You've joined Shoply, an online store selling in three countries. Products sit in a category tree — Electronics → Laptops → Gaming Laptops — and merchandising reorganises and renames it every few months. The analytics team has two complaints: their dashboard takes forty seconds to load, and last week's numbers changed after somebody renamed a category.

out of scopeMargin and cost · attribution · inventory · customer-level analysis