rapids/0.3/features/fitbit-sleep-summary/index.html

1678 lines
54 KiB
HTML
Raw Blame History

This file contains ambiguous Unicode characters!

This file contains ambiguous Unicode characters that may be confused with others in your current locale. If your use case is intentional and legitimate, you can safely ignore this warning. Use the Escape button to highlight these characters.

<!doctype html>
<html lang="en" class="no-js">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width,initial-scale=1">
<link rel="canonical" href="https://www.rapids.science/features/fitbit-sleep-summary/">
<link rel="icon" href="../../assets/images/favicon.png">
<meta name="generator" content="mkdocs-1.1.2, mkdocs-material-7.0.7+insiders-2.4.0">
<title>Fitbit Sleep Summary - RAPIDS</title>
<link rel="stylesheet" href="../../assets/stylesheets/main.ec3b3678.min.css">
<link rel="stylesheet" href="../../assets/stylesheets/palette.de2705de.min.css">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Roboto:300,400,400i,700%7CRoboto+Mono&display=fallback">
<style>:root{--md-text-font-family:"Roboto";--md-code-font-family:"Roboto Mono"}</style>
<link rel="stylesheet" href="../../stylesheets/extra.css">
</head>
<body dir="ltr" data-md-color-scheme="default" data-md-color-primary="blue" data-md-color-accent="blue">
<script>function __prefix(e){return new URL("../..",location).pathname+"."+e}function __get(e,t=localStorage){return JSON.parse(t.getItem(__prefix(e)))}</script>
<script>var palette=__get("__palette");if(null!==palette&&"object"==typeof palette.color)for(var key in palette.color)document.body.setAttribute("data-md-color-"+key,palette.color[key])</script>
<input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
<input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
<label class="md-overlay" for="__drawer"></label>
<div data-md-component="skip">
<a href="#fitbit-sleep-summary" class="md-skip">
Skip to content
</a>
</div>
<div data-md-component="announce">
</div>
<div data-md-component="outdated" hidden>
<aside class="md-banner md-banner--warning">
<div class="md-banner__inner md-grid md-typeset">
You're not viewing the latest stable version of RAPIDS.
<a href="https://www.rapids.science/">
<strong> Click here to go to latest. </strong>
</a>
</div>
<script>var el=document.querySelector("[data-md-component=outdated]"),outdated=__get("__outdated",sessionStorage);!0===outdated&&el&&(el.hidden=!1)</script>
</aside>
</div>
<header class="md-header" data-md-component="header">
<nav class="md-header__inner md-grid" aria-label="Header">
<a href="../.." title="RAPIDS" class="md-header__button md-logo" aria-label="RAPIDS" data-md-component="logo">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 18.31V20a2 2 0 0 1-2 2H7a2 2 0 0 1-2-2v-3.7c-.46-.18-1.05-.3-2-.3a1 1 0 0 1-1-1 1 1 0 0 1 1-1c.82 0 1.47.08 2 .21V12.3c-.46-.18-1.05-.3-2-.3a1 1 0 0 1-1-1 1 1 0 0 1 1-1c.82 0 1.47.08 2 .21V8.3C4.54 8.12 3.95 8 3 8a1 1 0 0 1-1-1 1 1 0 0 1 1-1c.82 0 1.47.08 2 .21V4a2 2 0 0 1 2-2h10a2 2 0 0 1 2 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>
<label class="md-header__button md-icon" for="__drawer">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2z"/></svg>
</label>
<div class="md-header__title" data-md-component="header-title">
<div class="md-header__ellipsis">
<div class="md-header__topic">
<span class="md-ellipsis">
RAPIDS
</span>
</div>
<div class="md-header__topic" data-md-component="header-topic">
<span class="md-ellipsis">
Fitbit Sleep Summary
</span>
</div>
</div>
</div>
<form class="md-header__option" data-md-component="palette">
<input class="md-option" data-md-color-media="" data-md-color-scheme="default" data-md-color-primary="blue" data-md-color-accent="blue" type="radio" name="__palette" id="__palette_1">
<label class="md-header__button md-icon" title="Switch to light mode" for="__palette_2" hidden>
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M17 7H7a5 5 0 0 0-5 5 5 5 0 0 0 5 5h10a5 5 0 0 0 5-5 5 5 0 0 0-5-5m0 8a3 3 0 0 1-3-3 3 3 0 0 1 3-3 3 3 0 0 1 3 3 3 3 0 0 1-3 3z"/></svg>
</label>
<input class="md-option" data-md-color-media="" data-md-color-scheme="slate" data-md-color-primary="blue" data-md-color-accent="blue" type="radio" name="__palette" id="__palette_2">
<label class="md-header__button md-icon" title="Switch to dark mode" for="__palette_1" hidden>
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M7 10a2 2 0 0 1 2 2 2 2 0 0 1-2 2 2 2 0 0 1-2-2 2 2 0 0 1 2-2m10-3a5 5 0 0 1 5 5 5 5 0 0 1-5 5H7a5 5 0 0 1-5-5 5 5 0 0 1 5-5h10M7 9a3 3 0 0 0-3 3 3 3 0 0 0 3 3h10a3 3 0 0 0 3-3 3 3 0 0 0-3-3H7z"/></svg>
</label>
</form>
<label class="md-header__button md-icon" for="__search">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5z"/></svg>
</label>
<div class="md-search" data-md-component="search" role="dialog">
<label class="md-search__overlay" for="__search"></label>
<div class="md-search__inner" role="search">
<form class="md-search__form" name="search">
<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" required>
<label class="md-search__icon md-icon" for="__search">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5z"/></svg>
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12z"/></svg>
</label>
<nav class="md-search__options" aria-label="Search">
<button type="reset" class="md-search__icon md-icon" aria-label="Clear" tabindex="-1">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 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>
<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>
<div class="md-header__source">
<a href="https://github.com/carissalow/rapids/" title="Go to repository" class="md-source" data-md-component="source">
<div class="md-source__icon md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 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 0 1-48.55 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 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81z"/></svg>
</div>
<div class="md-source__repository">
carissalow/rapids
</div>
</a>
</div>
</nav>
</header>
<div class="md-container" data-md-component="container">
<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="sidebar" data-md-type="navigation" >
<div class="md-sidebar__scrollwrap">
<div class="md-sidebar__inner">
<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" data-md-component="logo">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 18.31V20a2 2 0 0 1-2 2H7a2 2 0 0 1-2-2v-3.7c-.46-.18-1.05-.3-2-.3a1 1 0 0 1-1-1 1 1 0 0 1 1-1c.82 0 1.47.08 2 .21V12.3c-.46-.18-1.05-.3-2-.3a1 1 0 0 1-1-1 1 1 0 0 1 1-1c.82 0 1.47.08 2 .21V8.3C4.54 8.12 3.95 8 3 8a1 1 0 0 1-1-1 1 1 0 0 1 1-1c.82 0 1.47.08 2 .21V4a2 2 0 0 1 2-2h10a2 2 0 0 1 2 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" data-md-component="source">
<div class="md-source__icon md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 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 0 1-48.55 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 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81z"/></svg>
</div>
<div class="md-source__repository">
carissalow/rapids
</div>
</a>
</div>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../.." class="md-nav__link">
Home
</a>
</li>
<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
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../../file-structure/" class="md-nav__link">
File Structure
</a>
</li>
<li class="md-nav__item">
<a href="../../setup/installation/" class="md-nav__link">
Installation
</a>
</li>
<li class="md-nav__item">
<a href="../../setup/configuration/" class="md-nav__link">
Configuration
</a>
</li>
<li class="md-nav__item">
<a href="../../setup/execution/" class="md-nav__link">
Execution
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item 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" >
<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>
<li class="md-nav__item">
<a href="../../workflow-examples/minimal/" class="md-nav__link">
Minimal
</a>
</li>
<li class="md-nav__item">
<a href="../../workflow-examples/analysis/" class="md-nav__link">
Analysis
</a>
</li>
</ul>
</nav>
</li>
<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_4" type="checkbox" id="__nav_4" checked>
<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>
<li class="md-nav__item">
<a href="../feature-introduction/" class="md-nav__link">
Introduction
</a>
</li>
<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>
<li class="md-nav__item">
<a href="../phone-accelerometer/" class="md-nav__link">
Phone Accelerometer
</a>
</li>
<li class="md-nav__item">
<a href="../phone-activity-recognition/" class="md-nav__link">
Phone Activity Recognition
</a>
</li>
<li class="md-nav__item">
<a href="../phone-applications-foreground/" class="md-nav__link">
Phone Applications Foreground
</a>
</li>
<li class="md-nav__item">
<a href="../phone-battery/" class="md-nav__link">
Phone Battery
</a>
</li>
<li class="md-nav__item">
<a href="../phone-bluetooth/" class="md-nav__link">
Phone Bluetooth
</a>
</li>
<li class="md-nav__item">
<a href="../phone-calls/" class="md-nav__link">
Phone Calls
</a>
</li>
<li class="md-nav__item">
<a href="../phone-conversation/" class="md-nav__link">
Phone Conversation
</a>
</li>
<li class="md-nav__item">
<a href="../phone-data-yield/" class="md-nav__link">
Phone Data Yield
</a>
</li>
<li class="md-nav__item">
<a href="../phone-light/" class="md-nav__link">
Phone Light
</a>
</li>
<li class="md-nav__item">
<a href="../phone-locations/" class="md-nav__link">
Phone Locations
</a>
</li>
<li class="md-nav__item">
<a href="../phone-messages/" class="md-nav__link">
Phone Messages
</a>
</li>
<li class="md-nav__item">
<a href="../phone-screen/" class="md-nav__link">
Phone Screen
</a>
</li>
<li class="md-nav__item">
<a href="../phone-wifi-connected/" class="md-nav__link">
Phone WiFI Connected
</a>
</li>
<li class="md-nav__item">
<a href="../phone-wifi-visible/" class="md-nav__link">
Phone WiFI Visible
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--active md-nav__item--nested">
<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_4_3" type="checkbox" id="__nav_4_3" checked>
<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>
<li class="md-nav__item">
<a href="../fitbit-heartrate-summary/" class="md-nav__link">
Fitbit Heart Rate Summary
</a>
</li>
<li class="md-nav__item">
<a href="../fitbit-heartrate-intraday/" class="md-nav__link">
Fitbit Heart Rate Intraday
</a>
</li>
<li class="md-nav__item md-nav__item--active">
<input class="md-nav__toggle md-toggle" data-md-toggle="toc" type="checkbox" id="__toc">
<label class="md-nav__link md-nav__link--active" for="__toc">
Fitbit Sleep Summary
<span class="md-nav__icon md-icon"></span>
</label>
<a href="./" class="md-nav__link md-nav__link--active">
Fitbit Sleep Summary
</a>
<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
<label class="md-nav__title" for="__toc">
<span class="md-nav__icon md-icon"></span>
Table of contents
</label>
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
<li class="md-nav__item">
<a href="#rapids-provider" class="md-nav__link">
RAPIDS provider
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="../fitbit-steps-summary/" class="md-nav__link">
Fitbit Steps Summary
</a>
</li>
<li class="md-nav__item">
<a href="../fitbit-steps-intraday/" class="md-nav__link">
Fitbit Steps Intraday
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="../add-new-features/" class="md-nav__link">
Add New Features
</a>
</li>
</ul>
</nav>
</li>
<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>
<li class="md-nav__item">
<a href="../../visualizations/data-quality-visualizations/" class="md-nav__link">
Data Quality
</a>
</li>
<li class="md-nav__item">
<a href="../../visualizations/feature-visualizations/" class="md-nav__link">
Features
</a>
</li>
</ul>
</nav>
</li>
<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>
<li class="md-nav__item">
<a href="../../developers/git-flow/" class="md-nav__link">
Git Flow
</a>
</li>
<li class="md-nav__item">
<a href="../../developers/remote-support/" class="md-nav__link">
Remote Support
</a>
</li>
<li class="md-nav__item">
<a href="../../developers/virtual-environments/" class="md-nav__link">
Virtual Environments
</a>
</li>
<li class="md-nav__item">
<a href="../../developers/documentation/" class="md-nav__link">
Documentation
</a>
</li>
<li class="md-nav__item">
<a href="../../developers/testing/" class="md-nav__link">
Testing
</a>
</li>
<li class="md-nav__item">
<a href="../../developers/test-cases/" class="md-nav__link">
Test cases
</a>
</li>
</ul>
</nav>
</li>
<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>
<li class="md-nav__item">
<a href="../../migrating-from-old-versions/" class="md-nav__link">
Migrating from beta
</a>
</li>
<li class="md-nav__item">
<a href="../../code_of_conduct/" class="md-nav__link">
Code of Conduct
</a>
</li>
<li class="md-nav__item">
<a href="../../faq/" class="md-nav__link">
FAQ
</a>
</li>
<li class="md-nav__item">
<a href="../../team/" class="md-nav__link">
Team
</a>
</li>
<li class="md-nav__item">
<a href="../../change-log/" class="md-nav__link">
Change Log
</a>
</li>
<li class="md-nav__item">
<a href="../../citation/" class="md-nav__link">
Citation
</a>
</li>
</ul>
</nav>
</li>
</ul>
</nav>
</div>
</div>
</div>
<div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
<div class="md-sidebar__scrollwrap">
<div class="md-sidebar__inner">
<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
<label class="md-nav__title" for="__toc">
<span class="md-nav__icon md-icon"></span>
Table of contents
</label>
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
<li class="md-nav__item">
<a href="#rapids-provider" class="md-nav__link">
RAPIDS provider
</a>
</li>
</ul>
</nav>
</div>
</div>
</div>
<div class="md-content" data-md-component="content">
<article class="md-content__inner md-typeset">
<a href="https://github.com/carissalow/rapids/edit/master/docs/features/fitbit-sleep-summary.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="fitbit-sleep-summary">Fitbit Sleep Summary<a class="headerlink" href="#fitbit-sleep-summary" title="Permanent link">&para;</a></h1>
<p>Sensor parameters description for <code>[FITBIT_SLEEP_SUMMARY]</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 name or file path where the sleep summary data is stored. The configuration keys in <a href="../../setup/configuration/#device-data-source-configuration">Device Data Source Configuration</a> control whether this parameter is interpreted as table or file.</td>
</tr>
</tbody>
</table>
<p>The format of the column(s) containing the Fitbit sensor data can be <code>JSON</code> or <code>PLAIN_TEXT</code>. The data in <code>JSON</code> format is obtained directly from the Fitbit API. We support <code>PLAIN_TEXT</code> in case you already parsed your data and don&rsquo;t have access to your participants&rsquo; Fitbit accounts anymore. If your data is in <code>JSON</code> format then summary and intraday data come packed together. </p>
<p>We provide examples of the input format that RAPIDS expects, note that both examples for <code>JSON</code> and <code>PLAIN_TEXT</code> are tabular and the actual format difference comes in the <code>fitbit_data</code> column (we truncate the <code>JSON</code> example for brevity).</p>
<details class="example"><summary>Example of the structure of source data with Fitbits sleep API Version 1</summary><div class="tabbed-set" data-tabs="1:2"><input checked="checked" id="__tabbed_1_1" name="__tabbed_1" type="radio" /><label for="__tabbed_1_1">JSON</label><div class="tabbed-content">
<table>
<thead>
<tr>
<th>device_id</th>
<th>fitbit_data</th>
</tr>
</thead>
<tbody>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>{&ldquo;sleep&rdquo;: [{&ldquo;awakeCount&rdquo;: 2, &ldquo;awakeDuration&rdquo;: 3, &ldquo;awakeningsCount&rdquo;: 10, &ldquo;dateOfSleep&rdquo;: &ldquo;2020-10-07&rdquo;, &ldquo;duration&rdquo;: 8100000, &ldquo;efficiency&rdquo;: 91, &ldquo;endTime&rdquo;: &ldquo;2020-10-07T18:10:00.000&rdquo;, &ldquo;isMainSleep&rdquo;: true, &ldquo;logId&rdquo;: 14147921940, &ldquo;minuteData&rdquo;: [{&ldquo;dateTime&rdquo;: &ldquo;15:55:00&rdquo;, &ldquo;value&rdquo;: &ldquo;3&rdquo;}, {&ldquo;dateTime&rdquo;: &ldquo;15:56:00&rdquo;, &ldquo;value&rdquo;: &ldquo;3&rdquo;}, {&ldquo;dateTime&rdquo;: &ldquo;15:57:00&rdquo;, &ldquo;value&rdquo;: &ldquo;2&rdquo;},&hellip;], &ldquo;minutesAfterWakeup&rdquo;: 0, &ldquo;minutesAsleep&rdquo;: 123, &ldquo;minutesAwake&rdquo;: 12, &ldquo;minutesToFallAsleep&rdquo;: 0, &ldquo;restlessCount&rdquo;: 8, &ldquo;restlessDuration&rdquo;: 9, &ldquo;startTime&rdquo;: &ldquo;2020-10-07T15:55:00.000&rdquo;, &ldquo;timeInBed&rdquo;: 135}, {&ldquo;awakeCount&rdquo;: 0, &ldquo;awakeDuration&rdquo;: 0, &ldquo;awakeningsCount&rdquo;: 1, &ldquo;dateOfSleep&rdquo;: &ldquo;2020-10-07&rdquo;, &ldquo;duration&rdquo;: 3780000, &ldquo;efficiency&rdquo;: 100, &ldquo;endTime&rdquo;: &ldquo;2020-10-07T10:52:30.000&rdquo;, &ldquo;isMainSleep&rdquo;: false, &ldquo;logId&rdquo;: 14144903977, &ldquo;minuteData&rdquo;: [{&ldquo;dateTime&rdquo;: &ldquo;09:49:00&rdquo;, &ldquo;value&rdquo;: &ldquo;1&rdquo;}, {&ldquo;dateTime&rdquo;: &ldquo;09:50:00&rdquo;, &ldquo;value&rdquo;: &ldquo;1&rdquo;}, {&ldquo;dateTime&rdquo;: &ldquo;09:51:00&rdquo;, &ldquo;value&rdquo;: &ldquo;1&rdquo;},&hellip;], &ldquo;minutesAfterWakeup&rdquo;: 1, &ldquo;minutesAsleep&rdquo;: 62, &ldquo;minutesAwake&rdquo;: 0, &ldquo;minutesToFallAsleep&rdquo;: 0, &ldquo;restlessCount&rdquo;: 1, &ldquo;restlessDuration&rdquo;: 1, &ldquo;startTime&rdquo;: &ldquo;2020-10-07T09:49:00.000&rdquo;, &ldquo;timeInBed&rdquo;: 63}], &ldquo;summary&rdquo;: {&ldquo;totalMinutesAsleep&rdquo;: 185, &ldquo;totalSleepRecords&rdquo;: 2, &ldquo;totalTimeInBed&rdquo;: 198}}</td>
</tr>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>{&ldquo;sleep&rdquo;: [{&ldquo;awakeCount&rdquo;: 3, &ldquo;awakeDuration&rdquo;: 21, &ldquo;awakeningsCount&rdquo;: 16, &ldquo;dateOfSleep&rdquo;: &ldquo;2020-10-08&rdquo;, &ldquo;duration&rdquo;: 19260000, &ldquo;efficiency&rdquo;: 89, &ldquo;endTime&rdquo;: &ldquo;2020-10-08T06:01:30.000&rdquo;, &ldquo;isMainSleep&rdquo;: true, &ldquo;logId&rdquo;: 14150613895, &ldquo;minuteData&rdquo;: [{&ldquo;dateTime&rdquo;: &ldquo;00:40:00&rdquo;, &ldquo;value&rdquo;: &ldquo;3&rdquo;}, {&ldquo;dateTime&rdquo;: &ldquo;00:41:00&rdquo;, &ldquo;value&rdquo;: &ldquo;3&rdquo;}, {&ldquo;dateTime&rdquo;: &ldquo;00:42:00&rdquo;, &ldquo;value&rdquo;: &ldquo;3&rdquo;},&hellip;], &ldquo;minutesAfterWakeup&rdquo;: 0, &ldquo;minutesAsleep&rdquo;: 275, &ldquo;minutesAwake&rdquo;: 33, &ldquo;minutesToFallAsleep&rdquo;: 0, &ldquo;restlessCount&rdquo;: 13, &ldquo;restlessDuration&rdquo;: 25, &ldquo;startTime&rdquo;: &ldquo;2020-10-08T00:40:00.000&rdquo;, &ldquo;timeInBed&rdquo;: 321}], &ldquo;summary&rdquo;: {&ldquo;totalMinutesAsleep&rdquo;: 275, &ldquo;totalSleepRecords&rdquo;: 1, &ldquo;totalTimeInBed&rdquo;: 321}}</td>
</tr>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>{&ldquo;sleep&rdquo;: [{&ldquo;awakeCount&rdquo;: 1, &ldquo;awakeDuration&rdquo;: 3, &ldquo;awakeningsCount&rdquo;: 8, &ldquo;dateOfSleep&rdquo;: &ldquo;2020-10-09&rdquo;, &ldquo;duration&rdquo;: 19320000, &ldquo;efficiency&rdquo;: 96, &ldquo;endTime&rdquo;: &ldquo;2020-10-09T05:57:30.000&rdquo;, &ldquo;isMainSleep&rdquo;: true, &ldquo;logId&rdquo;: 14161136803, &ldquo;minuteData&rdquo;: [{&ldquo;dateTime&rdquo;: &ldquo;00:35:30&rdquo;, &ldquo;value&rdquo;: &ldquo;2&rdquo;}, {&ldquo;dateTime&rdquo;: &ldquo;00:36:30&rdquo;, &ldquo;value&rdquo;: &ldquo;1&rdquo;}, {&ldquo;dateTime&rdquo;: &ldquo;00:37:30&rdquo;, &ldquo;value&rdquo;: &ldquo;1&rdquo;},&hellip;], &ldquo;minutesAfterWakeup&rdquo;: 0, &ldquo;minutesAsleep&rdquo;: 309, &ldquo;minutesAwake&rdquo;: 13, &ldquo;minutesToFallAsleep&rdquo;: 0, &ldquo;restlessCount&rdquo;: 7, &ldquo;restlessDuration&rdquo;: 10, &ldquo;startTime&rdquo;: &ldquo;2020-10-09T00:35:30.000&rdquo;, &ldquo;timeInBed&rdquo;: 322}], &ldquo;summary&rdquo;: {&ldquo;totalMinutesAsleep&rdquo;: 309, &ldquo;totalSleepRecords&rdquo;: 1, &ldquo;totalTimeInBed&rdquo;: 322}}</td>
</tr>
</tbody>
</table>
</div>
<input id="__tabbed_1_2" name="__tabbed_1" type="radio" /><label for="__tabbed_1_2">PLAIN_TEXT</label><div class="tabbed-content">
<p>All columns are mandatory, however, all except <code>device_id</code> and <code>local_date_time</code> can be empty if you don&rsquo;t have that data. Just have in mind that some features will be empty if some of these columns are empty.</p>
<table>
<thead>
<tr>
<th>device_id</th>
<th>local_start_date_time</th>
<th>local_end_date_time</th>
<th>efficiency</th>
<th>minutes_after_wakeup</th>
<th>minutes_asleep</th>
<th>minutes_awake</th>
<th>minutes_to_fall_asleep</th>
<th>minutes_in_bed</th>
<th>is_main_sleep</th>
<th>type</th>
<th>count_awake</th>
<th>duration_awake</th>
<th>count_awakenings</th>
<th>count_restless</th>
<th>duration_restless</th>
</tr>
</thead>
<tbody>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>2020-10-07 15:55:00</td>
<td>2020-10-07 18:10:00</td>
<td>91</td>
<td>0</td>
<td>123</td>
<td>12</td>
<td>0</td>
<td>135</td>
<td>1</td>
<td>classic</td>
<td>2</td>
<td>3</td>
<td>10</td>
<td>8</td>
<td>9</td>
</tr>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>2020-10-07 09:49:00</td>
<td>2020-10-07 10:52:30</td>
<td>100</td>
<td>1</td>
<td>62</td>
<td>0</td>
<td>0</td>
<td>63</td>
<td>0</td>
<td>classic</td>
<td>0</td>
<td>0</td>
<td>1</td>
<td>1</td>
<td>1</td>
</tr>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>2020-10-08 00:40:00</td>
<td>2020-10-08 06:01:30</td>
<td>89</td>
<td>0</td>
<td>275</td>
<td>33</td>
<td>0</td>
<td>321</td>
<td>1</td>
<td>classic</td>
<td>3</td>
<td>21</td>
<td>16</td>
<td>13</td>
<td>25</td>
</tr>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>2020-10-09 00:35:30</td>
<td>2020-10-09 05:57:30</td>
<td>96</td>
<td>0</td>
<td>309</td>
<td>13</td>
<td>0</td>
<td>322</td>
<td>1</td>
<td>classic</td>
<td>1</td>
<td>3</td>
<td>8</td>
<td>7</td>
<td>10</td>
</tr>
</tbody>
</table>
</div>
</div>
</details>
<details class="example"><summary>Example of the structure of source data with Fitbits sleep API Version 1.2</summary><div class="tabbed-set" data-tabs="2:2"><input checked="checked" id="__tabbed_2_1" name="__tabbed_2" type="radio" /><label for="__tabbed_2_1">JSON</label><div class="tabbed-content">
<table>
<thead>
<tr>
<th>device_id</th>
<th>fitbit_data</th>
</tr>
</thead>
<tbody>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>{&ldquo;sleep&rdquo;:[{&ldquo;dateOfSleep&rdquo;:&rdquo;2020-10-10&rdquo;,&rdquo;duration&rdquo;:3600000,&rdquo;efficiency&rdquo;:92,&rdquo;endTime&rdquo;:&rdquo;2020-10-10T16:37:00.000&rdquo;,&rdquo;infoCode&rdquo;:2,&rdquo;isMainSleep&rdquo;:false,&rdquo;levels&rdquo;:{&ldquo;data&rdquo;:[{&ldquo;dateTime&rdquo;:&rdquo;2020-10-10T15:36:30.000&rdquo;,&rdquo;level&rdquo;:&rdquo;restless&rdquo;,&rdquo;seconds&rdquo;:60},{&ldquo;dateTime&rdquo;:&rdquo;2020-10-10T15:37:30.000&rdquo;,&rdquo;level&rdquo;:&rdquo;asleep&rdquo;,&rdquo;seconds&rdquo;:660},{&ldquo;dateTime&rdquo;:&rdquo;2020-10-10T15:48:30.000&rdquo;,&rdquo;level&rdquo;:&rdquo;restless&rdquo;,&rdquo;seconds&rdquo;:60},&hellip;], &ldquo;summary&rdquo;:{&ldquo;asleep&rdquo;:{&ldquo;count&rdquo;:0,&rdquo;minutes&rdquo;:56},&rdquo;awake&rdquo;:{&ldquo;count&rdquo;:0,&rdquo;minutes&rdquo;:0},&rdquo;restless&rdquo;:{&ldquo;count&rdquo;:3,&rdquo;minutes&rdquo;:4}}},&rdquo;logId&rdquo;:26315914306,&rdquo;minutesAfterWakeup&rdquo;:0,&rdquo;minutesAsleep&rdquo;:55,&rdquo;minutesAwake&rdquo;:5,&rdquo;minutesToFallAsleep&rdquo;:0,&rdquo;startTime&rdquo;:&rdquo;2020-10-10T15:36:30.000&rdquo;,&rdquo;timeInBed&rdquo;:60,&rdquo;type&rdquo;:&rdquo;classic&rdquo;},{&ldquo;dateOfSleep&rdquo;:&rdquo;2020-10-10&rdquo;,&rdquo;duration&rdquo;:22980000,&rdquo;efficiency&rdquo;:88,&rdquo;endTime&rdquo;:&rdquo;2020-10-10T08:10:00.000&rdquo;,&rdquo;infoCode&rdquo;:0,&rdquo;isMainSleep&rdquo;:true,&rdquo;levels&rdquo;:{&ldquo;data&rdquo;:[{&ldquo;dateTime&rdquo;:&rdquo;2020-10-10T01:46:30.000&rdquo;,&rdquo;level&rdquo;:&rdquo;light&rdquo;,&rdquo;seconds&rdquo;:420},{&ldquo;dateTime&rdquo;:&rdquo;2020-10-10T01:53:30.000&rdquo;,&rdquo;level&rdquo;:&rdquo;deep&rdquo;,&rdquo;seconds&rdquo;:1230},{&ldquo;dateTime&rdquo;:&rdquo;2020-10-10T02:14:00.000&rdquo;,&rdquo;level&rdquo;:&rdquo;light&rdquo;,&rdquo;seconds&rdquo;:360},&hellip;], &ldquo;summary&rdquo;:{&ldquo;deep&rdquo;:{&ldquo;count&rdquo;:3,&rdquo;minutes&rdquo;:92,&rdquo;thirtyDayAvgMinutes&rdquo;:0},&rdquo;light&rdquo;:{&ldquo;count&rdquo;:29,&rdquo;minutes&rdquo;:193,&rdquo;thirtyDayAvgMinutes&rdquo;:0},&rdquo;rem&rdquo;:{&ldquo;count&rdquo;:4,&rdquo;minutes&rdquo;:33,&rdquo;thirtyDayAvgMinutes&rdquo;:0},&rdquo;wake&rdquo;:{&ldquo;count&rdquo;:28,&rdquo;minutes&rdquo;:65,&rdquo;thirtyDayAvgMinutes&rdquo;:0}}},&rdquo;logId&rdquo;:26311786557,&rdquo;minutesAfterWakeup&rdquo;:0,&rdquo;minutesAsleep&rdquo;:318,&rdquo;minutesAwake&rdquo;:65,&rdquo;minutesToFallAsleep&rdquo;:0,&rdquo;startTime&rdquo;:&rdquo;2020-10-10T01:46:30.000&rdquo;,&rdquo;timeInBed&rdquo;:383,&rdquo;type&rdquo;:&rdquo;stages&rdquo;}],&rdquo;summary&rdquo;:{&ldquo;stages&rdquo;:{&ldquo;deep&rdquo;:92,&rdquo;light&rdquo;:193,&rdquo;rem&rdquo;:33,&rdquo;wake&rdquo;:65},&rdquo;totalMinutesAsleep&rdquo;:373,&rdquo;totalSleepRecords&rdquo;:2,&rdquo;totalTimeInBed&rdquo;:443}}</td>
</tr>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>{&ldquo;sleep&rdquo;:[{&ldquo;dateOfSleep&rdquo;:&rdquo;2020-10-11&rdquo;,&rdquo;duration&rdquo;:41640000,&rdquo;efficiency&rdquo;:89,&rdquo;endTime&rdquo;:&rdquo;2020-10-11T11:47:00.000&rdquo;,&rdquo;infoCode&rdquo;:0,&rdquo;isMainSleep&rdquo;:true,&rdquo;levels&rdquo;:{&ldquo;data&rdquo;:[{&ldquo;dateTime&rdquo;:&rdquo;2020-10-11T00:12:30.000&rdquo;,&rdquo;level&rdquo;:&rdquo;wake&rdquo;,&rdquo;seconds&rdquo;:450},{&ldquo;dateTime&rdquo;:&rdquo;2020-10-11T00:20:00.000&rdquo;,&rdquo;level&rdquo;:&rdquo;light&rdquo;,&rdquo;seconds&rdquo;:870},{&ldquo;dateTime&rdquo;:&rdquo;2020-10-11T00:34:30.000&rdquo;,&rdquo;level&rdquo;:&rdquo;wake&rdquo;,&rdquo;seconds&rdquo;:780},&hellip;], &ldquo;summary&rdquo;:{&ldquo;deep&rdquo;:{&ldquo;count&rdquo;:4,&rdquo;minutes&rdquo;:52,&rdquo;thirtyDayAvgMinutes&rdquo;:62},&rdquo;light&rdquo;:{&ldquo;count&rdquo;:32,&rdquo;minutes&rdquo;:442,&rdquo;thirtyDayAvgMinutes&rdquo;:364},&rdquo;rem&rdquo;:{&ldquo;count&rdquo;:6,&rdquo;minutes&rdquo;:68,&rdquo;thirtyDayAvgMinutes&rdquo;:58},&rdquo;wake&rdquo;:{&ldquo;count&rdquo;:29,&rdquo;minutes&rdquo;:132,&rdquo;thirtyDayAvgMinutes&rdquo;:94}}},&rdquo;logId&rdquo;:26589710670,&rdquo;minutesAfterWakeup&rdquo;:1,&rdquo;minutesAsleep&rdquo;:562,&rdquo;minutesAwake&rdquo;:132,&rdquo;minutesToFallAsleep&rdquo;:0,&rdquo;startTime&rdquo;:&rdquo;2020-10-11T00:12:30.000&rdquo;,&rdquo;timeInBed&rdquo;:694,&rdquo;type&rdquo;:&rdquo;stages&rdquo;}],&rdquo;summary&rdquo;:{&ldquo;stages&rdquo;:{&ldquo;deep&rdquo;:52,&rdquo;light&rdquo;:442,&rdquo;rem&rdquo;:68,&rdquo;wake&rdquo;:132},&rdquo;totalMinutesAsleep&rdquo;:562,&rdquo;totalSleepRecords&rdquo;:1,&rdquo;totalTimeInBed&rdquo;:694}}</td>
</tr>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>{&ldquo;sleep&rdquo;:[{&ldquo;dateOfSleep&rdquo;:&rdquo;2020-10-12&rdquo;,&rdquo;duration&rdquo;:28980000,&rdquo;efficiency&rdquo;:93,&rdquo;endTime&rdquo;:&rdquo;2020-10-12T09:34:30.000&rdquo;,&rdquo;infoCode&rdquo;:0,&rdquo;isMainSleep&rdquo;:true,&rdquo;levels&rdquo;:{&ldquo;data&rdquo;:[{&ldquo;dateTime&rdquo;:&rdquo;2020-10-12T01:31:00.000&rdquo;,&rdquo;level&rdquo;:&rdquo;wake&rdquo;,&rdquo;seconds&rdquo;:600},{&ldquo;dateTime&rdquo;:&rdquo;2020-10-12T01:41:00.000&rdquo;,&rdquo;level&rdquo;:&rdquo;light&rdquo;,&rdquo;seconds&rdquo;:60},{&ldquo;dateTime&rdquo;:&rdquo;2020-10-12T01:42:00.000&rdquo;,&rdquo;level&rdquo;:&rdquo;deep&rdquo;,&rdquo;seconds&rdquo;:2340},&hellip;], &ldquo;summary&rdquo;:{&ldquo;deep&rdquo;:{&ldquo;count&rdquo;:4,&rdquo;minutes&rdquo;:63,&rdquo;thirtyDayAvgMinutes&rdquo;:59},&rdquo;light&rdquo;:{&ldquo;count&rdquo;:27,&rdquo;minutes&rdquo;:257,&rdquo;thirtyDayAvgMinutes&rdquo;:364},&rdquo;rem&rdquo;:{&ldquo;count&rdquo;:5,&rdquo;minutes&rdquo;:94,&rdquo;thirtyDayAvgMinutes&rdquo;:58},&rdquo;wake&rdquo;:{&ldquo;count&rdquo;:24,&rdquo;minutes&rdquo;:69,&rdquo;thirtyDayAvgMinutes&rdquo;:95}}},&rdquo;logId&rdquo;:26589710673,&rdquo;minutesAfterWakeup&rdquo;:0,&rdquo;minutesAsleep&rdquo;:415,&rdquo;minutesAwake&rdquo;:68,&rdquo;minutesToFallAsleep&rdquo;:0,&rdquo;startTime&rdquo;:&rdquo;2020-10-12T01:31:00.000&rdquo;,&rdquo;timeInBed&rdquo;:483,&rdquo;type&rdquo;:&rdquo;stages&rdquo;}],&rdquo;summary&rdquo;:{&ldquo;stages&rdquo;:{&ldquo;deep&rdquo;:63,&rdquo;light&rdquo;:257,&rdquo;rem&rdquo;:94,&rdquo;wake&rdquo;:69},&rdquo;totalMinutesAsleep&rdquo;:415,&rdquo;totalSleepRecords&rdquo;:1,&rdquo;totalTimeInBed&rdquo;:483}}</td>
</tr>
</tbody>
</table>
</div>
<input id="__tabbed_2_2" name="__tabbed_2" type="radio" /><label for="__tabbed_2_2">PLAIN_TEXT</label><div class="tabbed-content">
<p>All columns are mandatory, however, all except <code>device_id</code> and <code>local_date_time</code> can be empty if you don&rsquo;t have that data. Just have in mind that some features will be empty if some of these columns are empty.</p>
<table>
<thead>
<tr>
<th>device_id</th>
<th>local_start_date_time</th>
<th>local_end_date_time</th>
<th>efficiency</th>
<th>minutes_after_wakeup</th>
<th>minutes_asleep</th>
<th>minutes_awake</th>
<th>minutes_to_fall_asleep</th>
<th>minutes_in_bed</th>
<th>is_main_sleep</th>
<th>type</th>
</tr>
</thead>
<tbody>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>2020-10-10 15:36:30</td>
<td>2020-10-10 16:37:00</td>
<td>92</td>
<td>0</td>
<td>55</td>
<td>5</td>
<td>0</td>
<td>60</td>
<td>0</td>
<td>classic</td>
</tr>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>2020-10-10 01:46:30</td>
<td>2020-10-10 08:10:00</td>
<td>88</td>
<td>0</td>
<td>318</td>
<td>65</td>
<td>0</td>
<td>383</td>
<td>1</td>
<td>stages</td>
</tr>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>2020-10-11 00:12:30</td>
<td>2020-10-11 11:47:00</td>
<td>89</td>
<td>1</td>
<td>562</td>
<td>132</td>
<td>0</td>
<td>694</td>
<td>1</td>
<td>stages</td>
</tr>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>2020-10-12 01:31:00</td>
<td>2020-10-12 09:34:30</td>
<td>93</td>
<td>0</td>
<td>415</td>
<td>68</td>
<td>0</td>
<td>483</td>
<td>1</td>
<td>stages</td>
</tr>
</tbody>
</table>
</div>
</div>
</details>
<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 time segments</p>
<ul>
<li>Only available for segments that span 1 or more complete days (e.g. Jan 1<sup>st</sup> 00:00 to Jan 3<sup>rd</sup> 23:59)</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>/fitbit_sleep_summary_raw.csv
- data/raw/<span class="o">{</span>pid<span class="o">}</span>/fitbit_sleep_summary_parsed.csv
- data/raw/<span class="o">{</span>pid<span class="o">}</span>/fitbit_sleep_summary_parsed_with_datetime.csv
- data/interim/<span class="o">{</span>pid<span class="o">}</span>/fitbit_sleep_summary_features/fitbit_sleep_summary_<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>/fitbit_sleep_summary.csv
</code></pre></div>
</div>
<p>Parameters description for <code>[FITBIT_SLEEP_SUMMARY][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>FITBIT_SLEEP_SUMMARY</code> features from the <code>RAPIDS</code> provider</td>
</tr>
<tr>
<td><code>[SLEEP_TYPES]</code></td>
<td>Types of sleep to be included in the feature extraction computation. Fitbit provides 3 types of sleep: <code>main</code>, <code>nap</code>, <code>all</code>.</td>
</tr>
<tr>
<td><code>[FEATURES]</code></td>
<td>Features to be computed from sleep summary data, see table below</td>
</tr>
</tbody>
</table>
<p>Features description for <code>[FITBIT_SLEEP_SUMMARY][PROVIDERS][RAPIDS]</code>:</p>
<table>
<thead>
<tr>
<th>Feature</th>
<th>Units</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>countepisodeTYPE</td>
<td>episodes</td>
<td>Number of sleep episodes for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>avgefficiencyTYPE</td>
<td>scores</td>
<td>Average sleep efficiency for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>sumdurationafterwakeupTYPE</td>
<td>minutes</td>
<td>Total duration the user stayed in bed after waking up for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>sumdurationasleepTYPE</td>
<td>minutes</td>
<td>Total sleep duration for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>sumdurationawakeTYPE</td>
<td>minutes</td>
<td>Total duration the user stayed awake but still in bed for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>sumdurationtofallasleepTYPE</td>
<td>minutes</td>
<td>Total duration the user spent to fall asleep for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>sumdurationinbedTYPE</td>
<td>minutes</td>
<td>Total duration the user stayed in bed (sumdurationtofallasleep + sumdurationawake + sumdurationasleep + sumdurationafterwakeup) for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>avgdurationafterwakeupTYPE</td>
<td>minutes</td>
<td>Average duration the user stayed in bed after waking up for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>avgdurationasleepTYPE</td>
<td>minutes</td>
<td>Average sleep duration for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>avgdurationawakeTYPE</td>
<td>minutes</td>
<td>Average duration the user stayed awake but still in bed for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>avgdurationtofallasleepTYPE</td>
