Is the city Washington D C in the southern hemisphere?

The northern hemisphere is north of the equator, and Washington DC is north of the equator, so it's in the northern hemisphere.

No. The coordinates of the city are roughly 38°53' N 77°02' W which places it solidly in the Northern hemisphere (and Western hemisphere if you want to divide it that way instead), but NOT in the Southern Hemisphere.