Although a tangential step from my original capstone direction, creating the heat maps was an extremely useful avenue to perform qualitative analysis on the collected data. Heat maps are a helpful tool to visualize code progression and see how a piece of code evolves throughout time. Their visual nature enables quick identification of both areas of concern and areas of success. Heat maps are also beneficial in facilitating comparisons between different types of programmers.