Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for implementing an integrated data visualization interface for multi-dimensional microscopy image and measurement data are disclosed. The integrated data visualization interface utilizes the known dimensional relational relationships between the images to automatically provide synchronized and coordinated visualization and manipulations across multiple related images and measurement data in multiple dataset viewer components (e.g., image grids, browsable image strips, tables, and graphs). Other features of the dataset viewer components are also disclosed.