Top variables that correlate with Air quality in Columbus, Georgia

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

Variable	Correlation	Years	Sys. Score
Wind power generated in Bulgaria	r=0.92	18yrs	374
The number of occupational therapists in Georgia	r=0.91	20yrs	372
Solar power generated in Belgium	r=0.91	18yrs	372
Global Net Sales for Walmart	r=0.92	17yrs	371
The number of industrial engineers in Georgia	r=0.9	20yrs	371
Biomass power generated in Burma	r=0.91	17yrs	371
Google searches for 'how to immigrate to canada'	r=0.86	20yrs	361
Google searches for 'i have the flu'	r=0.89	20yrs	361
Chunghwa Telecom Co.'s stock price (CHT)	r=0.89	20yrs	360
How professional-sounding SmarterEveryDay YouTube video titles are	r=0.93	17yrs	358
Google searches for 'i have a headache'	r=0.86	20yrs	356
How good SmarterEveryDay YouTube video titles are	r=0.91	17yrs	356
US household spending on rented dwellings	r=0.9	23yrs	354
The number of medical assistants in Georgia	r=0.89	20yrs	340
Popularity of the 'red pill blue pill' meme	r=0.86	18yrs	340
China's Annual Passenger Car Production	r=0.9	18yrs	339
US Wind Power Generation Capacity	r=0.86	23yrs	338
Global annual electricity generation	r=0.89	18yrs	338
US production of dry milk products (net)	r=0.86	22yrs	337
US dairy skim solids used to produce dry milk products	r=0.86	22yrs	336
Annual Revenue of the Lego Group	r=0.86	20yrs	335
Revenue of US Broadcasting Industry	r=0.87	17yrs	334
US household spending on fresh fruits	r=0.9	23yrs	324
US household spending on fresh vegetables	r=0.89	23yrs	322
US household spending on healthcare	r=0.89	23yrs	322
How insightful SmarterEveryDay YouTube video titles are	r=0.89	17yrs	322
US household spending on health insurance	r=0.87	23yrs	320
US average dairy skim-solid content of yogurt, nonfrozen	r=0.89	22yrs	318
Annual US household spending on health insurance	r=0.85	23yrs	316
Biomass power generated in Papua New Guinea	r=0.89	22yrs	313
Google searches for 'tummy ache'	r=0.9	20yrs	312
The number of electrical engineers in Georgia	r=0.88	20yrs	308
Biomass power generated in India	r=0.88	23yrs	302
Google searches for 'i am tired'	r=0.86	20yrs	300
Percentage of Americans with social media profiles	r=0.86	14yrs	300
The number of physical therapists in Georgia	r=0.86	20yrs	295
Biomass power generated in Zambia	r=0.88	22yrs	292
Google searches for 'buy a house'	r=0.88	20yrs	290
How 'hip and with it' SmarterEveryDay YouTube video titles are	r=0.87	17yrs	290
US average milk-fat content of dry milk products (net)	r=0.86	22yrs	284
Hydopower energy generated in Greenland	r=0.87	23yrs	281
Google searches for 'how to make baby'	r=0.88	20yrs	280
Solar power generated in Greece	r=0.9	18yrs	270
Wind power generated in Tunisia	r=0.87	22yrs	260
Biomass power generated in Lithuania	r=0.87	21yrs	249
Fomento Econ's stock price (FMX)	r=0.82	22yrs	246
Verizon Communications' stock price (VZ)	r=0.82	22yrs	246
Average views of Tom Scott's YouTube videos	r=0.86	15yrs	246
Gasoline pumped in Timor-Leste	r=0.89	19yrs	237
How cool SmarterEveryDay YouTube video titles are	r=0.85	17yrs	236
U.S. direct investment abroad	r=0.82	22yrs	228
Wind power generated in Lithuania	r=0.87	18yrs	226
Ticket prices at North American movie theaters	r=0.8	22yrs	226
Total employee count at Continental AG	r=0.78	24yrs	224
Adidas Group's Global Net Sales	r=0.81	23yrs	222
The distance between Saturn and the Sun	r=0.77	44yrs	222
The distance between Saturn and Earth	r=0.77	44yrs	222
The distance between Saturn and Mercury	r=0.77	44yrs	222
Popularity of the first name Wesley	r=0.77	43yrs	218
Liquefied petroleum gas used in Maldives	r=0.89	18yrs	216
Colgate-Palmolive Company's stock price (CL)	r=0.82	22yrs	216
Petroluem consumption in Timor-Leste	r=0.88	19yrs	206
Cognizant Technology Solutions' stock price (CTSH)	r=0.81	22yrs	204
Novo Nordisk's stock price (NVO)	r=0.8	22yrs	193
The distance between Saturn and the moon	r=0.77	44yrs	192
US production of cheese (other than cottage cheese)	r=0.82	22yrs	186
Realty Income's stock price (O)	r=0.8	22yrs	183
The number of accountants and auditors in Georgia	r=0.84	20yrs	177
US production of whey products (net)	r=0.82	22yrs	176
Biogen's stock price (BIIB)	r=0.8	22yrs	173
The number of lawyers in Georgia	r=0.83	20yrs	167
US milk fat used to produce cheese (excluding cottage cheese)	r=0.82	22yrs	166
Hormel Foods' stock price (HRL)	r=0.8	22yrs	163
Google searches for 'scooby doo where are you'	r=0.84	20yrs	158
The number of respiratory therapists in Georgia	r=0.84	20yrs	157
US production of butter	r=0.81	22yrs	154
Biomass power generated in Solomon Islands	r=0.86	16yrs	152
Google searches for 'highest paying jobs'	r=0.83	20yrs	147
The number of interpreters and translators in Georgia	r=0.83	20yrs	146
US production of sour cream	r=0.81	22yrs	144
Google searches for 'headache remedies'	r=0.82	20yrs	136
The number of veterinarians in Georgia	r=0.83	20yrs	136
US milk fat used to produce butter	r=0.81	22yrs	134
Google searches for 'no cap'	r=0.82	20yrs	126
The Coca-Cola Company's stock price (KO)	r=0.79	22yrs	126
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.82	22yrs	124
The number of insurance underwriters in Georgia	r=0.82	20yrs	124
US Bottled Water Consumption per Person	r=0.82	24yrs	124
Google searches for 'i am dizzy'	r=0.82	20yrs	116
The Walt Disney Company's stock price (DIS)	r=0.79	22yrs	116
US dairy skim solids used to produce whey products	r=0.82	22yrs	114
Electricity generation in Sierra Leone	r=0.81	42yrs	106
US dairy skim solids used to produce yogurt, nonfrozen	r=0.82	22yrs	104
US milk fat used to produce dry milk products	r=0.8	22yrs	93
US milk fat used to produce yogurt	r=0.8	22yrs	83
US dairy skim solids used to produce butter	r=0.81	22yrs	73
Wind power generated in Taiwan	r=0.85	22yrs	72
Wind power generated in Czechia	r=0.84	22yrs	60
Muenster cheese consumption	r=0.82	27yrs	58
Wind power generated in Falkland Islands	r=0.84	22yrs	50
Biomass power generated in Latvia	r=0.84	21yrs	40

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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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