Top variables that correlate with Air quality in Austin

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

Variable	Correlation	Years	Has img?
Customer satisfaction with Dillard's	r=0.79	27yrs	No

Air quality in Austin also correlates with...

Variable	Correlation	Years	Sys. Score
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.67	43yrs	230
Jet fuel used in Tanzania	r=0.71	42yrs	228
Fossil fuel use in Equatorial Guinea	r=0.68	42yrs	226
Biomass power generated in Italy	r=0.68	42yrs	226
Total number of live births in Australia	r=0.65	43yrs	222
Popularity of the first name Melody	r=0.7	43yrs	208
Automotive recalls issued by BMW of North America	r=0.59	43yrs	207
Popularity of the first name Genevieve	r=0.69	43yrs	206
Popularity of the first name Jude	r=0.69	43yrs	206
Total number of automotive recalls	r=0.59	43yrs	204
Automotive recalls issued by Honda	r=0.57	43yrs	204
The distance between Neptune and Uranus	r=0.65	44yrs	204
Average milk produced per cow in the US	r=0.57	43yrs	202
Automotive recalls for issues with the Electrical System	r=0.59	43yrs	202
Biomass power generated in Nicaragua	r=0.68	42yrs	196
Patents granted in the US	r=0.59	41yrs	188
U.S. direct investment abroad	r=0.75	22yrs	187
Biomass power generated in Poland	r=0.68	42yrs	186
US milk fat used to produce yogurt	r=0.75	22yrs	186
Patents granted in the US	r=0.59	41yrs	185
USA Population	r=0.6	43yrs	184
Gender pay gap in the U.S.	r=0.64	32yrs	182
US dairy skim solids used to produce yogurt, nonfrozen	r=0.74	22yrs	182
UEFA European Cup and Champions League Top Scorer's Goal Count	r=0.58	43yrs	181
Global plane crashes	r=0.57	43yrs	180
Fomento Econ's stock price (FMX)	r=0.71	22yrs	180
Intel Corporation's annual revenue	r=0.61	36yrs	178
US Annual Tax Revenue	r=0.57	42yrs	178
Number of firearms manufactured in the US	r=0.6	36yrs	177
Electricity generation in Tanzania	r=0.68	42yrs	176
Automotive recalls for issues with the Power Train	r=0.55	43yrs	176
Automotive recalls issued by Mercedes-Benz USA	r=0.52	43yrs	176
Automotive recalls issued by Porsche	r=0.51	43yrs	175
Popularity of the first name Lucy	r=0.68	43yrs	174
GMO use in corn	r=0.75	24yrs	174
Customer satisfaction with Southwest Airlines	r=0.62	28yrs	174
Verizon Communications' stock price (VZ)	r=0.66	22yrs	172
Customer satisfaction with Apple	r=0.61	28yrs	172
Popularity of the 'all your base' meme	r=-0.85	18yrs	172
The number of movies Willem Dafoe appeared in	r=0.6	44yrs	172
Automotive recalls issued by Nissan North America	r=0.49	43yrs	172
Automotive recalls issued by Hyundai Motor America	r=0.53	37yrs	172
Colgate-Palmolive Company's stock price (CL)	r=0.65	22yrs	170
GMO use in corn	r=0.72	24yrs	169
GMO use in cotton	r=0.74	23yrs	168
Liquefied petroleum gas used in Moldova	r=0.8	27yrs	166
The number of dental hygienists in Texas	r=0.76	20yrs	165
US Employment Rate	r=-0.7	33yrs	164
US household spending on healthcare	r=0.73	23yrs	164
Popularity of the first name Jane	r=0.68	43yrs	164
Grocery store spend in Texas	r=0.73	24yrs	163
Food spending in Texas	r=0.72	24yrs	162
The number of pharmacists in Texas	r=0.73	20yrs	162
The number of production, planning, and expediting clerks in Texas	r=0.74	20yrs	162
Annual US household spending on telephone services	r=0.72	23yrs	162
US household spending on health insurance	r=0.72	23yrs	162
Total budget of Marvel comic-based films released	r=0.61	35yrs	160
Google searches for 'scooby doo where are you'	r=0.72	20yrs	160
Yearly Total Gross Income of US Farms	r=0.68	23yrs	158
Gasoline pumped in Nigeria	r=0.7	42yrs	156
Popularity of the first name Graham	r=0.68	43yrs	154
Biomass power generated in Brazil	r=0.67	42yrs	145
Italian-type cheese consumption	r=0.73	27yrs	145
Popularity of the first name Elliot	r=0.68	43yrs	144
GMO use in cotton in Texas	r=0.73	23yrs	136
Electricity generation in Equatorial Guinea	r=0.67	42yrs	135
Mozzarella cheese consumption	r=0.73	27yrs	135
Popularity of the first name Lena	r=0.68	43yrs	134
The number of respiratory therapists in Texas	r=0.72	20yrs	129
GMO use in cotton	r=0.73	23yrs	126
Fossil fuel use in Madagascar	r=0.67	42yrs	125
Popularity of the first name Eden	r=0.68	43yrs	124
Hispanic cheese consumption	r=0.7	26yrs	120
Electricity generation in Qatar	r=0.67	42yrs	115
Popularity of the first name Gwendolyn	r=0.68	43yrs	114
Number of Lawyers in the United States	r=0.58	34yrs	110
Electricity generation in Uruguay	r=0.67	42yrs	105
Popularity of the first name Hudson	r=0.68	43yrs	104
Natural cheese consumption	r=0.7	27yrs	103
Inflation in the US	r=0.64	31yrs	103
Kerosene used in Mali	r=0.69	42yrs	95
Popularity of the first name Layla	r=0.68	43yrs	94
US production of sour cream	r=0.73	22yrs	92
Electricity generation in Antigua and Barbuda	r=0.66	42yrs	84
Popularity of the first name Silas	r=0.68	43yrs	84
US production of yogurt, nonfrozen	r=0.72	22yrs	81
Electricity generation in Bangladesh	r=0.66	42yrs	74
Popularity of the first name Valentina	r=0.68	43yrs	74
Portion of all US dairy skim-solids allocated to the production of yogurt, nonfrozen	r=0.74	22yrs	71
Fossil fuel use in Bangladesh	r=0.66	42yrs	64
Popularity of the first name Delilah	r=0.68	43yrs	64
US milk fat used to produce sour cream	r=0.71	22yrs	60
Renewable energy production in Belgium	r=0.66	42yrs	54
Popularity of the first name Camila	r=0.68	43yrs	54
Biomass power generated in Belgium	r=0.66	42yrs	44
Popularity of the first name Stella	r=0.68	43yrs	44
Geothermal power generated in Iceland	r=0.66	42yrs	34
Popularity of the first name Camilla	r=0.68	43yrs	34
Popularity of the first name Ryder	r=0.68	43yrs	24
Popularity of the first name Henry	r=0.67	43yrs	13

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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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