Topic summary
28% 2 analyzed articles/videos 1,508 analyzed words
BS Summary: These Dark Matter results contain 30 faulty reasoning types, including Confirmation Bias , Overconfidence Bias , and Post Hoc (False Cause) , with Optimism Bias as the most egregious example at 11.7% saturation with 705 hits . Analysis detected 2,911 faulty-reasoning hits from 6,032 analyzed words across 2 articles, generating a BS Score of 1.6% and a BS Rank of 23% (17,734 of 22,974 topics). This Dark Matter is better (less manipulative) than 77.20% of the peer group. Dark Matter
Topic details
Total words: 6,032
Article count: 2
Authors
Ranking context Position among analyzed topics
23% percentile 0 25 50 75 100 22.8% percentile 1.6% BS Score2 analyzed articles6K 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 1.8% 1.8% Appeal to Emotion Sitewide 15.9% Topic 0.8% 0.8% Appeal to Authority Sitewide 11.1% Topic 2.2% 2.2% Availability Heuristic Sitewide 9.1% Topic 2.1% 2.1% Hasty Generalization Sitewide 8.1% Topic 1.9% 1.9% Optimism Bias Sitewide 6.0% Topic 11.7% 11.7% Anecdotal Sitewide 5.2% Topic 0.3% 0.3% Halo Effect Sitewide 6.7% Topic 1.8% 1.8% Biased Writer Voice Sitewide 5.3% Topic 1.8% 1.8% Anchoring Bias Sitewide 4.0% Topic 0.5% 0.5% 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 1.8%, sitewide 26.9% Appeal to Emotion: Topic 0.8%, sitewide 15.9% Optimism Bias: Topic 11.7%, sitewide 6.0% Appeal to Authority: Topic 2.2%, sitewide 11.1% Availability Heuristic: Topic 2.1%, sitewide 9.1% Hasty Generalization: Topic 1.9%, sitewide 8.1% Confirmation Bias: Topic 4.9%, sitewide 7.5% Halo Effect: Topic 1.8%, sitewide 6.7% Biased Writer Voice: Topic 1.8%, sitewide 5.3% Anecdotal: Topic 0.3%, sitewide 5.2% Overconfidence Bias: Topic 2.9%, sitewide 4.6% Anchoring Bias: Topic 0.5%, sitewide 4.0% Self-Serving Bias: Topic 0.9%, sitewide 3.7% Post Hoc (False Cause): Topic 2.4%, sitewide 3.3% Recency Bias: Topic 0.8%, sitewide 2.7% Loss Aversion: Topic 0.5%, sitewide 2.5% Burden of Proof: Topic 2.2%, sitewide 0.4% Status Quo Bias: Topic 1.0%, sitewide 2.2% Begging the Question: Topic 2.0%, sitewide 1.7% Representativeness Heuristic: Topic 0.3%, sitewide 1.9% Slippery Slope: Topic 0.8%, sitewide 1.7% False Dilemma: Topic 0.5%, sitewide 1.5% Quote-first Misdirection: Topic 1.1%, sitewide 0.0% Unattributed Quote: Topic 0.7%, sitewide 1.1% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst