pybaseball
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playerid_reverse_lookup does not have 2025 rookies included
The player ID lookup is not updated to new data. The data pull is from Chadwick Baseball Bureau Persons Register.
Hey Jonny - good evening!
https://github.com/jldbc/pybaseball/issues/489#issuecomment-3564342911 has a bit more insight on this. The tl;dr is that I don't think pybaseball currently supports recent Lahman data