Network graph

The data in this example represents Facebook social circle obtained from SNAP.

Most examples work across multiple plotting backends, this example is also available for:

In [1]:
import pandas as pd
import holoviews as hv
hv.extension('matplotlib')
hv.output(fig='svg')

Declaring data

In [2]:
edges_df = pd.read_csv('../../../assets/fb_edges.csv')
nodes_df = pd.read_csv('../../../assets/fb_nodes.csv')

fb_nodes = hv.Nodes(nodes_df).sort()
fb_graph = hv.Graph((edges_df, fb_nodes), label='Facebook Circles')

Plot

In [3]:
fb_graph.opts(
    cmap='tab20', node_color='circle', fig_size=350, padding=0.1,
    show_frame=False, xaxis=None, yaxis=None, node_size=10)
Out[3]:

Download this notebook from GitHub (right-click to download).