Ella: Reality Competition Analytics - Showcase Project
Listed November 11, 2026
About Ella: Reality Competition Analytics
Maps, voting analytics and social graphs for reality competition TV shows.
An analytics dashboard for fans and writers covering reality competition shows, starting with The Traitors. Filter by country, season, role (Faithful or Traitor) and outcome, then explore: Contestant Map: where players come from, with clickable profiles that link every fact to its source City Leaderboard: hometowns and residences ranked Voting Analytics: how accurately Faithfuls spot Traitors, false-accusation rates, majority alignment, and a full roundtable vote log Outcome Funnel: from starting roles through eliminations and finalists to winners Social Graph: an interactive network of who voted for whom Survival by role, win rates, an elimination timeline, placement distribution, geographic diversity, and a timeline for each player The data model covers franchises, seasons, people, votes and source claims, and isn't tied to one show, so other formats can be added. A documented REST API runs the dashboard.
Project details
Website: https://ella-vkjb.onrender.com