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City of Melbourne Open Data provides a dataset on patents granted to municipal residents from 2010 to 2014. It includes counts of standard and innovation patents, normalized to a per 100,000 population figure.
License is Creative Commons Attribution (cc-by). File formats are JSON and CSV, but sample data is unavailable for inspection.