Top variables that correlate with Air pollution in Walla Walla, Washington

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Data source: Environmental Protection Agency
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Air pollution in Walla Walla, Washington correlates with...

Variable	Correlation	Years	Sys. Score
Average SAT score in math	r=0.67	33yrs	209
Average SAT score in critical reading	r=0.65	33yrs	206
Kerosene used in U.S. Pacific Islands	r=0.66	36yrs	184
Biomass power generated in Panama	r=0.63	36yrs	183
Petroluem consumption in Albania	r=0.62	36yrs	178
Popularity of the first name Lara	r=0.65	37yrs	164
Average SAT score in writing	r=0.71	17yrs	164
Average length of Tom Scott's YouTube videos	r=0.68	15yrs	159
Popularity of the first name Rocky	r=0.61	37yrs	158
The number of furniture finishers in Washington	r=0.7	20yrs	156
Total likes of Tom Scott's YouTube videos	r=0.66	15yrs	156
The average number of likes on Tom Scott's YouTube videos	r=0.64	15yrs	153
Gender pay gap in the U.S.	r=0.56	32yrs	150
Delta Airlines' stock price (DAL)	r=0.64	16yrs	150
Median US Household Income	r=0.57	32yrs	148
Truist Financial's stock price (TFC)	r=0.59	22yrs	146
Activision Blizzard's stock price (ATVI)	r=0.64	13yrs	145
Popularity of the first name Moriah	r=-0.67	37yrs	144
Automotive recalls for issues with the Air Bags	r=0.48	33yrs	141
Solar power generated in Nepal	r=0.82	15yrs	140
Popularity of the 'mocking spongebob' meme	r=0.66	18yrs	140
American cheese consumption	r=0.59	32yrs	139
Cheddar cheese consumption	r=0.6	27yrs	136
Google searches for 'rick and morty'	r=0.72	11yrs	136
xkcd comics published about maps	r=0.65	16yrs	136
Popularity of the 'roll safe' meme	r=0.63	18yrs	136
The number of environmental science teachers in Washington	r=0.66	20yrs	135
Number of Atlantic Hurricanes each year	r=0.53	16yrs	134
Popularity of the 'expanding brain' meme	r=0.61	18yrs	133
Google searches for 'avocado toast'	r=0.65	16yrs	131
US edible fishery product imports	r=0.64	17yrs	129
US average dairy skim-solid content of fluid beverage milk	r=0.66	22yrs	129
The number of forensic science technicians in Washington	r=0.61	20yrs	128
Google searches for 'same day shipping'	r=0.6	20yrs	128
North American digital comic sales volume	r=0.64	13yrs	125
Patents granted to Toyota	r=0.64	12yrs	124
Total length of AsapSCIENCE YouTube videos	r=0.66	12yrs	123
Number of Walmart stores worldwide	r=0.58	15yrs	121
Number of Registered Vehicles in the US	r=0.48	32yrs	120
University Lecturer salaries in the US	r=0.49	13yrs	120
Associates degrees awarded in Philosophy and religious studies	r=0.74	11yrs	120
Master's degrees awarded in Engineering technologies	r=0.74	10yrs	120
Electricity generation in Liberia	r=0.58	36yrs	116
Discover Financial Services' stock price (DFS)	r=0.61	16yrs	114
The average number of likes on The Game Theorists YouTube videos	r=0.63	15yrs	112
Petroluem consumption in Somalia	r=0.59	36yrs	104
Intel's stock price (INTC)	r=0.56	22yrs	102
Popularity of the first name Joy	r=0.57	37yrs	102
The number of judicial law clerks in Washington	r=0.66	13yrs	98
Popularity of the 'loss' meme	r=0.58	17yrs	98
Total comments on Tom Scott's YouTube videos	r=0.61	15yrs	98
Google searches for 'adopt a dog'	r=0.58	20yrs	94
Charter Communications' stock price (CHTR)	r=0.62	14yrs	92
Liquefied petroleum gas used in Guyana	r=0.57	36yrs	91
Popularity of the 'distracted boyfriend' meme	r=0.57	18yrs	87
Average number of comments on Tom Scott's YouTube videos	r=0.6	15yrs	87
Google searches for 'adopt a cat'	r=0.58	20yrs	84
Popularity of the first name Joan	r=0.52	37yrs	84
The number of financial services sales agents in Washington	r=0.57	20yrs	81
Biomass power generated in Israel	r=0.77	14yrs	77
Average length of MrBeast's YouTube videos	r=0.62	12yrs	77
Johnson Controls International's stock price (JCI)	r=0.49	22yrs	72
The number of chemical equipment operators and tenders in Washington	r=0.57	20yrs	71
Google searches for 'Rachel and Ross'	r=0.58	16yrs	70
Total length of MrBeast's YouTube videos	r=0.62	12yrs	67
Kerosene used in Romania	r=0.54	36yrs	66
TransDigm Group's stock price (TDG)	r=0.52	17yrs	61
The average number of likes on SmarterEveryDay YouTube videos	r=0.58	17yrs	56
Liquefied petroleum gas used in Czechia	r=0.57	30yrs	55
TE Connectivity's stock price (TEL)	r=0.52	16yrs	50
Average number of comments on SmarterEveryDay YouTube videos	r=0.58	17yrs	46
Biomass power generated in Pakistan	r=0.75	13yrs	43
Broadridge Financial Solutions' stock price (BR)	r=0.52	16yrs	40
Total likes of SmarterEveryDay YouTube videos	r=0.58	17yrs	36
Biomass power generated in Philippines	r=0.75	13yrs	33
Medtronic's stock price (MDT)	r=0.47	22yrs	28
Total comments on Mark Rober YouTube videos	r=0.61	13yrs	26
Solar power generated in Pakistan	r=0.73	12yrs	19
ST Microelectronics' stock price (STM)	r=0.47	22yrs	18
Total comments on The Game Theorists YouTube videos	r=0.59	15yrs	16
Solar power generated in Samoa	r=0.71	15yrs	9
The Bank of New York Mellon Corporation's stock price (BK)	r=0.47	22yrs	8
Average number of comments on Mark Rober YouTube videos	r=0.6	13yrs	5
Solar power generated in Ethiopia	r=0.71	14yrs	-2
Electronic Arts' stock price (EA)	r=0.46	22yrs	-3
Average length of Mark Rober YouTube videos	r=0.6	13yrs	-5
Solar power generated in Grenada	r=0.7	15yrs	-12
Franco-Nevada's stock price (FNV)	r=0.5	16yrs	-13
Total comments on SmarterEveryDay YouTube videos	r=0.56	17yrs	-17
Solar power generated in Malta	r=0.72	13yrs	-22
M&T Bank's stock price (MTB)	r=0.46	22yrs	-23
Wind power generated in Uruguay	r=0.71	14yrs	-32
Total length of Steve Mould's YouTube videos	r=0.54	15yrs	-32
Mastercard's stock price (MA)	r=0.49	17yrs	-34
Average length of The Game Theorists YouTube videos	r=0.54	15yrs	-42
Micron Technology's stock price (MU)	r=0.45	22yrs	-44
Solar power generated in Burundi	r=0.71	12yrs	-44
Capital One Financial's stock price (COF)	r=0.45	22yrs	-54
Geothermal power generated in France	r=0.72	11yrs	-54
Total length of The Game Theorists YouTube videos	r=0.53	15yrs	-54
Digital Realty Trust's stock price (DLR)	r=0.47	19yrs	-64

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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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