{"id":50412036,"url":"https://github.com/ryanbbrown/ut-grades-dashboard","last_synced_at":"2026-05-31T04:03:31.251Z","repository":{"id":320933062,"uuid":"1083193448","full_name":"ryanbbrown/ut-grades-dashboard","owner":"ryanbbrown","description":null,"archived":false,"fork":false,"pushed_at":"2025-10-26T19:13:27.000Z","size":1338,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-10-26T21:09:36.099Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"HTML","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ryanbbrown.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-10-25T14:29:26.000Z","updated_at":"2025-10-26T19:13:31.000Z","dependencies_parsed_at":"2025-10-26T21:09:47.900Z","dependency_job_id":"3d785ec6-bfd7-44be-8f2a-d98231f4e9e1","html_url":"https://github.com/ryanbbrown/ut-grades-dashboard","commit_stats":null,"previous_names":["ryanbbrown/ut-grades-dashboard"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/ryanbbrown/ut-grades-dashboard","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ryanbbrown%2Fut-grades-dashboard","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ryanbbrown%2Fut-grades-dashboard/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ryanbbrown%2Fut-grades-dashboard/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ryanbbrown%2Fut-grades-dashboard/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ryanbbrown","download_url":"https://codeload.github.com/ryanbbrown/ut-grades-dashboard/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ryanbbrown%2Fut-grades-dashboard/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33718463,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-05-31T02:00:06.040Z","response_time":95,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-05-31T04:03:30.442Z","updated_at":"2026-05-31T04:03:31.244Z","avatar_url":"https://github.com/ryanbbrown.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# UT Austin Historical Course Grades Dashboard\n\nAn interactive dashboard for exploring historical grade distributions across courses at the University of Texas at Austin. Built using Altair. Live interactive dashboard [here](https://ryanbbrown.com/files/ut-grades-dashboard.html).\n\n![UT Grades Dashboard](output/ut-grades-dashboard.svg)\n\n## Overview\n\nThis project processes 750,000+ grade records spanning 32 semesters (2010-2022) and creates an interactive, progressive Altair dashboard that allows users to:\n\n- **Explore grade distributions by college and department** - Interactive scatterplot showing average grades across different course prefixes\n- **Compare individual courses** - Filter by prefix to see specific courses with grade vs. enrollment trends\n- **View detailed grade breakdowns** - Bar chart showing the full letter grade distribution for any selected course\n\nAltair interactive charts are exported as html files; the data is embedded directly in the html, which makes the file large + slow with large datasets. To improve efficiency, the data for this dashboard is instead stored in a public Cloudflare R2 bucket and referenced by url in the html.\n\nNote that this project was completed in May 2022 but only locally; this repo is just a quick cleanup + upload of the project.\n\n## Installation + Usage\n\n### Install\n```bash\n# Clone the repository\ngit clone \u003cyour-repo-url\u003e\ncd ut-grades-dashboard\n\n# Install dependencies\nuv sync\n```\n\n### Full Run\nThis will:\n1. Process the raw data and create aggregated datasets\n2. Generate the interactive dashboard at `output/ut-grades-dashboard.html`\n\n```bash\nuv run main.py\n```\n\n### Run Options\n```bash\npython main.py --help\n\nOptions:\n  --prepare-only        # Only run data preparation step\n  --visualize-only      # Only run visualization step (requires processed data to be present already)\n  --download-raw        # Download the raw data to data/raw from public Cloudflare R2 buckets\n  --upload-processed    # Upload processed datasets to S3-compatible storage; requires .env file\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fryanbbrown%2Fut-grades-dashboard","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fryanbbrown%2Fut-grades-dashboard","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fryanbbrown%2Fut-grades-dashboard/lists"}