Top variables that correlate with Votes for Republican Senators in South Dakota

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Data source: MIT Election Data and Science Lab, Harvard Dataverse
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Votes for Republican Senators in South Dakota correlates with...

Variable	Correlation	Years	Sys. Score
Global Commercial Vehicle Production	r=0.93	6yrs	296
The number of social and community service managers in South Dakota	r=0.89	6yrs	260
Total U.S. grain export volume	r=0.87	7yrs	258
Total private high school enrollment in the United States	r=0.79	14yrs	164
Milk-fat consumption	r=0.82	11yrs	158
American cheese consumption	r=0.81	11yrs	156
The number of movies Jessica Biel appeared in	r=0.83	7yrs	155
The number of movies Joan Crawford appeared in	r=0.82	7yrs	154
Gender pay gap in the U.S.	r=0.82	11yrs	153
American-type cheese consumption	r=0.79	9yrs	151
Automotive recalls issued by Keystone RV Company	r=0.82	7yrs	150
Average household spend on Christmas Gifts	r=0.79	7yrs	149
Nuclear power generation in Russia	r=0.81	10yrs	149
Gasoline pumped in Georgia	r=0.83	10yrs	149
Wind power generated in Mauritius	r=0.83	6yrs	148
The number of movies Michelle Rodriguez appeared in	r=0.77	7yrs	146
The number of occupational therapists in South Dakota	r=0.82	6yrs	145
Motor vehicle thefts in South Dakota	r=0.73	12yrs	145
Number of households headed by single fathers in the United States	r=0.77	11yrs	144
Annual Revenue of Walt Disney Company	r=0.76	10yrs	143
Total employee count at Continental AG	r=0.78	7yrs	142
Internet Access Rate among US Citizens	r=0.79	7yrs	142
Popularity of the first name River	r=0.77	12yrs	142
US household spending on major appliances	r=0.79	7yrs	142
Intel Corporation's annual revenue	r=0.76	11yrs	141
Number of Lawyers in the United States	r=0.71	11yrs	141
Automotive recalls issued by Mercedes-Benz USA	r=0.68	15yrs	138
Number of public school students in 12th grade	r=0.72	11yrs	138
The distance between Neptune and Uranus	r=0.7	15yrs	138
Customer satisfaction with Dell	r=0.75	8yrs	138
Robberies in South Dakota	r=0.67	12yrs	136
Automotive recalls issued by Hyundai Motor America	r=0.69	11yrs	135
Number of public school students in 11th grade	r=0.7	11yrs	135
Google searches for 'President phone number'	r=0.79	6yrs	135
Automotive recalls issued by Honda	r=0.66	14yrs	134
Customer satisfaction with Publix	r=0.71	9yrs	133
Restaurant spending in South Dakota	r=0.71	8yrs	132
Popularity of the first name Melody	r=0.68	15yrs	132
Popularity of the first name Armani	r=0.7	12yrs	132
The number of food service managers in South Dakota	r=0.8	6yrs	132
Customer satisfaction with Dillard's	r=0.7	9yrs	132
Automotive recalls for issues with the Air Bags	r=0.69	11yrs	130
Number of Earthquakes in the United States	r=0.72	8yrs	129
Number of times 4 was a winning Mega Millions number	r=0.76	6yrs	129
Number of highschoolers in the US	r=0.66	11yrs	129
Google searches for 'how to move to europe'	r=0.73	6yrs	129
Automotive recalls issued by Volkswagen Group of America	r=0.62	15yrs	128
Google searches for 'how to immigrate to canada'	r=0.73	6yrs	128
The number of Breweries in the United States	r=0.76	11yrs	118
Cheddar cheese consumption	r=0.75	9yrs	115
Biomass power generated in South Korea	r=0.79	9yrs	115
The number of movies Ben Affleck appeared in	r=0.69	9yrs	106
Mozzarella cheese consumption	r=0.75	9yrs	105
Renewable energy production in Burkina Faso	r=0.77	11yrs	104
The number of motorcycle mechanics in South Dakota	r=0.8	6yrs	102
Popularity of the first name Leon	r=0.67	15yrs	100
Number of public school students in 10th grade	r=0.66	11yrs	99
Google searches for 'smol'	r=0.76	6yrs	98
Butter consumption	r=0.73	11yrs	94
Nuclear power generation in China	r=0.78	10yrs	94
US Tree Nut Consumption per Person	r=0.78	7yrs	90
Popularity of the first name Rory	r=0.67	15yrs	90
The number of physical therapists in South Dakota	r=0.79	6yrs	90
Google searches for 'luke skywalker'	r=0.75	6yrs	86
Italian-type cheese consumption	r=0.74	9yrs	84
Wind power generated in Germany	r=0.78	10yrs	84
Sales of LP/Vinyl Albums	r=0.7	9yrs	84
Popularity of the first name Elle	r=0.68	13yrs	80
The number of cardiovascular technicians in South Dakota	r=0.78	6yrs	79
Inflation in the US	r=0.73	10yrs	76
Liquefied petroleum gas used in Samoa	r=0.82	7yrs	74
Hispanic cheese consumption	r=0.73	9yrs	72
Number of Registered Vehicles in the US	r=0.73	11yrs	71
Popularity of the first name Ira	r=0.67	15yrs	70
Median US Household Income	r=0.72	11yrs	65
Wind power generated in Japan	r=0.76	10yrs	62
US average dairy skim-solid content of frozen dairy products	r=0.8	7yrs	60
Popularity of the first name Waylon	r=0.66	15yrs	58
Number of firearms manufactured in the US	r=0.69	12yrs	57
Biomass power generated in Thailand	r=0.77	9yrs	52
Natural cheese consumption	r=0.77	9yrs	50
Popularity of the first name Beau	r=0.65	15yrs	47
Jet fuel used in Comoros	r=0.78	11yrs	42
Cream and Neufchatel cheese consumption	r=0.71	9yrs	39
Popularity of the first name Mateo	r=0.65	15yrs	37
Liquefied petroleum gas used in Togo	r=0.8	8yrs	32
Popularity of the first name Tobias	r=0.65	15yrs	27
Yogurt consumption	r=0.67	11yrs	25
Jet fuel used in Vietnam	r=0.78	11yrs	22
Popularity of the first name Barrett	r=0.65	15yrs	17
Jet fuel used in Bangladesh	r=0.75	14yrs	11
Popularity of the first name Rosemary	r=0.64	15yrs	6
Fossil fuel use in Eritrea	r=0.76	9yrs	0
Popularity of the first name Rhett	r=0.64	15yrs	-4
Wind power generated in Italy	r=0.74	11yrs	-10
Popularity of the first name Emilia	r=0.64	15yrs	-14
Electricity generation in Palestinian Territories	r=0.77	7yrs	-20
Popularity of the first name Adonis	r=0.64	15yrs	-24
Wind power generated in China	r=0.73	11yrs	-32
Biomass power generated in Singapore	r=0.73	11yrs	-42
Gasoline pumped in Gibraltar	r=0.75	11yrs	-52

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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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