interactive visualization, including ‘drill-down’ to expand the view on a specific detail, faceted filtering and comprehensive hyperlinking. Full remote reproducibility remains a challenging problem, in particular for computations that require large computing resources or access data through infrastructure that is potentially transient or has restricted access (e.g., the cloud). Nevertheless, many examples of fully reproducible research reports have been produced with Bioconductor [6,10–14].