Topic summary
62% 26 analyzed articles/videos 11,521 analyzed words
BS Summary: These Robotics results contain 52 faulty reasoning types, including Biased Writer Voice , Framing Effect , and Negativity Bias , with Optimism Bias as the most egregious example at 9.4% saturation with 5,387 hits . Analysis detected 48,121 faulty-reasoning hits from 57,597 analyzed words across 26 articles, generating a BS Score of 1.6% and a BS Rank of 11% (14,110 of 15,755 topics). This Robotics is better (less manipulative) than 89.60% of the peer group. Robotics
Topic details
Total words: 57,597
Article count: 26
Authors
Ranking context Position among analyzed topics
10% percentile 0 25 50 75 100 10.4% percentile 1.6% BS Score26 analyzed articles57.6K 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 6.4% 6.4% Negativity Bias Sitewide 19.2% Topic 6.2% 6.2% Appeal to Emotion Sitewide 15.9% Topic 4.5% 4.5% In-Group Bias Sitewide 6.9% Topic 0.2% 0.2% Appeal to Authority Sitewide 11.1% Topic 5.4% 5.4% Availability Heuristic Sitewide 9.1% Topic 3.8% 3.8% Halo Effect Sitewide 6.7% Topic 1.8% 1.8% Confirmation Bias Sitewide 7.5% Topic 2.9% 2.9% Hasty Generalization Sitewide 8.1% Topic 3.9% 3.9% Attempt to Sell a Product… Sitewide 0.5% Topic 4.2% 4.2% 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 6.4%, sitewide 26.9% Negativity Bias: Topic 6.2%, sitewide 19.2% Appeal to Emotion: Topic 4.5%, sitewide 15.9% Appeal to Authority: Topic 5.4%, sitewide 11.1% Optimism Bias: Topic 9.3%, sitewide 6.0% Availability Heuristic: Topic 3.8%, sitewide 9.1% Hasty Generalization: Topic 3.9%, sitewide 8.1% Confirmation Bias: Topic 2.9%, sitewide 7.5% In-Group Bias: Topic 0.2%, sitewide 6.9% Halo Effect: Topic 1.8%, sitewide 6.7% Biased Writer Voice: Topic 6.4%, sitewide 5.3% Anecdotal: Topic 2.9%, sitewide 5.2% Overconfidence Bias: Topic 3.6%, sitewide 4.6% Attempt to Sell a Product or Service: Topic 4.2%, sitewide 0.5% Anchoring Bias: Topic 1.3%, sitewide 4.0% Self-Serving Bias: Topic 0.8%, sitewide 3.7% Post Hoc (False Cause): Topic 1.5%, sitewide 3.3% Out-Group Homogeneity Bias: Topic 0.1%, sitewide 3.1% Fundamental Attribution Error: Topic 0.4%, sitewide 2.7% Recency Bias: Topic 1.3%, sitewide 2.7% Pessimism Bias: Topic 2.5%, sitewide 1.9% Loss Aversion: Topic 0.4%, sitewide 2.5% Bandwagon: Topic 0.9%, sitewide 2.2% Status Quo Bias: Topic 0.6%, sitewide 2.2% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst