The Popular Content Filenames Dataset provides for each unique file content present in the Software Heritage Graph dataset its most popular filename. For the 2022-04-25 version, it contains over 12 billion entries and weights 413 gigabytes. This dataset allows to easily select subsets of the file contents from the Software Heritage archive based on file name patterns, facilitating reseach tasks in areas like data compression and machine learning.