This folder contains code and data set associated with the Zarchary's Karate Club data (Zachary W (1977), An introduction flow model for conflict and fission in small groups, J. Anthropo. Res. 33, 452-473. The network has 34 nodes and 136 edges, and has two perceivable communities. The foloder contains 2 data sets. karate.txt: 34 by 34 adjacency matrix of the karate network. karatey.txt: 34 by 1 vector of community labels, with 1 being one group (Mr. Hi) and 2 being the other (John). The data was also analyzed in my recent paper " Fast community detection by SCORE", and the matlab code will be posted soon.