Top variables that correlate with Votes for Libertarian Senators in Iowa

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Data source: MIT Election Data and Science Lab, Harvard Dataverse
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Votes for Libertarian Senators in Iowa correlates with...

Variable	Correlation	Years	Has img?
Petroluem consumption in Lithuania	r=0.95	6yrs	Yes!
Age of Miss Teen USA	r=0.9	6yrs	No
The number of books by Stephen King published	r=0.82	6yrs	No

Votes for Libertarian Senators in Iowa also correlates with...

Variable	Correlation	Years	Sys. Score
Total employee count at Continental AG	r=0.96	6yrs	332
Popularity of the first name Hakeem	r=0.93	8yrs	312
Number of edits to the Wikipedia article for Aaron Burr	r=0.95	6yrs	304
Internet Access Rate among US Citizens	r=0.94	6yrs	298
Electricity generation in Guinea-Bissau	r=0.92	7yrs	298
Fossil fuel use in Guinea-Bissau	r=0.92	7yrs	298
Hydopower energy generated in Turkiye	r=0.91	7yrs	266
The number of movies Frances Conroy appeared in	r=0.86	6yrs	264
Popularity of the first name Joelle	r=0.89	8yrs	261
Popularity of the first name Tobias	r=0.89	8yrs	261
Number of edits to the Wikipedia article for Zagreus	r=0.86	6yrs	260
Total U.S. grain export volume	r=0.88	6yrs	259
Annual US household spending on small appliances	r=0.86	6yrs	256
Jet fuel used in Bulgaria	r=0.92	6yrs	254
US average milk-fat content of sour cream	r=0.87	6yrs	254
Liquefied petroleum gas used in Kyrgyzstan	r=0.9	6yrs	240
Popularity of the first name Adeline	r=0.89	8yrs	231
Popularity of the first name Liana	r=0.88	8yrs	220
Popularity of the first name Valentin	r=0.88	8yrs	210
Liquefied petroleum gas used in Pakistan	r=0.9	7yrs	202
Popularity of the first name Akeem	r=0.88	8yrs	200
Geothermal power generated in Guatemala	r=0.88	6yrs	190
Popularity of the first name Marcel	r=0.87	8yrs	188
Fossil fuel use in Sudan	r=0.87	7yrs	180
Popularity of the first name Rowan	r=0.87	8yrs	178
Gasoline pumped in Hong Kong	r=0.89	7yrs	170
Popularity of the first name Iris	r=0.85	8yrs	165
Gasoline pumped in Mali	r=0.89	7yrs	160
Milk-fat consumption	r=0.84	6yrs	156
Popularity of the first name Kane	r=0.85	8yrs	155
The number of movies Sigourney Weaver appeared in	r=0.81	7yrs	152
Liquefied petroleum gas used in Malta	r=0.89	7yrs	150
Automotive recalls issued by Volkswagen Group of America	r=0.81	8yrs	150
Automotive recalls issued by Mercedes-Benz USA	r=0.81	8yrs	150
Public school high school enrollments in the United States	r=0.83	7yrs	148
Patents granted in the US	r=0.77	8yrs	147
Annual US household spending on laundry and cleaning supplies	r=0.83	6yrs	146
Ryanair Holdings' stock price (RYAAY)	r=0.82	6yrs	145
Total number of automotive recalls	r=0.79	8yrs	144
Patents granted in the US	r=0.76	8yrs	142
Automotive recalls for issues with the Electrical System	r=0.79	8yrs	142
Automotive recalls for issues with Visibility	r=0.78	8yrs	141
Automotive recalls issued by BMW of North America	r=0.75	8yrs	141
Gasoline pumped in Samoa	r=0.89	7yrs	140
Total number of live births in Australia	r=0.77	8yrs	140
US Annual Tax Revenue	r=0.77	8yrs	140
Automotive recalls for issues with the Power Train	r=0.77	8yrs	140
USA Population	r=0.75	8yrs	136
Cheddar cheese consumption	r=0.78	6yrs	136
Automotive recalls for issues with the Seats	r=0.75	8yrs	136
New York Times Fiction Best Sellers	r=0.79	6yrs	135
Customer satisfaction with HP	r=0.81	6yrs	135
US Tree Nut Consumption per Person	r=0.81	6yrs	134
Royal Caribbean Cruises' stock price (RCL)	r=0.81	6yrs	134
Automotive recalls for issues with Exterior Lighting	r=0.72	8yrs	132
AvalonBay Communities' stock price (AVB)	r=0.8	6yrs	132
Customer satisfaction with American Airlines	r=0.79	6yrs	132
Liquefied petroleum gas used in Uzbekistan	r=0.9	6yrs	130
Age of Miss Earth Peagant winner	r=0.75	6yrs	129
Number of public school students in 10th grade	r=0.76	6yrs	129
Number of public school students in 11th grade	r=0.76	6yrs	129
Total value of all $100 bills printed	r=0.75	6yrs	129
Number of times 14 was a winning Mega Millions number	r=0.75	6yrs	128
Annual US household spending on major appliances	r=0.77	6yrs	128
Annual US household spending on pets, toys, and hobbies	r=0.77	6yrs	128
Liquefied petroleum gas used in Samoa	r=0.89	6yrs	119
Renewable energy production in Burkina Faso	r=0.86	6yrs	108
Italian-type cheese consumption	r=0.77	6yrs	105
Monster Beverage's stock price (MNST)	r=0.79	6yrs	100
Electricity generation in Uganda	r=0.86	7yrs	98
American cheese consumption	r=0.76	6yrs	94
Kroger's stock price (KR)	r=0.78	6yrs	90
Liquefied petroleum gas used in Belize	r=0.88	7yrs	88
American-type cheese consumption	r=0.76	6yrs	84
Equity Residential's stock price (EQR)	r=0.79	6yrs	80
Gasoline pumped in Benin	r=0.88	7yrs	78
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.72	7yrs	77
Consumption of dry whole milk products	r=0.75	6yrs	72
Carnival Corporation's stock price (CCL)	r=0.79	6yrs	70
Gasoline pumped in Cameroon	r=0.88	7yrs	68
Natural cheese consumption	r=0.79	6yrs	60
US Bottled Water Consumption per Person	r=0.74	6yrs	59
General Dynamics' stock price (GD)	r=0.78	6yrs	59
Mozzarella cheese consumption	r=0.74	6yrs	50
Telkom Indonesia (Persero) Tbk PT's stock price (Persero)	r=0.78	6yrs	49
Popularity of the first name Leonel	r=0.85	8yrs	40
The number of Breweries in the United States	r=0.72	6yrs	38
Cream and Neufchatel cheese consumption	r=0.72	6yrs	38
Public Storage's stock price (PSA)	r=0.77	6yrs	38
Popularity of the first name Phoenix	r=0.85	8yrs	30
Hormel Foods' stock price (HRL)	r=0.77	6yrs	28
Popularity of the first name Chana	r=0.85	8yrs	20
Popularity of the first name Josephine	r=0.84	8yrs	8
Popularity of the first name Ezekiel	r=0.84	8yrs	-2
Popularity of the first name Amir	r=0.84	8yrs	-12
Popularity of the first name Aurora	r=0.84	8yrs	-22
Popularity of the first name Malia	r=0.84	8yrs	-32
Popularity of the first name Raphael	r=0.84	8yrs	-42

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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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