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""" | |
============== | |
Directed Graph | |
============== | |
Draw a graph with directed edges using a colormap and different node sizes. | |
Edges have different colors and alphas (opacity). Drawn using matplotlib. | |
""" | |
import matplotlib as mpl | |
import matplotlib.pyplot as plt | |
import networkx as nx | |
seed = 13648 # Seed random number generators for reproducibility | |
G = nx.random_k_out_graph(10, 3, 0.5, seed=seed) | |
pos = nx.spring_layout(G, seed=seed) | |
node_sizes = [3 + 10 * i for i in range(len(G))] | |
M = G.number_of_edges() | |
edge_colors = range(2, M + 2) | |
edge_alphas = [(5 + i) / (M + 4) for i in range(M)] | |
cmap = plt.cm.plasma | |
nodes = nx.draw_networkx_nodes(G, pos, node_size=node_sizes, node_color="indigo") | |
edges = nx.draw_networkx_edges( | |
G, | |
pos, | |
node_size=node_sizes, | |
arrowstyle="->", | |
arrowsize=10, | |
edge_color=edge_colors, | |
edge_cmap=cmap, | |
width=2, | |
) | |
# set alpha value for each edge | |
for i in range(M): | |
edges[i].set_alpha(edge_alphas[i]) | |
pc = mpl.collections.PatchCollection(edges, cmap=cmap) | |
pc.set_array(edge_colors) | |
ax = plt.gca() | |
ax.set_axis_off() | |
plt.colorbar(pc, ax=ax) | |
plt.show() | |