Time series analysis

Intermediate Network Analysis in Python

Eric Ma

Data Carpentry instructor and author of nxviz package

Time series

date1

datetime.datetime(2011, 11, 10, 0, 0)

days = 4
td = timedelta(days)

date1 + td

datetime.datetime(2011, 11, 14, 0, 0)

<networkx.classes.graph.Graph at 0x10e7c04a8>

nx.degree_centrality(G)

{1: 0.5, 'c': 0.5, 'b': 0.25, 2: 0.5, 'a': 0.25}

nx.bipartite.degree_centrality(G, [1, 2])

{1: 0.6666666666666666, 2: 0.6666666666666666,
'b': 0.5, 'c': 1.0, 'a': 0.5}

Intermediate Network Analysis in Python