Top variables that correlate with Air pollution in Ukiah, California

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Data source: Environmental Protection Agency
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Air pollution in Ukiah, California correlates with...

Variable	Correlation	Years	Sys. Score
Average views of LEMMiNO YouTube videos	r=0.87	11yrs	264
Rain in Toronto	r=0.88	7yrs	262
Renewable energy production in Cook Islands	r=0.74	30yrs	224
Solar power generated in Cook Islands	r=0.74	30yrs	224
Wind power generated in Jordan	r=0.72	32yrs	222
Automotive recalls issued by Mercedes-Benz USA	r=0.66	36yrs	210
Average SAT score in critical reading	r=0.67	33yrs	209
Season wins for the Los Angeles Rams	r=0.64	36yrs	203
How nerdy 'Be Smart' science YouTube video titles are	r=0.86	10yrs	196
Total comments on Tom Scott's YouTube videos	r=0.82	14yrs	194
Solar power generated in Switzerland	r=0.71	32yrs	191
Average number of comments on Tom Scott's YouTube videos	r=0.79	14yrs	190
Number of websites on the internet	r=0.67	28yrs	184
Liquefied petroleum gas used in Namibia	r=0.73	32yrs	181
Lockheed Martin's stock price (LMT)	r=0.7	21yrs	180
Automotive recalls issued by Volkswagen Group of America	r=0.58	36yrs	178
Boeing's stock price (BA)	r=0.7	21yrs	178
Royal Caribbean Cruises' stock price (RCL)	r=0.71	21yrs	178
Average SAT score in math	r=0.56	33yrs	172
Automotive recalls issued by BMW of North America	r=0.53	36yrs	171
Points scored by the Los Angeles Rams	r=0.55	36yrs	170
Renewable energy production in Belarus	r=0.72	30yrs	170
Google searches for 'adopt a dog'	r=0.77	19yrs	167
The number of Breweries in the United States	r=0.63	33yrs	166
NCAA Men's Skiing champion's points	r=-0.69	36yrs	166
Popularity of the 'fbi agent' meme	r=0.74	17yrs	166
Popularity of the 'its wednesday my dudes' meme	r=0.73	17yrs	165
Popularity of the first name Jolene	r=0.63	36yrs	160
Fossil fuel use in Burundi	r=0.68	35yrs	160
Median US Household Income	r=0.63	32yrs	158
Google searches for 'no cap'	r=0.7	19yrs	156
Google searches for 'where to buy toilet paper'	r=0.7	19yrs	156
Average SAT score in writing	r=0.65	17yrs	155
The number of statisticians in California	r=0.68	20yrs	154
Gender pay gap in the U.S.	r=0.57	32yrs	152
Number of times 17 was a winning Mega Millions number	r=0.61	20yrs	150
Automotive recalls for issues with the Air Bags	r=0.54	33yrs	150
Automotive recalls issued by Keystone RV Company	r=0.56	25yrs	150
University Lecturer salaries in the US	r=0.62	13yrs	150
Solar power generated in China	r=0.7	32yrs	150
The average number of likes on LEMMiNO YouTube videos	r=0.83	11yrs	148
Los Angeles Dodgers' Win/Loss Percentage in National League West Division	r=0.54	36yrs	148
Automotive recalls for issues with the Electrical System	r=0.51	36yrs	148
Customer satisfaction with American Airlines	r=0.55	28yrs	148
Popularity of the 'change my mind' meme	r=0.72	17yrs	148
Intel's stock price (INTC)	r=0.7	21yrs	147
Number of times 22 was a winning Mega Millions number	r=0.58	21yrs	147
Wins for the Los Angeles Dodgers	r=0.48	36yrs	146
Customer satisfaction with AT&T	r=0.6	18yrs	146
American cheese consumption	r=0.63	32yrs	145
American-type cheese consumption	r=0.65	27yrs	143
Cheddar cheese consumption	r=0.64	27yrs	142
Renewable energy production in South Africa	r=0.68	35yrs	140
Average number of comments on LEMMiNO YouTube videos	r=0.83	11yrs	138
Consolidated Edison's stock price (ED)	r=0.68	21yrs	134
Liquefied petroleum gas used in Uganda	r=0.71	33yrs	129
Marriott International's stock price (MAR)	r=0.67	21yrs	122
Google searches for 'flights to Antarctica'	r=0.58	19yrs	118
Geothermal power generated in Turkiye	r=0.67	35yrs	118
Popularity of the 'press f to pay respects' meme	r=0.69	17yrs	114
Average length of minutephysics YouTube videos	r=0.79	12yrs	112
Google searches for 'President phone number'	r=0.58	19yrs	106
Liquefied petroleum gas used in Chad	r=0.68	35yrs	106
Popularity of the 'distracted boyfriend' meme	r=0.69	17yrs	104
Average number of comments on 'Be Smart' science YouTube videos	r=0.77	10yrs	98
American Electric Power Company's stock price (AEP)	r=0.67	21yrs	98
Popularity of the 'loss' meme	r=0.7	16yrs	94
Google searches for 'i have the flu'	r=0.57	19yrs	92
Total likes of Tom Scott's YouTube videos	r=0.74	14yrs	87
Northrop Grumman's stock price (NOC)	r=0.66	21yrs	86
Average length of Tom Scott's YouTube videos	r=0.73	14yrs	76
U.S. Bancorp's stock price (USB)	r=0.66	21yrs	76
Wind power generated in Luxembourg	r=0.74	25yrs	68
Sysco's stock price (SYY)	r=0.66	21yrs	66
The average number of likes on Tom Scott's YouTube videos	r=0.69	14yrs	60
Solar power generated in United States	r=0.67	35yrs	58
Fidelity National Information Services' stock price (FIS)	r=0.66	21yrs	56
The average number of likes on 'Be Smart' science YouTube videos	r=0.72	10yrs	50
Total solar power generated globally	r=0.66	35yrs	46
The Allstate Corporation's stock price (ALL)	r=0.66	21yrs	46
Electricity generation in Cambodia	r=0.66	35yrs	36
M&T Bank's stock price (MTB)	r=0.66	21yrs	36
Total comments on Mark Rober YouTube videos	r=0.68	12yrs	36
Wind power generated in China	r=0.68	32yrs	26
RTX Corp's stock price (RTX)	r=0.64	21yrs	23
Total likes of SmarterEveryDay YouTube videos	r=0.63	16yrs	22
Electricity generation in Guinea	r=0.66	35yrs	16
Becton, Dickinson and Company's stock price (BDX)	r=0.64	21yrs	13
The average number of likes on SmarterEveryDay YouTube videos	r=0.61	16yrs	10
Solar power generated in India	r=0.71	27yrs	6
General Dynamics' stock price (GD)	r=0.64	21yrs	3
Total length of Steve Mould's YouTube videos	r=0.63	14yrs	0
Electricity generation in Laos	r=0.66	35yrs	-4
3M Company's stock price (MMM)	r=0.64	21yrs	-7
Average length of MinuteEarth YouTube videos	r=0.65	10yrs	-10
Valero Energy's stock price (VLO)	r=0.64	21yrs	-17
Total likes of The Game Theorists YouTube videos	r=0.62	14yrs	-21
Global Payments' stock price (GPN)	r=0.64	21yrs	-27
Average number of comments on AsapSCIENCE YouTube videos	r=0.64	11yrs	-31
JPMorgan Chase & Co.'s stock price (JPM)	r=0.63	21yrs	-38
Average number of comments on SmarterEveryDay YouTube videos	r=0.59	16yrs	-44

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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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