draw_quote_ecosystem.py

#to plot quotes heatmap:
plt.figure(figsize=(18, 16))
sns.heatmap(data=sM_All,annot=False,linewidths=0.1, cmap="YlGnBu")
plt.show()

#to render graph:
#Import array to netowrkx object with a given threshold:
G = nx.from_numpy_array(sM_All>0.25)
#figure layout and size:
pos = nx.kamada_kawai_layout(G)
plt.figure(figsize=(10, 10))
plt.axis('off')
#node size input should be changed according to network size:
nx.draw_networkx_nodes(G, pos, node_size=100, \
#this simple trick allows to render the graph with colors according to classes:
cmap=plt.cm.Dark2, node_color = list(classes))
nx.draw_networkx_edges(G, pos, alpha=0.15, width=0.2)
plt.show()