wa-setpieces
Contents
Installation
Requirements
Input data
Quickstart
Load a match
Summarize every set piece
Plot the deliveries
Run the whole pipeline
Where next
By set piece
Corner
Free kick
Throw-in
Penalty
Goal kick
Kick off (coming soon)
Coverage matrix
By value model
How they connect
Expected Threat (xT)
Added value
Shot value (experimental, ML-based)
Team rating
Player rating
Defensive rating
By metric
Team and player counts
Delivery locations
Linking to shots and goals
The all-in-one summary
Zones, thirds and channels
By phase and outcome
Second phases
Retention
Outcomes
Aerial duels
By routine
Routine taxonomy
Data-driven clusters
Long throws
Penalty placement
By report and export
Self-contained HTML reports
CSV and Excel export
Command line
Gallery
Delivery map
Where deliveries end up: zone scatter and heatmaps
Second-phase corner sequences
Expected Threat (xT) for corners and free kicks
Possession retention after a restart
Team comparison: bars and a volume-vs-quality quadrant
xT added, ranked
Corner sonar
Match timeline and value flow
Set-piece report card
Set-piece added value
Corner/free-kick report + radar
Outcome shot map
Light and dark mode
Shot value (experimental)
Team and player set-piece ratings
The whole pipeline in one call
Delivery technique, post target, and data-driven routine clusters
What a team concedes most from corners
Aerial duel win rate at corners
Vertical pitch orientation
Outcome flow
Rating spread: beeswarm
Value waterfall
Value distribution: violins
Restart profile: radial bars
Success rate: waffle
Type and outcome: mosaic
Team profile: parallel coordinates
Team comparison: dumbbell
End zones: bubbles
KPI scorecard: bullet charts
Value distribution: ridgeline
Set-piece volume: stacked area
Success rate: ring
First half vs second half: slope chart
Delivery combinations: network
Delivery distance: histogram
Value distribution: box plot
Changelog
1.0.0
0.31.3
0.31.2
0.31.1
0.31.0
0.30.2
0.30.1
0.30.0
0.29.1
0.29.0
0.28.0
0.27.0
0.26.0
0.25.0
0.24.0
0.23.0
0.22.0
0.21.0
0.20.0
0.19.3
0.19.2
0.19.1
0.19.0
0.18.7
0.18.6
0.18.5
0.18.4
0.18.3
0.18.2
0.18.1
0.18.0
0.17.1
0.17.0
0.16.0
0.15.0
0.14.0
0.13.0
0.12.0
0.11.0
0.10.0
0.9.0
0.8.0
0.7.0
0.6.0
0.5.1
0.5.0
0.4.0
0.3.0
0.2.0
0.1.0
wa-setpieces
Index
Index