resources
my projects
ASA VizHub
A platform for generating industry-quality data visualizations at the click of a button. Built using ASA data and models.
@mlsstat
An automated Bluesky feed posting data-based post-match reports for MLS matches.
@nwslstat
An automated Bluesky feed posting data-based post-match reports for NWSL matches.
@uslstat
An automated Bluesky feed posting data-based post-match reports for USL C, USL 1, and USL S matches.
xG Tableau
Dashboard for visualizing Where Goals Come From (WGCF) principles using ASA xG data for MLS + NWSL.
other tools
DAVIES
Scouting database using proprietary xGoalsAdded model. Available for many leagues. No longer maintained.
ASA Tables
Live xG + goals added (g+) tables for all American soccer leagues. One of the largest publicly available advanced analytics sources.
McLachApp
App for generating everything from scouting reports to rolling xG plots.
required reading
psst: the names are links
American Soccer Analysis American Leagues Analytics
Best of the best for public soccer analytics in the US. Must-read.
Expected Own Goals NWSL Analytics
(Podcast) The most entertaining and informative woso pod around.
The Transfer Flow Transfers European Leagues
Free transfer newsletter covering rumors & top talents.
Sounder At Heart MLS Seattle Sounders
Everything Seattle Sounders FC.
Backheeled MLS USL USMNT
Smart MLS, USL, and USMNT analysis.
The Equalizer NWSL USWNT
NWSL, USL S, and USWNT news and analysis.
Get Goalside Analytics
Articles about the history of analytics as an industry + interesting topics.
Footy Analytics Musings MLS Analytics
MLS cap + analytics breakdowns from a guy that could be a GM.
Central Winger Analytics Data Science
Articles about data topics that make your brain hurt.
Beyond the Vaudevellian Cane NWSL
Very smart and funny NWSL analysis, often using data.