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2020-12-21 00:38:09 +01:00
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RAPIDS provider
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<div class="md-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>
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<h1 id="fitbit-sleep-summary">Fitbit Sleep Summary<a class="headerlink" href="#fitbit-sleep-summary" title="Permanent link">&para;</a></h1>
<p>Sensor parameters description for <code>[FITBIT_SLEEP_SUMMARY]</code>:</p>
<table>
<thead>
<tr>
<th>Key&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>[TABLE]</code></td>
<td>Database table name or file path where the sleep summary data is stored. The configuration keys in <a href="../../setup/configuration/#device-data-source-configuration">Device Data Source Configuration</a> control whether this parameter is interpreted as table or file.</td>
</tr>
</tbody>
</table>
<p>The format of the column(s) containing the Fitbit sensor data can be <code>JSON</code> or <code>PLAIN_TEXT</code>. The data in <code>JSON</code> format is obtained directly from the Fitbit API. We support <code>PLAIN_TEXT</code> in case you already parsed your data and don&rsquo;t have access to your participants&rsquo; Fitbit accounts anymore. If your data is in <code>JSON</code> format then summary and intraday data come packed together. </p>
<p>We provide examples of the input format that RAPIDS expects, note that both examples for <code>JSON</code> and <code>PLAIN_TEXT</code> are tabular and the actual format difference comes in the <code>fitbit_data</code> column (we truncate the <code>JSON</code> example for brevity).</p>
<details class="example"><summary>Example of the structure of source data with 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>{&ldquo;sleep&rdquo;: [{&ldquo;awakeCount&rdquo;: 2, &ldquo;awakeDuration&rdquo;: 3, &ldquo;awakeningsCount&rdquo;: 10, &ldquo;dateOfSleep&rdquo;: &ldquo;2020-10-07&rdquo;, &ldquo;duration&rdquo;: 8100000, &ldquo;efficiency&rdquo;: 91, &ldquo;endTime&rdquo;: &ldquo;2020-10-07T18:10:00.000&rdquo;, &ldquo;isMainSleep&rdquo;: true, &ldquo;logId&rdquo;: 14147921940, &ldquo;minuteData&rdquo;: [{&ldquo;dateTime&rdquo;: &ldquo;15:55:00&rdquo;, &ldquo;value&rdquo;: &ldquo;3&rdquo;}, {&ldquo;dateTime&rdquo;: &ldquo;15:56:00&rdquo;, &ldquo;value&rdquo;: &ldquo;3&rdquo;}, {&ldquo;dateTime&rdquo;: &ldquo;15:57:00&rdquo;, &ldquo;value&rdquo;: &ldquo;2&rdquo;},&hellip;], &ldquo;minutesAfterWakeup&rdquo;: 0, &ldquo;minutesAsleep&rdquo;: 123, &ldquo;minutesAwake&rdquo;: 12, &ldquo;minutesToFallAsleep&rdquo;: 0, &ldquo;restlessCount&rdquo;: 8, &ldquo;restlessDuration&rdquo;: 9, &ldquo;startTime&rdquo;: &ldquo;2020-10-07T15:55:00.000&rdquo;, &ldquo;timeInBed&rdquo;: 135}, {&ldquo;awakeCount&rdquo;: 0, &ldquo;awakeDuration&rdquo;: 0, &ldquo;awakeningsCount&rdquo;: 1, &ldquo;dateOfSleep&rdquo;: &ldquo;2020-10-07&rdquo;, &ldquo;duration&rdquo;: 3780000, &ldquo;efficiency&rdquo;: 100, &ldquo;endTime&rdquo;: &ldquo;2020-10-07T10:52:30.000&rdquo;, &ldquo;isMainSleep&rdquo;: false, &ldquo;logId&rdquo;: 14144903977, &ldquo;minuteData&rdquo;: [{&ldquo;dateTime&rdquo;: &ldquo;09:49:00&rdquo;, &ldquo;value&rdquo;: &ldquo;1&rdquo;}, {&ldquo;dateTime&rdquo;: &ldquo;09:50:00&rdquo;, &ldquo;value&rdquo;: &ldquo;1&rdquo;}, {&ldquo;dateTime&rdquo;: &ldquo;09:51:00&rdquo;, &ldquo;value&rdquo;: &ldquo;1&rdquo;},&hellip;], &ldquo;minutesAfterWakeup&rdquo;: 1, &ldquo;minutesAsleep&rdquo;: 62, &ldquo;minutesAwake&rdquo;: 0, &ldquo;minutesToFallAsleep&rdquo;: 0, &ldquo;restlessCount&rdquo;: 1, &ldquo;restlessDuration&rdquo;: 1, &ldquo;startTime&rdquo;: &ldquo;2020-10-07T09:49:00.000&rdquo;, &ldquo;timeInBed&rdquo;: 63}], &ldquo;summary&rdquo;: {&ldquo;totalMinutesAsleep&rdquo;: 185, &ldquo;totalSleepRecords&rdquo;: 2, &ldquo;totalTimeInBed&rdquo;: 198}}</td>
</tr>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>{&ldquo;sleep&rdquo;: [{&ldquo;awakeCount&rdquo;: 3, &ldquo;awakeDuration&rdquo;: 21, &ldquo;awakeningsCount&rdquo;: 16, &ldquo;dateOfSleep&rdquo;: &ldquo;2020-10-08&rdquo;, &ldquo;duration&rdquo;: 19260000, &ldquo;efficiency&rdquo;: 89, &ldquo;endTime&rdquo;: &ldquo;2020-10-08T06:01:30.000&rdquo;, &ldquo;isMainSleep&rdquo;: true, &ldquo;logId&rdquo;: 14150613895, &ldquo;minuteData&rdquo;: [{&ldquo;dateTime&rdquo;: &ldquo;00:40:00&rdquo;, &ldquo;value&rdquo;: &ldquo;3&rdquo;}, {&ldquo;dateTime&rdquo;: &ldquo;00:41:00&rdquo;, &ldquo;value&rdquo;: &ldquo;3&rdquo;}, {&ldquo;dateTime&rdquo;: &ldquo;00:42:00&rdquo;, &ldquo;value&rdquo;: &ldquo;3&rdquo;},&hellip;], &ldquo;minutesAfterWakeup&rdquo;: 0, &ldquo;minutesAsleep&rdquo;: 275, &ldquo;minutesAwake&rdquo;: 33, &ldquo;minutesToFallAsleep&rdquo;: 0, &ldquo;restlessCount&rdquo;: 13, &ldquo;restlessDuration&rdquo;: 25, &ldquo;startTime&rdquo;: &ldquo;2020-10-08T00:40:00.000&rdquo;, &ldquo;timeInBed&rdquo;: 321}], &ldquo;summary&rdquo;: {&ldquo;totalMinutesAsleep&rdquo;: 275, &ldquo;totalSleepRecords&rdquo;: 1, &ldquo;totalTimeInBed&rdquo;: 321}}</td>
