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

← Discover a correlation

A linear line chart

Data source: MIT Election Data and Science Lab, Harvard Dataverse
Report an error

Votes for the Republican Presidential candidate in Pennsylvania correlates with...

Variable	Correlation	Years	Has img?
Number of public school students in 6th grade	r=0.99	8yrs	No
Jet fuel used in Micronesia	r=0.95	6yrs	No
Gasoline pumped in Namibia	r=0.92	8yrs	No
Liquefied petroleum gas used in Turkmenistan	r=0.92	8yrs	No
Frank Lampard's Premier League goal tally	r=0.86	6yrs	No
Number of Lawyers in the United States	r=0.85	8yrs	No
American cheese consumption	r=0.82	8yrs	Yes!

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

Variable	Correlation	Years	Sys. Score
Number of public school students in 7th grade	r=0.97	8yrs	372
Number of public school students in 8th grade	r=0.94	8yrs	318
US average dairy skim-solid content of yogurt, nonfrozen	r=0.93	6yrs	294
US kids in public school	r=0.91	8yrs	268
Number of Registered Vehicles in the US	r=0.86	8yrs	258
Number of public school students in 5th grade	r=0.91	8yrs	258
Number of public school students in 10th grade	r=0.9	8yrs	247
Petroluem consumption in Somalia	r=0.85	11yrs	243
Geothermal power generated in Costa Rica	r=0.9	8yrs	226
Biomass power generated in Taiwan	r=0.89	8yrs	214
Number of highschoolers in the US	r=0.89	8yrs	206
Nuclear power generation in Mexico	r=0.87	8yrs	201
Number of public school students in 11th grade	r=0.86	8yrs	191
Liquefied petroleum gas used in Czechia	r=0.86	7yrs	186
Liquefied petroleum gas used in Slovenia	r=0.86	8yrs	176
Milk-fat consumption	r=0.81	8yrs	153
Air quality in St. Marys, Pennsylvania	r=0.84	8yrs	153
Annual US household spending on new cars	r=0.85	6yrs	150
The number of movies Laura Linney appeared in	r=0.79	8yrs	150
Number of households headed by single fathers in the United States	r=0.82	8yrs	148
Annual Revenue of Walt Disney Company	r=0.81	8yrs	148
Popularity of the first name Kennedi	r=0.83	8yrs	147
Popularity of the first name Emani	r=0.83	8yrs	147
Gender pay gap in the U.S.	r=0.79	8yrs	146
Average SAT score in math	r=0.78	8yrs	146
Total Sales at Clothing and Accessories Stores	r=0.78	8yrs	144
Automotive recalls issued by Mack Trucks	r=0.75	11yrs	144
Inflation in the US	r=0.79	8yrs	142
Popularity of the first name Harlie	r=0.75	8yrs	135
Air quality in Somerset, Pennsylvania	r=0.72	8yrs	135
Automotive recalls issued by Toyota	r=0.78	6yrs	134
US Shoe Store Sales	r=0.72	8yrs	132
Annual count of part-time employees in the United States	r=0.72	8yrs	132
Annual US household spending on vehicle purchaes	r=0.8	6yrs	132
Median US Household Income	r=0.71	8yrs	130
US household spending on medical supplies	r=0.79	6yrs	130
Hot days in Sydney	r=0.64	12yrs	126
Total private high school enrollment in the United States	r=0.65	11yrs	124
Annual US household spending on used cars	r=0.74	6yrs	123
Points scored by the Pittsburgh Steelers	r=0.61	12yrs	120
Annual US household spending on furniture	r=0.72	6yrs	120
Air quality in State College, Pennsylvania	r=0.69	8yrs	120
The number of movies Brendan Gleeson appeared in	r=0.66	7yrs	120
Cream and Neufchatel cheese consumption	r=0.78	7yrs	118
The number of movies Michelle Rodriguez appeared in	r=0.66	6yrs	118
US household spending on major appliances	r=0.69	6yrs	115
Yogurt consumption	r=0.75	8yrs	104
Popularity of the first name Denzel	r=-0.94	11yrs	104
Popularity of the first name Brea	r=-0.92	12yrs	94
Popularity of the first name Symone	r=-0.93	11yrs	84
Mozzarella cheese consumption	r=0.75	7yrs	83
Air quality in Somerset, Pennsylvania	r=0.64	8yrs	83
The number of movies Viola Davis appeared in	r=0.62	6yrs	82
Number of public school students in 9th grade	r=0.85	8yrs	74
Global Commercial Vehicle Production	r=0.75	6yrs	74
Cheddar cheese consumption	r=0.74	7yrs	72
Popularity of the first name Shelbie	r=-0.9	12yrs	72
Average household spend on Christmas Gifts	r=0.67	6yrs	65
Number of public school students in 4th grade	r=0.84	8yrs	63
Electricity generation in Bosnia and Herzegovina	r=0.84	8yrs	62
American-type cheese consumption	r=0.73	7yrs	60
Popularity of the first name Dalvin	r=-0.89	12yrs	60
US Highway Vehicle Gasoline Consumption	r=0.68	8yrs	56
Italian-type cheese consumption	r=0.73	7yrs	50
Jet fuel used in Aruba	r=0.85	7yrs	49
Number of public school students in 12th grade	r=0.81	8yrs	48
Popularity of the first name Ruth	r=0.67	12yrs	47
NASA's budget appropriation	r=-0.84	12yrs	43
Jet fuel used in Somalia	r=0.82	11yrs	38
Super Bowl TV viewership	r=0.62	8yrs	37
Natural cheese consumption	r=0.75	7yrs	36
Popularity of the first name Jolene	r=0.61	12yrs	28
Petroluem consumption in Namibia	r=0.82	8yrs	26
Hispanic cheese consumption	r=0.67	7yrs	21
Petroluem consumption in Turkmenistan	r=0.82	8yrs	16
Popularity of the first name Zaria	r=0.69	8yrs	16
Number of public school students in 3rd grade	r=0.69	8yrs	10
Butter consumption	r=0.65	8yrs	9
Popularity of the first name Lionel	r=0.58	12yrs	4
Electricity generation in Namibia	r=0.78	7yrs	2
Popularity of the first name Devonte	r=-0.91	11yrs	-8
Hydopower energy generated in Slovenia	r=0.77	8yrs	-9
The number of Breweries in the United States	r=0.62	8yrs	-16
Popularity of the first name Javonte	r=-0.93	10yrs	-18
Gasoline pumped in Turkmenistan	r=0.79	8yrs	-19
Fossil fuel use in Bosnia and Herzegovina	r=0.76	8yrs	-30
Popularity of the first name Shelby	r=-0.89	12yrs	-30
Petroluem consumption in Liberia	r=0.76	11yrs	-40
Popularity of the first name Dillon	r=-0.88	12yrs	-40
Popularity of the first name Devante	r=-0.91	9yrs	-50
Gasoline pumped in Cabo Verde	r=0.78	7yrs	-52
Popularity of the first name Bria	r=-0.88	12yrs	-60
Popularity of the first name Shelbi	r=-0.89	12yrs	-70
Popularity of the first name Davonte	r=-0.91	9yrs	-80

Loading...!

<< Back to discover a correlation

^{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.)


Issue:
Additional details: Optional
Confirm you are a human: