Top variables that correlate with Air quality in Kingsport, Tennessee

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Data source: Environmental Protection Agency
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Air quality in Kingsport, Tennessee correlates with...

Variable	Correlation	Years	Sys. Score
Customer satisfaction with Apple	r=0.87	28yrs	366
Customer satisfaction with Dillard's	r=0.86	27yrs	364
Electricity generation in Kazakhstan	r=0.86	30yrs	346
Biomass power generated in Slovenia	r=0.89	23yrs	344
Petroluem consumption in Turks and Caicos Islands	r=0.87	27yrs	342
US milk fat used to produce yogurt	r=0.87	22yrs	338
US milk fat used to produce sour cream	r=0.86	22yrs	337
US production of yogurt, nonfrozen	r=0.85	22yrs	336
GMO use in corn	r=0.86	24yrs	325
Grocery store spend in Tennessee	r=0.86	24yrs	318
Liquefied petroleum gas used in Moldova	r=0.86	27yrs	310
US dairy skim solids used to produce sour cream	r=0.86	22yrs	306
Wind power generated in Venezuela	r=0.94	10yrs	298
Jet fuel used in Sao Tome and Principe	r=0.86	22yrs	286
Total number of automotive recalls	r=0.71	43yrs	252
Automotive recalls issued by BMW of North America	r=0.69	43yrs	252
Customer satisfaction with Southwest Airlines	r=0.79	28yrs	249
Automotive recalls for issues with the Electrical System	r=0.69	43yrs	248
Automotive recalls for issues with the Power Train	r=0.69	43yrs	248
Total number of live births in Australia	r=0.8	43yrs	244
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.74	43yrs	241
Patents granted in the US	r=0.72	41yrs	238
USA Population	r=0.75	43yrs	236
Patents granted in the US	r=0.72	41yrs	234
Budget for largest movie production	r=0.68	43yrs	229
U.S. direct investment abroad	r=0.83	22yrs	229
Number of internet users	r=0.8	24yrs	228
UFO sightings in Tennessee	r=0.65	42yrs	228
Hollister retail store count worldwide	r=0.82	23yrs	227
Inflation in the US	r=0.76	31yrs	226
US Annual Tax Revenue	r=0.69	42yrs	226
Number of Lawyers in the United States	r=0.69	34yrs	226
Yearly Total Gross Income of US Farms	r=0.79	23yrs	224
Total Sales at Clothing and Accessories Stores	r=0.71	31yrs	222
Super Bowl TV viewership	r=0.69	33yrs	222
Popularity of the first name Marlee	r=0.8	43yrs	222
Popularity of the first name Jude	r=0.8	43yrs	222
Popularity of the first name Levi	r=0.79	43yrs	221
Average milk produced per cow in the US	r=0.74	43yrs	218
GMO use in corn	r=0.85	24yrs	218
GMO use in cotton	r=0.83	23yrs	212
Food spending in Tennessee	r=0.84	24yrs	210
Automotive recalls issued by Honda	r=0.6	43yrs	208
Customer satisfaction with Costco	r=0.76	22yrs	208
Annual US household spending on electricity	r=0.83	23yrs	208
Automotive recalls issued by Nissan North America	r=0.59	43yrs	207
Automotive recalls issued by Hyundai Motor America	r=0.63	37yrs	207
Annual US household spending on utilities	r=0.82	23yrs	207
Annual US household spending on telephone services	r=0.82	23yrs	207
Restaurant spending in Tennessee	r=0.8	24yrs	206
Popularity of the first name Lucy	r=0.79	43yrs	191
Electricity generation in Libya	r=0.82	42yrs	188
GMO use in cotton	r=0.83	23yrs	182
Popularity of the first name Eden	r=0.79	43yrs	181
Fossil fuel use in Libya	r=0.82	42yrs	178
US dairy skim solids used to produce yogurt, nonfrozen	r=0.84	22yrs	178
Number of firearms manufactured in the US	r=0.7	36yrs	172
Popularity of the first name Layla	r=0.79	43yrs	171
GMO use in soybeans	r=0.78	23yrs	167
US milk fat used to produce whey products (net)	r=0.82	22yrs	166
Number of households headed by single fathers in the United States	r=0.71	32yrs	166
Petroluem consumption in Algeria	r=0.81	42yrs	163
Popularity of the first name Liana	r=0.79	43yrs	161
Christmas Price Index in the United States	r=0.72	31yrs	160
GMO use in soybeans	r=0.78	23yrs	157
Global plane crashes	r=0.64	43yrs	155
Biomass power generated in Belgium	r=0.78	42yrs	152
Italian-type cheese consumption	r=0.83	27yrs	150
Popularity of the first name Lucas	r=0.78	43yrs	150
Intel Corporation's annual revenue	r=0.68	36yrs	149
Renewable energy production in Bhutan	r=0.78	42yrs	142
Hispanic cheese consumption	r=0.84	26yrs	140
Popularity of the first name Genesis	r=0.78	43yrs	140
Hydopower energy generated in Bhutan	r=0.78	42yrs	132
Popularity of the first name Vivian	r=0.78	43yrs	130
Mozzarella cheese consumption	r=0.81	27yrs	127
Fossil fuel use in Egypt	r=0.78	42yrs	122
Popularity of the first name Reid	r=0.78	43yrs	120
Butter consumption	r=0.75	32yrs	113
Liquefied petroleum gas used in Guinea-Bissau	r=0.8	42yrs	112
Popularity of the first name Brielle	r=0.78	43yrs	110
Yogurt consumption	r=0.75	32yrs	103
Gasoline pumped in Sao Tome and Principe	r=0.8	42yrs	102
Popularity of the first name Cruz	r=0.78	43yrs	100
Electricity generation in Antigua and Barbuda	r=0.77	42yrs	90
Popularity of the first name Anderson	r=0.78	43yrs	90
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.85	22yrs	89
Electricity generation in Cabo Verde	r=0.77	42yrs	80
Popularity of the first name Presley	r=0.78	43yrs	80
US average milk-fat content of yogurt, nonfrozen	r=0.85	22yrs	78
Fossil fuel use in Equatorial Guinea	r=0.77	42yrs	70
Popularity of the first name Lia	r=0.78	43yrs	70
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.85	22yrs	68
Electricity generation in Gambia	r=0.77	42yrs	60
Popularity of the first name Stella	r=0.78	43yrs	60
US Bottled Water Consumption per Person	r=0.79	24yrs	60
Natural cheese consumption	r=0.8	27yrs	58
Fossil fuel use in Gambia	r=0.77	42yrs	50
Popularity of the first name Ryder	r=0.78	43yrs	50
Popularity of the first name Henry	r=0.77	43yrs	38
Popularity of the first name Evelyn	r=0.77	43yrs	28

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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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