</tr>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>{&ldquo;sleep&rdquo;: [{&ldquo;awakeCount&rdquo;: 1, &ldquo;awakeDuration&rdquo;: 3, &ldquo;awakeningsCount&rdquo;: 8, &ldquo;dateOfSleep&rdquo;: &ldquo;2020-10-09&rdquo;, &ldquo;duration&rdquo;: 19320000, &ldquo;efficiency&rdquo;: 96, &ldquo;endTime&rdquo;: &ldquo;2020-10-09T05:57:30.000&rdquo;, &ldquo;isMainSleep&rdquo;: true, &ldquo;logId&rdquo;: 14161136803, &ldquo;minuteData&rdquo;: [{&ldquo;dateTime&rdquo;: &ldquo;00:35:30&rdquo;, &ldquo;value&rdquo;: &ldquo;2&rdquo;}, {&ldquo;dateTime&rdquo;: &ldquo;00:36:30&rdquo;, &ldquo;value&rdquo;: &ldquo;1&rdquo;}, {&ldquo;dateTime&rdquo;: &ldquo;00:37:30&rdquo;, &ldquo;value&rdquo;: &ldquo;1&rdquo;},&hellip;], &ldquo;minutesAfterWakeup&rdquo;: 0, &ldquo;minutesAsleep&rdquo;: 309, &ldquo;minutesAwake&rdquo;: 13, &ldquo;minutesToFallAsleep&rdquo;: 0, &ldquo;restlessCount&rdquo;: 7, &ldquo;restlessDuration&rdquo;: 10, &ldquo;startTime&rdquo;: &ldquo;2020-10-09T00:35:30.000&rdquo;, &ldquo;timeInBed&rdquo;: 322}], &ldquo;summary&rdquo;: {&ldquo;totalMinutesAsleep&rdquo;: 309, &ldquo;totalSleepRecords&rdquo;: 1, &ldquo;totalTimeInBed&rdquo;: 322}}</td>
</tr>
</tbody>
</table>
</div>
<input id="__tabbed_1_2" name="__tabbed_1" type="radio" /><label for="__tabbed_1_2">PLAIN_TEXT</label><div class="tabbed-content">
<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>{&ldquo;sleep&rdquo;:[{&ldquo;dateOfSleep&rdquo;:&rdquo;2020-10-10&rdquo;,&rdquo;duration&rdquo;:3600000,&rdquo;efficiency&rdquo;:92,&rdquo;endTime&rdquo;:&rdquo;2020-10-10T16:37:00.000&rdquo;,&rdquo;infoCode&rdquo;:2,&rdquo;isMainSleep&rdquo;:false,&rdquo;levels&rdquo;:{&ldquo;data&rdquo;:[{&ldquo;dateTime&rdquo;:&rdquo;2020-10-10T15:36:30.000&rdquo;,&rdquo;level&rdquo;:&rdquo;restless&rdquo;,&rdquo;seconds&rdquo;:60},{&ldquo;dateTime&rdquo;:&rdquo;2020-10-10T15:37:30.000&rdquo;,&rdquo;level&rdquo;:&rdquo;asleep&rdquo;,&rdquo;seconds&rdquo;:660},{&ldquo;dateTime&rdquo;:&rdquo;2020-10-10T15:48:30.000&rdquo;,&rdquo;level&rdquo;:&rdquo;restless&rdquo;,&rdquo;seconds&rdquo;:60},&hellip;], &ldquo;summary&rdquo;:{&ldquo;asleep&rdquo;:{&ldquo;count&rdquo;:0,&rdquo;minutes&rdquo;:56},&rdquo;awake&rdquo;:{&ldquo;count&rdquo;:0,&rdquo;minutes&rdquo;:0},&rdquo;restless&rdquo;:{&ldquo;count&rdquo;:3,&rdquo;minutes&rdquo;:4}}},&rdquo;logId&rdquo;:26315914306,&rdquo;minutesAfterWakeup&rdquo;:0,&rdquo;minutesAsleep&rdquo;:55,&rdquo;minutesAwake&rdquo;:5,&rdquo;minutesToFallAsleep&rdquo;:0,&rdquo;startTime&rdquo;:&rdquo;2020-10-10T15:36:30.000&rdquo;,&rdquo;timeInBed&rdquo;:60,&rdquo;type&rdquo;:&rdquo;classic&rdquo;},{&ldquo;dateOfSleep&rdquo;:&rdquo;2020-10-10&rdquo;,&rdquo;duration&rdquo;:22980000,&rdquo;efficiency&rdquo;:88,&rdquo;endTime&rdquo;:&rdquo;2020-10-10T08:10:00.000&rdquo;,&rdquo;infoCode&rdquo;:0,&rdquo;isMainSleep&rdquo;:true,&rdquo;levels&rdquo;:{&ldquo;data&rdquo;:[{&ldquo;dateTime&rdquo;:&rdquo;2020-10-10T01:46:30.000&rdquo;,&rdquo;level&rdquo;:&rdquo;light&rdquo;,&rdquo;seconds&rdquo;:420},{&ldquo;dateTime&rdquo;:&rdquo;2020-10-10T01:53:30.000&rdquo;,&rdquo;level&rdquo;:&rdquo;deep&rdquo;,&rdquo;seconds&rdquo;:1230},{&ldquo;dateTime&rdquo;:&rdquo;2020-10-10T02:14:00.000&rdquo;,&rdquo;level&rdquo;:&rdquo;light&rdquo;,&rdquo;seconds&rdquo;:360},&hellip;], &ldquo;summary&rdquo;:{&ldquo;deep&rdquo;:{&ldquo;count&rdquo;:3,&rdquo;minutes&rdquo;:92,&rdquo;thirtyDayAvgMinutes&rdquo;:0},&rdquo;light&rdquo;:{&ldquo;count&rdquo;:29,&rdquo;minutes&rdquo;:193,&rdquo;thirtyDayAvgMinutes&rdquo;:0},&rdquo;rem&rdquo;:{&ldquo;count&rdquo;:4,&rdquo;minutes&rdquo;:33,&rdquo;thirtyDayAvgMinutes&rdquo;:0},&rdquo;wake&rdquo;:{&ldquo;count&rdquo;:28,&rdquo;minutes&rdquo;:65,&rdquo;thirtyDayAvgMinutes&rdquo;:0}}},&rdquo;logId&rdquo;:26311786557,&rdquo;minutesAfterWakeup&rdquo;:0,&rdquo;minutesAsleep&rdquo;:318,&rdquo;minutesAwake&rdquo;:65,&rdquo;minutesToFallAsleep&rdquo;:0,&rdquo;startTime&rdquo;:&rdquo;2020-10-10T01:46:30.000&rdquo;,&rdquo;timeInBed&rdquo;:383,&rdquo;type&rdquo;:&rdquo;stages&rdquo;}],&rdquo;summary&rdquo;:{&ldquo;stages&rdquo;:{&ldquo;deep&rdquo;:92,&rdquo;light&rdquo;:193,&rdquo;rem&rdquo;:33,&rdquo;wake&rdquo;:65},&rdquo;totalMinutesAsleep&rdquo;:373,&rdquo;totalSleepRecords&rdquo;:2,&rdquo;totalTimeInBed&rdquo;:443}}</td>
</tr>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>{&ldquo;sleep&rdquo;:[{&ldquo;dateOfSleep&rdquo;:&rdquo;2020-10-11&rdquo;,&rdquo;duration&rdquo;:41640000,&rdquo;efficiency&rdquo;:89,&rdquo;endTime&rdquo;:&rdquo;2020-10-11T11:47:00.000&rdquo;,&rdquo;infoCode&rdquo;:0,&rdquo;isMainSleep&rdquo;:true,&rdquo;levels&rdquo;:{&ldquo;data&rdquo;:[{&ldquo;dateTime&rdquo;:&rdquo;2020-10-11T00:12:30.000&rdquo;,&rdquo;level&rdquo;:&rdquo;wake&rdquo;,&rdquo;seconds&rdquo;:450},{&ldquo;dateTime&rdquo;:&rdquo;2020-10-11T00:20:00.000&rdquo;,&rdquo;level&rdquo;:&rdquo;light&rdquo;,&rdquo;seconds&rdquo;:870},{&ldquo;dateTime&rdquo;:&rdquo;2020-10-11T00:34:30.000&rdquo;,&rdquo;level&rdquo;:&rdquo;wake&rdquo;,&rdquo;seconds&rdquo;:780},&hellip;], &ldquo;summary&rdquo;:{&ldquo;deep&rdquo;:{&ldquo;count&rdquo;:4,&rdquo;minutes&rdquo;:52,&rdquo;thirtyDayAvgMinutes&rdquo;:62},&rdquo;light&rdquo;:{&ldquo;count&rdquo;:32,&rdquo;minutes&rdquo;:442,&rdquo;thirtyDayAvgMinutes&rdquo;:364},&rdquo;rem&rdquo;:{&ldquo;count&rdquo;:6,&rdquo;minutes&rdquo;:68,&rdquo;thirtyDayAvgMinutes&rdquo;:58},&rdquo;wake&rdquo;:{&ldquo;count&rdquo;:29,&rdquo;minutes&rdquo;:132,&rdquo;thirtyDayAvgMinutes&rdquo;:94}}},&rdquo;logId&rdquo;:26589710670,&rdquo;minutesAfterWakeup&rdquo;:1,&rdquo;minutesAsleep&rdquo;:562,&rdquo;minutesAwake&rdquo;:132,&rdquo;minutesToFallAsleep&rdquo;:0,&rdquo;startTime&rdquo;:&rdquo;2020-10-11T00:12:30.000&rdquo;,&rdquo;timeInBed&rdquo;:694,&rdquo;type&rdquo;:&rdquo;stages&rdquo;}],&rdquo;summary&rdquo;:{&ldquo;stages&rdquo;:{&ldquo;deep&rdquo;:52,&rdquo;light&rdquo;:442,&rdquo;rem&rdquo;:68,&rdquo;wake&rdquo;:132},&rdquo;totalMinutesAsleep&rdquo;:562,&rdquo;totalSleepRecords&rdquo;:1,&rdquo;totalTimeInBed&rdquo;:694}}</td>
