We define $PC$-polynomial of graph which is related to clique, (in)dependence and matching polynomials. The growth rate of partially commutative monoid is equal to the largest root $β(G)$ of $PC$-polynomial of the corresponding graph. The random algebra is defined in such way that its growth rate equals the largest root of $PC$-polynomial of random graph. We prove that for almost all graphs all sufficiently large real roots of $PC$-polynomial lie in neighbourhoods of roots of $PC$-polynomial of random graph. We show how to calculate the series expansions of the latter roots. The average value of $β(G)$ over all graphs with the same number of vertices is computed. We found the graphs on which the maximal value of $β(G)$ with fixed numbers of vertices and edges is reached. From this, we derive the upper bound of $β(G)$. Modulo one assumption, we do the same for minimal value of $β(G)$. We study the Nordhaus---Gaddum bounds of $β(G)+β(\bar{G})$ and $β(G)β(\bar{G})$.