Top variables that correlate with Air quality in Wilmington, Ohio

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Data source: Environmental Protection Agency
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Air quality in Wilmington, Ohio correlates with...

Variable	Correlation	Years	Sys. Score
Electricity generation in Russia	r=0.86	30yrs	346
Petroluem consumption in Turks and Caicos Islands	r=0.85	27yrs	339
Wind power generated in Venezuela	r=0.94	10yrs	338
Patents granted to Apple	r=0.92	12yrs	336
Associates degrees awarded in Emergency medical tech	r=0.91	11yrs	315
How cool Mark Rober YouTube video titles are	r=0.89	13yrs	288
Average number of comments on OverSimplified YouTube videos	r=0.89	7yrs	288
Total length of OverSimplified YouTube videos	r=0.85	7yrs	282
Customer satisfaction with Apple	r=0.81	28yrs	252
Customer satisfaction with Dillard's	r=0.8	27yrs	250
Automotive recalls issued by Hyundai Motor America	r=0.71	37yrs	249
Number of Lawyers in the United States	r=0.75	34yrs	235
Intel Corporation's annual revenue	r=0.77	36yrs	232
Number of households headed by single fathers in the United States	r=0.78	32yrs	232
Annual Revenue of Walt Disney Company	r=0.77	32yrs	232
Inflation in the US	r=0.79	31yrs	230
Number of internet users	r=0.81	24yrs	230
Total Sales at Clothing and Accessories Stores	r=0.75	31yrs	228
Gender pay gap in the U.S.	r=0.75	32yrs	228
Number of Registered Vehicles in the US	r=0.75	32yrs	226
Number of firearms manufactured in the US	r=0.73	36yrs	226
US milk fat used to produce yogurt	r=0.82	22yrs	226
US milk fat used to produce whey products (net)	r=0.81	22yrs	224
The number of massage therapists in Ohio	r=0.82	20yrs	224
US dairy skim solids used to produce yogurt, nonfrozen	r=0.8	22yrs	222
GMO use in corn	r=0.84	24yrs	217
GMO use in corn grown in Ohio	r=0.82	24yrs	214
Number of public school students in 12th grade	r=0.78	33yrs	214
Popularity of the first name Armani	r=0.77	37yrs	212
GMO use in corn	r=0.78	24yrs	208
Google searches for 'i have the flu'	r=0.77	20yrs	208
Electricity generation in Kazakhstan	r=0.84	30yrs	208
Grocery store spend in Ohio	r=0.82	24yrs	206
Restaurant spending in Ohio	r=0.8	24yrs	206
Number of public school students in 11th grade	r=0.73	33yrs	206
Fomento Econ's stock price (FMX)	r=0.75	22yrs	206
Rogers Communications' stock price (RCI)	r=0.75	22yrs	206
Food spending in Ohio	r=0.81	24yrs	205
Kellogg's stock price (K)	r=0.74	22yrs	204
Annual US household spending on laundry and cleaning supplies	r=0.8	23yrs	204
US household spending on rented dwellings	r=0.8	23yrs	204
Popularity of the first name Kennedi	r=0.73	34yrs	203
Annual US household spending on telephone services	r=0.79	23yrs	202
US household spending on healthcare	r=0.79	23yrs	202
US household spending on health insurance	r=0.79	23yrs	202
Automotive recalls for issues with the Air Bags	r=0.64	33yrs	200
Liquefied petroleum gas used in Mali	r=0.83	34yrs	198
Ticket prices at North American movie theaters	r=0.79	22yrs	194
Number of edits to the Wikipedia article for Thanksgiving	r=-0.9	16yrs	192
Yogurt consumption	r=0.79	32yrs	189
Yearly Total Gross Income of US Farms	r=0.75	23yrs	188
The number of social and community service managers in Ohio	r=0.78	20yrs	188
Total Revenue of the NFL Teams	r=0.77	20yrs	186
Biomass power generated in Hungary	r=0.81	32yrs	186
The number of pharmacy technicians in Ohio	r=0.76	20yrs	185
Italian-type cheese consumption	r=0.82	27yrs	178
GMO use in cotton	r=0.81	23yrs	178
Wind power generated in New Zealand	r=0.82	30yrs	176
Total budget of Marvel comic-based films released	r=0.7	35yrs	174
U.S. direct investment abroad	r=0.8	22yrs	169
Hispanic cheese consumption	r=0.82	26yrs	168
Nuclear power generation in Russia	r=0.82	30yrs	166
Christmas Price Index in the United States	r=0.73	31yrs	162
Gasoline Prices in the US	r=0.7	33yrs	157
Mozzarella cheese consumption	r=0.81	27yrs	157
Biomass power generated in Singapore	r=0.81	32yrs	156
Lloyds Banking Group's stock price (LYG)	r=-0.82	22yrs	155
US Shoe Store Sales	r=0.73	30yrs	150
Butter consumption	r=0.77	32yrs	146
Gasoline pumped in Kazakhstan	r=0.84	30yrs	146
Annual count of part-time employees in the United States	r=0.7	33yrs	144
Citigroup's stock price (C)	r=-0.81	22yrs	144
Wind power generated in Japan	r=0.81	30yrs	134
Milk-fat consumption	r=0.75	32yrs	133
Biomass power generated in Uruguay	r=0.8	32yrs	124
American cheese consumption	r=0.74	32yrs	122
Liquefied petroleum gas used in Bosnia and Herzegovina	r=0.83	30yrs	114
American-type cheese consumption	r=0.76	27yrs	110
Economic output of Washington metro area	r=0.8	21yrs	107
Liquefied petroleum gas used in Togo	r=0.8	35yrs	104
Natural cheese consumption	r=0.81	27yrs	100
Super Bowl TV viewership	r=0.68	33yrs	100
Total employee count at Continental AG	r=0.75	24yrs	94
Petroluem consumption in Turkmenistan	r=0.83	30yrs	94
Average milk produced per cow in the US	r=0.59	43yrs	86
Number of websites on the internet	r=0.68	28yrs	86
Nuclear power generation in Czechia	r=0.81	29yrs	83
US Wind Power Generation Capacity	r=0.74	23yrs	80
Adidas Group's Global Net Sales	r=0.75	23yrs	74
Biomass power generated in Slovakia	r=0.81	29yrs	73
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.8	22yrs	72
Fossil fuel use in Eritrea	r=0.81	28yrs	62
Wind power generated in Latvia	r=0.82	26yrs	52
US production of cheese (other than cottage cheese)	r=0.78	22yrs	50
The number of Breweries in the United States	r=0.7	33yrs	46
Petroluem consumption in Bosnia and Herzegovina	r=0.82	30yrs	42
US milk fat used to produce cheese (excluding cottage cheese)	r=0.78	22yrs	40
US milk fat used to produce sour cream	r=0.78	22yrs	30
US production of yogurt, nonfrozen	r=0.77	22yrs	18
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.78	22yrs	8
US dairy skim solids used to produce sour cream	r=0.78	22yrs	-2

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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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