Top variables that correlate with Air quality in Beaumont, Texas

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Data source: Environmental Protection Agency
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Air quality in Beaumont, Texas correlates with...

Variable	Correlation	Years	Has img?
The number of logisticians in Texas	r=0.91	19yrs	No

Air quality in Beaumont, Texas also correlates with...

Variable	Correlation	Years	Sys. Score
Solar power generated in Libya	r=0.96	12yrs	404
The number of pharmacists in Texas	r=0.92	20yrs	376
The number of security guards in Texas	r=0.92	20yrs	374
Biomass power generated in Malawi	r=0.9	22yrs	374
GMO use in corn	r=0.92	24yrs	364
Rogers Communications' stock price (RCI)	r=0.89	22yrs	362
Fomento Econ's stock price (FMX)	r=0.86	22yrs	357
Customer satisfaction with AT&T	r=0.86	18yrs	354
U.S. direct investment abroad	r=0.89	22yrs	343
US production of sour cream	r=0.89	22yrs	342
Wind power generated in Czechia	r=0.88	22yrs	342
The number of civil engineers in Texas	r=0.9	20yrs	341
US milk fat used to produce yogurt	r=0.88	22yrs	340
US production of butter	r=0.87	22yrs	338
Patents granted to Apple	r=0.91	12yrs	334
UK Service Retail Price Index	r=0.85	19yrs	331
GMO use in corn	r=0.86	24yrs	325
GMO use in cotton in Texas	r=0.88	23yrs	324
Annual US household spending on telephone services	r=0.89	23yrs	322
Annual US household spending on pets, toys, and hobbies	r=0.88	23yrs	321
Annual US household spending on utilities	r=0.87	23yrs	320
US household spending on rented dwellings	r=0.87	23yrs	320
Annual US household spending on rented dwellings	r=0.86	23yrs	318
Annual US household spending on electricity	r=0.86	23yrs	318
US household spending on health insurance	r=0.86	23yrs	318
US household spending on healthcare	r=0.85	23yrs	316
US milk fat used to produce butter	r=0.87	22yrs	308
Solar power generated in Angola	r=0.92	12yrs	308
The number of urban planners in Texas	r=0.9	20yrs	301
US dairy skim solids used to produce yogurt, nonfrozen	r=0.88	22yrs	298
Wind power generated in Taiwan	r=0.86	22yrs	298
GMO use in cotton	r=0.88	23yrs	294
The number of college psychology teachers in Texas	r=0.9	20yrs	291
US production of cheese (other than cottage cheese)	r=0.86	22yrs	287
Jet fuel used in Sao Tome and Principe	r=0.87	22yrs	287
The number of clergy in Texas	r=0.89	20yrs	280
GMO use in cotton in Texas	r=0.85	23yrs	280
US dairy skim solids used to produce butter	r=0.87	22yrs	277
Gasoline pumped in Micronesia	r=0.86	22yrs	276
GMO use in cotton	r=0.85	23yrs	270
The number of university physics teachers in Texas	r=0.88	20yrs	268
US milk fat used to produce cheese (excluding cottage cheese)	r=0.85	22yrs	266
Jet fuel used in Samoa	r=0.85	22yrs	264
The number of detectives and criminal investigators in Texas	r=0.88	20yrs	258
US milk fat used to produce whey products (net)	r=0.85	22yrs	256
Jet fuel used in Timor-Leste	r=0.86	19yrs	252
Automotive recalls for issues with the Electrical System	r=0.71	43yrs	250
CVS stock price (CVS)	r=0.82	22yrs	249
Total number of automotive recalls	r=0.68	43yrs	248
Automotive recalls issued by BMW of North America	r=0.66	43yrs	248
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.86	22yrs	246
The number of postsecondary art, drama, and music teachers in Texas	r=0.87	20yrs	246
Automotive recalls for issues with the Power Train	r=0.66	43yrs	243
Automotive recalls issued by Mercedes-Benz USA	r=0.63	43yrs	243
Patents granted in the US	r=0.72	41yrs	238
The number of respiratory therapists in Texas	r=0.87	20yrs	236
Number of Lawyers in the United States	r=0.75	34yrs	235
Total number of live births in Australia	r=0.73	43yrs	234
Patents granted in the US	r=0.72	41yrs	234
US Annual Tax Revenue	r=0.72	42yrs	231
Ticket prices at North American movie theaters	r=0.83	22yrs	230
USA Population	r=0.71	43yrs	230
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.67	43yrs	230
Intel Corporation's annual revenue	r=0.74	36yrs	228
Adidas Group's Global Net Sales	r=0.85	23yrs	228
The number of salespeople in Texas	r=0.87	20yrs	226
Colgate-Palmolive Company's stock price (CL)	r=0.84	22yrs	219
The number of pharmacy technicians in Texas	r=0.86	20yrs	215
Dominion Energy's stock price (D)	r=0.84	22yrs	209
The number of restaurant cooks in Texas	r=0.86	20yrs	205
US average milk-fat content of yogurt, nonfrozen	r=0.86	22yrs	204
Unilever's stock price (UL)	r=0.82	22yrs	196
The number of production, planning, and expediting clerks in Texas	r=0.86	20yrs	195
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.85	22yrs	192
Gilead Sciences' stock price (GILD)	r=0.82	22yrs	186
The number of accountants and auditors in Texas	r=0.85	20yrs	184
Kellogg's stock price (K)	r=0.82	22yrs	176
The number of janitors and cleaners in Texas	r=0.85	20yrs	174
The number of hotel desk clerks in Texas	r=0.85	20yrs	164
Edison International's stock price (EIX)	r=0.81	22yrs	164
Novartis AG's stock price (NVS)	r=0.8	22yrs	153
Liquefied petroleum gas used in Qatar	r=0.81	42yrs	153
Average milk produced per cow in the US	r=0.7	43yrs	152
Enbridge's stock price (ENB)	r=0.8	22yrs	143
Fossil fuel use in Haiti	r=0.76	42yrs	138
Sempra's stock price (SRE)	r=0.8	22yrs	133
Biomass power generated in Brazil	r=0.75	42yrs	127
The number of occupational therapy assistants in Texas	r=0.87	13yrs	120
Renewable energy production in Canada	r=0.75	42yrs	117
Electricity generation in Colombia	r=0.75	42yrs	107
US production of yogurt, nonfrozen	r=0.85	22yrs	100
Electricity generation in Jordan	r=0.75	42yrs	97
US production of dry milk products (net)	r=0.84	22yrs	89
Fossil fuel use in Oman	r=0.75	42yrs	87
US milk fat used to produce sour cream	r=0.84	22yrs	79
Electricity generation in Saudi Arabia	r=0.75	42yrs	77
US dairy skim solids used to produce dry milk products	r=0.85	22yrs	69
Fossil fuel use in Saudi Arabia	r=0.75	42yrs	67
Total renewable energy production globally	r=0.74	42yrs	56
Total hydopower energy generated globally	r=0.74	42yrs	46

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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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