Eirik is a tool for exploring large data sets, by using statistical analyses and multiple linked visualizations for data reduction. It relies on R, QT4 and OpenGL. Developed as part of AstroGrid/VOTech, Eirik uses Ice and xmlrpc for distributed computing.