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Over 51.5 million parking event records were collected by in-ground sensors across Melbourne's central business district in 2014. The City of Melbourne Open Data platform provides this dataset, which logs vehicle arrival and departure times, parking restrictions, and overstay status for each bay.
Download includes a 1.56GB compressed CSV file. License is CC-BY. Known data issues regarding 'OLD' restriction tags, negative durations, and imputed times are documented.