Playlist Analyzer

Summarize accessible videos in a public YouTube playlist using public views, interactions, duration, and channel mix

Public video totals
Descriptive patterns
Channel distribution

Free: 1 use a week as a guest, 3 when signed in. Refills Monday; failed runs don’t count.

How to Use the Playlist Analyzer

The Playlist Analyzer summarizes the accessible videos in a public playlist using YouTube's public metadata and counts. It reports totals, averages, public interaction ratios, outliers, upload dates, tags, categories, languages, and the mix of contributing channels.

1

Enter Playlist URL

Paste a public YouTube playlist URL into the search bar. The tool extracts the playlist ID and loads the videos whose metadata is available through the YouTube Data API. Private, deleted, or otherwise unavailable entries may not appear in the analysis.

2

Public Data Summary

The analyzer processes returned metadata, public view and interaction counts, upload dates, channel information, and YouTube category fields. Filters let you narrow the returned set by view count, date, channel, category, duration, and its current average-view threshold.

3

Review Data Insights

Examine playlist totals, averages, outliers, channel distribution, and content patterns. Use the descriptive results to decide what you want to investigate or reorganize.

Playlist Analysis Metrics

  • Public Counts: Views, likes, comments, dates, averages, medians, and sample outliers
  • Content Distribution: Analysis of categories, tags, languages, and upload patterns across videos
  • Channel Mix: Counts and shares for channels contributing accessible videos to the playlist
  • Public Interaction Ratios: Likes and comments divided by public views across accessible videos
  • Highest Returned Totals: Most viewed, liked, and commented videos in the fetched set
  • Temporal Analysis: Upload frequency patterns and playlist evolution over time

Use the summary to compare the videos contained in the playlist. It does not include watch time, playlist starts, viewer retention, traffic sources, or other private YouTube Studio playlist metrics.

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