The Bohemian Club is for GOP-aligned insiders. Democrat politicians may be members and attend, I suppose, but it's not their crowd that they need support from.

Ike and Nixon, for example, gave speeches there that helped kick start their presidential campaigns due to the bigwig folks with money and influence. Nixon in his biographyspecifically says his connections made there led to his ability to run for VP and then Prez.