This dataset is designed for teaching network analysis. The dataset is a subset of data derived from the Florentine Families dataset collected by Padgett (1994), and the example introduces common concepts and terminologies used in network analysis. The dataset file is accompanied by a Teaching Guide, a Student Guide, and a How-to Guide for R