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Data source: AI analysis of xkcd comics
Additional Info: I designed a Python workflow to perform OCR on every xkcd comic, feed that text into a large language model, and ask the model whether this comic was about the category named in the title.

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xkcd comics published about maps correlates with...

VariableCorrelationYearsHas img?
Google searches for 'dr pepper vs mr pibb'r=0.7716yrsNo
Cummins' stock price (CMI)r=0.7716yrsYes!
Aggregate score of winning team in Copa Libertadores Finalsr=0.767yrsNo
Google searches for 'how to apply a tourniquet'r=0.7416yrsYes!
Google searches for 'my cat scratched me'r=0.7316yrsYes!



xkcd comics published about maps also correlates with...

VariableCorrelationYearsSys. Score
Royal Bank of Canada's stock price (RY)r=0.7716yrs162
Southern Copper's stock price (SCCO)r=0.7616yrs161
Air pollution in Medford, Oregonr=0.8315yrs154
Air pollution in Greeley, Colorador=0.8116yrs152
How provocative AsapSCIENCE YouTube video titles arer=0.7912yrs152
Air pollution in Bismarck, North Dakotar=0.816yrs150
How nerdy PBS Space Time YouTube video titles arer=0.789yrs148
How clickbait-y AsapSCIENCE YouTube video titles arer=0.7612yrs148
The number of surgical technologists in Connecticutr=0.815yrs146
The number of massage therapists in Mississippir=0.7815yrs143
Renewable energy production in Colombiar=0.7414yrs142
Hydopower energy generated in Colombiar=0.7314yrs141
Hydopower energy generated in Georgiar=0.7314yrs141
The number of conservation scientists in Montanar=0.7615yrs140
Popularity of the 'red pill blue pill' memer=0.6716yrs140
The distance between Neptune and Uranusr=0.6816yrs136
Popularity of the first name Kirbyr=0.7115yrs136
Ticket prices at North American movie theatersr=0.6715yrs134
Automotive recalls issued by Mercedes-Benz USAr=0.6615yrs134
Popularity of the first name Brunor=0.715yrs134
US household spending on furniturer=0.6915yrs134
Sales of LP/Vinyl Albumsr=0.6215yrs133
Number of public school students in 12th grader=0.6615yrs133
Popularity of the first name Bernadetter=0.6915yrs133
US edible fishery product importsr=0.6814yrs132
The distance between Uranus and Venusr=-0.8316yrs132
US household spending on fresh fruitsr=0.6715yrs132
Popularity of the 'wojak' memer=0.6216yrs132
The number of movies Sidney Poitier appeared inr=0.6216yrs132
Average SAT score in mathr=0.6415yrs132
Average SAT score in critical readingr=0.6415yrs132
Franco-Nevada's stock price (FNV)r=0.7616yrs131
Number of websites on the internetr=0.6611yrs130
Apple's annual net incomer=0.6615yrs130
GMO use in cornr=0.6116yrs130
Caterpillar's stock price (CAT)r=0.7516yrs120
Air pollution in Medford, Oregonr=0.7915yrs118
Google searches for 'lost my wallet'r=0.7316yrs113
How clickbait-y CGP Grey YouTube video titles arer=0.7113yrs112
Hydopower energy generated in Guatemalar=0.7314yrs111
Albemarle's stock price (ALB)r=0.7516yrs110
Air pollution in Sandpoint, Idahor=0.7815yrs106
Google searches for 'how to annex texas'r=0.7316yrs103
Popularity of the first name Cyrusr=0.6815yrs102
Hydopower energy generated in Panamar=0.7214yrs100
How provocative PBS Space Time YouTube video titles arer=0.739yrs100
Air pollution in Dickinson, North Dakotar=0.7616yrs94
Google searches for 'how to treat internal bleeding'r=0.7116yrs90
Electricity generation in Zambiar=0.7214yrs90
How cool Computerphile YouTube video titles arer=0.7111yrs90
General Mills' stock price (GIS)r=0.7416yrs84
Air pollution in Coeur d'Alene, Idahor=0.7615yrs83
How geeky PBS Space Time YouTube video titles arer=0.729yrs79
Renewable energy production in Bangladeshr=0.7114yrs78
Google searches for 'roblox'r=0.6916yrs77
Walmart's stock price (WMT)r=0.716yrs73
Liquefied petroleum gas used in Kazakhstanr=0.7314yrs68
Total likes of The Game Theorists YouTube videosr=0.6715yrs68
Google searches for 'cold shower'r=0.6816yrs66
The Toronto-Dominion Bank's stock price (TD)r=0.7416yrs63
Google searches for 'when is new years'r=0.6816yrs56
Renewable energy production in Zambiar=0.714yrs56
The average number of likes on The Game Theorists YouTube videosr=0.6515yrs54
Canadian National Railway Company's stock price (CNI)r=0.7416yrs53
Google searches for 'i am dizzy'r=0.6816yrs46
Hydopower energy generated in Zambiar=0.714yrs46
FedEx's stock price (FDX)r=0.7316yrs43
How 'hip and with it' 'Be Smart' science YouTube video titles arer=0.6611yrs42
Google searches for 'how to move to europe'r=0.6416yrs36
Electricity generation in Kazakhstanr=0.6914yrs35
Bank of Montreal's stock price (BMO)r=0.7416yrs33
How geeky 'Be Smart' science YouTube video titles arer=0.6611yrs32
Biomass power generated in Mexicor=0.6914yrs25
Google searches for 'i am tired'r=0.6516yrs24
Colgate-Palmolive Company's stock price (CL)r=0.7416yrs23
Geothermal power generated in United Statesr=0.6914yrs15
Google searches for 'reddit'r=0.6716yrs14
Parker-Hannifin's stock price (PH)r=0.7416yrs13
Petroluem consumption in Bangladeshr=0.7114yrs5
PACCAR's stock price (PCAR)r=0.7416yrs3
Google searches for 'tetanus'r=0.6616yrs2
Liquefied petroleum gas used in Irelandr=0.6915yrs-7
Equinix's stock price (EQIX)r=0.7316yrs-8
Google searches for 'do i need to go to the doctor'r=0.6616yrs-8
Illinois Tool Works' stock price (ITW)r=0.7416yrs-18
Google searches for 'why do i have a migraine'r=0.6616yrs-18
Electricity generation in Georgiar=0.6714yrs-18
Monster Beverage's stock price (MNST)r=0.7316yrs-28
Google searches for 'how to go to space'r=0.6616yrs-28
Fossil fuel use in Madagascarr=0.6714yrs-28
Lennar's stock price (LEN)r=0.7316yrs-38
Google searches for 'who is the doctor'r=0.6616yrs-38
Petroluem consumption in Faroe Islandsr=0.6914yrs-38
United Rentals' stock price (URI)r=0.7316yrs-48
Google searches for 'i have a headache'r=0.6516yrs-49
Google searches for 'tummy ache'r=0.6416yrs-60


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You caught me! While it would be intuitive to sort only by "correlation," I have a big, weird database. If I sort only by correlation, often all the top results are from some one or two very large datasets (like the weather or labor statistics), and it overwhelms the page.

I can't show you *all* the correlations, because my database would get too large and this page would take a very long time to load. Instead I opt to show you a subset, and I sort them by a magic system score. It starts with the correlation, but penalizes variables that repeat from the same dataset. (It also gives a bonus to variables I happen to find interesting.)
Error :(