This chapter explores the integration of images in cultural data analysis, focusing on the use of thumbnail URLs in museum datasets such. It provides step-by-step instructions on downloading, organizing, and analyzing images, including dimensions and brightness. Using the R programming language and libraries, this chapter demonstrates how to create visual montages, sort images by attributes, and filter subsets based on criteria like shape or size. The techniques presented enable users to enhance data-driven insights through image-based exploration and visualization.