Topic summary

⁠46%1 analyzed article/video1,423 analyzed words

BS Summary: These Student Loan Debt results contain 36 faulty reasoning types, including Appeal to Emotion, Post Hoc (False Cause), and Pessimism Bias, with Negativity Bias as the most egregious example at 13.4% saturation with 571 hits. Analysis detected 3,869 faulty-reasoning hits from 4,269 analyzed words across 1 article, generating a BS Score of 2.5% and a BS Rank of ⁠39% (9,220 of 14,963 topics). This Student Loan Debt is better (less manipulative) than 61.60% of the peer group.

Student Loan Debt

Topic ranking list

Percentile	Topic	BS Score
⁠0%	Pittsburgh Pirates	1%
⁠0%	Opera	1%
⁠0%	Holocaust	1%
⁠0%	Privacy Policy	1%
⁠0%	Alameda County	1%
⁠39%	Student Loan Debt (selected)	3%
⁠100%	Radio Roundup / Week In Review	60%
⁠100%	E-Bikes / Rad Power Bikes	60%
⁠100%	E Bikes Rad Power Bikes	60%
⁠100%	The Last Word With Lawrence O'donnell	69%
⁠100%	The Last Word With Lawrence Odonnell	69%

Topic details

Total words: 4,269

Article count: 1

Authors

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Attribute Prevalence (Top 48)

Student Loan Debt attribute prevalence percentages (biases/fallacies), sorted highest to lowest.

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Student Loan Debt vs sitewide

Student Loan Debt attribute percentages, with an overlaid sitewide baseline for those same attributes.

Analyzed articles and videos

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Student loan defaults surge in Wisconsin, US after federal reprieve ends⁠^40%

Wisconsin Watch⁠^6%By Natalie Yahr⁠^12% Wisconsin Watch⁠^11% Miranda Dunlap⁠^35%7/20/2026, 6:25:06 PM