This document provides an overview of key concepts in graph theory and social network analysis, including: - Graph representations of social networks using nodes/edges and adjacency matrices - Node degree, density, and degree distribution measures - Types of walks, trails, paths and their properties - Cutpoints, cutsets, and bridges that connect or disconnect parts of a graph - Centralization and identifying central or key nodes within a network