Keyword summary
62% 10 analyzed articles/videos 6,653 analyzed words
BS Summary: These Polymarket results contain 53 faulty reasoning types, including Framing Effect , Hasty Generalization , and Biased Writer Voice , with Negativity Bias as the most egregious example at 9.9% saturation with 4,519 hits . Analysis detected 40,873 faulty-reasoning hits from 45,757 analyzed words across 10 articles, generating a BS Score of 1.7% and a BS Rank of 14% (32,396 of 37,536 keywords). This Polymarket is better (less manipulative) than 86.30% of the peer group. Polymarket
Keyword details
Total words: 45,757
Article count: 10
Authors
Ranking context Position among analyzed keywords
14% percentile 0 25 50 75 100 13.7% percentile 1.7% BS Score10 analyzed articles45.8K 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% Keyword 8.3% 8.3% Appeal to Emotion Sitewide 15.9% Keyword 4.0% 4.0% Negativity Bias Sitewide 19.2% Keyword 9.9% 9.9% Appeal to Authority Sitewide 11.1% Keyword 4.3% 4.3% In-Group Bias Sitewide 6.9% Keyword 0.7% 0.7% Halo Effect Sitewide 6.7% Keyword 0.8% 0.8% Confirmation Bias Sitewide 7.5% Keyword 2.8% 2.8% Optimism Bias Sitewide 6.0% Keyword 1.4% 1.4% Availability Heuristic Sitewide 9.1% Keyword 4.5% 4.5% Overconfidence Bias Sitewide 4.6% Keyword 1.0% 1.0% 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: Keyword 8.3%, sitewide 26.9% Negativity Bias: Keyword 9.9%, sitewide 19.2% Appeal to Emotion: Keyword 4.0%, sitewide 15.9% Appeal to Authority: Keyword 4.3%, sitewide 11.1% Availability Heuristic: Keyword 4.5%, sitewide 9.1% Hasty Generalization: Keyword 8.2%, sitewide 8.1% Confirmation Bias: Keyword 2.8%, sitewide 7.5% Biased Writer Voice: Keyword 7.2%, sitewide 5.3% In-Group Bias: Keyword 0.7%, sitewide 6.9% Halo Effect: Keyword 0.8%, sitewide 6.7% Optimism Bias: Keyword 1.4%, sitewide 6.0% Anecdotal: Keyword 2.8%, sitewide 5.2% Overconfidence Bias: Keyword 1.0%, sitewide 4.6% Anchoring Bias: Keyword 0.5%, sitewide 4.0% Self-Serving Bias: Keyword 0.8%, sitewide 3.7% Post Hoc (False Cause): Keyword 1.9%, sitewide 3.3% Out-Group Homogeneity Bias: Keyword 0.3%, sitewide 3.1% Pessimism Bias: Keyword 2.8%, sitewide 1.9% Fundamental Attribution Error: Keyword 0.9%, sitewide 2.7% Recency Bias: Keyword 1.8%, sitewide 2.7% Politically Left Leaning Bias: Keyword 2.6%, sitewide 2.0% Indoctrination: Keyword 2.6%, sitewide 0.0% Slippery Slope: Keyword 2.6%, sitewide 1.7% Loss Aversion: Keyword 0.5%, sitewide 2.5% Framing Effect Sitewide rate Keyword rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst