This dataset presents the 500 first universities of Academic Ranking of World Universities (ARWU), also known as Shanghai Ranking, between 2005 and 2018. It highlights universities scores to ranking indicators, which measure :

• Quality of Education, with Alumni and Award indicators (10% and 20% of the final mark)

• Quality of Faculty, with HiCi and N&S indicators (20% and 20% of the final mark)

• Research Output, with PUB indicator (20% of the final mark)

• Per Capita Performance, with PCP indicator (10% of the final mark)

More information about Shanghai ranking can be found here :

http://www.shanghairanking.com/