There are 10s of millions Git repositories publicly available over the Internet, but what kind of tools would one need to be able to treat all this code as a Big Dataset? I will talk about new and existing OSS tools that were built and used, in order to allow collection and analysis of millions of Git repositories on commodity hardware clusters.