graph_tool.stats.vertex_average#

graph_tool.stats.vertex_average(g, deg)[source]#

Return the average of the given degree or vertex property.

Parameters:

gGraph: Graph to be used.
degstring or VertexPropertyMap: Degree or property to be used for the histogram. It can be either “in”, “out” or “total”, for in-, out-, or total degree of the vertices. It can also be a vertex property map.

Returns:

averagefloat: The average of the given degree or property.
stdfloat: The standard deviation of the average.

See also

vertex_hist: Vertex histograms.
edge_hist: Edge histograms.
edge_average: Average of edge properties.
distance_histogram: Shortest-distance histogram.

Notes

The algorithm runs in \(O(|V|)\) time.

If enabled during compilation, this algorithm runs in parallel.

Examples

>>> from numpy.random import poisson
>>> g = gt.random_graph(1000, lambda: (poisson(5), poisson(5)))
>>> print(gt.vertex_average(g, "in"))
(5.028, 0.071240...)

graph_tool.stats.vertex_average

Contents

graph_tool.stats.vertex_average#