1676 lines
54 KiB
HTML
1676 lines
54 KiB
HTML
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<!doctype html>
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<html lang="en" class="no-js">
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<head>
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<meta charset="utf-8">
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<meta name="viewport" content="width=device-width,initial-scale=1">
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<link rel="canonical" href="https://www.rapids.science/features/fitbit-sleep-summary/">
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<link rel="icon" href="../../assets/images/favicon.png">
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<meta name="generator" content="mkdocs-1.1.2, mkdocs-material-7.0.7+insiders-2.4.0">
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<title>Fitbit Sleep Summary - RAPIDS</title>
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<link rel="stylesheet" href="../../assets/stylesheets/main.ec3b3678.min.css">
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<link rel="stylesheet" href="../../assets/stylesheets/palette.de2705de.min.css">
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<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
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<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Roboto:300,400,400i,700%7CRoboto+Mono&display=fallback">
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<style>:root{--md-text-font-family:"Roboto";--md-code-font-family:"Roboto Mono"}</style>
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<link rel="stylesheet" href="../../stylesheets/extra.css">
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</head>
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<body dir="ltr" data-md-color-scheme="default" data-md-color-primary="blue" data-md-color-accent="blue">
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<script>function __prefix(e){return new URL("../..",location).pathname+"."+e}function __get(e,t=localStorage){return JSON.parse(t.getItem(__prefix(e)))}</script>
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<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>
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<label class="md-overlay" for="__drawer"></label>
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<div data-md-component="skip">
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<a href="#fitbit-sleep-summary" class="md-skip">
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Skip to content
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</a>
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<div data-md-component="announce">
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<div data-md-component="outdated" hidden>
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<aside class="md-banner md-banner--warning">
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<div class="md-banner__inner md-grid md-typeset">
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You're not viewing the latest stable version of RAPIDS.
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<a href="https://www.rapids.science/">
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<strong> Click here to go to latest. </strong>
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<script>var el=document.querySelector("[data-md-component=outdated]"),outdated=__get("__outdated",sessionStorage);!0===outdated&&el&&(el.hidden=!1)</script>
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<header class="md-header" data-md-component="header">
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<nav class="md-header__inner md-grid" aria-label="Header">
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<a href="../.." title="RAPIDS" class="md-header__button md-logo" aria-label="RAPIDS" data-md-component="logo">
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<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>
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<label class="md-header__button md-icon" for="__drawer">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2z"/></svg>
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</label>
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<div class="md-header__title" data-md-component="header-title">
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<div class="md-header__ellipsis">
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<div class="md-header__topic">
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<span class="md-ellipsis">
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RAPIDS
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</span>
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</div>
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<div class="md-header__topic" data-md-component="header-topic">
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<span class="md-ellipsis">
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Fitbit Sleep Summary
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</span>
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</div>
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</div>
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</div>
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<form class="md-header__option" data-md-component="palette">
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<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">
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<label class="md-header__button md-icon" title="Switch to light mode" for="__palette_2" hidden>
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<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>
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</label>
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<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">
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<label class="md-header__button md-icon" title="Switch to dark mode" for="__palette_1" hidden>
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<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>
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</form>
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<label class="md-header__button md-icon" for="__search">
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<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>
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</label>
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<div class="md-search" data-md-component="search" role="dialog">
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<label class="md-search__overlay" for="__search"></label>
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<div class="md-search__inner" role="search">
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<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" required>
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<label class="md-search__icon md-icon" for="__search">
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<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>
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<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>
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</label>
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<nav class="md-search__options" aria-label="Search">
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<button type="reset" class="md-search__icon md-icon" aria-label="Clear" tabindex="-1">
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</button>
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</nav>
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<div class="md-search__suggest" data-md-component="search-suggest"></div>
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</form>
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<div class="md-search__output">
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<div class="md-search__scrollwrap" data-md-scrollfix>
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<div class="md-search-result" data-md-component="search-result">
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<div class="md-search-result__meta">
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Initializing search
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</div>
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<ol class="md-search-result__list"></ol>
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</div>
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</div>
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</div>
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</div>
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</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" data-md-component="source">
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<div class="md-source__icon md-icon">
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<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>
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</div>
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<div class="md-source__repository">
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carissalow/rapids
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</div>
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</a>
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</div>
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</nav>
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</header>
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<div class="md-container" data-md-component="container">
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<main class="md-main" data-md-component="main">
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<div class="md-main__inner md-grid">
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<div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
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<div class="md-sidebar__scrollwrap">
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<div class="md-sidebar__inner">
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<nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
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<label class="md-nav__title" for="__drawer">
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<a href="../.." title="RAPIDS" class="md-nav__button md-logo" aria-label="RAPIDS" data-md-component="logo">
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<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>
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</a>
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RAPIDS
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</label>
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<div class="md-nav__source">
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<a href="https://github.com/carissalow/rapids/" title="Go to repository" class="md-source" data-md-component="source">
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<div class="md-source__icon md-icon">
