Top variables that correlate with Air quality in Augusta, Georgia

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Data source: Environmental Protection Agency
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Air quality in Augusta, Georgia correlates with...

Variable	Correlation	Years	Sys. Score
Customer satisfaction with Dillard's	r=0.87	27yrs	365
Customer satisfaction with Apple	r=0.85	28yrs	363
GMO use in cotton in Georgia	r=0.91	23yrs	358
Electricity generation in Kazakhstan	r=0.85	30yrs	345
US production of yogurt, nonfrozen	r=0.89	22yrs	342
US milk fat used to produce sour cream	r=0.89	22yrs	342
Google searches for 'scooby doo where are you'	r=0.89	20yrs	341
Google searches for 'how to make baby'	r=0.89	20yrs	341
Biomass power generated in Slovenia	r=0.87	23yrs	341
Hollister retail store count worldwide	r=0.87	23yrs	340
US dairy skim solids used to produce sour cream	r=0.89	22yrs	340
Solar power generated in Gambia	r=0.9	17yrs	340
Google searches for 'how to make baby'	r=0.86	20yrs	336
China's Annual Passenger Car Production	r=0.87	18yrs	334
GMO use in corn	r=0.89	24yrs	330
GMO use in soybeans	r=0.89	23yrs	328
Grocery store spend in Georgia	r=0.86	24yrs	318
Annual US household spending on electricity	r=0.85	23yrs	316
US milk fat used to produce yogurt	r=0.87	22yrs	308
Jet fuel used in Sao Tome and Principe	r=0.87	22yrs	307
Total length of Numberphile YouTube videos	r=0.85	13yrs	302
GMO use in soybeans	r=0.89	23yrs	298
US dairy skim solids used to produce yogurt, nonfrozen	r=0.85	22yrs	294
Wind power generated in Bulgaria	r=0.86	18yrs	294
How professional-sounding SmarterEveryDay YouTube video titles are	r=0.86	17yrs	288
GMO use in cotton	r=0.9	23yrs	287
GMO use in cotton in Georgia	r=0.87	23yrs	272
US average milk-fat content of yogurt, nonfrozen	r=0.88	22yrs	267
Portion of all US dairy skim-solids allocated to the production of sour cream	r=0.86	22yrs	254
Customer satisfaction with Southwest Airlines	r=0.78	28yrs	248
Customer satisfaction with Costco	r=0.81	22yrs	246
Fomento Econ's stock price (FMX)	r=0.81	22yrs	244
Enbridge's stock price (ENB)	r=0.81	22yrs	244
Automotive recalls for issues with the Electrical System	r=0.62	43yrs	237
Total number of live births in Australia	r=0.75	43yrs	236
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.69	43yrs	234
U.S. direct investment abroad	r=0.82	22yrs	228
Ticket prices at North American movie theaters	r=0.8	22yrs	226
Number of internet users	r=0.79	24yrs	226
The number of mechanical engineers in Georgia	r=0.83	20yrs	226
Inflation in the US	r=0.74	31yrs	223
USA Population	r=0.66	43yrs	223
UK Service Retail Price Index	r=0.83	19yrs	223
Google searches for 'i cant even'	r=0.84	20yrs	218
Popularity of the first name Lucy	r=0.73	43yrs	212
Popularity of the first name Layla	r=0.73	43yrs	212
Popularity of the first name Jude	r=0.73	43yrs	212
Annual US household spending on utilities	r=0.84	23yrs	210
Annual US household spending on telephone services	r=0.84	23yrs	210
Annual US household spending on education	r=0.85	21yrs	210
Customer satisfaction with Publix	r=0.73	27yrs	209
Google searches for 'i have the flu'	r=0.84	20yrs	208
Food spending in Georgia	r=0.83	24yrs	208
Automotive recalls issued by BMW of North America	r=0.6	43yrs	208
EOG Resources' stock price (EOG)	r=0.77	22yrs	208
Nuclear power generation in Czechia	r=0.84	29yrs	188
Popularity of the first name Evelyn	r=0.72	43yrs	180
Google searches for 'headache remedies'	r=0.83	20yrs	177
Electricity generation in Russia	r=0.82	30yrs	176
Average milk produced per cow in the US	r=0.64	43yrs	173
Popularity of the first name Genevieve	r=0.72	43yrs	170
Google searches for 'tummy ache'	r=0.82	20yrs	166
Electricity generation in Libya	r=0.73	42yrs	164
Popularity of the first name Eden	r=0.72	43yrs	160
GMO use in corn	r=0.85	24yrs	158
Fossil fuel use in Libya	r=0.73	42yrs	154
Popularity of the first name Cruz	r=0.72	43yrs	150
US milk fat used to produce whey products (net)	r=0.81	22yrs	144
Biomass power generated in Singapore	r=0.78	32yrs	142
GMO use in cotton	r=0.83	23yrs	142
Google searches for 'how to hide a body'	r=0.77	20yrs	141
Popularity of the first name Anderson	r=0.72	43yrs	140
Jet fuel used in Botswana	r=0.79	34yrs	132
US Bottled Water Consumption per Person	r=0.79	24yrs	130
Popularity of the first name Lia	r=0.72	43yrs	130
Hispanic cheese consumption	r=0.81	26yrs	126
Kerosene used in Falkland Islands	r=0.84	26yrs	122
Popularity of the first name Stella	r=0.72	43yrs	120
Petroluem consumption in Turks and Caicos Islands	r=0.84	27yrs	112
Yogurt consumption	r=0.74	32yrs	112
Popularity of the first name Ryder	r=0.72	43yrs	110
Italian-type cheese consumption	r=0.78	27yrs	102
Electricity generation in Antigua and Barbuda	r=0.71	42yrs	101
Popularity of the first name Levi	r=0.71	43yrs	99
Biomass power generated in Belgium	r=0.71	42yrs	91
Mozzarella cheese consumption	r=0.77	27yrs	91
Popularity of the first name Elliot	r=0.71	43yrs	89
Fossil fuel use in Equatorial Guinea	r=0.71	42yrs	81
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.85	22yrs	79
Popularity of the first name Lena	r=0.71	43yrs	79
Wind power generated in New Zealand	r=0.79	30yrs	71
Popularity of the first name Lucia	r=0.71	43yrs	69
Portion of all US dairy skim-solids allocated to the production of yogurt, nonfrozen	r=0.85	22yrs	68
Fossil fuel use in Venezuela	r=0.71	42yrs	61
Popularity of the first name Brielle	r=0.71	43yrs	59
Petroluem consumption in Algeria	r=0.73	42yrs	51
Popularity of the first name Zoey	r=0.71	43yrs	49
Liquefied petroleum gas used in Bosnia and Herzegovina	r=0.81	30yrs	41
Popularity of the first name Liana	r=0.71	43yrs	39
Popularity of the first name Valentina	r=0.71	43yrs	29
Popularity of the first name Presley	r=0.71	43yrs	19

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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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