Topic summary

⁠1%1 analyzed article/video111 analyzed words

BS Summary: These Public Input results contain 2 faulty reasoning types, including Framing Effect, with Appeal to Authority as the most egregious example at 7.8% saturation with 26 hits. Analysis detected 36 faulty-reasoning hits from 333 analyzed words across 1 article, generating a BS Score of 5.4% and a BS Rank of ⁠77% (3,227 of 13,951 topics). This Public Input is worse (more manipulative) than 76.90% of the peer group.

Public Input

Topic ranking list

Percentile	Topic	BS Score
⁠0%	Holocaust	1%
⁠0%	Self-Driving Cars	1%
⁠0%	Self Driving Cars	1%
⁠0%	Oakland Culture	1%
⁠0%	Dive Bars	1%
⁠77%	Public Input (selected)	6%
⁠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: 333

Article count: 1

Authors

Logan Adams

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Attribute Prevalence (Top 48)

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

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Public Input vs sitewide

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

Analyzed articles and videos

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Shelby City Schools seeks public input Monday on federal, state program funding⁠^2%

Richland Source⁠^88%By Logan Adams⁠^1%7/19/2026, 12:00:00 PM