Topic summary

⁠30%2 analyzed articles/videos1,913 analyzed words

BS Summary: These Citizen Participation results contain 33 faulty reasoning types, including Framing Effect, Appeal to Emotion, and Availability Heuristic, with Negativity Bias as the most egregious example at 10.7% saturation with 612 hits. Analysis detected 3,218 faulty-reasoning hits from 5,739 analyzed words across 2 articles, generating a BS Score of 1.7% and a BS Rank of ⁠14% (14,332 of 16,562 topics). This Citizen Participation is better (less manipulative) than 86.50% of the peer group.

Citizen Participation

Topic ranking list

Percentile	Topic	BS Score
⁠0%	Uber	1%
⁠0%	Pittsburgh Pirates	1%
⁠0%	Opera	1%
⁠0%	Holocaust	1%
⁠0%	Privacy Policy	1%
⁠14%	Citizen Participation (selected)	2%
⁠100%	Radio Roundup / Week In Review	60%
⁠100%	E-Bikes / Rad Power Bikes	60%
⁠100%	E Bikes Rad Power Bikes	60%
⁠100%	The Last Word With Lawrence O'donnell	69%
⁠100%	The Last Word With Lawrence Odonnell	69%

Topic details

Total words: 5,739

Article count: 2

Authors

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Attribute Prevalence (Top 48)

Citizen Participation attribute prevalence percentages (biases/fallacies), sorted highest to lowest.

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Citizen Participation vs sitewide

Citizen Participation attribute percentages, with an overlaid sitewide baseline for those same attributes.

Analyzed articles and videos

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Most council members skipped the public’s only budget hearing, as Atlantans demand more money for parks, not police⁠^32%

Atlanta Civic Circle⁠^31%By Alessandro Marazzi Sassoon⁠^15%5/27/2026, 11:34:30 PM

Proposed changes could make Atlanta City Council public comment less of a time suck⁠^19%

Atlanta Civic Circle⁠^31%By Hailey Weiner⁠^48% Alessandro Marazzi Sassoon⁠^15%5/27/2026, 11:02:20 PM