Abstract Mesokurtic projections are linear with null fourth cumulants. They might be useful data pre-processing tools when nonnormality, as measured by the cumulants, is either an opportunity or a challenge. Nonnull cumulants opportunities extreme kurtosis used to identify interesting nonnormal features, for example clusters and outliers. Unfortunately, this approach suffers from curse of dimen...