DataWatch: Wisconsin air pollution reaches record highs as wildfire smoke engulfs the state 71%

By Hongyu Liu0% Wisconsin Watch15%

7/17/2026, 4:16:56 PM

BS Summary: This article contains 18 faulty reasoning types, including Appeal to Authority, Post Hoc (False Cause), and Ambiguity (Equivocation), with Negativity Bias as the most egregious example at 30.2% saturation with 106 hits. Analysis detected 682 faulty-reasoning hits from 351 analyzed words, generating a BS Score of 64% and a BS Rank of 71% (5,109 of 17,193 articles). This article is worse (more manipulative) than 70.30% of the article peer group.

Reading Time: minute 
Wisconsinites breathed record-breaking levels of air pollution Thursday as wildfire smoke from northern Minnesota and Canada wafted across much of the Great Lakes region and the Northeast. 
Many monitoring stations across the state recorded pollution considered hazardous for the first time in at least 16 years  the span covered by most monitoring stations’ records. 
As of 8 a.m. on Friday, Air Quality Index, or AQI, levels in Madison had peaked above 450  far above the AQI’s 301 threshold for “hazardous” air quality, where everyone  not just sensitive groups  should take precautions to avoid breathing dangerous air. 
Milwaukee’s AQI reached 644 earlier on Thursday  more than twice the hazardous threshold. 
Air quality deteriorated even further in northwestern Wisconsin, with the index reaching 967 along the Minnesota border earlier in the day. 
Many Wisconsin communities, including Milwaukee, Waukesha, Odanah and Appleton, were still observing AQI over the 301 threshold Friday morning. 
The index categories typically run only from zero to 500. 
Thursday’s pollution surpassed levels once considered unprecedented. 
Before Canadian wildfire smoke pushed the AQI to record highs across Wisconsin in July 2023, cities including Madison, Milwaukee and Waukesha had not recorded an AQI above 200 since at least 2010, according to a Wisconsin Watch analysis of historical AQI data. 
But wildfire smoke has elevated air pollution in Wisconsin each summer since 2023. 
Major cities have periodically recorded higher AQI readings around July, though Thursday’s levels were the first to surpass those recorded in 2023. 
“This is a hazardous air quality episode that we have not experienced before,” Craig Czarnecki, air management outreach coordinator for the Wisconsin Department of Natural Resources, said in an email. 
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DataWatch: Wisconsin air pollution reaches record highs as wildfire smoke engulfs the state is a post from Wisconsin Watch , a non-profit investigative news site covering Wisconsin since 2009. 
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Confirmation Bias
0%
Anchoring Bias
12%
Availability Heuristic
9.7%
Representativeness Heuristic
5.4%
Hindsight Bias
6.3%
Overconfidence Bias
0%
Framing Effect
12.8%
Loss Aversion
2.6%
Status Quo Bias
0%
Sunk Cost Effect
0%
Optimism Bias
0%
Pessimism Bias
0%
Negativity Bias
30.2%
Self-Serving Bias
0%
Fundamental Attribution Error
8%
Actor-Observer Bias
0%
In-Group Bias
0%
Out-Group Homogeneity Bias
0%
Halo Effect
10.3%
Horn Effect
0%
Dunning-Kruger Effect
0%
Recency Bias
9.7%
Primacy Effect
0%
Blind-Spot Bias
0%
Ad Hominem
0%
Straw Man
0%
Appeal to Authority
20.5%
False Dilemma
0%
Slippery Slope
0%
Circular Reasoning
0%
Hasty Generalization
0%
Red Herring
0%
Bandwagon
0%
Appeal to Emotion
2%
Begging the Question
0%
Post Hoc (False Cause)
15.7%
Tu Quoque
0%
Burden of Proof
0%
Appeal to Nature
0%
Composition/Division
0%
Anecdotal
0%
No True Scotsman
0%
Ambiguity (Equivocation)
14.8%
Gambler’s Fallacy
0%
Middle Ground
0%
Personal Incredulity
0%
Special Pleading
0%
Genetic Fallacy
0%
Unattributed Quote
8.5%
Quote-first Misdirection
8.5%
Biased Writer Voice
11.4%
Indoctrination
0%
Politically Left Leaning Bias
0%
Politically Right Leaning Bias
0%
Attempt to Sell a Product or Service
6%

351 words analyzed.

Analysis

Hover over highlighted words in the article to view the associated bias or fallacy analysis.