An approach for processing node data from code repository websites to generate patterns is disclosed. Node data can be parsed from a projects webpage or received from a code repository server hosting the repository website. Visualizations can be generated in a browser from the node data. The visualizations can be displayed within the browser and further be used to receive filter instructions. Refined node data can then be exported for further analysis.