Aerial duel win rate at corners

Every aerial_duel category delivery in delivery_outcomes now identifies who actually won the header, from the raw Opta Aerial event’s own outcome flag. aerial_duel_summary rolls that up into a per-team win rate and a per-player win count.

from pathlib import Path

from wa_setpieces import load_matches
from wa_setpieces.core.outcomes import aerial_duel_summary
from wa_setpieces.viz.plots import plot_aerial_duel_win_rate

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

events = load_matches(DATA)

team_summary, player_summary = aerial_duel_summary(events, "corner")
team_summary

	contestantId	duels_involved	duels_won	win_rate
0	cxb4hqite921i36gwrezdts7c	1	1	1.0
1	f2yd0yzt0om6qhks9gbowu1d6	1	0	0.0

player_summary

	playerId	playerName	contestantId	duels_won
0	eu1htvf3chz0kcrl5paflxzv9	Deyverson	cxb4hqite921i36gwrezdts7c	1

fig, ax = plot_aerial_duel_win_rate(team_summary)