Top variables that correlate with Air quality in Cincinnati

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Data source: Environmental Protection Agency
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Air quality in Cincinnati correlates with...

Variable	Correlation	Years	Sys. Score
Wind power generated in Venezuela	r=0.96	10yrs	372
Total length of SciShow Space YouTube videos	r=0.87	10yrs	288
Average milk produced per cow in the US	r=0.79	43yrs	266
Total number of automotive recalls	r=0.75	43yrs	258
Automotive recalls issued by BMW of North America	r=0.73	43yrs	258
Automotive recalls for issues with the Electrical System	r=0.74	43yrs	255
Automotive recalls issued by Hyundai Motor America	r=0.75	37yrs	255
Automotive recalls for issues with the Power Train	r=0.7	43yrs	249
Automotive recalls issued by Chrysler	r=0.66	43yrs	248
Google searches for 'i have the flu'	r=0.82	20yrs	246
Total geothermal power generated globally	r=0.81	42yrs	246
Patents granted in the US	r=0.77	41yrs	245
Customer satisfaction with Dillard's	r=0.77	27yrs	245
USA Population	r=0.8	43yrs	244
Renewable energy production in Canada	r=0.8	42yrs	244
Patents granted in the US	r=0.77	41yrs	242
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.74	43yrs	241
Total number of live births in Australia	r=0.76	43yrs	238
US Annual Tax Revenue	r=0.77	42yrs	238
Budget for largest movie production	r=0.71	43yrs	234
Intel Corporation's annual revenue	r=0.77	36yrs	232
Number of firearms manufactured in the US	r=0.75	36yrs	230
Number of Lawyers in the United States	r=0.7	34yrs	228
Annual Revenue of Walt Disney Company	r=0.74	32yrs	227
Ticket prices at North American movie theaters	r=0.8	22yrs	226
U.S. direct investment abroad	r=0.81	22yrs	226
US Wind Power Generation Capacity	r=0.8	23yrs	224
Gender pay gap in the U.S.	r=0.72	32yrs	224
Popularity of the first name Cecilia	r=0.81	43yrs	224
US production of dry milk products (net)	r=0.8	22yrs	223
US milk fat used to produce cheese (excluding cottage cheese)	r=0.8	22yrs	223
Popularity of the first name Vivian	r=0.8	43yrs	222
Popularity of the first name Leonel	r=0.8	43yrs	222
Renewable energy production in Chile	r=0.8	42yrs	214
Automotive recalls issued by Mercedes-Benz USA	r=0.62	43yrs	212
Automotive recalls issued by Nissan North America	r=0.62	43yrs	212
US household spending on rented dwellings	r=0.85	23yrs	212
US household spending on healthcare	r=0.85	23yrs	212
US household spending on health insurance	r=0.85	23yrs	212
GMO use in corn	r=0.8	24yrs	211
The number of movies Willem Dafoe appeared in	r=0.65	44yrs	210
GMO use in cotton	r=0.81	23yrs	208
Automotive recalls issued by Honda	r=0.6	43yrs	208
Annual US household spending on poultry	r=0.83	23yrs	208
Annual US household spending on health insurance	r=0.83	23yrs	208
Automotive recalls issued by Volkswagen Group of America	r=0.59	43yrs	207
Dominion Energy's stock price (D)	r=0.76	22yrs	207
Annual US household spending on rented dwellings	r=0.82	23yrs	207
Annual US household spending on healthcare	r=0.82	23yrs	207
US household spending on fresh fruits	r=0.82	23yrs	207
US household spending on fresh vegetables	r=0.82	23yrs	207
Electricity generation in Colombia	r=0.8	42yrs	204
Electricity generation in Libya	r=0.8	42yrs	194
US milk fat used to produce yogurt	r=0.8	22yrs	193
Popularity of the first name Marlee	r=0.8	43yrs	192
Fossil fuel use in Libya	r=0.8	42yrs	184
US dairy skim solids used to produce dry milk products	r=0.8	22yrs	182
Popularity of the first name Nolan	r=0.79	43yrs	181
The number of movies Tom Hanks appeared in	r=0.63	44yrs	177
Liquefied petroleum gas used globally	r=0.82	42yrs	174
US dairy skim solids used to produce yogurt, nonfrozen	r=0.8	22yrs	172
Popularity of the first name Callie	r=0.79	43yrs	171
Inflation in the US	r=0.72	31yrs	170
Christmas Price Index in the United States	r=0.72	31yrs	165
Petroluem consumption in Algeria	r=0.82	42yrs	164
Popularity of the first name Kali	r=0.79	43yrs	161
Number of households headed by single fathers in the United States	r=0.7	32yrs	160
Automotive recalls issued by Porsche	r=0.59	43yrs	157
Butter consumption	r=0.76	32yrs	154
Total hydopower energy generated globally	r=0.79	42yrs	153
Popularity of the first name Noelle	r=0.79	43yrs	151
Renewable energy production in Cameroon	r=0.79	42yrs	143
American-type cheese consumption	r=0.77	27yrs	141
Popularity of the first name Raphael	r=0.79	43yrs	141
Electricity generation in Gibraltar	r=0.79	42yrs	133
Italian-type cheese consumption	r=0.77	27yrs	131
Popularity of the first name Alia	r=0.79	43yrs	131
Fossil fuel use in India	r=0.79	42yrs	123
Popularity of the first name Alden	r=0.79	43yrs	121
Muenster cheese consumption	r=0.76	27yrs	120
Electricity generation in Saudi Arabia	r=0.79	42yrs	113
Hispanic cheese consumption	r=0.77	26yrs	110
Popularity of the first name Levi	r=0.78	43yrs	110
Fossil fuel use in Saudi Arabia	r=0.79	42yrs	103
Mozzarella cheese consumption	r=0.76	27yrs	100
Popularity of the first name Harrison	r=0.78	43yrs	100
Fossil fuel use in Algeria	r=0.78	42yrs	92
Popularity of the first name Miles	r=0.78	43yrs	90
American cheese consumption	r=0.71	32yrs	87
The number of Breweries in the United States	r=0.75	33yrs	84
Electricity generation in Brazil	r=0.78	42yrs	82
Popularity of the first name Tucker	r=0.78	43yrs	80
Electricity generation in Brunei	r=0.78	42yrs	72
US Bottled Water Consumption per Person	r=0.8	24yrs	71
Popularity of the first name Emilio	r=0.78	43yrs	70
Electricity generation in Cayman Islands	r=0.78	42yrs	62
Popularity of the first name Eden	r=0.78	43yrs	60
Fossil fuel use in Cayman Islands	r=0.78	42yrs	52
Popularity of the first name Holden	r=0.78	43yrs	50
Popularity of the first name Moshe	r=0.78	43yrs	40
Popularity of the first name Liana	r=0.78	43yrs	30

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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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