Demo Dataset Summary

10 channels:

Number of videos: 200 Number of comments tagged with fields by AI: 100k

Additional Data Points (titles, metadata, transcripts, etc): 2000

Videos With Most Engagement

Title	Total Likes	Total Comments	Total Engagement
WHERE’S BUZZY? The Great Animatronic Caper	176,434	4,316	180,750
The Grim Dystopia of A Christmas Prince	166,433	2,160	168,593
15 Very Dumb Things in Fantastic Beasts 2	153,674	3,859	157,533
Well, I guess SOMEBODY had to read "Trigger Warning"	119,548	1,215	120,763
Endgame video	98,097	4,100	102,197
Nobody on the planet remembers Beastly	75,399	851	76,250
The Worst Ghost Hunting Show of All Time	72,329	636	72,965
Encanto - Let Me Explain	67,055	1,291	68,346
An Excruciatingly Deep Dive into the Avatar Theme Park	58,475	1,137	59,612
tyrion	55,133	1,484	56,617

Primary Age Group: The predominant age group for this content appears to be young adults (18-24 years old). This is inferred from the use of modern slang, references to trending pop culture, and the engagement with video content centered around current TV shows and popular media franchises. The interactive nature of the comments, where viewers discuss theories and speculate on plotlines, also suggests an audience that is highly engaged and likely younger.
Secondary Age Group: There is a secondary group of viewers in the 25-34 years age range. These individuals likely appreciate the deeper analysis and breakdowns of the shows, as well as the production quality and narrative discussions. This group may also include long-time fans of the franchises being discussed, indicating a slightly older, more dedicated fanbase.

Predominantly Male: The content, which includes breakdowns, theories, and connections within popular TV shows, seems to attract a male-dominated audience. This is suggested by the nature of the discussions in the comments, which often focus on the competitive aspects of plot theories, in-depth analysis, and engagement with action-oriented content. Additionally, the use of certain language and references traditionally associated with male audiences reinforces this inference.
Female Audience: There is also a significant female audience, particularly drawn to character-driven narratives, the emotional depth of the shows, and the visual aesthetics discussed in the videos. This segment often expresses admiration for the storytelling and character development, which are key aspects of the content.