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

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

Variable	Correlation	Years	Sys. Score
Electricity generation in Kazakhstan	r=0.9	30yrs	382
US milk fat used to produce yogurt	r=0.92	22yrs	376
US production of yogurt, nonfrozen	r=0.9	22yrs	373
US milk fat used to produce sour cream	r=0.9	22yrs	373
Solar power generated in Gambia	r=0.92	17yrs	372
Biomass power generated in Solomon Islands	r=0.9	16yrs	368
Customer satisfaction with Dillard's	r=0.88	27yrs	366
Google searches for 'i have the flu'	r=0.87	20yrs	358
How professional-sounding SmarterEveryDay YouTube video titles are	r=0.91	17yrs	356
US dairy skim solids used to produce sour cream	r=0.9	22yrs	342
U.S. direct investment abroad	r=0.88	22yrs	342
Google searches for 'how to make baby'	r=0.9	20yrs	342
Hollister retail store count worldwide	r=0.86	23yrs	338
Google searches for 'scooby doo where are you'	r=0.87	20yrs	338
The number of civil engineers in South Carolina	r=0.86	20yrs	335
China's Annual Passenger Car Production	r=0.87	18yrs	334
UK Service Retail Price Index	r=0.86	19yrs	332
GMO use in corn	r=0.9	24yrs	331
GMO use in corn	r=0.89	24yrs	330
GMO use in cotton	r=0.88	23yrs	324
Annual US household spending on electricity	r=0.87	23yrs	320
Annual US household spending on telephone services	r=0.87	23yrs	320
Food spending in South Carolina	r=0.87	24yrs	319
Grocery store spend in South Carolina	r=0.86	24yrs	318
Annual US household spending on utilities	r=0.86	23yrs	318
Annual US household spending on education	r=0.87	21yrs	318
Wind power generated in Latvia	r=0.89	26yrs	317
US average milk-fat content of yogurt, nonfrozen	r=0.91	22yrs	312
Google searches for 'how to make baby'	r=0.87	20yrs	308
Gasoline pumped in Russia	r=0.87	30yrs	305
Google searches for 'headache remedies'	r=0.86	20yrs	296
Petroluem consumption in Kyrgyzstan	r=0.86	30yrs	294
GMO use in cotton	r=0.88	23yrs	294
US milk fat used to produce whey products (net)	r=0.89	22yrs	292
US dairy skim solids used to produce yogurt, nonfrozen	r=0.9	22yrs	282
Biomass power generated in Slovenia	r=0.88	23yrs	282
Jet fuel used in Sao Tome and Principe	r=0.9	22yrs	272
Wind power generated in New Caledonia	r=0.85	26yrs	261
Hispanic cheese consumption	r=0.86	26yrs	258
Customer satisfaction with Apple	r=0.83	28yrs	255
Customer satisfaction with Southwest Airlines	r=0.81	28yrs	252
Wind power generated in Czechia	r=0.87	22yrs	250
Fomento Econ's stock price (FMX)	r=0.82	22yrs	246
Automotive recalls for issues with the Electrical System	r=0.69	39yrs	244
Enbridge's stock price (ENB)	r=0.81	22yrs	244
Biomass power generated in India	r=0.86	23yrs	240
Customer satisfaction with Publix	r=0.74	27yrs	240
Total number of live births in Australia	r=0.79	39yrs	238
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.87	22yrs	237
Yearly Total Gross Income of US Farms	r=0.85	23yrs	233
Number of firearms manufactured in the US	r=0.77	36yrs	232
Number of internet users	r=0.82	24yrs	231
Biomass power generated in Rwanda	r=0.87	22yrs	230
Ticket prices at North American movie theaters	r=0.82	22yrs	229
Global plane crashes	r=0.72	39yrs	228
The number of pharmacists in South Carolina	r=0.83	20yrs	227
Portion of all US dairy skim-solids allocated to the production of yogurt, nonfrozen	r=0.87	22yrs	226
Economic output of Washington metro area	r=0.83	21yrs	226
Inflation in the US	r=0.76	31yrs	226
Patents granted in the US	r=0.66	37yrs	224
Popularity of the first name Beatrice	r=0.84	39yrs	224
Popularity of the first name Rex	r=0.84	39yrs	224
The number of massage therapists in South Carolina	r=0.82	20yrs	224
Patents granted in the US	r=0.66	37yrs	222
Kerosene used in Falkland Islands	r=0.86	26yrs	220
USA Population	r=0.65	39yrs	218
The distance between Neptune and Uranus	r=0.77	40yrs	218
Popularity of the first name Melody	r=0.8	39yrs	218
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.87	22yrs	216
Jet fuel used in Samoa	r=0.89	22yrs	210
US average dairy skim-solid content of fluid beverage milk	r=0.86	22yrs	204
Wind power generated in Falkland Islands	r=0.85	22yrs	197
Popularity of the first name Jane	r=0.8	39yrs	188
Wind power generated in Taiwan	r=0.85	22yrs	187
Popularity of the first name Graham	r=0.8	39yrs	178
Gasoline pumped in Micronesia	r=0.87	22yrs	177
Total employee count at Continental AG	r=0.8	24yrs	176
Super Bowl TV viewership	r=0.71	33yrs	170
Popularity of the first name Elliot	r=0.8	39yrs	168
Wind power generated in Bulgaria	r=0.87	18yrs	166
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.66	39yrs	165
Christmas Price Index in the United States	r=0.75	31yrs	159
Popularity of the first name Brielle	r=0.8	39yrs	158
Solar power generated in Mali	r=0.91	12yrs	156
Total Sales at Clothing and Accessories Stores	r=0.72	31yrs	153
Popularity of the first name Stella	r=0.8	39yrs	148
Number of households headed by single fathers in the United States	r=0.72	32yrs	147
Liquefied petroleum gas used in Gambia	r=0.86	22yrs	146
Adidas Group's Global Net Sales	r=0.8	23yrs	141
Total budget of Marvel comic-based films released	r=0.68	35yrs	136
Intel Corporation's annual revenue	r=0.68	36yrs	129
US Shoe Store Sales	r=0.72	30yrs	124
Annual count of part-time employees in the United States	r=0.7	33yrs	119
US production of whey products (net)	r=0.85	22yrs	110
US dairy skim solids used to produce whey products	r=0.85	22yrs	99
US production of cheese (other than cottage cheese)	r=0.83	22yrs	88
US production of butter	r=0.83	22yrs	78
US production of sour cream	r=0.83	22yrs	68
US milk fat used to produce butter	r=0.83	22yrs	58
US milk fat used to produce cheese (excluding cottage cheese)	r=0.82	22yrs	46
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.83	22yrs	36

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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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