Keyword summary
37% 2 analyzed articles/videos 782 analyzed words
BS Summary: These Federal Student Aid results contain 35 faulty reasoning types, including Optimism Bias , Framing Effect , and Politically Right Leaning Bias , with Negativity Bias as the most egregious example at 8.4% saturation with 460 hits . Analysis detected 3,341 faulty-reasoning hits from 5,502 analyzed words across 2 articles, generating a BS Score of 1.7% and a BS Rank of 16% (31,782 of 37,537 keywords). This Federal Student Aid is better (less manipulative) than 84.70% of the peer group. Federal Student Aid
Keyword details
Total words: 5,502
Article count: 2
Authors
Ranking context Position among analyzed keywords
15% percentile 0 25 50 75 100 15.3% percentile 1.7% BS Score2 analyzed articles5.5K 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 3.9% 3.9% Appeal to Emotion Sitewide 15.9% Keyword 2.0% 2.0% Negativity Bias Sitewide 19.2% Keyword 8.4% 8.4% Appeal to Authority Sitewide 11.1% Keyword 2.4% 2.4% In-Group Bias Sitewide 6.9% Keyword 0.0% 0.0% Confirmation Bias Sitewide 7.5% Keyword 0.9% 0.9% Availability Heuristic Sitewide 9.1% Keyword 2.7% 2.7% Anecdotal Sitewide 5.2% Keyword 0.5% 0.5% Hasty Generalization Sitewide 8.1% Keyword 3.5% 3.5% Biased Writer Voice Sitewide 5.3% Keyword 1.8% 1.8% 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 3.9%, sitewide 26.9% Negativity Bias: Keyword 8.4%, sitewide 19.2% Appeal to Emotion: Keyword 2.0%, sitewide 15.9% Appeal to Authority: Keyword 2.4%, sitewide 11.1% Availability Heuristic: Keyword 2.7%, sitewide 9.1% Hasty Generalization: Keyword 3.5%, sitewide 8.1% Confirmation Bias: Keyword 0.9%, sitewide 7.5% In-Group Bias: Keyword 0.0%, sitewide 6.9% Optimism Bias: Keyword 4.5%, sitewide 6.0% Biased Writer Voice: Keyword 1.8%, sitewide 5.3% Anecdotal: Keyword 0.5%, sitewide 5.2% Overconfidence Bias: Keyword 1.5%, sitewide 4.6% Anchoring Bias: Keyword 2.3%, sitewide 4.0% Self-Serving Bias: Keyword 0.3%, sitewide 3.7% Politically Right Leaning Bias: Keyword 3.6%, sitewide 1.4% Pessimism Bias: Keyword 3.5%, sitewide 1.9% Post Hoc (False Cause): Keyword 0.3%, sitewide 3.3% Out-Group Homogeneity Bias: Keyword 1.1%, sitewide 3.1% Fundamental Attribution Error: Keyword 1.6%, sitewide 2.7% Recency Bias: Keyword 0.7%, sitewide 2.7% Loss Aversion: Keyword 1.8%, sitewide 2.5% Attempt to Sell a Product or Service: Keyword 2.5%, sitewide 0.5% Ad Hominem: Keyword 0.2%, sitewide 2.2% Indoctrination: Keyword 2.1%, sitewide 0.0% Framing Effect Sitewide rate Keyword rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst