Keyword summary
55%24 analyzed articles/videos26,880 analyzed words
BS Summary: These Student Loans results contain 54 faulty reasoning types, including Biased Writer Voice, Framing Effect, and Hasty Generalization, with Negativity Bias as the most egregious example at 8.6% saturation with 11,283 hits. Analysis detected 95,188 faulty-reasoning hits from 131,550 analyzed words across 24 articles, generating a BS Score of 1.3% and a BS Rank of 14% (51,787 of 59,653 keywords). This Student Loans is better (less manipulative) than 86.80% of the peer group.

Ranking context

Position among analyzed keywords

13% percentile
025507510013.2% percentile
1.3% BS Score24 analyzed articles131.6K analyzed words

Reasoning profile

Selected profile versus the sitewide rate

KeywordSitewideShared scale 0–50%
0.0%10%20%30%40%50%Framing EffectSitewide 26.9%Keyword 5.0%5.0%Appeal to EmotionSitewide 15.9%Keyword 4.2%4.2%Negativity BiasSitewide 19.2%Keyword 8.6%8.6%Appeal to AuthoritySitewide 11.1%Keyword 2.6%2.6%Availability HeuristicSitewide 9.1%Keyword 2.5%2.5%Halo EffectSitewide 6.7%Keyword 0.6%0.6%Confirmation BiasSitewide 7.5%Keyword 1.7%1.7%In-Group BiasSitewide 6.9%Keyword 1.5%1.5%Optimism BiasSitewide 6.0%Keyword 1.5%1.5%Hasty GeneralizationSitewide 8.1%Keyword 4.3%4.3%

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 5.0%, sitewide 26.9%Negativity Bias: Keyword 8.6%, sitewide 19.2%Appeal to Emotion: Keyword 4.2%, sitewide 15.9%Appeal to Authority: Keyword 2.6%, sitewide 11.1%Availability Heuristic: Keyword 2.5%, sitewide 9.1%Hasty Generalization: Keyword 4.3%, sitewide 8.1%Confirmation Bias: Keyword 1.7%, sitewide 7.5%In-Group Bias: Keyword 1.5%, sitewide 6.9%Halo Effect: Keyword 0.6%, sitewide 6.7%Biased Writer Voice: Keyword 6.0%, sitewide 5.3%Optimism Bias: Keyword 1.5%, sitewide 6.0%Anecdotal: Keyword 2.0%, sitewide 5.2%Overconfidence Bias: Keyword 1.1%, sitewide 4.6%Anchoring Bias: Keyword 0.9%, sitewide 4.0%Self-Serving Bias: Keyword 0.6%, sitewide 3.7%Politically Right Leaning Bias: Keyword 3.4%, sitewide 1.4%Indoctrination: Keyword 3.4%, sitewide 0.0%Post Hoc (False Cause): Keyword 1.6%, sitewide 3.3%Out-Group Homogeneity Bias: Keyword 0.5%, sitewide 3.1%Fundamental Attribution Error: Keyword 0.7%, sitewide 2.7%Pessimism Bias: Keyword 2.7%, sitewide 1.9%Recency Bias: Keyword 0.8%, sitewide 2.7%Loss Aversion: Keyword 2.4%, sitewide 2.5%Bandwagon: Keyword 0.3%, sitewide 2.2%Framing EffectSitewide rateKeyword rate

Analyzed articles and videos

Foreign nationals receive £4 BILLION in UK student loans over past year88%
Human Events84%By Roberto Wakerell-Cruz72%8/6/2026, 5:00:00 PM
Federal government to wipe out student loans of 170,000 more defrauded borrowers27%
The Boston Globe44%By Stacy Cowley23%8/3/2026, 5:33:40 PM
Thousands in Tarrant County are behind on student loans. She nearly joined them7%
Fort Worth Report8%By Dang Le5%7/30/2026, 3:43:42 PM
AI-Powered ‘Ghost Students’ Are Looting Federal Student Aid, the Treasury Dept. Warns Banks39%
RedState96%By Ben Smith69%7/24/2026, 1:19:00 PM
Trump Team Moves to Rename New York’s Penn Station22%
The New Republic74%By Malcolm Ferguson83%7/23/2026, 1:58:02 PM
Student Loan Borrowers Beware57%
The American Prospect47%By James Baratta64%7/23/2026, 2:15:00 AM
Student loan defaults hit record highs26%
Hays Post38%By HEATHER HOLLINGSWORTH40% NICKY FORSTER43%7/21/2026, 12:30:00 PM
DMV LOCAL RECAP: SAVE Student Loan Deadline Begins for Borrowers64%
92 Q93%By Dominique Da Diva86%7/21/2026, 11:58:27 AM
DMV LOCAL RECAP: SAVE Student Loan Deadline Begins for Borrowers70%
iPower 92.1/104.1 FM92%By Dominique Da Diva86%7/21/2026, 11:58:27 AM
Student loan defaults surge in Wisconsin, US after federal reprieve ends56%
Wisconsin Watch15%By Natalie Yahr23% Wisconsin Watch20% Miranda Dunlap25%7/20/2026, 11:25:06 AM