There is an ongoing trend to digitize museum collections. A good example is the Rijksmuseum, whose digitization project started in 2007 and covers their complete collection containing over one million items. Many of them are already extensively annotated with title, artist, dating, size of the work etc. When we look specifically at the digital paintings collection of the Rijksmuseum, we can filter out about 1800 paintings. Studying this subcollection through data and tools together with a computer scientist, we identified a number of themes we found interesting from both an art historical and a digital perspective. This resulted in a website consisting of 5 stories where the visitor can connect to artworks in the Rijksmuseum interactively. You can explore the results yourself on www.visualizingvisions.com.