The City of Chicago Data Portal is just that, an online portal to data for the City of Chicago. Datasets are available for categories including administration and finance; education; historic preservation; parks and recreation; sanitation; transportation; and more.
The City of Chicago Data Portal uses the Socrata Open Data API, which uses REST and returns responses in a variety of formats including JSON, XML, and RDF.
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