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

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

Variable	Correlation	Years	Has img?
Number of Botox Injections Administered to Women	r=0.88	20yrs	Yes!

Air quality in Gaffney, South Carolina also correlates with...

Variable	Correlation	Years	Sys. Score
Grocery store spend in South Carolina	r=0.9	20yrs	350
Portion of all US dairy skim-solids allocated to the production of sour cream	r=0.9	17yrs	345
Petroluem consumption in Palestinian Territories	r=0.88	20yrs	336
Gasoline pumped in Saint Pierre and Miquelon	r=0.88	17yrs	334
GMO use in soybeans	r=0.89	17yrs	322
GMO use in soybeans	r=0.89	17yrs	322
Average length of Numberphile YouTube videos	r=0.91	6yrs	320
US average dairy skim-solid content of sour cream	r=0.89	17yrs	314
US average dairy skim-solid content of sour cream	r=0.89	17yrs	314
Food spending in South Carolina	r=0.85	20yrs	312
Geothermal power generated in France	r=0.94	6yrs	300
Patents granted to Canon	r=0.95	6yrs	300
Patents granted to Apple	r=0.93	6yrs	296
US average milk-fat content of sour cream	r=0.88	17yrs	282
How insightful Mark Rober YouTube video titles are	r=0.93	6yrs	282
Associates degrees awarded in Business administration	r=0.92	6yrs	276
Google searches for 'instagram'	r=0.87	6yrs	259
Patents granted to LG Electronics	r=0.88	6yrs	259
Customer satisfaction with Apple	r=0.85	23yrs	253
Average views of CGP Grey YouTube videos	r=0.87	6yrs	244
How provocative CGP Grey YouTube video titles are	r=0.87	6yrs	214
Portion of all US dairy skim-solids allocated to the production of cream products	r=0.93	7yrs	214
Customer satisfaction with Dillard's	r=0.77	23yrs	211
Popularity of the first name Melanie	r=0.76	29yrs	202
Popularity of the first name Vaughn	r=0.74	29yrs	200
Hydopower energy generated in Tajikistan	r=0.81	25yrs	199
Popularity of the first name Bree	r=0.73	29yrs	198
Number of registered Yamaha motorcycles in the UK	r=0.83	17yrs	192
US production of cream products	r=0.89	7yrs	192
The marriage rate in South Carolina	r=-0.87	18yrs	186
Nuclear power generation in Armenia	r=0.82	21yrs	186
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.66	29yrs	185
Customer satisfaction with Publix	r=0.72	23yrs	184
Petroluem consumption in Turks and Caicos Islands	r=0.83	22yrs	176
Hispanic cheese consumption	r=0.84	21yrs	176
Restaurant spending in South Carolina	r=0.8	20yrs	172
Annual US household spending on housekeeping supplies	r=0.82	17yrs	171
US per-person consumption of bottled water	r=0.8	18yrs	169
Number of active magazines in the United States	r=0.82	15yrs	168
Hollister retail store count worldwide	r=0.78	17yrs	165
Nuclear power generation in Czechia	r=0.79	24yrs	165
Frank Lampard's appearances for the England national team	r=0.77	18yrs	162
Number of International Tourist Arrivals Worldwide	r=0.73	22yrs	162
Automotive recalls issued by Keystone RV Company	r=0.68	19yrs	162
Number of edits to the Wikipedia article for Slippery slope	r=0.7	16yrs	162
Number of internet users	r=0.68	24yrs	160
Mozzarella cheese consumption	r=0.8	22yrs	160
US dairy skim solids used to produce cream products	r=0.89	7yrs	160
Total Sales at Clothing and Accessories Stores	r=0.66	25yrs	158
Torii Hunter's Hit Count	r=0.75	18yrs	158
Anheuser-Busch InBev's stock price (BUD)	r=0.76	7yrs	157
Customer satisfaction with Sam's Club	r=0.65	21yrs	156
Kerosene used in Falkland Islands	r=0.83	21yrs	155
Customer satisfaction with Costco	r=0.64	18yrs	152
GMO use in cotton	r=0.8	17yrs	151
The divorce rate in South Carolina	r=-0.8	18yrs	150
Number of Miss World delegates	r=0.59	29yrs	148
US Bottled Water Consumption per Person	r=0.79	18yrs	144
Electricity generation in Kazakhstan	r=0.78	25yrs	144
Popularity of the first name Nico	r=0.71	29yrs	135
Electricity generation in Russia	r=0.78	25yrs	134
Average length of CGP Grey YouTube videos	r=0.83	6yrs	132
Popularity of the first name Bo	r=0.7	29yrs	124
Geothermal power generated in Russia	r=0.78	25yrs	124
Jet fuel used in Vanuatu	r=0.79	26yrs	114
Popularity of the first name Julius	r=0.69	29yrs	112
US milk fat used to produce sour cream	r=0.83	17yrs	112
The average number of likes on Tom Scott's YouTube videos	r=0.73	8yrs	110
US average milk-fat content of cream products	r=0.89	7yrs	108
Inflation in the US	r=0.66	25yrs	105
Popularity of the first name Iliana	r=0.69	29yrs	102
Renewable energy production in Congo-Kinshasa	r=0.73	29yrs	101
US dairy skim solids used to produce sour cream	r=0.83	17yrs	101
Christmas Price Index in the United States	r=0.66	25yrs	100
The average number of likes on CGP Grey YouTube videos	r=0.8	6yrs	98
Popularity of the first name Lana	r=0.69	29yrs	92
Gasoline Prices in the US	r=0.6	27yrs	91
Hydopower energy generated in Congo-Kinshasa	r=0.73	29yrs	91
The average number of likes on minutephysics YouTube videos	r=0.78	6yrs	85
Total number of live births in Australia	r=0.59	29yrs	83
Popularity of the first name Vance	r=0.69	29yrs	82
Jet fuel used in Mauritius	r=0.73	29yrs	78
Average length of Mark Rober YouTube videos	r=0.77	6yrs	74
Popularity of the first name Amalia	r=0.68	29yrs	70
Italian-type cheese consumption	r=0.78	22yrs	68
Wind power generated in Puerto Rico	r=0.85	7yrs	67
Popularity of the first name Leah	r=0.67	29yrs	59
Natural cheese consumption	r=0.78	22yrs	50
Popularity of the first name Ruby	r=0.67	29yrs	49
Wind power generated in Luxembourg	r=0.8	20yrs	42
Popularity of the first name Ella	r=0.67	29yrs	39
Jet fuel used in Equatorial Guinea	r=0.83	17yrs	31
Popularity of the first name Elle	r=0.67	29yrs	29
US production of yogurt, nonfrozen	r=0.73	17yrs	18
Popularity of the first name Lucia	r=0.66	29yrs	18
Fossil fuel use in Eritrea	r=0.75	23yrs	18
Liquefied petroleum gas used in Moldova	r=0.78	22yrs	8
Popularity of the first name Ava	r=0.66	29yrs	8
Average milk produced per cow in the US	r=0.54	29yrs	-1
Popularity of the first name Aiden	r=0.66	29yrs	-2

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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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