Topic summary
0% 5 analyzed articles/videos 2,118 analyzed words
BS Summary: These Transportation Infrastructure results contain 46 faulty reasoning types, including Confirmation Bias , Framing Effect , and Overconfidence Bias , with Optimism Bias as the most egregious example at 7.4% saturation with 802 hits . Analysis detected 8,432 faulty-reasoning hits from 10,835 analyzed words across 5 articles, generating a BS Score of 1.7% and a BS Rank of 13% (13,395 of 15,323 topics). This Transportation Infrastructure is better (less manipulative) than 87.40% of the peer group. Transportation Infrastructure
Topic details
Total words: 10,835
Article count: 5
Authors
Ranking context Position among analyzed topics
13% percentile 0 25 50 75 100 12.6% percentile 1.7% BS Score5 analyzed articles10.8K 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 5.2% 5.2% Negativity Bias Sitewide 19.2% Topic 4.4% 4.4% Appeal to Emotion Sitewide 15.9% Topic 3.9% 3.9% Availability Heuristic Sitewide 9.1% Topic 1.6% 1.6% Appeal to Authority Sitewide 11.1% Topic 4.4% 4.4% Hasty Generalization Sitewide 8.1% Topic 1.6% 1.6% Halo Effect Sitewide 6.7% Topic 0.3% 0.3% In-Group Bias Sitewide 6.9% Topic 1.3% 1.3% Anecdotal Sitewide 5.2% Topic 0.5% 0.5% Biased Writer Voice Sitewide 5.3% Topic 2.0% 2.0% 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 5.2%, sitewide 26.9% Negativity Bias: Topic 4.4%, sitewide 19.2% Appeal to Emotion: Topic 3.9%, sitewide 15.9% Appeal to Authority: Topic 4.4%, sitewide 11.1% Availability Heuristic: Topic 1.6%, sitewide 9.1% Hasty Generalization: Topic 1.6%, sitewide 8.1% Confirmation Bias: Topic 5.6%, sitewide 7.5% Optimism Bias: Topic 7.4%, sitewide 6.0% In-Group Bias: Topic 1.3%, sitewide 6.9% Halo Effect: Topic 0.3%, sitewide 6.7% Biased Writer Voice: Topic 2.0%, sitewide 5.3% Anecdotal: Topic 0.5%, sitewide 5.2% Overconfidence Bias: Topic 4.7%, sitewide 4.6% Anchoring Bias: Topic 1.6%, sitewide 4.0% Politically Left Leaning Bias: Topic 4.0%, sitewide 2.0% Self-Serving Bias: Topic 1.9%, sitewide 3.7% Post Hoc (False Cause): Topic 2.1%, sitewide 3.3% Out-Group Homogeneity Bias: Topic 0.1%, sitewide 3.1% Fundamental Attribution Error: Topic 1.6%, sitewide 2.7% Recency Bias: Topic 0.3%, sitewide 2.7% Unattributed Quote: Topic 2.6%, sitewide 1.1% Loss Aversion: Topic 1.4%, sitewide 2.5% Bandwagon: Topic 1.1%, sitewide 2.2% Status Quo Bias: Topic 2.1%, sitewide 2.2% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst