networkx.random_powerlaw_tree_sequence¶
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networkx.random_powerlaw_tree_sequence(n, gamma=3, seed=None, tries=100)[source]¶ Returns a degree sequence for a tree with a power law distribution.
Parameters: n : int,
The number of nodes.
gamma : float
Exponent of the power law.
seed : int, optional
Seed for random number generator (default=None).
tries : int
Number of attempts to adjust the sequence to make it a tree.
Raises: NetworkXError
If no valid sequence is found within the maximum number of attempts.
Notes
A trial power law degree sequence is chosen and then elements are swapped with new elements from a power law distribution until the sequence makes a tree (by checking, for example, that the number of edges is one smaller than the number of nodes).