1356 lines
38 KiB
HTML
1356 lines
38 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="shortcut icon" href="../../assets/images/favicon.png">
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<meta name="generator" content="mkdocs-1.1.2, mkdocs-material-6.1.4+insiders-1.9.0">
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<title>Fitbit Steps Intraday - RAPIDS</title>
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<link rel="stylesheet" href="../../assets/stylesheets/main.a2a6bca7.min.css">
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<link rel="stylesheet" href="../../assets/stylesheets/palette.c308bc62.min.css">
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<link href="https://fonts.gstatic.com" rel="preconnect" 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>body,input{font-family:"Roboto",-apple-system,BlinkMacSystemFont,Helvetica,Arial,sans-serif}code,kbd,pre{font-family:"Roboto Mono",SFMono-Regular,Consolas,Menlo,monospace}</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>var palette=JSON.parse(localStorage.getItem("__palette")||"{}");if(void 0!==palette.color)for(var key in palette.color)document.body.setAttribute("data-md-color-"+key,palette.color[key])</script>
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<input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
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<input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
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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-steps-intraday" class="md-skip">
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Skip to content
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</a>
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</div>
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<div data-md-component="announce">
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</div>
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<header class="md-header" data-md-component="header">
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<nav class="md-header-nav md-grid" aria-label="Header">
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<a href="../.." title="RAPIDS" class="md-header-nav__button md-logo" aria-label="RAPIDS">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 18.31V20a2 2 0 01-2 2H7a2 2 0 01-2-2v-3.7c-.46-.18-1.05-.3-2-.3a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V12.3c-.46-.18-1.05-.3-2-.3a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V8.3C4.54 8.12 3.95 8 3 8a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V4a2 2 0 012-2h10a2 2 0 012 2v2.16c1.78.31 2.54.97 2.71 1.13.39.39.39 1.03 0 1.42-.39.39-.91.38-1.42 0 0 0-1.04-.71-3.29-.71-1.26 0-2.09.41-3.05.9-1.04.51-2.21 1.1-3.95 1.1-.36 0-.69 0-1-.04V7.95c.3.05.63.05 1 .05 1.26 0 2.09-.41 3.05-.89C14.09 6.59 15.27 6 17 6V4H7v16h10v-2c1.5 0 1.97.29 2 .31M17 10c-1.73 0-2.91.59-3.95 1.11-.96.48-1.79.89-3.05.89-.37 0-.7 0-1-.05v2.01c.31.04.64.04 1 .04 1.74 0 2.91-.59 3.95-1.1.96-.48 1.79-.9 3.05-.9 2.25 0 3.29.71 3.29.71.51.39 1.03.39 1.42 0 .39-.39.39-1.02 0-1.42C21.5 11.08 20.25 10 17 10m0 4c-1.73 0-2.91.59-3.95 1.11-.96.48-1.79.89-3.05.89-.37 0-.7 0-1-.05v2.01c.31.04.64.04 1 .04 1.74 0 2.91-.59 3.95-1.1.96-.48 1.79-.9 3.05-.9 2.25 0 3.29.71 3.29.71.51.39 1.03.39 1.42 0 .39-.39.39-1.02 0-1.42C21.5 15.08 20.25 14 17 14z"/></svg>
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</a>
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<label class="md-header-nav__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-nav__title" data-md-component="header-title">
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<div class="md-header-nav__ellipsis">
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<div class="md-header-nav__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-nav__topic" data-md-component="header-topic">
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<span class="md-ellipsis">
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Fitbit Steps Intraday
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</span>
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</div>
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</div>
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</div>
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<div class="md-header-nav__options">
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<button class="md-header-nav__button md-icon" title="Switch to light mode" aria-label="Switch to light mode" data-md-option="palette" data-md-color-scheme="default" data-md-color-primary="blue" data-md-color-accent="blue" data-md-state="hidden">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M17 7H7a5 5 0 00-5 5 5 5 0 005 5h10a5 5 0 005-5 5 5 0 00-5-5m0 8a3 3 0 01-3-3 3 3 0 013-3 3 3 0 013 3 3 3 0 01-3 3z"/></svg>
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</button>
