Top variables that correlate with Air quality in Ashtabula, Ohio

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

Variable	Correlation	Years	Sys. Score
Renewable energy production in The Bahamas	r=0.94	12yrs	370
Solar power generated in The Bahamas	r=0.94	12yrs	370
Google searches for 'i have the flu'	r=0.88	20yrs	360
Realty Income's stock price (O)	r=0.86	22yrs	357
Annual US household spending on health insurance	r=0.9	23yrs	354
Wind power generated in Poland	r=0.86	27yrs	344
U.S. direct investment abroad	r=0.88	22yrs	342
US milk fat used to produce cheese (excluding cottage cheese)	r=0.89	22yrs	342
US Wind Power Generation Capacity	r=0.88	23yrs	341
Ticket prices at North American movie theaters	r=0.86	22yrs	340
US production of cheese (other than cottage cheese)	r=0.88	22yrs	340
Economic output of Washington metro area	r=0.87	21yrs	338
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.88	22yrs	338
Patents granted to Apple	r=0.93	12yrs	338
The number of massage therapists in Ohio	r=0.86	20yrs	335
The number of court and municipal clerks in Ohio	r=0.86	20yrs	335
Adidas Group's Global Net Sales	r=0.85	23yrs	334
Global annual electricity generation	r=0.87	18yrs	334
The number of forensic science technicians in Ohio	r=0.85	20yrs	334
Patents granted to LG Electronics	r=0.91	12yrs	334
GMO use in corn	r=0.87	24yrs	326
US per-person consumption of bottled water	r=0.9	24yrs	325
GMO use in cotton	r=0.88	23yrs	324
Annual US household spending on healthcare	r=0.9	23yrs	324
US household spending on health insurance	r=0.9	23yrs	324
Annual US household spending on poultry	r=0.89	23yrs	322
Annual US household spending on rented dwellings	r=0.89	23yrs	322
US household spending on healthcare	r=0.89	23yrs	322
Average views of Tom Scott's YouTube videos	r=0.9	15yrs	322
Annual US household spending on fresh fruits	r=0.88	23yrs	321
Annual US household spending on fresh vegetables	r=0.88	23yrs	321
Annual US household spending on laundry and cleaning supplies	r=0.88	23yrs	321
Restaurant spending in Ohio	r=0.86	24yrs	320
Annual US household spending on fruits and vegetables	r=0.87	23yrs	320
US Tree Nut Consumption per Person	r=0.87	22yrs	318
Food spending in Ohio	r=0.86	24yrs	318
Grocery store spend in Ohio	r=0.85	24yrs	316
Wind power generated in Czechia	r=0.88	22yrs	312
Cost to send a letter via the USPS	r=0.85	17yrs	306
The average number of likes on Simone Giertz's YouTube videos	r=0.89	10yrs	306
Biomass power generated in India	r=0.88	23yrs	302
The number of OSHA specialists in Ohio	r=0.85	19yrs	302
Global Net Sales for Walmart	r=0.86	17yrs	302
Biomass power generated in Lithuania	r=0.89	21yrs	292
US average milk-fat content of cheese (other than cottage cheese)	r=0.88	22yrs	287
Gasoline pumped in Micronesia	r=0.9	22yrs	282
US Bottled Water Consumption per Person	r=0.9	24yrs	281
US average dairy skim-solid content of yogurt, nonfrozen	r=0.86	22yrs	274
Hydopower energy generated in Greenland	r=0.87	23yrs	271
Annual US household spending on telephone services	r=0.87	23yrs	270
US household spending on rented dwellings	r=0.87	23yrs	265
Wind power generated in Switzerland	r=0.85	26yrs	261
Annual US household spending on housekeeping supplies	r=0.86	23yrs	258
Annual US household spending on other household products	r=0.86	23yrs	253
Google searches for 'how to immigrate to canada'	r=0.83	20yrs	252
Solar power generated in Bangladesh	r=0.85	25yrs	250
The Walt Disney Company's stock price (DIS)	r=0.82	22yrs	250
SAP SE's stock price (SAP)	r=0.84	22yrs	249
Annual US household spending on medical supplies	r=0.86	23yrs	248
Revenue of US Broadcasting Industry	r=0.85	17yrs	245
Annual US household spending on property taxes	r=0.85	23yrs	241
Wind power generated in Tunisia	r=0.87	22yrs	240
Annual Revenue of Walt Disney Company	r=0.78	32yrs	233
Google searches for 'buy a house'	r=0.85	20yrs	230
Gasoline pumped in Comoros	r=0.87	24yrs	229
Total Revenue of the NFL Teams	r=0.85	20yrs	228
Total NBA League Revenue	r=0.84	21yrs	228
Dominion Energy's stock price (D)	r=0.84	22yrs	219
Wind power generated in Morocco	r=0.86	22yrs	218
Wind power generated in Taiwan	r=0.86	22yrs	208
Unilever's stock price (UL)	r=0.83	22yrs	208
Jet fuel used in Bhutan	r=0.85	25yrs	197
Novartis AG's stock price (NVS)	r=0.82	22yrs	196
Gasoline pumped in Palestinian Territories	r=0.85	25yrs	187
Comcast's stock price (CMCSA)	r=0.82	22yrs	186
Total employee count at Continental AG	r=0.82	24yrs	180
US production of dry milk products (net)	r=0.84	22yrs	179
Biomass power generated in Latvia	r=0.85	21yrs	176
U.S. Bancorp's stock price (USB)	r=0.82	22yrs	176
US production of sour cream	r=0.84	22yrs	169
Sales of LP/Vinyl Albums	r=0.72	30yrs	168
Ecolab's stock price (ECL)	r=0.82	22yrs	166
Geothermal power generated in France	r=0.91	11yrs	165
US milk fat used to produce yogurt	r=0.84	22yrs	159
Cognizant Technology Solutions' stock price (CTSH)	r=0.82	22yrs	156
Geothermal power generated in Germany	r=0.86	18yrs	154
US production of butter	r=0.83	22yrs	148
Fidelity National Information Services' stock price (FIS)	r=0.82	22yrs	146
Liquefied petroleum gas used in Niger	r=0.85	22yrs	144
US milk fat used to produce butter	r=0.83	22yrs	138
Eversource Energy's stock price (ES)	r=0.82	22yrs	136
US milk fat used to produce sour cream	r=0.83	22yrs	128
Hormel Foods' stock price (HRL)	r=0.82	22yrs	126
US dairy skim solids used to produce dry milk products	r=0.84	22yrs	118
Becton, Dickinson and Company's stock price (BDX)	r=0.81	22yrs	114
Sempra's stock price (SRE)	r=0.81	22yrs	104
PPG Industries' stock price (PPG)	r=0.81	22yrs	94
WEC Energy Group's stock price (WEC)	r=0.81	22yrs	84
Illumina's stock price (ILMN)	r=0.81	22yrs	74
Colgate-Palmolive Company's stock price (CL)	r=0.8	22yrs	63
3M Company's stock price (MMM)	r=0.8	22yrs	53

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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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