-toggle = "nav-4-2" type = "checkbox" id = "nav-4-2" >
< label class = "md-nav__link" for = "nav-4-2" >
Phone
< span class = "md-nav__icon md-icon" > < / span >
< / label >
< nav class = "md-nav" aria-label = "Phone" data-md-level = "2" >
< label class = "md-nav__title" for = "nav-4-2" >
< span class = "md-nav__icon md-icon" > < / span >
Phone
< / label >
< ul class = "md-nav__list" data-md-scrollfix >
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< li class = "md-nav__item" >
< a href = "../../features/phone-accelerometer/" class = "md-nav__link" >
Phone Accelerometer
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-activity-recognition/" class = "md-nav__link" >
Phone Activity Recognition
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-applications-crashes/" class = "md-nav__link" >
Phone Applications Crashes
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-applications-foreground/" class = "md-nav__link" >
Phone Applications Foreground
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-applications-notifications/" class = "md-nav__link" >
Phone Applications Notifications
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-aware-log/" class = "md-nav__link" >
Phone Aware Log
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-battery/" class = "md-nav__link" >
Phone Battery
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-bluetooth/" class = "md-nav__link" >
Phone Bluetooth
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-calls/" class = "md-nav__link" >
Phone Calls
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-conversation/" class = "md-nav__link" >
Phone Conversation
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-data-yield/" class = "md-nav__link" >
Phone Data Yield
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-keyboard/" class = "md-nav__link" >
Phone Keyboard
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-light/" class = "md-nav__link" >
Phone Light
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-locations/" class = "md-nav__link" >
Phone Locations
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-messages/" class = "md-nav__link" >
Phone Messages
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-screen/" class = "md-nav__link" >
Phone Screen
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-wifi-connected/" class = "md-nav__link" >
Phone WiFI Connected
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-wifi-visible/" class = "md-nav__link" >
Phone WiFI Visible
< / a >
< / li >
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< / ul >
< / nav >
< / li >
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< li class = "md-nav__item md-nav__item--nested" >
< input class = "md-nav__toggle md-toggle" data-md-toggle = "nav-4-3" type = "checkbox" id = "nav-4-3" >
< label class = "md-nav__link" for = "nav-4-3" >
Fitbit
< span class = "md-nav__icon md-icon" > < / span >
< / label >
< nav class = "md-nav" aria-label = "Fitbit" data-md-level = "2" >
< label class = "md-nav__title" for = "nav-4-3" >
< span class = "md-nav__icon md-icon" > < / span >
Fitbit
< / label >
< ul class = "md-nav__list" data-md-scrollfix >
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< li class = "md-nav__item" >
< a href = "../../features/fitbit-data-yield/" class = "md-nav__link" >
Fitbit Data Yield
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/fitbit-heartrate-summary/" class = "md-nav__link" >
Fitbit Heart Rate Summary
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/fitbit-heartrate-intraday/" class = "md-nav__link" >
Fitbit Heart Rate Intraday
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/fitbit-sleep-summary/" class = "md-nav__link" >
Fitbit Sleep Summary
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/fitbit-steps-summary/" class = "md-nav__link" >
Fitbit Steps Summary
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/fitbit-steps-intraday/" class = "md-nav__link" >
Fitbit Steps Intraday
< / a >
< / li >
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< / ul >
< / nav >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/add-new-features/" class = "md-nav__link" >
Add New Features
< / a >
< / li >
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< / ul >
< / nav >
< / li >
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< li class = "md-nav__item md-nav__item--section md-nav__item--nested" >
< input class = "md-nav__toggle md-toggle" data-md-toggle = "nav-5" type = "checkbox" id = "nav-5" >
< label class = "md-nav__link" for = "nav-5" >
Visualizations
< span class = "md-nav__icon md-icon" > < / span >
< / label >
< nav class = "md-nav" aria-label = "Visualizations" data-md-level = "1" >
< label class = "md-nav__title" for = "nav-5" >
< span class = "md-nav__icon md-icon" > < / span >
Visualizations
< / label >
< ul class = "md-nav__list" data-md-scrollfix >
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< li class = "md-nav__item" >
< a href = "../../visualizations/data-quality-visualizations/" class = "md-nav__link" >
Data Quality
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../visualizations/feature-visualizations/" class = "md-nav__link" >
Features
< / a >
< / li >
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< / ul >
< / nav >
< / li >
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< li class = "md-nav__item md-nav__item--section md-nav__item--nested" >
< input class = "md-nav__toggle md-toggle" data-md-toggle = "nav-6" type = "checkbox" id = "nav-6" >
< label class = "md-nav__link" for = "nav-6" >
Developers
< span class = "md-nav__icon md-icon" > < / span >
< / label >
< nav class = "md-nav" aria-label = "Developers" data-md-level = "1" >
< label class = "md-nav__title" for = "nav-6" >
< span class = "md-nav__icon md-icon" > < / span >
Developers
< / label >
< ul class = "md-nav__list" data-md-scrollfix >
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< li class = "md-nav__item" >
< a href = "../../developers/git-flow/" class = "md-nav__link" >
Git Flow
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../developers/remote-support/" class = "md-nav__link" >
Remote Support
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../developers/virtual-environments/" class = "md-nav__link" >
Virtual Environments
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../developers/documentation/" class = "md-nav__link" >
Documentation
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../developers/testing/" class = "md-nav__link" >
Testing
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../developers/test-cases/" class = "md-nav__link" >
Test cases
< / a >
< / li >
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< / ul >
< / nav >
< / li >
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< li class = "md-nav__item md-nav__item--section md-nav__item--nested" >
< input class = "md-nav__toggle md-toggle" data-md-toggle = "nav-7" type = "checkbox" id = "nav-7" >
< label class = "md-nav__link" for = "nav-7" >
Others
< span class = "md-nav__icon md-icon" > < / span >
< / label >
< nav class = "md-nav" aria-label = "Others" data-md-level = "1" >
< label class = "md-nav__title" for = "nav-7" >
< span class = "md-nav__icon md-icon" > < / span >
Others
< / label >
< ul class = "md-nav__list" data-md-scrollfix >
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< li class = "md-nav__item" >
< a href = "../../migrating-from-old-versions/" class = "md-nav__link" >
Migrating from beta
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../code_of_conduct/" class = "md-nav__link" >
Code of Conduct
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../faq/" class = "md-nav__link" >
FAQ
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../team/" class = "md-nav__link" >
Team
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../change-log/" class = "md-nav__link" >
Change Log
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../citation/" class = "md-nav__link" >
Citation
< / a >
< / li >
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< / ul >
< / nav >
< / li >
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< / ul >
< / nav >
< / div >
< / div >
< / div >
< div class = "md-sidebar md-sidebar--secondary" data-md-component = "toc" >
< div class = "md-sidebar__scrollwrap" >
< div class = "md-sidebar__inner" >
< nav class = "md-nav md-nav--secondary" aria-label = "Table of contents" >
< / nav >
< / div >
< / div >
< / div >
< div class = "md-content" >
< article class = "md-content__inner md-typeset" >
< a href = "https://github.com/carissalow/rapids/edit/master/docs/workflow-examples/minimal.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 >
< / a >
< h1 id = "minimal-working-example" > Minimal Working Example< a class = "headerlink" href = "#minimal-working-example" title = "Permanent link" > ¶ < / a > < / h1 >
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< p > This is a quick guide for creating and running a simple pipeline to extract missing, outgoing, and incoming < code > call< / code > features for < code > daily< / code > (< code > 00:00:00< / code > to < code > 23:59:59< / code > ) and < code > night< / code > (< code > 00:00:00< / code > to < code > 05:59:59< / code > ) epochs of every day of data of one participant monitored on the US East coast with an Android smartphone.< / p >
< div class = "admonition hint" >
< p class = "admonition-title" > Hint< / p >
< p > If you don’ t have < code > call< / code > data that you can use to try this example you can restore this < a href = "../../img/calls.csv" > CSV file< / a > as a table in a MySQL database.< / p >
< / div >
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< ol >
< li > Install RAPIDS and make sure your < code > conda< / code > environment is active (see < a href = "../../setup/installation" > Installation< / a > )< / li >
< li >
