Top variables that correlate with Air quality in Lima, Ohio

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

Variable	Correlation	Years	Sys. Score
The average number of likes on CGP Grey YouTube videos	r=0.86	13yrs	304
Automotive recalls issued by Hyundai Motor America	r=0.66	37yrs	242
Annual Revenue of Walt Disney Company	r=0.77	32yrs	232
Number of Lawyers in the United States	r=0.73	34yrs	232
Intel Corporation's annual revenue	r=0.74	36yrs	228
Fossil fuel use in Azerbaijan	r=0.77	30yrs	228
Wind power generated in Germany	r=0.76	31yrs	228
Nuclear power generation in Russia	r=0.77	30yrs	228
Gender pay gap in the U.S.	r=0.74	32yrs	227
Inflation in the US	r=0.75	31yrs	224
Number of households headed by single fathers in the United States	r=0.73	32yrs	224
Total Sales at Clothing and Accessories Stores	r=0.71	31yrs	222
Number of Registered Vehicles in the US	r=0.72	32yrs	221
US Shoe Store Sales	r=0.72	30yrs	219
American cheese consumption	r=0.73	32yrs	210
Butter consumption	r=0.73	32yrs	210
Milk-fat consumption	r=0.73	32yrs	210
Automotive recalls for issues with the Air Bags	r=0.68	33yrs	206
Popularity of the first name Jolene	r=0.69	42yrs	205
Number of public school students in 12th grade	r=0.71	33yrs	204
Dominion Energy's stock price (D)	r=0.74	22yrs	204
Popularity of the first name Lionel	r=0.68	42yrs	204
Popularity of the first name Amos	r=0.67	42yrs	202
Annual US household spending on poultry	r=0.78	23yrs	201
Automotive recalls for issues with the Tires	r=0.58	42yrs	200
Biomass power generated in Slovakia	r=0.78	29yrs	198
Biomass power generated in Uruguay	r=0.76	32yrs	188
Customer satisfaction with Dillard's	r=0.67	27yrs	180
How cool The Game Theorists YouTube video titles are	r=0.85	15yrs	180
Petroluem consumption in Namibia	r=0.78	32yrs	178
CVS stock price (CVS)	r=0.68	22yrs	178
Wells Fargo & Company's stock price (WFC)	r=0.69	22yrs	176
Motor vehicle thefts in Ohio	r=-0.67	38yrs	174
Robberies in Ohio	r=-0.67	38yrs	174
Popularity of the first name Ira	r=0.67	42yrs	172
Customer satisfaction with Apple	r=0.61	28yrs	172
US average dairy skim-solid content of yogurt, nonfrozen	r=0.8	22yrs	170
Total likes of SciShow Space YouTube videos	r=0.79	10yrs	170
Number of public school students in 11th grade	r=0.68	33yrs	169
Gasoline pumped in Turkmenistan	r=0.79	30yrs	168
The distance between Neptune and Uranus	r=0.61	43yrs	167
Restaurant spending in Ohio	r=0.73	24yrs	166
The number of farm equipment mechanics in Ohio	r=0.81	13yrs	166
US household spending on health insurance	r=0.74	23yrs	165
Food spending in Ohio	r=0.74	24yrs	164
Popularity of the first name Clyde	r=0.67	42yrs	162
Natural cheese consumption	r=0.75	27yrs	160
Wind power generated in Canada	r=0.76	30yrs	156
Popularity of the first name Myra	r=0.66	42yrs	150
Wind power generated in Faroe Islands	r=0.76	29yrs	146
Gilead Sciences' stock price (GILD)	r=0.69	22yrs	146
Popularity of the first name Kennedi	r=0.71	34yrs	140
Solar power generated in Germany	r=0.75	31yrs	136
Total budget of Marvel comic-based films released	r=0.65	35yrs	136
Altria Group's stock price (MO)	r=0.69	22yrs	136
Number of websites on the internet	r=0.68	28yrs	131
Popularity of the first name Rosemary	r=0.64	42yrs	128
Biomass power generated in Ireland	r=0.76	29yrs	126
Number of internet users	r=0.72	24yrs	126
U.S. Bancorp's stock price (USB)	r=0.69	22yrs	126
American-type cheese consumption	r=0.73	27yrs	125
Christmas Price Index in the United States	r=0.67	31yrs	117
Liquefied petroleum gas used in Mali	r=0.75	34yrs	116
The number of Breweries in the United States	r=0.7	33yrs	116
Popularity of the first name Ruth	r=0.63	42yrs	116
Italian-type cheese consumption	r=0.73	27yrs	115
The Walt Disney Company's stock price (DIS)	r=0.65	22yrs	115
Number of firearms manufactured in the US	r=0.61	36yrs	108
Liquefied petroleum gas used in Togo	r=0.74	35yrs	106
Popularity of the first name Melody	r=0.63	42yrs	106
Mozzarella cheese consumption	r=0.73	27yrs	105
Simon Property Group's stock price (SPG)	r=0.68	22yrs	105
NASA's budget appropriation	r=-0.63	43yrs	98
Popularity of the first name Rory	r=0.63	42yrs	96
Fossil fuel use in Bosnia and Herzegovina	r=0.75	30yrs	95
Edison International's stock price (EIX)	r=0.68	22yrs	95
Yogurt consumption	r=0.69	32yrs	94
Remaining Forest Cover in the Brazilian Amazon	r=-0.69	36yrs	92
Popularity of the first name Gwendolyn	r=0.63	42yrs	86
Wind power generated in Japan	r=0.75	30yrs	85
Fomento Econ's stock price (FMX)	r=0.67	22yrs	84
Hispanic cheese consumption	r=0.71	26yrs	81
Emmy Awards Ceremony viewership	r=-0.68	36yrs	80
Popularity of the first name Beatrice	r=0.63	42yrs	76
Petroluem consumption in Turkmenistan	r=0.77	30yrs	75
RTX Corp's stock price (RTX)	r=0.67	22yrs	74
Cream and Neufchatel cheese consumption	r=0.7	27yrs	70
Electricity generation in Azerbaijan	r=0.74	30yrs	64
Popularity of the first name Jane	r=0.62	42yrs	64
3M Company's stock price (MMM)	r=0.67	22yrs	64
Wind power generated in Latvia	r=0.77	26yrs	54
Biogen's stock price (BIIB)	r=0.67	22yrs	54
Wind power generated in New Zealand	r=0.74	30yrs	44
BCE Inc.'s stock price (BCE)	r=0.67	22yrs	42
Electricity generation in Russia	r=0.74	30yrs	34
Prudential's stock price (PUK)	r=0.66	22yrs	32
Equity Residential's stock price (EQR)	r=0.66	22yrs	22
Ryanair Holdings' stock price (RYAAY)	r=0.66	22yrs	12
Novartis AG's stock price (NVS)	r=0.65	22yrs	0
Enbridge's stock price (ENB)	r=0.65	22yrs	-10
Cognizant Technology Solutions' stock price (CTSH)	r=0.65	22yrs	-20

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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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