Some core analytical capabilities are required to be hosted by the platfom in order to support browser only accesss to the data worldwide.
By providing a means to allow data analysis in the cloud the statasticians can work together to discover, publsh or review work from anywhere in the world.
Jupyter notebook gives an interactive environment to document and run code against data.
Dremio is an advanced scalable data analysis platform
Rasterfoundry is a graphical Geodata analysis platform