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<button class="md-header-nav__button md-icon" title="Switch to dark mode" aria-label="Switch to dark mode" data-md-option="palette" data-md-color-scheme="slate" data-md-color-primary="blue" data-md-color-accent="blue" data-md-state="hidden">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M7 10a2 2 0 012 2 2 2 0 01-2 2 2 2 0 01-2-2 2 2 0 012-2m10-3a5 5 0 015 5 5 5 0 01-5 5H7a5 5 0 01-5-5 5 5 0 015-5h10M7 9a3 3 0 00-3 3 3 3 0 003 3h10a3 3 0 003-3 3 3 0 00-3-3H7z"/></svg>
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</button>
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</div>
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<label class="md-header-nav__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 0116 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 0 019.5 16 6.5 6.5 0 013 9.5 6.5 6.5 0 019.5 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" data-md-state="active">
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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 0116 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 0 019.5 16 6.5 6.5 0 013 9.5 6.5 6.5 0 019.5 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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<button type="reset" class="md-search__icon md-icon" aria-label="Clear" data-md-component="search-reset" tabindex="-1">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41L17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12 19 6.41z"/></svg>
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</button>
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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-nav__source">
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<a href="https://github.com/carissalow/rapids/" title="Go to repository" class="md-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="M439.55 236.05L244 40.45a28.87 28.87 0 00-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 01-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 000 40.81l195.61 195.6a28.86 28.86 0 0040.8 0l194.69-194.69a28.86 28.86 0 000-40.81z"/></svg>
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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="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">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 18.31V20a2 2 0 01-2 2H7a2 2 0 01-2-2v-3.7c-.46-.18-1.05-.3-2-.3a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V12.3c-.46-.18-1.05-.3-2-.3a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V8.3C4.54 8.12 3.95 8 3 8a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V4a2 2 0 012-2h10a2 2 0 012 2v2.16c1.78.31 2.54.97 2.71 1.13.39.39.39 1.03 0 1.42-.39.39-.91.38-1.42 0 0 0-1.04-.71-3.29-.71-1.26 0-2.09.41-3.05.9-1.04.51-2.21 1.1-3.95 1.1-.36 0-.69 0-1-.04V7.95c.3.05.63.05 1 .05 1.26 0 2.09-.41 3.05-.89C14.09 6.59 15.27 6 17 6V4H7v16h10v-2c1.5 0 1.97.29 2 .31M17 10c-1.73 0-2.91.59-3.95 1.11-.96.48-1.79.89-3.05.89-.37 0-.7 0-1-.05v2.01c.31.04.64.04 1 .04 1.74 0 2.91-.59 3.95-1.1.96-.48 1.79-.9 3.05-.9 2.25 0 3.29.71 3.29.71.51.39 1.03.39 1.42 0 .39-.39.39-1.02 0-1.42C21.5 11.08 20.25 10 17 10m0 4c-1.73 0-2.91.59-3.95 1.11-.96.48-1.79.89-3.05.89-.37 0-.7 0-1-.05v2.01c.31.04.64.04 1 .04 1.74 0 2.91-.59 3.95-1.1.96-.48 1.79-.9 3.05-.9 2.25 0 3.29.71 3.29.71.51.39 1.03.39 1.42 0 .39-.39.39-1.02 0-1.42C21.5 15.08 20.25 14 17 14z"/></svg>
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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">
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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="M439.55 236.05L244 40.45a28.87 28.87 0 00-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 01-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 000 40.81l195.61 195.6a28.86 28.86 0 0040.8 0l194.69-194.69a28.86 28.86 0 000-40.81z"/></svg>
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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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<ul class="md-nav__list" data-md-scrollfix>
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<a href="../.." class="md-nav__link">
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Home
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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 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">
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<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">
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<a href="../../setup/execution/" class="md-nav__link">
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Execution
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</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
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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="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
