Top variables that correlate with Air quality in Huntsville

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Data source: Environmental Protection Agency
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Air quality in Huntsville correlates with...

Variable	Correlation	Years	Sys. Score
Wind power generated in Venezuela	r=0.99	10yrs	406
Customer satisfaction with Dillard's	r=0.89	27yrs	368
How professional-sounding Steve Mould's YouTube video titles are	r=0.94	15yrs	358
How nerdy Steve Mould's YouTube video titles are	r=0.91	15yrs	354
Liquefied petroleum gas used in Moldova	r=0.9	27yrs	346
Petroluem consumption in Turks and Caicos Islands	r=0.89	27yrs	345
US milk fat used to produce yogurt	r=0.86	22yrs	337
US production of yogurt, nonfrozen	r=0.85	22yrs	336
US milk fat used to produce sour cream	r=0.85	22yrs	336
The number of occupational therapists in Alabama	r=0.86	20yrs	335
GMO use in corn	r=0.86	24yrs	325
GMO use in corn	r=0.85	24yrs	324
GMO use in cotton	r=0.85	23yrs	320
How cool Steve Mould's YouTube video titles are	r=0.89	15yrs	320
Annual US household spending on utilities	r=0.85	23yrs	316
Annual US household spending on electricity	r=0.85	23yrs	316
Petroluem consumption in Turkmenistan	r=0.85	30yrs	312
US dairy skim solids used to produce sour cream	r=0.85	22yrs	304
Biomass power generated in Slovenia	r=0.86	23yrs	300
GMO use in cotton	r=0.85	23yrs	290
How good Steve Mould's YouTube video titles are	r=0.89	15yrs	290
Jet fuel used in Sao Tome and Principe	r=0.86	22yrs	286
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.87	22yrs	277
Liquefied petroleum gas used in Maldives	r=0.85	18yrs	270
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.86	22yrs	264
Customer satisfaction with Apple	r=0.81	28yrs	252
US average milk-fat content of yogurt, nonfrozen	r=0.85	22yrs	252
How insightful Steve Mould's YouTube video titles are	r=0.89	15yrs	250
Customer satisfaction with Southwest Airlines	r=0.74	28yrs	242
How geeky Steve Mould's YouTube video titles are	r=0.88	15yrs	239
Inflation in the US	r=0.81	31yrs	234
U.S. direct investment abroad	r=0.84	22yrs	230
Number of internet users	r=0.81	24yrs	230
Annual Revenue of Walt Disney Company	r=0.76	32yrs	230
Total Sales at Clothing and Accessories Stores	r=0.76	31yrs	229
Gender pay gap in the U.S.	r=0.75	32yrs	228
Number of households headed by single fathers in the United States	r=0.75	32yrs	227
Number of Slot Machines in Nevada	r=0.66	39yrs	226
Ticket prices at North American movie theaters	r=0.8	22yrs	226
Hollister retail store count worldwide	r=0.81	23yrs	226
How fun Steve Mould's YouTube video titles are	r=0.86	15yrs	226
Gasoline Prices in the US	r=0.71	33yrs	224
How trendy Steve Mould's YouTube video titles are	r=0.85	15yrs	214
Number of public school students in 12th grade	r=0.77	33yrs	212
Google searches for 'i have the flu'	r=0.8	20yrs	212
Annual US household spending on telephone services	r=0.85	23yrs	212
Fomento Econ's stock price (FMX)	r=0.78	22yrs	210
Enbridge's stock price (ENB)	r=0.77	22yrs	208
Rogers Communications' stock price (RCI)	r=0.77	22yrs	208
US household spending on health insurance	r=0.82	23yrs	207
Customer satisfaction with Kroger	r=0.71	27yrs	206
US household spending on rented dwellings	r=0.81	23yrs	206
US household spending on healthcare	r=0.81	23yrs	206
Annual US household spending on education	r=0.82	21yrs	205
Restaurant spending in Alabama	r=0.78	24yrs	204
Number of public school students in 11th grade	r=0.71	33yrs	204
Food spending in Alabama	r=0.79	24yrs	202
Annual US household spending on property taxes	r=0.79	23yrs	202
Annual US household spending on health insurance	r=0.79	23yrs	202
Kellogg's stock price (K)	r=0.77	22yrs	178
Intel Corporation's annual revenue	r=0.7	36yrs	172
GMO use in soybeans	r=0.79	23yrs	168
Wind power generated in New Zealand	r=0.83	30yrs	167
US Shoe Store Sales	r=0.74	30yrs	167
CVS stock price (CVS)	r=0.74	22yrs	167
Number of Registered Vehicles in the US	r=0.73	32yrs	162
US dairy skim solids used to produce yogurt, nonfrozen	r=0.85	22yrs	159
GMO use in soybeans	r=0.79	23yrs	158
Biomass power generated in Hungary	r=0.81	32yrs	156
Gilead Sciences' stock price (GILD)	r=0.75	22yrs	156
Christmas Price Index in the United States	r=0.72	31yrs	155
Annual count of part-time employees in the United States	r=0.7	33yrs	149
US production of sour cream	r=0.83	22yrs	148
Biomass power generated in Singapore	r=0.81	32yrs	146
RTX Corp's stock price (RTX)	r=0.74	22yrs	144
Nuclear power generation in Czechia	r=0.82	29yrs	134
EOG Resources' stock price (EOG)	r=0.74	22yrs	134
US production of cheese (other than cottage cheese)	r=0.8	22yrs	133
Wind power generated in Japan	r=0.81	30yrs	124
Colgate-Palmolive Company's stock price (CL)	r=0.74	22yrs	124
US milk fat used to produce whey products (net)	r=0.8	22yrs	123
US per-person consumption of bottled water	r=0.78	24yrs	122
Electricity generation in Kazakhstan	r=0.81	30yrs	114
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.8	22yrs	112
Dominion Energy's stock price (D)	r=0.73	22yrs	112
Electricity generation in Russia	r=0.81	30yrs	104
Italian-type cheese consumption	r=0.84	27yrs	102
Nuclear power generation in Romania	r=0.82	26yrs	92
Hispanic cheese consumption	r=0.84	26yrs	90
Nuclear power generation in Russia	r=0.8	30yrs	82
Mozzarella cheese consumption	r=0.83	27yrs	80
Kerosene used in Falkland Islands	r=0.84	26yrs	72
Yogurt consumption	r=0.78	32yrs	68
Petroluem consumption in Namibia	r=0.8	32yrs	62
US Bottled Water Consumption per Person	r=0.78	24yrs	58
Gasoline pumped in Turkmenistan	r=0.82	30yrs	52
Natural cheese consumption	r=0.81	27yrs	50
Fossil fuel use in Bosnia and Herzegovina	r=0.79	30yrs	41
Butter consumption	r=0.72	32yrs	38
Milk-fat consumption	r=0.72	32yrs	28
Portion of all US dairy skim-solids allocated to the production of yogurt, nonfrozen	r=0.81	22yrs	12

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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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