2025 / 2026

Progress points for the EFL Championship 2025 / 2026 season.

%config InlineBackend.figure_formats = ['svg']
from proggyleg import proggyleg
year = 2025
league = "E1"

Cumulative Points

The sum of points up to a given game played.

proggyleg.autoplot(year, league, which="cumulative");
../_images/2264490abf27c14f09f3d91762c04560237a296839752a9ca79bfa0d448f380a.svg

Extrapolated Points

Final points assuming each team continues to score points at the same rate as they have so far.

proggyleg.autoplot(year, league, which="extrapolated");
../_images/a3e0ec723dfc4c6afde2ec79779cba772d8cc3104717050e20ca27b0cca8d7bd.svg

Position

proggyleg.autoplot(year, league, which="position");
../_images/2f90cccaa79110ed53d8921deb4ebda6c2d98805e2aa081009d538cb59f2c7b4.svg

Rolling Form

Exponential weighted moving average of points won per game.

proggyleg.autoplot(year, league, which="form");
../_images/4e0003ae0f504601e26f8d17417a2bec600a30e9441d666574ae2980e692b4b2.svg