In an effort to construct a dataset of tobacco display exposure areas, we collected images from all the known vendors of tobacco products in NYC. Four images are taken for each location in order to make sure every direction is covered. The known vendors come from a CSV file provided by Health Data NY \cite{NY2018}.  The Google Street View API \cite{contributors} allows for coordinates or addresses to be provided and returns an image for a given location. Some cleaning of the file is necessary. Any row that does not have New York City listed in the 'City' field are removed. We then create an address field to retrieve the images. Most of the coordinates provided in the CSV were incorrect, so we needed to use the addresses to retrieve the appropriate iamges. The address is created by combining the columns of the CSV that contain the street, city, and zipcode. We then enter the field into the Google Street View API along with a heading of 0, 90, 180, or 270, which is the direction the image will be retrieved from. There were 10,694 tobacco vendors in the dataset, resulting in a total number of images of 42,776 after gathering four images for each location.