Top variables that correlate with Air quality in Youngstown, Ohio

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

Variable	Correlation	Years	Sys. Score
Wind power generated in Venezuela	r=0.97	10yrs	403
Wind power generated in Japan	r=0.86	30yrs	346
Wind power generated in New Zealand	r=0.86	30yrs	346
US milk fat used to produce yogurt	r=0.86	22yrs	337
The number of forensic science technicians in Ohio	r=0.85	20yrs	334
GMO use in corn	r=0.87	24yrs	326
GMO use in corn grown in Ohio	r=0.85	24yrs	324
Biomass power generated in Slovakia	r=0.85	29yrs	314
Petroluem consumption in Turks and Caicos Islands	r=0.86	27yrs	300
Wind power generated in Czechia	r=0.85	22yrs	287
Liquefied petroleum gas used in Maldives	r=0.86	18yrs	272
Average milk produced per cow in the US	r=0.8	43yrs	267
Total number of automotive recalls	r=0.76	43yrs	260
Automotive recalls issued by BMW of North America	r=0.71	43yrs	255
Automotive recalls for issues with the Electrical System	r=0.73	43yrs	254
Customer satisfaction with Apple	r=0.78	28yrs	248
Total number of live births in Australia	r=0.82	43yrs	247
USA Population	r=0.81	43yrs	246
Automotive recalls for issues with the Power Train	r=0.68	43yrs	246
Automotive recalls issued by Hyundai Motor America	r=0.69	37yrs	246
Patents granted in the US	r=0.77	41yrs	245
Customer satisfaction with Dillard's	r=0.77	27yrs	245
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.76	43yrs	244
Automotive recalls issued by Honda	r=0.64	43yrs	244
Automotive recalls issued by Nissan North America	r=0.63	43yrs	243
Patents granted in the US	r=0.77	41yrs	242
Customer satisfaction with Southwest Airlines	r=0.74	28yrs	242
Annual Revenue of Walt Disney Company	r=0.82	32yrs	239
Number of households headed by single fathers in the United States	r=0.82	32yrs	238
US Annual Tax Revenue	r=0.77	42yrs	238
Number of Lawyers in the United States	r=0.77	34yrs	238
Automotive recalls for issues with Exterior Lighting	r=0.63	43yrs	238
Intel Corporation's annual revenue	r=0.8	36yrs	237
Inflation in the US	r=0.83	31yrs	236
Budget for largest movie production	r=0.72	43yrs	235
Total Sales at Clothing and Accessories Stores	r=0.79	31yrs	234
Gender pay gap in the U.S.	r=0.78	32yrs	233
Ticket prices at North American movie theaters	r=0.83	22yrs	230
US milk fat used to produce whey products (net)	r=0.85	22yrs	230
Movie Releases in the US & Canada	r=0.67	43yrs	228
Total Revenue of the NFL Teams	r=0.83	20yrs	226
Popularity of the first name Callie	r=0.82	43yrs	226
Popularity of the first name Moshe	r=0.82	43yrs	226
Popularity of the first name Liana	r=0.82	43yrs	226
The number of pharmacy technicians in Ohio	r=0.82	20yrs	224
US milk fat used to produce sour cream	r=0.83	22yrs	198
Number of Movies Released Annually	r=0.67	43yrs	194
Popularity of the first name Josiah	r=0.81	43yrs	194
US dairy skim solids used to produce yogurt, nonfrozen	r=0.84	22yrs	188
Popularity of the first name Eden	r=0.81	43yrs	184
Electricity generation in Cuba	r=0.85	42yrs	182
Number of internet users	r=0.83	24yrs	182
Number of Registered Vehicles in the US	r=0.79	32yrs	177
US production of cheese (other than cottage cheese)	r=0.82	22yrs	176
Popularity of the first name Chana	r=0.81	43yrs	174
Fossil fuel use in Cuba	r=0.85	42yrs	172
US Shoe Store Sales	r=0.79	30yrs	170
US production of yogurt, nonfrozen	r=0.82	22yrs	166
Economic output of Washington metro area	r=0.85	21yrs	165
Popularity of the first name Nolan	r=0.8	43yrs	162
Electricity generation in Libya	r=0.84	42yrs	160
U.S. direct investment abroad	r=0.84	22yrs	160
US milk fat used to produce cheese (excluding cottage cheese)	r=0.82	22yrs	156
Total budget of Marvel comic-based films released	r=0.73	35yrs	153
Popularity of the first name Vivian	r=0.8	43yrs	152
Fossil fuel use in Libya	r=0.84	42yrs	150
Annual count of part-time employees in the United States	r=0.76	33yrs	148
US dairy skim solids used to produce sour cream	r=0.83	22yrs	146
Christmas Price Index in the United States	r=0.77	31yrs	143
Popularity of the first name Lucy	r=0.8	43yrs	142
Renewable energy production in Cameroon	r=0.83	42yrs	139
Number of firearms manufactured in the US	r=0.73	36yrs	136
Yogurt consumption	r=0.82	32yrs	134
Popularity of the first name Reid	r=0.8	43yrs	132
Total employee count at Continental AG	r=0.79	24yrs	130
Electricity generation in Colombia	r=0.83	42yrs	129
Super Bowl TV viewership	r=0.71	33yrs	125
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.82	22yrs	124
Popularity of the first name Raphael	r=0.8	43yrs	122
Gasoline Prices in the US	r=0.72	33yrs	120
Renewable energy production in Canada	r=0.82	42yrs	118
US production of butter	r=0.8	22yrs	113
Adidas Group's Global Net Sales	r=0.81	23yrs	112
Popularity of the first name Layla	r=0.8	43yrs	112
Hydopower energy generated in Guatemala	r=0.82	42yrs	108
Global count of operating nuclear power plants	r=0.65	43yrs	107
US production of sour cream	r=0.8	22yrs	103
Popularity of the first name Alia	r=0.8	43yrs	102
Electricity generation in Kuwait	r=0.82	42yrs	98
US milk fat used to produce butter	r=0.8	22yrs	93
Popularity of the first name Marlee	r=0.8	43yrs	92
Total hydopower energy generated globally	r=0.81	42yrs	86
US dairy skim solids used to produce butter	r=0.8	22yrs	82
Popularity of the first name Ibrahim	r=0.8	43yrs	82
Total geothermal power generated globally	r=0.81	42yrs	76
Italian-type cheese consumption	r=0.84	27yrs	72
Popularity of the first name Presley	r=0.8	43yrs	72
Electricity generation in Brazil	r=0.81	42yrs	66
Popularity of the first name Lia	r=0.8	43yrs	62
Renewable energy production in Brazil	r=0.81	42yrs	56
Popularity of the first name Annalise	r=0.8	43yrs	52

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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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