From 9e4e45b8417d041c2ecdbeae6e9a178a32428587 Mon Sep 17 00:00:00 2001 From: Caitlin Date: Thu, 20 Nov 2025 16:27:17 -0600 Subject: [PATCH 1/5] docs: Update performance dashboard docs --- docs/source/guide/dashboard_annotator.md | 158 +++++++++++++----- .../images/analytics/analytics-menu.png | Bin 0 -> 42758 bytes .../images/analytics/annotator-graphs.png | Bin 0 -> 132972 bytes .../images/analytics/annotator-perf-table.png | Bin 0 -> 239995 bytes .../{project => analytics}/apd-members.png | Bin .../images/analytics/member-perf-home.png | Bin 0 -> 43351 bytes .../source/images/analytics/member-perf.png | Bin 0 -> 252959 bytes .../images/analytics/reviewer-graphs.png | Bin 0 -> 129312 bytes .../images/analytics/reviewer-perf-table.png | Bin 0 -> 219000 bytes .../source/images/analytics/user_report.png | Bin 0 -> 229672 bytes .../images/project/annotator_dashboard.png | Bin 51978 -> 0 bytes .../project/annotator_dashboard_graph.png | Bin 212700 -> 0 bytes .../project/annotator_dashboard_summary.png | Bin 25310 -> 0 bytes .../v2/source/images/project/apd-home.png | Bin 54995 -> 0 bytes docs/themes/v2/source/images/project/apd.png | Bin 389477 -> 0 bytes .../v2/source/images/project/user_report.png | Bin 265033 -> 0 bytes 16 files changed, 116 insertions(+), 42 deletions(-) create mode 100644 docs/themes/v2/source/images/analytics/analytics-menu.png create mode 100644 docs/themes/v2/source/images/analytics/annotator-graphs.png create mode 100644 docs/themes/v2/source/images/analytics/annotator-perf-table.png rename docs/themes/v2/source/images/{project => analytics}/apd-members.png (100%) create mode 100644 docs/themes/v2/source/images/analytics/member-perf-home.png create mode 100644 docs/themes/v2/source/images/analytics/member-perf.png create mode 100644 docs/themes/v2/source/images/analytics/reviewer-graphs.png create mode 100644 docs/themes/v2/source/images/analytics/reviewer-perf-table.png create mode 100644 docs/themes/v2/source/images/analytics/user_report.png delete mode 100644 docs/themes/v2/source/images/project/annotator_dashboard.png delete mode 100644 docs/themes/v2/source/images/project/annotator_dashboard_graph.png delete mode 100644 docs/themes/v2/source/images/project/annotator_dashboard_summary.png delete mode 100644 docs/themes/v2/source/images/project/apd-home.png delete mode 100644 docs/themes/v2/source/images/project/apd.png delete mode 100644 docs/themes/v2/source/images/project/user_report.png diff --git a/docs/source/guide/dashboard_annotator.md b/docs/source/guide/dashboard_annotator.md index 016c4b918a8a..a5a848384a97 100644 --- a/docs/source/guide/dashboard_annotator.md +++ b/docs/source/guide/dashboard_annotator.md @@ -4,19 +4,17 @@ short: Performance dashboard tier: enterprise type: guide order: 0 -order_enterprise: 72 +order_enterprise: 175 meta_title: Member performance dashboard meta_description: Use the performance dashboard to track user work and progress. -section: "Project Management" -parent: "dashboards" -parent_enterprise: "dashboards" +section: "Analytics" date: 2024-04-04 11:50:41 --- -The member performance dashboard provides metrics about a user's annotation and review activities over a period of time, including how many tasks a user has completed and how quickly. +The performance dashboard provides metrics about a user's annotation and review activities over a period of time, including how many tasks a user has completed and how quickly. -![Screenshot of Performance dashboard](/images/project/apd.png) +![Screenshot of Performance dashboard](/images/analytics/member-perf.png) This can be useful in a number of ways: @@ -27,23 +25,28 @@ This can be useful in a number of ways: ## Access the dashboard -| User role | Access restrictions | -|-----------------------|------------------------------------------------------------------------------------------------------| -| **Owner**
and
**Admin** | Can access from the Organization page, the Home page, and the Members dashboard.
Can filter for all users.
Can filter for all workspaces. | -| **Manager** | Can access from the Home page and the Members dashboard.
Can filter for all users.
Can only filter for workspaces or projects in which they are a member. | -| **Reviewer**
and
**Annotator** | Can access from the Home page.
Can only see their own annotation and reviewer history.
