Topic summary
56%18 analyzed articles/videos12,435 analyzed words
BS Summary: These Republicans results contain 52 faulty reasoning types, including Framing Effect, Biased Writer Voice, and Hasty Generalization, with Negativity Bias as the most egregious example at 12.3% saturation with 8,618 hits. Analysis detected 67,094 faulty-reasoning hits from 70,221 analyzed words across 18 articles, generating a BS Score of 1.8% and a BS Rank of 18% (13,116 of 15,961 topics). This Republicans is better (less manipulative) than 82.20% of the peer group.

Ranking context

Position among analyzed topics

18% percentile
025507510017.8% percentile
1.8% BS Score18 analyzed articles70.2K analyzed words

Reasoning profile

Selected profile versus the sitewide rate

TopicSitewideShared scale 0–50%
0.0%10%20%30%40%50%Framing EffectSitewide 26.9%Topic 11.7%11.7%Appeal to EmotionSitewide 15.9%Topic 4.8%4.8%Appeal to AuthoritySitewide 11.1%Topic 2.1%2.1%Negativity BiasSitewide 19.2%Topic 12.3%12.3%Availability HeuristicSitewide 9.1%Topic 2.4%2.4%Optimism BiasSitewide 6.0%Topic 0.8%0.8%Halo EffectSitewide 6.7%Topic 1.6%1.6%Confirmation BiasSitewide 7.5%Topic 2.5%2.5%Biased Writer VoiceSitewide 5.3%Topic 10.2%10.2%AnecdotalSitewide 5.2%Topic 1.1%1.1%

Sitewide departure map

Above the diagonal means this profile uses the pattern more often

0.0%0.0%10%10%20%20%30%30%40%40%50%50%Framing Effect: Topic 11.7%, sitewide 26.9%Negativity Bias: Topic 12.3%, sitewide 19.2%Appeal to Emotion: Topic 4.8%, sitewide 15.9%Appeal to Authority: Topic 2.1%, sitewide 11.1%Biased Writer Voice: Topic 10.2%, sitewide 5.3%Availability Heuristic: Topic 2.4%, sitewide 9.1%Hasty Generalization: Topic 6.8%, sitewide 8.1%Confirmation Bias: Topic 2.5%, sitewide 7.5%In-Group Bias: Topic 2.9%, sitewide 6.9%Halo Effect: Topic 1.6%, sitewide 6.7%Optimism Bias: Topic 0.8%, sitewide 6.0%Anecdotal: Topic 1.1%, sitewide 5.2%Overconfidence Bias: Topic 1.7%, sitewide 4.6%Politically Left Leaning Bias: Topic 4.4%, sitewide 2.0%Anchoring Bias: Topic 0.5%, sitewide 4.0%Self-Serving Bias: Topic 1.0%, sitewide 3.7%Post Hoc (False Cause): Topic 2.2%, sitewide 3.3%Out-Group Homogeneity Bias: Topic 0.5%, sitewide 3.1%Ad Hominem: Topic 3.1%, sitewide 2.2%Fundamental Attribution Error: Topic 1.3%, sitewide 2.7%Recency Bias: Topic 1.4%, sitewide 2.7%Loss Aversion: Topic 0.2%, sitewide 2.5%False Dilemma: Topic 2.4%, sitewide 1.5%Bandwagon: Topic 0.7%, sitewide 2.2%Framing EffectSitewide rateTopic rate

Analyzed articles and videos

Is Mitch McConnell Alive? Three Questions That Could Finally Force Answers31%
Newsweek33%By Hugh Cameron43%7/23/2026, 9:00:00 AM
Over 100 House Democrats vote to end military aid to Israel in significant rebuke to US ally – as it happened13%
The Guardian80%By Robert Mackey34% Shrai Popat41% Lucy Campbell51% Tom Ambrose32%7/16/2026, 1:54:01 AM
MAGA influencers exploit Graham Platner scandal to win back men67%
Salon.com75%By Amanda Marcotte93%7/15/2026, 10:45:44 AM
Why the media lets Republicans keep medical woes a mystery72%
Salon.com75%By Sophia Tesfaye91%7/2/2026, 5:30:10 PM
Impeachment is the only answer to Trump’s behavior74%
Salon.com75%By Heather Digby Parton94%6/28/2026, 10:45:14 AM
Massie: If Republicans ‘Won All the Damn Elections,’ Why Focus on Fraud?28%
Newsweek33%By Steve Mollman41%6/27/2026, 5:52:54 PM
MAGA goes gaga for Trump’s 80th birthday: From ‘Biden could never’ to ‘gift’ of Knicks NBA title68%
The Independent66%By Brendan Rascius75%6/15/2026, 10:27:56 AM
From reality TV to City Hall? Trump-backed Spencer Pratt soars in LA mayor race as Californians vote23%
Fox News88%By Paul Steinhauser0%6/2/2026, 8:00:09 AM
Controversial Democrat who called for ‘Zionists’ to be imprisoned toppled after backlash72%
Fox News88%By Charles Creitz0%5/27/2026, 2:38:22 AM
Trump-backed Ken Paxton ousts John Cornyn in heated Texas primary after scandal-plagued campaign66%
The Guardian80%By David Smith0%5/27/2026, 1:39:41 AM