This dataset is designed for teaching one-way multivariate analysis of variance (MANOVA). The dataset is a subset of data derived from the 2015 Canadian Fuel Consumption Ratings, and the example shows how to test whether the CO2 emissions and highway fuel consumption of an automobile both differ based on the number of engine cylinders in that automobile. The dataset file is accompanied by a Teaching Guide, a Student Guide, and a How-to Guide for Stata. The Student Guide and data curation were done by the Odum Institute, and the How-to Guide was co-authored by Abigail-Kate Reid and Nick Allum