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YouTube outliers
Last 7 days, ranked by how far each video beats its channel's median (US).
Top 0 YouTube outliers — Last 7 days
Ranked by the multiple of each video’s views over its creator’s median views in the same format. Open a title to watch it, or Analyze to break it down.
No videos qualified for this window in the latest snapshot. Outlier rankings require enough comparable uploads to calculate a median; the most-viewed board may still have rows.
How this ranking is built
- Eligible publication window: Last 7 days. It is measured from the publish date, not the date Kabo first discovered a video.
- Ordered by views divided by the median of the same creator’s recent uploads in the same format. Creators with fewer than three comparable uploads do not have a qualifying median.
- Discovery uses YouTube’s public US most-popular chart and topic searches. Displayed view counts come from the official YouTube Data API; third-party candidates do not supply the displayed counters.
- Discovery is limited to the United States. This is a discovery setting, not the creator’s nationality or the location of every viewer.
- The page uses published snapshots through a 30-minute shared cache. Check the actual snapshot date and any stale-data label; a planned collection does not guarantee a successful new observation.
Questions about this ranking
- What is an outlier video and why does it matter?
- An outlier has more views than the median of the same creator’s recent uploads in the same format. The multiple measures relative view performance. It does not establish why a video gained views or isolate the effect of its topic, format or audience size.
- How is this list of YouTube videos ranked?
- Each YouTube video is scored by its views divided by the median views of the same channel's recent uploads in the same format. The board is sorted by that multiple, highest first. Channels with fewer than three comparable uploads have no median, so they cannot appear here.
- Where does the data come from?
- From YouTube's public most-popular chart for the United States and topic searches, with view counts read from the official YouTube Data API. Displayed counts are source readings recorded by Kabo; figures that a third-party data provider reports about a video are not used for ranking. Thumbnails and titles link back to the original YouTube page.
- Which country does this board cover?
- Discovery uses the United States region setting. It is a discovery scope, not the nationality of the creator or the location of every viewer. Popular videos outside this discovered pool can be missing.
- How often is it updated?
- The page reads published snapshots through a 30-minute shared cache. The actual snapshot date is shown above the table, and snapshots older than 48 hours are marked. A refresh schedule does not guarantee a new observation on every pass.
- Is the board free?
- Yes. All rows, titles, creators and view counts are open to everyone with no signup. The Analyze button sends a video to Kabo's free YouTube Video Analyzer.
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Next step
Want the same read on your own video?
Paste a YouTube video link into YouTube Video Analyzer for a timestamped analysis of its content.