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<a href="https://github.com/carissalow/rapids/edit/master/docs/datastreams/mandatory-phone-format.md" title="Edit this page" class="md-content__button md-icon">
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<h1 id="mandatory-phone-format">Mandatory Phone Format<a class="headerlink" href="#mandatory-phone-format" title="Permanent link">&para;</a></h1>
<p>This is a description of the format RAPIDS needs to process data for the following PHONE sensors.</p>
<p>See examples in the CSV files inside <a href="https://osf.io/wbg23/">rapids_example_csv.zip</a></p>
<details class="info"><summary>PHONE_ACCELEROMETER</summary><table>
<thead>
<tr>
<th>RAPIDS column</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>TIMESTAMP</td>
<td>An UNIX timestamp (13 digits) when a row of data was logged</td>
</tr>
<tr>
<td>DEVICE_ID</td>
<td>A string that uniquely identifies a device</td>
</tr>
<tr>
<td>DOUBLE_VALUES_0</td>
<td>x axis of acceleration</td>
</tr>
<tr>
<td>DOUBLE_VALUES_1</td>
<td>y axis of acceleration</td>
</tr>
<tr>
<td>DOUBLE_VALUES_2</td>
<td>z axis of acceleration</td>
</tr>
</tbody>
</table>
</details>
<details class="info"><summary>PHONE_ACTIVITY_RECOGNITION</summary><table>
<thead>
<tr>
<th>RAPIDS column</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>TIMESTAMP</td>
<td>An UNIX timestamp (13 digits) when a row of data was logged</td>
</tr>
<tr>
<td>DEVICE_ID</td>
<td>A string that uniquely identifies a device</td>
</tr>
<tr>
<td>ACTIVITY_NAME</td>
<td>An string that denotes current activity name: <code>in_vehicle</code>, <code>on_bicycle</code>, <code>on_foot</code>, <code>still</code>, <code>unknown</code>, <code>tilting</code>, <code>walking</code> or <code>running</code></td>
</tr>
<tr>
<td>ACTIVITY_TYPE</td>
<td>An integer (ranged from 0 to 8) that denotes current activity type</td>
</tr>
<tr>
<td>CONFIDENCE</td>
<td>An integer (ranged from 0 to 100) that denotes the prediction accuracy</td>
</tr>
</tbody>
</table>
</details>
<details class="info"><summary>PHONE_APPLICATIONS_CRASHES</summary><table>
<thead>
<tr>
<th>RAPIDS column</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>TIMESTAMP</td>
<td>An UNIX timestamp (13 digits) when a row of data was logged</td>
</tr>
<tr>
<td>DEVICE_ID</td>
<td>A string that uniquely identifies a device</td>
</tr>
<tr>
<td>PACKAGE_NAME</td>
<td>Application’s package name</td>
</tr>
<tr>
<td>APPLICATION_NAME</td>
<td>Application’s localized name</td>
</tr>
<tr>
<td>APPLICATION_VERSION</td>
<td>Application’s version code</td>
</tr>
<tr>
<td>ERROR_SHORT</td>
<td>Short description of the error</td>
</tr>
<tr>
<td>ERROR_LONG</td>
<td>More verbose version of the error description</td>
</tr>
<tr>
<td>ERROR_CONDITION</td>
<td>1 = code error; 2 = non-responsive (ANR error)</td>
</tr>
<tr>
<td>IS_SYSTEM_APP</td>
<td>Device’s pre-installed application</td>
</tr>
</tbody>
</table>
</details>
<details class="info"><summary>PHONE_APPLICATIONS_FOREGROUND</summary><table>
<thead>
<tr>
<th>RAPIDS column</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>TIMESTAMP</td>
<td>An UNIX timestamp (13 digits) when a row of data was logged</td>
</tr>
<tr>
<td>DEVICE_ID</td>
<td>A string that uniquely identifies a device</td>
</tr>
<tr>
<td>PACKAGE_NAME</td>
<td>Application’s package name</td>
</tr>
<tr>
<td>APPLICATION_NAME</td>
<td>Application’s localized name</td>
</tr>
<tr>
<td>IS_SYSTEM_APP</td>
<td>Device’s pre-installed application</td>
</tr>
</tbody>
</table>
</details>
<details class="info"><summary>PHONE_APPLICATIONS_NOTIFICATIONS</summary><table>
<thead>
<tr>
<th>RAPIDS column</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>TIMESTAMP</td>
<td>An UNIX timestamp (13 digits) when a row of data was logged</td>
</tr>
<tr>
<td>DEVICE_ID</td>
<td>A string that uniquely identifies a device</td>
</tr>
<tr>
<td>PACKAGE_NAME</td>
<td>Application’s package name</td>
</tr>
<tr>
<td>APPLICATION_NAME</td>
<td>Application’s localized name</td>
</tr>
<tr>
<td>TEXT</td>
<td>Notification’s header text, not the content</td>
</tr>
<tr>
<td>SOUND</td>
