analytics

Window functions perform calculations across rows related to the current row. I use them for running totals, rankings, and moving averages. Django's Window expression with functions like RowNumber, Rank, DenseRank provide SQL window function support.

For leaderboards, let the database do ranking. Window functions are fast and expressive. Use them to compute daily top N without Ruby loops.