Discovering temporal changes in hierarchical transportation data: Visual analytics & text reporting tools

•Enumeration of the types of hierarchies, tree comparisons and changes in tree nodes.•Complete description of TreeVersity2, a web based visual analytics tool.•Two case studies with transportation datasets.•Details on the implementation of TreeVersity2.•Summary of the results of a user survey.