The Graph
This video presents the same text shown beside it, spoken and on screen. It adds nothing the text does not say.
State
A graph is an abstract data type representing binary relations among entities: the entities are vertices, and an edge records a relation between two.
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A friendship network draws a person per vertex and an edge per friendship, and the shape becomes data.
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Deciding what the vertices and edges mean is the hard work.