Here we upload the videos used to study the spontaneous and intermittent collective motion observed in small groups of sheep. We used groups of size N=2, 3 and 4 individuals. Details on the analysis can be found in DOI: 10.1038/s41567-022-01769-8 (published in Nature Physics).