Top variables that correlate with Air pollution in San Francisco, California

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

Variable	Correlation	Years	Sys. Score
Viewership count for Days of Our Lives	r=0.58	42yrs	184
Kerosene used in Peru	r=0.61	42yrs	183
Kerosene used in China	r=0.6	42yrs	182
Kerosene used in Nicaragua	r=0.6	42yrs	182
Average number of milk cows in the United States	r=0.51	42yrs	172
Average length of minutephysics YouTube videos	r=0.76	11yrs	167
The average number of likes on LEMMiNO YouTube videos	r=0.76	10yrs	166
Average number of comments on 'Be Smart' science YouTube videos	r=0.76	9yrs	165
Popularity of the first name Martina	r=0.61	42yrs	163
Popularity of the first name Irene	r=0.58	42yrs	158
Popularity of the first name Janna	r=0.58	42yrs	158
University Lecturer salaries in the US	r=0.63	13yrs	151
Gasoline pumped in Bulgaria	r=0.59	42yrs	150
Average SAT score in writing	r=0.6	16yrs	146
The Bank of New York Mellon Corporation's stock price (BK)	r=0.58	20yrs	143
Assistant Processor salaries in the US	r=0.57	13yrs	142
Instructor salaries in the US	r=0.57	13yrs	142
Google searches for 'flights to Antarctica'	r=0.55	18yrs	142
AT&T Inc.'s stock price (T)	r=0.56	20yrs	140
Kerosene used in Romania	r=0.58	42yrs	138
Customer satisfaction with CVS	r=0.56	16yrs	138
Johnson Controls International's stock price (JCI)	r=0.53	20yrs	136
Popularity of the 'loss' meme	r=0.65	15yrs	136
Budget for largest movie production	r=-0.59	42yrs	135
Total comments on Tom Scott's YouTube videos	r=0.73	13yrs	134
Number of times 17 was a winning Mega Millions number	r=0.51	19yrs	134
The distance between Neptune and Earth	r=0.52	42yrs	132
The distance between Neptune and the moon	r=0.52	42yrs	132
Number of Miss World delegates	r=-0.58	42yrs	131
Number of times 22 was a winning Mega Millions number	r=0.48	20yrs	131
The distance between Neptune and the Sun	r=0.51	42yrs	131
Popularity of the 'its wednesday my dudes' meme	r=0.61	16yrs	131
Google searches for '3Blue1Brown'	r=0.65	15yrs	130
The number of surveying and mapping technicians in California	r=0.63	19yrs	130
Arson in California	r=0.46	37yrs	130
Popularity of the 'distracted boyfriend' meme	r=0.6	16yrs	130
Kerosene used in United States	r=0.58	42yrs	128
Highest Nielsen rating for a TV show each year	r=0.47	41yrs	128
Average milk produced per cow in the US	r=-0.52	42yrs	128
Number of times 23 was a winning Mega Millions number	r=0.47	19yrs	128
Ticket sales for San Francisco Giants games	r=-0.55	40yrs	128
Popularity of the first name Meredith	r=0.57	42yrs	127
Google searches for 'adopt a dog'	r=0.61	18yrs	127
The number of social workers in California	r=0.66	12yrs	127
Average number of comments on LEMMiNO YouTube videos	r=0.75	10yrs	124
Popularity of the first name Rena	r=0.57	42yrs	117
Total length of 3Blue1Brown YouTube videos	r=0.76	7yrs	113
Electricity generation in Saint Helena	r=-0.64	42yrs	108
Popularity of the first name Chandra	r=0.58	40yrs	106
Delta Airlines' stock price (DAL)	r=0.56	14yrs	106
The distance between Neptune and Mercury	r=0.51	42yrs	101
Popularity of the 'expanding brain' meme	r=0.6	16yrs	100
Fossil fuel use in Saint Helena	r=-0.64	42yrs	98
Average number of comments on Tom Scott's YouTube videos	r=0.69	13yrs	98
ST Microelectronics' stock price (STM)	r=0.5	20yrs	91
Electricity generation in Yemen	r=-0.64	42yrs	88
Popularity of the first name Iliana	r=-0.67	42yrs	88
Popularity of the 'is this a pigeon' meme	r=0.6	15yrs	88
Average length of Tom Scott's YouTube videos	r=0.66	13yrs	84
Truist Financial's stock price (TFC)	r=0.5	20yrs	81
Popularity of the 'fbi agent' meme	r=0.59	16yrs	78
Popularity of the first name Lilia	r=-0.64	42yrs	76
Liquefied petroleum gas used in Argentina	r=-0.62	42yrs	74
The average number of likes on 'Be Smart' science YouTube videos	r=0.68	9yrs	73
Popularity of the 'slaps roof of car' meme	r=0.59	16yrs	68
Popularity of the first name Vaughn	r=-0.64	42yrs	66
CME Group's stock price (CME)	r=0.47	19yrs	66
Gasoline pumped in Mexico	r=-0.63	42yrs	64
Total likes of Tom Scott's YouTube videos	r=0.65	13yrs	62
Popularity of the 'is this a butterfly' meme	r=0.58	16yrs	56
Intel's stock price (INTC)	r=0.46	20yrs	55
Popularity of the first name Colten	r=-0.63	42yrs	54
Total length of Steve Mould's YouTube videos	r=0.62	13yrs	48
Kerosene used in Brazil	r=0.56	42yrs	46
Popularity of the first name Paloma	r=-0.63	42yrs	44
The average number of likes on Tom Scott's YouTube videos	r=0.6	13yrs	35
Kerosene used in Bolivia	r=0.55	42yrs	34
Popularity of the first name Adam	r=0.56	42yrs	26
Total comments on The Game Theorists YouTube videos	r=0.6	13yrs	25
Petroluem consumption in Bulgaria	r=0.55	42yrs	24
Popularity of the first name Erin	r=0.56	42yrs	16
Kerosene used in Dominica	r=0.55	42yrs	14
Total likes of The Game Theorists YouTube videos	r=0.59	13yrs	14
Popularity of the first name Holly	r=0.56	42yrs	6
Kerosene used in Mexico	r=0.56	40yrs	4
Total length of PBS Space Time YouTube videos	r=0.69	7yrs	2
Popularity of the first name Joanna	r=0.56	42yrs	-4
Gasoline pumped in Nauru	r=0.55	42yrs	-6
Popularity of the first name Marc	r=0.56	42yrs	-14
Average number of comments on AsapSCIENCE YouTube videos	r=0.63	10yrs	-14
Hydopower energy generated in Denmark	r=0.52	42yrs	-18
Popularity of the first name Tamara	r=0.56	42yrs	-24
How nerdy 'Be Smart' science YouTube video titles are	r=0.83	9yrs	-24
Jet fuel used in Central African Republic	r=0.54	42yrs	-28
Popularity of the first name Renee	r=0.56	42yrs	-34
Average views of LEMMiNO YouTube videos	r=0.82	10yrs	-35
Petroluem consumption in Nauru	r=0.54	42yrs	-38
Popularity of the first name Eileen	r=0.56	42yrs	-44
How insightful 'Be Smart' science YouTube video titles are	r=0.82	9yrs	-46
Popularity of the first name Gordon	r=0.56	42yrs	-54
Average length of LEMMiNO YouTube videos	r=0.6	10yrs	-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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