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===To Do===
We need to find and clean up data sets at the MSA level
*Patent data (USPTO)
*Number of STEM Graduate Students (NSF)
**in progress
*University R&D Spending (NSF)
*Per Capita Income (US Census)
**complete (Employment and Income_MSA.xls)
*Employment (US Census)
**complete (Employment and Income_MSA.xls)
*Firm births (BDS)
*SELECT MSAs!!! Possible method: choosing CMSAs with Distinct companies funded
** >100 = 38
** >75 = 45
** >50 = 52
** >25 = 80
** Total 238
**greater than 100 will give us 52 CMSAs to work with
ββTo Do
*MSA level trends: http://www.metrotrends.org/data.cf
===Data Cleaning===