A couple of pages with Hugo Award-related statistics.
Hugo stats: author gender, fiction categories
An attempt to chart the genders of authors whose work has been nominated for Hugo awards in the main fiction categories.
Hugo stats: numbers of nominating ballots
Statistics about the number of people nominating for Hugo Awards over time.