Top variables that correlate with Air quality in Seneca, South Carolina

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Data source: Environmental Protection Agency
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Air quality in Seneca, South Carolina correlates with...

Variable	Correlation	Years	Sys. Score
US milk fat used to produce yogurt	r=0.9	20yrs	371
US dairy skim solids used to produce yogurt, nonfrozen	r=0.9	20yrs	370
US average milk-fat content of yogurt, nonfrozen	r=0.91	20yrs	350
Electricity generation in Kazakhstan	r=0.87	28yrs	346
Wind power generated in Latvia	r=0.86	24yrs	340
Gasoline pumped in Russia	r=0.85	28yrs	340
U.S. direct investment abroad	r=0.87	20yrs	338
Ticket prices at North American movie theaters	r=0.86	19yrs	337
UK Service Retail Price Index	r=0.86	19yrs	332
GMO use in corn	r=0.89	20yrs	326
GMO use in cotton	r=0.87	20yrs	320
US production of cream products	r=0.95	7yrs	316
Annual US household spending on telephone services	r=0.87	20yrs	316
Annual US household spending on education	r=0.87	20yrs	316
Annual US household spending on fruits and vegetables	r=0.86	20yrs	315
Annual US household spending on fresh fruits	r=0.86	20yrs	315
Hydopower energy generated in Greenland	r=0.87	21yrs	309
Google searches for 'scooby doo where are you'	r=0.86	16yrs	302
Google searches for 'best breed of dog'	r=0.85	16yrs	301
Wind power generated in Czechia	r=0.87	20yrs	298
US production of yogurt, nonfrozen	r=0.87	20yrs	296
Biomass power generated in Slovenia	r=0.86	21yrs	288
Average length of AsapSCIENCE YouTube videos	r=0.88	8yrs	287
US milk fat used to produce sour cream	r=0.86	20yrs	285
How trendy Simone Giertz's YouTube video titles are	r=0.92	6yrs	281
Biomass power generated in India	r=0.85	21yrs	276
US dairy skim solids used to produce sour cream	r=0.86	20yrs	274
Wind power generated in Taiwan	r=0.86	20yrs	266
US dairy skim solids used to produce cream products	r=0.95	7yrs	259
Jet fuel used in Sao Tome and Principe	r=0.87	20yrs	255
Customer satisfaction with Dillard's	r=0.83	26yrs	253
Customer satisfaction with Southwest Airlines	r=0.79	26yrs	247
Portion of all US dairy skim-solids allocated to the production of cream products	r=0.97	7yrs	246
Jet fuel used in Saint Kitts and Nevis	r=0.86	20yrs	244
Customer satisfaction with Apple	r=0.76	26yrs	242
Passenger traffic at Hartsfield-Jackson Atlanta International Airport	r=0.83	20yrs	232
Gasoline pumped in Timor-Leste	r=0.86	17yrs	230
Yearly Total Gross Income of US Farms	r=0.84	20yrs	228
US Wind Power Generation Capacity	r=0.83	20yrs	226
Total employee count at Continental AG	r=0.82	21yrs	226
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.87	20yrs	225
Number of International Tourist Arrivals Worldwide	r=0.79	25yrs	224
Economic output of Washington metro area	r=0.83	19yrs	224
Number of firearms manufactured in the US	r=0.73	31yrs	222
Total number of live births in Australia	r=0.71	31yrs	218
Christmas Price Index in the United States	r=0.73	28yrs	218
Golden State Warriors' Seasonal Total Wins	r=0.7	31yrs	217
Fomento Econ's stock price (FMX)	r=0.83	18yrs	214
Portion of all US dairy skim-solids allocated to the production of yogurt, nonfrozen	r=0.86	20yrs	212
GMO use in corn	r=0.83	20yrs	212
Enbridge's stock price (ENB)	r=0.82	18yrs	212
W.W. Grainger's stock price (GWW)	r=0.82	18yrs	212
Restaurant spending in South Carolina	r=0.83	23yrs	210
Customer satisfaction with Kroger	r=0.74	26yrs	210
The number of movies Oscar Isaac appeared in	r=0.78	24yrs	210
Food spending in South Carolina	r=0.84	23yrs	208
Annual US household spending on processed vegetables	r=0.85	20yrs	208
Annual US household spending on eggs	r=0.84	20yrs	207
Annual US household spending on fresh vegetables	r=0.84	20yrs	207
Annual US household spending on rented dwellings	r=0.84	20yrs	207
US household spending on rented dwellings	r=0.84	20yrs	207
US household spending on healthcare	r=0.84	20yrs	207
Popularity of the first name Beatrice	r=0.77	31yrs	206
Customer satisfaction with Costco	r=0.75	21yrs	206
Grocery store spend in South Carolina	r=0.81	23yrs	204
Popularity of the first name Aisha	r=0.75	31yrs	203
Popularity of the first name Rex	r=0.75	31yrs	203
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.86	20yrs	202
US average dairy skim-solid content of fluid beverage milk	r=0.86	20yrs	192
Fastenal Company's stock price (FAST)	r=0.82	18yrs	182
GMO use in cotton	r=0.82	20yrs	177
Popularity of the first name Dexter	r=0.73	31yrs	170
Oracle's stock price (ORCL)	r=0.79	18yrs	168
Popularity of the first name Bo	r=0.73	31yrs	160
US household spending on health insurance	r=0.84	20yrs	157
US per-person consumption of bottled water	r=0.84	21yrs	153
Annual US household spending on property taxes	r=0.83	20yrs	151
Popularity of the first name Bronson	r=0.73	31yrs	150
Annual US household spending on healthcare	r=0.83	20yrs	146
US household spending on fresh fruits	r=0.83	20yrs	141
Annual US household spending on cereals and bakery products	r=0.82	20yrs	134
Annual US household spending on utilities	r=0.82	20yrs	129
Gasoline pumped in Kazakhstan	r=0.84	28yrs	124
Annual US household spending on health insurance	r=0.82	20yrs	124
Annual US household spending on medical services	r=0.82	20yrs	119
US Bottled Water Consumption per Person	r=0.84	21yrs	114
Wind power generated in Switzerland	r=0.82	24yrs	110
Petroluem consumption in Kyrgyzstan	r=0.82	28yrs	100
US production of cheese (other than cottage cheese)	r=0.84	20yrs	97
Wind power generated in Falkland Islands	r=0.84	20yrs	88
US production of sour cream	r=0.84	20yrs	87
Electricity generation in Georgia	r=0.78	28yrs	78
US milk fat used to produce cheese (excluding cottage cheese)	r=0.84	20yrs	77
Biomass power generated in Rwanda	r=0.84	20yrs	68
US production of whey products (net)	r=0.83	20yrs	66
Biomass power generated in Zambia	r=0.84	20yrs	58
US milk fat used to produce whey products (net)	r=0.83	20yrs	56
Gasoline pumped in Azerbaijan	r=0.8	28yrs	48
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.84	20yrs	46
Jet fuel used in Samoa	r=0.85	20yrs	37
US dairy skim solids used to produce whey products	r=0.83	20yrs	34

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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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