Constructing graph of crypto financial instruments 2016-2017
Finding correlation - It has been described in the provided reference
Degree of distribution - Every decent package in which you build the network will have a function that will calculate the empirical distribution of the vertex degrees.
Analysis of cliques and independent sets in the market graph - This is a problem of Graph Clustering. There are many methods available. Start by reading this.