SubSect — An Interactive Itemset Visualization

SubSect is an interactive visualization for itemsets and association rules. This repository only includes the source code, for a detailed description of the visualization, refer to:

De Pauw, Joey, Sandy Moens, and Bart Goethals. "SubSect—An Interactive Itemset Visualization."

Find a running example here: https://joeydp.github.io/SubSect/.

Usage

Since this is only a way to visualize itemsets and association rules, not mine them, it is best used in conjunction with a data mining tool. It has already been integrated in SNIPER, a web-based tool for pattern mining with a main focus on facilitating data exploration.

Otherwise you can load the circular.css and circular.js files and call the visualization manually as follows:

varbody=d3.select("body");circular(body,// element to append svg to{"items": [{"id": "A","label": "Airplane","icon": "plane"},{"id": "B","label": "Bicycle","icon": "bicycle"},{"id": "C","label": "Car","icon": "car"}],"itemsets": [{"items": ["C"],"support": 0.4830097087378641},{"items": ["A","B"],"support": 0.5339805825242718},{"items": ["C","A"],"support": 0.4029126213592233},{"items": ["B"],"support": 0.6650485436893204},{"items": ["C","A","B"],"support": 0.25},{"items": ["C","B"],"support": 0.30339805825242716},{"items": ["A"],"support": 0.8009708737864077}]},800,// sizetrue// use context circle);

The full example can be seen here.