The Journal of Quirky Microbiome Studies (2024) 61, 58-64

Available online at www.tylervigen.com

ELSERVER

Probiotics and Problems: The Yogurt-Google 'I Can't
Even' Correlation
Catherine Hernandez, Amelia Thomas, Grace P Turnbull
Advanced Research Consortium; Madison, Wisconsin

Abstract
The consumption of yogurt has long been associated with digestive health and overall well-being.
However, the impact of yogurt intake on public sentiment and expressions of exasperation in the digital
sphere has remained largely unexplored. This study delves into the intriguing relationship between yogurt
consumption and Google searches for 'i cant even', a popular expression denoting overwhelming
frustration or incredulity. Using data from the United States Department of Agriculture (USDA) and Google
Trends, we conducted a comprehensive analysis spanning the years 2004 to 2021 to investigate thepotential link between yogurt consumption and the frequency of 'i cant even' searches. Our findings
revealed a strikingly high correlation coefficient of 0.9392868 (p < 0.01), suggesting a robust association
between these seemingly disparate phenomena. The results of this study offer compelling evidence that aspoonful of yogurt may indeed soothe not only the stomach but also the exasperated soul, as reflected in
the digital realm's vernacular expressions. Our research opens the door to further exploration of themechanisms underlying this unexpected relationship, paving the whey for future investigations at theintersection of dietary habits and internet culture. If our findings curd your interest, it's time to spread theword about the potential power of probiotics in managing digital exasperation.
Copyleft 2024 Advanced Research Consortium. No rights reserved.

1. Introduction
The consumption of yogurt has been toutedfor its potential health benefits, with its
probiotic properties linked to improved gut
health and overall well-being. While theliterature has extensively explored thephysiological effects of yogurt consumption,
its potential impact on human behavior anddigital expression remains an area of limited

investigation. It is in this backdrop that weembark on an exploration of the curious
connection between yogurt consumption
and the frequency of Google searches forthe popular exasperated expression, 'i canteven.'As the saying goes, "You can't run fromprobiotics, but you can-run for probiotics!"
This pun, much like our study, aims to shed

This paper is AI-generated, but the correlation and p-value are real.

More info: tylervigen.com/spurious-researchlight on the lesser-known influence of yogurt
on digital discourse. Our investigation seeks
to uncover whether the consumption of thisdairy product is associated with moments ofincredulity and frustration, as depicted in thevirtual realm through the ubiquitous phrase'i cant even.'
The choice of 'i cant even' as the focus of
our study is not arbitrary. In the age ofdigital communication, linguistic expressions
serve as a barometer of prevailing emotions
and reactions. Thus, understanding thefactors that may influence the frequency ofsuch expressions holds significance inuncovering the subtle yet significant
influences of dietary habits on the digitallandscape.
While our investigation may seem to take alighthearted approach, the underlying
implications are of serious note. Just as abalanced diet contributes to overall wellbeing, understanding the potential links
between dietary choices and digital
expressions may offer valuable insights into
the interplay of physical and emotional
health in the digital age.
With our study, we aim to churn the existing
scholarly notions about the effects of yogurt
consumption and set the stage for a morenuanced understanding of its potential
influence on digital sentiment. As we delve
into this unexplored territory, we invite
readers to savor the unexpected parallels
between a spoonful of yogurt and a
relatablephraseencapsulatingtheexasperation of modern life.

2. Literature Review
Numerous studies have examined thephysiological effects of yogurt consumption.
Smith et al. (2015) observed the impact ofprobiotics on gut microbiota composition,
while Doe and Jones (2018) investigatedthe potential role of yogurt in ameliorating
lactose intolerance symptoms. However, theinfluence of yogurt intake on digital
expressions of exasperation has received
scant attention in the academic literature until now.
In "The Power of Probiotics" and "Yogurt: A
Digestive Delight," researchers delve into
the potential health benefits of yogurt
consumption, but fail to mention its impact
on digital sentiment - a true culture shock,some might say. This oversight prompted
our exploration into the intriguing correlation
between yogurt consumption and thefrequency of Google searches for the
exasperated expression 'i cant even.'
Turning to non-fiction literary works for
insights, "The Microbiome Solution" and"Gut: The Inside Story of Our Body's Most
Underrated Organ" provide valuable
perspectives on the interplay between dietand gut health. Curiously, they remain silent
on the potential influence of yogurt on digital
expressions of frustration.
In the realm of fiction, "The Hitchhiker's
Guide to the Galaxy" and "The Restaurantat the End of the Universe" playfully explore
existential dilemmas and the humanexperience, offering indirect parallels to theexasperated sentiment captured in 'i canteven.' Perhaps a spoonful of yogurt could
have eased the characters' cosmic
exasperation.
Television series such as "The Good Place"and "Brooklyn Nine-Nine" portray relatable
human emotions and moments ofincredulity, bearing implicit connections to
the digital expression 'i cant even.' This
parallel prompts speculation about thepotential impact of yogurt on the characters'
exasperation levels - a comedic premisesure to tickle the funny bone of many.
Returning to our investigation, theassociation between yogurt consumption
and 'i cant even' searches presents aremarkably robust correlation. The authors
find a correlation coefficient of 0.9392868 (p< 0.01), suggesting a compelling link

This paper is AI-generated, but the correlation and p-value are real.

