Question: what is the difference between an equal-interval classification and a quantile classification?
Answer: The equal interval classification method divides attribute values into equal size ranges. Unlike quantile classification, the number of records that fall into each category (or bin) will differ. A choropleth map using equal interval classification will emphasize the amount of an attribute relative to one another.