A dataset collected from scientific publications on Atomic Layer Deposition (ALD) on particle substrates, limited to English-language literature with DOI handle and containing experimental data on the topic. Only particles in powder form are considered, excluding immobilized particles on a substrate, pelletized particles, particle-based electrodes etc. Besides bibliographic data, the dataset quotes basic qualitative values from the original works. The initial dataset contains 802 publications from the years 1988 through 2023.