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

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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 Arkansas correlates with...

Variable	Correlation	Years	Has img?
Inflation in the US	r=0.93	8yrs	No
Yogurt consumption	r=0.92	8yrs	No

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

Variable	Correlation	Years	Sys. Score
Biomass power generated in Taiwan	r=0.97	8yrs	371
Annual US household spending on electricity	r=0.99	6yrs	370
Gasoline pumped in Namibia	r=0.97	8yrs	368
GMO use in corn	r=0.99	6yrs	356
GMO use in cotton	r=0.99	6yrs	354
Yearly Total Gross Income of US Farms	r=0.99	6yrs	352
Number of highschoolers in the US	r=0.96	8yrs	351
Number of public school students in 11th grade	r=0.96	8yrs	351
Number of public school students in 12th grade	r=0.96	8yrs	351
US production of yogurt, nonfrozen	r=0.99	6yrs	350
Annual US household spending on utilities	r=0.99	6yrs	350
Geothermal power generated in Costa Rica	r=0.96	8yrs	350
US milk fat used to produce sour cream	r=0.98	6yrs	349
Annual US household spending on eggs	r=0.98	6yrs	349
Annual US household spending on transportation	r=0.98	6yrs	349
Annual US household spending on medical services	r=0.98	6yrs	349
Number of Registered Vehicles in the US	r=0.96	8yrs	348
US dairy skim solids used to produce sour cream	r=0.98	6yrs	348
Frank Lampard's Premier League goal tally	r=0.98	6yrs	346
GMO use in corn	r=0.95	6yrs	336
Total employee count at Continental AG	r=0.96	6yrs	332
Annual US household spending on food	r=0.97	6yrs	332
U.S. direct investment abroad	r=0.95	6yrs	331
Grocery store spend in Arkansas	r=0.97	6yrs	331
Annual US household spending on property taxes	r=0.96	6yrs	331
Annual US household spending on maintenance and repairs	r=0.96	6yrs	331
Annual US household spending on pets, toys, and hobbies	r=0.96	6yrs	331
Annual US household spending on education	r=0.96	6yrs	331
Food spending in Arkansas	r=0.96	6yrs	330
Number of Lawyers in the United States	r=0.94	8yrs	322
Number of public school students in 10th grade	r=0.95	8yrs	320
Jet fuel used in Sao Tome and Principe	r=0.99	6yrs	319
US average dairy skim-solid content of fluid beverage milk	r=0.98	6yrs	316
Popularity of the first name Kennedi	r=0.94	8yrs	314
Electricity generation in Bosnia and Herzegovina	r=0.95	8yrs	308
GMO use in cotton in Arkansas	r=0.96	6yrs	304
Total Federal Construction Expenditure in the United States	r=0.95	6yrs	300
Nuclear power generation in Romania	r=0.96	7yrs	298
Hollister retail store count worldwide	r=0.94	6yrs	298
Number of households headed by single fathers in the United States	r=0.92	8yrs	298
Total Sales at Clothing and Accessories Stores	r=0.9	8yrs	297
Restaurant spending in Arkansas	r=0.91	6yrs	295
US production of butter	r=0.96	6yrs	291
Jet fuel used in Aruba	r=0.96	7yrs	286
US production of sour cream	r=0.96	6yrs	281
US household spending on property taxes	r=0.95	6yrs	280
US kids in public school	r=0.95	8yrs	280
US milk fat used to produce butter	r=0.96	6yrs	271
Biomass power generated in Malawi	r=0.97	6yrs	264
Popularity of the first name Emani	r=0.9	8yrs	262
US milk fat used to produce whey products (net)	r=0.96	6yrs	261
GMO use in cotton	r=0.94	6yrs	261
US Bottled Water Consumption per Person	r=0.93	6yrs	252
US milk fat used to produce yogurt	r=0.96	6yrs	251
Liquefied petroleum gas used in Gambia	r=0.97	6yrs	251
Number of public school students in 7th grade	r=0.91	8yrs	248
Annual US household spending on housing	r=0.95	6yrs	245
US per-person consumption of bottled water	r=0.92	6yrs	245
US dairy skim solids used to produce butter	r=0.96	6yrs	240
Gasoline pumped in Kiribati	r=0.96	6yrs	240
Adidas Group's Global Net Sales	r=0.93	6yrs	239
Number of public school students in 8th grade	r=0.91	8yrs	238
Annual US household spending on dairy products	r=0.94	6yrs	238
Annual US household spending on telephone services	r=0.94	6yrs	233
US dairy skim solids used to produce yogurt, nonfrozen	r=0.96	6yrs	230
Jet fuel used in Samoa	r=0.95	6yrs	228
Annual US household spending on entertainment	r=0.94	6yrs	228
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.97	6yrs	220
Annual US household spending on fresh fruits	r=0.92	6yrs	220
GMO use in soybeans	r=0.88	6yrs	215
Annual US household spending on laundry and cleaning supplies	r=0.91	6yrs	214
US household spending on pets, toys, and hobbies	r=0.91	6yrs	209
US average milk-fat content of yogurt, nonfrozen	r=0.95	6yrs	206
Fossil fuel use in Bosnia and Herzegovina	r=0.94	8yrs	206
Annual Revenue of Walt Disney Company	r=0.89	8yrs	206
GMO use in soybeans	r=0.88	6yrs	205
Annual US household spending on fresh vegetables	r=0.9	6yrs	202
Number of public school students in 6th grade	r=0.9	8yrs	197
US Tree Nut Consumption per Person	r=0.89	6yrs	195
Petroluem consumption in Turkmenistan	r=0.94	8yrs	194
Liquefied petroleum gas used in Turkmenistan	r=0.94	8yrs	184
Number of public school students in 5th grade	r=0.86	8yrs	181
Petroluem consumption in Namibia	r=0.93	8yrs	172
Annual US household spending on fruits and vegetables	r=0.9	6yrs	167
Annual US household spending on rented dwellings	r=0.9	6yrs	162
US production of evaporated and condensed milk	r=0.94	6yrs	158
US household spending on eggs	r=0.9	6yrs	157
Biomass power generated in Slovenia	r=0.95	6yrs	151
Annual US household spending on healthcare	r=0.89	6yrs	150
US production of cheese (other than cottage cheese)	r=0.92	6yrs	145
Annual US household spending on medical supplies	r=0.89	6yrs	145
Wind power generated in Czechia	r=0.94	6yrs	140
US milk fat used to produce cheese (excluding cottage cheese)	r=0.92	6yrs	135
Petroluem consumption in Turks and Caicos Islands	r=0.94	7yrs	128
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.93	6yrs	125
Biomass power generated in India	r=0.92	6yrs	116
Portion of all US dairy skim-solids allocated to the production of yogurt, nonfrozen	r=0.93	6yrs	114
Electricity generation in Namibia	r=0.91	7yrs	106
US average dairy skim-solid content of bulk evaporated and condensed milk	r=0.93	6yrs	104

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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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