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

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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 South Dakota correlates with...

Variable	Correlation	Years	Has img?
Number of Lawyers in the United States	r=0.82	8yrs	Yes!

Votes for the Republican Presidential candidate in South Dakota also correlates with...

Variable	Correlation	Years	Sys. Score
Number of public school students in 6th grade	r=0.97	8yrs	372
Jet fuel used in Somalia	r=0.93	11yrs	335
Number of public school students in 7th grade	r=0.94	8yrs	318
Number of public school students in 5th grade	r=0.93	8yrs	316
US average dairy skim-solid content of yogurt, nonfrozen	r=0.91	6yrs	290
Gasoline pumped in Namibia	r=0.9	8yrs	262
Geothermal power generated in Costa Rica	r=0.87	8yrs	261
Number of public school students in 8th grade	r=0.89	8yrs	236
Liquefied petroleum gas used in Turkmenistan	r=0.89	8yrs	231
US kids in public school	r=0.87	8yrs	222
Liquefied petroleum gas used in Slovenia	r=0.88	8yrs	220
Number of public school students in 4th grade	r=0.86	8yrs	211
Jet fuel used in Micronesia	r=0.86	6yrs	204
Number of public school students in 10th grade	r=0.85	8yrs	200
Hot days in Sydney	r=0.84	12yrs	170
Average household spend on Christmas Gifts	r=0.85	6yrs	157
The number of movies Laura Linney appeared in	r=0.83	8yrs	156
American cheese consumption	r=0.8	8yrs	152
Milk-fat consumption	r=0.79	8yrs	150
Number of Registered Vehicles in the US	r=0.82	8yrs	147
The number of movies Don Cheadle appeared in	r=0.75	9yrs	145
Number of households headed by single fathers in the United States	r=0.79	8yrs	144
Annual Revenue of Walt Disney Company	r=0.78	8yrs	144
Popularity of the first name Emani	r=0.81	8yrs	144
Average SAT score in math	r=0.76	8yrs	142
Popularity of the first name Kennedi	r=0.79	8yrs	141
Total Sales at Clothing and Accessories Stores	r=0.74	8yrs	138
Intel Corporation's annual revenue	r=0.75	9yrs	138
Gender pay gap in the U.S.	r=0.74	8yrs	138
Total private high school enrollment in the United States	r=0.74	11yrs	138
Inflation in the US	r=0.75	8yrs	136
Popularity of the first name Harlie	r=0.74	8yrs	134
Annual US household spending on vehicle purchaes	r=0.81	6yrs	134
Annual US household spending on used cars	r=0.81	6yrs	134
The number of movies Judi Dench appeared in	r=0.67	10yrs	134
Automotive recalls for issues with the Tires	r=0.7	12yrs	133
Median US Household Income	r=0.72	8yrs	132
Annual US household spending on new cars	r=0.8	6yrs	132
US household spending on medical supplies	r=0.8	6yrs	132
US household spending on major appliances	r=0.77	6yrs	128
Frank Lampard's Premier League goal tally	r=0.78	6yrs	126
Automotive recalls for issues with Latches/Locks/Linkages	r=0.6	12yrs	118
Automotive recalls issued by Toyota	r=0.67	6yrs	117
Average temperature in Sydney	r=0.58	12yrs	116
Cream and Neufchatel cheese consumption	r=0.77	7yrs	116
US household spending on used cars	r=0.69	6yrs	115
Automotive recalls issued by Honda	r=0.61	10yrs	112
UFO sightings in South Dakota	r=0.55	10yrs	106
Popularity of the first name Zaria	r=0.72	8yrs	100
The number of movies Matt Damon appeared in	r=0.69	8yrs	95
Nuclear power generation in Mexico	r=0.84	8yrs	92
Popularity of the first name Rylie	r=0.69	9yrs	87
Yogurt consumption	r=0.7	8yrs	86
Number of highschoolers in the US	r=0.84	8yrs	83
The number of movies Brendan Gleeson appeared in	r=0.68	7yrs	83
Biomass power generated in Taiwan	r=0.84	8yrs	82
Cheddar cheese consumption	r=0.7	7yrs	76
Popularity of the first name Armani	r=0.68	9yrs	76
Liquefied petroleum gas used in Dominica	r=0.84	9yrs	70
US Shoe Store Sales	r=0.7	8yrs	69
Number of public school students in 11th grade	r=0.81	8yrs	68
The number of movies Anthony Hopkins appeared in	r=-0.88	11yrs	68
American-type cheese consumption	r=0.69	7yrs	64
Popularity of the first name Elle	r=0.67	9yrs	64
Annual sales of the U.S. auto industry	r=0.71	6yrs	63
Liquefied petroleum gas used in Czechia	r=0.85	7yrs	59
Number of public school students in 9th grade	r=0.8	8yrs	57
The number of movies Kirsten Dunst appeared in	r=0.64	7yrs	56
Annual count of part-time employees in the United States	r=0.67	8yrs	54
Mozzarella cheese consumption	r=0.69	7yrs	54
Electricity generation in Bosnia and Herzegovina	r=0.81	8yrs	47
Popularity of the first name Tyson	r=0.58	12yrs	44
The number of movies Michelle Rodriguez appeared in	r=0.61	6yrs	41
Number of public school students in 12th grade	r=0.76	8yrs	41
Italian-type cheese consumption	r=0.67	7yrs	41
US Highway Vehicle Gasoline Consumption	r=0.63	8yrs	38
Jet fuel used in Mauritania	r=0.79	11yrs	34
Popularity of the first name Kelci	r=-0.91	11yrs	32
Super Bowl TV viewership	r=0.58	8yrs	31
The number of movies Sean Astin appeared in	r=0.59	8yrs	30
Natural cheese consumption	r=0.7	7yrs	28
Jet fuel used in Aruba	r=0.8	7yrs	22
Popularity of the first name Zoie	r=0.62	10yrs	18
The number of movies Ben Affleck appeared in	r=0.59	6yrs	18
Butter consumption	r=0.63	8yrs	16
Number of public school students in 3rd grade	r=0.7	8yrs	12
Petroluem consumption in Namibia	r=0.79	8yrs	11
Popularity of the first name Shawnee	r=-0.86	12yrs	8
The number of movies Judy Garland appeared in	r=0.58	8yrs	8
US average dairy skim-solid content of fluid beverage milk	r=0.69	6yrs	2
Petroluem consumption in Turkmenistan	r=0.79	8yrs	1
US average dairy skim-solid content of cottage cheese	r=0.68	6yrs	-9
Electricity generation in Aruba	r=0.76	9yrs	-10
The number of Breweries in the United States	r=0.61	8yrs	-17
Hispanic cheese consumption	r=0.6	7yrs	-20
Hydopower energy generated in Slovenia	r=0.74	8yrs	-24
US average dairy skim-solid content of frozen dairy products	r=0.65	6yrs	-34
Gasoline pumped in Belize	r=0.74	11yrs	-34
Kerosene used in New Caledonia	r=0.75	9yrs	-44
Gasoline pumped in Turkmenistan	r=0.76	8yrs	-54

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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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