Top variables that correlate with Air pollution in Santa Rosa, California

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

Variable	Correlation	Years	Sys. Score
Applied Materials' stock price (AMAT)	r=0.85	19yrs	352
Average number of comments on 'Be Smart' science YouTube videos	r=0.85	8yrs	282
NVIDIA's stock price (NVDA)	r=0.85	19yrs	250
How nerdy 'Be Smart' science YouTube video titles are	r=0.9	8yrs	250
How 'hip and with it' LEMMiNO YouTube video titles are	r=0.88	9yrs	248
NVR, Inc.'s stock price (NVR)	r=0.82	19yrs	212
Average SAT score in critical reading	r=0.7	31yrs	212
Popularity of the 'floss dance' meme	r=0.84	15yrs	200
Popularity of the 'is this a butterfly' meme	r=0.84	15yrs	200
Liquefied petroleum gas used in Namibia	r=0.69	31yrs	184
NetEase's stock price (NTES)	r=0.81	19yrs	180
Automotive recalls issued by Volkswagen Group of America	r=0.56	41yrs	180
Popularity of the 'loss' meme	r=0.85	14yrs	180
Automotive recalls issued by Mercedes-Benz USA	r=0.54	41yrs	178
Liquefied petroleum gas used in Chad	r=0.62	34yrs	176
Microchip Technology's stock price (MCHP)	r=0.8	19yrs	170
Average SAT score in writing	r=0.75	15yrs	168
Season wins for the Los Angeles Rams	r=0.5	41yrs	167
Google searches for 'who is elon musk'	r=0.77	16yrs	164
Number of times 23 was a winning Mega Millions number	r=0.7	18yrs	162
Solar power generated in Nicaragua	r=0.72	21yrs	162
The PNC Financial Services Group's stock price (PNC)	r=0.79	19yrs	158
Google searches for 'flights to Antarctica'	r=0.65	17yrs	156
Google searches for 'elon musk'	r=0.81	11yrs	150
United Rentals' stock price (URI)	r=0.79	19yrs	148
Popularity of the 'is this a pigeon' meme	r=0.84	14yrs	148
Number of times 17 was a winning Mega Millions number	r=0.61	18yrs	148
The average number of likes on 'Be Smart' science YouTube videos	r=0.84	8yrs	146
Average SAT score in math	r=0.5	31yrs	146
Hot days in Berlin	r=0.76	13yrs	144
Number of times 22 was a winning Mega Millions number	r=0.56	19yrs	142
Powerball lottery numbers	r=0.61	11yrs	142
xkcd comics published about time	r=0.71	14yrs	142
Number of edits to the Wikipedia article for George Washington	r=0.54	20yrs	142
GMO use in cotton in California	r=0.7	21yrs	140
Customer satisfaction with American Airlines	r=0.5	27yrs	140
Annual US household spending on fish and seafood	r=0.72	21yrs	140
The number of statisticians in California	r=0.69	18yrs	139
The number of medical equipment repairers in California	r=0.7	18yrs	139
Popularity of the 'fbi agent' meme	r=0.83	15yrs	138
xkcd comics published about maps	r=0.69	13yrs	138
Lam Research's stock price (LRCX)	r=0.78	19yrs	137
Average length of minutephysics YouTube videos	r=0.81	10yrs	134
Renewable energy production in Cook Islands	r=0.65	29yrs	129
Popularity of the 'its wednesday my dudes' meme	r=0.83	15yrs	128
Illinois Tool Works' stock price (ITW)	r=0.79	19yrs	127
Average number of comments on AsapSCIENCE YouTube videos	r=0.8	9yrs	121
Solar power generated in Cook Islands	r=0.65	29yrs	119
Take-Two Interactive Software's stock price (TTWO)	r=0.78	19yrs	117
Popularity of the 'change my mind' meme	r=0.82	15yrs	116
Google searches for 'i have the flu'	r=0.57	17yrs	110
Solar power generated in Senegal	r=0.69	21yrs	107
Marriott International's stock price (MAR)	r=0.77	19yrs	106
Popularity of the 'slaps roof of car' meme	r=0.8	15yrs	104
The average number of likes on LEMMiNO YouTube videos	r=0.75	9yrs	104
Google searches for 'who is alexa'	r=0.71	14yrs	98
Solar power generated in Peru	r=0.68	21yrs	96
Popularity of the 'hard pills to swallow' meme	r=0.78	15yrs	90
Total comments on AsapSCIENCE YouTube videos	r=0.73	9yrs	90
Google searches for 'roblox'	r=0.72	13yrs	88
Solar power generated in China	r=0.6	31yrs	84
Popularity of the 'weird flex but ok' meme	r=0.76	15yrs	78
Average length of Tom Scott's YouTube videos	r=0.69	12yrs	78
Google searches for 'how to move to europe'	r=0.52	17yrs	78
Texas Instruments' stock price (TXN)	r=0.77	19yrs	76
Wind power generated in Jordan	r=0.6	31yrs	74
Northrop Grumman's stock price (NOC)	r=0.77	19yrs	66
Total likes of Tom Scott's YouTube videos	r=0.68	12yrs	66
Fossil fuel use in Burundi	r=0.52	41yrs	62
ON Semiconductor's stock price (ON)	r=0.79	17yrs	56
Total comments on The Game Theorists YouTube videos	r=0.68	12yrs	56
Solar power generated in United States	r=0.55	37yrs	52
Popularity of the 'distracted boyfriend' meme	r=0.75	15yrs	51
Lockheed Martin's stock price (LMT)	r=0.74	19yrs	44
Total comments on Tom Scott's YouTube videos	r=0.66	12yrs	43
Total solar power generated globally	r=0.53	38yrs	40
Popularity of the 'press f to pay respects' meme	r=0.72	15yrs	36
Constellation Brands' stock price (STZ)	r=0.76	19yrs	34
The average number of likes on Tom Scott's YouTube videos	r=0.65	12yrs	32
Geothermal power generated in Turkiye	r=0.53	37yrs	29
The Allstate Corporation's stock price (ALL)	r=0.76	19yrs	24
Popularity of the 'expanding brain' meme	r=0.7	15yrs	24
Total comments on Mark Rober YouTube videos	r=0.67	10yrs	22
Biomass power generated in Japan	r=0.51	39yrs	18
Align Technology's stock price (ALGN)	r=0.76	19yrs	14
Average number of comments on LEMMiNO YouTube videos	r=0.67	9yrs	12
Popularity of the 'we live in a society' meme	r=0.68	15yrs	10
Renewable energy production in South Africa	r=0.5	41yrs	8
JPMorgan Chase & Co.'s stock price (JPM)	r=0.75	19yrs	2
Total length of Technology Connections YouTube videos	r=0.76	6yrs	2
Kerosene used in Germany, East	r=0.82	11yrs	-2
Popularity of the 'this is fine' meme	r=0.66	15yrs	-2
The Charles Schwab Corporation's stock price (SCHW)	r=0.75	19yrs	-8
Total likes of The Game Theorists YouTube videos	r=0.65	12yrs	-8
Liquefied petroleum gas used in Uganda	r=0.58	32yrs	-12
Average number of comments on Tom Scott's YouTube videos	r=0.62	12yrs	-23
Wind power generated in Namibia	r=0.74	15yrs	-26
Solar power generated in Nepal	r=0.75	14yrs	-36
Total length of Steve Mould's YouTube videos	r=0.6	12yrs	-36
Total comments on Simone Giertz's YouTube videos	r=0.68	7yrs	-49
Wind power generated in Jamaica	r=0.7	17yrs	-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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