Top variables that correlate with Air quality in Jamestown, New York

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Data source: Environmental Protection Agency
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Air quality in Jamestown, New York correlates with...

Variable	Correlation	Years	Sys. Score
Biomass power generated in India	r=0.91	23yrs	377
Wind power generated in Czechia	r=0.91	22yrs	376
U.S. direct investment abroad	r=0.9	22yrs	374
GMO use in corn	r=0.91	24yrs	362
Google searches for 'i have the flu'	r=0.87	20yrs	358
GMO use in cotton	r=0.9	23yrs	357
Realty Income's stock price (O)	r=0.86	22yrs	357
Annual US household spending on rented dwellings	r=0.9	23yrs	354
Annual US household spending on telephone services	r=0.9	23yrs	354
Annual US household spending on health insurance	r=0.9	23yrs	354
US household spending on rented dwellings	r=0.9	23yrs	354
US household spending on healthcare	r=0.9	23yrs	354
US household spending on health insurance	r=0.9	23yrs	354
Wind power generated in Taiwan	r=0.9	22yrs	344
Ticket prices at North American movie theaters	r=0.87	22yrs	342
US milk fat used to produce yogurt	r=0.89	22yrs	342
US Wind Power Generation Capacity	r=0.88	23yrs	341
US production of cheese (other than cottage cheese)	r=0.88	22yrs	340
US milk fat used to produce cheese (excluding cottage cheese)	r=0.88	22yrs	340
The number of dining room and cafeteria attendants in New York	r=0.89	20yrs	340
Economic output of Washington metro area	r=0.87	21yrs	338
Adidas Group's Global Net Sales	r=0.88	23yrs	338
The number of physician assistants in New York	r=0.88	20yrs	338
The number of nursing instructors and teachers in New York	r=0.87	19yrs	336
Total Revenue of the NFL Teams	r=0.86	20yrs	335
Google searches for 'tummy ache'	r=0.85	20yrs	335
UK Service Retail Price Index	r=0.86	19yrs	332
The distance between Saturn and the Sun	r=0.85	34yrs	329
The distance between Saturn and Earth	r=0.85	34yrs	329
The distance between Saturn and the moon	r=0.85	34yrs	329
US per-person consumption of bottled water	r=0.89	24yrs	324
Annual US household spending on healthcare	r=0.9	23yrs	324
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 poultry	r=0.87	23yrs	320
US Tree Nut Consumption per Person	r=0.85	22yrs	316
Hydopower energy generated in Greenland	r=0.88	23yrs	312
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.89	22yrs	310
The number of producers and directors in New York	r=0.87	20yrs	306
Wind power generated in Tunisia	r=0.88	22yrs	302
US dairy skim solids used to produce yogurt, nonfrozen	r=0.89	22yrs	300
The number of pharmacy technicians in New York	r=0.87	20yrs	296
Gasoline pumped in Micronesia	r=0.9	22yrs	292
US production of butter	r=0.87	22yrs	288
The number of pest control workers in New York	r=0.87	20yrs	286
Wind power generated in Switzerland	r=0.85	26yrs	281
US Bottled Water Consumption per Person	r=0.89	24yrs	280
US production of dry milk products (net)	r=0.87	22yrs	278
The number of building inspectors in New York	r=0.87	20yrs	276
Biomass power generated in Lithuania	r=0.88	21yrs	270
Annual US household spending on fruits and vegetables	r=0.87	23yrs	270
US production of sour cream	r=0.87	22yrs	268
The number of operations research analysts in New York	r=0.86	20yrs	265
Annual US household spending on housing	r=0.86	23yrs	263
Biomass power generated in Papua New Guinea	r=0.87	22yrs	260
US milk fat used to produce butter	r=0.87	22yrs	258
Annual US household spending on property taxes	r=0.86	23yrs	258
The number of art directors in New York	r=0.86	20yrs	255
Annual US household spending on utilities	r=0.86	23yrs	253
Fomento Econ's stock price (FMX)	r=0.84	22yrs	249
Dominion Energy's stock price (D)	r=0.84	22yrs	249
US milk fat used to produce whey products (net)	r=0.87	22yrs	248
Gasoline pumped in Cook Islands	r=0.88	22yrs	248
Annual US household spending on medical supplies	r=0.86	23yrs	248
Customer satisfaction with Southwest Airlines	r=0.77	28yrs	246
The number of college computer science teachers in New York	r=0.86	19yrs	244
Annual US household spending on pets, toys, and hobbies	r=0.86	23yrs	243
US household spending on fresh fruits	r=0.86	23yrs	238
US dairy skim solids used to produce butter	r=0.87	22yrs	237
Biomass power generated in Zambia	r=0.85	22yrs	237
The number of university communications teachers in New York	r=0.86	19yrs	234
Annual US household spending on dairy products	r=0.85	23yrs	231
US dairy skim solids used to produce dry milk products	r=0.87	22yrs	227
Biomass power generated in Latvia	r=0.85	21yrs	226
The number of registered nurses in New York	r=0.85	18yrs	222
Cognizant Technology Solutions' stock price (CTSH)	r=0.84	22yrs	219
US milk fat used to produce sour cream	r=0.85	22yrs	216
Jet fuel used in Sao Tome and Principe	r=0.86	22yrs	216
The Coca-Cola Company's stock price (KO)	r=0.8	22yrs	208
Petroluem consumption in Timor-Leste	r=0.88	19yrs	206
US dairy skim solids used to produce sour cream	r=0.85	22yrs	204
Novartis AG's stock price (NVS)	r=0.82	22yrs	196
Wind power generated in Lithuania	r=0.86	18yrs	194
Muenster cheese consumption	r=0.88	27yrs	192
SAP SE's stock price (SAP)	r=0.82	22yrs	186
Solar power generated in Greece	r=0.85	18yrs	183
Unilever's stock price (UL)	r=0.82	22yrs	176
Liquefied petroleum gas used in Maldives	r=0.87	18yrs	173
US average dairy skim-solid content of yogurt, nonfrozen	r=0.89	22yrs	168
CVS stock price (CVS)	r=0.8	22yrs	166
Gasoline pumped in Timor-Leste	r=0.85	19yrs	161
US average milk-fat content of cheese (other than cottage cheese)	r=0.87	22yrs	156
Colgate-Palmolive Company's stock price (CL)	r=0.82	22yrs	156
Equity Residential's stock price (EQR)	r=0.82	22yrs	146
US average milk-fat content of yogurt, nonfrozen	r=0.86	22yrs	144
Rogers Communications' stock price (RCI)	r=0.82	22yrs	136
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.86	22yrs	134
Hormel Foods' stock price (HRL)	r=0.82	22yrs	126
US average dairy skim-solid content of fluid beverage milk	r=0.86	22yrs	124
Ecolab's stock price (ECL)	r=0.81	22yrs	114
Public Storage's stock price (PSA)	r=0.81	22yrs	104

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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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