Semafor84%
Ghana’s illegal gold mining poses security risk 86%
By Alexander Onukwue98%
7/24/2026, 6:08:27 AM
BS Summary: This article contains 17 faulty reasoning types, including Appeal to Authority, Biased Writer Voice, and Unattributed Quote, with Negativity Bias as the most egregious example at 62.4% saturation with 93 hits. Analysis detected 572 faulty-reasoning hits from 149 analyzed words, generating a BS Score of 78.5% and a BS Rank of 86% (3,062 of 21,887 articles). This article is worse (more manipulative) than 86.00% of the article peer group.
Ghana’s booming illegal gold mining sector poses a national security threat that risks opening the country up to terrorist activity, a new analysis warned.
Revenue generated by small-scale gold mining in Ghana topped $11 billion last year, compared to $9 billion for large-scale mining.
Backed largely by criminal networks and illicit money channels, galamsey — as illegal gold mining is known in Ghana — has evolved beyond a challenge of lost tax revenue “into a security and governance problem,” the Africa Center for Strategic Studies warned.
The Washington-based think tank said Ghana must “strengthen financial intelligence, border coordination, and regional information-sharing mechanisms.”
Much of the revenue from illegal gold mining operations is smuggled out of the country instead of reaching government coffers.
This week, Accra signed an agreement with the World Gold Council to work towards increased formalization of the artisanal sector.
Confirmation Bias
28.2%Confirmation Bias
OverallThis article
28.2%AuthorAlexander Onukwue
9.4%PublicationSemafor
4.7%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Anchoring Bias
13.4%Anchoring Bias
OverallThis article
13.4%AuthorAlexander Onukwue
4.5%PublicationSemafor
1.6%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Availability Heuristic
13.4%Availability Heuristic
OverallThis article
13.4%AuthorAlexander Onukwue
4.5%PublicationSemafor
5.5%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Representativeness Heuristic
13.4%Representativeness Heuristic
OverallThis article
13.4%AuthorAlexander Onukwue
4.5%PublicationSemafor
1.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Hindsight Bias
0%Hindsight Bias
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
1.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Overconfidence Bias
0%Overconfidence Bias
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
2.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Framing Effect
15.4%Framing Effect
OverallThis article
15.4%AuthorAlexander Onukwue
30.9%PublicationSemafor
15.9%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Loss Aversion
0%Loss Aversion
OverallThis article
0%AuthorAlexander Onukwue
4.5%PublicationSemafor
0.8%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Status Quo Bias
10.7%Status Quo Bias
OverallThis article
10.7%AuthorAlexander Onukwue
3.6%PublicationSemafor
0.8%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Sunk Cost Effect
0%Sunk Cost Effect
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0.5%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Optimism Bias
13.4%Optimism Bias
OverallThis article
13.4%AuthorAlexander Onukwue
8.9%PublicationSemafor
4.9%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Pessimism Bias
16.1%Pessimism Bias
OverallThis article
16.1%AuthorAlexander Onukwue
5.4%PublicationSemafor
4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Negativity Bias
62.4%Negativity Bias
OverallThis article
62.4%AuthorAlexander Onukwue
34.7%PublicationSemafor
12.8%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Self-Serving Bias
0%Self-Serving Bias
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
1.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Fundamental Attribution Error
0%Fundamental Attribution Error
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0.9%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Actor-Observer Bias
0%Actor-Observer Bias
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
In-Group Bias
0%In-Group Bias
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
1.6%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Out-Group Homogeneity Bias
0%Out-Group Homogeneity Bias
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0.9%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Halo Effect
0%Halo Effect
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
2.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Horn Effect
0%Horn Effect
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Dunning-Kruger Effect
0%Dunning-Kruger Effect
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Recency Bias
0%Recency Bias
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
3.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Primacy Effect
0%Primacy Effect
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0.7%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Blind-Spot Bias
0%Blind-Spot Bias
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Ad Hominem
0%Ad Hominem
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0.5%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Straw Man
0%Straw Man
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Appeal to Authority
44.3%Appeal to Authority
OverallThis article
44.3%AuthorAlexander Onukwue
42.5%PublicationSemafor
7%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
False Dilemma
0%False Dilemma
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
2.5%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Slippery Slope
0%Slippery Slope
OverallThis article
0%AuthorAlexander Onukwue
5.4%PublicationSemafor
2.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Circular Reasoning
0%Circular Reasoning
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Hasty Generalization
13.4%Hasty Generalization
OverallThis article
13.4%AuthorAlexander Onukwue
19.2%PublicationSemafor
8.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Red Herring
0%Red Herring
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Bandwagon
0%Bandwagon
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
1.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Appeal to Emotion
4.7%Appeal to Emotion
OverallThis article
4.7%AuthorAlexander Onukwue
6.9%PublicationSemafor
6.3%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Begging the Question
28.2%Begging the Question
OverallThis article
28.2%AuthorAlexander Onukwue
9.4%PublicationSemafor
1.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Post Hoc (False Cause)
0%Post Hoc (False Cause)
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
4.9%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Tu Quoque
0%Tu Quoque
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Burden of Proof
0%Burden of Proof
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Appeal to Nature
0%Appeal to Nature
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Composition/Division
0%Composition/Division
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0.6%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Anecdotal
0%Anecdotal
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
No True Scotsman
0%No True Scotsman
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Ambiguity (Equivocation)
0%Ambiguity (Equivocation)
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
2.6%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Gambler’s Fallacy
0%Gambler’s Fallacy
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Middle Ground
0%Middle Ground
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Personal Incredulity
0%Personal Incredulity
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Special Pleading
0%Special Pleading
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0.2%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Genetic Fallacy
0%Genetic Fallacy
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Unattributed Quote
29.5%Unattributed Quote
OverallThis article
29.5%AuthorAlexander Onukwue
9.8%PublicationSemafor
5.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Quote-first Misdirection
16.1%Quote-first Misdirection
OverallThis article
16.1%AuthorAlexander Onukwue
5.4%PublicationSemafor
3.9%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Biased Writer Voice
32.9%Biased Writer Voice
OverallThis article
32.9%AuthorAlexander Onukwue
11%PublicationSemafor
9.4%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Indoctrination
28.2%Indoctrination
OverallThis article
28.2%AuthorAlexander Onukwue
13%PublicationSemafor
1.7%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Politically Left Leaning Bias
0%Politically Left Leaning Bias
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
1.1%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Politically Right Leaning Bias
0%Politically Right Leaning Bias
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0.7%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
Attempt to Sell a Product or Service
0%Attempt to Sell a Product or Service
OverallThis article
0%AuthorAlexander Onukwue
0%PublicationSemafor
0.8%Bar shows this article. Yellow and cyan markers show the selected author and publication averages.
149 words analyzed.
Analysis
Hover over highlighted words in the article to view the associated bias or fallacy analysis.