Document how the dashboard scoring works

dashboard.md

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+# Interop Dashboard
+
+Our dashboard is available at https://wpt.fyi/interop.
+
+This document explains how tests are run and how score are computed. There are several layers of async operations with varying amounts of delay, so this might also serve as a guide to identify where the problem is if the dashboard is not being updated.
+
+## Focus Area Definitions
+
+The focus areas are defined by the combination of three data sources:
+
+- [wpt-metadata](https://github.com/web-platform-tests/wpt-metadata) labels specific tests with labels like `interop-2022-subgrid`. These labels are added manually after review of the test lists. The easiest way to enumerate all labeled tests is through the [wpt.fyi API](https://wpt.fyi/api/metadata?includeTestLevel=true&product=chrome).
+- [`category-data.json`](https://github.com/web-platform-tests/results-analysis/blob/main/interop-scoring/category-data.json) defines the focus areas for each year as an identifier like `interop-2024-layout` and a set of labels like `interop-2021-flexbox`, `interop-2022-subgrid`, etc.
+- [`interop-data.json`](https://github.com/web-platform-tests/wpt.fyi/blob/main/webapp/static/interop-data.json) provides human readable names for the focus area identifiers, such as "Layout" for `interop-2024-layout`. This file also includes investigation efforts. The same data is available in [`interop-data.js`](https://wpt.fyi/components/interop-data.js).
+
+## Focus Area Scoring
+
+Scores for each focus area are computed in [results-analysis](https://github.com/web-platform-tests/results-analysis) and published as CSV ([example](https://raw.githubusercontent.com/web-platform-tests/results-analysis/gh-pages/data/interop-2024/interop-2024-experimental-v2.csv)) to GitHub pages. The CSV data and `interop-data.js` is fetched by the wpt.fyi frontend to populate the scores. 
+
+## End-to-End Pipeline
+
+The pipeline for updating scores is as follows:
+
+- All of WPT is run on Chrome, Edge, Firefox, and Safari across two different CI systems: Taskcluster and Azure Pipelines. The cadence varies:
+
+  - Chrome Canary: [every commit](https://github.com/web-platform-tests/wpt/blob/6f491c45bc5182275419be89a0820c2deaddc6b0/tools/ci/tc/tasks/test.yml#L188-L193)
+  - Chrome Stable: [daily](https://github.com/web-platform-tests/wpt/blob/6f491c45bc5182275419be89a0820c2deaddc6b0/tools/ci/tc/tasks/test.yml#L206-L211)
+  - Edge Dev: [every 3 hours](https://github.com/web-platform-tests/wpt/blob/6f491c45bc5182275419be89a0820c2deaddc6b0/.azure-pipelines.yml#L380)
+  - Edge Stable: [daily](https://github.com/web-platform-tests/wpt/blob/6f491c45bc5182275419be89a0820c2deaddc6b0/.azure-pipelines.yml#L344)
+  - Firefox Nightly: [every commit](https://github.com/web-platform-tests/wpt/blob/6f491c45bc5182275419be89a0820c2deaddc6b0/tools/ci/tc/tasks/test.yml#L163-L168)
+  - Firefox Stable: [daily](https://github.com/web-platform-tests/wpt/blob/6f491c45bc5182275419be89a0820c2deaddc6b0/tools/ci/tc/tasks/test.yml#L175-L180)
+  - Safari Technology Preview: [every 3 hours](https://github.com/web-platform-tests/wpt/blob/6f491c45bc5182275419be89a0820c2deaddc6b0/.azure-pipelines.yml#L491)
+  - Safari Stable: [daily](https://github.com/web-platform-tests/wpt/blob/6f491c45bc5182275419be89a0820c2deaddc6b0/.azure-pipelines.yml#L451)
+
+  Runs take 1-3 hours to complete. Results are uploaded to wpt.fyi and are made available within minutes of completion.
+
+  Delay: 1-6 hours for experimental, 1-27 hours for stable
+
+- [results-analysis-cache](https://github.com/web-platform-tests/results-analysis-cache) downloads all runs from wpt.fyi and coverts them into a more efficient format to speed up results scoring. This runs [hourly](https://github.com/web-platform-tests/results-analysis-cache/blob/683fe10f5f58c096e2a0dc3214c53ce949192c39/.github/workflows/results.yml#L7-L9) and takes less than 10 minutes.
+
+  Delay: 10-70 minutes
+
+- [results-analysis](https://github.com/web-platform-tests/results-analysis) fetches results from `results-analysis-cache` and produces the CSV files used by the dashboard. This runs [every 3 hours](https://github.com/web-platform-tests/results-analysis/blob/67c603a9b306c71da37c4798301935318949c45e/.github/workflows/update_gh_pages.yml#L7-L9) and takes a few minutes.
+
+  Delay: 0-3 hours
+
+- The wpt.fyi frontend always fetches the latest CSV files, so there is no additional delay before the changes appear on the dashboard.
+
+## Troubleshooting
+
+It's normal for experimental results to take up 10 hours to update and stable results over 30 hours. If things take longer than this it's time to troubleshoot.
+
+First check if new runs are appearing in [wpt.fyi/runs](https://wpt.fyi/runs)? If not, the runs are probably not completing in Taskcluster or Azure Pipelines. Diagnosing why this happens is not always easy, so please [file an issue](https://github.com/web-platform-tests/wpt/issues/new) and poke someone for help.
+
+Once wpt.fyi has the results it's rare for anything to go wrong, but it could be in one of the GitHub Actions workflows:
+
+- [results-analysis-cache](https://github.com/web-platform-tests/results-analysis-cache/actions)
+- [results-analysis](https://github.com/web-platform-tests/results-analysis/actions)