Keyword summary
67%46 analyzed articles/videos32,983 analyzed words
BS Summary: These Campaign Finance results contain 53 faulty reasoning types, including Framing Effect, Biased Writer Voice, and Appeal to Emotion, with Negativity Bias as the most egregious example at 10.4% saturation with 17,002 hits. Analysis detected 140,855 faulty-reasoning hits from 164,013 analyzed words across 46 articles, generating a BS Score of 1.6% and a BS Rank of 12% (30,489 of 34,426 keywords). This Campaign Finance is better (less manipulative) than 88.60% of the peer group.
Campaign Finance

Ranking context

Position among analyzed keywords

11% percentile
025507510011.4% percentile
1.6% BS Score46 analyzed articles164K 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 8.8%8.8%Appeal to EmotionSitewide 15.9%Keyword 4.8%4.8%Negativity BiasSitewide 19.2%Keyword 10.4%10.4%Appeal to AuthoritySitewide 11.1%Keyword 2.5%2.5%Availability HeuristicSitewide 9.1%Keyword 2.5%2.5%Halo EffectSitewide 6.7%Keyword 1.2%1.2%Confirmation BiasSitewide 7.5%Keyword 2.5%2.5%In-Group BiasSitewide 6.9%Keyword 2.0%2.0%Optimism BiasSitewide 6.0%Keyword 1.3%1.3%AnecdotalSitewide 5.2%Keyword 1.5%1.5%

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 8.8%, sitewide 26.9%Negativity Bias: Keyword 10.4%, sitewide 19.2%Appeal to Emotion: Keyword 4.8%, sitewide 15.9%Appeal to Authority: Keyword 2.5%, sitewide 11.1%Availability Heuristic: Keyword 2.5%, sitewide 9.1%Hasty Generalization: Keyword 4.5%, sitewide 8.1%Biased Writer Voice: Keyword 7.9%, sitewide 5.3%Confirmation Bias: Keyword 2.5%, sitewide 7.5%In-Group Bias: Keyword 2.0%, sitewide 6.9%Halo Effect: Keyword 1.2%, sitewide 6.7%Optimism Bias: Keyword 1.3%, sitewide 6.0%Anecdotal: Keyword 1.5%, sitewide 5.2%Overconfidence Bias: Keyword 0.9%, sitewide 4.6%Anchoring Bias: Keyword 1.0%, sitewide 4.0%Self-Serving Bias: Keyword 2.1%, sitewide 3.7%Post Hoc (False Cause): Keyword 2.2%, sitewide 3.3%Out-Group Homogeneity Bias: Keyword 0.7%, sitewide 3.1%Politically Left Leaning Bias: Keyword 3.1%, sitewide 2.0%Fundamental Attribution Error: Keyword 0.9%, sitewide 2.7%Recency Bias: Keyword 1.3%, sitewide 2.7%Loss Aversion: Keyword 0.4%, sitewide 2.5%Ad Hominem: Keyword 2.4%, sitewide 2.2%Bandwagon: Keyword 0.6%, sitewide 2.2%Status Quo Bias: Keyword 0.7%, sitewide 2.2%Framing EffectSitewide rateKeyword rate

Analyzed articles and videos

Michigan GOP leader's 'extravagant partying' on yachts and jets on campaign dime exposed79%
Raw Story93%By Matthew Chapman85%7/22/2026, 1:01:49 AM
Fact check: Is John James backed by data center developers?49%
Bridge Michigan49%By Simon D. Schuster0%7/21/2026, 9:11:08 PM
Justice Department Secretly Investigating Republican Congressman88%
The New Republic71%By Hafiz Rashid69%7/21/2026, 9:03:31 PM
Xavier Monroe raises $4K in a week in low-spending HD 21 contest45%
Florida Politics77%By Fabrizio Gowdy74%7/20/2026, 10:46:17 PM
Cori Bush Puts Embattled Husband Back on Campaign Payroll, Despite Biden-Era Criminal Probe, as Far-Left ‘Squad’ Member Seeks To Win Back Her House Seat72%
Washington Free Beacon88%By Chuck Ross91%7/20/2026, 9:10:15 PM
For Shorter Ballots, Mayor Wants to Change How Some Measures Qualify36%
San Francisco Public Press53%By Lylah Schmedel-Permanna14%7/20/2026, 8:04:33 PM
What does it cost to break into the Vermont Senate? In Chittenden County, campaign funds reach new heights.37%
VTDigger18%By Theo Wells-Spackman67%7/17/2026, 9:37:18 PM
Wisconsin Lt. Gov. Sara Rodriguez quits Democratic governor’s race over campaign finance problems55%
Wisconsin Watch5%By Associated Press60%7/17/2026, 7:14:40 PM
Abdul El-Sayed's Father-in-Law Gives Another $100K to Top El-Sayed Super PAC, Bringing Total Contributions to $300K80%
The Washington Free Beacon88%By Alana Goodman66%7/17/2026, 7:00:18 PM
Two-Thirds of Shri Thanedar’s Campaign Cash Came Through AIPAC as He Lost Over $600K72%
The Intercept81%By Akela Lacy75%7/17/2026, 4:31:20 PM