The main deliverable for our project was collecting all shop data in the historic city, Venice, using 2021 Commerce Team's Venice Shops application. This application is an interactive tool that displays the location of every store in Venice on a map, provide additional identifying information for each shop when selected, allow for filtering on a number of important qualifiers. We walked to every address in Venice and collected 5,149 shops.