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/2d5729e8442f9648110c3051a48225eb2267e86f91a2193a1c83d28392db4992.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/a59ed0d981e92e6ec273f08d8ad144704b1af21071b7726953e9fc0afb0e5594.svg

Position

proggyleg.autoplot(year, league, which="position");
../_images/b5f4fa2994648b3ff5440cffdac080b9a3188287d04d1cf1d4173b70f885fba2.svg

Rolling Form

Exponential weighted moving average of points won per game.

proggyleg.autoplot(year, league, which="form");
../_images/23582192416c4383501714e4a1968fb33b8dd65f892fb679581e7e8040c6cbf4.svg