Topic summary
19% 5 analyzed articles/videos 1,792 analyzed words
BS Summary: These Transportation Safety results contain 32 faulty reasoning types, including Availability Heuristic , Appeal to Authority , and Hasty Generalization , with Framing Effect as the most egregious example at 7.6% saturation with 484 hits . Analysis detected 4,557 faulty-reasoning hits from 6,395 analyzed words across 5 articles, generating a BS Score of 2.2% and a BS Rank of 32% (11,343 of 16,562 topics). This Transportation Safety is better (less manipulative) than 68.50% of the peer group. Transportation Safety
Topic details
Total words: 6,395
Article count: 5
Authors
Ranking context Position among analyzed topics
32% percentile 0 25 50 75 100 31.5% percentile 2.2% BS Score5 analyzed articles6.4K 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 7.6% 7.6% Negativity Bias Sitewide 19.2% Topic 5.1% 5.1% Appeal to Emotion Sitewide 15.9% Topic 4.9% 4.9% Halo Effect Sitewide 6.7% Topic 0.5% 0.5% In-Group Bias Sitewide 6.9% Topic 1.3% 1.3% Appeal to Authority Sitewide 11.1% Topic 5.5% 5.5% Optimism Bias Sitewide 6.0% Topic 0.9% 0.9% Overconfidence Bias Sitewide 4.6% Topic 0.5% 0.5% Confirmation Bias Sitewide 7.5% Topic 3.7% 3.7% Self-Serving Bias Sitewide 3.7% 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 7.6%, sitewide 26.9% Negativity Bias: Topic 5.1%, sitewide 19.2% Appeal to Emotion: Topic 4.9%, sitewide 15.9% Appeal to Authority: Topic 5.5%, sitewide 11.1% Availability Heuristic: Topic 6.4%, sitewide 9.1% Hasty Generalization: Topic 5.5%, sitewide 8.1% Confirmation Bias: Topic 3.7%, sitewide 7.5% In-Group Bias: Topic 1.3%, sitewide 6.9% Halo Effect: Topic 0.5%, sitewide 6.7% Optimism Bias: Topic 0.9%, sitewide 6.0% Biased Writer Voice: Topic 4.8%, sitewide 5.3% Anecdotal: Topic 2.9%, sitewide 5.2% Overconfidence Bias: Topic 0.5%, sitewide 4.6% Fundamental Attribution Error: Topic 4.6%, sitewide 2.7% Self-Serving Bias: Topic 0.5%, sitewide 3.7% Post Hoc (False Cause): Topic 0.5%, sitewide 3.3% Out-Group Homogeneity Bias: Topic 0.1%, sitewide 3.1% Pessimism Bias: Topic 3.0%, sitewide 1.9% Attempt to Sell a Product or Service: Topic 2.7%, sitewide 0.5% Recency Bias: Topic 0.7%, sitewide 2.7% Status Quo Bias: Topic 1.0%, sitewide 2.2% Representativeness Heuristic: Topic 0.7%, sitewide 1.9% Hindsight Bias: Topic 1.9%, sitewide 1.4% False Dilemma: Topic 0.5%, sitewide 1.5% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst