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

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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 Minnesota correlates with...

Variable	Correlation	Years	Sys. Score
Number of public school students in 6th grade	r=0.95	8yrs	320
Number of public school students in 7th grade	r=0.93	8yrs	316
Liquefied petroleum gas used in Slovenia	r=0.95	8yrs	315
Jet fuel used in Somalia	r=0.9	11yrs	310
Number of public school students in 8th grade	r=0.91	8yrs	298
Biomass power generated in Taiwan	r=0.88	8yrs	262
US milk fat used to produce cottage cheese	r=0.87	6yrs	258
Frank Lampard's Premier League goal tally	r=0.85	6yrs	252
Number of public school students in 9th grade	r=0.9	8yrs	237
Gasoline pumped in Namibia	r=0.88	8yrs	230
Number of public school students in 5th grade	r=0.89	8yrs	226
Liquefied petroleum gas used in Djibouti	r=0.87	8yrs	218
US kids in public school	r=0.88	8yrs	214
Liquefied petroleum gas used in Turkmenistan	r=0.86	8yrs	206
Number of public school students in 10th grade	r=0.88	8yrs	204
Number of highschoolers in the US	r=0.86	8yrs	191
Average SAT score in math	r=0.79	8yrs	147
Number of Lawyers in the United States	r=0.76	8yrs	146
Popularity of the first name Emani	r=0.82	8yrs	146
Number of Registered Vehicles in the US	r=0.8	8yrs	144
Popularity of the first name Jaylen	r=0.8	8yrs	142
Total Sales at Clothing and Accessories Stores	r=0.75	8yrs	140
US Highway Vehicle Gasoline Consumption	r=0.77	8yrs	140
Popularity of the first name Zaria	r=0.78	8yrs	140
Number of households headed by single fathers in the United States	r=0.72	8yrs	134
The number of movies Jude Law appeared in	r=0.76	6yrs	134
Automotive recalls issued by Mack Trucks	r=0.67	11yrs	132
The number of movies Judi Dench appeared in	r=0.65	10yrs	131
Hot days in Sydney	r=0.67	12yrs	130
Disney movies released	r=0.72	6yrs	128
US household spending on new cars	r=0.77	6yrs	128
Automotive recalls for issues with the Tires	r=0.66	12yrs	127
Milk-fat consumption	r=0.7	8yrs	126
American cheese consumption	r=0.69	8yrs	125
Total private high school enrollment in the United States	r=0.65	11yrs	124
Annual Revenue of Walt Disney Company	r=0.69	8yrs	120
Inflation in the US	r=0.7	8yrs	119
US household spending on alcoholic beverages	r=0.71	6yrs	118
Annual count of part-time employees in the United States	r=0.68	8yrs	116
Gender pay gap in the U.S.	r=0.65	8yrs	114
US household spending on beef	r=0.68	6yrs	114
US household spending on meats, poultry, fish, and eggs	r=0.67	6yrs	112
US household spending on pork	r=0.67	6yrs	112
US household spending on fish and seafood	r=0.67	6yrs	112
US household spending on furniture	r=0.67	6yrs	112
US household spending on laundry and cleaning supplies	r=0.66	6yrs	111
Popularity of the first name Kennedi	r=0.78	8yrs	110
Air pollution in Minneapolis	r=0.58	11yrs	110
US household spending on vehicle purchaes	r=0.64	6yrs	108
Afghanistan's Estimated Opium Production	r=0.6	8yrs	104
Final match set count at Chennai Open	r=0.6	7yrs	103
GMO use in corn grown in Minnesota	r=0.57	6yrs	103
Yogurt consumption	r=0.69	8yrs	95
The number of movies Laura Linney appeared in	r=0.68	8yrs	94
Geothermal power generated in Costa Rica	r=0.85	8yrs	93
Popularity of the first name Tyson	r=0.7	12yrs	92
Jet fuel used in Mauritania	r=0.84	11yrs	82
Popularity of the first name Jaylin	r=0.73	8yrs	82
US production of cottage cheese	r=0.71	6yrs	78
The number of movies Scarlett Johansson appeared in	r=0.64	6yrs	76
Number of public school students in 4th grade	r=0.82	8yrs	70
Popularity of the first name Harlie	r=0.71	8yrs	69
Electricity generation in Czechia	r=0.81	7yrs	66
The number of movies Anthony Hopkins appeared in	r=-0.86	11yrs	66
US dairy skim solids used to produce cottage cheese	r=0.69	6yrs	64
Number of public school students in 11th grade	r=0.81	8yrs	58
Jet fuel used in Aruba	r=0.83	7yrs	56
US Shoe Store Sales	r=0.6	8yrs	54
The number of movies Matt Damon appeared in	r=0.62	8yrs	54
Cheddar cheese consumption	r=0.61	7yrs	52
Liquefied petroleum gas used in Saint Kitts and Nevis	r=0.84	6yrs	46
Popularity of the first name Devante	r=-0.93	9yrs	42
The number of movies Don Cheadle appeared in	r=0.6	9yrs	42
Number of public school students in 12th grade	r=0.75	8yrs	40
Cream and Neufchatel cheese consumption	r=0.59	7yrs	39
Electricity generation in Bosnia and Herzegovina	r=0.79	8yrs	34
Popularity of the first name Romello	r=-0.95	7yrs	32
The number of movies Cate Blanchett appeared in	r=0.6	7yrs	30
Nuclear power generation in Mexico	r=0.79	8yrs	24
Mozzarella cheese consumption	r=0.54	7yrs	22
Popularity of the first name Devonta	r=-0.91	10yrs	20
The number of movies Sean Astin appeared in	r=0.59	8yrs	20
Electricity generation in Namibia	r=0.79	7yrs	13
Number of public school students in 3rd grade	r=0.69	8yrs	10
Popularity of the first name Dalvin	r=-0.89	12yrs	10
The number of movies Kirsten Dunst appeared in	r=0.59	7yrs	9
Liquefied petroleum gas used in Lithuania	r=0.79	8yrs	1
Popularity of the first name Montel	r=-0.88	12yrs	0
The number of movies Jamie Foxx appeared in	r=0.57	6yrs	-5
Jet fuel used in Turkmenistan	r=0.78	8yrs	-10
Popularity of the first name Devonte	r=-0.87	11yrs	-12
The number of movies Amy Poehler appeared in	r=0.56	6yrs	-16
Popularity of the first name Raheem	r=-0.87	12yrs	-22
Electricity generation in Germany	r=0.73	8yrs	-25
Popularity of the first name Shawnee	r=-0.87	12yrs	-32
Petroluem consumption in Turkmenistan	r=0.75	8yrs	-35
Popularity of the first name Denzel	r=-0.86	11yrs	-44
Geothermal power generated in Russia	r=0.72	8yrs	-46
Popularity of the first name Shelbi	r=-0.84	12yrs	-54
Fossil fuel use in Bosnia and Herzegovina	r=0.71	8yrs	-58
Popularity of the first name Malika	r=-0.84	12yrs	-64

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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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