<td>Notification’s sound source (if applicable)</td>
</tr>
<tr>
<td>VIBRATE</td>
<td>Notification’s vibration pattern (if applicable)</td>
</tr>
<tr>
<td>DEFAULTS</td>
<td>If notification was delivered according to device’s default settings</td>
</tr>
<tr>
<td>FLAGS</td>
<td>An integer that denotes <a href="https://developer.android.com/reference/android/app/Notification.html">Android notification flag</a></td>
</tr>
</tbody>
</table>
</details>
<details class="info"><summary>PHONE_BATTERY</summary><table>
<thead>
<tr>
<th>RAPIDS column</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>TIMESTAMP</td>
<td>An UNIX timestamp (13 digits) when a row of data was logged</td>
</tr>
<tr>
<td>DEVICE_ID</td>
<td>A string that uniquely identifies a device</td>
</tr>
<tr>
<td>BATTERY_STATUS</td>
<td>An integer that denotes battery status: 0 or 1 = unknown, 2 = charging, 3 = discharging, 4 = not charging, 5 = full</td>
</tr>
<tr>
<td>BATTERY_LEVEL</td>
<td>An integer that denotes battery level, between 0 and <code>BATTERY_SCALE</code></td>
</tr>
<tr>
<td>BATTERY_SCALE</td>
<td>An integer that denotes the maximum battery level</td>
</tr>
</tbody>
</table>
</details>
<details class="info"><summary>PHONE_BLUETOOTH</summary><table>
<thead>
<tr>
<th>RAPIDS column</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>TIMESTAMP</td>
<td>An UNIX timestamp (13 digits) when a row of data was logged</td>
</tr>
<tr>
<td>DEVICE_ID</td>
<td>A string that uniquely identifies a device</td>
</tr>
<tr>
<td>BT_ADDRESS</td>
<td>MAC address of the device’s Bluetooth sensor</td>
</tr>
<tr>
<td>BT_NAME</td>
<td>User assigned name of the device’s Bluetooth sensor</td>
</tr>
<tr>
<td>BT_RSSI</td>
<td>The RSSI dB to the scanned device</td>
</tr>
</tbody>
</table>
</details>
<details class="info"><summary>PHONE_CALLS</summary><table>
<thead>
<tr>
<th>RAPIDS column</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>TIMESTAMP</td>
<td>An UNIX timestamp (13 digits) when a row of data was logged</td>
</tr>
<tr>
<td>DEVICE_ID</td>
<td>A string that uniquely identifies a device</td>
</tr>
<tr>
<td>CALL_TYPE</td>
<td>An integer that denotes call type: 1 = incoming, 2 = outgoing, 3 = missed</td>
</tr>
<tr>
<td>CALL_DURATION</td>
<td>Length of the call session</td>
</tr>
<tr>
<td>TRACE</td>
<td>SHA-1 one-way source/target of the call</td>
</tr>
</tbody>
</table>
</details>
<details class="info"><summary>PHONE_CONVERSATION</summary><table>
<thead>
<tr>
<th>RAPIDS column</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>TIMESTAMP</td>
<td>An UNIX timestamp (13 digits) when a row of data was logged</td>
</tr>
<tr>
<td>DEVICE_ID</td>
<td>A string that uniquely identifies a device</td>
</tr>
<tr>
<td>DOUBLE_ENERGY</td>
<td>A number that denotes the amplitude of an audio sample (L2-norm of the audio frame)</td>
</tr>
<tr>
<td>INFERENCE</td>
<td>An integer (ranged from 0 to 3) that denotes the type of an audio sample: 0 = silence, 1 = noise, 2 = voice, 3 = unknown</td>
</tr>
<tr>
<td>DOUBLE_CONVO_START</td>
<td>UNIX timestamp (13 digits) of the beginning of a conversation</td>
</tr>
<tr>
<td>DOUBLE_CONVO_END</td>
<td>UNIX timestamp (13 digits) of the end of a conversation</td>
</tr>
</tbody>
</table>
</details>
<details class="info"><summary>PHONE_KEYBOARD</summary><table>
<thead>
<tr>
<th>RAPIDS column</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>TIMESTAMP</td>
<td>An UNIX timestamp (13 digits) when a row of data was logged</td>
</tr>
<tr>
<td>DEVICE_ID</td>
<td>A string that uniquely identifies a device</td>
</tr>
<tr>
<td>PACKAGE_NAME</td>
<td>The application’s package name of keyboard interaction</td>
</tr>
<tr>
<td>BEFORE_TEXT</td>
<td>The previous keyboard input (empty if password)</td>
</tr>
<tr>
<td>CURRENT_TEXT</td>
<td>The current keyboard input (empty if password)</td>
</tr>
<tr>
<td>IS_PASSWORD</td>
<td>An integer: 0 = not password; 1 = password</td>
</tr>
</tbody>
</table>
</details>
<details class="info"><summary>PHONE_LIGHT</summary><table>
<thead>
<tr>
<th>RAPIDS column</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>TIMESTAMP</td>
<td>An UNIX timestamp (13 digits) when a row of data was logged</td>
