TS Users Data Source
TS Users contains data about your users, such as remaining licenses, site roles, and workbooks owned by a user. Starting May 2023, TS Users includes product activation and usage data for Tableau Desktop, Tableau Prep, web authoring, and site role-specific capabilities.
If a user's site role is changed to unlicensed, their information remains in the TS Users data source. However, when a user is removed from the site, their information is also removed from TS Users within 36 hours.
Create custom views
If you're a site admin or someone who has been granted access to the Admin Insights project, you can access the Admin Insights data sources directly from Tableau Cloud using Web Authoring or through Tableau Desktop to build custom views. For more information about connecting to Admin Insights data sources, see ใช้ข้อมูลเชิงลึกของผู้ดูแลเพื่อสร้างมุมมองที่กำหนดเอง.
Example: How many licenses are being used?
Use the following steps to create a view that displays the number of licenses used.
Connect to the TS Users data source.
From the Data pane, drag Measure Names to the Rows shelf and Measure Values to the Columns shelf.
Right-click the Measure Names field in the Rows shelf and select Show Filter.
Click the Measure Names filter dropdown menu, and select Customize > Show Apply Button.
In the filter, select the Total Allowed Licenses and Total Occupied Licenses checkboxes, and then click Apply.
Do more with your data
Using Tableau Prep, you can join TS Users with other Admin Insights data sources on the following fields to get more visibility into your site. If you're analyzing data from multiple Tableau Cloud sites, you must also join on "Site LUID = Site LUID".
Join TS Users to Groups on “User LUID = User LUID”
Join TS Users to TS Events on “User ID = Actor User Id”
Join TS Users to Site Content on “User Email = Owner Email” or “User Email = Item Parent Project Owner Email”
For more information, see Aggregate, Join, or Union Data(ลิงก์จะเปิดในหน้าต่างใหม่) in Tableau Prep Help.
Data schema
The following table lists the fields included in the TS Users data source. Each row of data corresponds to a unique user on the Tableau Cloud site.
| Folder | Field Name | Type | Description |
|---|---|---|---|
| License Utilization | Allowed Creators | Number | Total number of allowed Creator licenses |
| Allowed Explorers | Number | Total number of purchased Explorer licenses | |
| Allowed Viewers | Number | Total number of purchased Viewer licenses | |
| Occupied Creator Licenses | Calculated field | Number of occupied Creator licenses | |
| Occupied Explorer Licenses | Calculated field | Number of occupied Explorer licenses | |
| Occupied Viewer Licenses | Calculated field | Number of occupied Viewer licenses | |
| Total Allowed Licenses | Number | Total number of allowed licenses | |
| Total Occupied Licenses | Calculated field | Total number of occupied licenses | |
| Total Remaining Licenses | Calculated field | Total number of remaining licenses | |
| Site | Site Luid | String | LUID of the site associated with the user. Primarily useful for referencing sites in the Tableau Server API. |
| Site Name | String | Name of the Tableau Cloud site | |
| Site Version | String | The version of Tableau Server running on the Tableau Cloud pod that hosts your site | |
| Traffic to Content - Historical | Total Traffic - Data Sources | Number | Total number of times the user's data sources were accessed |
| Total Traffic - Views | Number | Total number of times the user's views were accessed | |
| Unique Visitors - Data Sources | Number | Number of unique users who accessed the user's data sources | |
| Unique Visitors - Views | Number | Number of unique users who accessed the user's views | |
| User | User Creation Date | Date-time | Date and time the user's account was created in UTC |
| User Email | String | Email address associated with the user's account | |
| User Friendly Name | String | User friendly name associated with the user's account | |
| User ID | Number | Internal ID of the user | |
| User License Type | String | User-based license associated with the user: Viewer, Explorer, or Creator. | |
| User LUID | String | LUID of the user. Primarily useful for referencing users in the Tableau Server API | |
| User Name | String | User name associated with the user's account. | |
| User Site Role | String | Site role of the user. Determines the maximum level of access a user can have on the site. | |
| User Activity - Historical | Access Events - Data Sources | Number | Number of times the user accessed a published data source. |
| Access Events - Views | Number | Number of times the user accessed a view. | |
| Publish Events - Data Sources | Number | Number of times the user published a data source. | |
| Publish Events - Workbooks | Number | Number of times the user published a workbook. | |
| User Activity - Most Recent Event | Data Source - Last Access Date | Date-time | Date and time the user last accessed a published data source in UTC |
| Data Source - Last Publish Date | Date-time | Date and time the user last published a published data source in UTC | |
| Last Login Date | Date-time | Date and time the user last logged in, in UTC. | |
| Tableau Desktop - Last Access Date | Date-time | Date and time the user last connected to Tableau Cloud from Tableau Desktop in UTC. | |
| Tableau Desktop - Last Access Date (Local) | Date-time | Date and time the user last connected to Tableau Cloud from Tableau Desktop, adjusted by the Timezone parameter. | |
| Tableau Desktop - Last Product Version | String | The version of Tableau Desktop that was last used to connect. | |
| Tableau Prep - Last Access Date | Date-time | Date and time the user last connected to Tableau Cloud from Tableau Prep in UTC. | |
| Tableau Prep - Last Access Date (Local) | Date-time | Date and time the user last connected to Tableau Cloud from Tableau Prep, adjusted by the Timezone parameter. | |
| Tableau Prep - Last Product Version | String | The version of Tableau Prep that was last used to connect | |
| View - Last Access Date | Date-time | Date and time the user last accessed a view, in UTC. | |
| Web Authoring - Last Access Date | Date-time | Date and time the user last accessed the web authoring environment in UTC. | |
| Web Authoring - Last Access Date (Local) | Date-time | Date and time the user last accessed the web authoring environment, adjusted by the Timezone parameter. | |
| Web Authoring - Last Publish Date | Date-time | Date and time the user last published a workbook, in UTC | |
| User Content | Certified Data Sources | Number | Number of certified data sources the user owns. |
| Data Sources | Number | Number of published data sources the user owns | |
| Projects | Number | Number of projects the user owns. | |
| Size of Data Sources (MB) | Number | The combined size of all published data sources owned by the user, in megabytes. | |
| Size of Workbooks (MB) | Number | Combined size of all workbooks owned by the user, in megabytes. | |
| Views | Number | Number of views the user owns. | |
| Workbooks | Number | Number of workbooks the user owns. | |
| User Metrics | Days Since Last Login | Number | Number of days since the user last logged in. |
| User Account Age | Number | Number of days since the user's account was created | |
| - | Admin Insights Published At | Date-time | Date and time the Admin Insights data source was last published in UTC |