In this study, we utilize data from a variety of sources to estimate the amount of un-collected sales taxes on electronic sales for 2008-2012. The starting point for our analysis is a survey of sales tax collection practices of the largest online retailers as reported by Internet Retailer, which reports annual online sales revenues for the 500 largest Internet retailers,