Northern Virginia was chosen for it's proximity to existing data centers (us-east), proximity to a growing AWS government client base, the size of the workforce, and possibly the consideration that they will win and service the DoD JEDI contract. Companies like Amazon rarely lobby directly. They typically use industry groups.