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Data source: Bureau of Labor Statistics
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Annual US household spending on pets, toys, and hobbies correlates with...

VariableCorrelationYearsHas img?
Votes for the Democratic Presidential candidate in Texasr=0.986yrsNo
The number of pharmacists in Minnesotar=0.9620yrsNo
Electricity generation in Cayman Islandsr=0.9622yrsNo
Ticket prices at North American movie theatersr=0.9522yrsNo
Solar power generated in Haitir=0.9510yrsNo
The distance between Neptune and Uranusr=0.9523yrsNo
Average number of milk cows in the United Statesr=0.9123yrsNo


Annual US household spending on pets, toys, and hobbies also correlates with...

VariableCorrelationYearsSys. Score
Electricity generation in Costa Ricar=0.9622yrs414
Electricity generation in Solomon Islandsr=0.9622yrs414
Average milk produced per cow in the USr=0.9523yrs404
Total likes of Mark Rober YouTube videosr=0.9412yrs395
Unilever's stock price (UL)r=0.9121yrs394
Customer satisfaction with AT&Tr=0.9218yrs394
The number of sonographers in Californiar=0.9720yrs393
T-Mobile Us' stock price (TMUS)r=0.9415yrs392
Popularity of the first name Santiagor=0.9623yrs392
Popularity of the first name Delilahr=0.9623yrs392
Popularity of the first name Camilar=0.9623yrs392
The number of conservation scientists in Colorador=0.9720yrs392
The number of pharmacy technicians in Colorador=0.9720yrs392
Activision Blizzard's stock price (ATVI)r=0.9413yrs390
Fossil fuel use in Solomon Islandsr=0.9622yrs384
Number of Lawyers in the United Statesr=0.9223yrs384
Master's degrees awarded in Parks & Recreationr=0.9610yrs383
Inflation in the USr=0.9523yrs382
Associates degrees awarded in Philosophy and religious studiesr=0.9611yrs382
Economic output of Washington metro arear=0.9521yrs380
U.S. direct investment abroadr=0.9422yrs380
USA Populationr=0.9423yrs380
Number of Registered Vehicles in the USr=0.9522yrs380
US production of cheese (other than cottage cheese)r=0.9422yrs379
Annual Revenue of Walt Disney Companyr=0.9123yrs378
Adidas Group's Global Net Salesr=0.9323yrs376
US Wind Power Generation Capacityr=0.9123yrs376
Number of households headed by single fathers in the United Statesr=0.9122yrs376
Google searches for 'avocado toast'r=0.9315yrs372
Google searches for 'restaurant near me'r=0.9512yrs372
Fossil fuel use in Cayman Islandsr=0.9522yrs372
Google searches for 'roblox'r=0.9215yrs370
Paypal's Number of Active Registered User Accountsr=0.9313yrs368
Patents granted to Samsung Electronicsr=0.9312yrs368
GMO use in cornr=0.9223yrs363
Average length of Computerphile YouTube videosr=0.9410yrs363
Number of public school students in 12th grader=0.9323yrs362
Electricity generation in Jordanr=0.9522yrs362
The number of pharmacists in Kentuckyr=0.9620yrs362
Popularity of the first name Amirar=0.9523yrs360
Charter Communications' stock price (CHTR)r=0.9313yrs357
Petroluem consumption in Polandr=0.9523yrs350
Popularity of the first name Shilohr=0.9523yrs350
US production of sour creamr=0.9422yrs349
The number of pharmacists in Ohior=0.9620yrs342
US milk fat used to produce cheese (excluding cottage cheese)r=0.9422yrs339
Petroluem consumption in Beninr=0.9522yrs339
The number of lawyers in Californiar=0.9520yrs330
Liquefied petroleum gas used in Dominican Republicr=0.9522yrs329
US dairy skim solids used to produce cheese (other than cottage cheese)r=0.9422yrs328
McDonald's stock price (MCD)r=0.8921yrs325
The number of maintenance and repair workers in Colorador=0.9620yrs320
Gasoline pumped in Sudanr=0.9522yrs319
US production of butterr=0.9222yrs316
The Coca-Cola Company's stock price (KO)r=0.8721yrs312
Organic Food Sales Volume in the United Statesr=0.9313yrs311
The number of welders in Idahor=0.9620yrs310
US milk fat used to produce butterr=0.9222yrs306
Solar power generated in Pakistanr=0.9712yrs305
Public Service Enterprise Group's stock price (PEG)r=0.921yrs302
US per-person consumption of bottled waterr=0.9423yrs300
The number of medical equipment repairers in Virginiar=0.9620yrs300
US milk fat used to produce sour creamr=0.9122yrs294
The Walt Disney Company's stock price (DIS)r=0.8621yrs290
The number of logisticians in North Carolinar=0.9619yrs289
US dairy skim solids used to produce butterr=0.9222yrs284
Lockheed Martin's stock price (LMT)r=0.8721yrs280
The number of pharmacy technicians in Idahor=0.9520yrs278
US dairy skim solids used to produce sour creamr=0.9122yrs273
Renewable energy production in Costa Ricar=0.9522yrs272
Becton, Dickinson and Company's stock price (BDX)r=0.8921yrs270
The number of personal financial advisors in Nebraskar=0.9520yrs268
US Bottled Water Consumption per Personr=0.9423yrs266
Hydopower energy generated in Costa Ricar=0.9522yrs262
PACCAR's stock price (PCAR)r=0.8921yrs260
Hispanic cheese consumptionr=0.9422yrs256
The number of compliance officers in Ohior=0.9713yrs254
Wind power generated in Japanr=0.9522yrs252
Realty Income's stock price (O)r=0.8921yrs250
Butter consumptionr=0.9322yrs245
The number of secretaries in Guamr=0.9513yrs243
WEC Energy Group's stock price (WEC)r=0.8921yrs240
Total geothermal power generated globallyr=0.9422yrs240
Italian-type cheese consumptionr=0.9322yrs235
The number of credit counselors in New Hampshirer=0.9513yrs232
Eversource Energy's stock price (ES)r=0.8921yrs230
Electricity generation in Bahrainr=0.9422yrs230
Mozzarella cheese consumptionr=0.9122yrs222
The number of truck drivers in Virginiar=0.9513yrs222
Fossil fuel use in Bahrainr=0.9422yrs220
The number of nursing assistants in Nevadar=0.9711yrs212
Geothermal power generated in Indonesiar=0.9422yrs210
The number of nurse practitioners in Alabamar=0.9611yrs201
Biomass power generated in Nicaraguar=0.9422yrs200
The number of human resources specialists in District of Columbiar=0.9611yrs191
Electricity generation in Russiar=0.9422yrs190


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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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