DC is a more compact area than Atlanta. There are numerous social groups and clubs depending on your preference. You can volunteer in field you like. Churches are a great social networking outlet and your work place co-workers are good resources.Use the internet ie social clubs washington,dc, churches(your preference) washington dc, etc.