Swamps have a lot of standing water which creates a lot of mosquitoes that carry diseases. Draining a swamp reclaims land and prevents kids from dying.
I see. I always thought it was just, "swamps are smelly, okay?"
"The swamp" is a metaphor for DC politics. Unpleasant to navigate and very slow moving.