Topic summary

⁠41%2 analyzed articles/videos1,539 analyzed words

BS Summary: These Participatory Budgeting results contain 33 faulty reasoning types, including Framing Effect, Appeal to Emotion, and Hasty Generalization, with Negativity Bias as the most egregious example at 4.8% saturation with 295 hits. Analysis detected 3,895 faulty-reasoning hits from 6,156 analyzed words across 2 articles, generating a BS Score of 1.9% and a BS Rank of ⁠33% (14,529 of 21,552 topics). This Participatory Budgeting is better (less manipulative) than 67.40% of the peer group.

Participatory Budgeting

Topic ranking list

Percentile	Topic	BS Score
⁠0%	4-H Schedule	1%
⁠0%	4 H Schedule	1%
⁠0%	Musician Biographies	1%
⁠0%	Cleveland Politics	1%
⁠0%	Summer Traditions	1%
⁠33%	Participatory Budgeting (selected)	2%
⁠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: 6,156

Article count: 2

Authors

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Attribute Prevalence (Top 48)

Participatory Budgeting attribute prevalence percentages (biases/fallacies), sorted highest to lowest.

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Participatory Budgeting vs sitewide

Participatory Budgeting attribute percentages, with an overlaid sitewide baseline for those same attributes.

Analyzed articles and videos

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It's not too late to submit your idea for $2 million in Boston spending⁠^11%

Boston.com⁠^33%By Morgan Rousseau⁠^20%8/2/2026, 5:17:17 AM

Mamdani-Style Mayors Should Study Peru’s Democracy Experiment⁠^48%

Jacobin⁠^75%By Jared Abbott⁠^59% Stephanie McNulty⁠^59%7/31/2026, 2:34:28 AM