Do you mean adjacency_matrix = nx.adjacency_matrix(nx_graph)
?
Another place, in the final line, Do you mean disease_properties["normalized_cut"] = disease_properties["conductance"] + external_edges/(2*(num_total_edges-num_internal_edges)+external_edges)
?