Player data for NPB are scattered, messy, and often not integrated for analysis. The environment for an analytical approach towards NPB is missing: Professionals such as 1point02 charge for membership that are unavailable for people outside Japan; Newsletters often only focus on specific topics at a short period of time, without long-term tracking.