SandDance is a data visualization tool which Microsoft Research first announced in 2016. SandDance was able to handle multi-dimensional datasets of hundreds of thousands of rows and 30 columns. It showed a large number of related views by changing how marks are organized, along with their color, size, and shape. Microsoft today announced that it is open sourcing SandDance on GitHub.
SandDance provides 2D and 3D visualizations, bar charts, scatter plots, stacked charts, density plots, as well as interactive filtering and faceting of the data