Top variables that correlate with Air quality in Mobile, Alabama

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Data source: Environmental Protection Agency
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Air quality in Mobile, Alabama correlates with...

Variable	Correlation	Years	Sys. Score
Customer satisfaction with Southwest Airlines	r=0.74	28yrs	242
Hollister retail store count worldwide	r=0.8	23yrs	224
GMO use in soybeans	r=0.84	23yrs	216
GMO use in soybeans	r=0.84	23yrs	216
GMO use in corn	r=0.78	24yrs	208
Portion of all US dairy skim-solids allocated to the production of sour cream	r=0.8	22yrs	200
The number of interpreters and translators in Alabama	r=0.81	20yrs	192
Biomass power generated in Slovenia	r=0.78	23yrs	192
Liquefied petroleum gas used in Gambia	r=0.78	22yrs	188
US production of yogurt, nonfrozen	r=0.76	22yrs	187
Petroluem consumption in Estonia	r=0.7	31yrs	186
Customer satisfaction with Costco	r=0.71	22yrs	181
Customer satisfaction with Kroger	r=0.63	27yrs	174
British American Tobacco p.l.c.'s stock price (BTI)	r=0.66	22yrs	172
Rogers Communications' stock price (RCI)	r=0.66	22yrs	172
TC Energy's stock price (TRP)	r=0.66	22yrs	170
Annual US household spending on electricity	r=0.76	23yrs	168
Portion of all US dairy skim-solids allocated to the production of yogurt, nonfrozen	r=0.78	22yrs	167
The number of commercial pilots in Alabama	r=0.76	20yrs	165
Annual US household spending on utilities	r=0.74	23yrs	165
Physical album shipment volume in the United States	r=-0.77	24yrs	162
Yearly Total Gross Income of US Farms	r=0.71	23yrs	162
Total annual sales of Ford Motors in the United States	r=-0.81	23yrs	162
Number of registered Yamaha motorcycles in the UK	r=0.72	22yrs	161
UK Service Retail Price Index	r=0.73	19yrs	158
Total Federal Construction Expenditure in the United States	r=0.67	24yrs	156
Biomass power generated in Mauritius	r=0.73	23yrs	155
The divorce rate in Alabama	r=-0.78	23yrs	154
Customer satisfaction with Dillard's	r=0.59	27yrs	153
Number of edits to the Wikipedia article for JP Morgan Chase	r=0.6	21yrs	152
Popularity of the first name Gillian	r=-0.66	43yrs	148
The marriage rate in Alabama	r=-0.74	23yrs	148
Customer satisfaction with Verizon	r=0.61	18yrs	147
Chicago Bulls Win Percentage Progression	r=0.48	43yrs	146
Popularity of the first name Keyshawn	r=-0.66	40yrs	146
Total value of all $100 bills printed	r=0.72	22yrs	146
Total viewership of the Aviva Premiership Rugby final	r=0.78	14yrs	144
Popularity of the first name Rhiannon	r=-0.62	43yrs	144
Customer satisfaction with Publix	r=0.53	27yrs	144
The average number of likes on Computerphile YouTube videos	r=0.61	11yrs	144
Google searches for 'i have the flu'	r=0.57	20yrs	143
GMO use in cotton	r=0.77	23yrs	142
Nielsen Ranking of Smallville Season Finale	r=0.76	10yrs	142
Customer satisfaction with All Others	r=0.52	27yrs	142
Number of Public Library Members in the UK	r=0.74	12yrs	140
Automotive recalls issued by Keystone RV Company	r=0.5	25yrs	140
The number of sonographers in Alabama	r=0.68	20yrs	140
Organic Food Sales Volume in the United States	r=0.75	13yrs	138
US household spending on property taxes	r=0.69	23yrs	138
Asthma prevalence in American children	r=0.53	17yrs	137
Ticket prices at North American movie theaters	r=0.63	22yrs	136
Google searches for 'how to build a bunker'	r=0.49	20yrs	136
Customer satisfaction with JCPenney	r=0.48	27yrs	136
US household spending on pets, toys, and hobbies	r=0.68	23yrs	136
Annual US household spending on education	r=0.68	21yrs	134
Annual US household spending on property taxes	r=0.66	23yrs	133
Annual US household spending on telephone services	r=0.66	23yrs	133
Annual US household spending on dairy products	r=0.66	23yrs	133
US production of evaporated and condensed milk	r=0.73	22yrs	132
Exxon Mobil's stock price (XOM)	r=0.61	22yrs	126
Kerosene used in Greece	r=-0.63	42yrs	124
US milk fat used to produce sour cream	r=0.72	22yrs	121
Enbridge's stock price (ENB)	r=0.64	22yrs	114
US dairy skim solids used to produce sour cream	r=0.72	22yrs	110
Jet fuel used in Sao Tome and Principe	r=0.71	22yrs	108
The number of court and municipal clerks in Alabama	r=0.66	20yrs	105
GMO use in corn	r=0.68	24yrs	103
Imperial Oil's stock price (IMO)	r=0.61	22yrs	100
US milk fat used to produce yogurt	r=0.7	22yrs	98
Jet fuel used in Cabo Verde	r=0.7	22yrs	96
Fomento Econ's stock price (FMX)	r=0.59	22yrs	86
US dairy skim solids used to produce yogurt, nonfrozen	r=0.68	22yrs	84
Jet fuel used in Dominica	r=0.68	22yrs	84
Number of active magazines in the United States	r=0.7	15yrs	84
Chevron's stock price (CVX)	r=0.58	22yrs	75
Biomass power generated in Malawi	r=0.65	22yrs	72
US milk fat used to produce whey products (net)	r=0.65	22yrs	70
BCE Inc.'s stock price (BCE)	r=0.58	22yrs	64
Liquefied petroleum gas used in Ethiopia	r=0.54	42yrs	62
US Bottled Water Consumption per Person	r=0.65	24yrs	58
Coterra Energy's stock price (CTRA)	r=0.57	22yrs	54
Jet fuel used in Gambia	r=0.67	22yrs	52
US average milk-fat content of yogurt, nonfrozen	r=0.72	22yrs	48
International Business Machines' stock price (IBM)	r=0.56	22yrs	42
Jet fuel used in Bulgaria	r=0.58	33yrs	40
US average dairy skim-solid content of sour cream	r=0.69	22yrs	34
Jet fuel used in Saint Kitts and Nevis	r=0.66	22yrs	30
Royal Bank of Canada's stock price (RY)	r=0.55	22yrs	30
US average dairy skim-solid content of sour cream	r=0.69	22yrs	24
Jet fuel used in Samoa	r=0.66	22yrs	20
América Móvil's stock price (AMX)	r=0.55	22yrs	20
Kellogg's stock price (K)	r=0.55	22yrs	10
Petroluem consumption in Kazakhstan	r=0.58	30yrs	6
Canadian Natural Resources' stock price (CNQ)	r=0.54	22yrs	-1
BHP Group's stock price (BHP)	r=0.53	22yrs	-12
Jet fuel used in Timor-Leste	r=0.68	19yrs	-14
The Toronto-Dominion Bank's stock price (TD)	r=0.53	22yrs	-22
Biomass power generated in Rwanda	r=0.63	22yrs	-26
Southern Copper's stock price (SCCO)	r=0.53	22yrs	-32
Public Storage's stock price (PSA)	r=0.53	22yrs	-42
Simon Property Group's stock price (SPG)	r=0.53	22yrs	-52

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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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