Abstract: A system and method capable of summarizing data for all of a software company's engineers, repos (projects) and the entire organization so the executives and managers of the organization can make better decisions. The system is configured to fetch and mine data related to the end-user's organization, projects, people, source code and source code metadata and use proprietary algorithms to calculate various scores such as Velocity, Churn and Skill. The end-user is able to see the various scores, including a Master Score, for various contexts such as the Organization, repos (projects) or individuals (engineers). The score provides a CTO or VP of Engineering, for instance, with a quick health status that would otherwise be unknown or very time-consuming to obtain.