Top variables that correlate with Air quality in Port Angeles, Washington

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

Variable	Correlation	Years	Sys. Score
Jet fuel used in U.S. Pacific Islands	r=0.69	35yrs	218
Biomass power generated in United States	r=0.61	35yrs	179
Number of websites on the internet	r=-0.75	28yrs	168
Average number of comments on PBS Space Time YouTube videos	r=0.77	9yrs	166
Geothermal power generated in United States	r=0.6	35yrs	158
Average SAT score in critical reading	r=-0.68	33yrs	156
Customer satisfaction with Dollar General	r=0.66	14yrs	150
Customer satisfaction with CNN.com (AT&T)	r=0.56	20yrs	142
xkcd comics published about puzzles	r=0.67	17yrs	140
Visitors to SeaWorld California	r=0.55	15yrs	138
Customer satisfaction with NBCNews.com	r=0.54	20yrs	138
Popularity of the 'expanding brain' meme	r=-0.8	18yrs	136
Asthma prevalence in American children	r=0.49	17yrs	131
How geeky OverSimplified YouTube video titles are	r=0.81	7yrs	130
How trendy PBS Space Time YouTube video titles are	r=0.79	9yrs	130
Automotive recalls issued by Keystone RV Company	r=-0.65	25yrs	126
Average SAT score in math	r=-0.58	33yrs	126
M&T Bank's stock price (MTB)	r=-0.69	22yrs	122
The number of telemarketers in Washington	r=0.55	20yrs	120
Automotive recalls for issues with the Air Bags	r=-0.55	33yrs	119
The number of librarians in Washington	r=0.58	16yrs	119
Gasoline pumped in U.S. Pacific Islands	r=0.56	35yrs	118
The number of payroll and timekeeping clerks in Washington	r=0.53	20yrs	116
Viewership count of American Idol Season Finale	r=0.49	21yrs	115
Customer satisfaction with HuffPost	r=0.51	11yrs	115
Volume of wheat used in the United States as animal feed	r=0.5	22yrs	114
Popularity of the 'mocking spongebob' meme	r=-0.78	18yrs	114
Brick cheese consumption	r=0.55	27yrs	113
Cigarette Smoking Rate for US adults	r=0.49	21yrs	110
Global sales revenue of elevators and escalators	r=0.64	7yrs	110
Milk consumption	r=0.49	32yrs	110
Sherbet consumption	r=0.5	32yrs	110
Andy Murray's ATP final appearances	r=0.5	18yrs	109
Petroluem consumption in U.S. Pacific Islands	r=0.55	35yrs	107
Global revenue from elevator and escalator sales	r=0.64	7yrs	106
Bachelor's degrees awarded in Communications technologies	r=0.65	10yrs	106
Bankruptcies in California	r=0.6	11yrs	104
US Sales of Artificial Christmas Trees	r=-0.78	15yrs	104
Popularity of the first name Ishmael	r=0.49	36yrs	104
Average SAT score in writing	r=-0.66	17yrs	104
Public Library Website Visits in the UK	r=0.58	8yrs	102
Wells Fargo & Company's stock price (WFC)	r=-0.64	22yrs	102
Popularity of the first name Miriam	r=0.48	36yrs	102
U.S. Bancorp's stock price (USB)	r=-0.63	22yrs	101
Popularity of the first name Coral	r=0.47	36yrs	101
Total sales of commercial vehicles in China	r=0.6	7yrs	100
Google searches for 'flights to Antarctica'	r=-0.55	20yrs	97
How fun PBS Space Time YouTube video titles are	r=0.77	9yrs	96
Google searches for 'Matt Parker'	r=0.48	17yrs	96
Customer satisfaction with American Airlines	r=-0.51	28yrs	96
xkcd comics published about childhood	r=0.45	17yrs	96
The number of surgens in Washington	r=0.55	16yrs	84
Gasoline pumped in Falkland Islands	r=0.64	22yrs	82
US production of fluid beverage milk	r=0.48	22yrs	80
The average number of likes on PBS Space Time YouTube videos	r=0.51	9yrs	78
The number of fire inspectors in Washington	r=0.51	20yrs	74
Royal Caribbean Cruises' stock price (RCL)	r=-0.63	22yrs	71
Biomass power generated in Panama	r=-0.62	35yrs	70
US dairy skim solids used to produce milk fat and skim solids byproduct fluid beverage milk	r=0.49	22yrs	70
Popularity of the first name Noemi	r=0.46	36yrs	70
The number of counter and rental clerks in Washington	r=0.51	20yrs	62
Total comments on PBS Space Time YouTube videos	r=0.47	9yrs	62
Kerosene used in U.S. Pacific Islands	r=-0.66	35yrs	60
Truist Financial's stock price (TFC)	r=-0.61	22yrs	59
Ice cream consumption	r=0.45	32yrs	53
The number of insurance claims and policy processing clerks in Washington	r=0.51	20yrs	52
How trendy Extra History YouTube video titles are	r=0.65	12yrs	52
Hydopower energy generated in Netherlands	r=0.5	35yrs	48
Altria Group's stock price (MO)	r=-0.6	22yrs	48
The number of file clerks in Washington	r=0.5	20yrs	41
Kerosene used in Romania	r=-0.64	35yrs	38
3M Company's stock price (MMM)	r=-0.59	22yrs	37
Average number of comments on 'Be Smart' science YouTube videos	r=-0.73	11yrs	36
The number of pipelayers in Washington	r=0.5	20yrs	31
Liquefied petroleum gas used in Kyrgyzstan	r=-0.66	30yrs	26
RTX Corp's stock price (RTX)	r=-0.57	22yrs	25
Total comments on The Game Theorists YouTube videos	r=-0.65	15yrs	22
The number of dental laboratory technicians in Washington	r=0.5	20yrs	21
AT&T Inc.'s stock price (T)	r=-0.57	22yrs	15
Nuclear power generation in Germany	r=0.5	31yrs	14
The number of craft artists in Washington	r=0.53	15yrs	10
How trendy CGP Grey YouTube video titles are	r=0.56	13yrs	9
Jet fuel used in Cyprus	r=0.47	35yrs	0
The number of vending machine repairers in Washington	r=0.47	20yrs	-2
Average length of minutephysics YouTube videos	r=-0.63	13yrs	-2
Total length of MrBeast's YouTube videos	r=-0.64	12yrs	-12
Fossil fuel use in North Macedonia	r=0.46	30yrs	-14
The number of brokerage clerks in Washington	r=0.47	20yrs	-14
Total comments on 3Blue1Brown YouTube videos	r=-0.67	9yrs	-22
Gasoline pumped in Montserrat	r=0.47	31yrs	-24
The number of conveyor operators in Washington	r=0.46	20yrs	-25
Liquefied petroleum gas used in Serbia	r=0.57	16yrs	-34
Total comments on Tom Scott's YouTube videos	r=-0.59	15yrs	-34
The number of psychiatric aides in Washington	r=0.48	17yrs	-35
Gasoline pumped in Ukraine	r=0.47	30yrs	-45
The number of urban planners in Washington	r=0.45	20yrs	-46
Gasoline pumped in Slovenia	r=0.46	31yrs	-56
The number of forensic science technicians in Washington	r=-0.69	20yrs	-60
The number of social work teachers in Washington	r=0.52	12yrs	-74
Wind power generated in Germany	r=-0.59	31yrs	-78
Renewable energy production in Cook Islands	r=-0.57	30yrs	-90

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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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