Top variables that correlate with Air quality in Hattiesburg, Mississippi

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

Variable	Correlation	Years	Sys. Score
Liquefied petroleum gas used in Moldova	r=0.95	27yrs	414
Petroluem consumption in Turks and Caicos Islands	r=0.95	27yrs	384
U.S. direct investment abroad	r=0.93	22yrs	379
Biomass power generated in Papua New Guinea	r=0.93	22yrs	379
US production of whey products (net)	r=0.92	22yrs	376
US milk fat used to produce yogurt	r=0.92	22yrs	376
Google searches for 'how to make baby'	r=0.92	20yrs	376
China's Annual Passenger Car Production	r=0.94	18yrs	375
US dairy skim solids used to produce whey products	r=0.92	22yrs	374
Total Revenue of the NFL Teams	r=0.91	20yrs	372
Number of Walmart stores worldwide	r=0.91	15yrs	370
The number of registered nurses in Mississippi	r=0.91	18yrs	370
GMO use in corn	r=0.93	24yrs	366
Fomento Econ's stock price (FMX)	r=0.9	22yrs	363
GMO use in cotton	r=0.92	23yrs	360
US household spending on rented dwellings	r=0.94	23yrs	360
US household spending on healthcare	r=0.93	23yrs	358
US household spending on health insurance	r=0.93	23yrs	358
Altria Group's stock price (MO)	r=0.86	22yrs	357
Simon Property Group's stock price (SPG)	r=0.86	22yrs	357
Annual US household spending on telephone services	r=0.9	23yrs	354
How fun Mark Rober YouTube video titles are	r=0.93	13yrs	354
Annual US household spending on education	r=0.9	21yrs	352
Biomass power generated in Zambia	r=0.93	22yrs	349
US dairy skim solids used to produce yogurt, nonfrozen	r=0.92	22yrs	344
The number of respiratory therapists in Mississippi	r=0.9	20yrs	341
Adidas Group's Global Net Sales	r=0.89	23yrs	340
Google searches for 'two day shipping'	r=0.88	20yrs	340
Google searches for 'scooby doo where are you'	r=0.88	20yrs	340
Gasoline pumped in Cabo Verde	r=0.91	28yrs	339
Economic output of Washington metro area	r=0.87	21yrs	338
The number of sonographers in Mississippi	r=0.87	20yrs	338
UK Service Retail Price Index	r=0.88	19yrs	336
US Biomass Energy Production	r=0.88	17yrs	335
Total annual sales revenue of Ford Motors in Canada	r=0.85	19yrs	334
Revenue of US Broadcasting Industry	r=0.87	17yrs	334
Number of Public Library Members in the UK	r=0.9	12yrs	334
Wind power generated in Czechia	r=0.92	22yrs	328
Italian-type cheese consumption	r=0.92	27yrs	328
Dominion Energy's stock price (D)	r=0.86	22yrs	327
GMO use in cotton in Mississippi	r=0.89	23yrs	326
Food spending in Mississippi	r=0.89	24yrs	322
Restaurant spending in Mississippi	r=0.87	24yrs	322
Annual US household spending on health insurance	r=0.89	23yrs	322
How good SmarterEveryDay YouTube video titles are	r=0.89	17yrs	322
Annual US household spending on rented dwellings	r=0.88	23yrs	321
How insightful SmarterEveryDay YouTube video titles are	r=0.88	17yrs	321
Customer satisfaction with TJ Maxx	r=0.86	14yrs	320
Annual US household spending on healthcare	r=0.87	23yrs	320
Grocery store spend in Mississippi	r=0.87	24yrs	319
Wind power generated in Tunisia	r=0.92	22yrs	318
Mozzarella cheese consumption	r=0.92	27yrs	318
US household spending on fresh fruits	r=0.86	23yrs	318
Gilead Sciences' stock price (GILD)	r=0.85	22yrs	316
Google searches for 'how to make baby'	r=0.87	20yrs	308
Biogen's stock price (BIIB)	r=0.85	22yrs	306
The number of operations research analysts in Mississippi	r=0.87	20yrs	306
Wind power generated in Falkland Islands	r=0.9	22yrs	304
US average dairy skim-solid content of yogurt, nonfrozen	r=0.94	22yrs	296
The number of epidemiologists in Mississippi	r=0.87	20yrs	296
Google searches for 'tummy ache'	r=0.85	20yrs	295
Biomass power generated in Latvia	r=0.9	21yrs	294
How professional-sounding SmarterEveryDay YouTube video titles are	r=0.87	17yrs	290
Biomass power generated in Lithuania	r=0.9	21yrs	284
The number of pharmacy technicians in Mississippi	r=0.85	20yrs	284
How cool SmarterEveryDay YouTube video titles are	r=0.86	17yrs	278
Gasoline pumped in Timor-Leste	r=0.94	19yrs	274
US production of cheese (other than cottage cheese)	r=0.9	22yrs	273
Google searches for 'cat memes'	r=0.88	20yrs	272
Gasoline pumped in Micronesia	r=0.91	22yrs	263
US production of sour cream	r=0.9	22yrs	263
Customer satisfaction with Dillard's	r=0.84	27yrs	256
Petroluem consumption in Timor-Leste	r=0.93	19yrs	253
US milk fat used to produce cheese (excluding cottage cheese)	r=0.89	22yrs	252
Customer satisfaction with Apple	r=0.78	28yrs	248
Wind power generated in Bulgaria	r=0.91	18yrs	242
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.9	22yrs	242
Biomass power generated in Solomon Islands	r=0.92	16yrs	232
US production of dry milk products (net)	r=0.88	22yrs	230
US milk fat used to produce whey products (net)	r=0.88	22yrs	220
Solar power generated in Libya	r=0.93	12yrs	219
US production of butter	r=0.87	22yrs	208
US milk fat used to produce butter	r=0.87	22yrs	198
Electricity generation in Russia	r=0.88	30yrs	190
CVS stock price (CVS)	r=0.83	22yrs	190
US dairy skim solids used to produce dry milk products	r=0.88	22yrs	188
Google searches for 'i have the flu'	r=0.83	20yrs	187
Enbridge's stock price (ENB)	r=0.85	22yrs	180
Fossil fuel use in Eritrea	r=0.88	28yrs	178
US dairy skim solids used to produce butter	r=0.87	22yrs	177
Colgate-Palmolive Company's stock price (CL)	r=0.83	22yrs	168
Gasoline pumped in Kazakhstan	r=0.88	30yrs	166
Hispanic cheese consumption	r=0.89	26yrs	163
Cognizant Technology Solutions' stock price (CTSH)	r=0.82	22yrs	156
Biomass power generated in Nigeria	r=0.9	22yrs	154
Natural cheese consumption	r=0.9	27yrs	148
Kellogg's stock price (K)	r=0.82	22yrs	146
Coterra Energy's stock price (CTRA)	r=0.81	22yrs	134
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.89	22yrs	130
EOG Resources' stock price (EOG)	r=0.8	22yrs	123
British American Tobacco p.l.c.'s stock price (BTI)	r=0.8	22yrs	113

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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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