Top variables that correlate with Air quality in Somerset, Pennsylvania

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Data source: Environmental Protection Agency
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Air quality in Somerset, Pennsylvania correlates with...

Variable	Correlation	Years	Sys. Score
Biomass power generated in Solomon Islands	r=0.89	16yrs	337
Global Net Sales for Walmart	r=0.86	17yrs	332
Average milk produced per cow in the US	r=0.8	33yrs	257
Total number of automotive recalls	r=0.79	33yrs	254
Automotive recalls issued by BMW of North America	r=0.74	33yrs	250
Automotive recalls for issues with the Electrical System	r=0.73	33yrs	244
Number of Lawyers in the United States	r=0.79	33yrs	240
Automotive recalls for issues with the Power Train	r=0.71	33yrs	240
USA Population	r=0.81	33yrs	236
Patents granted in the US	r=0.78	31yrs	236
Annual Revenue of Walt Disney Company	r=0.79	32yrs	234
Patents granted in the US	r=0.78	31yrs	234
Total geothermal power generated globally	r=0.8	32yrs	234
Renewable energy production in Cameroon	r=0.8	32yrs	234
Intel Corporation's annual revenue	r=0.79	33yrs	232
Number of households headed by single fathers in the United States	r=0.78	32yrs	232
Gender pay gap in the U.S.	r=0.76	32yrs	230
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.73	33yrs	230
Inflation in the US	r=0.77	31yrs	228
Number of Registered Vehicles in the US	r=0.77	32yrs	228
US Annual Tax Revenue	r=0.76	32yrs	227
Total Sales at Clothing and Accessories Stores	r=0.73	31yrs	224
American cheese consumption	r=0.77	32yrs	216
Popularity of the first name Alia	r=0.82	33yrs	216
Popularity of the first name Eve	r=0.82	33yrs	216
Number of public school students in 12th grade	r=0.78	33yrs	214
Popularity of the first name Georgia	r=0.81	33yrs	214
Milk-fat consumption	r=0.74	32yrs	212
Google searches for 'how to immigrate to canada'	r=0.76	20yrs	211
Automotive recalls issued by Hyundai Motor America	r=0.67	33yrs	209
Automotive recalls issued by Honda	r=0.66	33yrs	208
Number of public school students in 11th grade	r=0.74	33yrs	208
Number of highschoolers in the US	r=0.73	33yrs	206
The distance between Neptune and Uranus	r=0.73	34yrs	206
Renewable energy production in Costa Rica	r=0.8	32yrs	204
Automotive recalls for issues with the Tires	r=0.67	33yrs	204
Average SAT score in math	r=0.64	33yrs	204
Violent crime rates	r=-0.78	33yrs	200
Wind power generated in Denmark	r=0.8	32yrs	194
UFO sightings in Pennsylvania	r=0.68	32yrs	192
Google searches for 'President phone number'	r=0.76	20yrs	190
UEFA European Cup and Champions League Top Scorer's Goal Count	r=0.68	33yrs	186
Electricity generation in Gibraltar	r=0.8	32yrs	184
Google searches for 'i have the flu'	r=0.74	20yrs	184
Arson in United States	r=-0.82	33yrs	184
Robberies in Pennsylvania	r=-0.83	33yrs	184
Warner Bros. Discovery's stock price (WBD)	r=0.76	18yrs	183
Popularity of the first name Sebastian	r=0.8	33yrs	182
Number of times 13 was a winning Mega Millions number	r=0.69	22yrs	180
Automotive recalls issued by Volkswagen Group of America	r=0.61	33yrs	180
Automotive recalls issued by Mercedes-Benz USA	r=0.61	33yrs	180
Yogurt consumption	r=0.72	32yrs	178
Electricity generation in Greenland	r=0.8	32yrs	174
US kids in public school	r=0.71	33yrs	174
Popularity of the first name Elaina	r=0.8	33yrs	172
Italian-type cheese consumption	r=0.75	27yrs	168
Electricity generation in Lebanon	r=0.8	32yrs	164
Number of public school students in 10th grade	r=0.71	33yrs	164
Popularity of the first name Gwendolyn	r=0.8	33yrs	162
Mozzarella cheese consumption	r=0.75	27yrs	158
Fossil fuel use in Lebanon	r=0.8	32yrs	154
Popularity of the first name Haven	r=0.8	33yrs	152
Number of public school students in 8th grade	r=0.7	33yrs	152
Burglary rates in the US	r=-0.8	33yrs	152
US average dairy skim-solid content of yogurt, nonfrozen	r=0.84	22yrs	146
Electricity generation in Tunisia	r=0.8	32yrs	144
Robberies in the US	r=-0.8	33yrs	142
Popularity of the first name Parker	r=0.79	33yrs	141
Global annual electricity generation	r=0.83	18yrs	139
Gasoline pumped in New Caledonia	r=0.82	32yrs	134
Popularity of the first name Naomi	r=0.79	33yrs	131
Natural cheese consumption	r=0.75	27yrs	130
Burglaries in Pennsylvania	r=-0.79	33yrs	130
US Shoe Store Sales	r=0.7	30yrs	126
Electricity generation in Brunei	r=0.79	32yrs	123
Popularity of the first name Nolan	r=0.79	33yrs	121
Total budget of Marvel comic-based films released	r=0.66	33yrs	121
Electricity generation in Cayman Islands	r=0.79	32yrs	113
Annual count of part-time employees in the United States	r=0.66	33yrs	113
Popularity of the first name Leonardo	r=0.79	33yrs	111
Christmas Price Index in the United States	r=0.67	31yrs	107
The number of Breweries in the United States	r=0.7	33yrs	106
US milk fat used to produce dry milk products	r=0.74	22yrs	104
Fossil fuel use in Cayman Islands	r=0.79	32yrs	103
Gasoline Prices in the US	r=0.63	33yrs	102
Popularity of the first name Talia	r=0.79	33yrs	101
Median US Household Income	r=0.65	32yrs	95
Electricity generation in Costa Rica	r=0.79	32yrs	93
Popularity of the first name Armani	r=0.79	33yrs	91
Hydopower energy generated in Costa Rica	r=0.79	32yrs	83
Popularity of the first name Ellie	r=0.79	33yrs	81
Electricity generation in Cuba	r=0.79	32yrs	73
Popularity of the first name Pierce	r=0.79	33yrs	71
Electricity generation in Kuwait	r=0.79	32yrs	63
Popularity of the first name Amari	r=0.79	33yrs	61
Liquefied petroleum gas used in Costa Rica	r=0.81	32yrs	53
Popularity of the first name Daphne	r=0.79	33yrs	51
Liquefied petroleum gas used in Guyana	r=0.81	32yrs	43
Popularity of the first name Cyrus	r=0.79	33yrs	41
Popularity of the first name Asa	r=0.79	33yrs	31
Popularity of the first name Alden	r=0.79	33yrs	21

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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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