Speaker summary
42% 10 analyzed articles/videos 676.667 analyzed words
BS Summary: These Hugging Face results contain 24 faulty reasoning types, including Hasty Generalization , Negativity Bias , and Status Quo Bias , with Ambiguity (Equivocation) as the most egregious example at 10.5% saturation with 161 hits . Analysis detected 1,128.452 faulty-reasoning hits from 676.667 analyzed words across 10 articles, generating a BS Score of 4.2% and a BS Rank of 2% (25,972 of 26,411 speakers). This Hugging Face is better (less manipulative) than 98.30% of the peer group. Hugging Face
Speaker details
Total words: 676.667
Article count: 10
Authors
Ranking context Position among analyzed speakers
2% percentile 0 25 50 75 100 1.7% percentile 4.2% BS Score10 analyzed videos676.7 analyzed words
Reasoning profile Selected profile versus the sitewide rate
Highest rates Largest gaps
Shared scale 0–50%
0.0% 10% 20% 30% 40% 50% Appeal to Emotion Sitewide 15.9% Speaker 1.8% 1.8% Framing Effect Sitewide 26.9% Speaker 12.9% 12.9% Negativity Bias Sitewide 19.2% Speaker 6.2% 6.2% Appeal to Authority Sitewide 11.1% Speaker 0.9% 0.9% Ambiguity (Equivocation) Sitewide 0.8% Speaker 10.5% 10.5% Indoctrination Sitewide 0.0% Speaker 7.6% 7.6% Quote-first Misdirection Sitewide 0.0% Speaker 6.8% 6.8% Confirmation Bias Sitewide 7.5% Speaker 2.4% 2.4% Biased Writer Voice Sitewide 5.3% Speaker 1.6% 1.6% Halo Effect Sitewide 6.7% Speaker 3.3% 3.3% 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: Speaker 12.9%, sitewide 26.9% Negativity Bias: Speaker 6.2%, sitewide 19.2% Appeal to Emotion: Speaker 1.8%, sitewide 15.9% Appeal to Authority: Speaker 0.9%, sitewide 11.1% Ambiguity (Equivocation): Speaker 10.5%, sitewide 0.8% Optimism Bias: Speaker 8.8%, sitewide 6.0% Hasty Generalization: Speaker 7.1%, sitewide 8.1% Indoctrination: Speaker 7.6%, sitewide 0.0% Confirmation Bias: Speaker 2.4%, sitewide 7.5% Quote-first Misdirection: Speaker 6.8%, sitewide 0.0% Halo Effect: Speaker 3.3%, sitewide 6.7% Biased Writer Voice: Speaker 1.6%, sitewide 5.3% Status Quo Bias: Speaker 5.0%, sitewide 2.2% Self-Serving Bias: Speaker 4.4%, sitewide 3.7% Post Hoc (False Cause): Speaker 1.6%, sitewide 3.3% Out-Group Homogeneity Bias: Speaker 2.7%, sitewide 3.1% Fundamental Attribution Error: Speaker 2.5%, sitewide 2.7% False Dilemma: Speaker 2.7%, sitewide 1.5% Loss Aversion: Speaker 2.6%, sitewide 2.5% Attempt to Sell a Product or Service: Speaker 2.6%, sitewide 0.5% Pessimism Bias: Speaker 2.5%, sitewide 1.9% Middle Ground: Speaker 2.0%, sitewide 0.1% Unattributed Quote: Speaker 2.0%, sitewide 1.1% Representativeness Heuristic: Speaker 1.4%, sitewide 1.9% Framing Effect Sitewide rate Speaker rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst