McEnnis, Daniel2009-08-122009-08-122009-08-12McEnnis, D. (2009). Graph-RAT programming environment. (Working paper 04/2009). Hamilton, New Zealand: University of Waikato, Department of Computer Science.1177-777Xhttps://hdl.handle.net/10289/2814Graph-RAT is a new programming environment specializing in relational data mining. It incorporates a number of different techniques into a single framework for data collection, data cleaning, propositionalization, and analysis. The language is functional where algorithms are executed over arbitrary sub-graphs of the data. Analytical results can be conducted using collaborative filtering or machine learning techniques. The example algorithms are under BSD license.application/pdfencomputer scienceGraph-RATdata miningWorking Paper