"the data set represents the distribution of the female employees and the total employees in the private sector (excluding the Free zone) by the following attributes: (1) gender, (2) age class, (3) emirate, (4) skill level as per labour law in UAE and (5) the occupation at the level of major group of the International Standard Classification of Occupations ISCO-08 and (6) the economic activity at the level of section as per the International Standard of Industries Classification version 3.1 (ISIC 3.1). 2011-2019" *metadata sheet included in the file