Don't take the attitude of that taxi driver personally. I must say, as a native and inhabitant of Latin America that generalization is not exclusive for "Westerners", in our own countries people tend to generalize, for example to me something similar has happened to me in my own city, just because I live in an area a little better than others. I wish that experiences like that are the only bad thing that can happen and that the rest are very positive.