How do online social networks affect political tolerance in the highly polarized climate of post-coup Egypt? Taking advantage of the real-time networked structure of Twitter data, we find that greater network diversity is not only associated with lower levels of intolerance, but that spending an additional year in a diverse network results in a significant decrease in the use of intolerant rhet...