Success rate: waffle

A single headline ratio – throw-in retention rate for one team – as a filled-square icon array instead of a bare percentage. “27 out of 30 squares filled” carries more visual weight than “90%” does buried in a stat strip, which is the point: reach for this when one ratio is the finding you want the reader to sit with.

from pathlib import Path

from wa_setpieces import load_matches, set_piece_summary
from wa_setpieces.viz.plots import plot_success_waffle

try:
    _here = Path(__file__).resolve().parent
except NameError:
    _here = Path.cwd()
DATA = _here.parent / "tests" / "data" / "sample_match.json"

events = load_matches(DATA)
summary = set_piece_summary(events)
row = summary[summary["set_piece_type"] == "throw_in"].sort_values("attempts", ascending=False).iloc[0]

fig, ax = plot_success_waffle(
    int(row["successful"]), int(row["attempts"]), title="Throw-in retention rate",
)