Top variables that correlate with Votes for the Republican Presidential candidate in Virginia

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

Variable	Correlation	Years	Has img?
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.93	11yrs	Yes!

Votes for the Republican Presidential candidate in Virginia also correlates with...

Variable	Correlation	Years	Sys. Score
Popularity of the first name Chaya	r=0.96	12yrs	400
Geothermal power generated in Costa Rica	r=0.98	8yrs	372
Biomass power generated in Taiwan	r=0.98	8yrs	372
USA Population	r=0.94	12yrs	369
Popularity of the first name Eliezer	r=0.94	12yrs	368
Popularity of the first name Simon	r=0.93	12yrs	366
Number of public school students in 11th grade	r=0.96	8yrs	351
Number of public school students in 12th grade	r=0.96	8yrs	351
Number of highschoolers in the US	r=0.95	8yrs	350
Number of Registered Vehicles in the US	r=0.96	8yrs	348
Frank Lampard's Premier League goal tally	r=0.98	6yrs	346
Petroluem consumption in Turkmenistan	r=0.96	8yrs	346
Budget for largest movie production	r=0.91	12yrs	338
Number of Miss World delegates	r=0.94	11yrs	338
US Annual Tax Revenue	r=0.9	12yrs	333
Annual US household spending on laundry and cleaning supplies	r=0.97	6yrs	332
Number of Lawyers in the United States	r=0.93	8yrs	321
Yogurt consumption	r=0.93	8yrs	321
Liquefied petroleum gas used in Turkmenistan	r=0.95	8yrs	315
Inflation in the US	r=0.94	8yrs	315
Number of households headed by single fathers in the United States	r=0.93	8yrs	315
Average milk produced per cow in the US	r=0.9	11yrs	315
Popularity of the first name Emmanuel	r=0.93	12yrs	306
Milk-fat consumption	r=0.9	8yrs	302
Air quality in Lynchburg, Virginia	r=0.95	6yrs	302
Hydopower energy generated in Costa Rica	r=0.95	11yrs	301
GMO use in cotton	r=0.93	6yrs	300
US household spending on eggs	r=0.94	6yrs	298
US household spending on property taxes	r=0.94	6yrs	298
Annual Revenue of Walt Disney Company	r=0.9	8yrs	297
Popularity of the first name Natalia	r=0.93	12yrs	296
Total Federal Construction Expenditure in the United States	r=0.93	6yrs	296
Annual US household spending on eggs	r=0.93	6yrs	296
Annual US household spending on dairy products	r=0.93	6yrs	296
Grocery store spend in Virginia	r=0.93	6yrs	295
Annual US household spending on property taxes	r=0.92	6yrs	295
US Tree Nut Consumption per Person	r=0.91	6yrs	294
Annual US household spending on transportation	r=0.91	6yrs	294
Annual US household spending on housekeeping supplies	r=0.9	6yrs	292
Electricity generation in Antigua and Barbuda	r=0.94	11yrs	290
Number of public school students in 10th grade	r=0.94	8yrs	288
Popularity of the first name Amari	r=0.94	11yrs	286
Patents granted in the US	r=0.86	12yrs	284
UFO sightings in Virginia	r=0.85	12yrs	283
Patents granted in the US	r=0.86	12yrs	282
Automotive recalls issued by BMW of North America	r=0.86	12yrs	282
Number of Las Vegas Hotel Room Check-Ins	r=0.88	10yrs	281
Electricity generation in Bahrain	r=0.94	11yrs	280
Total number of automotive recalls	r=0.87	12yrs	280
Automotive recalls for issues with Exterior Lighting	r=0.87	12yrs	278
Popularity of the first name Cyrus	r=0.93	12yrs	276
Number of public school students in 7th grade	r=0.93	8yrs	276
Hispanic cheese consumption	r=0.91	7yrs	272
Fossil fuel use in Bahrain	r=0.94	11yrs	270
GMO use in soybeans	r=0.9	6yrs	268
GMO use in soybeans	r=0.9	6yrs	268
Popularity of the first name Ryann	r=0.93	12yrs	266
Yearly Total Gross Income of US Farms	r=0.89	6yrs	262
Annual US household spending on utilities	r=0.9	6yrs	262
Renewable energy production in Cameroon	r=0.94	11yrs	260
US milk fat used to produce sour cream	r=0.94	6yrs	258
Popularity of the first name Chaim	r=0.93	12yrs	256
Renewable energy production in Costa Rica	r=0.94	11yrs	250
Number of public school students in 8th grade	r=0.92	8yrs	250
Popularity of the first name Alden	r=0.93	12yrs	246
US dairy skim solids used to produce sour cream	r=0.94	6yrs	246
Fossil fuel use in Honduras	r=0.94	11yrs	240
US kids in public school	r=0.91	8yrs	238
Popularity of the first name Mina	r=0.93	12yrs	236
GMO use in corn	r=0.87	6yrs	234
Electricity generation in Kiribati	r=0.94	11yrs	230
US average milk-fat content of sour cream	r=0.91	6yrs	230
Popularity of the first name Micah	r=0.92	12yrs	224
Nuclear power generation in Brazil	r=0.94	10yrs	218
Popularity of the first name Rylee	r=0.92	11yrs	214
Intel Corporation's annual revenue	r=0.89	9yrs	209
Electricity generation in Costa Rica	r=0.93	11yrs	208
Popularity of the first name Miracle	r=0.92	12yrs	204
Gender pay gap in the U.S.	r=0.87	8yrs	202
Italian-type cheese consumption	r=0.89	7yrs	199
Fossil fuel use in Cuba	r=0.93	11yrs	198
Total Number of Successful Mount Everest Climbs	r=0.86	9yrs	197
Popularity of the first name Isaias	r=0.92	12yrs	194
Number of public school students in 6th grade	r=0.87	8yrs	192
Total Sales at Clothing and Accessories Stores	r=0.85	8yrs	190
Mozzarella cheese consumption	r=0.89	7yrs	189
Electricity generation in Gambia	r=0.93	11yrs	188
US per-person consumption of bottled water	r=0.89	6yrs	185
Popularity of the first name Tatum	r=0.92	12yrs	184
Fossil fuel use in Gambia	r=0.93	11yrs	178
American cheese consumption	r=0.88	8yrs	178
Popularity of the first name Aliza	r=0.92	12yrs	174
Electricity generation in Kuwait	r=0.93	11yrs	168
US Bottled Water Consumption per Person	r=0.88	6yrs	165
Popularity of the first name Samira	r=0.92	12yrs	164
Natural cheese consumption	r=0.89	7yrs	162
Fossil fuel use in Mexico	r=0.93	11yrs	158
Popularity of the first name Elijah	r=0.91	12yrs	153
Electricity generation in Saint Vincent/Grenadines	r=0.93	11yrs	148
Popularity of the first name Julian	r=0.91	12yrs	143

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^{What is Sys. Score?} 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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