Top variables that correlate with Air quality in Walterboro, South Carolina

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Data source: Environmental Protection Agency
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Air quality in Walterboro, South Carolina correlates with...

Variable	Correlation	Years	Sys. Score
GMO use in soybeans	r=0.96	19yrs	395
GMO use in soybeans	r=0.96	19yrs	395
Solar power generated in Gambia	r=0.92	14yrs	370
The number of radiation therapists in South Carolina	r=0.91	16yrs	368
Portion of all US dairy skim-solids allocated to the production of sour cream	r=0.94	19yrs	353
US average dairy skim-solid content of sour cream	r=0.91	19yrs	348
US average dairy skim-solid content of sour cream	r=0.91	19yrs	348
Gasoline pumped in Saint Pierre and Miquelon	r=0.9	19yrs	338
Hollister retail store count worldwide	r=0.87	19yrs	336
Number of registered Yamaha motorcycles in the UK	r=0.86	19yrs	334
The number of respiratory therapists in South Carolina	r=0.88	16yrs	334
Number of active magazines in the United States	r=0.89	15yrs	333
GMO use in cotton	r=0.88	19yrs	320
Grocery store spend in South Carolina	r=0.85	22yrs	314
US milk fat used to produce sour cream	r=0.88	19yrs	307
Google searches for 'best place to work'	r=0.85	15yrs	300
Total viewership of the Aviva Premiership Rugby final	r=0.87	14yrs	298
US dairy skim solids used to produce sour cream	r=0.88	19yrs	296
US average milk-fat content of sour cream	r=0.88	19yrs	264
Customer satisfaction with Dillard's	r=0.83	25yrs	252
Customer satisfaction with Apple	r=0.79	25yrs	246
Biomass power generated in Mauritius	r=0.83	20yrs	227
Customer satisfaction with Southwest Airlines	r=0.73	25yrs	207
Annual US household spending on utilities	r=0.83	19yrs	204
Kerosene used in Falkland Islands	r=0.83	23yrs	197
The number of consultants in South Carolina	r=0.85	16yrs	194
Ticket prices at North American movie theaters	r=0.8	18yrs	192
Economic output of Washington metro area	r=0.8	18yrs	189
Google searches for 'i have the flu'	r=0.81	15yrs	189
The marriage rate in South Carolina	r=-0.87	20yrs	188
Customer satisfaction with Verizon	r=0.8	15yrs	188
Customer satisfaction with AT&T	r=0.79	15yrs	186
Exxon Mobil's stock price (XOM)	r=0.74	17yrs	185
Geothermal power generated in Russia	r=0.76	27yrs	184
GMO use in corn	r=0.85	19yrs	184
Number of Botox Injections Administered to Women	r=0.74	22yrs	184
The Southern Company's stock price (SO)	r=0.75	17yrs	180
Occidental Petroleum's stock price (OXY)	r=0.75	17yrs	180
Customer satisfaction with Publix	r=0.67	25yrs	178
Customer satisfaction with Costco	r=0.69	20yrs	176
Customer satisfaction with All Others	r=0.65	24yrs	174
Annual US household spending on electricity	r=0.83	19yrs	174
Annual US household spending on property taxes	r=0.82	19yrs	173
US household spending on property taxes	r=0.82	19yrs	173
Nuclear power generation in Czechia	r=0.76	26yrs	172
Customer satisfaction with Kroger	r=0.63	25yrs	172
Load Factor of US Carrier Flights	r=0.81	17yrs	170
Food spending in South Carolina	r=0.79	22yrs	170
Google searches for 'scooby doo where are you'	r=0.82	15yrs	170
Number of public school students in Kindergarten	r=0.7	29yrs	168
Annual US household spending on education	r=0.77	19yrs	166
US imports of non-edible fishery product	r=0.81	14yrs	166
Global Net Sales for Walmart	r=0.81	13yrs	166
Annual US household spending on dairy products	r=0.77	19yrs	166
US Undergraduate Enrollment	r=0.76	19yrs	164
Yearly Total Gross Income of US Farms	r=0.75	19yrs	164
Electricity generation in Kazakhstan	r=0.75	27yrs	162
The number of pharmacists in South Carolina	r=0.82	16yrs	162
Hispanic cheese consumption	r=0.81	23yrs	153
Petroluem consumption in Palestinian Territories	r=0.8	22yrs	152
TC Energy's stock price (TRP)	r=0.75	17yrs	149
Jet fuel used in Vanuatu	r=0.75	28yrs	140
Google searches for 'i am tired'	r=0.79	15yrs	139
British American Tobacco p.l.c.'s stock price (BTI)	r=0.73	17yrs	138
Google searches for 'how to make baby'	r=0.81	15yrs	129
Rogers Communications' stock price (RCI)	r=0.73	17yrs	128
The number of optometrists in South Carolina	r=0.8	16yrs	128
US production of yogurt, nonfrozen	r=0.83	19yrs	124
Google searches for 'movie theater showtimes'	r=0.81	15yrs	119
The number of registered nurses in South Carolina	r=0.81	16yrs	118
Portion of all US dairy skim-solids allocated to the production of cream products	r=0.86	7yrs	114
Google searches for 'i am dizzy'	r=0.8	15yrs	108
The number of medical assistants in South Carolina	r=0.81	16yrs	108
Electricity generation in Palestinian Territories	r=0.83	18yrs	105
Google searches for 'best schools'	r=0.8	15yrs	98
The number of massage therapists in South Carolina	r=0.8	16yrs	97
Jet fuel used in Timor-Leste	r=0.83	16yrs	90
Yogurt consumption	r=0.68	29yrs	90
Google searches for 'how to make baby'	r=0.8	15yrs	88
The number of biological technicians in South Carolina	r=0.78	16yrs	84
Biomass power generated in Slovenia	r=0.77	20yrs	78
Google searches for 'snoop dog'	r=-0.91	15yrs	78
US milk fat used to produce yogurt	r=0.77	19yrs	76
The number of cardiovascular technicians in South Carolina	r=0.78	16yrs	74
Jet fuel used in Sao Tome and Principe	r=0.8	19yrs	68
Portion of all US dairy skim-solids allocated to the production of yogurt, nonfrozen	r=0.79	19yrs	66
Google searches for 'how to delete browsing history'	r=0.79	15yrs	66
The number of cooks, institution and cafeteria in South Carolina	r=0.77	16yrs	62
Jet fuel used in Equatorial Guinea	r=0.78	19yrs	56
Google searches for 'what is the FDIC'	r=0.79	15yrs	56
US production of evaporated and condensed milk	r=0.76	19yrs	54
Liquefied petroleum gas used in Moldova	r=0.75	24yrs	46
Google searches for 'i have a headache'	r=0.75	15yrs	45
Petroluem consumption in Turks and Caicos Islands	r=0.75	24yrs	36
Google searches for 'where to buy bleach'	r=0.78	15yrs	34
Liquefied petroleum gas used in Vanuatu	r=0.72	28yrs	26
Google searches for 'how to cut own hair'	r=0.78	15yrs	24
Wind power generated in Latvia	r=0.73	23yrs	15
Google searches for 'highest paying jobs'	r=0.77	15yrs	13
Biomass power generated in Hungary	r=0.68	29yrs	4
Petroluem consumption in Turkmenistan	r=0.72	27yrs	-6

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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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