Black & Gold · a working demo on public data2018 — 2026
Scenario
Reading a season
Who you are
An analyst in the club’s front office, preparing the season review for the sporting director.
What you are here to do
Read nine seasons of Los Angeles Football Club against expected goals, from the league table down to a single player’s touches.
Your goals
Explain the gap between points won and points the chances were worth, season by season.
Find which phases of play drive results, and which players carry them.
See where results diverge from performance: opponents, venues, finishing.
The data
American Soccer Analysis public data, snapshot 16 Aug 2026. Nine seasons, 300 matches, player minutes and goals added by phase, attendance by gate. Seven saved queries; no private club data.
What you can find
Seasons · points won against expected points, year by year.
Attack · every match by chances created and conceded.
Squad · minutes, goals minus expected goals, and phase profiles per player.
Opponents · the head-to-head record against every club.
Rivals · goals exchanged with the clubs played most.
Crowd · attendance against listed capacity, home and away.