Top variables that correlate with Air quality in Bellingham, Washington

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Data source: Environmental Protection Agency
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Air quality in Bellingham, Washington correlates with...

Variable	Correlation	Years	Sys. Score
Number of active magazines in the United States	r=0.8	15yrs	164
Global sales revenue of elevators and escalators	r=0.82	7yrs	148
Customer satisfaction with HP	r=0.55	28yrs	148
Wind power generated in Panama	r=0.79	9yrs	145
Southern Copper's stock price (SCCO)	r=0.57	22yrs	144
Global revenue from elevator and escalator sales	r=0.82	7yrs	143
Customer satisfaction with Nordstrom	r=0.52	27yrs	142
The Coca-Cola Company's stock price (KO)	r=0.51	22yrs	139
BHP Group's stock price (BHP)	r=0.53	22yrs	138
Solar power generated in Ghana	r=0.74	9yrs	138
Solar power generated in Bosnia and Herzegovina	r=0.72	9yrs	134
Average length of Casually Explained YouTube videos	r=0.62	9yrs	134
Number of times 13 was a winning Mega Millions number	r=0.48	22yrs	133
The number of chemists in Washington	r=0.62	20yrs	129
How insightful Simone Giertz's YouTube video titles are	r=0.78	10yrs	129
Google searches for 'President phone number'	r=0.45	20yrs	128
Customer satisfaction with T-Mobile	r=0.48	17yrs	126
Average length of Computerphile YouTube videos	r=0.55	11yrs	126
Global annual sales of the Xbox 360	r=0.66	10yrs	125
US milk fat used to produce sour cream	r=0.58	22yrs	125
Total employee count at Continental AG	r=0.55	24yrs	124
Rolls-Royce annual production volume	r=0.6	17yrs	124
US dairy skim solids used to produce sour cream	r=0.58	22yrs	124
Average temperature in Toronto	r=0.56	19yrs	121
Economic output of Washington metro area	r=0.55	21yrs	120
U.S. direct investment abroad	r=0.54	22yrs	120
US production of sour cream	r=0.55	22yrs	120
The number of parking enforcement workers in Washington	r=0.56	19yrs	119
Total Federal Construction Expenditure in the United States	r=0.52	24yrs	118
Organic Food Sales Volume in the United States	r=0.61	13yrs	118
Associates degrees awarded in Architecture	r=0.73	11yrs	118
Customer satisfaction with Macy's	r=0.5	16yrs	118
Customer satisfaction with Acer computers	r=0.51	14yrs	118
Customer satisfaction with YouTube	r=0.52	12yrs	118
The number of agricultural equipment operators in Washington	r=0.54	20yrs	117
Popularity of the 'trollface' meme	r=0.49	18yrs	115
Google searches for 'i cant fall asleep'	r=0.5	20yrs	112
Google searches for 'velociraptor'	r=0.5	20yrs	112
Heineken Cup Final winning team score	r=0.45	27yrs	110
Unilever's stock price (UL)	r=0.53	22yrs	108
Solar power generated in Azerbaijan	r=0.71	9yrs	103
Novartis AG's stock price (NVS)	r=0.52	22yrs	96
Wind power generated in Serbia	r=0.7	9yrs	92
The average number of likes on OverSimplified YouTube videos	r=0.54	7yrs	90
US production of cheese (other than cottage cheese)	r=0.54	22yrs	89
The number of aircraft mechanics in Washington	r=0.54	20yrs	87
Canadian Natural Resources' stock price (CNQ)	r=0.52	22yrs	86
Biomass power generated in New Zealand	r=0.53	34yrs	81
Google searches for 'i am tired'	r=0.47	20yrs	81
Average length of Simone Giertz's YouTube videos	r=0.52	10yrs	80
US milk fat used to produce whey products (net)	r=0.54	22yrs	79
Agnico Eagle Mines' stock price (AEM)	r=0.52	22yrs	76
The number of physicists in Washington	r=0.51	20yrs	74
Nuclear power generation in Argentina	r=0.52	34yrs	70
US production of butter	r=0.53	22yrs	68
Total length of Simone Giertz's YouTube videos	r=0.49	10yrs	66
The Southern Company's stock price (SO)	r=0.51	22yrs	64
The number of surgical technologists in Washington	r=0.52	20yrs	64
Age of Miss Earth Peagant winner	r=0.46	22yrs	62
Hydopower energy generated in Sierra Leone	r=0.6	22yrs	60
US milk fat used to produce cheese (excluding cottage cheese)	r=0.53	22yrs	58
Hollister retail store count worldwide	r=0.48	23yrs	56
Average length of MinuteEarth YouTube videos	r=0.48	11yrs	55
Rogers Communications' stock price (RCI)	r=0.51	22yrs	54
The number of environmental engineers in Washington	r=0.51	20yrs	52
Wind power generated in Bangladesh	r=0.68	9yrs	48
US milk fat used to produce butter	r=0.53	22yrs	48
How good Simone Giertz's YouTube video titles are	r=0.69	10yrs	45
McDonald's stock price (MCD)	r=0.47	22yrs	43
The number of veterinary technologists and technicians in Washington	r=0.49	20yrs	40
Solar power generated in Chile	r=0.68	9yrs	38
US milk fat used to produce yogurt	r=0.53	22yrs	38
Total length of 'Be Smart' science YouTube videos	r=0.48	11yrs	35
HDFC Bank's stock price (HDB)	r=0.5	22yrs	33
The number of commercial pilots in Washington	r=0.49	20yrs	30
Jet fuel used in Azerbaijan	r=0.56	30yrs	28
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.54	22yrs	28
The average number of likes on 'Be Smart' science YouTube videos	r=0.47	11yrs	24
ICICI Bank's stock price (IBN)	r=0.5	22yrs	23
Petroluem consumption in Mauritania	r=0.53	34yrs	18
US dairy skim solids used to produce butter	r=0.53	22yrs	16
PACCAR's stock price (PCAR)	r=0.5	22yrs	13
How professional-sounding OverSimplified YouTube video titles are	r=0.75	7yrs	12
Biomass power generated in Azerbaijan	r=0.67	9yrs	7
US production of yogurt, nonfrozen	r=0.51	22yrs	4
Realty Income's stock price (O)	r=0.5	22yrs	3
Electricity generation in Palestinian Territories	r=0.59	21yrs	-3
Entergy's stock price (ETR)	r=0.5	22yrs	-7
US dairy skim solids used to produce yogurt, nonfrozen	r=0.49	22yrs	-10
Wind power generated in Falkland Islands	r=0.57	22yrs	-15
Kellogg's stock price (K)	r=0.5	22yrs	-17
US production of whey products (net)	r=0.47	22yrs	-22
Wind power generated in Taiwan	r=0.57	22yrs	-25
Becton, Dickinson and Company's stock price (BDX)	r=0.49	22yrs	-28
Hydopower energy generated in Suriname	r=0.48	34yrs	-36
Sempra's stock price (SRE)	r=0.49	22yrs	-38
Gasoline pumped in Cook Islands	r=0.58	22yrs	-46
Public Service Enterprise Group's stock price (PEG)	r=0.49	22yrs	-48
Petroluem consumption in Lithuania	r=0.52	31yrs	-56
Edison International's stock price (EIX)	r=0.49	22yrs	-58
Liquefied petroleum gas used in Saudi Arabia	r=0.5	34yrs	-66

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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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