Calculating quantiles is difficult and expensive. For operations like {DataFrame|Series}.describe or quantile we're actually automatically falling back to an approximate algorithm.

This can be confusing, particularly for new users who are comparing results with pandas directly. While quantile is mentioning that this is approximate, describe doesn't even documenting the argument percentile_method since it's just inheriting the doc string from pandas