Topic summary
18% 14 analyzed articles/videos 17,014 analyzed words
BS Summary: These Student Loans results contain 50 faulty reasoning types, including Framing Effect , Hasty Generalization , and Pessimism Bias , with Negativity Bias as the most egregious example at 7.5% saturation with 5,286 hits . Analysis detected 38,076 faulty-reasoning hits from 70,614 analyzed words across 14 articles, generating a BS Score of 1.1% and a BS Rank of 2% (15,493 of 15,701 topics). This Student Loans is better (less manipulative) than 98.70% of the peer group. Student Loans
Topic details
Total words: 70,614
Article count: 14
Authors
Ranking context Position among analyzed topics
1% percentile 0 25 50 75 100 1.3% percentile 1.1% BS Score14 analyzed articles70.6K 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% Topic 5.1% 5.1% Appeal to Emotion Sitewide 15.9% Topic 3.0% 3.0% Negativity Bias Sitewide 19.2% Topic 7.5% 7.5% Appeal to Authority Sitewide 11.1% Topic 2.4% 2.4% Availability Heuristic Sitewide 9.1% Topic 2.1% 2.1% In-Group Bias Sitewide 6.9% Topic 0.3% 0.3% Confirmation Bias Sitewide 7.5% Topic 1.2% 1.2% Halo Effect Sitewide 6.7% Topic 0.8% 0.8% Hasty Generalization Sitewide 8.1% Topic 3.1% 3.1% Optimism Bias Sitewide 6.0% Topic 1.6% 1.6% 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 5.1%, sitewide 26.9% Negativity Bias: Topic 7.5%, sitewide 19.2% Appeal to Emotion: Topic 3.0%, sitewide 15.9% Appeal to Authority: Topic 2.4%, sitewide 11.1% Availability Heuristic: Topic 2.1%, sitewide 9.1% Hasty Generalization: Topic 3.1%, sitewide 8.1% Confirmation Bias: Topic 1.2%, sitewide 7.5% In-Group Bias: Topic 0.3%, sitewide 6.9% Halo Effect: Topic 0.8%, sitewide 6.7% Optimism Bias: Topic 1.6%, sitewide 6.0% Biased Writer Voice: Topic 2.0%, sitewide 5.3% Anecdotal: Topic 1.4%, sitewide 5.2% Overconfidence Bias: Topic 0.4%, sitewide 4.6% Anchoring Bias: Topic 2.0%, sitewide 4.0% Self-Serving Bias: Topic 0.2%, sitewide 3.7% Post Hoc (False Cause): Topic 1.1%, sitewide 3.3% Out-Group Homogeneity Bias: Topic 0.1%, sitewide 3.1% Pessimism Bias: Topic 3.0%, sitewide 1.9% Loss Aversion: Topic 2.9%, sitewide 2.5% Fundamental Attribution Error: Topic 0.1%, sitewide 2.7% Recency Bias: Topic 0.8%, sitewide 2.7% Bandwagon: Topic 0.2%, sitewide 2.2% Status Quo Bias: Topic 0.7%, sitewide 2.2% Ad Hominem: Topic 0.1%, sitewide 2.2% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst