tcg-research-desk 0.1.27

Tools to analyze and build dashboards for trading card game tournaments

Tcg-Research-Desk

Various tools for analysing trading card game tournament results. Behind Urza's Research Desk - a web app to display and interrogate win rates and aggregate archetypes from magic the gathering. See the app here!

Dev Notes

V1 Requirements

There is some major functionality/things to investigate before making this more widely available:

TODO

• Bug: "Unholy Annex // Ritual Chamber" and "Unholy Annex && Ritual Chamber" both show up in the data.
• Bug: "(BRO 16)", "(DAR 213)", etc. show up in data for Pioneer.
• Bug: All decks have valid WRs - Fix globbing in get_tournament_files (related to broader problem of format id from file).
• Split into preprocess and postprocess pip imports (mainly an sklearn thing).
• Remove pre-modern and premodern from modern
• Docco/how to.
• Confidence on matrix.

DONE (Pending testing)

• Hover broken on flip cards in HTML.
• HTML hover in top left corner.
• Scale down.

DONE

• Lock light/dark mode.
• Fix selection default info.
• Double check interaction between selection and individual card analysis - 0 coppies now show up.
• Lock plots in place.
• Tables can't be edited.
• Automated updates from MTGODecklistCache.
• Card images onhover.
• Fix selection updates.
• How do mixed format events (PTs) look in the data? - Just constructed rounds show up.
• Mishra's Research Desk artist credit.
• Tooltip hover not covered by tabs.
• Fix tooltip in general. - Breaks when you go straight from one to another.
• Win rate scatter legend placement.
• Archetype bundles.
• Reset all selections option.
• Handle for when no selected decks play 0 coppies of any card.
• Process_data also saves a minimized AtomicCards.json
• Process_data to also save opening clusters

V2 Goals

• Temporal analysis.
• (Option to) Remove mirrors.
• Add tooltip to cards in html vis.
• Show last data read time
• Easy time select on format boundaries (new set release, bans).
• Filter to specific event.
• Loading messages
• Card search on mobile.
• Plotting accessibility features (colours and fill/marker styles, not just colour).
• Highlight cards of interest (extreme wr variation by qtty within archetypes).
• Strip out as much data as possible. (do some of the tourney/player/archetype merging in preprocess, only keep card data needed for vis).