A large bee with a fuzzy thorax can look like a bumble bee from above. Check the back end. The eastern carpenter bee’s abdomen is mostly shiny black and nearly bare. Females dig round tunnels in wood for their nests. A neat hole and fresh sawdust on or below a wooden surface can be another clue.
