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<link rel="canonical" href="https://www.rapids.science/features/phone-screen/">
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<title>Phone Screen - RAPIDS</title>
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<link rel="stylesheet" href="../../assets/stylesheets/main.ec3b3678.min.css">
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Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
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<style>:root{--md-text-font-family:"Roboto";--md-code-font-family:"Roboto Mono"}</style>
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</head>
<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>
<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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<input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
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</a>
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<label class="md-header__button md-icon" for="__drawer">
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<div class="md-header__title" data-md-component="header-title">
<div class="md-header__ellipsis">
<div class="md-header__topic">
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<span class="md-ellipsis">
RAPIDS
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<div class="md-header__topic" data-md-component="header-topic">
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<span class="md-ellipsis">
Phone Screen
</span>
</div>
</div>
</div>
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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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</form>
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Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
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Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
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File Structure
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
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Execution
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
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2021-03-29 16:36:17 +02:00
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Minimal
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
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Analysis
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
<li class="md-nav__item">
<a href="../feature-introduction/" class="md-nav__link">
Introduction
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
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Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
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Phone
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<nav class="md-nav" aria-label="Phone" data-md-level="2">
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Phone
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
<li class="md-nav__item">
<a href="../phone-accelerometer/" class="md-nav__link">
Phone Accelerometer
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</li>
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
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Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
<li class="md-nav__item">
<a href="../phone-activity-recognition/" class="md-nav__link">
Phone Activity Recognition
</a>
</li>
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
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Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
<li class="md-nav__item">
<a href="../phone-applications-foreground/" class="md-nav__link">
Phone Applications Foreground
</a>
</li>
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
<li class="md-nav__item">
<a href="../phone-battery/" class="md-nav__link">
Phone Battery
</a>
</li>
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
<li class="md-nav__item">
<a href="../phone-bluetooth/" class="md-nav__link">
Phone Bluetooth
</a>
</li>
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
<li class="md-nav__item">
<a href="../phone-calls/" class="md-nav__link">
Phone Calls
</a>
</li>
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
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Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
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Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
<li class="md-nav__item">
<a href="../phone-conversation/" class="md-nav__link">
Phone Conversation
</a>
</li>
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
<li class="md-nav__item">
<a href="../phone-data-yield/" class="md-nav__link">
Phone Data Yield
</a>
</li>
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
<li class="md-nav__item">
<a href="../phone-light/" class="md-nav__link">
Phone Light
</a>
</li>
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
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Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
<li class="md-nav__item">
<a href="../phone-locations/" class="md-nav__link">
Phone Locations
</a>
</li>
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
<li class="md-nav__item">
<a href="../phone-messages/" class="md-nav__link">
Phone Messages
</a>
</li>
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
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2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
<li class="md-nav__item md-nav__item--active">
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
<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">
Phone Screen
<span class="md-nav__icon md-icon"></span>
</label>
<a href="./" class="md-nav__link md-nav__link--active">
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Phone Screen
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
</a>
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
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Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
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<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>
