Top variables that correlate with Votes for Democratic Senators in Pennsylvania

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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...

Variable	Correlation	Years	Has img?
Age of Miss Earth Peagant winner	r=0.96	6yrs	No
Fossil fuel use in Suriname	r=0.91	14yrs	No
Air quality in Harrisburg, Pennsylvania	r=0.87	14yrs	No
Solar power generated in Czechia	r=0.85	6yrs	No

Votes for Democratic Senators in Pennsylvania also correlates with...

Variable	Correlation	Years	Sys. Score
The number of sonographers in Pennsylvania	r=0.93	6yrs	298
US average milk-fat content of whey products (net)	r=0.93	7yrs	294
Gasoline pumped in Micronesia	r=0.91	7yrs	293
Jet fuel used in Mongolia	r=0.9	8yrs	292
Air quality in Gettysburg, Pennsylvania	r=0.89	10yrs	282
The number of movies Martin Freeman appeared in	r=0.88	7yrs	268
Air quality in State College, Pennsylvania	r=0.87	10yrs	264
Total annual sales revenue of Ford Motors in Canada	r=0.89	6yrs	262
US production of whey products (net)	r=0.88	7yrs	260
US dairy skim solids used to produce whey products	r=0.88	7yrs	258
The Southern Company's stock price (SO)	r=0.86	6yrs	256
The number of judges in Pennsylvania	r=0.86	6yrs	256
Annual US household spending on transportation	r=0.85	7yrs	256
Torii Hunter's Hit Count	r=0.85	6yrs	252
Jet fuel used in Niue	r=0.86	7yrs	216
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.81	14yrs	172
Popularity of the first name Ayla	r=0.81	13yrs	164
Popularity of the first name Daphne	r=0.79	15yrs	163
Popularity of the first name Jace	r=0.78	15yrs	162
Dried manure used for fertilizer in the US	r=0.84	10yrs	161
The number of movies Johnny Depp appeared in	r=0.81	10yrs	155
Google searches for 'how to hide a body'	r=0.85	6yrs	154
The number of producers and directors in Pennsylvania	r=0.85	6yrs	150
Number of times 3 was a winning Mega Millions number	r=0.82	6yrs	148
The number of movies Tom Hanks appeared in	r=0.74	14yrs	148
Google searches for 'where to buy toilet paper'	r=0.82	6yrs	146
Customer satisfaction with Apple	r=0.8	9yrs	146
UFO sightings in Pennsylvania	r=0.71	15yrs	145
Total budget of Marvel comic-based films released	r=0.77	9yrs	144
Patents granted in the US	r=0.7	15yrs	144
Automotive recalls issued by Honda	r=0.73	13yrs	143
Patents granted in the US	r=0.71	15yrs	142
Automotive recalls for issues with the Tires	r=0.74	15yrs	142
Customer satisfaction with Dillard's	r=0.77	9yrs	142
Number of internet users	r=0.76	8yrs	141
Air quality in Lancaster, Pennsylvania	r=0.81	14yrs	140
Total Sales at Clothing and Accessories Stores	r=0.74	10yrs	140
UEFA European Cup and Champions League Top Scorer's Goal Count	r=0.73	15yrs	140
Annual US household spending on poultry	r=0.78	7yrs	140
Number of Botox Injections Administered to Women	r=0.76	8yrs	138
Intel Corporation's annual revenue	r=0.74	11yrs	138
Total number of automotive recalls	r=0.7	15yrs	138
Annual US household spending on medical services	r=0.77	7yrs	138
Annual US household spending on medical supplies	r=0.77	7yrs	138
Popularity of the first name Lina	r=0.78	15yrs	132
Cream and Neufchatel cheese consumption	r=0.81	8yrs	123
Popularity of the first name Abram	r=0.78	15yrs	122
Fossil fuel use in Sri Lanka	r=0.82	14yrs	120
The number of actuaries in Pennsylvania	r=0.83	6yrs	118
The number of movies Meryl Streep appeared in	r=0.73	13yrs	116
Air quality in Somerset, Pennsylvania	r=0.83	10yrs	114
Popularity of the first name Piper	r=0.78	15yrs	112
Liquefied petroleum gas used in Madagascar	r=0.84	14yrs	110
Mozzarella cheese consumption	r=0.79	8yrs	110
The number of animal trainers in Pennsylvania	r=0.83	6yrs	106
The number of movies Nicole Kidman appeared in	r=0.74	10yrs	104
Popularity of the first name Lana	r=0.77	15yrs	100
Air quality in St. Marys, Pennsylvania	r=0.8	10yrs	99
Nuclear power generation in Brazil	r=0.82	13yrs	98
Italian-type cheese consumption	r=0.78	8yrs	98
The number of movies Jessica Biel appeared in	r=0.73	8yrs	91
Popularity of the first name Harmony	r=0.77	15yrs	90
Air quality in St. Marys, Pennsylvania	r=0.8	10yrs	89
Electricity generation in Ghana	r=0.81	14yrs	88
Hispanic cheese consumption	r=0.76	8yrs	86
Popularity of the first name Eve	r=0.77	15yrs	80
The number of movies Scarlett Johansson appeared in	r=0.72	8yrs	80
Gasoline pumped in Laos	r=0.83	14yrs	78
Air quality in Altoona, Pennsylvania	r=0.75	13yrs	74
Butter consumption	r=0.73	10yrs	73
Popularity of the first name Greta	r=0.77	15yrs	70
Petroluem consumption in New Caledonia	r=0.83	14yrs	68
The number of movies Brendan Gleeson appeared in	r=0.7	9yrs	68
Milk-fat consumption	r=0.73	10yrs	63
Air quality in York, Pennsylvania	r=0.72	14yrs	61
Popularity of the first name Sofia	r=0.76	15yrs	58
Petroluem consumption in Lesotho	r=0.82	14yrs	56
Natural cheese consumption	r=0.78	8yrs	51
Popularity of the first name Camden	r=0.76	15yrs	48
Air quality in Williamsport, Pennsylvania	r=0.7	14yrs	48
Jet fuel used in Suriname	r=0.82	14yrs	46
Average milk produced per cow in the US	r=0.71	14yrs	40
Popularity of the first name Jefferson	r=0.76	15yrs	38
Fossil fuel use in Madagascar	r=0.79	14yrs	35
Popularity of the first name Presley	r=0.76	15yrs	28
Liquefied petroleum gas used in Bulgaria	r=0.81	14yrs	25
Petroluem consumption in Cabo Verde	r=0.81	14yrs	15
Popularity of the first name Elle	r=0.8	12yrs	6
Gasoline pumped in Ghana	r=0.81	14yrs	5
Petroluem consumption in Laos	r=0.81	14yrs	-5
Popularity of the first name Lucia	r=0.76	15yrs	-6
Jet fuel used in Netherlands Antilles	r=0.81	14yrs	-15
Popularity of the first name Haven	r=0.76	15yrs	-16
Petroluem consumption in Tanzania	r=0.81	14yrs	-25
Popularity of the first name Aubree	r=0.76	15yrs	-26
Popularity of the first name Teagan	r=0.78	13yrs	-36
Popularity of the first name Serenity	r=0.76	15yrs	-46

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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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