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Can anyone give concrete examples of datasets that are better suited for a graph database and why?

Anything Social. Product or Person hierarchies. Network datasets. Ancestry (genetic or data), etc.

They are better suited for Graph Databases because the queries tend to be many joins traversing paths both deep and wide.