This is a thoughtful thread! I really appreciate how the distinction between fact and dimension tables is explained in such a practical way. Fact tables capture the measurable data we want to analyze, while dimension tables provide the descriptive context that makes those numbers meaningful. That clarity is essential for anyone working with data warehousing or preparing for BI interviews.