Top variables that correlate with Votes for the Democratic 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 Democratic Presidential candidate in Kansas correlates with...

Variable	Correlation	Years	Has img?
Automotive recalls issued by BMW of North America	r=0.84	12yrs	Yes!

Votes for the Democratic Presidential candidate in Kansas also correlates with...

Variable	Correlation	Years	Sys. Score
Gasoline pumped in Solomon Islands	r=0.92	11yrs	334
Liquefied petroleum gas used in El Salvador	r=0.91	11yrs	332
Renewable energy production in Bolivia	r=0.91	11yrs	315
US household spending on housing	r=0.94	6yrs	298
US household spending on other household products	r=0.93	6yrs	296
Popularity of the first name Gianna	r=0.86	12yrs	276
Popularity of the first name Xiomara	r=0.86	12yrs	276
The number of movies Tom Cruise appeared in	r=0.88	9yrs	270
The number of movies Colin Farrell appeared in	r=0.88	6yrs	266
Afghanistan's Estimated Opium Production	r=0.87	8yrs	260
Annual US household spending on housekeeping supplies	r=0.89	6yrs	260
Annual US household spending on other household products	r=0.88	6yrs	259
Annual US household spending on fish and seafood	r=0.87	6yrs	258
Annual US household spending on dairy products	r=0.86	6yrs	256
Biomass power generated in Argentina	r=0.89	11yrs	252
Hydopower energy generated in Bolivia	r=0.89	11yrs	242
Renewable energy production in Cameroon	r=0.89	11yrs	232
Hydopower energy generated in Guatemala	r=0.89	11yrs	222
Fossil fuel use in Dominica	r=0.88	11yrs	210
Hydopower energy generated in Tanzania	r=0.88	11yrs	200
Renewable energy production in Congo-Kinshasa	r=0.87	11yrs	189
Hydopower energy generated in Congo-Kinshasa	r=0.87	11yrs	179
Hydopower energy generated in Ecuador	r=0.86	11yrs	168
Popularity of the first name Gianni	r=0.84	12yrs	168
Hydopower energy generated in Pakistan	r=0.86	11yrs	158
The number of movies Amy Poehler appeared in	r=0.83	6yrs	154
Average milk produced per cow in the US	r=0.82	11yrs	153
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.79	11yrs	152
Cheddar cheese consumption	r=0.8	7yrs	150
Hispanic cheese consumption	r=0.79	7yrs	149
Electricity generation in Somalia	r=0.86	11yrs	148
Annual US household spending on processed fruits	r=0.82	6yrs	145
US household spending on property taxes	r=0.82	6yrs	145
Gender pay gap in the U.S.	r=0.78	8yrs	144
Total Number of Successful Mount Everest Climbs	r=0.77	9yrs	144
Patents granted in the US	r=0.72	12yrs	144
US household spending on home maintenance	r=0.81	6yrs	144
Number of goals scored by winners in NCAA Field Hockey Div II finals	r=0.79	7yrs	143
Inflation in the US	r=0.77	8yrs	140
Annual Revenue of Walt Disney Company	r=0.75	8yrs	140
Automotive recalls for issues with Exterior Lighting	r=0.75	12yrs	140
Number of public school students in 12th grade	r=0.75	8yrs	140
Hot days in Perth	r=0.74	12yrs	140
Average SAT score in math	r=0.74	8yrs	140
Automotive recalls issued by Mercedes-Benz USA	r=0.71	12yrs	139
NCAA Women's Softball Championship (Div I) Final Score Difference Between Winners and Runner-Up	r=0.75	9yrs	138
Number of Registered Vehicles in the US	r=0.76	8yrs	138
Patents granted in the US	r=0.7	12yrs	138
UFO sightings in Kansas	r=0.69	10yrs	137
Electricity generation in Dominica	r=0.85	11yrs	136
US Annual Tax Revenue	r=0.72	12yrs	136
Number of public school students in 11th grade	r=0.73	8yrs	136
USA Population	r=0.71	12yrs	134
Public school high school enrollments in the United States	r=0.71	11yrs	134
Number of highschoolers in the US	r=0.71	8yrs	134
Annual US household spending on cereals and bakery products	r=0.81	6yrs	134
Average temperature in Berlin	r=0.7	12yrs	134
Total number of automotive recalls	r=0.69	12yrs	133
Number of households headed by single fathers in the United States	r=0.71	8yrs	132
Automotive recalls issued by Volkswagen Group of America	r=0.66	11yrs	130
Geothermal power generated in Portugal	r=0.85	11yrs	126
The number of movies Kevin Bacon appeared in	r=0.79	11yrs	123
Popularity of the first name Amari	r=0.84	11yrs	122
American cheese consumption	r=0.78	8yrs	118
Gasoline pumped in Cayman Islands	r=0.87	11yrs	116
Popularity of the first name Myles	r=0.81	12yrs	108
Gasoline pumped in Mongolia	r=0.87	11yrs	106
The number of movies Ben Kingsley appeared in	r=0.76	9yrs	106
Butter consumption	r=0.75	8yrs	104
The number of Breweries in the United States	r=0.72	8yrs	100
Popularity of the first name Ezequiel	r=0.81	12yrs	98
Gasoline pumped in Seychelles	r=0.87	11yrs	96
American-type cheese consumption	r=0.76	7yrs	94
The number of movies Meryl Streep appeared in	r=0.74	10yrs	94
Popularity of the first name Amira	r=0.81	12yrs	88
Liquefied petroleum gas used in Cote d'Ivoire	r=0.86	11yrs	84
Annual US household spending on home maintenance	r=0.81	6yrs	84
New York Times Fiction Best Sellers	r=0.67	10yrs	81
Milk-fat consumption	r=0.71	8yrs	78
The number of movies Forest Whitaker appeared in	r=0.7	9yrs	78
Annual US household spending on bakery products	r=0.8	6yrs	77
Popularity of the first name Kane	r=0.8	12yrs	76
Dried manure used for fertilizer in the US	r=0.72	7yrs	75
Annual US household spending on meats, poultry, fish, and eggs	r=0.79	6yrs	70
Popularity of the first name Sienna	r=0.8	12yrs	66
The number of movies Robert Downey Jr. appeared in	r=0.68	11yrs	66
Cream and Neufchatel cheese consumption	r=0.73	7yrs	60
Popularity of the first name Ayla	r=0.81	10yrs	56
The number of movies Audrey Hepburn appeared in	r=0.77	6yrs	55
Popularity of the first name Nico	r=0.8	12yrs	46
The number of movies Robert De Niro appeared in	r=0.66	12yrs	44
Popularity of the first name Marcelo	r=0.8	12yrs	36
Popularity of the first name Niko	r=0.8	12yrs	26
Popularity of the first name Maeve	r=0.8	12yrs	16
Popularity of the first name Alonzo	r=0.79	12yrs	5
Popularity of the first name Shiloh	r=0.79	12yrs	-5
Popularity of the first name Nasir	r=0.79	12yrs	-15
Popularity of the first name Miles	r=0.78	12yrs	-26
Popularity of the first name Layne	r=0.78	12yrs	-36
Popularity of the first name Phoenix	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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