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Data source: Bureau of Labor Statistics
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Annual US household spending on education correlates with...

VariableCorrelationYearsHas img?
Total likes of Extra History YouTube videosr=0.989yrsNo
Number of Lawyers in the United Statesr=0.9721yrsNo
Total Revenue of the NFL Teamsr=0.9720yrsNo
The number of mechanical engineers in Michiganr=0.9718yrsNo
Average milk produced per cow in the USr=0.9621yrsNo
The number of dentists in Iowar=0.9617yrsNo
Number of Registered Vehicles in the USr=0.9521yrsNo
Total revenue generated by the National Hockey Leaguer=0.9515yrsNo
EOG Resources' stock price (EOG)r=0.9519yrsNo
Total views on Simone Giertz's YouTube videosr=0.947yrsNo
Annual Revenue of Walt Disney Companyr=0.9321yrsNo
Jet fuel used in Lithuaniar=0.921yrsNo
Air quality in Grand Rapids, Michiganr=0.8721yrsNo
Google searches for 'best schools'r=0.8717yrsNo
Popularity of the 'kermit' memer=0.8715yrsNo
Assistant Processor salaries in the USr=0.8112yrsNo
Popularity of the 'mocking spongebob' memer=0.7215yrsNo
Average length of MrBeast's YouTube videosr=0.629yrsNo


Annual US household spending on education also correlates with...

VariableCorrelationYearsSys. Score
Electricity generation in Kuwaitr=0.9821yrs416
Fossil fuel use in Gambiar=0.9821yrs416
Electricity generation in Gambiar=0.9821yrs416
U.S. direct investment abroadr=0.9721yrs414
USA Populationr=0.9721yrs412
Ticket prices at North American movie theatersr=0.9520yrs412
US milk fat used to produce cheese (excluding cottage cheese)r=0.9621yrs411
US production of cheese (other than cottage cheese)r=0.9621yrs411
Inflation in the USr=0.9621yrs411
Number of internet usersr=0.9617yrs410
Economic output of Washington metro arear=0.9620yrs410
Public Storage's stock price (PSA)r=0.9419yrs396
Altria Group's stock price (MO)r=0.9319yrs394
GMO use in cottonr=0.9621yrs394
The distance between Neptune and Uranusr=0.9621yrs392
The number of paralegals in Texasr=0.9718yrs391
The number of bartenders in South Dakotar=0.9718yrs391
The number of statisticians in Massachusettsr=0.9718yrs391
Popularity of the first name Ibrahimr=0.9721yrs391
Popularity of the first name Evelynr=0.9721yrs391
Popularity of the first name Lucasr=0.9721yrs391
Electricity generation in Cabo Verder=0.9721yrs384
Associates degrees awarded in Natural resources and conservationr=0.9610yrs382
Number of households headed by single fathers in the United Statesr=0.9421yrs380
US dairy skim solids used to produce cheese (other than cottage cheese)r=0.9621yrs380
Total Sales at Clothing and Accessories Storesr=0.9221yrs378
Google searches for 'highest paying jobs'r=0.9517yrs377
Google searches for 'two day shipping'r=0.9517yrs377
Electricity generation in Costa Ricar=0.9721yrs374
Cognizant Technology Solutions' stock price (CTSH)r=0.9319yrs364
Fossil fuel use in Egyptr=0.9721yrs364
The number of salespeople in Texasr=0.9818yrs361
Popularity of the first name Raeganr=0.9721yrs361
Italian-type cheese consumptionr=0.9521yrs357
Electricity generation in Gibraltarr=0.9721yrs354
Simon Property Group's stock price (SPG)r=0.9219yrs353
The number of restaurant cooks in Arkansasr=0.9718yrs350
Popularity of the first name Henryr=0.9621yrs350
US Bottled Water Consumption per Personr=0.9521yrs346
Electricity generation in Jordanr=0.9721yrs344
Dominion Energy's stock price (D)r=0.9219yrs343
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)r=0.9721yrs341
The number of pharmacy technicians in Californiar=0.9718yrs340
Popularity of the first name Naomir=0.9621yrs340
Electricity generation in Nicaraguar=0.9721yrs334
Dollar Tree's stock price (DLTR)r=0.919yrs333
The number of manicurists and pedicurists in Californiar=0.9718yrs330
Popularity of the first name Josiahr=0.9621yrs330
US average milk-fat content of cheese (other than cottage cheese)r=0.9621yrs328
US Shoe Store Salesr=0.9321yrs326
Electricity generation in Saudi Arabiar=0.9721yrs324
Canadian National Railway Company's stock price (CNI)r=0.9119yrs322
The number of industrial machinery mechanics in Californiar=0.9718yrs320
Popularity of the first name Clarar=0.9621yrs320
US average dairy skim-solid content of cheese (other than cottage cheese)r=0.9621yrs318
Fossil fuel use in Saudi Arabiar=0.9721yrs314
Colgate-Palmolive Company's stock price (CL)r=0.9119yrs312
The number of veterinary technologists and technicians in Colorador=0.9718yrs310
Popularity of the first name Lucyr=0.9621yrs310
Electricity generation in Singaporer=0.9721yrs304
The number of restaurant cooks in Floridar=0.9718yrs300
Popularity of the first name Leonardor=0.9621yrs300
Chubb's stock price (CB)r=0.919yrs300
US production of sour creamr=0.9421yrs298
Fossil fuel use in Singaporer=0.9721yrs294
The number of college administrators in Michiganr=0.9718yrs290
Popularity of the first name Elliotr=0.9621yrs290
Kellogg's stock price (K)r=0.919yrs290
US milk fat used to produce sour creamr=0.9421yrs288
Electricity generation in Tunisiar=0.9721yrs284
Popularity of the first name Geneviever=0.9621yrs280
Electricity generation in United Arab Emiratesr=0.9721yrs274
The number of social work teachers in New Yorkr=0.9718yrs270
Popularity of the first name Luciar=0.9621yrs270
Electricity generation in Bahrainr=0.9621yrs262
The number of veterinary technologists and technicians in Pennsylvaniar=0.9718yrs260
Popularity of the first name Edenr=0.9621yrs260
Fossil fuel use in Bahrainr=0.9621yrs252
The number of sonographers in Virginiar=0.9618yrs250
Popularity of the first name Asar=0.9621yrs250
Electricity generation in Boliviar=0.9621yrs242
Popularity of the first name Stellar=0.9621yrs240
The number of respiratory therapists in Californiar=0.9618yrs238
Fossil fuel use in Boliviar=0.9621yrs232
Popularity of the first name Emersonr=0.9621yrs230
The number of massage therapists in Californiar=0.9618yrs228
Renewable energy production in Costa Ricar=0.9621yrs222
The number of registered nurses in Colorador=0.9618yrs218
Popularity of the first name Wyattr=0.9521yrs218
The number of financial examiners in District of Columbiar=0.9618yrs208
Popularity of the first name Nolanr=0.9521yrs208
The number of massage therapists in Floridar=0.9618yrs198
Popularity of the first name Karsonr=0.9521yrs198


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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.)
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