Abstract: The main methods to determine crystallite size and strain from X-ray powder diffraction data are presented, illustrated by measurements on Co3O4 nanoparticles. Through comparison with the size distribution determined from scanning electron microscopy, the reliability and applicability of these methods are analyzed.