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As of March 10th 2016, the list contains 125 Hub candidates.
===Supplementary Data Sets===
'''Patent data''': to be pulled from USPTO or SDC Platinum.
*unable to find on the internet, must be pulled from the larger dataset
'''Number of STEM Graduate Students''' (NSF) and '''University R&D Spending''' (NSF): found for the year 2015, no data going back historically
*categorized university by MSA
'''Per Capita Income''' and '''Employment Data''' (US Census Bureau): complete for most recent census, unable to find data going back historically
'''Firm Births''' (BDS): data set found for 1990 to present, currently being cleaned up for use
===Resources===
* Yael Hochberg and Fehder (2015), located in dropbox