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?
US household spending on alcoholic beverages	r=0.97	6yrs	No
Kerosene used in El Salvador	r=0.9	10yrs	Yes!
The divorce rate in Virginia	r=0.77	6yrs	No

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

Variable	Correlation	Years	Sys. Score
US household spending on laundry and cleaning supplies	r=0.99	6yrs	370
Physical album shipment volume in the United States	r=0.95	6yrs	300
US production of cottage cheese	r=0.93	6yrs	296
US household spending on prescription drugs	r=0.93	6yrs	296
Liquefied petroleum gas used in Greenland	r=0.94	6yrs	296
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.94	6yrs	295
GMO use in cotton	r=0.9	6yrs	295
US household spending on poultry	r=0.92	6yrs	295
US household spending on clothin for women	r=0.92	6yrs	295
US Barley Production Volume	r=0.91	6yrs	294
US dairy skim solids used to produce cottage cheese	r=0.92	6yrs	294
US household spending on postage and stationery	r=0.91	6yrs	294
Jet fuel used in Albania	r=0.91	7yrs	293
US household spending on food	r=0.9	6yrs	292
US household spending on beef	r=0.9	6yrs	292
Bankruptcy filings in the US	r=0.9	6yrs	268
The number of movies Andy Serkis appeared in	r=0.87	6yrs	265
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.92	6yrs	262
Popularity of the first name Jaylan	r=0.9	8yrs	262
US household spending on meats, poultry, fish, and eggs	r=0.89	6yrs	260
US household spending on clothing	r=0.89	6yrs	260
MTV VMA Viewer Count	r=0.88	6yrs	259
U.S. intercountry adoptions	r=0.87	6yrs	258
Academy Awards Ceremony Audience Size	r=0.87	6yrs	258
The marriage rate in Virginia	r=0.87	6yrs	258
US average milk-fat content of frozen dairy products	r=0.92	6yrs	252
Kerosene used in Israel	r=0.86	11yrs	244
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.9	6yrs	239
US average milk-fat content of cottage cheese	r=0.9	6yrs	229
Kerosene used in Ecuador	r=0.86	8yrs	216
US household spending on pork	r=0.88	6yrs	209
US household spending on books	r=0.88	6yrs	204
US household spending on transportation	r=0.87	6yrs	198
US household spending on processed fruits	r=0.86	6yrs	191
US average dairy skim-solid content of bulk evaporated and condensed milk	r=0.86	6yrs	183
Popularity of the first name Keyshawn	r=0.85	8yrs	150
The number of movies Julianne Moore appeared in	r=0.79	8yrs	150
The number of movies Kirsten Dunst appeared in	r=0.8	7yrs	150
Value of the Victoria's Secret Annual Fantasy Bra	r=0.83	6yrs	146
US Tobacco Production	r=0.83	6yrs	146
Popularity of the first name Adam	r=0.8	12yrs	146
Air pollution in Roanoke, Virginia	r=0.77	9yrs	144
Total annual sales of Ford Motors in the United States	r=0.82	6yrs	142
Air pollution in Richmond, Virginia	r=0.73	10yrs	138
Automotive recalls issued by Mack Trucks	r=0.67	11yrs	132
Air pollution in Richmond, Virginia	r=0.67	9yrs	128
Super Bowl point difference	r=0.65	12yrs	126
Popularity of the first name Lindsay	r=0.8	12yrs	116
Disney movies released	r=0.8	6yrs	110
Popularity of the first name Martina	r=0.8	12yrs	106
Kerosene used in Malaysia	r=0.82	11yrs	98
Air pollution in Richmond, Virginia	r=0.65	11yrs	98
Popularity of the first name Constance	r=0.79	12yrs	95
The number of movies Jude Law appeared in	r=0.73	6yrs	89
Gasoline pumped in Somalia	r=0.82	11yrs	88
Popularity of the first name Alicia	r=0.78	12yrs	84
Air pollution in Lynchburg, Virginia	r=0.72	6yrs	83
US household spending on floor coverings	r=0.84	6yrs	78
Geothermal power generated in Thailand	r=0.81	8yrs	77
Popularity of the first name Lance	r=0.78	12yrs	74
US household spending on personal care products and services	r=0.84	6yrs	73
US milk fat used to produce cottage cheese	r=0.85	6yrs	70
Gasoline pumped in Croatia	r=0.83	8yrs	67
US household spending on clothing for men	r=0.83	6yrs	66
Popularity of the first name Cassie	r=0.78	12yrs	64
US household spending on shoes	r=0.82	6yrs	60
US milk fat used to produce fluid beverage milk	r=0.83	6yrs	56
Fossil fuel use in Czechia	r=0.81	7yrs	56
Popularity of the first name Trista	r=0.78	12yrs	54
Gasoline pumped in Albania	r=0.8	11yrs	46
Popularity of the first name Kristal	r=0.78	12yrs	44
US household spending on new cars	r=0.81	6yrs	44
Portion of all US dairy skim-solids allocated to the production of evaporated and condensed milk	r=0.82	6yrs	42
US household spending on fresh milk and cream	r=0.8	6yrs	37
Kerosene used in Peru	r=0.8	11yrs	36
Popularity of the first name Daniel	r=0.77	12yrs	32
Annual US household spending on books	r=0.78	6yrs	29
Fossil fuel use in Slovakia	r=0.8	7yrs	24
US household spending on tobacco products and smoking supplies	r=0.78	6yrs	24
Popularity of the first name Joanna	r=0.77	12yrs	22
Average number of milk cows in the United States	r=0.64	11yrs	16
US household spending on furniture	r=0.76	6yrs	16
Hydopower energy generated in Ukraine	r=0.79	8yrs	14
Popularity of the first name Stefanie	r=0.77	12yrs	12
US household spending on dairy products	r=0.74	6yrs	8
Kerosene used in Eritrea	r=0.82	7yrs	4
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.77	6yrs	4
Popularity of the first name Lacy	r=0.77	12yrs	2
Jet fuel used in American Samoa	r=0.78	11yrs	-8
Popularity of the first name Matthew	r=0.76	12yrs	-10
Kerosene used in Brazil	r=0.78	10yrs	-18
Popularity of the first name Marcus	r=0.76	12yrs	-20
Kerosene used in Macau	r=0.78	11yrs	-28
Popularity of the first name Leann	r=0.76	12yrs	-30
Petroluem consumption in Bulgaria	r=0.77	11yrs	-39
Popularity of the first name Lynsey	r=0.76	12yrs	-40
Biomass power generated in Panama	r=0.74	11yrs	-50
Popularity of the first name Brenton	r=0.75	12yrs	-51

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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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