antiBSmachine - Instagram Topic Analysis

Topic summary

⁠0%6 analyzed articles/videos4,218 analyzed words

BS Summary: These Instagram results contain 46 faulty reasoning types, including Anecdotal, Unattributed Quote, and Biased Writer Voice, with Negativity Bias as the most egregious example at 10.3% saturation with 1,728 hits. Analysis detected 14,866 faulty-reasoning hits from 16,734 analyzed words across 6 articles, generating a BS Score of 1.9% and a BS Rank of ⁠20% (10,463 of 13,018 topics). This Instagram is better (less manipulative) than 80.40% of the peer group.

Instagram

Topic ranking list

Percentile	Topic	BS Score
⁠0%	Holocaust	1%
⁠0%	Self-Driving Cars	1%
⁠0%	Self Driving Cars	1%
⁠0%	Oakland Culture	1%
⁠0%	Dive Bars	1%
⁠20%	Instagram (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: 16,734

Article count: 6

Authors

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Attribute Prevalence (Top 48)

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

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Instagram vs sitewide

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

Analyzed articles and videos

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Shawn Mendes' girlfriend Bruna Marquezine shocks fans with alarmingly thin frame⁠^37%

Daily Mail⁠^57%By J. Peterson⁠^0%5/27/2026, 9:24:43 PM

Beartooth frontman Caleb Shomo comes out as 'proudly gay man' while his wife of 13 years breaks her silence⁠^4%

Daily Mail⁠^57%By Sharon Mai⁠^40%5/24/2026, 6:35:26 AM

Anne Hathaway, 43, addresses facelift speculation after baffling fans with her new look

Daily Mail⁠^57%By Caroline Peacock⁠^0%5/22/2026, 7:44:21 AM

Kendall Jenner fuels Jacob Elordi dating rumors as they're 'spotted TOGETHER in Hawaii'… after her sister Kylie 'set them up'⁠^86%

Daily Mail⁠^57%By Jackie Lindenberg⁠^0%5/16/2026, 6:09:52 AM

Farrah Abraham's horrifying hair extensions exposed by disgruntled stylist as fans compare her mangled mane to a rat's nest⁠^65%

Daily Mail Online⁠^78%By J. Peterson⁠^0%4/14/2026, 9:15:01 PM

January Jones, 47, shows off her dramatic transformation in a fun satin co-ord after she shared her struggles with neurological disorder⁠^27%

Daily Mail Online⁠^78%By Laura Fox⁠^0%3/31/2026, 8:35:03 AM

Top Instagram reels from Goats and Soda in 2025: Plumpy'Nut, aid cuts, soccer grannies⁠^0%

STLPR⁠^0%By Marc Silver⁠^0% Ben de la Cruz⁠^0%12/26/2025, 3:37:29 PM