The fight with ArcGIS is over. The data is now completely merged and loaded into Stata for analysis. I should be able to have some initial results ready to show soon. In general though, the price of instruments is a much smaller proportion of weekly and monthly income than I had expected. I will also be working to create some interactive maps that show the dispersion of community resources available throughout the US, as well as community indicators related to employment of musicians and artists. This material, when finished, will be available to view on my business’s website (PACES) in a few months.