# \#team:data **URL:** https://forum.avicennaresearch.com/tag/team-data/9.md [Latest](https://forum.avicennaresearch.com/latest.md) · [Categories](https://forum.avicennaresearch.com/categories.md) · [Tags](https://forum.avicennaresearch.com/tags.md) --- ## [Warn Before Unpairing a Garmin Device](https://forum.avicennaresearch.com/t/warn-before-unpairing-a-garmin-device/1626)
**Author:** [@zahra](https://forum.avicennaresearch.com/u/zahra)\ **Replies:** 0\ **Last updated:** [September 13, 2026, 10:31am UTC](https://forum.avicennaresearch.com/t/warn-before-unpairing-a-garmin-device/1626 "2026-09-13T10:31:08Z")
As a researcher, I want participants to be warned before unpairing, forgetting or removing a Garmin device, so that data still held on the watch is not discarded while troubleshooting. Internal Notes Category: Data So… --- ## [Show the Confirmed Connection State of a Data Source](https://forum.avicennaresearch.com/t/show-the-confirmed-connection-state-of-a-data-source/1625)
**Author:** [@zahra](https://forum.avicennaresearch.com/u/zahra)\ **Replies:** 0\ **Last updated:** [September 13, 2026, 10:28am UTC](https://forum.avicennaresearch.com/t/show-the-confirmed-connection-state-of-a-data-source/1625 "2026-09-13T10:28:40Z")
As a researcher, I want a participant’s data source connection status to reflect whether the connection actually completed on Avicenna’s side, so that a participant who appears connected is really sending data. Interna… --- ## [Require Data Source Setup Before Study Activities](https://forum.avicennaresearch.com/t/require-data-source-setup-before-study-activities/1624)
**Author:** [@zahra](https://forum.avicennaresearch.com/u/zahra)\ **Replies:** 0\ **Last updated:** [September 13, 2026, 10:26am UTC](https://forum.avicennaresearch.com/t/require-data-source-setup-before-study-activities/1624 "2026-09-13T10:26:23Z")
As a researcher, I want to require participants to complete data source setup before they can access study activities. Participants can join a study, answer surveys, and earn credit even if they have not yet connected t… --- ## [Audit Trail Events for Account-Based Data Source Connections](https://forum.avicennaresearch.com/t/audit-trail-events-for-account-based-data-source-connections/1622)
**Author:** [@zahra](https://forum.avicennaresearch.com/u/zahra)\ **Replies:** 0\ **Last updated:** [September 13, 2026, 10:17am UTC](https://forum.avicennaresearch.com/t/audit-trail-events-for-account-based-data-source-connections/1622 "2026-09-13T10:17:25Z")
As a researcher, I want the Audit Trail to record when a participant connects, disconnects, or changes permissions for an account-based data source, so that I can see the state of a participant’s wearable setup without c… --- ## [Check wearable data integrity and re-fetch them if necessary](https://forum.avicennaresearch.com/t/check-wearable-data-integrity-and-re-fetch-them-if-necessary/1580)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [August 17, 2026, 3:38pm UTC](https://forum.avicennaresearch.com/t/check-wearable-data-integrity-and-re-fetch-them-if-necessary/1580 "2026-08-17T15:38:38Z")
As a researcher, I want to be sure my participants’ wearable data is complete, so that data loss is detected and fixed automatically. Check wearable data integrity and re-fetch if necessary — an automatic fix; the data … --- ## [Data Source Record Counts in Kibana](https://forum.avicennaresearch.com/t/data-source-record-counts-in-kibana/1422)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [October 19, 2025, 11:54am UTC](https://forum.avicennaresearch.com/t/data-source-record-counts-in-kibana/1422 "2025-10-19T11:54:37Z")
As a researcher, I want to visualize/monitor the data source record counts, so that I can understand the state of compliance quickly. Category: Data Sources Internal IDs: Ticket # Z-35827 --- ## [Export Data with API](https://forum.avicennaresearch.com/t/export-data-with-api/1406)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [September 29, 2025, 7:13am UTC](https://forum.avicennaresearch.com/t/export-data-with-api/1406 "2025-09-29T07:13:52Z")
As a researcher, I want to access and utilize API calls for exporting study data, so I can efficiently manage and analyze our research outcomes. Probably, to be covered/done with/after OpenAPI Compatible APIs. Categor… --- ## [Collect Keyboard Data from Specific Apps](https://forum.avicennaresearch.com/t/collect-keyboard-data-from-specific-apps/1229)
