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	Has img?
Number of public school students in 6th grade	r=0.94	8yrs	Yes!
Liquefied petroleum gas used in Turkmenistan	r=0.91	8yrs	Yes!
Hot days in Sydney	r=0.87	12yrs	No
The distance between Jupiter and Mars	r=-0.82	12yrs	No

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

Variable	Correlation	Years	Sys. Score
Number of public school students in 7th grade	r=0.94	8yrs	318
Liquefied petroleum gas used in Czechia	r=0.91	7yrs	293
Jet fuel used in Micronesia	r=0.91	6yrs	292
US average dairy skim-solid content of yogurt, nonfrozen	r=0.91	6yrs	290
Number of public school students in 8th grade	r=0.89	8yrs	266
Air quality in Dickinson, North Dakota	r=0.88	6yrs	262
Annual US household spending on new cars	r=0.89	6yrs	260
Annual US household spending on vehicle purchaes	r=0.87	6yrs	258
Jet fuel used in Somalia	r=0.89	11yrs	249
Number of public school students in 5th grade	r=0.87	8yrs	232
Geothermal power generated in Costa Rica	r=0.88	8yrs	222
Gasoline pumped in Namibia	r=0.87	8yrs	208
The number of movies Laura Linney appeared in	r=0.85	8yrs	159
American cheese consumption	r=0.82	8yrs	154
Milk-fat consumption	r=0.81	8yrs	153
Air quality in Dickinson, North Dakota	r=0.84	6yrs	151
Number of Lawyers in the United States	r=0.79	8yrs	150
Annual Revenue of Walt Disney Company	r=0.79	8yrs	146
Number of Registered Vehicles in the US	r=0.81	8yrs	146
Annual US household spending on used cars	r=0.83	6yrs	146
US household spending on major appliances	r=0.82	6yrs	145
Average SAT score in math	r=0.77	8yrs	144
Number of households headed by single fathers in the United States	r=0.78	8yrs	142
Gender pay gap in the U.S.	r=0.77	8yrs	142
The number of movies Matt Damon appeared in	r=0.73	8yrs	141
Median US Household Income	r=0.77	8yrs	140
Average household spend on Christmas Gifts	r=0.79	6yrs	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 Kennedi	r=0.76	8yrs	136
The number of movies Judi Dench appeared in	r=0.68	10yrs	136
Popularity of the first name Emani	r=0.74	8yrs	134
Intel Corporation's annual revenue	r=0.72	9yrs	133
US household spending on medical supplies	r=0.78	6yrs	129
Automotive recalls for issues with the Tires	r=0.67	12yrs	128
Annual US household spending on furniture	r=0.74	6yrs	123
Frank Lampard's Premier League goal tally	r=0.76	6yrs	123
Automotive recalls for issues with Latches/Locks/Linkages	r=0.62	12yrs	121
Total Sales at Clothing and Accessories Stores	r=0.69	8yrs	120
Cream and Neufchatel cheese consumption	r=0.79	7yrs	119
UFO sightings in North Dakota	r=0.64	8yrs	118
Popularity of the first name Ruth	r=0.61	12yrs	118
Average temperature in Sydney	r=0.59	12yrs	118
Automotive recalls issued by Honda	r=0.63	10yrs	115
Annual US household spending on pork	r=0.69	6yrs	115
Automotive recalls issued by Toyota	r=0.65	6yrs	114
Annual US household spending on beef	r=0.67	6yrs	112
Number of public school students in 10th grade	r=0.83	8yrs	112
Runs Scored by Winning Team in World Series	r=0.56	10yrs	108
Cheddar cheese consumption	r=0.76	7yrs	104
The number of movies Don Cheadle appeared in	r=0.68	9yrs	104
US kids in public school	r=0.82	8yrs	100
Number of highschoolers in the US	r=0.82	8yrs	90
Biomass power generated in Taiwan	r=0.83	8yrs	90
The number of movies Brendan Gleeson appeared in	r=0.7	7yrs	86
Popularity of the first name Amos	r=0.59	12yrs	85
American-type cheese consumption	r=0.73	7yrs	80
Liquefied petroleum gas used in Slovenia	r=0.84	8yrs	78
Number of public school students in 11th grade	r=0.79	8yrs	76
Popularity of the first name Elle	r=0.65	9yrs	71
The number of movies Ben Affleck appeared in	r=0.67	6yrs	70
Electricity generation in Bosnia and Herzegovina	r=0.8	8yrs	66
US average dairy skim-solid content of fluid beverage milk	r=0.78	6yrs	66
Number of public school students in 4th grade	r=0.78	8yrs	64
Popularity of the first name Armani	r=0.64	9yrs	60
US Shoe Store Sales	r=0.67	8yrs	59
The number of movies Sean Astin appeared in	r=0.63	8yrs	56
Nuclear power generation in Mexico	r=0.8	8yrs	56
Mozzarella cheese consumption	r=0.7	7yrs	56
Sales of LP/Vinyl Albums	r=0.59	7yrs	50
Popularity of the first name Rylie	r=0.64	9yrs	50
Number of public school students in 9th grade	r=0.75	8yrs	50
The number of movies Michelle Rodriguez appeared in	r=0.64	6yrs	46
Hydopower energy generated in Slovenia	r=0.79	8yrs	44
Yogurt consumption	r=0.68	8yrs	44
Time Person of the Year's Age at Recognition	r=0.64	9yrs	43
Popularity of the first name Kelci	r=-0.89	11yrs	40
Number of public school students in 12th grade	r=0.75	8yrs	40
The number of movies Kirsten Dunst appeared in	r=0.63	7yrs	35
Petroluem consumption in Turkmenistan	r=0.81	8yrs	34
Italian-type cheese consumption	r=0.68	7yrs	33
Popularity of the first name River	r=0.63	9yrs	28
The number of movies Will Smith appeared in	r=0.62	8yrs	24
US average dairy skim-solid content of cottage cheese	r=0.75	6yrs	22
Jet fuel used in Mauritania	r=0.77	11yrs	21
The number of Breweries in the United States	r=0.66	8yrs	20
Popularity of the first name Najee	r=-0.87	11yrs	18
Natural cheese consumption	r=0.72	7yrs	11
Gasoline pumped in Turkmenistan	r=0.79	8yrs	11
The number of movies Viola Davis appeared in	r=0.6	6yrs	10
Liquefied petroleum gas used in Dominica	r=0.78	9yrs	0
Butter consumption	r=0.65	8yrs	-1
Petroluem consumption in Namibia	r=0.78	8yrs	-10
Hispanic cheese consumption	r=0.63	7yrs	-15
Kerosene used in New Caledonia	r=0.76	9yrs	-22
Fossil fuel use in Bosnia and Herzegovina	r=0.72	8yrs	-36
Electricity generation in Kyrgyzstan	r=0.72	8yrs	-46
Nuclear power generation in Russia	r=0.72	8yrs	-56

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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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