Top variables that correlate with Air pollution in Klamath Falls, Oregon

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Data source: Environmental Protection Agency
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Air pollution in Klamath Falls, Oregon correlates with...

Variable	Correlation	Years	Sys. Score
How nerdy 'Be Smart' science YouTube video titles are	r=0.91	10yrs	298
How 'hip and with it' LEMMiNO YouTube video titles are	r=0.9	11yrs	268
Wind power generated in Jordan	r=0.76	32yrs	228
Electricity generation in Liberia	r=0.73	35yrs	227
Solar power generated in China	r=0.74	32yrs	226
Average SAT score in critical reading	r=0.65	33yrs	206
Solar power generated in South Korea	r=0.74	32yrs	196
Solar power generated in Australia	r=0.73	30yrs	182
Average SAT score in math	r=0.62	33yrs	182
Median US Household Income	r=0.65	32yrs	180
Automotive recalls issued by Mercedes-Benz USA	r=0.55	36yrs	174
Renewable energy production in Cook Islands	r=0.73	30yrs	172
American cheese consumption	r=0.66	32yrs	170
Total comments on Mark Rober YouTube videos	r=0.77	12yrs	170
The number of medical appliance technicians in Oregon	r=0.76	19yrs	164
Activision Blizzard's stock price (ATVI)	r=0.76	13yrs	163
Solar power generated in Cook Islands	r=0.73	30yrs	162
US edible fishery product imports	r=0.76	17yrs	162
Average SAT score in writing	r=0.68	17yrs	160
Gender pay gap in the U.S.	r=0.61	32yrs	158
Global Payments' stock price (GPN)	r=0.66	21yrs	156
Wind power generated in Norway	r=0.73	30yrs	152
Electronic Arts' stock price (EA)	r=0.62	21yrs	150
Automotive recalls issued by Volkswagen Group of America	r=0.49	36yrs	150
Cheddar cheese consumption	r=0.68	27yrs	148
Hot days in Paris	r=0.83	6yrs	148
American-type cheese consumption	r=0.67	27yrs	146
Popularity of the 'fbi agent' meme	r=0.7	17yrs	146
Number of Atlantic Hurricanes each year	r=0.58	16yrs	142
Automotive recalls for issues with the Air Bags	r=0.49	33yrs	142
Renewable energy production in Saint Vincent/Grenadines	r=0.7	35yrs	142
The number of Breweries in the United States	r=0.59	33yrs	140
xkcd comics published about maps	r=0.69	15yrs	140
Total length of Mark Rober YouTube videos	r=0.77	12yrs	140
Number of times 17 was a winning Mega Millions number	r=0.53	20yrs	138
Google searches for 'adopt a cat'	r=0.68	19yrs	138
Google searches for 'do vaccines work'	r=0.68	19yrs	138
Customer satisfaction with AT&T	r=0.55	18yrs	138
Popularity of the 'its wednesday my dudes' meme	r=0.65	17yrs	138
Number of times 22 was a winning Mega Millions number	r=0.51	21yrs	136
Google searches for 'adopt a dog'	r=0.66	19yrs	136
The number of personal financial advisors in Oregon	r=0.67	19yrs	136
Customer satisfaction with American Airlines	r=0.47	28yrs	136
Popularity of the 'we live in a society' meme	r=0.63	17yrs	135
Sales of LP/Vinyl Albums	r=0.53	30yrs	134
Automotive recalls issued by Keystone RV Company	r=0.46	25yrs	134
The number of animal trainers in Oregon	r=0.67	18yrs	134
Customer satisfaction with Delta Airlines	r=0.46	28yrs	134
Customer satisfaction with United Airlines	r=0.46	28yrs	134
US Sales of Artificial Christmas Trees	r=0.68	15yrs	133
Solar power generated in Sweden	r=0.74	29yrs	132
The average number of likes on 'Be Smart' science YouTube videos	r=0.79	10yrs	130
Wind power generated in China	r=0.71	32yrs	121
Average length of Deep Look YouTube videos	r=0.79	9yrs	120
Intel's stock price (INTC)	r=0.61	21yrs	118
Cream and Neufchatel cheese consumption	r=0.66	27yrs	114
Liquefied petroleum gas used in Namibia	r=0.73	32yrs	111
VMware's stock price (VMW)	r=0.66	13yrs	108
Google searches for 'i have a headache'	r=0.53	19yrs	106
The average number of likes on Tom Scott's YouTube videos	r=0.73	14yrs	106
Popularity of the 'loss' meme	r=0.63	16yrs	104
Renewable energy production in Belarus	r=0.72	30yrs	100
Milk-fat consumption	r=0.59	32yrs	99
T-Mobile Us' stock price (TMUS)	r=0.64	15yrs	97
Google searches for 'sushi near me'	r=0.66	19yrs	96
Average length of Tom Scott's YouTube videos	r=0.71	14yrs	92
Hydopower energy generated in Saint Vincent/Grenadines	r=0.67	35yrs	88
Fidelity National Information Services' stock price (FIS)	r=0.6	21yrs	87
Butter consumption	r=0.57	32yrs	86
Google searches for 'takeout near me'	r=0.66	18yrs	84
Total likes of Tom Scott's YouTube videos	r=0.71	14yrs	82
Take-Two Interactive Software's stock price (TTWO)	r=0.6	21yrs	77
Average length of Mark Rober YouTube videos	r=0.72	12yrs	72
Lockheed Martin's stock price (LMT)	r=0.57	21yrs	66
Total length of AsapSCIENCE YouTube videos	r=0.73	11yrs	62
Walmart's stock price (WMT)	r=0.54	21yrs	54
Average number of comments on Tom Scott's YouTube videos	r=0.69	14yrs	50
Solar power generated in India	r=0.73	27yrs	49
Medtronic's stock price (MDT)	r=0.58	21yrs	44
Solar power generated in Switzerland	r=0.69	32yrs	38
Total comments on Tom Scott's YouTube videos	r=0.68	14yrs	38
Fiserv's stock price (FI)	r=0.58	21yrs	34
Solar power generated in Brazil	r=0.72	25yrs	26
Total likes of Mark Rober YouTube videos	r=0.68	12yrs	26
Equinix's stock price (EQIX)	r=0.59	20yrs	24
Solar power generated in Senegal	r=0.74	22yrs	16
Average number of comments on 'Be Smart' science YouTube videos	r=0.69	10yrs	16
Charter Communications' stock price (CHTR)	r=0.64	13yrs	14
Biomass power generated in South Korea	r=0.71	27yrs	6
The average number of likes on LEMMiNO YouTube videos	r=0.68	11yrs	5
The Allstate Corporation's stock price (ALL)	r=0.58	21yrs	4
Solar power generated in Austria	r=0.69	29yrs	-5
Average length of minutephysics YouTube videos	r=0.67	12yrs	-6
Xcel Energy's stock price (XEL)	r=0.57	21yrs	-8
Fair Isaac's stock price (FICO)	r=0.57	21yrs	-18
Average number of comments on Mark Rober YouTube videos	r=0.65	12yrs	-18
Comcast's stock price (CMCSA)	r=0.56	21yrs	-29
Total length of Steve Mould's YouTube videos	r=0.62	14yrs	-31
American Electric Power Company's stock price (AEP)	r=0.56	21yrs	-39
Average number of comments on SmarterEveryDay YouTube videos	r=0.6	16yrs	-42
Visa Inc.'s stock price (V)	r=0.6	14yrs	-50

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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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