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What Yankee Candle reviews can tell us about COVID


Over the course of the pandemic, people began noticing something weird happening in the reviews section for Yankee Candles on Amazon. It seemed like whenever there was a spike in COVID cases, there was also an influx of reviews complaining about scentless candles, perhaps because COVID had wiped out some people's sense of smell.


Nick Beauchamp of Northeastern University had studied how social media could predict COVID prevalence. So when he got wind of the Yankee Candle phenomenon, he knew just how to proceed.

NICK BEAUCHAMP: I just thought, well, it's easy enough to do. Maybe I'll just try scraping some Amazon reviews and see what the actual trends are.

CHANG: The results of his analysis were clear. When COVID cases surged, there was a corresponding rise in negative candle reviews, even after controlling for seasonality. And he found similar trends for perfume reviews, suggesting it wasn't a Yankee Candle-specific phenomenon.

PFEIFFER: Beauchamp says data points like online reviews can be a useful supplement to more traditional measurements of COVID prevalence, like case counts.

BEAUCHAMP: Those of us who sort of still care about and worry about the pandemic and don't think that it's over are grasping around for other sources of data that can be used to track, you know, new waves and that sort of thing.

PFEIFFER: That's especially true as COVID testing and reporting have changed. Infectious disease doctor Abraar Karan of Stanford University points out that case counts may not present as clear a picture as they used to.

ABRAAR KARAN: A lot of testing got decentralized such that people were testing at home, and so we weren't able to get a good grasp of how many people were actually testing positive. After a certain point, because a number of people tested at home and then they isolated, that data didn't get reported to public health departments.

CHANG: So are Yankee Candle reviews the new COVID metric?

BEAUCHAMP: These kind of things are used in public health, you know, more for research. But at this point in COVID, I don't think candle reviews are going to change kind of our public health strategy.

CHANG: In the meantime, feel free to enjoy those seasonal fall scents, like Spooky Spider Cider. But if you don't smell anything, maybe grab a COVID test before leaving a review. Transcript provided by NPR, Copyright NPR.

NPR transcripts are created on a rush deadline by an NPR contractor. This text may not be in its final form and may be updated or revised in the future. Accuracy and availability may vary. The authoritative record of NPR’s programming is the audio record.

Manuela López Restrepo
Manuela López Restrepo is a producer and writer at All Things Considered. She's been at NPR since graduating from The University of Maryland, and has worked at shows like Morning Edition and It's Been A Minute. She lives in Brooklyn with her cat Martin.
Christopher Intagliata
Christopher Intagliata is an editor at All Things Considered, where he writes news and edits interviews with politicians, musicians, restaurant owners, scientists and many of the other voices heard on the air.
Ailsa Chang is an award-winning journalist who hosts All Things Considered along with Ari Shapiro, Audie Cornish, and Mary Louise Kelly. She landed in public radio after practicing law for a few years.
Sacha Pfeiffer is a correspondent for NPR's Investigations team and an occasional guest host for some of NPR's national shows.