Can only filter for workspaces or projects in which they are a member. | - -There are three ways to access the dashboard. The options available to you depend on your user role (see the table above). +Depending on your user role, you can access this dashboard in several ways: -* From the **Organization** page, select a user on the **Members** page. Then select **Annotator Performance Report** on the right. +* From the **Organization** page, select a user on the **Members** page. Then select **Member Performance** on the right. - ![Screenshot of Performance Report button](/images/project/user_report.png) -* From the **Home** page, click **Annotator Dashboard**. This will pre-select your own annotator performance dashboard. + ![Screenshot of Performance Report button](/images/analytics/user_report.png) +* From the **Home** page, click **Member Performance**. This will pre-select your own performance dashboard. - ![Screenshot of link on Home page](/images/project/apd-home.png) + ![Screenshot of link on Home page](/images/analytics/member-perf-home.png) * From the **Members** dashboard on a project, click the overflow menu next to a username in the **Annotation Summary** table. This will pre-select that user's annotator performance dashboard for that specific project. - ![Screenshot of link on Members page](/images/project/apd-members.png) + ![Screenshot of link on Members page](/images/analytics/apd-members.png) +* From anywhere within the app, open the navigation menu and select **Analytics**. This will pre-select your own annotator performance dashboard. + + ![Screenshot of link on Home page](/images/analytics/analytics-menu.png) + +### Access by user role + +| User role | Access restrictions | +|-----------------------|------------------------------------------------------------------------------------------------------| +| **Owner**
and
**Admin** | Can access from the navigation menu, the Organization page, the Home page, and the Members dashboard.
Can filter for all users.
Can filter for all workspaces. | +| **Manager** | Can access from the navigation menu, the Home page and the Members dashboard.
Can filter for all users.
Can only filter for workspaces or projects in which they are a member. | +| **Reviewer**
and
**Annotator** | Can access from navigation menu and the Home page.
Can only see their own annotation and reviewer history.
Can only filter for workspaces or projects in which they are a member. | ## Export data @@ -54,44 +57,115 @@ You can use the **Export** drop-down to export the following: * **Timeline** - Download a detailed timeline of all the user's annotation actions within the time frame, including when the began and submitted each annotation. -* **Comments Received** - Download a CSV file with all of the comments that other users have left on the user's annotations. +* **Comments Added** - Download a CSV file with all of the comments that the user has left. + +## Filter by date range + +You can select a date range to apply to the performance metrics. If you want to be precise, you can also include time. + +Note that annotation and review metrics are calculated on when they are **completed**, not when they **begin**. + +For example, say you select a date range of 2 days: Monday and Tuesday. If an annotator opens an annotation on Tuesday, begins working on it, and then submits it on Wednesday, then that annotation and the time they spent on it will **not** be included in your performance report. -## Metrics +Similarly, if a reviewer opens an annotation on Tuesday but then doesn't accept it until Wednesday, that annotation is not counted in their total reviews or accepted annotation metrics. -### Data used + +## Annotations + +The **Annotations** tab shows information related to a user's annotation performance and history. The metrics are calculated from the following data: * `last_action` -- The last action taken on an annotation. This can can be submitted, updated, fixed and accepted, accepted, rejected. -* `lead_times` -- The time spent with annotations that have a last action matching those listed above. * `submitted_or_reviewed` -- Annotations that have a last action matching those listed above. -* `updated` -- Annotations filtered to only include `last_action = Updated`. -* `skipped` -- Annotations with `was_cancelled = true`. +* `lead_times` -- The time spent with annotations that have a last action matching those listed above. Lead time includes idle time and is cumulative across multiple sessions. + +### Annotation performance summaries + +| Metric | Calculation | Description | +| --- | --- | --- | +| **Total Submitted Annotations** | Sum of `submitted_or_reviewed` | The total number of annotations the user submitted during the selected time frame.

