In this work we consider the class of Cayley graphs known as generalized Paley graphs (GP-graphs for short) given by , where is a finite field with elements, both in the directed and undirected case. Hence with prime, and one can assume that . We first give the connected components of an arbitrary GP-graph. We show that these components are smaller GP-graphs all isomorphic to each other (generalizing a Lim and Praeger’s result from 2009 to the directed case). We then characterize those GP-graphs which are disjoint unions of odd cycles. Finally, we show that is non-bipartite except for the graphs , , which are isomorphic to , the disjoint union of copies of .

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