Python NetworkX - Why are graphs always randomly rotated?

Question

If I generate the same graph multiple times using NetworkX and Matplotlib it\'s rotated randomly on every generation:

Run 1:

Run 2:

Without changin

Answer 1

I just found out that you can fix the initial state of the random generated graph: just seed the generator so it will always produce the same set of random positions.

random_pos = nx.random_layout(graph, seed=42)
pos = nx.spring_layout(graph, pos=random_pos)