WHY SEMANTIC LAYERS MATTER — AND HOW TO BUILD ONE WITH DUCKDB

Summary from the TLDR Web Dev newsletter

Semantic layers provide a unified source of truth for business metrics across various tools. They are beneficial when you have multiple consumers of data, complex business logic, and the need for consistent metrics. This article shows a simple semantic layer using YAML, Python, Ibis, and DuckDB to query NYC taxi data.