They need to be near a high bandwidth fiber connection, but with relatively cheap land. So the outer edges of major cities are prime locations, with Ashburn VA being the prime example. There is no reason to put them further out because the added costs don't make sense and the data centers actually have minimal impact on the surrounding population outside of hyperventilating conspiracy theorists, Ashburn VA also being the prime example.