The article shows how to use MySQL CTEs and window functions to identify e‑commerce users who spent over 10,000 CNY in 2023, calculate their average spend and order count, determine their share of all users, and break the results down by city.
This article provides a comprehensive guide to user operations, covering the definition of user operation, common user analysis techniques, attribute and behavior analysis, segmentation methods using business logic and clustering algorithms, and the concept of the Aha‑moment or magic number for optimizing retention and value.
This article outlines a systematic approach for designers to identify key priorities during rapid product iterations, covering business analysis, user segmentation, strategy formulation, implementation tactics, and data‑driven validation, using the real‑world case of the Ku Dashi (Cool Master) platform.
