Using python web scraping, this talk will touch on the privacy implications when using web scraping to pull data from the internet. Starting with county jails and mugshots, there are some pretty obvious issues that can arise from someone who had a mugshot taken but may have not been convicted of anything. We will explore this and other issues concerning our privacy with publicly available data from scraping and mining the internet.