</tr>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>{&ldquo;sleep&rdquo;:[{&ldquo;dateOfSleep&rdquo;:&rdquo;2020-10-12&rdquo;,&rdquo;duration&rdquo;:28980000,&rdquo;efficiency&rdquo;:93,&rdquo;endTime&rdquo;:&rdquo;2020-10-12T09:34:30.000&rdquo;,&rdquo;infoCode&rdquo;:0,&rdquo;isMainSleep&rdquo;:true,&rdquo;levels&rdquo;:{&ldquo;data&rdquo;:[{&ldquo;dateTime&rdquo;:&rdquo;2020-10-12T01:31:00.000&rdquo;,&rdquo;level&rdquo;:&rdquo;wake&rdquo;,&rdquo;seconds&rdquo;:600},{&ldquo;dateTime&rdquo;:&rdquo;2020-10-12T01:41:00.000&rdquo;,&rdquo;level&rdquo;:&rdquo;light&rdquo;,&rdquo;seconds&rdquo;:60},{&ldquo;dateTime&rdquo;:&rdquo;2020-10-12T01:42:00.000&rdquo;,&rdquo;level&rdquo;:&rdquo;deep&rdquo;,&rdquo;seconds&rdquo;:2340},&hellip;], &ldquo;summary&rdquo;:{&ldquo;deep&rdquo;:{&ldquo;count&rdquo;:4,&rdquo;minutes&rdquo;:63,&rdquo;thirtyDayAvgMinutes&rdquo;:59},&rdquo;light&rdquo;:{&ldquo;count&rdquo;:27,&rdquo;minutes&rdquo;:257,&rdquo;thirtyDayAvgMinutes&rdquo;:364},&rdquo;rem&rdquo;:{&ldquo;count&rdquo;:5,&rdquo;minutes&rdquo;:94,&rdquo;thirtyDayAvgMinutes&rdquo;:58},&rdquo;wake&rdquo;:{&ldquo;count&rdquo;:24,&rdquo;minutes&rdquo;:69,&rdquo;thirtyDayAvgMinutes&rdquo;:95}}},&rdquo;logId&rdquo;:26589710673,&rdquo;minutesAfterWakeup&rdquo;:0,&rdquo;minutesAsleep&rdquo;:415,&rdquo;minutesAwake&rdquo;:68,&rdquo;minutesToFallAsleep&rdquo;:0,&rdquo;startTime&rdquo;:&rdquo;2020-10-12T01:31:00.000&rdquo;,&rdquo;timeInBed&rdquo;:483,&rdquo;type&rdquo;:&rdquo;stages&rdquo;}],&rdquo;summary&rdquo;:{&ldquo;stages&rdquo;:{&ldquo;deep&rdquo;:63,&rdquo;light&rdquo;:257,&rdquo;rem&rdquo;:94,&rdquo;wake&rdquo;:69},&rdquo;totalMinutesAsleep&rdquo;:415,&rdquo;totalSleepRecords&rdquo;:1,&rdquo;totalTimeInBed&rdquo;:483}}</td>
</tr>
</tbody>
</table>
</div>
<input id="__tabbed_2_2" name="__tabbed_2" type="radio" /><label for="__tabbed_2_2">PLAIN_TEXT</label><div class="tabbed-content">
<table>
<thead>
<tr>
<th>device_id</th>
<th>local_start_date_time</th>
<th>local_end_date_time</th>
<th>efficiency</th>
<th>minutes_after_wakeup</th>
<th>minutes_asleep</th>
<th>minutes_awake</th>
<th>minutes_to_fall_asleep</th>
<th>minutes_in_bed</th>
<th>is_main_sleep</th>
<th>type</th>
</tr>
</thead>
<tbody>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>2020-10-10 15:36:30</td>
<td>2020-10-10 16:37:00</td>
<td>92</td>
<td>0</td>
<td>55</td>
<td>5</td>
<td>0</td>
<td>60</td>
<td>0</td>
<td>classic</td>
</tr>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>2020-10-10 01:46:30</td>
