Top variables that correlate with Air quality in Tupelo, Mississippi

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Data source: Environmental Protection Agency
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Air quality in Tupelo, Mississippi correlates with...

Variable	Correlation	Years	Sys. Score
Petroluem consumption in Timor-Leste	r=0.96	19yrs	408
Solar power generated in Libya	r=0.97	12yrs	405
Wind power generated in Venezuela	r=0.96	10yrs	402
Google searches for 'how to make baby'	r=0.91	20yrs	374
China's Annual Passenger Car Production	r=0.93	18yrs	374
US production of dry milk products (net)	r=0.91	22yrs	374
US dairy skim solids used to produce dry milk products	r=0.91	22yrs	373
Number of Walmart stores worldwide	r=0.92	15yrs	372
Revenue of US Broadcasting Industry	r=0.9	17yrs	368
Verizon Communications' stock price (VZ)	r=0.88	22yrs	360
Biogen's stock price (BIIB)	r=0.88	22yrs	360
US household spending on rented dwellings	r=0.93	23yrs	358
US household spending on healthcare	r=0.93	23yrs	358
US household spending on health insurance	r=0.93	23yrs	358
Dominion Energy's stock price (D)	r=0.86	22yrs	357
US average dairy skim-solid content of yogurt, nonfrozen	r=0.94	22yrs	356
Wind power generated in Tunisia	r=0.93	22yrs	349
U.S. direct investment abroad	r=0.88	22yrs	342
Popularity of the 'drake' meme	r=0.87	18yrs	342
Google searches for 'two day shipping'	r=0.89	20yrs	341
Google searches for 'scooby doo where are you'	r=0.89	20yrs	341
The number of operations research analysts in Mississippi	r=0.9	20yrs	341
The number of epidemiologists in Mississippi	r=0.88	20yrs	338
The number of respiratory therapists in Mississippi	r=0.88	20yrs	338
Solar power generated in Greece	r=0.95	18yrs	338
Global Net Sales for Walmart	r=0.89	17yrs	336
Global Apple iPhone Sales in Q3	r=0.91	12yrs	334
Global annual electricity generation	r=0.87	18yrs	334
US Biomass Energy Production	r=0.86	17yrs	332
GMO use in corn	r=0.88	24yrs	328
Biomass power generated in Papua New Guinea	r=0.92	22yrs	328
Total likes of SmarterEveryDay YouTube videos	r=0.85	17yrs	326
GMO use in cotton	r=0.88	23yrs	324
US average milk-fat content of dry milk products (net)	r=0.91	22yrs	322
Baidu's stock price (BIDU)	r=0.85	18yrs	322
Annual US household spending on health insurance	r=0.89	23yrs	322
GMO use in cotton in Mississippi	r=0.86	23yrs	321
US household spending on fresh fruits	r=0.88	23yrs	321
Annual US household spending on rented dwellings	r=0.87	23yrs	320
Annual US household spending on telephone services	r=0.87	23yrs	320
Annual US household spending on healthcare	r=0.87	23yrs	320
How cool SmarterEveryDay YouTube video titles are	r=0.87	17yrs	320
How good SmarterEveryDay YouTube video titles are	r=0.86	17yrs	318
Biomass power generated in India	r=0.91	23yrs	317
Google searches for 'tummy ache'	r=0.87	20yrs	308
Biomass power generated in Lithuania	r=0.92	21yrs	306
The number of athletic trainers in Mississippi	r=0.86	20yrs	305
Patents granted to Apple	r=0.9	12yrs	303
US dairy skim solids used to produce yogurt, nonfrozen	r=0.88	22yrs	298
Google searches for 'how to make baby'	r=0.86	20yrs	296
The number of hotel desk clerks in Mississippi	r=0.86	20yrs	295
Biomass power generated in Latvia	r=0.91	21yrs	295
US production of cheese (other than cottage cheese)	r=0.86	22yrs	287
The number of industrial machinery mechanics in Mississippi	r=0.86	20yrs	285
Wind power generated in Bulgaria	r=0.92	18yrs	284
Google searches for 'where to buy crutches'	r=0.85	19yrs	284
US production of whey products (net)	r=0.86	22yrs	277
Biomass power generated in Nigeria	r=0.9	22yrs	274
The number of budget analysts in Mississippi	r=0.85	20yrs	274
US milk fat used to produce cheese (excluding cottage cheese)	r=0.86	22yrs	267
Biomass power generated in Solomon Islands	r=0.94	16yrs	264
The number of logisticians in Mississippi	r=0.86	19yrs	264
Google searches for 'cat memes'	r=0.87	20yrs	261
US milk fat used to produce yogurt	r=0.85	22yrs	256
US Bottled Water Consumption per Person	r=0.85	24yrs	254
Solar power generated in Angola	r=0.95	12yrs	252
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.86	22yrs	246
Solar power generated in Bulgaria	r=0.94	13yrs	242
US dairy skim solids used to produce whey products	r=0.86	22yrs	236
US Wind Power Generation Capacity	r=0.85	23yrs	232
Biomass power generated in Burma	r=0.91	17yrs	231
Total employee count at Continental AG	r=0.81	24yrs	228
Total Revenue of the NFL Teams	r=0.84	20yrs	227
Muenster cheese consumption	r=0.89	27yrs	224
Gasoline pumped in Timor-Leste	r=0.91	19yrs	220
The number of historians in Mississippi	r=0.85	17yrs	220
Fomento Econ's stock price (FMX)	r=0.85	22yrs	210
Colgate-Palmolive Company's stock price (CL)	r=0.85	22yrs	200
The Walt Disney Company's stock price (DIS)	r=0.8	22yrs	188
Hydopower energy generated in Greenland	r=0.89	23yrs	184
Google searches for 'i have the flu'	r=0.85	20yrs	180
Gilead Sciences' stock price (GILD)	r=0.83	22yrs	178
Total annual sales revenue of Ford Motors in Canada	r=0.84	19yrs	178
Wind power generated in Czechia	r=0.88	22yrs	172
Adidas Group's Global Net Sales	r=0.84	23yrs	172
CVS stock price (CVS)	r=0.81	22yrs	168
Solar power generated in Belgium	r=0.9	18yrs	160
Altria Group's stock price (MO)	r=0.82	22yrs	156
Biomass power generated in Mozambique	r=0.87	22yrs	150
Google searches for 'headache remedies'	r=0.84	20yrs	148
Bristol-Myers Squibb's stock price (BMY)	r=0.81	22yrs	144
Kimberly-Clark's stock price (KMB)	r=0.81	22yrs	134
Cognizant Technology Solutions' stock price (CTSH)	r=0.81	22yrs	124
Prudential's stock price (PUK)	r=0.81	22yrs	114
US production of sour cream	r=0.85	22yrs	110
PPG Industries' stock price (PPG)	r=0.81	22yrs	104
US production of butter	r=0.84	22yrs	99
Comcast's stock price (CMCSA)	r=0.8	22yrs	93
US milk fat used to produce butter	r=0.84	22yrs	89
US milk fat used to produce dry milk products	r=0.83	22yrs	78
US dairy skim solids used to produce butter	r=0.84	22yrs	68

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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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