This paper presented methods and techniques employed for anonymising, cleaning, and analysing the largest freely available diabetes dataset, i.e., OpenAPS Data Commons, donated by insulin-requiring individuals using open-source automated insulin delivery technologies. Here, INS is linked to diabetes mellitus.