It really depends on the team and organization at large companies. Every org is its own organism with full fledged characteristics. General advice is to stay away from orgs that have heavy offshore brought talent and stay close to the product org.
More diversity leads to more politics which is natural outcome because everyone has their own vested interests. Some groups from S.E. Asia promote and protect each other. Same goes when teams have high presence of just white people.