Topic summary
⁠0%1 analyzed article/video612 analyzed words
BS Summary: These Production Efficiency results contain 28 faulty reasoning types, including Hasty Generalization, Optimism Bias, and Ambiguity (Equivocation), with Overconfidence Bias as the most egregious example at 21.6% saturation with 528 hits. Analysis detected 2,988 faulty-reasoning hits from 2,448 analyzed words across 1 article, generating a BS Score of 4.4% and a BS Rank of ⁠71% (4,660 of 15,759 topics). This Production Efficiency is worse (more manipulative) than 70.40% of the peer group.
Production Efficiency
Topic details
Total words: 2,448
Article count: 1
Authors

Ranking context

Position among analyzed topics

70% percentile
025507510070.4% percentile
4.4% BS Score1 analyzed articles2.4K analyzed words

Reasoning profile

Selected profile versus the sitewide rate

TopicSitewideShared scale 0–50%
0.0%10%20%30%40%50%Framing EffectSitewide 26.9%Topic 2.8%2.8%Negativity BiasSitewide 19.2%Topic 1.6%1.6%Overconfidence BiasSitewide 4.6%Topic 21.6%21.6%Appeal to EmotionSitewide 15.9%Topic 0.7%0.7%Hasty GeneralizationSitewide 8.1%Topic 20.8%20.8%Ambiguity (Equivocation)Sitewide 0.8%Topic 9.5%9.5%Optimism BiasSitewide 6.0%Topic 14.5%14.5%Confirmation BiasSitewide 7.5%Topic 0.5%0.5%False DilemmaSitewide 1.5%Topic 8.5%8.5%Availability HeuristicSitewide 9.1%Topic 2.7%2.7%

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 2.8%, sitewide 26.9%Overconfidence Bias: Topic 21.6%, sitewide 4.6%Hasty Generalization: Topic 20.8%, sitewide 8.1%Negativity Bias: Topic 1.6%, sitewide 19.2%Appeal to Emotion: Topic 0.7%, sitewide 15.9%Optimism Bias: Topic 14.5%, sitewide 6.0%Appeal to Authority: Topic 4.9%, sitewide 11.1%Ambiguity (Equivocation): Topic 9.5%, sitewide 0.8%Availability Heuristic: Topic 2.7%, sitewide 9.1%False Dilemma: Topic 8.5%, sitewide 1.5%Confirmation Bias: Topic 0.5%, sitewide 7.5%Halo Effect: Topic 2.9%, sitewide 6.7%Biased Writer Voice: Topic 3.0%, sitewide 5.3%Anecdotal: Topic 1.8%, sitewide 5.2%Indoctrination: Topic 4.9%, sitewide 0.0%Attempt to Sell a Product or Service: Topic 3.9%, sitewide 0.5%Post Hoc (False Cause): Topic 1.4%, sitewide 3.3%Recency Bias: Topic 2.6%, sitewide 2.7%Loss Aversion: Topic 0.9%, sitewide 2.5%Pessimism Bias: Topic 2.5%, sitewide 1.9%Begging the Question: Topic 2.3%, sitewide 1.7%Status Quo Bias: Topic 1.1%, sitewide 2.2%Hindsight Bias: Topic 2.0%, sitewide 1.4%Representativeness Heuristic: Topic 1.2%, sitewide 1.9%Framing EffectSitewide rateTopic rate

Analyzed articles and videos