**Author:** [@milad.moosavi](https://forum.avicennaresearch.com/u/milad.moosavi)\ **Replies:** 0\ **Last updated:** [June 15, 2025, 7:40am UTC](https://forum.avicennaresearch.com/t/collect-keyboard-data-from-specific-apps/1229 "2025-06-15T07:40:56Z")
Currently, the keyboard data source collects information from all applications. We need to provide researchers with the option to select specific categories or apps for which keyboard data should be collected. Originate… --- ## [Web Activity Data](https://forum.avicennaresearch.com/t/web-activity-data/1103)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:58pm UTC](https://forum.avicennaresearch.com/t/web-activity-data/1103 "2025-05-21T21:58:44Z")
Collect these data for each web page the participant visits: The time when the participant opens a URL in a browser tab The web page URL The web page content Category: Data Sources --- ## ['All Participant Data Export' Option](https://forum.avicennaresearch.com/t/all-participant-data-export-option/1325)
**Author:** [@k.wislocki](https://forum.avicennaresearch.com/u/k.wislocki)\ **Replies:** 0\ **Last updated:** [July 21, 2025, 4:54pm UTC](https://forum.avicennaresearch.com/t/all-participant-data-export-option/1325 "2025-07-21T16:54:34Z")
Currently, users must export data per data collection stream for each participant. It would be ideal for users to be able to download a zip file containing all participant study data, rather than exporting stream by stre… --- ## [Improved App Usage data in Android](https://forum.avicennaresearch.com/t/improved-app-usage-data-in-android/1102)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:58pm UTC](https://forum.avicennaresearch.com/t/improved-app-usage-data-in-android/1102 "2025-05-21T21:58:41Z")
ET-7545 Category: DS - Mobile Sensors --- ## [Label Data Sources with Supported Platforms and OS Versions](https://forum.avicennaresearch.com/t/label-data-sources-with-supported-platforms-and-os-versions/1101)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:54pm UTC](https://forum.avicennaresearch.com/t/label-data-sources-with-supported-platforms-and-os-versions/1101 "2025-05-21T21:54:32Z")
As a researcher, I want to see which platforms (Android, iOS, and Web) and OS/browser version each data source is compatible with, so that I can understand and manage any platform-specific limitations in my research. C… --- ## [Automatic Status Update in Exports](https://forum.avicennaresearch.com/t/automatic-status-update-in-exports/1060)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:52pm UTC](https://forum.avicennaresearch.com/t/automatic-status-update-in-exports/1060 "2025-05-21T21:52:30Z")
Right now, if researcher initiates an export, she should refresh the page to check whether status is changed or not. The page should automatically get updated when export status has changed. Or have a toggle to check fo… --- ## [Include Fitbit Health Metrics](https://forum.avicennaresearch.com/t/include-fitbit-health-metrics/1052)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:52pm UTC](https://forum.avicennaresearch.com/t/include-fitbit-health-metrics/1052 "2025-05-21T21:52:03Z")
Integrating Fitbit “Health Metrics” as follows: Daily Heart Rate Variability, Daily Respiratory Rate Summary, Heart Rate Variability details, Respiratory Rate Summary Oxygen Saturation (SpO2): Daily SpO2, Minute SpO2 S… --- ## [Show Export Details](https://forum.avicennaresearch.com/t/show-export-details/1039)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:51pm UTC](https://forum.avicennaresearch.com/t/show-export-details/1039 "2025-05-21T21:51:22Z")
It’s useful for the Data Export page to show the file size and number of rows for each export, and the date each export will be deleted. Category: Analysis - Raw Data Z-35890 --- ## [Improve Data Export (Page & Content)](https://forum.avicennaresearch.com/t/improve-data-export-page-content/1032)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:51pm UTC](https://forum.avicennaresearch.com/t/improve-data-export-page-content/1032 "2025-05-21T21:51:01Z")
It seems many people try to export survey responses from the Data Export page. Also, we should go over each export and improve the columns and cells used in each of them. One case might be metadata columns. This might … --- ## [Customizable Data Collection Frequency](https://forum.avicennaresearch.com/t/customizable-data-collection-frequency/1029)
**Author:** [@mojtaba](https://forum.avicennaresearch.com/u/mojtaba)\ **Replies:** 0\ **Last updated:** [May 21, 2025, 9:50pm UTC](https://forum.avicennaresearch.com/t/customizable-data-collection-frequency/1029 "2025-05-21T21:50:52Z")
Right now, smartphone sensors are collected at a fixed rate. Ideally this should be customizable by researchers. Requests: Z-30067 | Z-29968 Category: DS