<td>2020-10-10 08:10:00</td>
<td>88</td>
<td>0</td>
<td>318</td>
<td>65</td>
<td>0</td>
<td>383</td>
<td>1</td>
<td>stages</td>
</tr>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>2020-10-11 00:12:30</td>
<td>2020-10-11 11:47:00</td>
<td>89</td>
<td>1</td>
<td>562</td>
<td>132</td>
<td>0</td>
<td>694</td>
<td>1</td>
<td>stages</td>
</tr>
<tr>
<td>a748ee1a-1d0b-4ae9-9074-279a2b6ba524</td>
<td>2020-10-12 01:31:00</td>
<td>2020-10-12 09:34:30</td>
<td>93</td>
<td>0</td>
<td>415</td>
<td>68</td>
<td>0</td>
<td>483</td>
<td>1</td>
<td>stages</td>
</tr>
</tbody>
</table>
</div>
</div>
</details>
<h2 id="rapids-provider">RAPIDS provider<a class="headerlink" href="#rapids-provider" title="Permanent link">&para;</a></h2>
<div class="admonition info">
<p class="admonition-title">Available time segments</p>
<ul>
<li>Only available for segments that span 1 or more complete days (e.g. Jan 1<sup>st</sup> 00:00 to Jan 3<sup>rd</sup> 23:59)</li>
</ul>
</div>
<div class="admonition info">
<p class="admonition-title">File Sequence</p>
<div class="highlight"><pre><span></span><code>- data/raw/<span class="o">{</span>pid<span class="o">}</span>/fitbit_sleep_summary_raw.csv
- data/raw/<span class="o">{</span>pid<span class="o">}</span>/fitbit_sleep_summary_parsed.csv
- data/raw/<span class="o">{</span>pid<span class="o">}</span>/fitbit_sleep_summary_parsed_with_datetime.csv
- data/interim/<span class="o">{</span>pid<span class="o">}</span>/fitbit_sleep_summary_features/fitbit_sleep_summary_<span class="o">{</span>language<span class="o">}</span>_<span class="o">{</span>provider_key<span class="o">}</span>.csv
- data/processed/features/<span class="o">{</span>pid<span class="o">}</span>/fitbit_sleep_summary.csv
</code></pre></div>
</div>
<p>Parameters description for <code>[FITBIT_SLEEP_SUMMARY][PROVIDERS][RAPIDS]</code>:</p>
<table>
<thead>
<tr>
<th>Key&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>[COMPUTE]</code></td>
<td>Set to <code>True</code> to extract <code>FITBIT_SLEEP_SUMMARY</code> features from the <code>RAPIDS</code> provider</td>
</tr>
<tr>
<td><code>[SLEEP_TYPES]</code></td>
<td>Types of sleep to be included in the feature extraction computation. Fitbit provides 3 types of sleep: <code>main</code>, <code>nap</code>, <code>all</code>.</td>
</tr>
<tr>
<td><code>[FEATURES]</code></td>
<td>Features to be computed from sleep summary data, see table below</td>
</tr>
</tbody>
</table>
<p>Features description for <code>[FITBIT_SLEEP_SUMMARY][PROVIDERS][RAPIDS]</code>:</p>
<table>
<thead>
<tr>
<th>Feature</th>
<th>Units</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>countepisodeTYPE</td>
<td>episodes</td>
<td>Number of sleep episodes for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>avgefficiencyTYPE</td>
