The World Wide Web journal gratefully acknowledges the editorial work of Xuemin Lin (University of New South Wales, Australia), Lu Qin (University of Technology Sydney, Australia), Wenjie Zhang (University of New South Wales, Australia) and Ying Zhang (University of Technology Sydney, Australia) on this special issue on Large-Scale Graph Data Analytics.