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

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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 Ohio correlates with...

Variable	Correlation	Years	Has img?
Number of public school students in 6th grade	r=0.95	8yrs	Yes!
Number of public school students in 7th grade	r=0.95	8yrs	No
Annual US household spending on vehicle purchaes	r=0.91	6yrs	No
American cheese consumption	r=0.86	8yrs	No

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

Variable	Correlation	Years	Sys. Score
Liquefied petroleum gas used in Turkmenistan	r=0.94	8yrs	314
Number of public school students in 8th grade	r=0.92	8yrs	300
US household spending on major appliances	r=0.94	6yrs	298
Annual US household spending on used cars	r=0.91	6yrs	294
Gasoline pumped in Namibia	r=0.91	8yrs	294
Liquefied petroleum gas used in Czechia	r=0.91	7yrs	293
US average dairy skim-solid content of fluid beverage milk	r=0.9	6yrs	289
The number of movies Laura Linney appeared in	r=0.87	8yrs	267
Cream and Neufchatel cheese consumption	r=0.85	7yrs	263
Jet fuel used in Micronesia	r=0.9	6yrs	260
Number of Registered Vehicles in the US	r=0.86	8yrs	258
Annual US household spending on furniture	r=0.86	6yrs	256
Annual US household spending on new cars	r=0.85	6yrs	254
Number of public school students in 5th grade	r=0.89	8yrs	236
Geothermal power generated in Costa Rica	r=0.9	8yrs	226
US average dairy skim-solid content of yogurt, nonfrozen	r=0.88	6yrs	226
Number of public school students in 10th grade	r=0.88	8yrs	224
Number of highschoolers in the US	r=0.87	8yrs	212
Nuclear power generation in Mexico	r=0.86	8yrs	210
US kids in public school	r=0.86	8yrs	201
Biomass power generated in Taiwan	r=0.86	8yrs	200
Liquefied petroleum gas used in Slovenia	r=0.87	8yrs	188
Number of Lawyers in the United States	r=0.83	8yrs	156
Air quality in Marietta, Ohio	r=0.84	8yrs	153
Annual Revenue of Walt Disney Company	r=0.83	8yrs	152
Gender pay gap in the U.S.	r=0.81	8yrs	148
Number of households headed by single fathers in the United States	r=0.81	8yrs	147
Average SAT score in math	r=0.79	8yrs	147
Automotive recalls issued by Mack Trucks	r=0.76	11yrs	146
Popularity of the first name Emani	r=0.81	8yrs	144
Frank Lampard's Premier League goal tally	r=0.82	6yrs	142
Inflation in the US	r=0.79	8yrs	142
Median US Household Income	r=0.79	8yrs	142
Popularity of the first name Kennedi	r=0.8	8yrs	142
The number of movies Michelle Rodriguez appeared in	r=0.78	6yrs	136
Total Sales at Clothing and Accessories Stores	r=0.72	8yrs	135
Air quality in Mount Vernon, Ohio	r=0.71	8yrs	134
Annual US household spending on beef	r=0.79	6yrs	130
Annual US household spending on major appliances	r=0.79	6yrs	130
Annual US household spending on pork	r=0.77	6yrs	128
Annual US household spending on household furnishings and equipment	r=0.76	6yrs	126
Average household spend on Christmas Gifts	r=0.7	6yrs	124
Total private high school enrollment in the United States	r=0.65	11yrs	124
Popularity of the first name Ruth	r=0.65	12yrs	124
The number of movies Ben Affleck appeared in	r=0.7	6yrs	124
Hot days in Sydney	r=0.61	12yrs	121
Annual US household spending on meats, poultry, fish, and eggs	r=0.71	6yrs	118
Milk-fat consumption	r=0.84	8yrs	118
Automotive recalls issued by Hyundai Motor America	r=0.67	7yrs	118
Customer satisfaction with UPS	r=-0.95	7yrs	114
Air quality in Mount Vernon, Ohio	r=0.65	8yrs	114
Rain in Columbus	r=0.65	9yrs	114
Cheddar cheese consumption	r=0.85	7yrs	108
The number of movies Amy Poehler appeared in	r=0.69	6yrs	93
American-type cheese consumption	r=0.79	7yrs	89
Popularity of the first name Lionel	r=0.61	12yrs	88
Petroluem consumption in Somalia	r=0.85	11yrs	88
Air quality in Marietta, Ohio	r=0.65	8yrs	84
Number of public school students in 11th grade	r=0.84	8yrs	83
The number of movies Viola Davis appeared in	r=0.69	6yrs	83
Popularity of the first name Zaria	r=0.67	8yrs	73
US average dairy skim-solid content of cottage cheese	r=0.82	6yrs	72
US Shoe Store Sales	r=0.7	8yrs	69
The number of movies Will Smith appeared in	r=0.64	8yrs	68
Number of public school students in 4th grade	r=0.81	8yrs	68
US household spending on home maintenance	r=0.7	6yrs	67
Popularity of the first name Harlie	r=0.67	8yrs	63
Electricity generation in Bosnia and Herzegovina	r=0.85	8yrs	63
Sales of LP/Vinyl Albums	r=0.63	7yrs	61
Yogurt consumption	r=0.71	8yrs	58
US household spending on fresh vegetables	r=0.67	6yrs	57
Number of public school students in 9th grade	r=0.79	8yrs	56
Popularity of the first name Denzel	r=-0.9	11yrs	50
Hydopower energy generated in Slovenia	r=0.83	8yrs	50
The number of movies Brendan Gleeson appeared in	r=0.59	7yrs	49
Natural cheese consumption	r=0.77	7yrs	48
Number of public school students in 12th grade	r=0.79	8yrs	46
The number of Breweries in the United States	r=0.68	8yrs	44
Popularity of the first name Javonte	r=-0.91	10yrs	40
Gasoline pumped in Cabo Verde	r=0.85	7yrs	39
Mozzarella cheese consumption	r=0.75	7yrs	33
Popularity of the first name Brea	r=-0.89	12yrs	30
Petroluem consumption in Turkmenistan	r=0.83	8yrs	27
Popularity of the first name Symone	r=-0.9	11yrs	20
Italian-type cheese consumption	r=0.73	7yrs	20
Jet fuel used in Somalia	r=0.8	11yrs	16
Petroluem consumption in Namibia	r=0.81	8yrs	4
Number of public school students in 3rd grade	r=0.64	8yrs	3
Hispanic cheese consumption	r=0.68	7yrs	3
Gasoline pumped in Turkmenistan	r=0.81	8yrs	-6
Butter consumption	r=0.67	8yrs	-8
Electricity generation in Namibia	r=0.79	7yrs	-17
US average dairy skim-solid content of frozen dairy products	r=0.74	6yrs	-20
Fossil fuel use in Bosnia and Herzegovina	r=0.77	8yrs	-29
US milk fat used to produce dry milk products	r=0.67	6yrs	-38
Nuclear power generation in Russia	r=0.75	8yrs	-42
Jet fuel used in Aruba	r=0.78	7yrs	-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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