<td>minutes</td>
<td>Average duration the user spent to fall asleep for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>avgdurationinbedTYPE</td>
<td>minutes</td>
<td>Average duration the user stayed in bed (sumdurationtofallasleep + sumdurationawake + sumdurationasleep + sumdurationafterwakeup) for a certain sleep type during a time segment.</td>
</tr>
</tbody>
</table>
<div class="admonition note">
<p class="admonition-title">Assumptions/Observations</p>
<ol>
<li>
<p>There are three sleep types (TYPE): <code>main</code>, <code>nap</code>, <code>all</code>. The <code>all</code> type contains both main sleep and naps.</p>
</li>
<li>
<p>There are two versions of Fitbits sleep API (<a href="https://dev.fitbit.com/build/reference/web-api/sleep-v1/">version 1</a> and <a href="https://dev.fitbit.com/build/reference/web-api/sleep/">version 1.2</a>), and each provides raw sleep data in a different format:</p>
<ul>
<li><em>Count &amp; duration summaries</em>. <code>v1</code> contains <code>count_awake</code>, <code>duration_awake</code>, <code>count_awakenings</code>, <code>count_restless</code>, and <code>duration_restless</code> fields for every sleep record but <code>v1.2</code> does not.</li>
</ul>
</li>
<li>
<p><em>API columns</em>. Features are computed based on the values provided by Fitbits API: <code>efficiency</code>, <code>minutes_after_wakeup</code>, <code>minutes_asleep</code>, <code>minutes_awake</code>, <code>minutes_to_fall_asleep</code>, <code>minutes_in_bed</code>, <code>is_main_sleep</code> and <code>type</code>.</p>
</li>
</ol>
</div>
</article>
</div>
</div>
</main>
<footer class="md-footer">
<nav class="md-footer__inner md-grid" aria-label="Footer">
<a href="../fitbit-heartrate-intraday/" class="md-footer__link md-footer__link--prev" rel="prev">
<div class="md-footer__button md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12z"/></svg>
</div>
<div class="md-footer__title">
<div class="md-ellipsis">
<span class="md-footer__direction">
Previous
</span>
Fitbit Heart Rate Intraday
</div>
</div>
</a>
<a href="../fitbit-steps-summary/" class="md-footer__link md-footer__link--next" rel="next">
<div class="md-footer__title">
<div class="md-ellipsis">
<span class="md-footer__direction">
Next
</span>
Fitbit Steps Summary
</div>
</div>
<div class="md-footer__button md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11H4z"/></svg>
</div>
</a>
</nav>
<div class="md-footer-meta md-typeset">
<div class="md-footer-meta__inner md-grid">
<div class="md-footer-copyright">
<div class="md-footer-copyright__highlight">
Released under AGPL
</div>
Made with
<a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
Material for MkDocs Insiders
</a>
</div>
<div class="md-footer-social">
<a href="https://twitter.com/julio_ui" target="_blank" rel="noopener" title="twitter.com" class="md-footer-social__link">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path d="M459.37 151.716c.325 4.548.325 9.097.325 13.645 0 138.72-105.583 298.558-298.558 298.558-59.452 0-114.68-17.219-161.137-47.106 8.447.974 16.568 1.299 25.34 1.299 49.055 0 94.213-16.568 130.274-44.832-46.132-.975-84.792-31.188-98.112-72.772 6.498.974 12.995 1.624 19.818 1.624 9.421 0 18.843-1.3 27.614-3.573-48.081-9.747-84.143-51.98-84.143-102.985v-1.299c13.969 7.797 30.214 12.67 47.431 13.319-28.264-18.843-46.781-51.005-46.781-87.391 0-19.492 5.197-37.36 14.294-52.954 51.655 63.675 129.3 105.258 216.365 109.807-1.624-7.797-2.599-15.918-2.599-24.04 0-57.828 46.782-104.934 104.934-104.934 30.213 0 57.502 12.67 76.67 33.137 23.715-4.548 46.456-13.32 66.599-25.34-7.798 24.366-24.366 44.833-46.132 57.827 21.117-2.273 41.584-8.122 60.426-16.243-14.292 20.791-32.161 39.308-52.628 54.253z"/></svg>
</a>
</div>
</div>
</div>
</footer>
</div>
<div class="md-dialog" data-md-component="dialog">
<div class="md-dialog__inner md-typeset"></div>
</div>
<script id="__config" type="application/json">{"base": "../..", "features": ["navigation.sections", "search.suggest", "search.highlight"], "translations": {"clipboard.copy": "Copy to clipboard", "clipboard.copied": "Copied to clipboard", "search.config.lang": "en", "search.config.pipeline": "trimmer, stopWordFilter", "search.config.separator": "[\\s\\-]+", "search.placeholder": "Search", "search.result.placeholder": "Type to start searching", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.term.missing": "Missing"}, "search": "../../assets/javascripts/workers/search.d10a1f1d.min.js", "version": {"provider": "mike"}}</script>
<script src="../../assets/javascripts/bundle.9aafa2c6.min.js"></script>
<script src="https://polyfill.io/v3/polyfill.min.js?features=es6"></script>
<script src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
</body>
</html>