Complex sentence: The book also contains reports written specifically by Dorothy Ann that define new vocabulary words as they crop up in the story, presumably leading to her "know-it-all" personality in the television series.
Split into simpler sentences: The book also contains reports written specifically by Dorothy Ann that define new vocabulary words as they crop up in the story. This presumably led to her "know-it-all" personality in the television series.