, while Power BI software was utilised to develop a comprehensive force-directed graph visualisation. Findings The research … findings substantiated nine lean learners and unveiled a set of seventy-three roles associated with them. The force-directed … graph facilitated the identification of lean learners and their connections to the emerged roles. Notably, the graph …