Updates to the data were done for 2017 and Q1/2 of 2018 are available as spreadsheets. When using this data, please reference them as follows:
*Egan, Edward J. (2018), "2017 U.S. Startup City Rankings", Available from www.edegan.com
*Egan, Edward J. (2018), "2017 2018 Q1&2 U.S. Startup City Rankings", Available from www.edegan.com