Top variables that correlate with Votes for the Libertarian Presidential candidate in Pennsylvania

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Data source: MIT Election Data and Science Lab, Harvard Dataverse
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Votes for the Libertarian Presidential candidate in Pennsylvania correlates with...

Variable	Correlation	Years	Has img?
Biomass power generated in Uganda	r=0.98	6yrs	No
Automotive recalls for issues with the Air Bags	r=0.96	8yrs	Yes!
Points scored by the Pittsburgh Steelers	r=0.53	11yrs	No

Votes for the Libertarian Presidential candidate in Pennsylvania also correlates with...

Variable	Correlation	Years	Sys. Score
Gasoline pumped in Mozambique	r=0.95	11yrs	338
Popularity of the first name Killian	r=0.95	10yrs	337
Popularity of the first name Thaddeus	r=0.93	11yrs	335
Petroluem consumption in Mozambique	r=0.92	11yrs	334
Popularity of the first name Adeline	r=0.92	11yrs	334
Automotive recalls for issues with the Parking Brake	r=0.92	10yrs	314
The number of movies Rachel Weisz appeared in	r=0.94	6yrs	306
Gasoline pumped in Uruguay	r=0.92	11yrs	304
The number of movies Idris Elba appeared in	r=0.91	6yrs	301
Annual US household spending on personal care products and services	r=0.95	6yrs	300
Automotive recalls issued by Toyota	r=0.91	6yrs	298
Biomass power generated in Nigeria	r=0.96	6yrs	292
Popularity of the first name Pearl	r=0.91	11yrs	282
Popularity of the first name Abel	r=0.9	11yrs	270
The number of movies Emma Thompson appeared in	r=0.88	8yrs	268
Number of websites on the internet	r=0.9	7yrs	268
Jet fuel used in Georgia	r=0.95	8yrs	265
US household spending on telephone services	r=0.9	6yrs	262
Customer satisfaction with Dillard's	r=0.88	7yrs	262
Number of firearms manufactured in the US	r=0.87	9yrs	260
US Shoe Store Sales	r=0.86	8yrs	258
Gasoline pumped in Paraguay	r=0.91	11yrs	252
Jet fuel used in Paraguay	r=0.9	10yrs	240
The number of movies Zoe Saldana appeared in	r=0.86	6yrs	234
Popularity of the first name Colette	r=0.89	11yrs	229
Popularity of the first name Sawyer	r=0.89	10yrs	218
Renewable energy production in Benin	r=0.91	7yrs	216
Popularity of the first name Scarlett	r=0.88	11yrs	208
Popularity of the first name Aria	r=0.88	11yrs	198
Gasoline pumped in Zambia	r=0.9	11yrs	190
Popularity of the first name Alice	r=0.87	11yrs	186
Renewable energy production in Bulgaria	r=0.87	11yrs	179
Popularity of the first name Clark	r=0.87	11yrs	176
Jet fuel used in Colombia	r=0.88	11yrs	168
Popularity of the first name Tobias	r=0.87	11yrs	166
Liquefied petroleum gas used in Malta	r=0.88	11yrs	158
Popularity of the first name Easton	r=0.88	10yrs	156
Automotive recalls issued by Nissan North America	r=0.81	10yrs	152
Automotive recalls for issues with the Seats	r=0.82	11yrs	150
Muenster cheese consumption	r=0.8	7yrs	150
Global Commercial Vehicle Production	r=0.84	6yrs	148
UEFA European Cup and Champions League Top Scorer's Goal Count	r=0.81	11yrs	148
Liquefied petroleum gas used in New Caledonia	r=0.88	11yrs	148
US household spending on rented dwellings	r=0.83	6yrs	146
Automotive recalls for issues with the Electrical System	r=0.79	11yrs	146
US average dairy skim-solid content of yogurt, nonfrozen	r=0.85	6yrs	146
Popularity of the first name Harper	r=0.87	11yrs	146
US household spending on healthcare	r=0.82	6yrs	145
Annual US household spending on telephone services	r=0.82	6yrs	145
US household spending on health insurance	r=0.81	6yrs	144
US dairy skim solids used to produce evaporated and condensed milk	r=0.82	6yrs	144
Christmas Price Index in the United States	r=0.8	8yrs	144
Texas Rangers' American League West Division finish position	r=0.78	11yrs	144
Automotive recalls issued by Hyundai Motor America	r=0.76	7yrs	142
Automotive recalls issued by Volkswagen Group of America	r=0.74	11yrs	142
Average temperature in Sydney	r=0.75	11yrs	141
Average temperature in Philadelphia	r=0.77	8yrs	141
Patents granted in the US	r=0.7	11yrs	140
Adidas Group's Global Net Sales	r=0.81	6yrs	140
Automotive recalls issued by Chrysler	r=0.71	11yrs	138
Automotive recalls for issues with the Power Train	r=0.74	11yrs	138
Patents granted in the US	r=0.71	11yrs	138
Super Bowl TV viewership	r=0.73	8yrs	138
Gasoline pumped in Tanzania	r=0.88	11yrs	138
GMO use in cotton	r=0.81	6yrs	136
Number of internet users	r=0.81	6yrs	136
Tiger Woods' Final Position in the US Open	r=0.79	6yrs	136
Popularity of the first name Harvey	r=0.87	11yrs	136
Air quality in Gettysburg, Pennsylvania	r=0.72	8yrs	135
The distance between Neptune and Uranus	r=0.71	11yrs	135
Restaurant spending in Pennsylvania	r=0.81	6yrs	135
GMO use in corn	r=0.78	6yrs	135
Golden Boot Player's English Premier League Goal Tally	r=0.73	8yrs	134
Fossil fuel use in Rwanda	r=0.85	11yrs	126
Popularity of the first name Grayson	r=0.86	11yrs	124
The number of movies Cameron Diaz appeared in	r=0.85	6yrs	117
Gasoline pumped in Bolivia	r=0.87	11yrs	116
Popularity of the first name Amina	r=0.86	11yrs	114
The number of movies Ryan Reynolds appeared in	r=0.83	7yrs	105
Jet fuel used in Burma	r=0.86	11yrs	104
Popularity of the first name Calvin	r=0.85	11yrs	103
US production of whey products (net)	r=0.8	6yrs	102
The number of movies Michelle Rodriguez appeared in	r=0.83	6yrs	94
Gasoline pumped in Algeria	r=0.85	11yrs	93
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.81	6yrs	92
The number of movies Ian McKellen appeared in	r=0.81	8yrs	83
Liquefied petroleum gas used in Haiti	r=0.85	11yrs	83
Automotive recalls issued by Mercedes-Benz USA	r=0.67	11yrs	82
US dairy skim solids used to produce whey products	r=0.8	6yrs	80
U.S. direct investment abroad	r=0.78	6yrs	80
The price of gold	r=0.67	9yrs	75
The number of movies Nicolas Cage appeared in	r=0.75	11yrs	67
The number of movies Jeremy Irons appeared in	r=0.74	11yrs	56
The number of movies Joan Crawford appeared in	r=0.81	6yrs	41
The number of movies Karl Urban appeared in	r=0.76	6yrs	24
The number of movies John Krasinski appeared in	r=0.76	6yrs	14
The number of movies Matthew McConaughey appeared in	r=0.75	7yrs	3
Popularity of the first name Rosemary	r=0.85	11yrs	-12
Popularity of the first name Jayce	r=0.85	11yrs	-22

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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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