On page 14, in the last query, there is an issue with the ORDER BY clause. It currently orders by t.pagerank, but it should be ORDER BY t.pagerank DESC. The DESC keyword is missing, so instead of finding the hashtags used by the most influential trolls, the query returns the hashtags used by the least influential ones. As shown in the images, when we add DESC, we get a much more appropriate result.