Topic summary

⁠8%1 analyzed article/video528 analyzed words

BS Summary: These Public Advocacy results contain 16 faulty reasoning types, including Appeal to Authority, Negativity Bias, and Ad Hominem, with Self-Serving Bias as the most egregious example at 4.2% saturation with 88 hits. Analysis detected 576 faulty-reasoning hits from 2,112 analyzed words across 1 article, generating a BS Score of 1.7% and a BS Rank of ⁠25% (15,973 of 21,080 topics). This Public Advocacy is better (less manipulative) than 75.80% of the peer group.

Public Advocacy

Topic ranking list

Percentile	Topic	BS Score
⁠0%	4-H Schedule	1%
⁠0%	4 H Schedule	1%
⁠0%	Musician Biographies	1%
⁠0%	Back-To-School	1%
⁠0%	Cleveland Politics	1%
⁠25%	Public Advocacy (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: 2,112

Article count: 1

Authors

James Russell

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Attribute Prevalence (Top 48)

Public Advocacy attribute prevalence percentages (biases/fallacies), sorted highest to lowest.

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Public Advocacy vs sitewide

Public Advocacy attribute percentages, with an overlaid sitewide baseline for those same attributes.

Analyzed articles and videos

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Data Centers Meet Their Skeptics⁠^8%

Texas Signal⁠^22%By James Russell⁠^8%7/30/2026, 10:12:30 AM