By that metric, though, you should probably also be including many/most videos with labels like “teen”, “schoolgirl”, “barely legal”, etc; it’s not uncommon for videos in those categories to emphasize youth in similar fashion.
So we actually see a decline in semantic-relationship to “child” starting around 2020, almost certainly as a result of Nicholas Krisof’s “The Children of Pornhub” NYT investigation that year. Pornhub removed many titles and instituted stricter rules. Note that “child” is not a keyword, it’s a semantic proxy, so it’s capturing some of the “youth” or “teen” trend.
By that metric, though, you should probably also be including many/most videos with labels like “teen”, “schoolgirl”, “barely legal”, etc; it’s not uncommon for videos in those categories to emphasize youth in similar fashion.
So we actually see a decline in semantic-relationship to “child” starting around 2020, almost certainly as a result of Nicholas Krisof’s “The Children of Pornhub” NYT investigation that year. Pornhub removed many titles and instituted stricter rules. Note that “child” is not a keyword, it’s a semantic proxy, so it’s capturing some of the “youth” or “teen” trend.