<td>scores</td>
<td>Average sleep efficiency for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>sumdurationafterwakeupTYPE</td>
<td>minutes</td>
<td>Total duration the user stayed in bed after waking up for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>sumdurationasleepTYPE</td>
<td>minutes</td>
<td>Total sleep duration for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>sumdurationawakeTYPE</td>
<td>minutes</td>
<td>Total duration the user stayed awake but still in bed for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>sumdurationtofallasleepTYPE</td>
<td>minutes</td>
<td>Total duration the user spent to fall asleep for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>sumdurationinbedTYPE</td>
<td>minutes</td>
<td>Total duration the user stayed in bed (sumdurationtofallasleep + sumdurationawake + sumdurationasleep + sumdurationafterwakeup) for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>avgdurationafterwakeupTYPE</td>
<td>minutes</td>
<td>Average duration the user stayed in bed after waking up for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>avgdurationasleepTYPE</td>
<td>minutes</td>
<td>Average sleep duration for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>avgdurationawakeTYPE</td>
<td>minutes</td>
<td>Average duration the user stayed awake but still in bed for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>avgdurationtofallasleepTYPE</td>
<td>minutes</td>
<td>Average duration the user spent to fall asleep for a certain sleep type during a time segment.</td>
</tr>
<tr>
<td>avgdurationinbedTYPE</td>
<td>minutes</td>
<td>Average duration the user stayed in bed (sumdurationtofallasleep + sumdurationawake + sumdurationasleep + sumdurationafterwakeup) for a certain sleep type during a time segment.</td>
</tr>
</tbody>
</table>
<div class="admonition note">
<p class="admonition-title">Assumptions/Observations</p>
<ol>
<li>
<p>There are three sleep types (TYPE): <code>main</code>, <code>nap</code>, <code>all</code>. The <code>all</code> type contains both main sleep and naps.</p>
</li>
<li>
<p>There are two versions of 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 &amp; duration summaries</em>. <code>v1</code> contains <code>count_awake</code>, <code>duration_awake</code>, <code>count_awakenings</code>, <code>count_restless</code>, and <code>duration_restless</code> fields for every sleep record but <code>v1.2</code> does not.</li>
</ul>
</li>
<li>
<p><em>API columns</em>. Features are computed based on the values provided by 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>
</ol>
</div>
</article>
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