Topic summary

⁠30%1 analyzed article/video851 analyzed words

BS Summary: These Student Outcomes results contain 28 faulty reasoning types, including Negativity Bias, Appeal to Emotion, and Optimism Bias, with Framing Effect as the most egregious example at 8.9% saturation with 227 hits. Analysis detected 1,470 faulty-reasoning hits from 2,553 analyzed words across 1 article, generating a BS Score of 2.1% and a BS Rank of ⁠25% (11,473 of 15,120 topics). This Student Outcomes is better (less manipulative) than 75.90% of the peer group.

Student Outcomes

Topic ranking list

Percentile	Topic	BS Score
⁠0%	Pittsburgh Pirates	1%
⁠0%	Opera	1%
⁠0%	Holocaust	1%
⁠0%	Privacy Policy	1%
⁠0%	Alameda County	1%
⁠25%	Student Outcomes (selected)	3%
⁠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: 2,553

Article count: 1

Authors

Sneha Dey

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Attribute Prevalence (Top 48)

Student Outcomes attribute prevalence percentages (biases/fallacies), sorted highest to lowest.

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Student Outcomes vs sitewide

Student Outcomes attribute percentages, with an overlaid sitewide baseline for those same attributes.

Analyzed articles and videos

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Community colleges beat student outcome predictions. Now Texas can’t afford related incentives.⁠^32%

The Texas Tribune⁠^11%By Sneha Dey⁠^1%7/22/2026, 10:26:00 PM