Statistical Analysis of the Elo Rating System in Chess

The distribution of the German chess rating with the best-fit

A score distribution curves comparison - Chess Forums

On Ratings - by Nate Solon - Zwischenzug

File:Weekly Classical rating distribution Lichess March 7, 2021

Average Player Rating? It Depends.

A few questions about ratings curves and possible adjustments

Based on Elo rating, what percentile am I in? - Chess Stack Exchange

Chess ratings of male & female players organized by proportion (src in comments) : r/chess

Distribution of chess skill as measured by Elo rating in FIDE (blue

data request - Searching for a dataset about chess ELO rating distribution broken down by gender - Open Data Stack Exchange