An Expected Goal (XP Goal) value is the estimated probability that a shot results in a goal. It is a way to measure with numbers what football fans or pundits usually feel.
XP Goal is now a quite commonly known football statistics, although detailed statistics are not readily available on a per-game details.
Build a simple XP Goal from scratch, scrapping relevant shot statistics from numerous football games and derive XP Goal values from them
- Scrap shots data from football statistics websites
- Clean, analyse data
- Build visualization to derive insights from XP Goal values at a team-level
Medium article available soon