Topic summary
0% 1 analyzed article/video 223 analyzed words
BS Summary: These Driver Safety results contain 17 faulty reasoning types, including Optimism Bias , Appeal to Emotion , and Representativeness Heuristic , with Anecdotal as the most egregious example at 13.3% saturation with 89 hits . Analysis detected 535 faulty-reasoning hits from 669 analyzed words across 1 article, generating a BS Score of 4.7% and a BS Rank of 74% (4,352 of 16,562 topics). This Driver Safety is worse (more manipulative) than 73.70% of the peer group. Driver Safety
Topic details
Total words: 669
Article count: 1
Authors
Ranking context Position among analyzed topics
74% percentile 0 25 50 75 100 73.7% percentile 4.7% BS Score1 analyzed articles669 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 3.3% 3.3% Negativity Bias Sitewide 19.2% Topic 3.3% 3.3% Appeal to Emotion Sitewide 15.9% Topic 7.5% 7.5% Anecdotal Sitewide 5.2% Topic 13.3% 13.3% Appeal to Authority Sitewide 11.1% Topic 5.4% 5.4% Availability Heuristic Sitewide 9.1% Topic 3.9% 3.9% Representativeness Heuris… Sitewide 1.9% Topic 7.0% 7.0% Burden of Proof Sitewide 0.4% Topic 4.6% 4.6% Ambiguity (Equivocation) Sitewide 0.8% Topic 4.6% 4.6% Indoctrination Sitewide 0.0% Topic 3.3% 3.3% 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 3.3%, sitewide 26.9% Negativity Bias: Topic 3.3%, sitewide 19.2% Appeal to Emotion: Topic 7.5%, sitewide 15.9% Anecdotal: Topic 13.3%, sitewide 5.2% Appeal to Authority: Topic 5.4%, sitewide 11.1% Availability Heuristic: Topic 3.9%, sitewide 9.1% Optimism Bias: Topic 7.9%, sitewide 6.0% Representativeness Heuristic: Topic 7.0%, sitewide 1.9% Ambiguity (Equivocation): Topic 4.6%, sitewide 0.8% Burden of Proof: Topic 4.6%, sitewide 0.4% Anchoring Bias: Topic 3.9%, sitewide 4.0% Self-Serving Bias: Topic 3.9%, sitewide 3.7% Indoctrination: Topic 3.3%, sitewide 0.0% Bandwagon: Topic 3.0%, sitewide 2.2% Status Quo Bias: Topic 2.1%, sitewide 2.2% Unattributed Quote: Topic 2.1%, sitewide 1.1% Quote-first Misdirection: Topic 0.9%, sitewide 0.0% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst