Topic summary

⁠20%1 analyzed article/video972 analyzed words

BS Summary: These Appalachian Culture results contain 19 faulty reasoning types, including Optimism Bias, Negativity Bias, and Appeal to Authority, with Indoctrination as the most egregious example at 7.2% saturation with 209 hits. Analysis detected 1,077 faulty-reasoning hits from 2,916 analyzed words across 1 article, generating a BS Score of 1.9% and a BS Rank of ⁠22% (13,042 of 16,562 topics). This Appalachian Culture is better (less manipulative) than 78.70% of the peer group.

Appalachian Culture

Topic ranking list

Percentile	Topic	BS Score
⁠0%	Uber	1%
⁠0%	Pittsburgh Pirates	1%
⁠0%	Opera	1%
⁠0%	Holocaust	1%
⁠0%	Privacy Policy	1%
⁠22%	Appalachian Culture (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: 2,916

Article count: 1

Authors

Tony Gonzalez

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Attribute Prevalence (Top 48)

Appalachian Culture attribute prevalence percentages (biases/fallacies), sorted highest to lowest.

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Appalachian Culture vs sitewide

Appalachian Culture attribute percentages, with an overlaid sitewide baseline for those same attributes.

Analyzed articles and videos

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Appalachian researchers want to save this rare giant salamander⁠^15%

WPLN⁠^12%By Tony Gonzalez⁠^45%7/23/2026, 2:30:26 AM