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	Has img?
Number of Registered Vehicles in the US	r=0.94	8yrs	No
Popularity of the first name Tatum	r=0.91	12yrs	Yes!
Automotive recalls for issues with Exterior Lighting	r=0.91	12yrs	Yes!

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

Variable	Correlation	Years	Sys. Score
Geothermal power generated in Costa Rica	r=0.98	8yrs	372
Biomass power generated in Taiwan	r=0.98	8yrs	372
Liquefied petroleum gas used in Turkmenistan	r=0.97	8yrs	368
Number of public school students in 7th grade	r=0.96	8yrs	351
Number of public school students in 8th grade	r=0.95	8yrs	350
Number of highschoolers in the US	r=0.95	8yrs	350
Frank Lampard's Premier League goal tally	r=0.98	6yrs	346
Popularity of the first name Owen	r=0.91	12yrs	333
Popularity of the first name Malachi	r=0.91	12yrs	333
Electricity generation in Namibia	r=0.96	7yrs	318
Popularity of the first name Cyrus	r=0.91	12yrs	303
Annual US household spending on laundry and cleaning supplies	r=0.94	6yrs	298
Liquefied petroleum gas used in Papua New Guinea	r=0.93	11yrs	295
Annual US household spending on housekeeping supplies	r=0.91	6yrs	294
Popularity of the first name Samara	r=0.91	12yrs	293
Annual US household spending on fish and seafood	r=0.9	6yrs	292
Number of public school students in 10th grade	r=0.95	8yrs	290
Kerosene used in Samoa	r=0.93	11yrs	285
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.87	11yrs	284
Automotive recalls issued by BMW of North America	r=0.88	12yrs	284
UFO sightings in Minnesota	r=0.86	12yrs	284
Popularity of the first name Nasir	r=0.91	12yrs	283
Total number of automotive recalls	r=0.88	12yrs	282
Number of public school students in 11th grade	r=0.94	8yrs	278
USA Population	r=0.86	12yrs	277
Popularity of the first name Chana	r=0.9	12yrs	272
Number of Lawyers in the United States	r=0.9	8yrs	272
Milk-fat consumption	r=0.88	8yrs	268
American cheese consumption	r=0.87	8yrs	267
Yogurt consumption	r=0.87	8yrs	267
The number of movies Judy Garland appeared in	r=0.87	8yrs	267
Number of households headed by single fathers in the United States	r=0.9	8yrs	266
Inflation in the US	r=0.9	8yrs	264
Popularity of the first name Mina	r=0.9	12yrs	262
Annual Revenue of Walt Disney Company	r=0.87	8yrs	262
Gender pay gap in the U.S.	r=0.85	8yrs	260
US Tree Nut Consumption per Person	r=0.89	6yrs	260
Annual US household spending on meats, poultry, fish, and eggs	r=0.89	6yrs	260
Annual US household spending on poultry	r=0.88	6yrs	259
Annual US household spending on alcoholic beverages	r=0.88	6yrs	259
Intel Corporation's annual revenue	r=0.85	9yrs	258
Annual US household spending on other household products	r=0.87	6yrs	258
Internet Access Rate among US Citizens	r=0.86	6yrs	256
Fossil fuel use in Honduras	r=0.91	11yrs	255
Number of public school students in 12th grade	r=0.92	8yrs	250
Electricity generation in Kiribati	r=0.91	11yrs	245
US kids in public school	r=0.91	8yrs	238
Popularity of the first name Amari	r=0.91	11yrs	232
Gasoline pumped in Equatorial Guinea	r=0.91	11yrs	232
Number of public school students in 6th grade	r=0.91	8yrs	228
US average milk-fat content of sour cream	r=0.89	6yrs	228
Gasoline pumped in Lesotho	r=0.91	11yrs	222
Gasoline pumped in Namibia	r=0.93	8yrs	212
Popularity of the first name Leila	r=0.9	12yrs	212
Liquefied petroleum gas used in Senegal	r=0.91	11yrs	202
Popularity of the first name Natalia	r=0.89	12yrs	200
Petroluem consumption in Turkmenistan	r=0.93	8yrs	192
Popularity of the first name Malia	r=0.89	12yrs	190
Petroluem consumption in Bahrain	r=0.9	11yrs	180
Popularity of the first name Raegan	r=0.89	12yrs	180
Patents granted in the US	r=0.84	12yrs	176
Budget for largest movie production	r=0.85	12yrs	174
Patents granted in the US	r=0.83	12yrs	172
Petroluem consumption in Malta	r=0.9	11yrs	170
Popularity of the first name Raina	r=0.89	12yrs	170
Petroluem consumption in Samoa	r=0.9	11yrs	160
Popularity of the first name Kenna	r=0.89	12yrs	160
Automotive recalls issued by Honda	r=0.84	10yrs	156
The number of movies Willem Dafoe appeared in	r=0.8	11yrs	154
Number of Miss World delegates	r=0.83	11yrs	152
GMO use in soybeans	r=0.81	6yrs	150
GMO use in soybeans	r=0.81	6yrs	150
Annual US household spending on eggs	r=0.85	6yrs	150
US household spending on property taxes	r=0.85	6yrs	150
Average SAT score in math	r=0.81	8yrs	150
Electricity generation in Bosnia and Herzegovina	r=0.92	8yrs	138
Popularity of the first name Simon	r=0.89	12yrs	130
Biomass power generated in Paraguay	r=0.91	7yrs	126
NASA's budget as a percentage of the total US Federal Budget	r=-0.95	12yrs	124
The number of movies Robert De Niro appeared in	r=0.77	12yrs	121
Popularity of the first name Georgia	r=0.89	12yrs	120
Hispanic cheese consumption	r=0.85	7yrs	118
Jet fuel used in Macau	r=0.93	7yrs	116
US Annual Tax Revenue	r=0.84	12yrs	114
Popularity of the first name Ella	r=0.89	12yrs	110
Mozzarella cheese consumption	r=0.85	7yrs	108
Popularity of the first name Jamison	r=0.89	12yrs	100
Italian-type cheese consumption	r=0.84	7yrs	96
Biomass power generated in Argentina	r=0.9	11yrs	94
Popularity of the first name Chaya	r=0.89	12yrs	90
Total Sales at Clothing and Accessories Stores	r=0.82	8yrs	85
Cream and Neufchatel cheese consumption	r=0.82	7yrs	84
Cheddar cheese consumption	r=0.82	7yrs	74
Average milk produced per cow in the US	r=0.81	11yrs	62
US milk fat used to produce sour cream	r=0.85	6yrs	50
American-type cheese consumption	r=0.8	7yrs	40
US Bottled Water Consumption per Person	r=0.84	6yrs	34
Natural cheese consumption	r=0.85	7yrs	30

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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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