Top variables that correlate with Air quality in Atlanta

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Data source: Environmental Protection Agency
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Air quality in Atlanta correlates with...

Variable	Correlation	Years	Sys. Score
SAP SE's stock price (SAP)	r=0.92	22yrs	396
The average number of likes on Tom Scott's YouTube videos	r=0.91	15yrs	394
Realty Income's stock price (O)	r=0.9	22yrs	393
Google searches for 'i have a headache'	r=0.9	20yrs	392
US Wind Power Generation Capacity	r=0.92	23yrs	377
Hydopower energy generated in Greenland	r=0.91	23yrs	377
Ticket prices at North American movie theaters	r=0.9	22yrs	376
Google searches for 'no cap'	r=0.92	20yrs	376
US milk fat used to produce cheese (excluding cottage cheese)	r=0.91	22yrs	374
The number of athletic trainers in Georgia	r=0.92	20yrs	374
Biomass power generated in Lithuania	r=0.9	21yrs	374
Wind power generated in Taiwan	r=0.9	22yrs	374
US production of cheese (other than cottage cheese)	r=0.9	22yrs	373
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.9	22yrs	372
Google searches for 'buy a house'	r=0.9	20yrs	372
Comcast's stock price (CMCSA)	r=0.9	22yrs	363
US Bottled Water Consumption per Person	r=0.91	24yrs	362
Annual US household spending on fruits and vegetables	r=0.93	23yrs	358
Annual US household spending on fresh fruits	r=0.93	23yrs	358
Annual US household spending on fresh vegetables	r=0.93	23yrs	358
Average views of Tom Scott's YouTube videos	r=0.94	15yrs	358
Annual US household spending on processed vegetables	r=0.92	23yrs	357
Annual US household spending on other household products	r=0.92	23yrs	357
US per-person consumption of bottled water	r=0.91	24yrs	356
Annual US household spending on cereals and bakery products	r=0.91	23yrs	356
Annual US household spending on rented dwellings	r=0.91	23yrs	356
Annual US household spending on healthcare	r=0.91	23yrs	356
Annual US household spending on bakery products	r=0.9	23yrs	354
Annual US household spending on property taxes	r=0.9	23yrs	354
Google's Advertising Revenue	r=0.89	22yrs	342
Google's annual advertising revenue	r=0.89	22yrs	342
U.S. direct investment abroad	r=0.88	22yrs	342
The number of lawyers in Georgia	r=0.9	20yrs	342
Cost to send a letter via the USPS	r=0.87	17yrs	340
The number of sonographers in Georgia	r=0.88	20yrs	340
Microsoft's Worldwide Earnings	r=0.88	21yrs	339
Google's Annual Global Revenue	r=0.87	21yrs	338
Economic output of Washington metro area	r=0.87	21yrs	338
Total NBA League Revenue	r=0.87	21yrs	338
Global annual electricity generation	r=0.88	18yrs	336
Global Net Sales for Walmart	r=0.87	17yrs	334
The Walt Disney Company's stock price (DIS)	r=0.87	22yrs	333
Total likes of Tom Scott's YouTube videos	r=0.88	15yrs	329
Google searches for 'i have the flu'	r=0.87	20yrs	328
GMO use in corn	r=0.86	24yrs	325
Fidelity National Information Services' stock price (FIS)	r=0.9	22yrs	323
Biomass power generated in India	r=0.89	23yrs	314
WEC Energy Group's stock price (WEC)	r=0.9	22yrs	313
US production of dry milk products (net)	r=0.89	22yrs	312
The number of medical assistants in Georgia	r=0.89	20yrs	310
Annual US household spending on health insurance	r=0.9	23yrs	304
Wind power generated in Czechia	r=0.89	22yrs	303
Eversource Energy's stock price (ES)	r=0.9	22yrs	303
US production of butter	r=0.88	22yrs	300
Google searches for 'who is jk rowling'	r=0.88	20yrs	300
US household spending on fresh fruits	r=0.9	23yrs	299
The number of industrial engineers in Georgia	r=0.88	20yrs	298
Solar power generated in Peru	r=0.89	22yrs	293
The Coca-Cola Company's stock price (KO)	r=0.86	22yrs	292
US production of sour cream	r=0.88	22yrs	290
Google searches for 'tummy ache'	r=0.87	20yrs	288
The number of logisticians in Georgia	r=0.88	19yrs	287
Adidas Group's Global Net Sales	r=0.86	23yrs	285
Wind power generated in Morocco	r=0.88	22yrs	282
McDonald's stock price (MCD)	r=0.86	22yrs	282
US milk fat used to produce butter	r=0.88	22yrs	280
Annual Revenue of the Lego Group	r=0.86	20yrs	280
Google searches for 'what is my zodiac sign'	r=0.87	20yrs	278
The number of paralegals in Georgia	r=0.87	18yrs	276
HDFC Bank's stock price (HDB)	r=0.89	22yrs	272
US dairy skim solids used to produce dry milk products	r=0.89	22yrs	270
Solar power generated in Luxembourg	r=0.88	21yrs	270
Google searches for 'i am dizzy'	r=0.87	20yrs	268
The number of occupational therapists in Georgia	r=0.87	20yrs	266
Unilever's stock price (UL)	r=0.89	22yrs	262
Solar power generated in Belgium	r=0.89	18yrs	259
US dairy skim solids used to produce butter	r=0.88	22yrs	258
Google searches for 'who is alexa'	r=0.88	17yrs	256
The number of electrical engineers in Georgia	r=0.86	20yrs	255
American Tower's stock price (AMT)	r=0.89	22yrs	252
Wind power generated in Croatia	r=0.88	18yrs	248
US milk fat used to produce dry milk products	r=0.86	22yrs	247
Google searches for 'dollar store near me'	r=0.85	20yrs	245
The number of physical therapists in Georgia	r=0.85	20yrs	244
Ecolab's stock price (ECL)	r=0.89	22yrs	242
Gasoline pumped in Kiribati	r=0.88	22yrs	238
The number of respiratory therapists in Georgia	r=0.85	20yrs	234
Ross Stores' stock price (ROST)	r=0.89	22yrs	232
Liquefied petroleum gas used in Niger	r=0.88	22yrs	228
The number of financial services sales agents in Georgia	r=0.85	20yrs	224
Brown-Forman's stock price (BF.B)	r=0.89	22yrs	222
Wind power generated in Jamaica	r=0.87	18yrs	216
The number of OSHA specialists in Georgia	r=0.86	19yrs	214
CGI Inc.'s stock price (GIB)	r=0.89	22yrs	212
Geothermal power generated in Germany	r=0.85	18yrs	203
The number of occupational health and safety technicians in Georgia	r=0.85	19yrs	202
Union Pacific's stock price (UNP)	r=0.88	22yrs	200
Liquefied petroleum gas used in Maldives	r=0.86	18yrs	192
Becton, Dickinson and Company's stock price (BDX)	r=0.88	22yrs	190
Canadian National Railway Company's stock price (CNI)	r=0.88	22yrs	180
Crown Castle's stock price (CCI)	r=0.88	22yrs	170

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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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