Book excerpt: Presents the types of analyses that can be used to examine large-scale room fire test data to prepare the data for comparison with zone-based fire models. The base of experimental data ranges in complexity from one room tests with individual furniture items to a series of tests conducted in a multiple story hotel equipped with a zoned smoke control system. Graphs and diagrams.