Density estimation technique for reconstruction of state duration distributions was worked out for the case of time data being registered for elements of social medium that were in a given state at some fixed moment of observation. The procedures for distributions reconstruction through the sample data of durations from state occurrence to observation moment were presented. The accuracy of the reconstruction was analyzed.