Topic summary
28% 4 analyzed articles/videos 1,168 analyzed words
BS Summary: These Autonomous Driving results contain 27 faulty reasoning types, including Framing Effect , Biased Writer Voice , and Availability Heuristic , with Negativity Bias as the most egregious example at 13.5% saturation with 554 hits . Analysis detected 3,094 faulty-reasoning hits from 4,113 analyzed words across 4 articles, generating a BS Score of 2.8% and a BS Rank of 46% (8,630 of 15,844 topics). This Autonomous Driving is better (less manipulative) than 54.50% of the peer group. Autonomous Driving
Topic details
Total words: 4,113
Article count: 4
Authors
Ranking context Position among analyzed topics
46% percentile 0 25 50 75 100 45.5% percentile 2.8% BS Score4 analyzed articles4.1K 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 7.9% 7.9% Appeal to Emotion Sitewide 15.9% Topic 2.2% 2.2% Appeal to Authority Sitewide 11.1% Topic 2.9% 2.9% Negativity Bias Sitewide 19.2% Topic 13.5% 13.5% Optimism Bias Sitewide 6.0% Topic 1.0% 1.0% Halo Effect Sitewide 6.7% Topic 1.9% 1.9% Availability Heuristic Sitewide 9.1% Topic 4.5% 4.5% Overconfidence Bias Sitewide 4.6% Topic 0.2% 0.2% Hasty Generalization Sitewide 8.1% Topic 4.2% 4.2% Confirmation Bias Sitewide 7.5% 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 7.9%, sitewide 26.9% Negativity Bias: Topic 13.5%, sitewide 19.2% Appeal to Emotion: Topic 2.2%, sitewide 15.9% Appeal to Authority: Topic 2.9%, sitewide 11.1% Availability Heuristic: Topic 4.5%, sitewide 9.1% Hasty Generalization: Topic 4.2%, sitewide 8.1% Confirmation Bias: Topic 3.8%, sitewide 7.5% Biased Writer Voice: Topic 6.8%, sitewide 5.3% Halo Effect: Topic 1.9%, sitewide 6.7% Optimism Bias: Topic 1.0%, sitewide 6.0% Anecdotal: Topic 4.2%, sitewide 5.2% Overconfidence Bias: Topic 0.2%, sitewide 4.6% Anchoring Bias: Topic 1.5%, sitewide 4.0% Post Hoc (False Cause): Topic 1.6%, sitewide 3.3% Out-Group Homogeneity Bias: Topic 0.3%, sitewide 3.1% Attempt to Sell a Product or Service: Topic 2.8%, sitewide 0.5% Unattributed Quote: Topic 2.8%, sitewide 1.1% Fundamental Attribution Error: Topic 1.3%, sitewide 2.7% Recency Bias: Topic 1.6%, sitewide 2.7% Hindsight Bias: Topic 2.4%, sitewide 1.4% Quote-first Misdirection: Topic 2.4%, sitewide 0.0% Representativeness Heuristic: Topic 0.9%, sitewide 1.9% Begging the Question: Topic 1.2%, sitewide 1.7% False Dilemma: Topic 1.0%, sitewide 1.5% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst