Top variables that correlate with Air pollution in Clearlake, California

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

Variable	Correlation	Years	Sys. Score
Total comments on Tom Scott's YouTube videos	r=0.89	13yrs	328
Average number of comments on Tom Scott's YouTube videos	r=0.88	13yrs	327
The average number of likes on LEMMiNO YouTube videos	r=0.89	10yrs	306
How insightful 'Be Smart' science YouTube video titles are	r=0.93	9yrs	270
Average number of comments on LEMMiNO YouTube videos	r=0.87	10yrs	248
Average views of LEMMiNO YouTube videos	r=0.88	10yrs	214
Number of times 17 was a winning Mega Millions number	r=0.73	19yrs	182
The Bank of New York Mellon Corporation's stock price (BK)	r=0.71	20yrs	178
CME Group's stock price (CME)	r=0.7	19yrs	175
Martin Marietta Materials' stock price (MLM)	r=0.69	20yrs	174
How nerdy 'Be Smart' science YouTube video titles are	r=0.89	9yrs	170
Google searches for 'adopt a dog'	r=0.74	18yrs	162
Number of times 22 was a winning Mega Millions number	r=0.67	20yrs	160
The number of hazardous materials removal workers in California	r=0.73	19yrs	160
xkcd comics published about charts	r=0.75	15yrs	150
Average temperature in Berlin	r=0.83	6yrs	148
Average SAT score in writing	r=0.61	16yrs	148
Automotive recalls issued by Mercedes-Benz USA	r=0.57	20yrs	146
University Lecturer salaries in the US	r=0.6	13yrs	146
Season wins for the Los Angeles Rams	r=0.6	20yrs	146
Average SAT score in critical reading	r=0.57	20yrs	146
Automotive recalls issued by Volkswagen Group of America	r=0.56	20yrs	144
Average number of milk cows in the United States	r=0.56	20yrs	143
Customer satisfaction with AT&T	r=0.58	18yrs	142
Solar power generated in Ukraine	r=0.75	12yrs	142
Points scored by the Los Angeles Rams	r=0.56	20yrs	140
Google searches for 'where to buy toilet paper'	r=0.68	18yrs	138
Google searches for 'n95 mask'	r=0.69	17yrs	138
The number of criminal justice and law enforcement teachers in California	r=0.69	19yrs	138
Biomass power generated in Philippines	r=0.72	13yrs	138
Biomass power generated in Ukraine	r=0.72	13yrs	138
Popularity of the 'i am once again' meme	r=0.65	16yrs	137
US household spending on other household products	r=0.7	20yrs	136
Automotive recalls issued by BMW of North America	r=0.49	20yrs	134
Total likes of Tom Scott's YouTube videos	r=0.82	13yrs	133
The number of mobile heavy equipment mechanics in California	r=0.65	19yrs	132
Popularity of the 'this is fine' meme	r=0.62	16yrs	132
Popularity of the 'fbi agent' meme	r=0.62	16yrs	132
Automotive recalls issued by Hyundai Motor America	r=0.47	20yrs	131
Wins for the Los Angeles Dodgers	r=0.49	20yrs	131
Average SAT score in math	r=0.47	20yrs	131
Paypal's Number of Active Registered User Accounts	r=0.68	12yrs	130
Academy Award Best Actor Winner's Age	r=0.6	20yrs	130
Customer satisfaction with T-Mobile	r=0.5	17yrs	130
Patents granted to Texas Instruments	r=0.69	11yrs	130
Hot days in Los Angeles	r=0.77	6yrs	129
Intel's stock price (INTC)	r=0.67	20yrs	126
The average number of likes on Tom Scott's YouTube videos	r=0.81	13yrs	122
AT&T Inc.'s stock price (T)	r=0.67	20yrs	116
Google searches for 'elon musk'	r=0.72	12yrs	108
Vulcan Materials Company's stock price (VMC)	r=0.67	20yrs	106
Solar power generated in Malta	r=0.7	13yrs	106
The number of interior designers in California	r=0.63	19yrs	100
JPMorgan Chase & Co.'s stock price (JPM)	r=0.66	20yrs	95
Google searches for 'President phone number'	r=0.51	18yrs	95
Biomass power generated in Laos	r=0.72	9yrs	94
Average length of 3Blue1Brown YouTube videos	r=0.85	7yrs	86
Merck & Co.'s stock price (MRK)	r=0.66	20yrs	85
Google searches for 'how to move to europe'	r=0.49	18yrs	85
Solar power generated in Lebanon	r=0.69	12yrs	83
Prologis' stock price (PLD)	r=0.66	20yrs	75
Google searches for 'adopt a cat'	r=0.66	18yrs	74
Average length of minutephysics YouTube videos	r=0.79	11yrs	72
Geothermal power generated in France	r=0.69	11yrs	72
Lockheed Martin's stock price (LMT)	r=0.64	20yrs	65
Google searches for '3Blue1Brown'	r=0.67	15yrs	63
Total length of Steve Mould's YouTube videos	r=0.78	13yrs	62
Electricity generation in Guinea	r=0.63	20yrs	62
The PNC Financial Services Group's stock price (PNC)	r=0.66	20yrs	55
Google searches for 'i have a headache'	r=0.51	18yrs	52
Biomass power generated in Lebanon	r=0.7	10yrs	52
Total length of PBS Space Time YouTube videos	r=0.81	7yrs	50
American Electric Power Company's stock price (AEP)	r=0.66	20yrs	45
Solar power generated in Tanzania	r=0.68	12yrs	42
Google searches for 'no cap'	r=0.63	18yrs	40
Average length of LEMMiNO YouTube videos	r=0.78	10yrs	39
Public Service Enterprise Group's stock price (PEG)	r=0.65	20yrs	34
Solar power generated in Uruguay	r=0.7	10yrs	32
Google searches for 'takeout near me'	r=0.63	17yrs	29
Average length of Tom Scott's YouTube videos	r=0.75	13yrs	28
American Water Works Company's stock price (AWK)	r=0.7	13yrs	24
Solar power generated in Yemen	r=0.68	12yrs	22
Average length of MinuteEarth YouTube videos	r=0.77	9yrs	16
State Street's stock price (STT)	r=0.65	20yrs	14
Biomass power generated in Morocco	r=0.69	10yrs	11
Total length of 3Blue1Brown YouTube videos	r=0.78	7yrs	6
Visa Inc.'s stock price (V)	r=0.69	13yrs	2
Renewable energy production in Barbados	r=0.67	12yrs	0
Total comments on Mark Rober YouTube videos	r=0.74	11yrs	-6
The Charles Schwab Corporation's stock price (SCHW)	r=0.64	20yrs	-8
Solar power generated in Barbados	r=0.67	12yrs	-10
Northrop Grumman's stock price (NOC)	r=0.64	20yrs	-18
Total length of Mark Rober YouTube videos	r=0.71	11yrs	-20
Solar power generated in Burkina Faso	r=0.67	12yrs	-20
Sysco's stock price (SYY)	r=0.64	20yrs	-28
Total length of MinuteEarth YouTube videos	r=0.73	9yrs	-30
Wind power generated in Dominican Republic	r=0.66	13yrs	-30
The Allstate Corporation's stock price (ALL)	r=0.64	20yrs	-38
Solar power generated in Namibia	r=0.67	12yrs	-40
Hydopower energy generated in Guinea	r=0.61	20yrs	-51
Wind power generated in Luxembourg	r=0.61	20yrs	-61

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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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