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?
Liquefied petroleum gas used in Turkmenistan	r=0.98	8yrs	No
Rain in Columbus	r=0.94	9yrs	Yes!

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

Variable	Correlation	Years	Sys. Score
Geothermal power generated in Costa Rica	r=0.97	8yrs	351
Biomass power generated in Taiwan	r=0.96	8yrs	350
Frank Lampard's Premier League goal tally	r=0.97	6yrs	330
Number of public school students in 7th grade	r=0.95	8yrs	320
Number of public school students in 8th grade	r=0.94	8yrs	318
Number of highschoolers in the US	r=0.94	8yrs	318
Number of Registered Vehicles in the US	r=0.94	8yrs	315
Air quality in Marietta, Ohio	r=0.92	8yrs	300
Annual US household spending on meats, poultry, fish, and eggs	r=0.92	6yrs	295
Annual US household spending on laundry and cleaning supplies	r=0.92	6yrs	295
Annual US household spending on fish and seafood	r=0.91	6yrs	294
Annual US household spending on housekeeping supplies	r=0.91	6yrs	294
Annual US household spending on poultry	r=0.9	6yrs	292
Number of public school students in 10th grade	r=0.93	8yrs	286
Petroluem consumption in Turkmenistan	r=0.94	8yrs	284
Automotive recalls for issues with Latches/Locks/Linkages	r=0.86	12yrs	277
Number of public school students in 11th grade	r=0.93	8yrs	276
American cheese consumption	r=0.9	8yrs	272
Milk-fat consumption	r=0.9	8yrs	272
Number of Lawyers in the United States	r=0.89	8yrs	270
Cheddar cheese consumption	r=0.89	7yrs	269
Gender pay gap in the U.S.	r=0.89	8yrs	266
Annual Revenue of Walt Disney Company	r=0.89	8yrs	266
Inflation in the US	r=0.9	8yrs	264
Number of households headed by single fathers in the United States	r=0.89	8yrs	264
Annual US household spending on small appliances	r=0.9	6yrs	262
Air quality in Mount Vernon, Ohio	r=0.87	8yrs	262
Electricity generation in Namibia	r=0.93	7yrs	259
US Tree Nut Consumption per Person	r=0.88	6yrs	259
Annual US household spending on other household products	r=0.88	6yrs	259
Internet Access Rate among US Citizens	r=0.87	6yrs	258
Annual US household spending on alcoholic beverages	r=0.87	6yrs	258
Popularity of the first name Kennedi	r=0.86	8yrs	256
Annual US household spending on home maintenance	r=0.86	6yrs	256
Number of public school students in 12th grade	r=0.92	8yrs	250
Electricity generation in Bosnia and Herzegovina	r=0.92	8yrs	248
Hispanic cheese consumption	r=0.88	7yrs	238
Jet fuel used in Macau	r=0.93	7yrs	236
Mozzarella cheese consumption	r=0.87	7yrs	226
Gasoline pumped in Namibia	r=0.91	8yrs	224
Yogurt consumption	r=0.85	8yrs	214
Gasoline pumped in Cabo Verde	r=0.91	7yrs	213
Italian-type cheese consumption	r=0.86	7yrs	204
US kids in public school	r=0.87	8yrs	202
Cream and Neufchatel cheese consumption	r=0.86	7yrs	194
Number of public school students in 6th grade	r=0.87	8yrs	192
Liquefied petroleum gas used in Cuba	r=0.87	11yrs	186
American-type cheese consumption	r=0.85	7yrs	183
Natural cheese consumption	r=0.88	7yrs	170
Fossil fuel use in Bosnia and Herzegovina	r=0.89	8yrs	164
US average milk-fat content of sour cream	r=0.89	6yrs	158
Automotive recalls issued by BMW of North America	r=0.81	12yrs	154
Electricity generation in Azerbaijan	r=0.88	8yrs	152
Popularity of the first name Lana	r=0.82	12yrs	150
Popularity of the first name Elle	r=0.84	9yrs	150
Annual US household spending on household furnishings and equipment	r=0.85	6yrs	150
The number of movies Willem Dafoe appeared in	r=0.77	11yrs	150
The number of movies Kevin Bacon appeared in	r=0.77	11yrs	150
US per-person consumption of bottled water	r=0.84	6yrs	148
Automotive recalls for issues with Exterior Lighting	r=0.8	12yrs	148
The number of movies Laura Linney appeared in	r=0.77	8yrs	147
Average SAT score in math	r=0.79	8yrs	147
Air quality in Lima, Ohio	r=0.78	10yrs	146
Patents granted in the US	r=0.73	12yrs	145
US average dairy skim-solid content of frozen dairy products	r=0.86	6yrs	143
Fossil fuel use in Eritrea	r=0.88	7yrs	142
Nuclear power generation in Russia	r=0.88	8yrs	132
Geothermal power generated in Russia	r=0.88	8yrs	122
Popularity of the first name Samara	r=0.81	12yrs	118
Air quality in Washington Court House, Ohio	r=0.79	8yrs	116
Hydopower energy generated in Slovenia	r=0.88	8yrs	112
Popularity of the first name Chana	r=0.81	12yrs	108
Gasoline pumped in Turkmenistan	r=0.9	8yrs	102
Annual US household spending on furniture	r=0.85	6yrs	100
Popularity of the first name Leilani	r=0.8	12yrs	96
Intel Corporation's annual revenue	r=0.8	9yrs	95
Annual US household spending on fresh vegetables	r=0.84	6yrs	93
Petroluem consumption in Namibia	r=0.89	8yrs	91
Total Sales at Clothing and Accessories Stores	r=0.78	8yrs	89
Popularity of the first name Cyrus	r=0.8	12yrs	86
Annual US household spending on major appliances	r=0.83	6yrs	86
US household spending on other household products	r=0.83	6yrs	81
Liquefied petroleum gas used in Benin	r=0.87	8yrs	78
Popularity of the first name Zaire	r=0.8	11yrs	76
US household spending on home maintenance	r=0.82	6yrs	75
US Bottled Water Consumption per Person	r=0.84	6yrs	74
Petroluem consumption in Palestinian Territories	r=0.88	6yrs	68
Popularity of the first name Kai	r=0.79	12yrs	65
Popularity of the first name Rory	r=0.79	12yrs	55
Popularity of the first name Rylie	r=0.81	9yrs	45
Popularity of the first name Nasir	r=0.79	12yrs	35
Butter consumption	r=0.79	8yrs	30
Popularity of the first name Owen	r=0.78	12yrs	24
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.82	6yrs	14
Popularity of the first name Gianna	r=0.78	12yrs	14
US average milk-fat content of cheese (other than cottage cheese)	r=0.83	6yrs	4
Popularity of the first name Leila	r=0.78	12yrs	4
Popularity of the first name Amira	r=0.78	12yrs	-6
Popularity of the first name Mina	r=0.78	12yrs	-16

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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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