In this talk I want to present the recently open sourced deepscan tooling, which allows the comfortable analysis of repositories for effective licenses, copyrights and known files. I will show how the tool is structured and how it works. How the similarity analysis is used and what the current results are. Also I will demonstrate how the free analysis service can be used and how it may be used to review and re-assess findings.