Top variables that correlate with Votes for the Republican Presidential candidate in North 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 North Dakota correlates with...

Variable	Correlation	Years	Sys. Score
Liquefied petroleum gas used in Turkmenistan	r=0.96	8yrs	346
Annual US household spending on furniture	r=0.95	6yrs	330
Jet fuel used in Micronesia	r=0.96	6yrs	330
Milk-fat consumption	r=0.94	8yrs	322
American cheese consumption	r=0.93	8yrs	321
Geothermal power generated in Costa Rica	r=0.95	8yrs	318
Cream and Neufchatel cheese consumption	r=0.93	7yrs	305
Annual Revenue of Walt Disney Company	r=0.91	8yrs	298
Number of public school students in 7th grade	r=0.9	8yrs	297
Air quality in Dickinson, North Dakota	r=0.91	6yrs	296
Annual US household spending on major appliances	r=0.92	6yrs	295
US household spending on healthcare	r=0.91	6yrs	294
Frank Lampard's Premier League goal tally	r=0.92	6yrs	292
Annual US household spending on vehicle purchaes	r=0.9	6yrs	292
Petroluem consumption in Turkmenistan	r=0.94	8yrs	284
Total private high school enrollment in the United States	r=0.85	11yrs	274
Gasoline pumped in Turkmenistan	r=0.93	8yrs	272
American-type cheese consumption	r=0.91	7yrs	272
The number of movies Laura Linney appeared in	r=0.89	8yrs	270
The number of movies Michelle Rodriguez appeared in	r=0.89	6yrs	268
Number of Lawyers in the United States	r=0.87	8yrs	267
Gender pay gap in the U.S.	r=0.89	8yrs	266
Number of households headed by single fathers in the United States	r=0.89	8yrs	264
Number of Registered Vehicles in the US	r=0.9	8yrs	264
Mozzarella cheese consumption	r=0.91	7yrs	262
US household spending on health insurance	r=0.9	6yrs	262
Inflation in the US	r=0.88	8yrs	261
Number of public school students in 8th grade	r=0.86	8yrs	261
Number of public school students in 11th grade	r=0.86	8yrs	261
Median US Household Income	r=0.87	8yrs	260
US Tree Nut Consumption per Person	r=0.89	6yrs	260
Annual US household spending on poultry	r=0.89	6yrs	260
Annual US household spending on household furnishings and equipment	r=0.89	6yrs	260
Annual US household spending on health insurance	r=0.89	6yrs	260
Intel Corporation's annual revenue	r=0.86	9yrs	259
US Wind Power Generation Capacity	r=0.88	6yrs	259
Annual US household spending on meats, poultry, fish, and eggs	r=0.88	6yrs	259
Annual US household spending on used cars	r=0.87	6yrs	258
Solar power generated in Cuba	r=0.93	6yrs	248
Natural cheese consumption	r=0.92	7yrs	246
Wind power generated in Morocco	r=0.93	6yrs	238
US average dairy skim-solid content of yogurt, nonfrozen	r=0.93	6yrs	234
Number of public school students in 12th grade	r=0.86	8yrs	231
Liquefied petroleum gas used in Czechia	r=0.94	7yrs	228
Number of public school students in 6th grade	r=0.85	8yrs	220
Electricity generation in Azerbaijan	r=0.91	8yrs	217
Annual US household spending on healthcare	r=0.87	6yrs	208
Nuclear power generation in Russia	r=0.91	8yrs	207
Annual US household spending on medical supplies	r=0.87	6yrs	203
Italian-type cheese consumption	r=0.89	7yrs	199
Hydopower energy generated in Slovenia	r=0.91	8yrs	197
Annual US household spending on new cars	r=0.86	6yrs	196
US household spending on fresh vegetables	r=0.86	6yrs	191
Wind power generated in Peru	r=0.92	6yrs	186
Hispanic cheese consumption	r=0.87	7yrs	186
Annual US household spending on home maintenance	r=0.85	6yrs	184
Wind power generated in Turkiye	r=0.92	6yrs	176
Cheddar cheese consumption	r=0.87	7yrs	176
Solar power generated in Bangladesh	r=0.91	6yrs	165
US average milk-fat content of cheese (other than cottage cheese)	r=0.88	6yrs	156
Wind power generated in Poland	r=0.91	6yrs	155
Popularity of the first name Rose	r=0.81	12yrs	148
Popularity of the first name River	r=0.83	9yrs	148
Hot days in Sydney	r=0.79	12yrs	148
UFO sightings in North Dakota	r=0.76	8yrs	146
Popularity of the first name Rory	r=0.8	12yrs	146
Jet fuel used in Bhutan	r=0.93	6yrs	145
US average dairy skim-solid content of yogurt, nonfrozen	r=0.85	6yrs	142
Automotive recalls issued by Hyundai Motor America	r=0.76	7yrs	142
Petroluem consumption in Micronesia	r=0.93	6yrs	135
Popularity of the first name Kennedi	r=0.82	8yrs	116
Popularity of the first name Amos	r=0.79	12yrs	105
Petroluem consumption in Guyana	r=0.86	11yrs	104
Number of highschoolers in the US	r=0.84	8yrs	103
Sales of LP/Vinyl Albums	r=0.8	7yrs	97
Popularity of the first name Melody	r=0.78	12yrs	94
Number of public school students in 10th grade	r=0.84	8yrs	93
Global Commercial Vehicle Production	r=0.85	6yrs	85
Popularity of the first name Elle	r=0.8	9yrs	84
Fossil fuel use in Azerbaijan	r=0.89	8yrs	84
US kids in public school	r=0.8	8yrs	77
US per-person consumption of bottled water	r=0.83	6yrs	76
Electricity generation in Bosnia and Herzegovina	r=0.89	8yrs	74
Annual US household spending on laundry and cleaning supplies	r=0.84	6yrs	73
US household spending on home maintenance	r=0.84	6yrs	68
Number of public school students in 5th grade	r=0.77	8yrs	62
Annual US household spending on fresh vegetables	r=0.83	6yrs	61
The number of Breweries in the United States	r=0.84	8yrs	58
Annual US household spending on rented dwellings	r=0.83	6yrs	56
US household spending on fresh fruits	r=0.83	6yrs	51
US household spending on rented dwellings	r=0.83	6yrs	46
Annual US household spending on fish and seafood	r=0.82	6yrs	40
Butter consumption	r=0.84	8yrs	38
Annual US household spending on fruits and vegetables	r=0.82	6yrs	35
US Bottled Water Consumption per Person	r=0.83	6yrs	32
Annual US household spending on fresh fruits	r=0.82	6yrs	30
Yogurt consumption	r=0.8	8yrs	22
US production of cheese (other than cottage cheese)	r=0.83	6yrs	6
US milk fat used to produce cheese (excluding cottage cheese)	r=0.83	6yrs	-4
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.82	6yrs	-16
US average dairy skim-solid content of frozen dairy products	r=0.82	6yrs	-28

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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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