Topic summary
83% 14 analyzed articles/videos 10,869 analyzed words
BS Summary: These Vaccination results contain 54 faulty reasoning types, including Biased Writer Voice , Framing Effect , and Appeal to Emotion , with Negativity Bias as the most egregious example at 10.1% saturation with 4,576 hits . Analysis detected 37,443 faulty-reasoning hits from 45,147 analyzed words across 14 articles, generating a BS Score of 1.5% and a BS Rank of 22% (19,288 of 24,545 topics). This Vaccination is better (less manipulative) than 78.60% of the peer group. Vaccination
Topic details
Total words: 45,147
Article count: 14
Authors
Ranking context Position among analyzed topics
21% percentile 0 25 50 75 100 21.4% percentile 1.5% BS Score14 analyzed articles45.1K 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 6.3% 6.3% Appeal to Emotion Sitewide 15.9% Topic 4.9% 4.9% Negativity Bias Sitewide 19.2% Topic 10.1% 10.1% Appeal to Authority Sitewide 11.1% Topic 3.2% 3.2% Availability Heuristic Sitewide 9.1% Topic 3.6% 3.6% Halo Effect Sitewide 6.7% Topic 1.5% 1.5% Optimism Bias Sitewide 6.0% Topic 0.8% 0.8% In-Group Bias Sitewide 6.9% Topic 2.0% 2.0% Confirmation Bias Sitewide 7.5% Topic 3.2% 3.2% Hasty Generalization Sitewide 8.1% Topic 3.8% 3.8% 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 6.3%, sitewide 26.9% Negativity Bias: Topic 10.1%, sitewide 19.2% Appeal to Emotion: Topic 4.9%, sitewide 15.9% Appeal to Authority: Topic 3.2%, sitewide 11.1% Availability Heuristic: Topic 3.6%, sitewide 9.1% Biased Writer Voice: Topic 8.3%, sitewide 5.3% Hasty Generalization: Topic 3.8%, sitewide 8.1% Confirmation Bias: Topic 3.2%, sitewide 7.5% In-Group Bias: Topic 2.0%, sitewide 6.9% Halo Effect: Topic 1.5%, sitewide 6.7% Optimism Bias: Topic 0.8%, sitewide 6.0% Anecdotal: Topic 2.2%, sitewide 5.2% Overconfidence Bias: Topic 1.1%, sitewide 4.6% Anchoring Bias: Topic 0.8%, sitewide 4.0% Self-Serving Bias: Topic 1.6%, sitewide 3.7% Politically Left Leaning Bias: Topic 3.5%, sitewide 2.0% Ad Hominem: Topic 3.4%, sitewide 2.2% Post Hoc (False Cause): Topic 2.6%, sitewide 3.3% Out-Group Homogeneity Bias: Topic 0.9%, sitewide 3.1% Fundamental Attribution Error: Topic 1.9%, sitewide 2.7% Recency Bias: Topic 1.0%, sitewide 2.7% Loss Aversion: Topic 0.9%, sitewide 2.5% Pessimism Bias: Topic 2.4%, sitewide 1.9% Bandwagon: 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