Topic summary
92% 1 analyzed article/video 660 analyzed words
BS Summary: These Hugging Face results contain 28 faulty reasoning types, including Framing Effect , Pessimism Bias , and Hasty Generalization , with Appeal to Emotion as the most egregious example at 13.5% saturation with 267 hits . Analysis detected 2,949 faulty-reasoning hits from 1,980 analyzed words across 1 article, generating a BS Score of 5.3% and a BS Rank of 78% (3,468 of 15,507 topics). This Hugging Face is worse (more manipulative) than 77.60% of the peer group. Hugging Face
Topic details
Total words: 1,980
Article count: 1
Authors
Ranking context Position among analyzed topics
78% percentile 0 25 50 75 100 77.6% percentile 5.3% BS Score1 analyzed articles2K analyzed words
Reasoning profile Selected profile versus the sitewide rate
Highest rates Largest gaps
Topic SitewideShared scale 0–50%
0.0% 10% 20% 30% 40% 50% Framing Effect Sitewide 26.9% Topic 12.4% 12.4% Pessimism Bias Sitewide 1.9% Topic 12.3% 12.3% Slippery Slope Sitewide 1.7% Topic 10.3% 10.3% Negativity Bias Sitewide 19.2% Topic 10.8% 10.8% Appeal to Authority Sitewide 11.1% Topic 3.9% 3.9% Indoctrination Sitewide 0.0% Topic 5.7% 5.7% Optimism Bias Sitewide 6.0% Topic 1.7% 1.7% Overconfidence Bias Sitewide 4.6% Topic 0.6% 0.6% Ambiguity (Equivocation) Sitewide 0.8% Topic 4.6% 4.6% Hasty Generalization Sitewide 8.1% Topic 11.4% 11.4% 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 12.4%, sitewide 26.9% Negativity Bias: Topic 10.8%, sitewide 19.2% Appeal to Emotion: Topic 13.5%, sitewide 15.9% Pessimism Bias: Topic 12.3%, sitewide 1.9% Hasty Generalization: Topic 11.4%, sitewide 8.1% Appeal to Authority: Topic 3.9%, sitewide 11.1% Availability Heuristic: Topic 11.0%, sitewide 9.1% Slippery Slope: Topic 10.3%, sitewide 1.7% Confirmation Bias: Topic 5.5%, sitewide 7.5% Anecdotal: Topic 7.3%, sitewide 5.2% Optimism Bias: Topic 1.7%, sitewide 6.0% Indoctrination: Topic 5.7%, sitewide 0.0% Biased Writer Voice: Topic 4.4%, sitewide 5.3% Recency Bias: Topic 5.0%, sitewide 2.7% Overconfidence Bias: Topic 0.6%, sitewide 4.6% Ambiguity (Equivocation): Topic 4.6%, sitewide 0.8% False Dilemma: Topic 4.4%, sitewide 1.5% Begging the Question: Topic 4.3%, sitewide 1.7% Out-Group Homogeneity Bias: Topic 4.0%, sitewide 3.1% Post Hoc (False Cause): Topic 3.9%, sitewide 3.3% Politically Left Leaning Bias: Topic 2.5%, sitewide 2.0% Bandwagon: Topic 0.3%, sitewide 2.2% Status Quo Bias: Topic 2.1%, sitewide 2.2% Attempt to Sell a Product or Service: Topic 2.1%, sitewide 0.5% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst