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
Wind power generated in United Kingdom	r=0.86	34yrs	350
Biomass power generated in Uruguay	r=0.87	32yrs	350
Wind power generated in Canada	r=0.88	30yrs	350
US Wind Power Generation Capacity	r=0.86	23yrs	338
U.S. direct investment abroad	r=0.85	22yrs	337
US Bottled Water Consumption per Person	r=0.87	24yrs	326
GMO use in corn	r=0.86	24yrs	325
Annual US household spending on poultry	r=0.89	23yrs	322
Annual US household spending on health insurance	r=0.88	23yrs	321
US household spending on health insurance	r=0.88	23yrs	321
Annual US household spending on rented dwellings	r=0.87	23yrs	320
Annual US household spending on healthcare	r=0.87	23yrs	320
US household spending on healthcare	r=0.87	23yrs	320
Solar power generated in Germany	r=0.87	31yrs	319
US per-person consumption of bottled water	r=0.86	24yrs	319
Annual US household spending on fresh fruits	r=0.86	23yrs	318
Annual US household spending on fresh vegetables	r=0.86	23yrs	318
US average dairy skim-solid content of yogurt, nonfrozen	r=0.88	22yrs	317
Food spending in Ohio	r=0.85	24yrs	316
US household spending on rented dwellings	r=0.85	23yrs	316
Wind power generated in Germany	r=0.86	31yrs	308
Liquefied petroleum gas used in Togo	r=0.86	35yrs	298
Biomass power generated in Ireland	r=0.87	29yrs	287
Wind power generated in France	r=0.86	29yrs	276
Wind power generated in Japan	r=0.86	30yrs	266
Automotive recalls issued by Hyundai Motor America	r=0.79	37yrs	261
Wind power generated in Latvia	r=0.88	26yrs	256
The Walt Disney Company's stock price (DIS)	r=0.81	22yrs	249
Dominion Energy's stock price (D)	r=0.84	22yrs	249
PPG Industries' stock price (PPG)	r=0.84	22yrs	249
Electricity generation in Kazakhstan	r=0.85	30yrs	245
Automotive recalls for issues with the Air Bags	r=0.74	33yrs	245
Customer satisfaction with Dillard's	r=0.77	27yrs	245
Automotive recalls for issues with the Electrical System	r=0.67	43yrs	244
Annual Revenue of Walt Disney Company	r=0.84	32yrs	242
Gender pay gap in the U.S.	r=0.81	32yrs	238
Total number of automotive recalls	r=0.62	43yrs	238
Number of firearms manufactured in the US	r=0.8	36yrs	237
Inflation in the US	r=0.83	31yrs	236
Wind power generated in Faroe Islands	r=0.85	29yrs	234
Intel Corporation's annual revenue	r=0.78	36yrs	234
Sales of LP/Vinyl Albums	r=0.75	30yrs	232
Ticket prices at North American movie theaters	r=0.83	22yrs	230
US production of cheese (other than cottage cheese)	r=0.85	22yrs	230
US milk fat used to produce cheese (excluding cottage cheese)	r=0.85	22yrs	230
The number of massage therapists in Ohio	r=0.84	20yrs	227
Biomass power generated in Slovakia	r=0.85	29yrs	224
Yearly Total Gross Income of US Farms	r=0.79	23yrs	224
Colgate-Palmolive Company's stock price (CL)	r=0.83	22yrs	218
Liquefied petroleum gas used in Russia	r=0.86	30yrs	214
Realty Income's stock price (O)	r=0.83	22yrs	208
Liquefied petroleum gas used in Tajikistan	r=0.87	29yrs	204
US production of dry milk products (net)	r=0.84	22yrs	199
Novartis AG's stock price (NVS)	r=0.82	22yrs	196
Gasoline pumped in Turkmenistan	r=0.86	30yrs	194
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.85	22yrs	189
Comcast's stock price (CMCSA)	r=0.82	22yrs	186
Wind power generated in Poland	r=0.85	27yrs	182
Number of households headed by single fathers in the United States	r=0.78	32yrs	182
US milk fat used to produce yogurt	r=0.83	22yrs	178
Number of websites on the internet	r=0.79	28yrs	177
SAP SE's stock price (SAP)	r=0.82	22yrs	176
Wind power generated in Switzerland	r=0.86	26yrs	172
US Shoe Store Sales	r=0.8	30yrs	171
US dairy skim solids used to produce dry milk products	r=0.84	22yrs	168
Number of Lawyers in the United States	r=0.72	34yrs	165
Unilever's stock price (UL)	r=0.81	22yrs	164
Biomass power generated in India	r=0.87	23yrs	161
Total Sales at Clothing and Accessories Stores	r=0.76	31yrs	159
US dairy skim solids used to produce yogurt, nonfrozen	r=0.84	22yrs	158
Ecolab's stock price (ECL)	r=0.81	22yrs	154
Christmas Price Index in the United States	r=0.78	31yrs	154
Hydopower energy generated in Greenland	r=0.86	23yrs	150
Butter consumption	r=0.83	32yrs	145
Sempra's stock price (SRE)	r=0.81	22yrs	144
Total employee count at Continental AG	r=0.8	24yrs	141
Kimberly-Clark's stock price (KMB)	r=0.81	22yrs	134
Economic output of Washington metro area	r=0.81	21yrs	134
US milk fat used to produce dry milk products	r=0.81	22yrs	134
Adidas Group's Global Net Sales	r=0.82	23yrs	129
Biogen's stock price (BIIB)	r=0.81	22yrs	124
Total budget of Marvel comic-based films released	r=0.7	35yrs	124
US production of butter	r=0.8	22yrs	123
Number of Registered Vehicles in the US	r=0.74	32yrs	119
Cognizant Technology Solutions' stock price (CTSH)	r=0.81	22yrs	114
US production of whey products (net)	r=0.8	22yrs	113
Median US Household Income	r=0.7	32yrs	108
Eversource Energy's stock price (ES)	r=0.81	22yrs	104
US production of sour cream	r=0.8	22yrs	103
U.S. Bancorp's stock price (USB)	r=0.8	22yrs	93
US milk fat used to produce butter	r=0.8	22yrs	93
Fidelity National Information Services' stock price (FIS)	r=0.8	22yrs	83
US dairy skim solids used to produce butter	r=0.8	22yrs	82
WEC Energy Group's stock price (WEC)	r=0.8	22yrs	73
US dairy skim solids used to produce whey products	r=0.8	22yrs	72
The number of Breweries in the United States	r=0.83	33yrs	66
Illumina's stock price (ILMN)	r=0.8	22yrs	63
American cheese consumption	r=0.8	32yrs	60
American-type cheese consumption	r=0.83	27yrs	50
Milk-fat consumption	r=0.78	32yrs	38
Hispanic cheese consumption	r=0.82	26yrs	28

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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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