Keyword summary
32%11 analyzed articles/videos9,309 analyzed words
BS Summary: These Linux results contain 53 faulty reasoning types, including Hasty Generalization, Overconfidence Bias, and Negativity Bias, with Biased Writer Voice as the most egregious example at 9.8% saturation with 3,626 hits. Analysis detected 31,814 faulty-reasoning hits from 37,016 analyzed words across 11 articles, generating a BS Score of 1.6% and a BS Rank of 12% (33,130 of 37,536 keywords). This Linux is better (less manipulative) than 88.30% of the peer group.
Linux
Keyword ranking list
PercentileKeywordBS Score
0%Lieutenant Governor1%
0%Agriculture Commissioner1%
0%Texas Supreme Court1%
0%Tropic Care Of Florida1%
0%Running Back1%
12%Linux (selected)2%
100%Rad Power Bikes60%
100%Mike Lewis60%
100%Joni Balter60%
100%Lawrence O'donnell69%
100%Bondi Beach Shooting70%
Keyword details

Ranking context

Position among analyzed keywords

12% percentile
025507510011.7% percentile
1.6% BS Score11 analyzed articles37K 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 3.9%3.9%Negativity BiasSitewide 19.2%Keyword 4.7%4.7%Appeal to EmotionSitewide 15.9%Keyword 3.2%3.2%Appeal to AuthoritySitewide 11.1%Keyword 3.1%3.1%Availability HeuristicSitewide 9.1%Keyword 2.8%2.8%Confirmation BiasSitewide 7.5%Keyword 1.6%1.6%In-Group BiasSitewide 6.9%Keyword 2.3%2.3%Biased Writer VoiceSitewide 5.3%Keyword 9.8%9.8%Halo EffectSitewide 6.7%Keyword 2.9%2.9%IndoctrinationSitewide 0.0%Keyword 3.5%3.5%

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 3.9%, sitewide 26.9%Negativity Bias: Keyword 4.7%, sitewide 19.2%Appeal to Emotion: Keyword 3.2%, sitewide 15.9%Appeal to Authority: Keyword 3.1%, sitewide 11.1%Biased Writer Voice: Keyword 9.8%, sitewide 5.3%Availability Heuristic: Keyword 2.8%, sitewide 9.1%Hasty Generalization: Keyword 7.3%, sitewide 8.1%Confirmation Bias: Keyword 1.6%, sitewide 7.5%In-Group Bias: Keyword 2.3%, sitewide 6.9%Halo Effect: Keyword 2.9%, sitewide 6.7%Optimism Bias: Keyword 2.7%, sitewide 6.0%Anecdotal: Keyword 2.8%, sitewide 5.2%Overconfidence Bias: Keyword 5.0%, sitewide 4.6%Anchoring Bias: Keyword 0.8%, sitewide 4.0%Self-Serving Bias: Keyword 1.1%, sitewide 3.7%Indoctrination: Keyword 3.5%, sitewide 0.0%Post Hoc (False Cause): Keyword 1.4%, sitewide 3.3%Out-Group Homogeneity Bias: Keyword 0.2%, sitewide 3.1%Fundamental Attribution Error: Keyword 0.5%, sitewide 2.7%Recency Bias: Keyword 2.5%, sitewide 2.7%False Dilemma: Keyword 2.5%, sitewide 1.5%Loss Aversion: Keyword 0.4%, sitewide 2.5%Bandwagon: Keyword 1.4%, sitewide 2.2%Status Quo Bias: Keyword 0.7%, sitewide 2.2%Framing EffectSitewide rateKeyword rate

Analyzed articles and videos

Anti-AI open source has an enemy in common, but almost nothing else37%
The Register38%7/25/2026, 3:17:00 AM
New to Linux? This 10-day checklist will help you settle in nice and easy19%
ZDNET58%By Jack Wallen46%7/22/2026, 2:00:41 PM
Ubuntu snap-confine Flaw Could Give Local Users Root on Default Desktop Installs51%
The Hacker News17%By Ravie Lakshmanan12%7/22/2026, 11:07:00 AM
Ireland stalls €1B Microsoft tender amid digital sovereignty questions52%
The Register38%7/22/2026, 5:15:00 AM
Torvalds challenged the haters to fork Linux. Someone said 'hold my beer'63%
The Register38%7/17/2026, 7:02:00 AM
Linus Torvalds rebukes anti-AI stances in the Linux kernel code review process, says 'Linux is not one of those anti-AI projects' — creator embraces AI as just a tool and 'clearly a useful one'91%
Tom's Hardware50%By Bruno Ferreira85%7/16/2026, 9:59:13 AM
"The solution is not to put your head in the sand," says Linux creator Linus Torvalds as he puts his foot firmly down against anti-AI comments62%
Windows Central67%By Richard Devine67%7/16/2026, 6:02:22 AM
I tested COSMIC's new Frosted Glass effect, and it's way better than MacOS' Liquid Glass64%
ZDNET58%By Jack Wallen46%7/13/2026, 1:59:08 PM
16-Year-Old Linux KVM Flaw Lets Guest VMs Escape to Host on Intel and AMD x86 Systems15%
The Hacker News17%By Swati Khandelwal11%7/6/2026, 10:37:00 AM
C programmers commit fresh crimes against readability10%
The Register38%By Liam Proven0%7/5/2026, 5:00:00 AM