Topic summary
66% 111 analyzed articles/videos 72,000 analyzed words
BS Summary: These Education results contain 54 faulty reasoning types, including Framing Effect , Appeal to Emotion , and Hasty Generalization , with Negativity Bias as the most egregious example at 7.7% saturation with 25,969 hits . Analysis detected 294,367 faulty-reasoning hits from 337,766 analyzed words across 111 articles, generating a BS Score of 1.6% and a BS Rank of 11% (14,758 of 16,562 topics). This Education is better (less manipulative) than 89.10% of the peer group. Education
Topic details
Total words: 337,766
Article count: 111
Authors
Ranking context Position among analyzed topics
11% percentile 0 25 50 75 100 10.9% percentile 1.6% BS Score111 analyzed articles337.8K 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 7.5% 7.5% Negativity Bias Sitewide 19.2% Topic 7.7% 7.7% Appeal to Emotion Sitewide 15.9% Topic 6.2% 6.2% Appeal to Authority Sitewide 11.1% Topic 4.6% 4.6% Availability Heuristic Sitewide 9.1% Topic 3.1% 3.1% In-Group Bias Sitewide 6.9% Topic 1.5% 1.5% Confirmation Bias Sitewide 7.5% Topic 3.5% 3.5% Halo Effect Sitewide 6.7% Topic 2.8% 2.8% Anchoring Bias Sitewide 4.0% Topic 0.9% 0.9% Overconfidence Bias Sitewide 4.6% Topic 1.6% 1.6% 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 7.5%, sitewide 26.9% Negativity Bias: Topic 7.7%, sitewide 19.2% Appeal to Emotion: Topic 6.2%, sitewide 15.9% Appeal to Authority: Topic 4.6%, sitewide 11.1% Availability Heuristic: Topic 3.1%, sitewide 9.1% Hasty Generalization: Topic 5.9%, sitewide 8.1% Confirmation Bias: Topic 3.5%, sitewide 7.5% In-Group Bias: Topic 1.5%, sitewide 6.9% Halo Effect: Topic 2.8%, sitewide 6.7% Optimism Bias: Topic 3.9%, sitewide 6.0% Biased Writer Voice: Topic 4.1%, sitewide 5.3% Anecdotal: Topic 3.6%, sitewide 5.2% Overconfidence Bias: Topic 1.6%, sitewide 4.6% Anchoring Bias: Topic 0.9%, sitewide 4.0% Self-Serving Bias: Topic 2.7%, sitewide 3.7% Post Hoc (False Cause): Topic 2.6%, sitewide 3.3% Out-Group Homogeneity Bias: Topic 0.4%, sitewide 3.1% Fundamental Attribution Error: Topic 1.0%, sitewide 2.7% Recency Bias: Topic 1.1%, sitewide 2.7% Loss Aversion: Topic 0.8%, sitewide 2.5% Bandwagon: Topic 0.6%, sitewide 2.2% Status Quo Bias: Topic 0.7%, sitewide 2.2% Ad Hominem: Topic 0.8%, sitewide 2.2% Politically Left Leaning Bias: Topic 1.5%, sitewide 2.0% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst