Choosing NetworkX Graph vs MultiGraph for Production Data with Duplicate Edges
When building a NetworkX graph from an edge list that may contain multiple edges between the same node pair, the local test set often contains no duplicates, so a simple nx.Graph works. In production, duplicate edges appear and the Graph class silently overwrites the attribute dictionary of the existing edge, keeping only the last set of attributes. The alte