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< p > Make the changes listed below for the corresponding < a href = "../../setup/configuration" > Configuration< / a > step (we provide an example of what the relevant sections in your < code > config.yml< / code > will look like after you are done)< / p >
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< details class = "info" > < summary > Required configuration changes< / summary > < ol >
< li >
< p > < strong > Add your < a href = "../../setup/configuration#database-credentials" > database credentials< / a > .< / strong > < / p >
< p > Setup your database connection credentials in < code > .env< / code > , we assume your credentials group in the < code > .env< / code > file is called < code > MY_GROUP< / code > .< / p >
< / li >
< li >
< p > < strong > Choose the < a href = "../../setup/configuration#timezone-of-your-study" > timezone of your study< / a > .< / strong > < / p >
< p > Since this example is processing data collected on the US East cost, < code > America/New_York< / code > should be the configured timezone, change this according to your data.< / p >
< / li >
< li >
< p > < strong > Create your < a href = "../../setup/configuration#participant-files" > participants files< / a > .< / strong > < / p >
< p > Since we are processing data from a single participant, you only need to create a single participant file called < code > p01.yaml< / code > . This participant file only has a < code > PHONE< / code > section because this hypothetical participant was only monitored with an smartphone. You also need to add < code > p01< / code > to < code > [PIDS]< / code > in < code > config.yaml< / code > . The following would be the content of your < code > p01.yaml< / code > participant file:
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< div class = "highlight" > < pre > < span > < / span > < code > < span class = "nt" > PHONE< / span > < span class = "p" > :< / span >
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< span class = "nt" > DEVICE_IDS< / span > < span class = "p" > :< / span > < span class = "p p-Indicator" > [< / span > < span class = "nv" > a748ee1a-1d0b-4ae9-9074-279a2b6ba524< / span > < span class = "p p-Indicator" > ]< / span > < span class = "c1" > # the participant' s AWARE device id< / span >
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< span class = "nt" > PLATFORMS< / span > < span class = "p" > :< / span > < span class = "p p-Indicator" > [< / span > < span class = "nv" > android< / span > < span class = "p p-Indicator" > ]< / span > < span class = "c1" > # or ios< / span >
< span class = "nt" > LABEL< / span > < span class = "p" > :< / span > < span class = "l l-Scalar l-Scalar-Plain" > MyTestP01< / span > < span class = "c1" > # any string< / span >
< span class = "nt" > START_DATE< / span > < span class = "p" > :< / span > < span class = "l l-Scalar l-Scalar-Plain" > 2020-01-01< / span > < span class = "c1" > # this can also be empty< / span >
< span class = "nt" > END_DATE< / span > < span class = "p" > :< / span > < span class = "l l-Scalar l-Scalar-Plain" > 2021-01-01< / span > < span class = "c1" > # this can also be empty< / span >
< / code > < / pre > < / div > < / p >
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< / li >
< li >
< p > < strong > Select what < a href = "../../setup/configuration#time-segments" > time segments< / a > you want to extract features on.< / strong > < / p >
< p > < code > [TIME_SEGMENTS][TYPE]< / code > should be the default < code > PERIODIC< / code > . Change < code > [TIME_SEGMENTS][FILE]< / code > with the path (for example < code > data/external/timesegments_periodic.csv< / code > ) of a file containing the following lines:
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< div class = "highlight" > < pre > < span > < / span > < code > label,start_time,length,repeats_on,repeats_value
daily,00:00:00,23H 59M 59S,every_day,0
night,00:00:00,5H 59M 59S,every_day,0
< / code > < / pre > < / div > < / p >
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< / li >
< li >
< p > < strong > Modify your < a href = "../../setup/configuration#device-data-source-configuration" > device data source configuration< / a > < / strong > < / p >
< p > In this example we do not need to modify this section because we are using smartphone data collected with AWARE stored on a MySQL database.< / p >
< / li >
< li >
< p > < strong > Select what < a href = "../../setup/configuration#sensor-and-features-to-process" > sensors and features< / a > you want to process.< / strong > < / p >
< p > Set < code > [PHONE_CALLS][PROVIDERS][RAPIDS][COMPUTE]< / code > to < code > True< / code > in the < code > config.yaml< / code > file.< / p >
< / li >
< / ol >
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< / details >
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< details class = "example" > < summary > Example of the < code > config.yaml< / code > sections after the changes outlined above< / summary > < p > Highlighted lines are related to the configuration steps above.
