Top variables that correlate with Air quality in Fort Payne, Alabama

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Data source: Environmental Protection Agency
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Air quality in Fort Payne, Alabama correlates with...

Variable	Correlation	Years	Sys. Score
Google searches for 'i have the flu'	r=0.9	20yrs	392
U.S. direct investment abroad	r=0.91	22yrs	376
Wind power generated in Czechia	r=0.9	22yrs	374
US dairy skim solids used to produce yogurt, nonfrozen	r=0.91	22yrs	373
Gasoline pumped in Micronesia	r=0.91	22yrs	373
Global Net Sales for Walmart	r=0.91	17yrs	370
Biomass power generated in Solomon Islands	r=0.91	16yrs	370
Patents granted to Apple	r=0.95	12yrs	370
GMO use in cotton	r=0.9	23yrs	357
US household spending on healthcare	r=0.92	23yrs	357
Annual US household spending on telephone services	r=0.91	23yrs	356
US household spending on health insurance	r=0.91	23yrs	356
Ticket prices at North American movie theaters	r=0.88	22yrs	343
US milk fat used to produce yogurt	r=0.9	22yrs	343
US production of cheese (other than cottage cheese)	r=0.89	22yrs	342
Economic output of Washington metro area	r=0.87	21yrs	338
US Wind Power Generation Capacity	r=0.86	23yrs	338
The number of industrial engineers in Alabama	r=0.88	20yrs	338
The number of customer service representatives in Alabama	r=0.88	20yrs	338
Total length of SciShow Space YouTube videos	r=0.9	10yrs	337
The number of insurance claims adjusters in Alabama	r=0.86	20yrs	336
Total Revenue of the NFL Teams	r=0.86	20yrs	335
Patents granted to LG Electronics	r=0.91	12yrs	334
GMO use in corn	r=0.87	24yrs	326
Annual US household spending on health insurance	r=0.9	23yrs	324
US per-person consumption of bottled water	r=0.88	24yrs	322
Annual US household spending on rented dwellings	r=0.89	23yrs	322
Annual US household spending on healthcare	r=0.89	23yrs	322
Annual US household spending on education	r=0.9	21yrs	322
US household spending on rented dwellings	r=0.89	23yrs	322
Annual US household spending on fresh fruits	r=0.88	23yrs	321
US household spending on fresh fruits	r=0.88	23yrs	321
Biomass power generated in India	r=0.9	23yrs	316
US milk fat used to produce cheese (excluding cottage cheese)	r=0.89	22yrs	312
The number of occupational therapists in Alabama	r=0.87	20yrs	306
Electricity generation in Kazakhstan	r=0.85	30yrs	305
US production of sour cream	r=0.88	22yrs	300
US Bottled Water Consumption per Person	r=0.88	24yrs	298
Wind power generated in Taiwan	r=0.89	22yrs	293
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.89	22yrs	290
Hydopower energy generated in Greenland	r=0.88	23yrs	282
US production of butter	r=0.87	22yrs	278
Wind power generated in Latvia	r=0.86	26yrs	272
Annual US household spending on fresh vegetables	r=0.87	23yrs	270
US milk fat used to produce butter	r=0.87	22yrs	268
Annual US household spending on fruits and vegetables	r=0.86	23yrs	263
Biomass power generated in Lithuania	r=0.89	21yrs	262
US milk fat used to produce sour cream	r=0.87	22yrs	258
Annual US household spending on property taxes	r=0.86	23yrs	258
Customer satisfaction with Dillard's	r=0.83	27yrs	254
Annual US household spending on utilities	r=0.86	23yrs	253
Biomass power generated in Slovenia	r=0.88	23yrs	252
Customer satisfaction with Southwest Airlines	r=0.81	28yrs	252
Automotive recalls for issues with the Electrical System	r=0.76	33yrs	248
Dominion Energy's stock price (D)	r=0.83	22yrs	248
Annual US household spending on pets, toys, and hobbies	r=0.86	23yrs	248
US production of dry milk products (net)	r=0.86	22yrs	247
Automotive recalls issued by Hyundai Motor America	r=0.7	33yrs	244
Verizon Communications' stock price (VZ)	r=0.81	22yrs	244
Fomento Econ's stock price (FMX)	r=0.8	22yrs	243
Biomass power generated in Zambia	r=0.88	22yrs	242
US production of yogurt, nonfrozen	r=0.86	22yrs	237
Yearly Total Gross Income of US Farms	r=0.84	23yrs	232
Total employee count at Continental AG	r=0.84	24yrs	232
Total number of live births in Australia	r=0.78	33yrs	231
Biomass power generated in Mozambique	r=0.87	22yrs	230
Number of firearms manufactured in the US	r=0.78	32yrs	230
Adidas Group's Global Net Sales	r=0.85	23yrs	228
US dairy skim solids used to produce butter	r=0.87	22yrs	227
Annual Revenue of the Lego Group	r=0.84	20yrs	227
Patents granted in the US	r=0.71	31yrs	226
Google searches for 'how to make baby'	r=0.82	20yrs	226
Patents granted in the US	r=0.71	31yrs	223
USA Population	r=0.71	33yrs	220
Wind power generated in Tunisia	r=0.87	22yrs	220
US dairy skim solids used to produce sour cream	r=0.87	22yrs	217
Cognizant Technology Solutions' stock price (CTSH)	r=0.8	22yrs	213
Biomass power generated in Latvia	r=0.87	21yrs	209
US dairy skim solids used to produce dry milk products	r=0.86	22yrs	206
Solar power generated in Mali	r=0.93	12yrs	199
Solar power generated in Libya	r=0.92	12yrs	188
The number of sonographers in Alabama	r=0.84	20yrs	188
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.9	22yrs	180
Biomass power generated in Papua New Guinea	r=0.86	22yrs	178
The number of medical equipment repairers in Alabama	r=0.83	20yrs	176
UK Service Retail Price Index	r=0.85	19yrs	176
China's Annual Passenger Car Production	r=0.85	18yrs	171
Liquefied petroleum gas used in Maldives	r=0.9	18yrs	168
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.88	22yrs	168
The number of restaurant cooks in Alabama	r=0.82	20yrs	164
Inflation in the US	r=0.74	31yrs	163
Jet fuel used in Sao Tome and Principe	r=0.88	22yrs	158
US average milk-fat content of yogurt, nonfrozen	r=0.89	22yrs	158
Christmas Price Index in the United States	r=0.73	31yrs	157
Annual Revenue of Walt Disney Company	r=0.7	32yrs	151
US average dairy skim-solid content of yogurt, nonfrozen	r=0.89	22yrs	148
Wind power generated in Falkland Islands	r=0.85	22yrs	147
Intel Corporation's annual revenue	r=0.71	33yrs	145
Global plane crashes	r=0.71	33yrs	140
US average milk-fat content of cheese (other than cottage cheese)	r=0.88	22yrs	137
US average dairy skim-solid content of fluid beverage milk	r=0.88	22yrs	127

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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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