nest.graphcreator package

Submodules

nest.graphcreator.make_graph module

nest.graphcreator.make_graph.makeDirectedGraph(df, srcColNames: List[str], dstColNames: List[str], weightCol: str, directed: bool = True)

Constructs a graph from a dataframe. This function takes a dataframe and constructs a graph in which each of the rows represents an edge.

Parameters:

• df – pandas dataframe where each row represents an edge

• srcColNames – Columns that represent the source columns

• dstColNames – Columns that represent the destination columns

• weightCol – Column that represents the edge weight

Returns:

A networkx graph

nest.graphcreator.make_graph.makeTimeSeriesOfGraphs(df, timeCol: str, srcColNames: List[str], dstColNames: List[str], weightCol: str, directed: bool = True)

Constructs a graph from a dataframe. This function takes a dataframe and constructs a graph in which each of the rows represents an edge.

Parameters:

• df – pandas dataframe where each row represents an edge

• timeCol – Columns that represent the time column

• srcColNames – Columns that represent the source columns

• dstColNames – Columns that represent the destination columns

• weightCol – Column that represents the edge weight

Returns:

A networkx graph

Module contents