Topic summary
70%65 analyzed articles/videos38,658 analyzed words
BS Summary: These Social Media results contain 54 faulty reasoning types, including Biased Writer Voice, Hasty Generalization, and Framing Effect, with Negativity Bias as the most egregious example at 10% saturation with 18,894 hits. Analysis detected 190,859 faulty-reasoning hits from 188,930 analyzed words across 65 articles, generating a BS Score of 1.9% and a BS Rank of 19% (12,534 of 15,327 topics). This Social Media is better (less manipulative) than 81.80% of the peer group.

Ranking context

Position among analyzed topics

18% percentile
025507510018.2% percentile
1.9% BS Score65 analyzed articles188.9K analyzed words

Reasoning profile

Selected profile versus the sitewide rate

TopicSitewideShared scale 0–50%
0.0%10%20%30%40%50%Framing EffectSitewide 26.9%Topic 6.7%6.7%Appeal to EmotionSitewide 15.9%Topic 4.8%4.8%Negativity BiasSitewide 19.2%Topic 10.0%10.0%Appeal to AuthoritySitewide 11.1%Topic 3.3%3.3%Halo EffectSitewide 6.7%Topic 1.6%1.6%In-Group BiasSitewide 6.9%Topic 1.8%1.8%Availability HeuristicSitewide 9.1%Topic 4.4%4.4%Anchoring BiasSitewide 4.0%Topic 0.7%0.7%Biased Writer VoiceSitewide 5.3%Topic 8.7%8.7%Optimism BiasSitewide 6.0%Topic 2.6%2.6%

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: Topic 6.7%, sitewide 26.9%Negativity Bias: Topic 10.0%, sitewide 19.2%Appeal to Emotion: Topic 4.8%, sitewide 15.9%Appeal to Authority: Topic 3.3%, sitewide 11.1%Availability Heuristic: Topic 4.4%, sitewide 9.1%Biased Writer Voice: Topic 8.7%, sitewide 5.3%Hasty Generalization: Topic 7.6%, sitewide 8.1%Confirmation Bias: Topic 4.8%, sitewide 7.5%In-Group Bias: Topic 1.8%, sitewide 6.9%Halo Effect: Topic 1.6%, sitewide 6.7%Optimism Bias: Topic 2.6%, sitewide 6.0%Anecdotal: Topic 4.5%, sitewide 5.2%Overconfidence Bias: Topic 2.2%, sitewide 4.6%Anchoring Bias: Topic 0.7%, sitewide 4.0%Self-Serving Bias: Topic 2.5%, sitewide 3.7%Post Hoc (False Cause): Topic 3.5%, sitewide 3.3%Out-Group Homogeneity Bias: Topic 1.1%, sitewide 3.1%Fundamental Attribution Error: Topic 1.6%, sitewide 2.7%Recency Bias: Topic 1.1%, sitewide 2.7%Unattributed Quote: Topic 2.5%, sitewide 1.1%Loss Aversion: Topic 0.3%, sitewide 2.5%Indoctrination: Topic 2.5%, sitewide 0.0%Bandwagon: Topic 1.5%, sitewide 2.2%Status Quo Bias: Topic 0.6%, sitewide 2.2%Framing EffectSitewide rateTopic rate

Analyzed articles and videos

Reddit Praises California Foster Parent Who Spent 25 Years Caring for Terminally Ill Children: ‘A Hero Without a Cape’76%
The Daily Dot55%By Haley48%7/22/2026, 11:01:00 PM
Trump Cabinet joins TikTok after DOJ clears platform for federal use: 'Majority-owned by American investors'40%
Fox Business91%7/22/2026, 12:29:55 AM
How a Philly band’s viral kickball commentating is helping them build a following9%
Billy Penn at WHYY4%By Nick Kariuki27%7/21/2026, 6:51:38 PM
France passes bill to ban social media for children under 1553%
The Japan Times65%By No Author44%7/21/2026, 3:57:00 PM
Can't Ban Parent from School Property for "Mean and Demeaning Posts" About "Opposing Student Athletes"20%
Reason.com38%By Eugene Volokh6%7/21/2026, 12:01:17 PM
Elite Young Runners Are Becoming Freakishly Fast. Welcome to ‘Trackflation’22%
WIRED13%By Brendan I. Koerner22%7/20/2026, 10:00:00 AM
Why AI and TikTok could make the youth mental health crisis even worse | Expert Opinion73%
Inquirer.com17%By Richard Chung0%7/20/2026, 9:01:00 AM
Tate brothers arrested by U.S. authorities, face additional rape charges in the U.K.24%
NBC News32%By Dennis Romero0%7/19/2026, 12:28:45 AM
Social media influencers Andrew and Tristian Tate arrested in Miami, US Marshals service tells AP17%
WTOP News31%By The Associated Press65%7/18/2026, 7:24:23 PM
Trump Media reportedly mulling fee for first access to social media posts62%
Al Jazeera57%By Al Jazeera Staff54%7/18/2026, 12:32:34 AM