No, it’s because beetles have the most diversity of any animal order.

“The Coleoptera, with about 400,000 described species, is the largest of all orders, constituting almost 40% of described arthropods and 25% of all known animal species…”

First paragraph of the wiki article! https://en.wikipedia.org/wiki/Beetle