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

Variable	Correlation	Years	Sys. Score
Hydopower energy generated in Philippines	r=0.94	11yrs	340
Jet fuel used in Egypt	r=0.91	11yrs	312
Annual US household spending on vehicle insurance	r=0.93	6yrs	296
Fossil fuel use in New Zealand	r=0.9	11yrs	284
Popularity of the first name Kaylen	r=0.9	11yrs	280
Popularity of the first name Kaelyn	r=0.89	10yrs	278
Popularity of the first name Jovani	r=0.87	11yrs	276
Hydopower energy generated in Samoa	r=0.89	11yrs	252
Popularity of the first name Kaylin	r=0.86	11yrs	244
Renewable energy production in Venezuela	r=0.89	11yrs	242
Popularity of the first name Keagan	r=0.86	11yrs	234
Hydopower energy generated in Venezuela	r=0.89	11yrs	232
Liquefied petroleum gas used in Syria	r=0.9	11yrs	220
Popularity of the first name Jaylen	r=0.9	8yrs	212
Nuclear power generation in Switzerland	r=0.87	11yrs	209
Popularity of the first name Jaelyn	r=0.87	10yrs	200
Petroluem consumption in Libya	r=0.89	11yrs	199
Electricity generation in Bermuda	r=0.86	11yrs	188
Popularity of the first name Jaylin	r=0.87	8yrs	188
Fossil fuel use in Bermuda	r=0.86	11yrs	178
Popularity of the first name Kailyn	r=0.86	10yrs	178
Electricity generation in Greece	r=0.86	11yrs	168
Jet fuel used in Greenland	r=0.88	11yrs	158
The number of movies Samuel L. Jackson appeared in	r=0.79	10yrs	152
The number of movies Lucy Liu appeared in	r=0.8	8yrs	152
The number of movies Audrey Hepburn appeared in	r=0.82	6yrs	152
GMO use in cotton	r=0.82	6yrs	148
Electricity generation in South Africa	r=0.85	11yrs	146
Number of public school students in 9th grade	r=0.77	8yrs	142
Gasoline Prices in the US	r=0.74	8yrs	138
Total Number of Successful Mount Everest Climbs	r=0.73	9yrs	138
Number of Las Vegas Hotel Room Check-Ins	r=0.73	10yrs	138
Fossil fuel use in United States	r=0.85	11yrs	136
The distance between Uranus and Saturn	r=0.71	12yrs	136
Automotive recalls for issues with the Engine And Engine Cooling	r=0.7	12yrs	133
The distance between Uranus and Mars	r=0.69	12yrs	133
New York Times Fiction Best Sellers	r=0.68	10yrs	132
Average milk produced per cow in the US	r=0.68	11yrs	132
Number of Slot Machines in Nevada	r=0.65	10yrs	131
The distance between Neptune and Mars	r=0.67	12yrs	130
Annual US household spending on fresh milk and cream	r=0.79	6yrs	130
US household spending on gasoline	r=0.79	6yrs	130
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.64	11yrs	129
GMO use in cotton	r=0.76	6yrs	129
Annual US household spending on mortgage interest and charges	r=0.78	6yrs	129
Public school high school enrollments in the United States	r=0.67	11yrs	128
Electricity generation in Venezuela	r=0.85	11yrs	126
Score Difference in the Final Game of the World Series	r=0.63	12yrs	126
US household spending on mortgage interest and charges	r=0.76	6yrs	126
US household spending on vehicle insurance	r=0.76	6yrs	126
Miss World's Age	r=0.65	11yrs	124
Automotive recalls for issues with Steering	r=0.64	12yrs	124
US household spending on natural gas	r=0.75	6yrs	124
Number of sets played in final of World Open Squash Men's championship	r=0.63	11yrs	123
US household spending on dairy products	r=0.74	6yrs	123
Air quality in Johnstown, Pennsylvania	r=0.62	11yrs	123
UFO sightings in Pennsylvania	r=0.58	12yrs	122
Air quality in Philadelphia, Pennsylvania	r=0.61	11yrs	122
Air quality in Scranton, Pennsylvania	r=0.61	11yrs	122
Dried manure used for fertilizer in the US	r=0.66	7yrs	121
Number of competing nations in the Summer Olympics	r=0.6	12yrs	120
Automotive recalls for issues with Trailer Hitches	r=0.62	11yrs	120
US household spending on utilities	r=0.72	6yrs	120
The number of movies Meryl Streep appeared in	r=0.76	10yrs	118
Automotive recalls for issues with Exterior Lighting	r=0.6	12yrs	118
Automotive recalls for issues with Service Brakes, Air	r=0.59	12yrs	116
The number of movies Jeff Bridges appeared in	r=0.75	12yrs	108
Kerosene used in Ethiopia	r=0.87	9yrs	99
The number of movies Robert Downey Jr. appeared in	r=0.73	11yrs	94
The distance between Venus and Mercury	r=0.62	12yrs	92
The number of movies Ben Kingsley appeared in	r=0.73	9yrs	82
The distance between Uranus and Mercury	r=0.61	12yrs	81
The distance between Neptune and Saturn	r=0.61	12yrs	71
The number of movies Dustin Hoffman appeared in	r=0.7	11yrs	70
Popularity of the first name Ashlynn	r=0.84	11yrs	62
The distance between Uranus and Earth	r=0.6	12yrs	60
The number of movies Jude Law appeared in	r=0.79	6yrs	58
Popularity of the first name Braydon	r=0.84	11yrs	52
The distance between Uranus and the moon	r=0.6	12yrs	50
The number of movies Judy Garland appeared in	r=0.71	8yrs	48
Popularity of the first name Tristyn	r=0.84	10yrs	40
The distance between Uranus and the Sun	r=0.59	12yrs	38
The number of movies Sean Penn appeared in	r=0.68	9yrs	34
Popularity of the first name Makenna	r=0.83	10yrs	29
The number of movies Morgan Freeman appeared in	r=0.65	11yrs	22
Popularity of the first name Ryley	r=0.83	10yrs	19
The number of movies Clint Eastwood appeared in	r=0.64	10yrs	10
Popularity of the first name Brayan	r=0.83	10yrs	9
Popularity of the first name Kayleigh	r=0.82	10yrs	-2
The number of movies Tilda Swinton appeared in	r=0.7	8yrs	-4
Popularity of the first name Kaylie	r=0.82	11yrs	-12
The number of movies Christian Bale appeared in	r=0.69	8yrs	-15
Nuclear power generation in Taiwan	r=0.84	11yrs	-16
Popularity of the first name Sarahi	r=0.82	10yrs	-22
Electricity generation in Yemen	r=0.84	11yrs	-26
The number of movies Cate Blanchett appeared in	r=0.67	7yrs	-29
Popularity of the first name Ashtyn	r=0.82	10yrs	-32
Electricity generation in American Samoa	r=0.83	11yrs	-37
Budget for largest movie production	r=0.59	12yrs	-40
Popularity of the first name Jamari	r=0.82	11yrs	-42
The number of movies Joseph Gordon-Levitt appeared in	r=0.64	9yrs	-52

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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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