What kind of scale of measurement is sex? Nominal
What kind of scale of measurement is sex? Nominal
The first three are bar graphs
What scale of measurement is ethnicity?
Because you could have outliers that can influence the mean. So only a few extreme cases can significantly impact the mean. The median is immune to this issue.