visualize association rules using vertices and edges where vertices typically represent items or itemsets and edges indicate relationship in rules. Interest measures are typically added to the plot as labels on the edges or by color or width of the arrows displaying the edges.
Graph-based visualization oers a very clear representation of rules but they tend to easily
become cluttered and thus are only viable for very small sets of rules. For the following plots
we select the 10 rules with the highest lift.