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

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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 Kansas correlates with...

Variable	Correlation	Years	Sys. Score
Number of public school students in 8th grade	r=0.99	8yrs	406
Number of public school students in 7th grade	r=0.96	8yrs	351
Number of public school students in 10th grade	r=0.95	8yrs	320
Average SAT score in math	r=0.91	8yrs	300
Nuclear power generation in Mexico	r=0.92	8yrs	298
Electricity generation in Namibia	r=0.92	7yrs	298
Biomass power generated in Taiwan	r=0.92	8yrs	298
Popularity of the first name Emani	r=0.91	8yrs	294
Number of highschoolers in the US	r=0.94	8yrs	288
Automotive recalls for issues with Latches/Locks/Linkages	r=0.86	12yrs	277
Popularity of the first name Zaire	r=0.86	11yrs	274
UFO sightings in Kansas	r=0.86	10yrs	268
The number of movies Colin Farrell appeared in	r=0.87	6yrs	265
Number of Lawyers in the United States	r=0.85	8yrs	264
Liquefied petroleum gas used in Turkmenistan	r=0.9	8yrs	262
Number of Registered Vehicles in the US	r=0.89	8yrs	262
Popularity of the first name Rylie	r=0.87	9yrs	259
Number of public school students in 6th grade	r=0.91	8yrs	258
Number of public school students in 9th grade	r=0.91	8yrs	248
Number of public school students in 11th grade	r=0.9	8yrs	237
Jet fuel used in Wake Island	r=0.87	11yrs	236
Electricity generation in Aruba	r=0.89	9yrs	215
Geothermal power generated in Costa Rica	r=0.89	8yrs	204
US kids in public school	r=0.89	8yrs	196
Nuclear power generation in Czechia	r=0.89	7yrs	193
American cheese consumption	r=0.81	8yrs	153
Gender pay gap in the U.S.	r=0.83	8yrs	152
Cheddar cheese consumption	r=0.81	7yrs	152
The number of movies Amy Poehler appeared in	r=0.82	6yrs	152
Number of households headed by single fathers in the United States	r=0.83	8yrs	150
Annual Revenue of Walt Disney Company	r=0.82	8yrs	150
Yogurt consumption	r=0.79	8yrs	150
Automotive recalls for issues with Exterior Lighting	r=0.81	12yrs	150
Annual US household spending on fish and seafood	r=0.85	6yrs	150
Intel Corporation's annual revenue	r=0.82	9yrs	148
Automotive recalls issued by BMW of North America	r=0.77	12yrs	148
US household spending on other household products	r=0.84	6yrs	148
Inflation in the US	r=0.82	8yrs	147
The number of movies Kevin Bacon appeared in	r=0.75	11yrs	147
Annual US household spending on meats, poultry, fish, and eggs	r=0.82	6yrs	145
Automotive recalls issued by Honda	r=0.75	10yrs	143
Frank Lampard's Premier League goal tally	r=0.82	6yrs	142
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.73	11yrs	142
Total number of automotive recalls	r=0.75	12yrs	142
USA Population	r=0.74	12yrs	139
Patents granted in the US	r=0.69	12yrs	139
US Annual Tax Revenue	r=0.72	12yrs	136
Patents granted in the US	r=0.69	12yrs	136
Afghanistan's Estimated Opium Production	r=0.73	8yrs	134
Annual US household spending on housekeeping supplies	r=0.81	6yrs	134
Number of Miss World delegates	r=0.68	11yrs	129
Total private high school enrollment in the United States	r=0.68	11yrs	129
Public school high school enrollments in the United States	r=0.68	11yrs	129
Annual US household spending on beef	r=0.78	6yrs	129
Annual US household spending on pork	r=0.78	6yrs	129
Popularity of the first name Samara	r=0.82	12yrs	120
Hispanic cheese consumption	r=0.79	7yrs	119
Popularity of the first name Elle	r=0.84	9yrs	110
Budget for largest movie production	r=0.72	12yrs	109
Milk-fat consumption	r=0.76	8yrs	106
The number of movies Willem Dafoe appeared in	r=0.69	11yrs	98
Popularity of the first name Helena	r=0.81	12yrs	98
US average dairy skim-solid content of frozen dairy products	r=0.82	6yrs	92
Popularity of the first name Zoie	r=0.82	10yrs	88
The number of movies Meryl Streep appeared in	r=0.68	10yrs	86
Number of Las Vegas Hotel Room Check-Ins	r=0.67	10yrs	80
Popularity of the first name Nasir	r=0.81	12yrs	78
The number of movies Robert De Niro appeared in	r=0.67	12yrs	76
Number of public school students in 12th grade	r=0.85	8yrs	74
Total Number of Successful Mount Everest Climbs	r=0.67	9yrs	73
Liquefied petroleum gas used in Cuba	r=0.84	11yrs	72
American-type cheese consumption	r=0.73	7yrs	70
Popularity of the first name Armani	r=0.82	9yrs	66
The number of movies Morgan Freeman appeared in	r=0.66	11yrs	64
Mozzarella cheese consumption	r=0.73	7yrs	60
Gasoline pumped in Samoa	r=0.83	11yrs	60
Popularity of the first name Mina	r=0.8	12yrs	56
The number of movies Nicolas Cage appeared in	r=0.63	11yrs	49
Biomass power generated in Argentina	r=0.8	11yrs	48
Italian-type cheese consumption	r=0.71	7yrs	47
Number of public school students in 5th grade	r=0.73	8yrs	46
Popularity of the first name Malachi	r=0.79	12yrs	45
The number of movies Jeff Bridges appeared in	r=0.62	12yrs	38
Electricity generation in Bosnia and Herzegovina	r=0.82	8yrs	38
Popularity of the first name Kade	r=0.79	12yrs	35
Jet fuel used in Aruba	r=0.84	7yrs	28
Popularity of the first name Layne	r=0.79	12yrs	25
Petroluem consumption in Faroe Islands	r=0.83	9yrs	18
Popularity of the first name Ryann	r=0.79	12yrs	15
Jet fuel used in Macau	r=0.84	7yrs	8
Popularity of the first name Treasure	r=0.79	12yrs	5
Gasoline pumped in Namibia	r=0.84	8yrs	-2
Popularity of the first name Elijah	r=0.78	12yrs	-6
Kerosene used in Somalia	r=0.82	11yrs	-12
Popularity of the first name Jonah	r=0.78	12yrs	-16
Renewable energy production in Burkina Faso	r=0.81	8yrs	-23
Popularity of the first name Natalia	r=0.78	12yrs	-26
Fossil fuel use in Honduras	r=0.79	11yrs	-33
Popularity of the first name Isaias	r=0.78	12yrs	-36
Geothermal power generated in Russia	r=0.81	8yrs	-43
Popularity of the first name Tatum	r=0.78	12yrs	-46

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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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