We investigate geometric arrangement of drops in dropwise condensation using graph theory.
Time-series geometric arrangement of drops is characterized by nodes and edges.
The heat transfer coefficient has a strong correlation with overall average degree.
The heat transfer coefficient has a strong correlation with time-averaged clustering coefficient.