The Bose-Einstein distribution describes the statistical distribution of indistinguishable particles that obey Bose-Einstein statistics, which applies to bosons such as photons and helium-4 atoms. It provides a formula to calculate the average occupancy of energy states at thermal equilibrium, highlighting how these particles can occupy the same quantum state without restrictions, unlike fermions.