Obtaining relevant data and conveying limitations of the results are two integral components to a successful statistical analysis. It is difficult for students to internalize a deep understanding of these components using only curated, textbook-style examples. Through hands-on data collection, this activity provides a channel for students to experience all steps, from start to finish, of a data analysis for means with paired data. Students are able to experience the challenges associated with good data collection practices and relate these practices to the underlying methodological assumptions.