The TBC Data Store allows you to purchase some standard datasets available on the site or even request a custom extract of your own design!
Detailed player transaction history is available since 2012 for major leaguers and minor leaguers. Historical transactions for Major Leaguers pre-2012 is also available but excludes minor league activity.