This includes annotations that have been submitted or updated, either reviewed or not. It does not include annotations that have been skipped.

Note that each annotation is only included in their submitted count once. Label Studio does not count the same annotation twice based if it is later updated. | +| **Time Annotating** | Sum of `lead_times` | The total time spent annotating during the selected time frame. This is calculated based on annotations that meet the criteria for `submitted_or_reviewed`.

All annotations have a lead time. The lead time reflects how much time a user spent labeling from the moment the task was opened until they click **Submit** or **Update**. This includes idle time and time spent updating previously submitted annotations.

The total time does not include time spent on annotations that have not been submitted and/or updated. For example, it does not include time spent on drafts or time spent on skipped annotations.

Lead time is cumulative across sessions. That means if they leave or log out, and then return to an annotation draft or a previously skipped annotation, then their earlier time spent on the annotation is included when calculating their lead time. | +| **Performance Score** | Calculated from reviewer actions | The Performance Score reflects the overall performance of annotators in terms of review actions (**Accept**, **Reject**, **Fix+Accept**).

The calculation is as follows: | +### Annotation graphs -### Performance summaries +![Screenshot of annotator dashboard graphs](/images/analytics/annotator-graphs.png) + +| Graph | Description | +| --- | --- | +| **Annotation States Over Time** | A summary of all annotations completed by the user, segmented by date over the selected time period. | +| **Time Spent Annotating** | The time spent annotating (the lead time), segmented by date over the selected time period.

This includes two metrics: The total time spent annotating in hours, and the average time per annotation in minutes. | !!! note - The performance summaries only apply to annotation activities, not reviewer activities. + The date and time are calculated based on when they completed the annotation (see `last_action` above), and not when they began their annotation. See [Filter by data range](#Filter-by-date-range) -| Metric | Calculation | Description | -| --- | --- | --- | -| **Total Time** | Sum of `lead_times` | The total time spent annotating during the selected time frame. This is calculated based on annotations that meet the criteria for **Submitted Annotations** (see below).

All annotations have a `lead_time`. The lead time reflects how much time a user spent labeling from the moment the task was opened until they click **Submit** or **Update**. This includes idle time.

The total time does not include time spent on annotations that have not been submitted and/or updated. For example, it does not include time spent on drafts or time spent on skipped annotations.

However, if they return to an annotation draft or a previously skipped annotation, then their earlier time spent on the annotation is included when calculating their total annotation time. | -| **Submitted Annotations** | Sum of `submitted_or_reviewed` | The total number of annotations the user submitted during the selected time frame.

This includes annotations that have been submitted and updated.

It does not include annotations that have been skipped. It also does not include annotations that were submitted and have since been rejected by a reviewer. However, if the annotator updates a rejected annotation and that fix is then accepted by a reviewer, the corrected annotation is included within their Submitted Annotation count.

Note that each annotation is only included in their submitted count once. Label Studio does not count the same annotation twice based if it is later updated. | -| **Total Time (Median)** | Sum of `submitted_or_reviewed` * the median of `lead_times` | The number of submitted annotations multiplied by their median annotation time. | -| **Time per Annotation (Median)** | Median of `lead_times` | The median time they spent on each submitted annotation. | -| **Time per Annotation (Average)** | Average of `lead_times` | The average time they spent on each submitted annotation. | -| **Performance Score** | Calculated from reviewer actions | The Performance Score reflects the overall performance of annotators in terms of review actions (**Accept**, **Reject**, **Fix+Accept**).

The calculation is as follows: | -### Graphs +### Annotator performance table -![Screenshot of annotator dashboard graphs](/images/project/annotator_dashboard_graph.png) +This is a detailed table with performance metrics for each user. + +![Screenshot of annotator table](/images/analytics/annotator-perf-table.png) + +Keep in mind that all metrics in the table, including task assignments, are [filtered by the time frame selected](#Filter-by-date-range). + +| Column | Description | +| --- | --- | +| **Assigned** | The number of annotations that have been manually assigned to the user + the number of submitted annotations in projects using automatic assignment. | +| **Pending** | The number of annotations that have been manually assigned to the user and have not yet been submitted or skipped. | +| **Submitted** | Number of submitted annotations. This includes annotations that have and have not been reviewed. | +| **Skipped** | Number of skipped annotations. | +| **Performance Score** | The performance score is calculated based on review actions on submitted annotations. See [the table above](#Annotation-performance-summaries) for a complete description.

