For a given permutation πn in Sn, a random permutation graph is
formed by including an edge between two vertices i and j if and only if $(i
- j) (\pi_n(i) - \pi_n (j)) < 0$. In this paper, we study various statistics of
random permutation graphs. In particular, the degree of a given node, the
number of nodes with a given degree, the number of isolated vertices, and the
number of cliques are analyzed. Further, explicit formulas for the
probabilities of having a given number of connected components and isolated
vertices are obtained.