Twitter Data Shows Partisan Split on Worsening Pollen Season

University of Michigan

Despite this gap, however, there are opportunities to communicate the real-world impacts of climate change, the research team says

A set of 50 graphs arranged in the shape of the U.S. map, each showing two lines: the count of pollen tweets in a given state compared to its pollen concentration. For a majority of the states, the two lines overlap quite well.
Tweet counts about pollen largely mirrored pollen concentration as determined by pollen counters around the U.S., showing people are good "social sensors" of pollen levels. Image credit: Y. Song et al. PNAS Nexus. 2025 (DOI: 10.1093/pnasnexus/pgaf386) Used under a CC-BY-NC license.

Study: Political ideology and scientific communication shape human perceptions of pollen seasons (DOI: 10.1093/pnasnexus/pgaf386)

Two things are clear from a University of Michigan analysis of nearly 200,000 Twitter posts between 2012 and 2022.

One, people are really good at identifying peak pollen season: The largest volume of tweets about pollen often lined up with pollen counters hitting their biggest numbers. And two, liberal users on Twitter were more likely than conservatives to ascribe shifting pollen seasons over the years to climate change.

Yiluan Song
Yiluan Song

"There is a partisan gap in how we perceive the pollen seasons that are very relevant to our day-to-day life and even our health," said Yiluan Song, the lead author of the new report in the journal PNAS Nexus. Song is a postdoctoral fellow in the Michigan Institute for Data and AI in Society, or MIDAS, and the School for Environment and Sustainability, or SEAS.

While the team understands that the divide itself might be what people latch onto most in today's political climate, it is the second part of Song's statement that has the researchers' focus. People have an intimate relationship with pollen that's different from other climate change impacts, they said, such as the increasing average global temperature.

Kai Zhu
Kai Zhu

"We already know that people's political beliefs shape how they think about climate change-that's been shown in many studies. But what's new here is that more and more people are struggling with pollen allergies," said Kai Zhu, a senior author of the new study and an associate professor at SEAS.

"When people feel the impact of pollen in their own lives-sneezing more or cleaning pollen off their cars-it becomes personal. That experience can help connect the dots to climate change, which can feel abstract or distant. Instead of talking about a degree or two of global warming, we can focus on things people face directly in their daily lives."

The new study was supported, in part, by funding from the U.S. National Science Foundation. The study's other U-M authors included Nathan Fox, an AI scientist with MIDAS; Derek Van Berkel, an associate professor at SEAS; and Arun Agrawal, an emeritus professor at SEAS. Adam Millard-Ball, a professor at the University of California, Los Angeles, was another key contributor.

People remember pollen

A series of three charts that show the density of user ideology along the y-axis and ideology scores along the x-axis, which range from liberal on the left to conservative on the right. The first chart shows the percentage of users discussing pollen phenology, with conservatives making up 55% of tweets and liberals accounting for 45%. The second graph shows the percentage attributing pollen changes to temperature changes and, here, conservatives register 56% compared with liberals at 44%. Those numbers flip in the third graph, showing the percentage of users attributing pollen season changes to climate change.
While conservative users were more likely to discuss pollen and attribute changes in pollen to temperature changes than liberal users, liberal users were more likely to attribute pollen season changes to climate change. Image credit: Y. Song et al. PNAS Nexus. 2025 (DOI: 10.1093/pnasnexus/pgaf386) Used under a CC-BY-NC license.

As the planet warms due to climate change, pollen seasons around the country are starting earlier and lasting longer. That means not only more sneezes, runny noses and watery eyes for people with seasonal allergies, but also heightened risks for more serious reactions that can result in hospitalizations. A recent U-M study even linked high pollen counts to increased suicide risks.

Beyond the health concerns, people also express frustration over needing to spend more time and money cleaning their cars, patio furniture and other belongings thanks to more intense pollen seasons. In fact, Song said, folks who tweeted about increased pollen were often doing so in this context. And, whether or not they made the connection to climate change, a lot of people were tweeting about pollen every year. This annual nature of pollen season is another helpful feature on the communication front, she said.

For its study, the researchers analyzed a dataset containing more than 190,000 tweets posted between 2012 and 2022 within the United States (Twitter rebranded as X in 2023, when it also made changes in the availability of its data). The team first compared the count of pollen-related posts to pollen concentration data and found that tweet volume correlated with pollen counts. That is, people are reliable "social sensors" of pollen, Zhu said.

"We found that social media is surprisingly accurate at reflecting what's really happening with pollen levels around the country," he said. "People posting about pollen closely matched actual pollen counts."

"Temperature changes day to day and it can be hard to remember exactly when a really warm day was," Song said. "But we have deep memories for annual events. For example, Atlanta had record-breaking pollen peaks this year, as well as in 2012 and people remember that."

A series of three graphs shows who is generating tweets and who is viewing them. In the first graph, media, scientific experts and other organizations generate 26% of the pollen discussion and receive less than 10%. Other individuals, on the other hand, are generating 74% and receiving 92%. Those shifts in the second graph show attributions to temperature change. Media and individuals are roughly equal in generation at just over 40% apiece, but individuals dominate the reception at 76%. Further shifts are seen in the third graph showing attribution to climate change, where media leads at 46%, while scientific experts at 20% are comparable to individuals at 23%. The reception share of individuals also drops to 64%, with experts jumping up to 16% from 2-3% in the other graphs.
While individuals who don't identify as media or scientific experts largely drive the discussion around pollen, it's those two groups that dominate in attributing the cause of pollen season shifts to climate change. This shows that there's an opportunity to promote more "bottom-up" generation of climate knowledge by finding new ways to engage with individuals, University of Michigan researchers said. Image credit: Y. Song et al. PNAS Nexus. 2025 (DOI: 10.1093/pnasnexus/pgaf386) Used under a CC-BY-NC license.

The team next analyzed the content of sampled posts and scored users on a liberal to conservative gradient based on the accounts they follow. The team found that conservative users were more likely to talk about pollen and attribute it to changes in temperatures, while liberal users were more likely to go a step further and attribute it to climate change.

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