Topic summary
20% 1 analyzed article/video 972 analyzed words
BS Summary: These Appalachian Culture results contain 19 faulty reasoning types, including Optimism Bias , Negativity Bias , and Appeal to Authority , with Indoctrination as the most egregious example at 7.2% saturation with 209 hits . Analysis detected 1,077 faulty-reasoning hits from 2,916 analyzed words across 1 article, generating a BS Score of 1.9% and a BS Rank of 22% (13,042 of 16,562 topics). This Appalachian Culture is better (less manipulative) than 78.70% of the peer group. Appalachian Culture
Topic details
Total words: 2,916
Article count: 1
Authors
Ranking context Position among analyzed topics
21% percentile 0 25 50 75 100 21.3% percentile 1.9% BS Score1 analyzed articles2.9K 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% Framing Effect Sitewide 26.9% Topic 1.3% 1.3% Negativity Bias Sitewide 19.2% Topic 3.9% 3.9% Appeal to Emotion Sitewide 15.9% Topic 2.5% 2.5% Availability Heuristic Sitewide 9.1% Topic 0.7% 0.7% Appeal to Authority Sitewide 11.1% Topic 3.5% 3.5% Indoctrination Sitewide 0.0% Topic 7.2% 7.2% Hasty Generalization Sitewide 8.1% Topic 2.2% 2.2% Confirmation Bias Sitewide 7.5% Topic 1.8% 1.8% Biased Writer Voice Sitewide 5.3% Topic 1.0% 1.0% Overconfidence Bias Sitewide 4.6% 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 1.3%, sitewide 26.9% Negativity Bias: Topic 3.9%, sitewide 19.2% Appeal to Emotion: Topic 2.5%, sitewide 15.9% Appeal to Authority: Topic 3.5%, sitewide 11.1% Availability Heuristic: Topic 0.7%, sitewide 9.1% Hasty Generalization: Topic 2.2%, sitewide 8.1% Confirmation Bias: Topic 1.8%, sitewide 7.5% Indoctrination: Topic 7.2%, sitewide 0.0% Optimism Bias: Topic 4.8%, sitewide 6.0% Biased Writer Voice: Topic 1.0%, sitewide 5.3% Overconfidence Bias: Topic 1.1%, sitewide 4.6% Anchoring Bias: Topic 0.7%, sitewide 4.0% Post Hoc (False Cause): Topic 0.8%, sitewide 3.3% Recency Bias: Topic 0.3%, sitewide 2.7% Loss Aversion: Topic 0.9%, sitewide 2.5% Attempt to Sell a Product or Service: Topic 2.1%, sitewide 0.5% Representativeness Heuristic: Topic 0.6%, sitewide 1.9% Pessimism Bias: Topic 0.5%, sitewide 1.9% Ambiguity (Equivocation): Topic 1.1%, sitewide 0.8% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst