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

VariableCorrelationYearsSys. Score
Fossil fuel use in Surinamer=0.9114yrs368
Age of Miss Earth Peagant winnerr=0.966yrs336
Air quality in Harrisburg, Pennsylvaniar=0.8714yrs304
The number of sonographers in Pennsylvaniar=0.936yrs298
US average milk-fat content of whey products (net)r=0.937yrs294
Gasoline pumped in Micronesiar=0.917yrs293
Jet fuel used in Mongoliar=0.98yrs292
Air quality in Gettysburg, Pennsylvaniar=0.8910yrs282
The number of movies Martin Freeman appeared inr=0.887yrs268
Air quality in State College, Pennsylvaniar=0.8710yrs264
Total annual sales revenue of Ford Motors in Canadar=0.896yrs262
US production of whey products (net)r=0.887yrs260
US dairy skim solids used to produce whey productsr=0.887yrs258
The Southern Company's stock price (SO)r=0.866yrs256
The number of judges in Pennsylvaniar=0.866yrs256
Annual US household spending on transportationr=0.857yrs256
Torii Hunter's Hit Countr=0.856yrs252
Solar power generated in Czechiar=0.856yrs226
Jet fuel used in Niuer=0.867yrs216
Hotdogs consumed by Nathan's Hot Dog Eating Competition Championr=0.8114yrs172
Popularity of the first name Aylar=0.8113yrs164
Popularity of the first name Daphner=0.7915yrs163
Popularity of the first name Jacer=0.7815yrs162
Dried manure used for fertilizer in the USr=0.8410yrs161
The number of movies Johnny Depp appeared inr=0.8110yrs155
Google searches for 'how to hide a body'r=0.856yrs154
The number of producers and directors in Pennsylvaniar=0.856yrs150
Number of times 3 was a winning Mega Millions numberr=0.826yrs148
The number of movies Tom Hanks appeared inr=0.7414yrs148
Google searches for 'where to buy toilet paper'r=0.826yrs146
Customer satisfaction with Appler=0.89yrs146
UFO sightings in Pennsylvaniar=0.7115yrs145
Total budget of Marvel comic-based films releasedr=0.779yrs144
Patents granted in the USr=0.715yrs144
Automotive recalls issued by Hondar=0.7313yrs143
Patents granted in the USr=0.7115yrs142
Automotive recalls for issues with the Tiresr=0.7415yrs142
Customer satisfaction with Dillard'sr=0.779yrs142
Number of internet usersr=0.768yrs141
Air quality in Lancaster, Pennsylvaniar=0.8114yrs140
Total Sales at Clothing and Accessories Storesr=0.7410yrs140
UEFA European Cup and Champions League Top Scorer's Goal Countr=0.7315yrs140
Annual US household spending on poultryr=0.787yrs140
Number of Botox Injections Administered to Womenr=0.768yrs138
Intel Corporation's annual revenuer=0.7411yrs138
Total number of automotive recallsr=0.715yrs138
Annual US household spending on medical servicesr=0.777yrs138
Annual US household spending on medical suppliesr=0.777yrs138
Popularity of the first name Linar=0.7815yrs132
Cream and Neufchatel cheese consumptionr=0.818yrs123
Popularity of the first name Abramr=0.7815yrs122
Fossil fuel use in Sri Lankar=0.8214yrs120
The number of actuaries in Pennsylvaniar=0.836yrs118
The number of movies Meryl Streep appeared inr=0.7313yrs116
Air quality in Somerset, Pennsylvaniar=0.8310yrs114
Popularity of the first name Piperr=0.7815yrs112
Liquefied petroleum gas used in Madagascarr=0.8414yrs110
Mozzarella cheese consumptionr=0.798yrs110
The number of animal trainers in Pennsylvaniar=0.836yrs106
The number of movies Nicole Kidman appeared inr=0.7410yrs104
Popularity of the first name Lanar=0.7715yrs100
Air quality in St. Marys, Pennsylvaniar=0.810yrs99
Nuclear power generation in Brazilr=0.8213yrs98
Italian-type cheese consumptionr=0.788yrs98
The number of movies Jessica Biel appeared inr=0.738yrs91
Popularity of the first name Harmonyr=0.7715yrs90
Air quality in St. Marys, Pennsylvaniar=0.810yrs89
Electricity generation in Ghanar=0.8114yrs88
Hispanic cheese consumptionr=0.768yrs86
Popularity of the first name Ever=0.7715yrs80
The number of movies Scarlett Johansson appeared inr=0.728yrs80
Gasoline pumped in Laosr=0.8314yrs78
Air quality in Altoona, Pennsylvaniar=0.7513yrs74
Butter consumptionr=0.7310yrs73
Popularity of the first name Gretar=0.7715yrs70
Petroluem consumption in New Caledoniar=0.8314yrs68
The number of movies Brendan Gleeson appeared inr=0.79yrs68
Milk-fat consumptionr=0.7310yrs63
Air quality in York, Pennsylvaniar=0.7214yrs61
Popularity of the first name Sofiar=0.7615yrs58
Petroluem consumption in Lesothor=0.8214yrs56
Natural cheese consumptionr=0.788yrs51
Popularity of the first name Camdenr=0.7615yrs48
Air quality in Williamsport, Pennsylvaniar=0.714yrs48
Jet fuel used in Surinamer=0.8214yrs46
Average milk produced per cow in the USr=0.7114yrs40
Popularity of the first name Jeffersonr=0.7615yrs38
Fossil fuel use in Madagascarr=0.7914yrs35
Popularity of the first name Presleyr=0.7615yrs28
Liquefied petroleum gas used in Bulgariar=0.8114yrs25
Petroluem consumption in Cabo Verder=0.8114yrs15
Popularity of the first name Eller=0.812yrs6
Gasoline pumped in Ghanar=0.8114yrs5
Petroluem consumption in Laosr=0.8114yrs-5
Popularity of the first name Luciar=0.7615yrs-6
Jet fuel used in Netherlands Antillesr=0.8114yrs-15
Popularity of the first name Havenr=0.7615yrs-16
Petroluem consumption in Tanzaniar=0.8114yrs-25
Popularity of the first name Aubreer=0.7615yrs-26
Popularity of the first name Teaganr=0.7813yrs-36
Popularity of the first name Serenityr=0.7615yrs-46


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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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