Topic summary
83% 29 analyzed articles/videos 16,457 analyzed words
BS Summary: These Robotics results contain 53 faulty reasoning types, including Negativity Bias , Framing Effect , and Biased Writer Voice , with Optimism Bias as the most egregious example at 8.8% saturation with 6,220 hits . Analysis detected 54,119 faulty-reasoning hits from 71,084 analyzed words across 29 articles, generating a BS Score of 1.4% and a BS Rank of 16% (18,405 of 21,675 topics). This Robotics is better (less manipulative) than 84.90% of the peer group. Robotics
Topic details
Total words: 71,084
Article count: 29
Authors
Ranking context Position among analyzed topics
15% percentile 0 25 50 75 100 15.1% percentile 1.4% BS Score29 analyzed articles71.1K 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 5.5% 5.5% Negativity Bias Sitewide 19.2% Topic 5.7% 5.7% Appeal to Emotion Sitewide 15.9% Topic 3.8% 3.8% In-Group Bias Sitewide 6.9% Topic 0.3% 0.3% Appeal to Authority Sitewide 11.1% Topic 4.8% 4.8% Availability Heuristic Sitewide 9.1% Topic 3.4% 3.4% Confirmation Bias Sitewide 7.5% Topic 2.5% 2.5% Halo Effect Sitewide 6.7% Topic 1.8% 1.8% Hasty Generalization Sitewide 8.1% Topic 3.6% 3.6% Attempt to Sell a Product… Sitewide 0.5% Topic 4.3% 4.3% 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 5.5%, sitewide 26.9% Negativity Bias: Topic 5.7%, sitewide 19.2% Appeal to Emotion: Topic 3.8%, sitewide 15.9% Appeal to Authority: Topic 4.8%, sitewide 11.1% Availability Heuristic: Topic 3.4%, sitewide 9.1% Optimism Bias: Topic 8.8%, sitewide 6.0% Hasty Generalization: Topic 3.6%, sitewide 8.1% Confirmation Bias: Topic 2.5%, sitewide 7.5% In-Group Bias: Topic 0.3%, sitewide 6.9% Halo Effect: Topic 1.8%, sitewide 6.7% Biased Writer Voice: Topic 5.3%, sitewide 5.3% Anecdotal: Topic 2.5%, sitewide 5.2% Overconfidence Bias: Topic 3.3%, sitewide 4.6% Attempt to Sell a Product or Service: Topic 4.3%, sitewide 0.5% Anchoring Bias: Topic 1.1%, sitewide 4.0% Self-Serving Bias: Topic 1.1%, sitewide 3.7% Post Hoc (False Cause): Topic 1.3%, 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 1.1%, sitewide 2.7% Loss Aversion: Topic 0.3%, sitewide 2.5% Bandwagon: Topic 0.9%, sitewide 2.2% Status Quo Bias: Topic 0.7%, sitewide 2.2% Ad Hominem: Topic 0.4%, sitewide 2.2% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst