Topic summary
8% 5 analyzed articles/videos 2,494 analyzed words
BS Summary: These Digitalization results contain 42 faulty reasoning types, including Overconfidence Bias , False Dilemma , and Appeal to Authority , with Optimism Bias as the most egregious example at 7.7% saturation with 1,176 hits . Analysis detected 8,232 faulty-reasoning hits from 15,346 analyzed words across 5 articles, generating a BS Score of 1.3% and a BS Rank of 4% (15,196 of 15,689 topics). This Digitalization is better (less manipulative) than 96.90% of the peer group. Digitalization
Topic details
Total words: 15,346
Article count: 5
Authors
Ranking context Position among analyzed topics
3% percentile 0 25 50 75 100 3.1% percentile 1.3% BS Score5 analyzed articles15.3K 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 3.2% 3.2% Negativity Bias Sitewide 19.2% Topic 1.2% 1.2% Appeal to Emotion Sitewide 15.9% Topic 0.8% 0.8% Appeal to Authority Sitewide 11.1% Topic 3.8% 3.8% Availability Heuristic Sitewide 9.1% Topic 2.2% 2.2% In-Group Bias Sitewide 6.9% Topic 0.2% 0.2% Hasty Generalization Sitewide 8.1% Topic 2.3% 2.3% Halo Effect Sitewide 6.7% Topic 1.5% 1.5% Confirmation Bias Sitewide 7.5% Topic 2.5% 2.5% Anecdotal Sitewide 5.2% Topic 0.6% 0.6% 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 3.2%, sitewide 26.9% Negativity Bias: Topic 1.2%, sitewide 19.2% Appeal to Emotion: Topic 0.8%, sitewide 15.9% Appeal to Authority: Topic 3.8%, sitewide 11.1% Availability Heuristic: Topic 2.2%, sitewide 9.1% Hasty Generalization: Topic 2.3%, sitewide 8.1% Optimism Bias: Topic 7.7%, sitewide 6.0% Confirmation Bias: Topic 2.5%, sitewide 7.5% In-Group Bias: Topic 0.2%, sitewide 6.9% Halo Effect: Topic 1.5%, sitewide 6.7% Biased Writer Voice: Topic 2.2%, sitewide 5.3% Anecdotal: Topic 0.6%, sitewide 5.2% Overconfidence Bias: Topic 4.5%, sitewide 4.6% False Dilemma: Topic 4.1%, sitewide 1.5% Anchoring Bias: Topic 0.8%, sitewide 4.0% Self-Serving Bias: Topic 0.2%, sitewide 3.7% Post Hoc (False Cause): Topic 1.4%, sitewide 3.3% Fundamental Attribution Error: Topic 0.1%, sitewide 2.7% Recency Bias: Topic 1.4%, sitewide 2.7% Loss Aversion: Topic 0.2%, sitewide 2.5% Bandwagon: Topic 0.4%, sitewide 2.2% Status Quo Bias: Topic 0.6%, sitewide 2.2% Ad Hominem: Topic 0.2%, sitewide 2.2% Representativeness Heuristic: Topic 1.4%, sitewide 1.9% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst