tnetwork.DynGraphSN.aggregate_sliding_window

DynGraphSN.aggregate_sliding_window(bin_size=None, shift=None, t_start=None, t_end=None, weighted=True)

Return a new dynamic graph without modifying the original one, aggregated using sliding windows of the desired size. If Shift is not provided or equal to bin_size, windows are non overlapping. If no parameter is provided, creates a single graph aggregating the whole period. Yielded graphs are weighted (weight: number of apparition of edges during the period)

Parameters:

• bin_size – desired size of bins, in the internal time unit (not necessarily equals to the number of snapshot_affiliations)
• shift – time distance (shift) between the start of two successive bins, in the internal time unit (not necessarily number of sn)
• t_start – time step to start the binning (default: first)
• t_end – time step (not included) to stop the binning (default: last)

Returns:

a DynGraph_SN object