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https://github.com/rasagy/fifa-wc-26

Collection of Data Stories about FIFA World Cup 2026 Group Stages.
https://github.com/rasagy/fifa-wc-26

claude-code codex data-visualization fifa-2026

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Collection of Data Stories about FIFA World Cup 2026 Group Stages.

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# FIFA World Cup 2026; Data Stories
Collection of Data Stories created using AI (Claude & Codex) about FIFA World Cup 2026 Group Stages.

## Stories

- [`margins`](https://rasagy.in/fifa-wc-26/margins) — All 72 matches plotted on a margin spectrum, then zoomed into the 20 draws; insight: draws aren't equal — 53% of all matches were decided by one goal or less, and Algeria 3–3 Austria stands alone as the only high-scoring draw among 20. *(Claude Code, using /data-vizard skills)*
- [`upsets-and-closeness`](https://rasagy.in/fifa-wc-26/upsets-and-closeness) — Plots all 48 teams' pre-tournament Elo expectation against actual finish alongside the same closeness spectrum; insight: most teams (33/48) finished exactly as expected, but standout upsets like South Africa and Cabo Verde jumped two spots while Group H was both the tightest group and home to one of the biggest overperformers. *(Claude Code, using /data-vizard skills)*
- [`groups-scroll`](https://rasagy.in/fifa-wc-26/groups-scroll) — A scrollytelling walk through the closest, most one-sided, and most consequential group-stage matches; insight: closeness isn't just about who won — the "loudest" (highest-scoring) games weren't always the closest ones. *(Codex, using /data-vizard skill)*
- [`tally`](https://rasagy.in/fifa-wc-26/tally) — A group-by-group atlas of all 48 teams' path through the stage; insight: every group has its own shape of story, from routs to photo finishes. *(Codex, basic prompt)*
- [`competitiveness-spectrum`](https://rasagy.in/fifa-wc-26/competitiveness-spectrum) — Ranks all 12 groups from closest to most one-sided by average goal margin; insight: Group H was a nail-biter (0.83 avg margin) while Group I was a blowout fest (2.83 avg margin). *(Claude Code, one-shot with detailed prompt)*
- [`lists`](https://rasagy.in/fifa-wc-26/lists) — Group cards, standings, and the third-place qualification race for all 12 groups; insight: shows exactly which 8 of 12 third-place finishers make the cut, not just who's "close." *(Claude Code, basic prompt)*