The document discusses using NetworkX, a Python library, to work with graph problems. It begins with an agenda that includes getting familiar with graphs, looking at examples of graphs, and using NetworkX. It then provides a brief, simplified history of graphs involving nodes and edges. The document explains that NetworkX makes it easy to create graphs from nodes and edges in Python and visualize graphs. It also discusses loading large graph datasets and performing analysis like finding high degree nodes.