Top variables that correlate with Air pollution in Napa, California

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

Variable	Correlation	Years	Sys. Score
How nerdy 'Be Smart' science YouTube video titles are	r=0.9	8yrs	280
How insightful 'Be Smart' science YouTube video titles are	r=0.87	8yrs	246
Vulcan Materials Company's stock price (VMC)	r=0.82	19yrs	213
Martin Marietta Materials' stock price (MLM)	r=0.82	19yrs	213
NVIDIA's stock price (NVDA)	r=0.78	19yrs	210
Average SAT score in critical reading	r=0.67	31yrs	207
Automotive recalls issued by Mercedes-Benz USA	r=0.53	41yrs	176
Automotive recalls issued by Volkswagen Group of America	r=0.51	41yrs	173
Average length of LEMMiNO YouTube videos	r=0.79	9yrs	170
Average SAT score in writing	r=0.76	15yrs	170
The number of hazardous materials removal workers in California	r=0.78	18yrs	166
Wind power generated in Luxembourg	r=0.68	24yrs	158
Wind power generated in Jordan	r=0.6	31yrs	154
Applied Materials' stock price (AMAT)	r=0.75	19yrs	152
Number of times 22 was a winning Mega Millions number	r=0.61	19yrs	150
University Lecturer salaries in the US	r=0.63	12yrs	150
Google searches for 'elon musk'	r=0.81	11yrs	150
Renewable energy production in Belarus	r=0.59	29yrs	150
Season wins for the Los Angeles Rams	r=0.48	41yrs	149
Automotive recalls issued by Keystone RV Company	r=0.56	23yrs	148
Number of times 17 was a winning Mega Millions number	r=0.58	18yrs	144
Customer satisfaction with American Airlines	r=0.53	27yrs	144
Powerball lottery numbers	r=0.62	11yrs	143
Annual US household spending on fish and seafood	r=0.74	21yrs	143
Prologis' stock price (PLD)	r=0.75	19yrs	142
Votes for Democratic Senators in California	r=0.77	9yrs	142
The average number of likes on 'Be Smart' science YouTube videos	r=0.8	8yrs	140
Customer satisfaction with AT&T	r=0.57	17yrs	140
Popularity of the 'mocking spongebob' meme	r=0.68	15yrs	140
Popularity of the 'expanding brain' meme	r=0.67	15yrs	139
Google searches for 'flights to Antarctica'	r=0.53	17yrs	138
Google searches for 'who is elon musk'	r=0.69	16yrs	137
Annual US household spending on housekeeping supplies	r=0.7	21yrs	137
US household spending on other household products	r=0.7	21yrs	137
Popularity of the 'distracted boyfriend' meme	r=0.65	15yrs	136
Age of Miss Earth Peagant winner	r=0.62	20yrs	134
Customer satisfaction with CVS	r=0.54	16yrs	134
Annual US household spending on other household products	r=0.68	21yrs	134
Votes for Democratic Senators in California	r=0.72	9yrs	134
The number of medical equipment repairers in California	r=0.66	18yrs	133
The number of nurse anesthetists in California	r=0.72	9yrs	133
US Sales of Artificial Christmas Trees	r=0.67	15yrs	132
Customer satisfaction with T-Mobile	r=0.52	16yrs	132
Patents granted to Toyota	r=0.7	10yrs	131
Global iPod Sales	r=0.69	9yrs	130
Paypal's Number of Active Registered User Accounts	r=0.68	11yrs	129
Lam Research's stock price (LRCX)	r=0.71	19yrs	126
The average number of likes on Tom Scott's YouTube videos	r=0.74	12yrs	125
Solar power generated in China	r=0.57	31yrs	119
The PNC Financial Services Group's stock price (PNC)	r=0.71	19yrs	116
Average length of Computerphile YouTube videos	r=0.74	8yrs	111
Solar power generated in South Korea	r=0.56	31yrs	108
JPMorgan Chase & Co.'s stock price (JPM)	r=0.7	19yrs	105
Google searches for 'takeout near me'	r=0.66	16yrs	102
Average number of comments on Tom Scott's YouTube videos	r=0.71	12yrs	100
The number of nurse practitioners in California	r=0.7	9yrs	100
Biomass power generated in Lebanon	r=0.8	9yrs	96
The Goldman Sachs Group's stock price (GS)	r=0.7	19yrs	95
Google searches for 'roblox'	r=0.67	13yrs	91
Total likes of Tom Scott's YouTube videos	r=0.71	12yrs	90
The number of social workers in California	r=0.68	11yrs	89
Biomass power generated in Morocco	r=0.8	9yrs	86
Microchip Technology's stock price (MCHP)	r=0.69	19yrs	84
The average number of likes on LEMMiNO YouTube videos	r=0.73	9yrs	80
Google searches for 'adopt a dog'	r=0.64	17yrs	80
Liquefied petroleum gas used in Kazakhstan	r=0.58	29yrs	76
Total comments on Tom Scott's YouTube videos	r=0.7	12yrs	69
Google searches for 'avocado toast'	r=0.65	13yrs	68
T-Mobile Us' stock price (TMUS)	r=0.76	13yrs	63
Solar power generated in American Samoa	r=0.77	9yrs	62
Average length of minutephysics YouTube videos	r=0.71	10yrs	58
Google searches for '3Blue1Brown'	r=0.64	14yrs	58
Charter Communications' stock price (CHTR)	r=0.78	11yrs	52
Solar power generated in Nepal	r=0.73	14yrs	51
Total comments on Mark Rober YouTube videos	r=0.71	10yrs	48
Geothermal power generated in France	r=0.75	10yrs	40
AT&T Inc.'s stock price (T)	r=0.69	19yrs	38
Total length of Mark Rober YouTube videos	r=0.7	10yrs	37
Biomass power generated in Philippines	r=0.73	12yrs	29
Lockheed Martin's stock price (LMT)	r=0.67	19yrs	28
Total length of Steve Mould's YouTube videos	r=0.68	12yrs	26
ON Semiconductor's stock price (ON)	r=0.7	17yrs	18
Wind power generated in Somalia	r=0.74	9yrs	18
Average length of Tom Scott's YouTube videos	r=0.67	12yrs	14
Electronic Arts' stock price (EA)	r=0.69	19yrs	8
Renewable energy production in Barbados	r=0.71	11yrs	5
Average length of Mark Rober YouTube videos	r=0.68	10yrs	4
The Allstate Corporation's stock price (ALL)	r=0.69	19yrs	-2
Solar power generated in Barbados	r=0.71	11yrs	-5
Average number of comments on LEMMiNO YouTube videos	r=0.67	9yrs	-8
The Charles Schwab Corporation's stock price (SCHW)	r=0.68	19yrs	-13
Solar power generated in Pakistan	r=0.71	11yrs	-15
Total likes of The Game Theorists YouTube videos	r=0.65	12yrs	-18
CRH plc's stock price (CRH)	r=0.68	19yrs	-23
Solar power generated in Haiti	r=0.72	9yrs	-26
Total length of 3Blue1Brown YouTube videos	r=0.76	6yrs	-28
Sysco's stock price (SYY)	r=0.68	19yrs	-33
Solar power generated in Uruguay	r=0.72	9yrs	-36
Total likes of Mark Rober YouTube videos	r=0.66	10yrs	-39
Solar power generated in Senegal	r=0.63	21yrs	-47
Biomass power generated in Laos	r=0.71	8yrs	-58

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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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