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<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>
|
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</div>
|
||
<div class="md-source__repository">
|
||
carissalow/rapids
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</div>
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</a>
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</div>
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
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<a href="../.." class="md-nav__link">
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Home
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</a>
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<li class="md-nav__item md-nav__item--section md-nav__item--nested">
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<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_2" type="checkbox" id="__nav_2" >
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<label class="md-nav__link" for="__nav_2">
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Setup
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<span class="md-nav__icon md-icon"></span>
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</label>
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<nav class="md-nav" aria-label="Setup" data-md-level="1">
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<label class="md-nav__title" for="__nav_2">
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<span class="md-nav__icon md-icon"></span>
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Setup
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</label>
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
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<a href="../../file-structure/" class="md-nav__link">
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File Structure
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../setup/installation/" class="md-nav__link">
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Installation
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</a>
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</li>
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<li class="md-nav__item">
|
||
<a href="../../setup/configuration/" class="md-nav__link">
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||
Configuration
|
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</a>
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</li>
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<li class="md-nav__item">
|
||
<a href="../../setup/execution/" class="md-nav__link">
|
||
Execution
|
||
</a>
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item md-nav__item--section md-nav__item--nested">
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<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_3" type="checkbox" id="__nav_3" >
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<label class="md-nav__link" for="__nav_3">
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Example Workflows
|
||
<span class="md-nav__icon md-icon"></span>
|
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</label>
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||
<nav class="md-nav" aria-label="Example Workflows" data-md-level="1">
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<label class="md-nav__title" for="__nav_3">
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<span class="md-nav__icon md-icon"></span>
|
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Example Workflows
|
||
</label>
|
||
<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
|
||
<a href="../../workflow-examples/minimal/" class="md-nav__link">
|
||
Minimal
|
||
</a>
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</li>
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<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">¶</a></h1>
|
||
<p>Sensor parameters description for <code>[FITBIT_SLEEP_SUMMARY]</code>:</p>
|
||
<table>
|
||
<thead>
|
||
<tr>
|
||
<th>Key </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’t have access to your participants’ 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 Fitbit’s 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>{“sleep”: [{“awakeCount”: 2, “awakeDuration”: 3, “awakeningsCount”: 10, “dateOfSleep”: “2020-10-07”, “duration”: 8100000, “efficiency”: 91, “endTime”: “2020-10-07T18:10:00.000”, “isMainSleep”: true, “logId”: 14147921940, “minuteData”: [{“dateTime”: “15:55:00”, “value”: “3”}, {“dateTime”: “15:56:00”, “value”: “3”}, {“dateTime”: “15:57:00”, “value”: “2”},…], “minutesAfterWakeup”: 0, “minutesAsleep”: 123, “minutesAwake”: 12, “minutesToFallAsleep”: 0, “restlessCount”: 8, “restlessDuration”: 9, “startTime”: “2020-10-07T15:55:00.000”, “timeInBed”: 135}, {“awakeCount”: 0, “awakeDuration”: 0, “awakeningsCount”: 1, “dateOfSleep”: “2020-10-07”, “duration”: 3780000, “efficiency”: 100, “endTime”: “2020-10-07T10:52:30.000”, “isMainSleep”: false, “logId”: 14144903977, “minuteData”: [{“dateTime”: “09:49:00”, “value”: “1”}, {“dateTime”: “09:50:00”, “value”: “1”}, {“dateTime”: “09:51:00”, “value”: “1”},…], “minutesAfterWakeup”: 1, “minutesAsleep”: 62, “minutesAwake”: 0, “minutesToFallAsleep”: 0, “restlessCount”: 1, “restlessDuration”: 1, “startTime”: “2020-10-07T09:49:00.000”, “timeInBed”: 63}], “summary”: {“totalMinutesAsleep”: 185, “totalSleepRecords”: 2, “totalTimeInBed”: 198}}</td>
|
||
</tr>
|
||
<tr>
|
||
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
|
||
