Top variables that correlate with Air quality in Sandpoint, Idaho

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Data source: Environmental Protection Agency
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Air quality in Sandpoint, Idaho correlates with...

Variable	Correlation	Years	Sys. Score
3M Company's stock price (MMM)	r=-0.81	22yrs	184
The divorce rate in Idaho	r=0.69	23yrs	179
US music album sales	r=0.8	16yrs	167
Viewership count of American Idol Season Finale	r=0.72	21yrs	164
Cigarette Smoking Rate for US adults	r=0.74	21yrs	163
US production of fluid beverage milk	r=0.72	22yrs	161
US dairy skim solids used to produce milk fat and skim solids byproduct fluid beverage milk	r=0.72	22yrs	160
The number of postmasters in Idaho	r=0.72	20yrs	159
The number of postal service machine operators in Idaho	r=0.7	20yrs	156
Customer satisfaction with Dollar General	r=0.7	14yrs	156
Kerosene used in Western Sahara	r=0.62	33yrs	156
FedEx's stock price (FDX)	r=-0.77	22yrs	152
Ryanair Holdings' stock price (RYAAY)	r=-0.77	22yrs	150
Popularity of the first name Shaquille	r=-0.77	34yrs	150
Asthma attacks in American children	r=0.57	23yrs	149
Popularity of the first name Bria	r=-0.75	34yrs	148
Customer satisfaction with Whirlpool	r=0.55	28yrs	148
Visitors to SeaWorld Florida	r=0.62	15yrs	147
Brick cheese consumption	r=0.66	27yrs	144
Asthma attacks in American children	r=0.54	23yrs	144
Visitors to SeaWorld California	r=0.58	15yrs	142
Asthma prevalence in American children	r=0.56	17yrs	142
US birth rates of triplets or more	r=0.65	20yrs	141
Customer satisfaction with FOXNews.com	r=0.61	12yrs	141
GMO use in cotton	r=0.67	23yrs	138
Asthma attacks in American children	r=0.5	23yrs	138
The number of human resources assistants in Idaho	r=0.68	20yrs	138
The marriage rate in Idaho	r=0.53	23yrs	138
US household spending on prescription drugs	r=0.69	23yrs	138
Customer satisfaction with CNN.com (AT&T)	r=0.53	20yrs	137
Customer satisfaction with ABCNews.com	r=0.53	20yrs	137
Asthma attacks in American children	r=0.48	23yrs	136
US household spending on mortgage interest and charges	r=0.68	23yrs	136
Arson in Idaho	r=0.59	22yrs	134
US household spending on fresh milk and cream	r=0.66	23yrs	133
National Lacrosse Champions' Final Point	r=0.61	25yrs	132
Academy Awards Ceremony Audience Size	r=0.62	23yrs	132
Customer satisfaction with Kohl's	r=0.5	19yrs	132
Wind power generated in Poland	r=-0.73	27yrs	132
Customer satisfaction with NBCNews.com	r=0.49	20yrs	131
United States music album sales	r=0.65	16yrs	130
Wind power generated in Luxembourg	r=-0.73	25yrs	130
U.S. intercountry adoptions	r=0.6	23yrs	129
Bankruptcy filings in the US	r=0.55	24yrs	128
Google searches for 'Matt Parker'	r=0.62	17yrs	128
xkcd comics published about childhood	r=0.59	17yrs	128
Google searches for 'how to do magic'	r=0.59	20yrs	126
United States' Fruit Juice Export Volume	r=0.64	13yrs	125
Automotive recalls issued by Keystone RV Company	r=-0.64	25yrs	124
Customer satisfaction with American Airlines	r=-0.63	28yrs	124
Customer satisfaction with Delta Airlines	r=-0.62	28yrs	122
Number of Portugal matches played by Cristiano Ronaldo	r=0.56	20yrs	120
Patents granted to Sony	r=0.61	12yrs	120
U.S. Bancorp's stock price (USB)	r=-0.76	22yrs	119
Google searches for 'desktop background'	r=0.56	17yrs	119
Physical album shipment volume in the United States	r=0.52	24yrs	118
Asthma prevalence in American children	r=0.47	17yrs	118
xkcd comics published about existentialism	r=0.53	17yrs	118
Google searches for 'report UFO sighting'	r=0.49	20yrs	117
Dominion Energy's stock price (D)	r=-0.76	22yrs	109
The number of library technicians in Idaho	r=0.63	20yrs	100
Wind power generated in Peru	r=-0.72	25yrs	100
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.66	22yrs	99
Comcast's stock price (CMCSA)	r=-0.74	22yrs	97
Solar power generated in Bangladesh	r=-0.71	25yrs	88
Google searches for 'panama canal'	r=0.53	20yrs	87
The number of photographers in Idaho	r=0.59	20yrs	84
US production of cottage cheese	r=0.55	22yrs	80
Cenovus Energy's stock price (CVE)	r=0.59	14yrs	78
Biomass power generated in South Korea	r=-0.68	27yrs	78
The number of file clerks in Idaho	r=0.57	20yrs	71
US dairy skim solids used to produce cottage cheese	r=0.55	22yrs	69
Vodafone Group's stock price (VOD)	r=0.53	22yrs	68
Wind power generated in Turkiye	r=-0.72	24yrs	68
NCAA Women's Ice Hockey National Championship Winner's Score	r=0.53	22yrs	68
MTV VMA Viewer Count	r=0.52	23yrs	62
Kerosene used in Bahrain	r=-0.65	33yrs	58
American-type cheese consumption	r=-0.72	27yrs	58
The number of broadcast technicians in Idaho	r=0.55	20yrs	58
US Tobacco Production	r=0.52	23yrs	57
Deutsche Bank Aktiengesellschaft's stock price (DB)	r=0.51	22yrs	54
Liquefied petroleum gas used in Samoa	r=-0.76	22yrs	48
The number of cooks, short order in Idaho	r=0.55	20yrs	48
BP's stock price (BP)	r=0.46	22yrs	40
Liquefied petroleum gas used in Serbia	r=0.65	16yrs	38
The number of meter readers, utilities in Idaho	r=0.55	20yrs	38
The Walt Disney Company's stock price (DIS)	r=-0.71	22yrs	28
The number of sheet metal workers in Idaho	r=0.55	20yrs	28
Jet fuel used in Bhutan	r=-0.71	25yrs	26
Altria Group's stock price (MO)	r=-0.73	22yrs	16
Liquefied petroleum gas used in Cambodia	r=-0.68	27yrs	14
Eni S.p.A.'s stock price (E)	r=0.45	22yrs	6
Biomass power generated in Jordan	r=0.54	20yrs	-2
Nokia Oyj's stock price (NOK)	r=0.45	22yrs	-4
Jet fuel used in Gabon	r=0.47	33yrs	-12
Intel's stock price (INTC)	r=-0.72	22yrs	-15
Royal Caribbean Cruises' stock price (RCL)	r=-0.72	22yrs	-25
Fidelity National Information Services' stock price (FIS)	r=-0.71	22yrs	-36
State Street's stock price (STT)	r=-0.71	22yrs	-46
M&T Bank's stock price (MTB)	r=-0.71	22yrs	-56
Wells Fargo & Company's stock price (WFC)	r=-0.7	22yrs	-67

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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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