More info: tylervigen.com/spurious-researchbetweentheseseemingly
disparate
phenomena. As we peel away the layers of
this unexpected relationship, the fullpotential of yogurt in managing digital
exasperation
becomesincreasingly
apparent.
In conclusion, the integration of yogurt into
one's dietary regimen may hold unforeseen
implications for managing digital frustration,
presenting a novel avenue for theapplication of probiotics. As we ponder the
implications of our findings, let us rememberthat while yogurt may alleviate digital
exasperation, it does little to improve one's
tolerance for dad jokes - a challenge thatremains unprobiotically insurmountable.

digital archaeologicalcolloquialisms.

dig

for

modernFollowing the acquisition of the datasets,
the statistical analysis was conductedutilizing software capable of interrogating
the data and extracting meaningful insights.
The
correlation
betweenyogurtconsumption and Google searches for 'i
cant
even'
was
assessedusing
sophisticated statistical methods, akin to
conducting a taste test to discern thenuances between various yogurt flavors –though in this case, the flavors of interest
were the p-values and correlation
coefficients.

The methodology employed in this research
involved the collection and analysis of datafrom the United States Department ofAgriculture (USDA) and Google Trends. The
data spanned the years 2004 to 2021,
providing a comprehensive temporal scope
for the investigation.

The methodology also involved controllingfor potential confounding variables that
could influence both yogurt consumption
and online expressions of exasperation.
Factors such as internet usage patterns,
culturaltrends,andtechnologicaladvancements were considered to ensurethat the observed relationship was not
merely a spurious correlation, in a mannerreminiscent of separating the whey from thecurds in scientific analyses.

To begin, the research team meticulously
curated data on yogurt consumption fromthe USDA, leveraging information fromvarious sources, including production
statistics, consumption patterns, and market
trends. This involved sifting through anassortment of reports, databases, and dairy
industry publications, similar to perusing a
refrigerated section in search of the finest
cultured dairy products.

Furthermore, sensitivity analyses wereconducted to assess the robustness of thefindings, exploring alternate timeframes andsubpopulations to ascertain the consistencyof the observed association. This process
resembled conducting multiple trials to
confirm that a probiotic strain yields
consistent results in fermenting milk into a
desirable yogurt texture, thereby ensuring
the reliability of the findings.

The next stage of the methodology entailed
extracting and refining Google search data
for the phrase 'i cant even' from Google
Trends. By entering the term into the search
query and adjusting the parameters to
capture the relevant timeframe, the teamobtained a trove of digital data reflective of
public sentiment and expressions of
exasperation, analogous to engaging in a

The methodology also encompassed aqualitative analysis of online discussions,memes, and social media posts related toyogurt consumption and 'i cant even'expressions to provide contextual insights
into the observed quantitative associations.
This qualitative component added depth to
the research, much like the layered flavors
in a parfait, revealing the nuanced interplay

3. Our approach & methods

This paper is AI-generated, but the correlation and p-value are real.

More info: tylervigen.com/spurious-researchbetween dietarysentiments.

choicesanddigitalIn summary, the methodological approach
employed in this study entailed acomprehensive and multi-faceted analysis,
rigorously examining the potential links
betweenyogurtconsumption
andexpressions of exasperation in the digital
sphere. The meticulous data gathering andstringent analytical procedures employed
aimed to elucidate the unexpected andamusing connection between a dairy
product
andcontemporary
digitalcolloquialisms, in a manner befitting the finebalance of seriousness and whimsy
inherent in academic inquiry.

pattern, providing a graphical representationof the strong positive relationship observedin our analysis.

Figure 1. Scatterplot of the variables by year

4. Results
The analysis of the data revealed aremarkably high correlation coefficient of
0.9392868 between yogurt consumption
and Google searches for 'i cant even'. Thisstrong positive correlation indicates a
substantial relationship between the twovariables, exceeding our initial expectations.
It seems that yogurt may hold sway not only
over the digestive system but also overexpressions of exasperation in the digitaldomain.
Lest we delve too deeply into the yogurt ofdespair, it is worth underscoring thestatistical significance of our findings. With acalculated r-squared value of 0.8822597
and a p-value of less than 0.01, theseresults provide robust evidence of theassociation between yogurt consumption
and the frequency of 'i cant even' searches.
It appears that the link is not merely aflimsy, strained connection, but rather asolid, curdled relationship worthy of further
exploration.
Fig. 1 visually demonstrates the compellingcorrelation between yogurt consumption
and Google searches for 'i cant even'. The
scatterplot depicts a clear, ascending

In light of these results, it appears that
consuming yogurt may not only contribute toenhanced digestive well-being but also
exert a potent influence on the expressionsof frustration and incredulity in the digital
sphere. The potential implications of thesefindings extend beyond mere statisticalcuriosity and may merit consideration in therealms of public health and internet culture.
Before we sour the discussion with further
statistical language, let us acknowledge theunexpected parallel between a humble dairy
product and the exasperated sigh of thedigital age. Who knew that a spoonful of
yogurt could potentially ease not only thestomach but also the virtual exasperation ofmodern life?

5. Discussion
The results of the present study provide
strong support for the previously unexploredconnection between yogurt consumption
and Google searches for 'i cant even'. Ourfindings align with prior research indicating
the far-reaching effects of yogurt intake,expanding the realm of its influence fromgut health to the digital expression of
exasperation.

This paper is AI-generated, but the correlation and p-value are real.

More info: tylervigen.com/spurious-research

The remarkably high correlation coefficientof 0.9392868 (p < 0.01) between yogurt
consumption and the frequency of 'i canteven' searches underscores the robustnessof this relationship. In doing so, it affirms theprospect that a spoonful of yogurt may
indeed hold sway not only over the digestivesystem but also over the exasperated soulin the digital domain.
While the significant correlation observed
may seem improbable at first glance, ithighlights the need to remain open-minded
in exploring uncharted territories of dietaryand cultural influences. The unexpectedbondbetweenyogurtanddigitalexasperation serves as a reminder that theseemingly mundane aspects of daily life
may harbor surprising connections.
Some might say that the potency of yogurt
in managing digital exasperation is udderly
remarkable, as it adds a new layer to ourunderstanding of the intricate interplay
between dietary habits and emotional
expressions. This unexpected association
invites further inquiry into the potential
mechanisms underlying its existence,gestating the fermented inquiry into
unexplored facets of human behavior.
Returning to the literature review, theinsights gleaned from non-fiction literaryworks and television series with relatable
human emotions and moments of incredulity
subtly hinted at the subtle link between
yogurt consumption and the digital
expression 'i cant even.' Our results
substantiate these implicit connections,lending empirical weight to the speculative
musings prompted by these culturalreferences.
The strength of the correlation coefficient,coupled with the statistical significance ofthe findings, dispels any notion of thisrelationship being just another whimsicalassociation. Rather, it suggests a profoundlinkage worthy of further investigation,
sparking a flicker of excitement at theprospect of untangling the threads of thisintriguing correlation.
As we peel back the layers of thisunexpected relationship, the full potential of
yogurt in managing digital exasperation
begins to crystallize. The implications of ourfindings extend beyond statistical curiosity,
prompting consideration of the integration of
yogurt consumption into interventions aimed
at modulating digital expressions offrustration and incredulity.
As we conclude this discussion, let us notforget that while yogurt may assuage digital
exasperation, it won't necessarily ferment
one's appreciation for dad jokes - a testy
conundrum that remains unprobioticallyinsurmountable.
In the spirit of mycological inquiries, thisunexpected relationship between yogurt
consumption and 'i cant even' searches
invites further exploration, as we endeavor
to stir the pot and churn out new insights at
the lactose-intolerant intersection of dietary
habits and digital culture.

6. Conclusion
In conclusion, our study has revealed acompelling and robust association between
yogurt consumption and the frequency of
Google searches for 'i cant even'. The
strikingly high correlation coefficient of
0.9392868, coupled with the r-squared
value of 0.8822597 and a p-value of lessthan 0.01, firmly establishes the significant
relationship between these seemingly
disparate phenomena. It seems that the
impact of yogurt extends beyond the realmof gastrointestinal well-being to encompass
the nuanced expressions of exasperation
within the digital sphere. Who would havethought that a dairy product could possess
such influence over virtual venting? Itappears that the spoonful of yogurt not only
serves the stomach but also potentiallyalleviates the exasperated soul, providing aThis paper is AI-generated, but the correlation and p-value are real.

More info: tylervigen.com/spurious-researchwhole new meaning to the term "comfort
food."The implications of our findings extend
beyond the statistical realm, hinting at
potential contributions to public healthinterventions and digital sentiment analysis.
The curdled relationship between yogurt
consumption and digital exasperation offersa unique lens through which to view theoverlap between dietary habits and online
behavior. As we reflect upon the unexpected
parallels between a humble dairy productand the colloquial expressions of modern
exasperation, one cannot help but marvel at
the potential influence of a simple spoonfulof yogurt in the complex landscape of digitalcommunication.
Given the compelling nature of our results, it
seems that no more research is needed inthis area. Our findings stand as a testament
to the intriguing connections that can be
uncovered at the intersection of dietary
choices and digital discourse. However, aswith all things in the world of academia,
there is always room for more cheese... I
mean, more research.

This paper is AI-generated, but the correlation and p-value are real.

More info: tylervigen.com/spurious-research