Top variables that correlate with Votes for the Democratic 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 Democratic Presidential candidate in Virginia correlates with...

Variable	Correlation	Years	Has img?
Liquefied petroleum gas used in Chile	r=0.98	10yrs	No
US household spending on pets, toys, and hobbies	r=0.97	6yrs	No
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.93	11yrs	Yes!
Inflation in the US	r=0.93	8yrs	No
Public school high school enrollments in the United States	r=0.9	11yrs	No

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

Variable	Correlation	Years	Sys. Score
Geothermal power generated in Portugal	r=0.97	11yrs	404
Electricity generation in El Salvador	r=0.97	11yrs	404
Biomass power generated in Netherlands	r=0.96	11yrs	402
Popularity of the first name Kolton	r=0.96	10yrs	368
Electricity generation in Grenada	r=0.95	11yrs	361
Fossil fuel use in Grenada	r=0.95	11yrs	351
Average milk produced per cow in the US	r=0.94	11yrs	341
Electricity generation in Netherlands	r=0.95	11yrs	341
Popularity of the first name Amari	r=0.94	11yrs	336
Popularity of the first name Noor	r=0.92	11yrs	334
Annual US household spending on dairy products	r=0.97	6yrs	332
Electricity generation in Saint Vincent/Grenadines	r=0.95	11yrs	331
Petroluem consumption in Chile	r=0.96	11yrs	320
Number of public school students in 12th grade	r=0.93	8yrs	316
Liquefied petroleum gas used in Ecuador	r=0.96	11yrs	310
Popularity of the first name Madelynn	r=0.92	11yrs	304
Yogurt consumption	r=0.91	8yrs	303
Number of Lawyers in the United States	r=0.9	8yrs	302
US household spending on property taxes	r=0.95	6yrs	300
Annual US household spending on pets, toys, and hobbies	r=0.95	6yrs	300
Jet fuel used in Kenya	r=0.96	11yrs	300
Number of public school students in 11th grade	r=0.91	8yrs	298
Total Federal Construction Expenditure in the United States	r=0.94	6yrs	298
Annual US household spending on electricity	r=0.93	6yrs	296
Annual US household spending on utilities	r=0.93	6yrs	296
Number of Registered Vehicles in the US	r=0.91	8yrs	296
Annual US household spending on transportation	r=0.91	6yrs	294
Annual US household spending on eggs	r=0.91	6yrs	294
Annual US household spending on entertainment	r=0.9	6yrs	292
Annual US household spending on property taxes	r=0.9	6yrs	292
Popularity of the first name Rylee	r=0.91	11yrs	292
Portion of all US dairy skim-solids allocated to the production of butter	r=0.91	6yrs	290
Petroluem consumption in Brunei	r=0.95	11yrs	288
The number of movies Meryl Streep appeared in	r=0.88	10yrs	286
The distance between Uranus and Saturn	r=0.86	12yrs	278
Gasoline pumped in Cayman Islands	r=0.95	11yrs	278
Liquefied petroleum gas used in Dominican Republic	r=0.95	11yrs	268
Number of highschoolers in the US	r=0.89	8yrs	266
GMO use in corn	r=0.89	6yrs	266
Annual Revenue of Walt Disney Company	r=0.89	8yrs	266
Number of households headed by single fathers in the United States	r=0.9	8yrs	266
Intel Corporation's annual revenue	r=0.89	9yrs	264
Popularity of the first name Armani	r=0.94	9yrs	264
Yearly Total Gross Income of US Farms	r=0.89	6yrs	262
GMO use in cotton	r=0.87	6yrs	260
Gender pay gap in the U.S.	r=0.85	8yrs	260
Grocery store spend in Virginia	r=0.88	6yrs	258
Petroluem consumption in Honduras	r=0.95	11yrs	258
Total employee count at Continental AG	r=0.85	6yrs	256
Popularity of the first name Madilyn	r=0.93	9yrs	253
US household spending on eggs	r=0.9	6yrs	242
Popularity of the first name Jazlyn	r=0.92	10yrs	242
Hispanic cheese consumption	r=0.88	7yrs	238
Number of public school students in 10th grade	r=0.87	8yrs	232
Butter consumption	r=0.86	8yrs	226
Hydopower energy generated in Fiji	r=0.96	10yrs	222
Popularity of the first name Emani	r=0.91	8yrs	214
US production of butter	r=0.9	6yrs	212
Electricity generation in South Korea	r=0.95	11yrs	211
Annual US household spending on housing	r=0.89	6yrs	205
Hollister retail store count worldwide	r=0.85	6yrs	204
US milk fat used to produce butter	r=0.9	6yrs	202
US household spending on housing	r=0.88	6yrs	199
US dairy skim solids used to produce butter	r=0.9	6yrs	190
Annual US household spending on cereals and bakery products	r=0.85	6yrs	189
Popularity of the first name Damian	r=0.88	12yrs	188
Annual US household spending on bakery products	r=0.85	6yrs	184
US production of evaporated and condensed milk	r=0.87	6yrs	178
Popularity of the first name Nayeli	r=0.89	10yrs	178
Electricity generation in Argentina	r=0.94	11yrs	170
Popularity of the first name Sienna	r=0.87	12yrs	167
US milk fat used to produce sour cream	r=0.85	6yrs	164
Biomass power generated in Austria	r=0.94	11yrs	160
The number of movies Morgan Freeman appeared in	r=0.82	11yrs	158
UFO sightings in Virginia	r=0.82	12yrs	158
Popularity of the first name Phoebe	r=0.86	12yrs	156
Air quality in Richmond, Virginia	r=0.83	11yrs	154
Patents granted in the US	r=0.79	12yrs	154
GMO use in corn	r=0.83	6yrs	152
Patents granted in the US	r=0.78	12yrs	150
Electricity generation in Brazil	r=0.94	11yrs	150
Popularity of the first name Joaquin	r=0.86	12yrs	146
Popularity of the first name Jefferson	r=0.86	12yrs	136
Popularity of the first name Saige	r=0.88	10yrs	126
Popularity of the first name Jamari	r=0.87	11yrs	116
US kids in public school	r=0.83	8yrs	112
Popularity of the first name Jovani	r=0.87	11yrs	106
Popularity of the first name Teagan	r=0.87	10yrs	95
Afghanistan's Estimated Opium Production	r=0.84	8yrs	90
Popularity of the first name Jordyn	r=0.86	11yrs	84
American cheese consumption	r=0.84	8yrs	58
Milk-fat consumption	r=0.83	8yrs	46
US Bottled Water Consumption per Person	r=0.81	6yrs	40
Italian-type cheese consumption	r=0.81	7yrs	32
US production of yogurt, nonfrozen	r=0.85	6yrs	20
Mozzarella cheese consumption	r=0.8	7yrs	10

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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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