Top variables that correlate with Air quality in St. Louis

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

Variable	Correlation	Years	Sys. Score
Wind power generated in Venezuela	r=0.97	10yrs	403
Biomass power generated in Qatar	r=0.91	10yrs	314
Average milk produced per cow in the US	r=0.77	43yrs	262
Total number of automotive recalls	r=0.73	43yrs	255
Automotive recalls issued by BMW of North America	r=0.71	43yrs	255
Automotive recalls issued by Hyundai Motor America	r=0.71	37yrs	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
Renewable energy production in Cameroon	r=0.8	42yrs	244
Automotive recalls issued by Chrysler	r=0.63	43yrs	243
Total number of live births in Australia	r=0.79	43yrs	242
Automotive recalls issued by Honda	r=0.62	43yrs	242
USA Population	r=0.77	43yrs	240
Patents granted in the US	r=0.73	41yrs	239
Automotive recalls for issues with the Air Bags	r=0.7	33yrs	239
US Annual Tax Revenue	r=0.75	42yrs	236
Patents granted in the US	r=0.73	41yrs	236
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.7	43yrs	235
Budget for largest movie production	r=0.7	43yrs	232
Intel Corporation's annual revenue	r=0.76	36yrs	231
Annual Revenue of Walt Disney Company	r=0.74	32yrs	227
Number of firearms manufactured in the US	r=0.73	36yrs	226
Number of Lawyers in the United States	r=0.69	34yrs	226
Popularity of the first name Callie	r=0.82	43yrs	226
U.S. direct investment abroad	r=0.8	22yrs	224
The number of transportation, storage, and distribution managers in Missouri	r=0.82	20yrs	224
Total employee count at Continental AG	r=0.77	24yrs	222
Popularity of the first name Marlee	r=0.8	43yrs	222
Gender pay gap in the U.S.	r=0.7	32yrs	221
Popularity of the first name Kali	r=0.79	43yrs	221
GMO use in corn	r=0.83	24yrs	216
Butter consumption	r=0.76	32yrs	214
GMO use in corn grown in Missouri	r=0.82	24yrs	214
Total geothermal power generated globally	r=0.79	42yrs	213
American-type cheese consumption	r=0.76	27yrs	210
Automotive recalls issued by Mercedes-Benz USA	r=0.6	43yrs	208
The number of movies Willem Dafoe appeared in	r=0.64	44yrs	208
GMO use in cotton	r=0.8	23yrs	207
Automotive recalls issued by Porsche	r=0.59	43yrs	207
US household spending on health insurance	r=0.82	23yrs	207
Gilead Sciences' stock price (GILD)	r=0.75	22yrs	206
Dominion Energy's stock price (D)	r=0.75	22yrs	206
Annual US household spending on pets, toys, and hobbies	r=0.81	23yrs	206
Restaurant spending in Missouri	r=0.78	24yrs	204
Unilever's stock price (UL)	r=0.74	22yrs	204
The distance between Uranus and Mercury	r=0.65	44yrs	204
Customer satisfaction with Southwest Airlines	r=0.69	28yrs	204
Annual US household spending on health insurance	r=0.8	23yrs	204
US household spending on healthcare	r=0.8	23yrs	204
Electricity generation in Colombia	r=0.79	42yrs	203
Annual US household spending on healthcare	r=0.79	23yrs	202
US household spending on rented dwellings	r=0.79	23yrs	202
Annual US household spending on poultry	r=0.78	23yrs	201
Annual US household spending on rented dwellings	r=0.78	23yrs	201
Food spending in Missouri	r=0.78	24yrs	200
Renewable energy production in Canada	r=0.78	42yrs	192
Popularity of the first name Raphael	r=0.79	43yrs	191
Geothermal power generated in Kenya	r=0.79	41yrs	182
Popularity of the first name Demi	r=0.8	41yrs	180
Muenster cheese consumption	r=0.76	27yrs	180
Colgate-Palmolive Company's stock price (CL)	r=0.74	22yrs	174
Total hydopower energy generated globally	r=0.77	42yrs	170
Inflation in the US	r=0.72	31yrs	170
Popularity of the first name Cecilia	r=0.77	43yrs	168
American cheese consumption	r=0.72	32yrs	168
Rogers Communications' stock price (RCI)	r=0.74	22yrs	164
Global count of operating nuclear power plants	r=0.63	43yrs	163
Nuclear power generation in Finland	r=0.77	42yrs	160
Christmas Price Index in the United States	r=0.71	31yrs	158
Popularity of the first name Vivian	r=0.77	43yrs	158
Italian-type cheese consumption	r=0.75	27yrs	158
Automotive recalls issued by Volkswagen Group of America	r=0.58	43yrs	156
Geothermal power generated in Indonesia	r=0.78	40yrs	150
Popularity of the first name Kane	r=0.77	43yrs	148
Automotive recalls for issues with Exterior Lighting	r=0.57	43yrs	145
Natural cheese consumption	r=0.76	27yrs	142
Electricity generation in Jordan	r=0.77	42yrs	140
Popularity of the first name Chaim	r=0.77	43yrs	138
Electricity generation in Libya	r=0.77	42yrs	130
Popularity of the first name Killian	r=0.78	41yrs	128
US per-person consumption of bottled water	r=0.78	24yrs	127
Fossil fuel use in Libya	r=0.77	42yrs	120
Popularity of the first name Harrison	r=0.76	43yrs	116
Petroluem consumption in Algeria	r=0.79	42yrs	110
Popularity of the first name Nolan	r=0.76	43yrs	106
Petroluem consumption in Rwanda	r=0.79	42yrs	100
Popularity of the first name Tucker	r=0.76	43yrs	96
Petroluem consumption in Turkiye	r=0.78	43yrs	90
Popularity of the first name Emilio	r=0.76	43yrs	86
The number of Breweries in the United States	r=0.75	33yrs	84
Biomass power generated in Uruguay	r=0.83	32yrs	79
Popularity of the first name Alina	r=0.76	43yrs	76
Electricity generation in Brazil	r=0.76	42yrs	68
US Bottled Water Consumption per Person	r=0.78	24yrs	68
Popularity of the first name Kolton	r=0.77	41yrs	66
Renewable energy production in Brazil	r=0.76	42yrs	58
Popularity of the first name Leonel	r=0.76	43yrs	56
Electricity generation in Cayman Islands	r=0.76	42yrs	48
Popularity of the first name Alia	r=0.76	43yrs	46
Popularity of the first name Liana	r=0.76	43yrs	36
Popularity of the first name Ibrahim	r=0.76	43yrs	26

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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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