Topic summary
53% 7 analyzed articles/videos 2,404 analyzed words
BS Summary: These Transportation Infrastructure results contain 46 faulty reasoning types, including Framing Effect , Confirmation Bias , and Overconfidence Bias , with Optimism Bias as the most egregious example at 7.3% saturation with 871 hits . Analysis detected 9,733 faulty-reasoning hits from 11,869 analyzed words across 7 articles, generating a BS Score of 1.8% and a BS Rank of 31% (16,885 of 24,371 topics). This Transportation Infrastructure is better (less manipulative) than 69.30% of the peer group. Transportation Infrastructure
Topic details
Total words: 11,869
Article count: 7
Authors
Ranking context Position among analyzed topics
31% percentile 0 25 50 75 100 30.7% percentile 1.8% BS Score7 analyzed articles11.9K 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 5.9% 5.9% Negativity Bias Sitewide 19.2% Topic 4.3% 4.3% Appeal to Emotion Sitewide 15.9% Topic 4.2% 4.2% Availability Heuristic Sitewide 9.1% Topic 1.8% 1.8% Appeal to Authority Sitewide 11.1% Topic 4.2% 4.2% Halo Effect Sitewide 6.7% Topic 0.5% 0.5% In-Group Bias Sitewide 6.9% Topic 1.2% 1.2% Hasty Generalization Sitewide 8.1% Topic 2.7% 2.7% Anecdotal Sitewide 5.2% Topic 0.5% 0.5% Out-Group Homogeneity Bias Sitewide 3.1% Topic 0.1% 0.1% 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 5.9%, sitewide 26.9% Negativity Bias: Topic 4.3%, sitewide 19.2% Appeal to Emotion: Topic 4.2%, sitewide 15.9% Appeal to Authority: Topic 4.2%, sitewide 11.1% Availability Heuristic: Topic 1.8%, sitewide 9.1% Hasty Generalization: Topic 2.7%, sitewide 8.1% Confirmation Bias: Topic 5.2%, sitewide 7.5% Optimism Bias: Topic 7.3%, sitewide 6.0% In-Group Bias: Topic 1.2%, sitewide 6.9% Halo Effect: Topic 0.5%, sitewide 6.7% Biased Writer Voice: Topic 4.0%, sitewide 5.3% Anecdotal: Topic 0.5%, sitewide 5.2% Overconfidence Bias: Topic 4.6%, sitewide 4.6% Politically Left Leaning Bias: Topic 4.3%, sitewide 2.0% Anchoring Bias: Topic 1.5%, sitewide 4.0% Self-Serving Bias: Topic 1.8%, sitewide 3.7% Post Hoc (False Cause): Topic 1.9%, sitewide 3.3% Out-Group Homogeneity Bias: Topic 0.1%, sitewide 3.1% Fundamental Attribution Error: Topic 1.4%, sitewide 2.7% Recency Bias: Topic 0.4%, sitewide 2.7% Unattributed Quote: Topic 2.5%, sitewide 1.1% Loss Aversion: Topic 1.3%, sitewide 2.5% Bandwagon: Topic 1.0%, sitewide 2.2% Attempt to Sell a Product or Service: Topic 2.2%, sitewide 0.5% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst