Interactive Computing that uses web applications such as Jupyter Notebooks allows researchers to quickly prototype code in various programming languages, as well as share and analyze results using applications such as RStudio and OpenRefine. There are various options available, ranging from the open-source JupyterHub to commercial solutions.
Compute & Storage