phasik.classes.TemporalNetwork.TemporalNetwork.from_node_timeseries

classmethod TemporalNetwork.from_node_timeseries(node_timeseries, normalise='max')[source]

Creates a temporal network by combining node timeseries into edge timeseries.

By construction, the underlying static network created is always fully connected.

Parameters
  • node_timeseries (pandas.DataFrame) – Timeseries of nodes, indexed by node name and times as columns

  • normalise ({‘max’, ‘minmax’, “standardise”, None}) – Choice of normalsation of the edge timeseries

Return type

TemporalNetwork