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Data source: MIT Election Data and Science Lab, Harvard Dataverse
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Votes for the Democratic Presidential candidate in Virginia correlates with...

VariableCorrelationYearsSys. Score
Hotdogs consumed by Nathan's Hot Dog Eating Competition Championr=0.9711yrs408
New York Times Fiction Best Sellersr=0.9710yrs406
Average milk produced per cow in the USr=0.9711yrs406
Electricity generation in Antigua and Barbudar=0.9811yrs406
Electricity generation in Bahrainr=0.9811yrs406
Fossil fuel use in Bahrainr=0.9811yrs406
Total Number of Successful Mount Everest Climbsr=0.989yrs405
Popularity of the first name Marcelor=0.9912yrs405
Popularity of the first name Naomir=0.9812yrs404
Popularity of the first name Lukasr=0.9812yrs404
USA Populationr=0.9612yrs402
US Annual Tax Revenuer=0.9612yrs402
Hispanic cheese consumptionr=0.987yrs378
Patents granted in the USr=0.9512yrs378
Renewable energy production in Bhutanr=0.9811yrs376
Popularity of the first name Luciar=0.9812yrs374
Patents granted in the USr=0.9412yrs374
Number of public school students in 12th grader=0.978yrs372
Inflation in the USr=0.988yrs371
Hydopower energy generated in Bhutanr=0.9811yrs366
Popularity of the first name Holdenr=0.9812yrs364
Electricity generation in Brazilr=0.9811yrs356
Popularity of the first name Liar=0.9812yrs354
Yogurt consumptionr=0.958yrs354
Annual US household spending on eggsr=0.996yrs350
Annual US household spending on property taxesr=0.996yrs350
Annual US household spending on transportationr=0.996yrs350
Annual US household spending on dairy productsr=0.986yrs349
Annual US household spending on housingr=0.986yrs349
Annual US household spending on utilitiesr=0.986yrs349
Annual US household spending on pets, toys, and hobbiesr=0.986yrs349
US household spending on property taxesr=0.986yrs349
Number of households headed by single fathers in the United Statesr=0.958yrs348
Grocery store spend in Virginiar=0.986yrs348
Renewable energy production in Brazilr=0.9811yrs346
Popularity of the first name Linar=0.9812yrs344
UFO sightings in Virginiar=0.9212yrs344
Automotive recalls issued by BMW of North Americar=0.9212yrs340
Budget for largest movie productionr=0.9112yrs338
Number of Miss World delegatesr=0.9411yrs338
Electricity generation in Costa Ricar=0.9811yrs336
Total number of automotive recallsr=0.9112yrs336
Popularity of the first name Chaimr=0.9812yrs334
Total number of live births in Australiar=0.9112yrs334
Annual US household spending on electricityr=0.976yrs332
Total Federal Construction Expenditure in the United Statesr=0.966yrs331
Electricity generation in Gambiar=0.9811yrs326
Popularity of the first name Amirar=0.9812yrs324
Number of Lawyers in the United Statesr=0.948yrs322
Annual Revenue of Walt Disney Companyr=0.958yrs320
Fossil fuel use in Gambiar=0.9811yrs316
Number of public school students in 11th grader=0.938yrs316
Popularity of the first name Minar=0.9812yrs314
Electricity generation in Hondurasr=0.9811yrs306
Popularity of the first name Giovannir=0.9712yrs302
GMO use in cornr=0.936yrs302
GMO use in cornr=0.936yrs302
US production of butterr=0.966yrs301
Yearly Total Gross Income of US Farmsr=0.946yrs300
GMO use in cottonr=0.936yrs300
Annual US household spending on foodr=0.956yrs300
Fossil fuel use in Hondurasr=0.9811yrs296
Popularity of the first name Josiahr=0.9712yrs292
US milk fat used to produce butterr=0.966yrs291
Electricity generation in Jordanr=0.9811yrs286
Popularity of the first name Genesisr=0.9712yrs282
US dairy skim solids used to produce butterr=0.966yrs280
Fossil fuel use in Moroccor=0.9811yrs276
Popularity of the first name Lilianar=0.9712yrs272
Number of Las Vegas Hotel Room Check-Insr=0.9210yrs267
Geothermal power generated in Portugalr=0.9811yrs266
Butter consumptionr=0.958yrs264
Popularity of the first name Emilior=0.9712yrs262
Intel Corporation's annual revenuer=0.949yrs261
Electricity generation in Solomon Islandsr=0.9811yrs256
Number of Registered Vehicles in the USr=0.958yrs256
Popularity of the first name Phoeber=0.9712yrs252
Milk-fat consumptionr=0.938yrs251
Annual US household spending on fresh vegetablesr=0.956yrs250
Fossil fuel use in Solomon Islandsr=0.9811yrs246
Annual US household spending on bakery productsr=0.946yrs243
Popularity of the first name Alinar=0.9712yrs242
Annual US household spending on fruits and vegetablesr=0.946yrs238
Electricity generation in Turkiyer=0.9811yrs236
Popularity of the first name Edenr=0.9712yrs232
Total employee count at Continental AGr=0.956yrs231
Italian-type cheese consumptionr=0.947yrs226
Total hydopower energy generated globallyr=0.9711yrs224
U.S. direct investment abroadr=0.936yrs223
Popularity of the first name Ezequielr=0.9712yrs222
Gender pay gap in the U.S.r=0.918yrs218
Mozzarella cheese consumptionr=0.947yrs216
Total geothermal power generated globallyr=0.9711yrs214
US per-person consumption of bottled waterr=0.946yrs213
Popularity of the first name Amarir=0.9811yrs212
American cheese consumptionr=0.928yrs204
US production of sour creamr=0.956yrs190
US milk fat used to produce sour creamr=0.956yrs180
US Bottled Water Consumption per Personr=0.946yrs174
US dairy skim solids used to produce sour creamr=0.956yrs168
Natural cheese consumptionr=0.937yrs158


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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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