Topic summary

⁠90%1 analyzed article/video1,071 analyzed words

BS Summary: These Independent Contractors results contain 31 faulty reasoning types, including Appeal to Emotion, Negativity Bias, and Hasty Generalization, with Biased Writer Voice as the most egregious example at 20.1% saturation with 647 hits. Analysis detected 4,855 faulty-reasoning hits from 3,213 analyzed words across 1 article, generating a BS Score of 4.9% and a BS Rank of ⁠75% (4,000 of 15,473 topics). This Independent Contractors is worse (more manipulative) than 74.20% of the peer group.

Independent Contractors

Topic ranking list

Percentile	Topic	BS Score
⁠0%	Uber	1%
⁠0%	Pittsburgh Pirates	1%
⁠0%	Opera	1%
⁠0%	Holocaust	1%
⁠0%	Privacy Policy	1%
⁠75%	Independent Contractors (selected)	5%
⁠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: 3,213

Article count: 1

Authors

Terri Gerstein

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Attribute Prevalence (Top 48)

Independent Contractors attribute prevalence percentages (biases/fallacies), sorted highest to lowest.

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Independent Contractors vs sitewide

Independent Contractors attribute percentages, with an overlaid sitewide baseline for those same attributes.

Analyzed articles and videos

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Opinion: Crucial task of protecting workers now falls to local enforcement⁠^73%

The Mercury News⁠^20%By Terri Gerstein⁠^91%7/22/2026, 9:30:45 AM