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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="../../workflow-examples/minimal/" class="md-nav__link">
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Minimal
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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="../../workflow-examples/analysis/" class="md-nav__link">
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Analysis
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</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--active md-nav__item--section md-nav__item--nested">
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<input class="md-nav__toggle md-toggle" data-md-toggle="nav-4" type="checkbox" id="nav-4" checked>
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<label class="md-nav__link" for="nav-4">
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Behavioral Features
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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="Behavioral Features" data-md-level="1">
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<label class="md-nav__title" for="nav-4">
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<span class="md-nav__icon md-icon"></span>
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Behavioral Features
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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="../feature-introduction/" class="md-nav__link">
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Introduction
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</a>
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</li>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle" data-md-toggle="nav-4-2" type="checkbox" id="nav-4-2" >
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<label class="md-nav__link" for="nav-4-2">
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<a href="https://github.com/carissalow/rapids/edit/master/docs/features/fitbit-steps-intraday.md" title="Edit this page" class="md-content__button md-icon">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25z"/></svg>
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<h1 id="fitbit-steps-intraday">Fitbit Steps Intraday<a class="headerlink" href="#fitbit-steps-intraday" title="Permanent link">¶</a></h1>
|
|
<p>Sensor parameters description for <code>[FITBIT_STEPS_INTRADAY]</code>:</p>
|
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<table>
|
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<thead>
|
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<tr>
|
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<th>Key </th>
|
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<th>Description</th>
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</tr>
|
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</thead>
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<tbody>
|
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<tr>
|
|
<td><code>[TABLE]</code></td>
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<td>Database table name or file path where the steps intraday 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>
|
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</tr>
|
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</tbody>
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</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</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">
|
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<table>
|
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<thead>
|
|
<tr>
|
|
<th>device_id</th>
|
|
<th>fitbit_data</th>
|
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</tr>
|
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</thead>
|
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<tbody>
|
|
<tr>
|
|
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
|
|
<td>“activities-steps”:[{“dateTime”:”2020-10-07”,”value”:”1775”}],”activities-steps-intraday”:{“dataset”:[{“time”:”00:00:00”,”value”:5},{“time”:”00:01:00”,”value”:3},{“time”:”00:02:00”,”value”:0},…],”datasetInterval”:1,”datasetType”:”minute”}}</td>
|
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</tr>
|
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<tr>
|
|
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
|
|
<td>“activities-steps”:[{“dateTime”:”2020-10-08”,”value”:”3201”}],”activities-steps-intraday”:{“dataset”:[{“time”:”00:00:00”,”value”:14},{“time”:”00:01:00”,”value”:11},{“time”:”00:02:00”,”value”:10},…],”datasetInterval”:1,”datasetType”:”minute”}}</td>
|
|
</tr>
|
|
<tr>
|
|
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
|
|
<td>“activities-steps”:[{“dateTime”:”2020-10-09”,”value”:”998”}],”activities-steps-intraday”:{“dataset”:[{“time”:”00:00:00”,”value”:0},{“time”:”00:01:00”,”value”:0},{“time”:”00:02:00”,”value”:0},…],”datasetInterval”:1,”datasetType”:”minute”}}</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_date_time</th>
|
|
<th>steps</th>
|
|
</tr>
|
|
</thead>
|
|
<tbody>
|
|
<tr>
|
|
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
|
|
<td>2020-10-07 00:00:00</td>
|
|
<td>5</td>
|
|
</tr>
|
|
<tr>
|
|
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
|
|
<td>2020-10-07 00:01:00</td>
|
|
<td>3</td>
|
|
</tr>
|
|
<tr>
|
|
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
|
|
<td>2020-10-07 00:02:00</td>
|
|
<td>0</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>Available for all time segments</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_steps_intraday_raw.csv
|
|
- data/raw/<span class="o">{</span>pid<span class="o">}</span>/fitbit_steps_intraday_parsed.csv
|
|
- data/raw/<span class="o">{</span>pid<span class="o">}</span>/fitbit_steps_intraday_parsed_with_datetime.csv
|
|
- data/interim/<span class="o">{</span>pid<span class="o">}</span>/fitbit_steps_intraday_features/fitbit_steps_intraday_<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_steps_intraday.csv
|
|
</code></pre></div>
|
|
</div>
|
|
<p>Parameters description for <code>[FITBIT_STEPS_INTRADAY][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_STEPS_INTRADAY</code> features from the <code>RAPIDS</code> provider</td>
|
|
</tr>
|
|
<tr>
|
|
<td><code>[FEATURES]</code></td>
|
|
<td>Features to be computed from steps intraday data, see table below</td>
|
|
</tr>
|
|
<tr>
|
|
<td><code>[THRESHOLD_ACTIVE_BOUT]</code></td>
|
|
<td>Every minute with Fitbit steps data wil be labelled as <code>sedentary</code> if its step count is below this threshold, otherwise, <code>active</code>.</td>
|
|
</tr>
|
|
<tr>
|
|
<td><code>[INCLUDE_ZERO_STEP_ROWS]</code></td>
|
|
<td>Whether or not to include time segments with a 0 step count during the whole day.</td>
|
|
</tr>
|
|
</tbody>
|
|
</table>
|
|
<p>Features description for <code>[FITBIT_STEPS_INTRADAY][PROVIDERS][RAPIDS]</code>:</p>
|
|
<table>
|
|
<thead>
|
|
<tr>
|
|
<th>Feature</th>
|
|
<th>Units</th>
|
|
<th>Description</th>
|
|
</tr>
|
|
</thead>
|
|
<tbody>
|
|
<tr>
|
|
<td>sumsteps</td>
|
|
<td>steps</td>
|
|
<td>The total step count during a time segment.</td>
|
|
</tr>
|
|
<tr>
|
|
<td>maxsteps</td>
|
|
<td>steps</td>
|
|
<td>The maximum step count during a time segment.</td>
|
|
</tr>
|
|
<tr>
|
|
<td>minsteps</td>
|
|
<td>steps</td>
|
|
<td>The minimum step count during a time segment.</td>
|
|
</tr>
|
|
<tr>
|
|
<td>avgsteps</td>
|
|
<td>steps</td>
|
|
<td>The average step count during a time segment.</td>
|
|
</tr>
|
|
<tr>
|
|
<td>stdsteps</td>
|
|
<td>steps</td>
|
|
<td>The standard deviation of step count during a time segment.</td>
|
|
</tr>
|
|
<tr>
|
|
<td>countepisodesedentarybout</td>
|
|
<td>bouts</td>
|
|
<td>Number of sedentary bouts during a time segment.</td>
|
|
</tr>
|
|
<tr>
|
|
<td>sumdurationsedentarybout</td>
|
|
<td>minutes</td>
|
|
<td>Total duration of all sedentary bouts during a time segment.</td>
|
|
</tr>
|
|
<tr>
|
|
<td>maxdurationsedentarybout</td>
|
|
<td>minutes</td>
|
|
<td>The maximum duration of any sedentary bout during a time segment.</td>
|
|
</tr>
|
|
<tr>
|
|
<td>mindurationsedentarybout</td>
|
|
<td>minutes</td>
|
|
<td>The minimum duration of any sedentary bout during a time segment.</td>
|
|
</tr>
|
|
<tr>
|
|
<td>avgdurationsedentarybout</td>
|
|
<td>minutes</td>
|
|
<td>The average duration of sedentary bouts during a time segment.</td>
|
|
</tr>
|
|
<tr>
|
|
<td>stddurationsedentarybout</td>
|
|
<td>minutes</td>
|
|
<td>The standard deviation of the duration of sedentary bouts during a time segment.</td>
|
|
</tr>
|
|
<tr>
|
|
<td>countepisodeactivebout</td>
|
|
<td>bouts</td>
|
|
<td>Number of active bouts during a time segment.</td>
|
|
</tr>
|
|
<tr>
|
|
<td>sumdurationactivebout</td>
|
|
<td>minutes</td>
|
|
<td>Total duration of all active bouts during a time segment.</td>
|
|
</tr>
|
|
<tr>
|
|
<td>maxdurationactivebout</td>
|
|
<td>minutes</td>
|
|
<td>The maximum duration of any active bout during a time segment.</td>
|
|
</tr>
|
|
<tr>
|
|
<td>mindurationactivebout</td>
|
|
<td>minutes</td>
|
|
<td>The minimum duration of any active bout during a time segment.</td>
|
|
</tr>
|
|
<tr>
|
|
<td>avgdurationactivebout</td>
|
|
<td>minutes</td>
|
|
<td>The average duration of active bouts during a time segment.</td>
|
|
</tr>
|
|
<tr>
|
|
<td>stddurationactivebout</td>
|
|
<td>minutes</td>
|
|
<td>The standard deviation of the duration of active bouts during a time segment.</td>
|
|
</tr>
|
|
</tbody>
|
|
</table>
|
|
<div class="admonition note">
|
|
<p class="admonition-title">Assumptions/Observations</p>
|
|
<ol>
|
|
<li><em>Active and sedentary bouts</em>. If the step count per minute is smaller than <code>THRESHOLD_ACTIVE_BOUT</code> (default value is 10), that minute is labelled as sedentary, otherwise, is labelled as active. Active and sedentary bouts are periods of consecutive minutes labelled as <code>active</code> or <code>sedentary</code>.</li>
|
|
</ol>
|
|
</div>
|
|
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