< div class = "highlight" > < pre > < span > < / span > < code > < span class = "hll" > < span class = "nt" > PIDS< / span > < span class = "p" > :< / span > < span class = "p p-Indicator" > [< / span > < span class = "nv" > p01< / span > < span class = "p p-Indicator" > ]< / span >
< / span >
< span class = "nt" > TIMEZONE< / span > < span class = "p" > :< / span > < span class = "nl" > & timezone< / span >
< span class = "hll" > < span class = "l l-Scalar l-Scalar-Plain" > America/New_York< / span >
< / span >
< span class = "nt" > DATABASE_GROUP< / span > < span class = "p" > :< / span > < span class = "nl" > & database_group< / span >
< span class = "hll" > < span class = "l l-Scalar l-Scalar-Plain" > MY_GROUP< / span >
< / span >
< span class = "c1" > # ... other irrelevant sections< / span >
< span class = "nt" > TIME_SEGMENTS< / span > < span class = "p" > :< / span > < span class = "nl" > & time_segments< / span >
< span class = "hll" > < span class = "nt" > TYPE< / span > < span class = "p" > :< / span > < span class = "l l-Scalar l-Scalar-Plain" > PERIODIC< / span >
< / span > < span class = "hll" > < span class = "nt" > FILE< / span > < span class = "p" > :< / span > < span class = "s" > " data/external/timesegments_periodic.csv" < / span > < span class = "c1" > # make sure the three lines specified above are in the file< / span >
< / span > < span class = "nt" > INCLUDE_PAST_PERIODIC_SEGMENTS< / span > < span class = "p" > :< / span > < span class = "l l-Scalar l-Scalar-Plain" > FALSE< / span >
< span class = "c1" > # No need to change this if you collected AWARE data on a database and your credentials are grouped under `MY_GROUP` in `.env`< / span >
< span class = "nt" > DEVICE_DATA< / span > < span class = "p" > :< / span >
< span class = "nt" > PHONE< / span > < span class = "p" > :< / span >
< span class = "nt" > SOURCE< / span > < span class = "p" > :< / span >
< span class = "nt" > TYPE< / span > < span class = "p" > :< / span > < span class = "l l-Scalar l-Scalar-Plain" > DATABASE< / span >
< span class = "nt" > DATABASE_GROUP< / span > < span class = "p" > :< / span > < span class = "nv" > *database_group< / span >
< span class = "nt" > DEVICE_ID_COLUMN< / span > < span class = "p" > :< / span > < span class = "l l-Scalar l-Scalar-Plain" > device_id< / span > < span class = "c1" > # column name< / span >
< span class = "nt" > TIMEZONE< / span > < span class = "p" > :< / span >
< span class = "nt" > TYPE< / span > < span class = "p" > :< / span > < span class = "l l-Scalar l-Scalar-Plain" > SINGLE< / span > < span class = "c1" > # SINGLE or MULTIPLE< / span >
< span class = "nt" > VALUE< / span > < span class = "p" > :< / span > < span class = "nv" > *timezone< / span >
< span class = "c1" > ############## PHONE ###########################################################< / span >
< span class = "c1" > ################################################################################< / span >
< span class = "c1" > # ... other irrelevant sections< / span >
< span class = "c1" > # Communication call features config, TYPES and FEATURES keys need to match< / span >
< span class = "nt" > PHONE_CALLS< / span > < span class = "p" > :< / span >
< span class = "nt" > TABLE< / span > < span class = "p" > :< / span > < span class = "l l-Scalar l-Scalar-Plain" > calls< / span > < span class = "c1" > # change if your calls table has a different name< / span >
< span class = "nt" > PROVIDERS< / span > < span class = "p" > :< / span >
< span class = "nt" > RAPIDS< / span > < span class = "p" > :< / span >
< span class = "hll" > < span class = "nt" > COMPUTE< / span > < span class = "p" > :< / span > < span class = "l l-Scalar l-Scalar-Plain" > True< / span > < span class = "c1" > # set this to True!< / span >
< / span > < span class = "nt" > CALL_TYPES< / span > < span class = "p" > :< / span > < span class = "l l-Scalar l-Scalar-Plain" > ...< / span >
< / code > < / pre > < / div > < / p >
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< / details >
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< / li >
< li >
< p > Run RAPIDS
< div class = "highlight" > < pre > < span > < / span > < code > ./rapids -j1
< / code > < / pre > < / div > < / p >
< / li >
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< li > The call features for daily and morning time segments will be in
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< div class = "highlight" > < pre > < span > < / span > < code > /data/processed/features/p01/phone_calls.csv
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