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
<li class="md-nav__item">
<a href="#rapids-provider" class="md-nav__link">
RAPIDS provider
</a>
</li>
</ul>
</nav>
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
</li>
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
<li class="md-nav__item">
<a href="../phone-wifi-connected/" class="md-nav__link">
Phone WiFI Connected
</a>
</li>
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
<li class="md-nav__item">
<a href="../phone-wifi-visible/" class="md-nav__link">
Phone WiFI Visible
</a>
</li>
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
</ul>
</nav>
</li>
Deployed a17326a to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2020-12-12 23:19:03 +01:00
Deployed 67e0caa to 0.2 with MkDocs 1.1.2 and mike 0.5.5
2021-03-29 16:36:17 +02:00
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<a href="https://github.com/carissalow/rapids/edit/master/docs/features/phone-screen.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>
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<h1 id="phone-screen">Phone Screen<a class="headerlink" href="#phone-screen" title="Permanent link">&para;</a></h1>
<p>Sensor parameters description for <code>[PHONE_SCREEN]</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 where the screen data is stored</td>
</tr>
</tbody>
</table>
<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 and platforms</p>
<ul>
<li>Available for all time segments</li>
<li>Available for Android and iOS</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>/phone_screen_raw.csv
- data/raw/<span class="o">{</span>pid<span class="o">}</span>/phone_screen_with_datetime.csv
- data/raw/<span class="o">{</span>pid<span class="o">}</span>/phone_screen_with_datetime_unified.csv
- data/interim/<span class="o">{</span>pid<span class="o">}</span>/phone_screen_episodes.csv
- data/interim/<span class="o">{</span>pid<span class="o">}</span>/phone_screen_episodes_resampled.csv
- data/interim/<span class="o">{</span>pid<span class="o">}</span>/phone_screen_episodes_resampled_with_datetime.csv
- data/interim/<span class="o">{</span>pid<span class="o">}</span>/phone_screen_features/phone_screen_<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>/phone_screen.csv
</code></pre></div>
</div>
<p>Parameters description for <code>[PHONE_SCREEN][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;&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>PHONE_SCREEN</code> features from the <code>RAPIDS</code> provider</td>
</tr>
<tr>
<td><code>[FEATURES]</code></td>
<td>Features to be computed, see table below</td>
</tr>
<tr>
<td><code>[REFERENCE_HOUR_FIRST_USE]</code></td>
<td>The reference point from which <code>firstuseafter</code> is to be computed, default is midnight</td>
</tr>
<tr>
<td><code>[IGNORE_EPISODES_SHORTER_THAN]</code></td>
<td>Ignore episodes that are shorter than this threshold (minutes). Set to 0 to disable this filter.</td>
</tr>
<tr>
<td><code>[IGNORE_EPISODES_LONGER_THAN]</code></td>
<td>Ignore episodes that are longer than this threshold (minutes). Set to 0 to disable this filter.</td>
</tr>
<tr>
<td><code>[EPISODE_TYPES]</code></td>
<td>Currently we only support <code>unlock</code> episodes (from when the phone is unlocked until the screen is off)</td>
</tr>
</tbody>
</table>
<p>Features description for <code>[PHONE_SCREEN][PROVIDERS][RAPIDS]</code>:</p>
<table>
<thead>
<tr>
<th>Feature</th>
<th>Units</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>sumduration</td>
<td>minutes</td>
<td>Total duration of all unlock episodes.</td>
</tr>
<tr>
<td>maxduration</td>
<td>minutes</td>
<td>Longest duration of any unlock episode.</td>
</tr>
<tr>
<td>minduration</td>
<td>minutes</td>
<td>Shortest duration of any unlock episode.</td>
</tr>
<tr>
<td>avgduration</td>
<td>minutes</td>
<td>Average duration of all unlock episodes.</td>
</tr>
<tr>
<td>stdduration</td>
<td>minutes</td>
<td>Standard deviation duration of all unlock episodes.</td>
</tr>
<tr>
<td>countepisode</td>
<td>episodes</td>
<td>Number of all unlock episodes</td>
</tr>
</tbody>
</table>
<!-- |episodepersensedminutes |episodes/minute |The ratio between the total number of episodes in an epoch divided by the total time (minutes) the phone was sensing data. -->
<p>|firstuseafter |minutes |Minutes until the first unlock episode.</p>
<div class="admonition note">
<p class="admonition-title">Assumptions/Observations</p>
<ol>
<li>
<p>In Android, <code>lock</code> events can happen right after an <code>off</code> event, after a few seconds of an <code>off</code> event, or never happen depending on the phone's settings, therefore, an <code>unlock</code> episode is defined as the time between an <code>unlock</code> and a <code>off</code> event. In iOS, <code>on</code> and <code>off</code> events do not exist, so an <code>unlock</code> episode is defined as the time between an <code>unlock</code> and a <code>lock</code> event.</p>
</li>
<li>
<p>Events in iOS are recorded reliably albeit some duplicated <code>lock</code> events within milliseconds from each other, so we only keep consecutive unlock/lock pairs. In Android you cand find multiple consecutive <code>unlock</code> or <code>lock</code> events, so we only keep consecutive unlock/off pairs. In our experiments these cases are less than 10% of the screen events collected and this happens because <code>ACTION_SCREEN_OFF</code> and <code>ACTION_SCREEN_ON</code> are <code>sent when the device becomes non-interactive which may have nothing to do with the screen turning off</code>. In addition to unlock/off episodes, in Android it is possible to measure the time spent on the lock screen before an <code>unlock</code> event as well as the total screen time (i.e. <code>ON</code> to <code>OFF</code>) but these are not implemented at the moment.</p>
</li>
<li>
<p>We transform iOS screen events to match Android&rsquo;s format, we replace <code>lock</code> episodes with <code>off</code> episodes (2 with 0) in iOS. However, as mentioned above this is still computing <code>unlock</code> to <code>lock</code> episodes.</p>
</li>
</ol>
</div>
</article>
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