Gitcoin Beta Round Data Analysis, along with DSPYT-CodeVerse, operates under permissive open-source licenses, ensuring that all code is publicly available on repositories. Uphold the principles of transparency and collaboration within the OSS community, making analyses and methodologies accessible for peer review and contribution. As such, both Gitcoin Analysis and DSPYT-CodeVerse have their entire codebases open to the public, aligning with the standards outlined by the Gitcoin Grants Program and fostering an inclusive and vibrant OSS ecosystem.