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We define the \emph{occurrence graph} ) of a pattern in a permutation as the graph with the occurrences of in as vertices and edges between the vertices if the occurrences differ by exactly one element. We then study properties of these graphs. The main theorem in this paper is that every \emph{hereditary property} of graphs gives rise to a \emph{permutation class}.

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