graph-express 1.0a1

Python library to analyze and plot network graphs.

graph-express

A Python package for the analysis and visualization of network graphs which uses familiar libraries such as NetworkX, NetworKit, igraph, and plotly.

Requirements

• Python 3.6.8+
• datashader>=0.10.0
• kaleido>=0.2.1
• leidenalg>=0.8.3
• networkit>=7.0
• networkx>=2.3
• openpyxl>=3.1.2
• pandas>=0.25.3
• plotly>=3.10.0
• python-igraph>=0.8.3
• python-louvain>=0.14

Usage

import graph_express.graph_express as gx

# Build graph from file
G = gx.read_graph("/path/to/file", ...)

# Compute centrality and partitions (communities)
df = gx.compute(G, ...)

# Plot network graph
fig = gx.plot(G, ...)

Command line interface

A CLI is partially implemented and may be executed with:

graph-express {build,compute,plot} input [...]

References

• Datashader
• igraph
• Leiden
• NetworkX
• Networkit
• Plotly