xgi.stats.DiNodeStat

class xgi.stats.DiNodeStat(network, view, func, args=None, kwargs=None)

Bases: IDStat

An arbitrary node-quantity mapping.

NodeStat objects represent a mapping that assigns a value to each node in a network. For more details, see the tutorial.

Attributes

name	Name of this stat.

Methods

asdict	Output the stat as a dict.
aslist	Output the stat as a list.
asnumpy	Output the stat as a numpy array.
aspandas	Output the stat as a pandas series.
ashist	Return the distribution of a numpy array.
max	The maximum value of this stat.
mean	The arithmetic mean of this stat.
median	The median of this stat.
min	The minimum value of this stat.
std	The standard deviation of this stat.
var	The variance of this stat.
moment	The statistical moments of this stat.
argmin	The ID corresponding to the minimum of the stat
argmax	The ID corresponding to the maximum of the stat
argsort	Get the list of IDs sorted by stat value.