dislikeCount

dislikeCount is a metric representing the number of users who have expressed disapproval of a piece of content by selecting a dislike, downvote, or negative reaction. It is typically associated with online platforms such as video sharing, social networking, and forums, and is tracked per item such as a video, post, or comment.

Calculation and scope: The count is an integer that increases when a user submits a dislike. Most systems enforce one action per user per item, with the option to retract or change the reaction. Some platforms distinguish between public display and internal analytics; the count may be updated in real time or with a delay.

Visibility and policy: Public visibility of dislikeCount varies by platform. Some platforms display the count publicly, while others limit visibility to content creators or hide the number entirely. Platform policies and experiments can lead to temporary or permanent changes in how this metric is presented.

Interpretation and limitations: dislikeCount signals audience disapproval but has limitations. It can be influenced by manipulation, bots, or coordinated campaigns and may not correlate with content quality. It should be interpreted in context with other metrics such as likes, views, comments, and watch time.

Relation to other metrics: In some ecosystems, a like/dislike ratio built from dislikeCount and like counts is used for quick assessment. Some platforms use alternate signals for ranking or recommendation, while others provide different forms of feedback or moderation.