What Makes a Query Production-Grade — Reading Long SQL

In production, a "query" is rarely a SELECT with a WHERE clause. Real analytical work involves multi-step transformations, business logic expressed as SQL, dozens of CTEs, and hundreds of lines of code that a single analyst or engineer needs to understand, debug, and maintain. This section presents queries in that style — long, complete, and solving real business problems.