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

VariableCorrelationYearsHas img?
Alphabet's stock price (GOOGL)r=0.9618yrsNo
Aflac's stock price (AFL)r=0.9521yrsNo
CME Group's stock price (CME)r=0.9320yrsYes!
Adobe's stock price (ADBE)r=0.8721yrsNo


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

VariableCorrelationYearsSys. Score
Average milk produced per cow in the USr=0.9623yrs436
McDonald's stock price (MCD)r=0.9621yrs436
PepsiCo's stock price (PEP)r=0.9721yrs432
Intercontinental Exchange's stock price (ICE)r=0.9917yrs432
Average length of SmarterEveryDay YouTube videosr=0.9616yrs432
Average length of LEMMiNO YouTube videosr=0.9611yrs427
Annual Revenue of Walt Disney Companyr=0.9723yrs418
Ticket prices at North American movie theatersr=0.9722yrs416
Inflation in the USr=0.9823yrs416
Number of Registered Vehicles in the USr=0.9922yrs416
Electricity generation in Bahrainr=0.9822yrs416
Fossil fuel use in Bahrainr=0.9822yrs416
Electricity generation in Costa Ricar=0.9822yrs416
Economic output of Washington metro arear=0.9821yrs414
US production of cheese (other than cottage cheese)r=0.9722yrs414
US milk fat used to produce cheese (excluding cottage cheese)r=0.9722yrs414
Google searches for 'cold shower'r=0.9819yrs414
U.S. direct investment abroadr=0.9522yrs412
US Wind Power Generation Capacityr=0.9523yrs412
Microsoft's Worldwide Earningsr=0.9621yrs411
Google searches for 'how to learn python'r=0.9716yrs409
Global Puma Salesr=0.9717yrs408
Google searches for 'roblox'r=0.9715yrs408
US GDP per capitar=0.9814yrs407
US edible fishery product importsr=0.9617yrs407
Paypal's Number of Active Registered User Accountsr=0.9813yrs406
Patents granted to Dellr=0.9711yrs402
Average number of comments on Steve Mould's YouTube videosr=0.9414yrs397
The distance between Neptune and Uranusr=0.9723yrs396
Popularity of the first name Amirar=0.9923yrs396
Popularity of the first name Luciar=0.9823yrs394
Popularity of the first name Lucianor=0.9823yrs394
The number of lawyers in New Yorkr=0.9820yrs394
The number of industrial machinery mechanics in Virginiar=0.9920yrs394
The number of medical assistants in Alabamar=0.9820yrs393
Chubb's stock price (CB)r=0.9621yrs391
Electricity generation in Hondurasr=0.9822yrs386
US production of sour creamr=0.9622yrs382
Canadian National Railway Company's stock price (CNI)r=0.9621yrs381
Google searches for 'reddit'r=0.9715yrs378
Electricity generation in Solomon Islandsr=0.9822yrs376
US dairy skim solids used to produce cheese (other than cottage cheese)r=0.9722yrs372
Crown Castle's stock price (CCI)r=0.9621yrs371
Fossil fuel use in Solomon Islandsr=0.9822yrs366
Google searches for 'who is alexa'r=0.9516yrs366
Popularity of the first name Eliasr=0.9723yrs363
The number of sales managers in Californiar=0.9820yrs363
Yum! Brands' stock price (YUM)r=0.9621yrs361
Google searches for 'whatsapp'r=0.9713yrs356
Total geothermal power generated globallyr=0.9722yrs355
Hispanic cheese consumptionr=0.9922yrs354
Popularity of the first name Santiagor=0.9723yrs353
The number of lawyers in Californiar=0.9720yrs353
WEC Energy Group's stock price (WEC)r=0.9621yrs351
Amazon's shipping revenue in millions of dollarsr=0.9611yrs348
Renewable energy production in Costa Ricar=0.9722yrs345
Google searches for 'restaurant near me'r=0.9612yrs344
Popularity of the first name Kair=0.9723yrs343
The number of consultants in Floridar=0.9820yrs343
Church & Dwight Co.'s stock price (CHD)r=0.9621yrs341
Italian-type cheese consumptionr=0.9722yrs341
US per-person consumption of bottled waterr=0.9823yrs341
Wind power generated in Japanr=0.9722yrs335
Google searches for 'elon musk'r=0.9513yrs333
Popularity of the first name Elianar=0.9723yrs333
The number of pharmacy technicians in Floridar=0.9820yrs333
Eversource Energy's stock price (ES)r=0.9621yrs331
Mozzarella cheese consumptionr=0.9622yrs330
Electricity generation in Senegalr=0.9722yrs325
Popularity of the first name Arir=0.9723yrs323
The number of pest control workers in Georgiar=0.9820yrs323
Berkshire Hathaway's stock price (BRK.A)r=0.9521yrs320
Milk-fat consumptionr=0.9522yrs318
Electricity generation in Somaliar=0.9722yrs315
Google searches for 'i have a headache'r=0.9219yrs314
Popularity of the first name Leilanir=0.9723yrs313
The number of accountants and auditors in North Carolinar=0.9820yrs313
US Bottled Water Consumption per Personr=0.9823yrs312
Berkshire Hathaway's stock price (BRK.B)r=0.9521yrs310
Electricity generation in Taiwanr=0.9722yrs305
Natural cheese consumptionr=0.9722yrs304
Popularity of the first name Bor=0.9723yrs303
The number of accountants and auditors in South Dakotar=0.9820yrs303
The Procter & Gamble Company's stock price (PG)r=0.9521yrs300
Electricity generation in Bangladeshr=0.9622yrs294
Popularity of the first name Shilohr=0.9723yrs293
The number of customer service representatives in Texasr=0.9820yrs293
Salesforce's stock price (CRM)r=0.9718yrs290
Fossil fuel use in Bangladeshr=0.9622yrs284
BlackRock's stock price (BLK)r=0.9521yrs280
Electricity generation in Boliviar=0.9622yrs274
American Tower's stock price (AMT)r=0.9521yrs270
Renewable energy production in Congo-Kinshasar=0.9622yrs264
Ecolab's stock price (ECL)r=0.9521yrs260
Hydopower energy generated in Congo-Kinshasar=0.9622yrs254
Electricity generation in Guatemalar=0.9622yrs244
Digital Realty Trust's stock price (DLR)r=0.9718yrs240
Electricity generation in Jordanr=0.9622yrs234
Electricity generation in Kenyar=0.9622yrs224


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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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