Demos
Working examples of the kind of data products we build. Each one is live: open it, click around, change things. The data is either public or fictional.
Medicare Part B Dashboard
Nine years of public Medicare claims data, filtered to physician-administered drugs and mapped to every congressional district. Pick a year and a district to see which practices are there and who owns them.
- 28 GB of federal data reduced to one dashboard
- U.S. map with a year slider, 2015–2023
- District drill-down to individual practices
Campaign Data Hub
Volunteer sign-ups, donations, email lists, and yard-sign deliveries pulled into one database and served as five dashboards. Built for a real campaign; shown here with fictional data.
- Sign tracker with a live map
- Volunteer directory and donor dashboard
- Email campaign analytics
Soccer League Manager
Schedules, standings, and results for a multi-division league. Enter a score on the Results page and watch the standings change. The production version adds a Discord bot for results posts and team rosters.
- Five divisions, forty teams
- Score entry and game rescheduling
- Standings calculated on the fly