If no annotations have been reviewed, this column is grayed out. | +| **Accepted** | Number of submitted annotations that have been accepted by reviewers. | +| **Fix + Accepted** | Number of submitted annotations that have been adjusted (fixed) by reviewers and then accepted. | +| **Rejected** | Number of submitted annotation that have been rejected by reviewers. | +| **Total Time** | The total time this user spent annotating (sum of `lead_times`). See [the table above](#Annotation-performance-summaries) for a complete description. | +| **Average Time** | The average time spent on each submitted annotation (average of `lead_times`). | +| **Median Time** | The median time spent on each submitted annotation (median of `lead_times`). | + + +## Reviews + +The **Reviews** tab shows information related to a user's activity reviewing other users' annotations. + +### Review performance summaries + +| Metric | Description | +| --- | --- | +| **Total Reviews** | Total number of annotations reviewed by the user. This includes all annotations that they have accepted, rejected, or updated and then accepted. | +| **Time Reviewing** | The total time spent reviewing. This is calculated from when a user opens an annotation to when they either take action on it (such as approving it) or close it by moving away from the task. This also includes idle time when the window is in focus. | + +!!! note + Data collection for review time began on September 25, 2025. If you filter for earlier dates, review time will not be calculated. + +### Review graphs + +![Screenshot of review dashboard graphs](/images/analytics/reviewer-graphs.png) | Graph | Description | | --- | --- | -| **Annotation Summary** | A summary of all annotations done by the user over the selected time period, broken down by submitted, skipped, and updated. | -| **Annotations** | The same information as in the **Annotation Summary**, but segmented by date. | -| **Total Time Annotating** | The total time spent annotating each day, calculated as either the median time spent or average time spent. | -| **Time per Annotation** | The median and average time per submitted annotation segmented by date.

Note that the date and time are calculated based on when they completed the annotation (see `last_action` above), and not when they began their annotation. | -| **Review Time** | This is the time, in seconds, that a user spends looking at submitted annotations. This is calculated from when they open an annotation to when they either take action on it (such as approving it) or close it by moving away from the task.

Note that the review time metric only began being collected on September 25, 2025. | -| **Reviews** | These are are all review actions the user has taken. For example, if they reject and then later accept an annotation, this graph will reflect both the **Accepted** and **Rejected** actions. | +| **Review States Over Time** | A summary of all reviews completed by the user, segmented by date over the selected time period. | +| **Time Spent Reviewing** | The time spent reviewing, segmented by date over the selected time period.

This includes two metrics: The total time spent reviewing in hours, and the average review time per annotation in minutes. | + +!!! note + The date and time are calculated based on when they either completed the review (such as by accepting it) or exited the annotation. See [Filter by data range](#Filter-by-date-range) + +### Reviewer performance table + +This is a detailed table with performance metrics for each user. + +![Screenshot of reviewer table](/images/analytics/reviewer-perf-table.png) + +Keep in mind that all metrics in the table, including task assignments, are [filtered by the time frame selected](#Filter-by-date-range). + +| Column | Description | +| --- | --- | +| **Annotations Reviewed** | The number of annotations that the user has reviewed. This includes all review actions (accept, reject, fix + accept). | +| **Pending** | The number of annotations that the user has been manually assigned as a reviewer and which have not yet been completed. | +| **Accepted** | Number of annotations the user has accepted. | +| **Fix + Accepted** | Number of annotations the user has updated and then accepted. | +| **Rejected** | Number of annotations the user has rejected. | +| **Total Time** | The total time this user spent reviewing. See [the table above](#Review-performance-summaries) for a complete description. | +| **Average Time** | The average time spent on each annotation. | +| **Median Time** | The median time spent on each annotation. | + diff --git a/docs/themes/v2/source/images/analytics/analytics-menu.png b/docs/themes/v2/source/images/analytics/analytics-menu.png new file mode 100644 index 0000000000000000000000000000000000000000..94454e39579efd09f7a9e033cba6cf34ae8df951 GIT binary patch literal 42758 zcmaf52Ut@{*G3dn5V6n%De5Y{iHOqG6%Y`R-a!zME?v6O1(hOLDAE-ILg+2j1Qtn< z-U9>@B|zwr5?UbqH~P7|-@k#6=gE`H&7HY3XU?4Ro^$4t;6rKi^P4t<_SX~i6B!48T_2dIJX#BR zI0}3neWYgMMMJ}Ok@7ikNB6hyG&IUIcYeR2|MAFwvnH<_t4GPZ@Lfu@mp-A z)CwFgCiOnGeQ^GPgC86pY>yxH>bkz3Larxv6g{jVAScZ=UkbU*xKeEI=ytuY=&e2YLB%wqERZJCJLdwP8g%6S10&H>Rm3WnwWVhmVQ!$)p4i(ElbiPRpP2{q;5SAEyJk zRf(9HoZxeZ@Bwz5%h6xnUTP-ne#e`V;JZ5!k2}ak`4(+^EE?!Fn?Uw~34BZRsv7;~ zc4W+OVBAxW84v!tWfRGMR^Ml53ukS0GUOTp9Mc=Cwj6UBMw?cqR2jY!<9q8P#bD*w 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