</tr>
<tr>
<td>DEVICE_ID</td>
<td>A string that uniquely identifies a device</td>
</tr>
<tr>
<td>DOUBLE_LIGHT_LUX</td>
<td>The ambient luminance in lux units</td>
</tr>
<tr>
<td>ACCURACY</td>
<td>An integer that denotes the sensor&rsquo;s accuracy level: 3 = maximum accuracy, 2 = medium accuracy, 1 = low accuracy</td>
</tr>
</tbody>
</table>
</details>
<details class="info"><summary>PHONE_LOCATIONS</summary><table>
<thead>
<tr>
<th>RAPIDS column</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>TIMESTAMP</td>
<td>An UNIX timestamp (13 digits) when a row of data was logged</td>
</tr>
<tr>
<td>DEVICE_ID</td>
<td>A string that uniquely identifies a device</td>
</tr>
<tr>
<td>DOUBLE_LATITUDE</td>
<td>The location’s latitude, in degrees</td>
</tr>
<tr>
<td>DOUBLE_LONGITUDE</td>
<td>The location’s longitude, in degrees</td>
</tr>
<tr>
<td>DOUBLE_BEARING</td>
<td>The location’s bearing, in degrees</td>
</tr>
<tr>
<td>DOUBLE_SPEED</td>
<td>The speed if available, in meters/second over ground</td>
</tr>
<tr>
<td>DOUBLE_ALTITUDE</td>
<td>The altitude if available, in meters above sea level</td>
</tr>
<tr>
<td>PROVIDER</td>
<td>A string that denotes the provider: <code>gps</code>, <code>fused</code> or <code>network</code></td>
</tr>
<tr>
<td>ACCURACY</td>
<td>The estimated location accuracy</td>
</tr>
</tbody>
</table>
</details>
<details class="info"><summary>PHONE_LOG</summary><table>
<thead>
<tr>
<th>RAPIDS column</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>TIMESTAMP</td>
<td>An UNIX timestamp (13 digits) when a row of data was logged</td>
</tr>
<tr>
<td>DEVICE_ID</td>
<td>A string that uniquely identifies a device</td>
</tr>
<tr>
<td>LOG_MESSAGE</td>
<td>A string that denotes log message</td>
</tr>
</tbody>
</table>
</details>
<details class="info"><summary>PHONE_MESSAGES</summary><table>
<thead>
<tr>
<th>RAPIDS column</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>TIMESTAMP</td>
<td>An UNIX timestamp (13 digits) when a row of data was logged</td>
</tr>
<tr>
<td>DEVICE_ID</td>
<td>A string that uniquely identifies a device</td>
</tr>
<tr>
<td>MESSAGE_TYPE</td>
<td>An integer that denotes message type: 1 = received, 2 = sent</td>
</tr>
<tr>
<td>TRACE</td>
<td>SHA-1 one-way source/target of the message</td>
</tr>
</tbody>
</table>
</details>
<details class="info"><summary>PHONE_SCREEN</summary><table>
<thead>
<tr>
<th>RAPIDS column</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>TIMESTAMP</td>
<td>An UNIX timestamp (13 digits) when a row of data was logged</td>
</tr>
<tr>
<td>DEVICE_ID</td>
<td>A string that uniquely identifies a device</td>
</tr>
<tr>
<td>SCREEN_STATUS</td>
<td>An integer that denotes screen status: 0 = off, 1 = on, 2 = locked, 3 = unlocked</td>
</tr>
</tbody>
</table>
</details>
<details class="info"><summary>PHONE_WIFI_CONNECTED</summary><table>
<thead>
<tr>
<th>RAPIDS column</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>TIMESTAMP</td>
<td>An UNIX timestamp (13 digits) when a row of data was logged</td>
</tr>
<tr>
<td>DEVICE_ID</td>
<td>A string that uniquely identifies a device</td>
</tr>
<tr>
<td>MAC_ADDRESS</td>
<td>Device’s MAC address</td>
</tr>
<tr>
<td>SSID</td>
<td>Currently connected access point network name</td>
</tr>
<tr>
<td>BSSID</td>
<td>Currently connected access point MAC address</td>
</tr>
</tbody>
</table>
</details>
<details class="info"><summary>PHONE_WIFI_VISIBLE</summary><table>
<thead>
<tr>
<th>RAPIDS column</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>TIMESTAMP</td>
<td>An UNIX timestamp (13 digits) when a row of data was logged</td>
</tr>
<tr>
<td>DEVICE_ID</td>
<td>A string that uniquely identifies a device</td>
</tr>
<tr>
<td>SSID</td>
<td>Detected access point network name</td>
</tr>
<tr>
<td>BSSID</td>
<td>Detected access point MAC address</td>
</tr>
<tr>
<td>SECURITY</td>
<td>Active security protocols</td>
</tr>
<tr>
<td>FREQUENCY</td>
<td>Wi-Fi band frequency (e.g., 2427, 5180), in Hz</td>
</tr>
<tr>
<td>RSSI</td>
<td>RSSI dB to the scanned device</td>
</tr>
</tbody>
</table>
</details>
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