Top variables that correlate with Air quality in York, Pennsylvania

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

Variable	Correlation	Years	Has img?
Butter consumption	r=0.81	32yrs	Yes!

Air quality in York, Pennsylvania also correlates with...

Variable	Correlation	Years	Sys. Score
Biomass power generated in Madagascar	r=0.96	12yrs	404
Patents granted to Hyundai	r=0.97	8yrs	370
US milk fat used to produce whey products (net)	r=0.87	22yrs	338
US milk fat used to produce yogurt	r=0.86	22yrs	337
The number of compliance officers in Pennsylvania	r=0.91	13yrs	336
Customer satisfaction with TJ Maxx	r=0.88	14yrs	324
How professional-sounding SmarterEveryDay YouTube video titles are	r=0.89	17yrs	322
GMO use in cotton	r=0.85	23yrs	320
Average milk produced per cow in the US	r=0.73	43yrs	256
Automotive recalls for issues with the Electrical System	r=0.74	43yrs	255
Total number of automotive recalls	r=0.72	43yrs	254
Automotive recalls issued by BMW of North America	r=0.68	43yrs	250
Customer satisfaction with Apple	r=0.77	28yrs	246
Automotive recalls issued by Mercedes-Benz USA	r=0.64	43yrs	244
Automotive recalls issued by Hyundai Motor America	r=0.68	37yrs	244
Electricity generation in Bangladesh	r=0.79	42yrs	243
Fossil fuel use in Bangladesh	r=0.79	42yrs	243
Patents granted in the US	r=0.75	41yrs	242
Automotive recalls for issues with the Power Train	r=0.65	43yrs	242
Automotive recalls issued by Volkswagen Group of America	r=0.62	43yrs	242
Total number of live births in Australia	r=0.77	43yrs	240
Patents granted in the US	r=0.75	41yrs	239
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.71	43yrs	236
USA Population	r=0.74	43yrs	235
Intel Corporation's annual revenue	r=0.77	36yrs	232
US Annual Tax Revenue	r=0.72	42yrs	231
U.S. direct investment abroad	r=0.84	22yrs	230
Annual Revenue of Walt Disney Company	r=0.76	32yrs	230
Number of firearms manufactured in the US	r=0.75	36yrs	230
Budget for largest movie production	r=0.68	43yrs	229
Ticket prices at North American movie theaters	r=0.82	22yrs	229
Number of Lawyers in the United States	r=0.71	34yrs	229
Economic output of Washington metro area	r=0.84	21yrs	228
Inflation in the US	r=0.76	31yrs	226
UFO sightings in Pennsylvania	r=0.64	42yrs	226
Popularity of the first name Levi	r=0.81	43yrs	224
UEFA European Cup and Champions League Top Scorer's Goal Count	r=0.65	43yrs	222
Popularity of the first name Henry	r=0.8	43yrs	222
Popularity of the first name Brielle	r=0.8	43yrs	222
GMO use in corn	r=0.84	24yrs	217
Google searches for 'i have the flu'	r=0.82	20yrs	216
Renewable energy production in Congo-Kinshasa	r=0.79	42yrs	213
The number of movies Tom Hanks appeared in	r=0.67	44yrs	213
Hydopower energy generated in Congo-Kinshasa	r=0.79	42yrs	203
US milk fat used to produce sour cream	r=0.84	22yrs	199
Fossil fuel use in Equatorial Guinea	r=0.79	42yrs	193
Popularity of the first name Valentina	r=0.8	43yrs	192
US dairy skim solids used to produce sour cream	r=0.85	22yrs	189
Geothermal power generated in New Zealand	r=0.79	42yrs	183
Popularity of the first name Stella	r=0.8	43yrs	182
US dairy skim solids used to produce yogurt, nonfrozen	r=0.84	22yrs	178
Number of households headed by single fathers in the United States	r=0.74	32yrs	176
Electricity generation in Qatar	r=0.79	42yrs	173
Popularity of the first name Leighton	r=0.8	43yrs	172
Global plane crashes	r=0.67	43yrs	169
US production of cheese (other than cottage cheese)	r=0.82	22yrs	166
Gasoline pumped in Sao Tome and Principe	r=0.81	42yrs	163
Total Sales at Clothing and Accessories Stores	r=0.71	31yrs	162
Popularity of the first name Camilla	r=0.8	43yrs	162
US Shoe Store Sales	r=0.74	30yrs	157
US production of yogurt, nonfrozen	r=0.82	22yrs	156
Total hydopower energy generated globally	r=0.78	42yrs	152
Adidas Group's Global Net Sales	r=0.81	23yrs	152
Popularity of the first name Liam	r=0.79	43yrs	151
Total budget of Marvel comic-based films released	r=0.69	35yrs	147
US milk fat used to produce cheese (excluding cottage cheese)	r=0.82	22yrs	146
Fossil fuel use in Algeria	r=0.78	42yrs	142
Christmas Price Index in the United States	r=0.73	31yrs	142
Popularity of the first name Evelyn	r=0.79	43yrs	141
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.83	22yrs	136
Gender pay gap in the U.S.	r=0.7	32yrs	136
Biomass power generated in Belgium	r=0.78	42yrs	132
Popularity of the first name Amelia	r=0.79	43yrs	131
Number of Registered Vehicles in the US	r=0.7	32yrs	128
US production of whey products (net)	r=0.81	22yrs	124
Fossil fuel use in Bolivia	r=0.78	42yrs	122
Popularity of the first name Charlotte	r=0.79	43yrs	121
US production of sour cream	r=0.81	22yrs	114
Biomass power generated in Brazil	r=0.78	42yrs	112
Popularity of the first name Vivian	r=0.79	43yrs	111
US dairy skim solids used to produce whey products	r=0.81	22yrs	103
Electricity generation in Equatorial Guinea	r=0.78	42yrs	102
Popularity of the first name Roman	r=0.79	43yrs	101
Fossil fuel use in India	r=0.78	42yrs	92
Popularity of the first name Lucy	r=0.79	43yrs	91
Biomass power generated in Italy	r=0.78	42yrs	82
Popularity of the first name Charlie	r=0.79	43yrs	81
Hispanic cheese consumption	r=0.8	26yrs	74
Electricity generation in Jordan	r=0.78	42yrs	72
Popularity of the first name Graham	r=0.79	43yrs	71
Yogurt consumption	r=0.75	32yrs	63
Fossil fuel use in Madagascar	r=0.78	42yrs	62
Popularity of the first name Elliot	r=0.79	43yrs	61
Fossil fuel use in Maldives	r=0.78	42yrs	52
Milk-fat consumption	r=0.74	32yrs	52
Popularity of the first name Genevieve	r=0.79	43yrs	51
Muenster cheese consumption	r=0.78	27yrs	42
Popularity of the first name Sawyer	r=0.79	43yrs	41
Popularity of the first name Lena	r=0.79	43yrs	31
US Bottled Water Consumption per Person	r=0.82	24yrs	24

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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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