title Factor

Institutional Verbs

Whether the title uses verbs typical of government communications — 'announces,' 'discusses,' 'delivers,' 'introduces,' 'presents,' 'hosts.' These verbs describe official actions rather than creating emotional engagement.

Institutional verbs signal 'official government content' to viewers. On YouTube, where the competition is creators saying 'I tested this for 30 days,' verbs like 'discusses' and 'presents' make political content feel like homework rather than something worth watching.

Regular Videos
-20%
not significant · p = 0.132
Shorts
+7%
not significant · p = 0.500
Top 10% Video
-30%
statistically significant · p < 0.001

Average Video shows the effect on a typical video. Top 10% Video shows the effect on videos in the top 10% of views — estimated via quantile regression, so you can see whether a factor helps most videos a little, or pushes the top performers much higher.

When present

The title uses formal institutional language that sounds like a government press release.

Videos with this factor

When absent

The title uses active, engaging verbs that make the content sound worth watching.

Videos without this factor

11K views