Topic summary
54% 8 analyzed articles/videos 9,125 analyzed words
BS Summary: These Public Education results contain 48 faulty reasoning types, including Negativity Bias , Biased Writer Voice , and Hasty Generalization , with Framing Effect as the most egregious example at 10.5% saturation with 3,434 hits . Analysis detected 28,535 faulty-reasoning hits from 32,842 analyzed words across 8 articles, generating a BS Score of 1.8% and a BS Rank of 17% (13,110 of 15,768 topics). This Public Education is better (less manipulative) than 83.10% of the peer group. Public Education
Topic details
Total words: 32,842
Article count: 8
Authors
Ranking context Position among analyzed topics
17% percentile 0 25 50 75 100 16.9% percentile 1.8% BS Score8 analyzed articles32.8K 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 10.5% 10.5% Negativity Bias Sitewide 19.2% Topic 7.5% 7.5% Appeal to Emotion Sitewide 15.9% Topic 4.8% 4.8% Appeal to Authority Sitewide 11.1% Topic 2.0% 2.0% Availability Heuristic Sitewide 9.1% Topic 2.1% 2.1% In-Group Bias Sitewide 6.9% Topic 1.8% 1.8% Halo Effect Sitewide 6.7% Topic 2.8% 2.8% Confirmation Bias Sitewide 7.5% Topic 3.8% 3.8% Overconfidence Bias Sitewide 4.6% Topic 1.6% 1.6% Hasty Generalization Sitewide 8.1% Topic 5.2% 5.2% 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 10.5%, sitewide 26.9% Negativity Bias: Topic 7.5%, sitewide 19.2% Appeal to Emotion: Topic 4.8%, sitewide 15.9% Appeal to Authority: Topic 2.0%, sitewide 11.1% Availability Heuristic: Topic 2.1%, sitewide 9.1% Hasty Generalization: Topic 5.2%, sitewide 8.1% Confirmation Bias: Topic 3.8%, sitewide 7.5% In-Group Bias: Topic 1.8%, sitewide 6.9% Halo Effect: Topic 2.8%, sitewide 6.7% Biased Writer Voice: Topic 6.5%, sitewide 5.3% Optimism Bias: Topic 3.8%, sitewide 6.0% Anecdotal: Topic 2.9%, sitewide 5.2% Overconfidence Bias: Topic 1.6%, sitewide 4.6% Anchoring Bias: Topic 1.5%, sitewide 4.0% Self-Serving Bias: Topic 2.2%, sitewide 3.7% Post Hoc (False Cause): Topic 3.0%, sitewide 3.3% Out-Group Homogeneity Bias: Topic 0.9%, sitewide 3.1% False Dilemma: Topic 2.8%, sitewide 1.5% Fundamental Attribution Error: Topic 0.7%, sitewide 2.7% Recency Bias: Topic 1.1%, sitewide 2.7% Loss Aversion: Topic 0.5%, sitewide 2.5% Pessimism Bias: Topic 2.3%, sitewide 1.9% Bandwagon: Topic 0.9%, sitewide 2.2% Status Quo Bias: Topic 0.5%, sitewide 2.2% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst