Arulesviz - interactive association rules vizualization tool for python
Last updated Jul 1, 2026
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README
Association rules visualisation with Python
Python-arulesviz is a port of an incredible R's library arulesviz. If familiar with R I would highly recommend to try it.
Python-arulesviz works as a jupyter-notebook widget (Video (30mb)): 
Install:
bash
pip install arulesviz
Usage:
python
g = Arulesviz(transactions, 0.001, 0.3, 12, productstodrop=[])
g.create_rules()
g.plotgraph(width=1800, directed=False, charge=-150, linkdistance=20)
Detailed examples
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