In this proposed article we consider an approximation space I = (U, R), where U denotes nonempty finite set of objects and R be an arbitrary equivalence relation defined on U. The Rough Co-zero divisor graph G(Z * (J)) of a Rough Semiring (T, ∆, ∇) on I corresponding to the Rough ideal is taken for study. The degree of each of the vertices and distance of any two vertices in G(Z * (J)) are computed. Based on the degree of vertices a Partition graph P(Z * (J)) is defined. This Partition graph is used to find the Wiener index of G(Z * (J)). The main advantage of partition graph is that all the graph theoretical parameters can be computed for any Rough Co-zero divisor graph with 2 n−m . 3 m − 2, 1 ≤ m ≤ n. An analysis of disease symptom relationship is made through the defined parameters. All of the concepts are embellished with suitable examples.