Complex sentence: The league has an annual trade deadline, typically falls right before the final month of the season, after which point no players exchanged may join the new team on a playoff roster.
Split into simpler sentences: The league has an annual trade deadline, which typically falls right before the final month of the season. After this deadline no players exchanged may join the new team on its playoff roster.