Topic summary

⁠0%1 analyzed article/video1,271 analyzed words

BS Summary: These Income Driven Repayment results contain 28 faulty reasoning types, including Hasty Generalization, Optimism Bias, and Appeal to Authority, with Negativity Bias as the most egregious example at 8.7% saturation with 443 hits. Analysis detected 3,010 faulty-reasoning hits from 5,084 analyzed words across 1 article, generating a BS Score of 2.1% and a BS Rank of ⁠27% (12,097 of 16,562 topics). This Income Driven Repayment is better (less manipulative) than 73.00% of the peer group.

Income Driven Repayment

Topic ranking list

Percentile	Topic	BS Score
⁠0%	Uber	1%
⁠0%	Pittsburgh Pirates	1%
⁠0%	Opera	1%
⁠0%	Holocaust	1%
⁠0%	Privacy Policy	1%
⁠27%	Income Driven Repayment (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: 5,084

Article count: 1

Authors

Adam S. Minsky

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Attribute Prevalence (Top 48)

Income Driven Repayment attribute prevalence percentages (biases/fallacies), sorted highest to lowest.

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Income Driven Repayment vs sitewide

Income Driven Repayment attribute percentages, with an overlaid sitewide baseline for those same attributes.

Analyzed articles and videos

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46,000 Borrowers Move Student Loans To New Repayment Plan On First Day⁠^23%

Forbes⁠^46%By Adam S. Minsky⁠^0%7/2/2026, 5:26:16 AM