<td>{“sleep”: [{“awakeCount”: 3, “awakeDuration”: 21, “awakeningsCount”: 16, “dateOfSleep”: “2020-10-08”, “duration”: 19260000, “efficiency”: 89, “endTime”: “2020-10-08T06:01:30.000”, “isMainSleep”: true, “logId”: 14150613895, “minuteData”: [{“dateTime”: “00:40:00”, “value”: “3”}, {“dateTime”: “00:41:00”, “value”: “3”}, {“dateTime”: “00:42:00”, “value”: “3”},…], “minutesAfterWakeup”: 0, “minutesAsleep”: 275, “minutesAwake”: 33, “minutesToFallAsleep”: 0, “restlessCount”: 13, “restlessDuration”: 25, “startTime”: “2020-10-08T00:40:00.000”, “timeInBed”: 321}], “summary”: {“totalMinutesAsleep”: 275, “totalSleepRecords”: 1, “totalTimeInBed”: 321}}</td>
|
||
</tr>
|
||
<tr>
|
||
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
|
||
<td>{“sleep”: [{“awakeCount”: 1, “awakeDuration”: 3, “awakeningsCount”: 8, “dateOfSleep”: “2020-10-09”, “duration”: 19320000, “efficiency”: 96, “endTime”: “2020-10-09T05:57:30.000”, “isMainSleep”: true, “logId”: 14161136803, “minuteData”: [{“dateTime”: “00:35:30”, “value”: “2”}, {“dateTime”: “00:36:30”, “value”: “1”}, {“dateTime”: “00:37:30”, “value”: “1”},…], “minutesAfterWakeup”: 0, “minutesAsleep”: 309, “minutesAwake”: 13, “minutesToFallAsleep”: 0, “restlessCount”: 7, “restlessDuration”: 10, “startTime”: “2020-10-09T00:35:30.000”, “timeInBed”: 322}], “summary”: {“totalMinutesAsleep”: 309, “totalSleepRecords”: 1, “totalTimeInBed”: 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">
|
||
<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 Fitbit’s 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>{“sleep”:[{“dateOfSleep”:”2020-10-10”,”duration”:3600000,”efficiency”:92,”endTime”:”2020-10-10T16:37:00.000”,”infoCode”:2,”isMainSleep”:false,”levels”:{“data”:[{“dateTime”:”2020-10-10T15:36:30.000”,”level”:”restless”,”seconds”:60},{“dateTime”:”2020-10-10T15:37:30.000”,”level”:”asleep”,”seconds”:660},{“dateTime”:”2020-10-10T15:48:30.000”,”level”:”restless”,”seconds”:60},…], “summary”:{“asleep”:{“count”:0,”minutes”:56},”awake”:{“count”:0,”minutes”:0},”restless”:{“count”:3,”minutes”:4}}},”logId”:26315914306,”minutesAfterWakeup”:0,”minutesAsleep”:55,”minutesAwake”:5,”minutesToFallAsleep”:0,”startTime”:”2020-10-10T15:36:30.000”,”timeInBed”:60,”type”:”classic”},{“dateOfSleep”:”2020-10-10”,”duration”:22980000,”efficiency”:88,”endTime”:”2020-10-10T08:10:00.000”,”infoCode”:0,”isMainSleep”:true,”levels”:{“data”:[{“dateTime”:”2020-10-10T01:46:30.000”,”level”:”light”,”seconds”:420},{“dateTime”:”2020-10-10T01:53:30.000”,”level”:”deep”,”seconds”:1230},{“dateTime”:”2020-10-10T02:14:00.000”,”level”:”light”,”seconds”:360},…], “summary”:{“deep”:{“count”:3,”minutes”:92,”thirtyDayAvgMinutes”:0},”light”:{“count”:29,”minutes”:193,”thirtyDayAvgMinutes”:0},”rem”:{“count”:4,”minutes”:33,”thirtyDayAvgMinutes”:0},”wake”:{“count”:28,”minutes”:65,”thirtyDayAvgMinutes”:0}}},”logId”:26311786557,”minutesAfterWakeup”:0,”minutesAsleep”:318,”minutesAwake”:65,”minutesToFallAsleep”:0,”startTime”:”2020-10-10T01:46:30.000”,”timeInBed”:383,”type”:”stages”}],”summary”:{“stages”:{“deep”:92,”light”:193,”rem”:33,”wake”:65},”totalMinutesAsleep”:373,”totalSleepRecords”:2,”totalTimeInBed”:443}}</td>
|
||
</tr>
|
||
<tr>
|
||
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
|
||
<td>{“sleep”:[{“dateOfSleep”:”2020-10-11”,”duration”:41640000,”efficiency”:89,”endTime”:”2020-10-11T11:47:00.000”,”infoCode”:0,”isMainSleep”:true,”levels”:{“data”:[{“dateTime”:”2020-10-11T00:12:30.000”,”level”:”wake”,”seconds”:450},{“dateTime”:”2020-10-11T00:20:00.000”,”level”:”light”,”seconds”:870},{“dateTime”:”2020-10-11T00:34:30.000”,”level”:”wake”,”seconds”:780},…], “summary”:{“deep”:{“count”:4,”minutes”:52,”thirtyDayAvgMinutes”:62},”light”:{“count”:32,”minutes”:442,”thirtyDayAvgMinutes”:364},”rem”:{“count”:6,”minutes”:68,”thirtyDayAvgMinutes”:58},”wake”:{“count”:29,”minutes”:132,”thirtyDayAvgMinutes”:94}}},”logId”:26589710670,”minutesAfterWakeup”:1,”minutesAsleep”:562,”minutesAwake”:132,”minutesToFallAsleep”:0,”startTime”:”2020-10-11T00:12:30.000”,”timeInBed”:694,”type”:”stages”}],”summary”:{“stages”:{“deep”:52,”light”:442,”rem”:68,”wake”:132},”totalMinutesAsleep”:562,”totalSleepRecords”:1,”totalTimeInBed”:694}}</td>
|
||
</tr>
|
||
<tr>
|
||
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
|
||
<td>{“sleep”:[{“dateOfSleep”:”2020-10-12”,”duration”:28980000,”efficiency”:93,”endTime”:”2020-10-12T09:34:30.000”,”infoCode”:0,”isMainSleep”:true,”levels”:{“data”:[{“dateTime”:”2020-10-12T01:31:00.000”,”level”:”wake”,”seconds”:600},{“dateTime”:”2020-10-12T01:41:00.000”,”level”:”light”,”seconds”:60},{“dateTime”:”2020-10-12T01:42:00.000”,”level”:”deep”,”seconds”:2340},…], “summary”:{“deep”:{“count”:4,”minutes”:63,”thirtyDayAvgMinutes”:59},”light”:{“count”:27,”minutes”:257,”thirtyDayAvgMinutes”:364},”rem”:{“count”:5,”minutes”:94,”thirtyDayAvgMinutes”:58},”wake”:{“count”:24,”minutes”:69,”thirtyDayAvgMinutes”:95}}},”logId”:26589710673,”minutesAfterWakeup”:0,”minutesAsleep”:415,”minutesAwake”:68,”minutesToFallAsleep”:0,”startTime”:”2020-10-12T01:31:00.000”,”timeInBed”:483,”type”:”stages”}],”summary”:{“stages”:{“deep”:63,”light”:257,”rem”:94,”wake”:69},”totalMinutesAsleep”:415,”totalSleepRecords”:1,”totalTimeInBed”: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">
|
||
<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">¶</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 </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 Fitbit’s 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 & 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 Fitbit’s 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>
|
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</ol>
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</div>
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