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LastWeekTonight · 353.0K views · 14.4K likes Short

Analysis Summary

40% Minimal Influence
mildmoderatesevere

“Be aware that the comedic 'character flattening' of political figures is designed for entertainment and narrative punch rather than comprehensive electoral analysis.”

Ask yourself: “Is this structured to help me understand something, or to keep me watching?”

Transparency Transparent
Human Detected
95%

Signals

The video is an official upload from a major network television show featuring John Oliver, which utilizes professional human writers, editors, and performers. The metadata and branding align perfectly with established human-led media production standards.

Verified Brand Identity Channel name 'LastWeekTonight' corresponds to a major HBO television production with established human writers and performers.
Metadata Tone The description 'NEW YORK CITYYYYYY!' and the use of a specific show-related hashtag reflect the host's established persona and catchphrases.
Engagement-to-View Ratio High like-to-view ratio (approx 4%) is consistent with authentic fan engagement for a popular late-night show segment.

Worth Noting

Positive elements

  • This video provides a concise, humorous entry point into local NYC political events that might otherwise be overlooked by a national audience.

Be Aware

Cautionary elements

  • The use of satire can make complex political situations seem simpler or more 'obviously' ridiculous than they are, potentially discouraging deeper investigation.

Influence Dimensions

How are these scored?
About this analysis

Knowing about these techniques makes them visible, not powerless. The ones that work best on you are the ones that match beliefs you already hold.

This analysis is a tool for your own thinking — what you do with it is up to you.

Analyzed March 16, 2026 at 02:11 UTC Model google/gemini-3-flash-preview-20251217 Prompt Pack bouncer_influence_analyzer 2026-03-15b App Version 0.1.0
Video description

It’s been a busy week for NEW YORK CITYYYYYY!

© 2026 GrayBeam Technology Privacy v0.1.0 · ac93850 · 2026-04-03 22:43 UTC