Topic summary
86% 5 analyzed articles/videos 3,406 analyzed words
BS Summary: These Gig Economy results contain 43 faulty reasoning types, including Appeal to Emotion , Anecdotal , and Framing Effect , with Negativity Bias as the most egregious example at 15.9% saturation with 1,924 hits . Analysis detected 13,915 faulty-reasoning hits from 12,067 analyzed words across 5 articles, generating a BS Score of 2.7% and a BS Rank of 44% (9,310 of 16,562 topics). This Gig Economy is better (less manipulative) than 56.20% of the peer group. Gig Economy
Topic details
Total words: 12,067
Article count: 5
Authors
Ranking context Position among analyzed topics
44% percentile 0 25 50 75 100 43.8% percentile 2.7% BS Score5 analyzed articles12.1K 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 8.3% 8.3% Appeal to Authority Sitewide 11.1% Topic 5.4% 5.4% Halo Effect Sitewide 6.7% Topic 1.5% 1.5% Appeal to Emotion Sitewide 15.9% Topic 11.4% 11.4% Anecdotal Sitewide 5.2% Topic 9.3% 9.3% Availability Heuristic Sitewide 9.1% Topic 5.1% 5.1% In-Group Bias Sitewide 6.9% Topic 3.1% 3.1% Overconfidence Bias Sitewide 4.6% Topic 1.2% 1.2% Confirmation Bias Sitewide 7.5% Topic 4.1% 4.1% Negativity Bias Sitewide 19.2% Topic 15.9% 15.9% 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 8.3%, sitewide 26.9% Negativity Bias: Topic 15.9%, sitewide 19.2% Appeal to Emotion: Topic 11.4%, sitewide 15.9% Appeal to Authority: Topic 5.4%, sitewide 11.1% Anecdotal: Topic 9.3%, sitewide 5.2% Availability Heuristic: Topic 5.1%, sitewide 9.1% Hasty Generalization: Topic 6.4%, sitewide 8.1% Confirmation Bias: Topic 4.1%, sitewide 7.5% In-Group Bias: Topic 3.1%, sitewide 6.9% Halo Effect: Topic 1.5%, sitewide 6.7% Optimism Bias: Topic 4.2%, sitewide 6.0% Biased Writer Voice: Topic 2.9%, sitewide 5.3% Overconfidence Bias: Topic 1.2%, sitewide 4.6% Anchoring Bias: Topic 1.9%, sitewide 4.0% Self-Serving Bias: Topic 2.4%, sitewide 3.7% Post Hoc (False Cause): Topic 2.2%, sitewide 3.3% Out-Group Homogeneity Bias: Topic 1.2%, sitewide 3.1% Politically Left Leaning Bias: Topic 3.0%, sitewide 2.0% Ambiguity (Equivocation): Topic 3.0%, sitewide 0.8% Fundamental Attribution Error: Topic 0.9%, sitewide 2.7% Recency Bias: Topic 2.0%, sitewide 2.7% Loss Aversion: Topic 1.5%, sitewide 2.5% Bandwagon: Topic 2.1%, 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