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	Has img?
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.94	11yrs	Yes!
Popularity of the first name Valentin	r=0.9	12yrs	No
Afghanistan's Estimated Opium Production	r=0.9	8yrs	No

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

Variable	Correlation	Years	Sys. Score
Biomass power generated in Argentina	r=0.96	11yrs	402
Renewable energy production in Cameroon	r=0.96	11yrs	402
Hydopower energy generated in Costa Rica	r=0.96	11yrs	402
Popularity of the first name Natalia	r=0.96	12yrs	400
Popularity of the first name Amari	r=0.96	11yrs	400
Fossil fuel use in Honduras	r=0.96	11yrs	372
Total Number of Successful Mount Everest Climbs	r=0.96	9yrs	372
Popularity of the first name Joaquin	r=0.95	12yrs	369
Electricity generation in French Polynesia	r=0.95	11yrs	361
Petroluem consumption in Bahrain	r=0.97	11yrs	351
Air quality in St. Marys, Pennsylvania	r=0.95	8yrs	350
UFO sightings in Pennsylvania	r=0.92	12yrs	344
Gasoline pumped in Cayman Islands	r=0.97	11yrs	341
Automotive recalls issued by BMW of North America	r=0.92	12yrs	340
Popularity of the first name Nasir	r=0.95	12yrs	339
Average milk produced per cow in the US	r=0.92	11yrs	338
Automotive recalls for issues with Exterior Lighting	r=0.91	12yrs	334
Gasoline pumped in Iran	r=0.96	11yrs	330
Popularity of the first name Leila	r=0.94	12yrs	328
Liquefied petroleum gas used in Poland	r=0.95	11yrs	318
Popularity of the first name Malachi	r=0.93	12yrs	316
Popularity of the first name Isaias	r=0.93	12yrs	306
USA Population	r=0.89	12yrs	302
Number of highschoolers in the US	r=0.92	8yrs	300
Number of public school students in 11th grade	r=0.92	8yrs	300
Number of public school students in 12th grade	r=0.92	8yrs	300
Annual US household spending on dairy products	r=0.95	6yrs	300
Number of Registered Vehicles in the US	r=0.92	8yrs	297
Popularity of the first name Amira	r=0.93	12yrs	296
Inflation in the US	r=0.9	8yrs	294
Annual US household spending on housekeeping supplies	r=0.91	6yrs	294
Popularity of the first name Xiomara	r=0.93	12yrs	286
The number of movies Meryl Streep appeared in	r=0.88	10yrs	286
Patents granted in the US	r=0.86	12yrs	284
Total number of automotive recalls	r=0.89	12yrs	283
Geothermal power generated in Portugal	r=0.95	11yrs	281
Budget for largest movie production	r=0.86	12yrs	280
US Annual Tax Revenue	r=0.88	12yrs	280
Number of Miss World delegates	r=0.86	11yrs	276
Electricity generation in Saint Vincent/Grenadines	r=0.95	11yrs	271
The number of movies Judy Garland appeared in	r=0.89	8yrs	270
Hispanic cheese consumption	r=0.88	7yrs	268
Number of public school students in 10th grade	r=0.9	8yrs	267
Yogurt consumption	r=0.87	8yrs	267
Number of Lawyers in the United States	r=0.86	8yrs	266
Dried manure used for fertilizer in the US	r=0.86	7yrs	266
New York Times Fiction Best Sellers	r=0.85	10yrs	263
US household spending on eggs	r=0.9	6yrs	262
US household spending on property taxes	r=0.9	6yrs	262
Gender pay gap in the U.S.	r=0.86	8yrs	261
Liquefied petroleum gas used in Ecuador	r=0.95	11yrs	258
Annual US household spending on other household products	r=0.87	6yrs	258
Frank Lampard's Premier League goal tally	r=0.86	6yrs	253
Popularity of the first name Cooper	r=0.93	12yrs	246
Popularity of the first name Gianna	r=0.93	12yrs	236
The number of movies Tom Cruise appeared in	r=0.86	9yrs	236
Popularity of the first name Rylee	r=0.94	11yrs	226
Number of public school students in 8th grade	r=0.87	8yrs	222
Electricity generation in Costa Rica	r=0.95	11yrs	221
Popularity of the first name Phoebe	r=0.93	12yrs	216
Electricity generation in The Bahamas	r=0.95	11yrs	211
Annual Revenue of Walt Disney Company	r=0.86	8yrs	211
Popularity of the first name Reese	r=0.93	12yrs	206
Number of households headed by single fathers in the United States	r=0.86	8yrs	205
Fossil fuel use in The Bahamas	r=0.95	11yrs	201
Popularity of the first name Sienna	r=0.93	12yrs	196
Total Federal Construction Expenditure in the United States	r=0.86	6yrs	196
Electricity generation in Bahrain	r=0.94	11yrs	190
Popularity of the first name Jamison	r=0.93	12yrs	186
Fossil fuel use in Bahrain	r=0.94	11yrs	180
Popularity of the first name Tatum	r=0.93	12yrs	176
Patents granted in the US	r=0.84	12yrs	174
Electricity generation in Cayman Islands	r=0.94	11yrs	170
Popularity of the first name Samara	r=0.93	12yrs	166
Fossil fuel use in Cayman Islands	r=0.94	11yrs	160
Popularity of the first name Mina	r=0.93	12yrs	156
Air quality in Allentown	r=0.82	11yrs	156
Air quality in Philadelphia, Pennsylvania	r=0.83	11yrs	154
Public school high school enrollments in the United States	r=0.83	11yrs	152
The distance between Uranus and Saturn	r=0.81	12yrs	151
Renewable energy production in Costa Rica	r=0.94	11yrs	150
US household spending on housing	r=0.85	6yrs	150
Popularity of the first name Gianni	r=0.93	12yrs	146
American cheese consumption	r=0.85	8yrs	129
Air quality in Scranton, Pennsylvania	r=0.82	11yrs	123
Milk-fat consumption	r=0.84	8yrs	118
Air quality in State College, Pennsylvania	r=0.84	8yrs	113
The number of movies Robert De Niro appeared in	r=0.78	12yrs	112
Cheddar cheese consumption	r=0.82	7yrs	104
Number of public school students in 7th grade	r=0.83	8yrs	102
The number of movies Ben Kingsley appeared in	r=0.79	9yrs	101
Butter consumption	r=0.8	8yrs	92
Number of Las Vegas Hotel Room Check-Ins	r=0.85	10yrs	91
US kids in public school	r=0.82	8yrs	90
Intel Corporation's annual revenue	r=0.85	9yrs	82
Italian-type cheese consumption	r=0.81	7yrs	82
Total number of live births in Australia	r=0.82	12yrs	76
Mozzarella cheese consumption	r=0.81	7yrs	72
American-type cheese consumption	r=0.79	7yrs	59

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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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