Any permutation in the finite symmetric group can be written as a product of simple transpositions $s_i = (i~i+1)$. For a fixed permutation $σ\in \mathfrak{S}_n$ the products of minimal length are called reduced decompositions or reduced words, and the collection of all such reduced words is denoted $\mathcal{R}(σ)$. Any reduced word of $σ$ can be transformed into any other by a sequence of commutation moves or long braid moves. One area of interest in these sets are the congruence classes defined by using only braid or only commutation relations. The set $\mathcal{R}(σ)$ can be drawn as a graph, $G(σ)$, where the vertices are the reduced words, and the edges denote the presence of a commutation or braid move between the words. This paper presents new work on subgraph structures in $G(σ)$, as well as new formulas to count the number of braid edges and commutation edges in $G(σ)$. We also include work on bounds for the number of braid and commutation classes in $\mathcal{R}(σ)$.