Top variables that correlate with Air pollution in Vallejo, California

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

Variable	Correlation	Years	Has img?
Jet fuel used in Saint Vincent/Grenadines	r=0.83	24yrs	Yes!
The number of postal service clerks in California	r=0.78	19yrs	Yes!

Air pollution in Vallejo, California also correlates with...

Variable	Correlation	Years	Sys. Score
US Motorcycle Manufacturing Industry Revenue	r=0.86	12yrs	274
ING Groep's stock price (ING)	r=0.79	20yrs	210
Lloyds Banking Group's stock price (LYG)	r=0.76	20yrs	205
AIG's stock price (AIG)	r=0.75	20yrs	184
Popularity of the first name Shaniah	r=0.68	32yrs	164
The number of construction laborers in California	r=0.76	19yrs	164
US household spending on housekeeping supplies	r=0.74	22yrs	164
Average number of comments on AsapSCIENCE YouTube videos	r=0.75	10yrs	164
Popularity of the first name Daijah	r=0.66	32yrs	160
The number of surveyors in California	r=0.72	19yrs	158
Weyerhaeuser Company's stock price (WY)	r=0.75	20yrs	154
Kerosene used in Ghana	r=0.55	42yrs	154
Number of edits to the Wikipedia article for Arnold Schwarzenegger	r=0.6	21yrs	152
NBA Season MVP's Age	r=0.59	31yrs	150
Number of edits to the Wikipedia article for Britney Spears	r=0.56	21yrs	146
Total length of 3Blue1Brown YouTube videos	r=0.7	7yrs	144
Asthma attacks in American children	r=0.53	23yrs	143
Citigroup's stock price (C)	r=0.74	20yrs	142
China's Rare Earth Element Export Volume	r=0.79	11yrs	142
Google searches for 'how to immigrate to norway'	r=0.55	18yrs	142
Number of edits to the Wikipedia article for Thomas Edison	r=0.54	21yrs	142
Google searches for 'Tamagotchi'	r=0.71	14yrs	138
Asthma attacks in American children	r=0.49	23yrs	137
Google searches for 'learn spanish'	r=0.67	18yrs	136
Popularity of the first name Dajah	r=0.63	32yrs	136
Number of edits to the Wikipedia article for Benjamin Franklin	r=0.49	21yrs	135
Asthma prevalence in American children	r=0.51	17yrs	134
Total comments on AsapSCIENCE YouTube videos	r=0.61	10yrs	134
The Hartford Financial Services Group's stock price (HIG)	r=0.74	20yrs	132
Number of Automotive Franchise Establishments in the US	r=0.74	8yrs	132
Geothermal power generated in Austria	r=0.65	17yrs	132
Number of edits to the Wikipedia article for Nikola Tesla	r=0.47	21yrs	132
Tickets Sold for the Top Movie of the Year	r=0.66	19yrs	131
Popularity of the 'all your base' meme	r=0.61	16yrs	131
Number of times 21 was a winning Mega Millions number	r=0.47	20yrs	130
Number of edits to the Wikipedia article for Alexander Hamilton	r=0.46	20yrs	130
Number of edits to the Wikipedia article for Charles III	r=0.46	20yrs	130
Number of edits to the Wikipedia article for Zeus	r=0.45	21yrs	129
Physical album shipment volume in the United States	r=0.59	23yrs	128
US milk fat used to produce fluid beverage milk	r=0.6	22yrs	128
xkcd comics published about sarcasm	r=0.61	15yrs	128
The number of insurance underwriters in California	r=0.71	19yrs	126
Annual book sales in the US	r=0.67	11yrs	126
Customer satisfaction with Dillard's	r=-0.66	27yrs	126
xkcd comics published about the internet	r=0.59	15yrs	126
Number of Grand Slam Finals played by Roger Federer	r=0.63	13yrs	125
Bank of America's stock price (BAC)	r=0.73	20yrs	120
The number of brokerage clerks in California	r=0.7	19yrs	115
HSBC Holdings' stock price (HSBC)	r=0.73	20yrs	110
The number of fiberglass laminators and fabricators in California	r=0.7	19yrs	105
Popularity of the first name Cordell	r=0.55	42yrs	104
Google searches for 'housing prices'	r=0.67	14yrs	102
Total length of PBS Space Time YouTube videos	r=0.61	7yrs	100
Fossil fuel use in Slovakia	r=0.55	29yrs	99
UBS Group AG's stock price (UBS)	r=0.71	20yrs	98
Google searches for 't-rex'	r=0.64	18yrs	92
Popularity of the first name Shania	r=0.54	42yrs	92
Barclays' stock price (BCS)	r=0.71	20yrs	88
Fossil fuel use in Hungary	r=0.46	42yrs	88
Average length of 3Blue1Brown YouTube videos	r=0.58	7yrs	86
Google searches for 'Nintendo'	r=0.66	14yrs	80
Popularity of the first name Nautica	r=0.6	30yrs	80
Kerosene used in Tonga	r=0.48	42yrs	78
The number of agricultural sciences teachers in California	r=0.68	19yrs	77
Sumitomo Mitsui Financial Group's stock price (SMFG)	r=0.72	18yrs	76
The number of groundskeepers in California	r=0.68	19yrs	67
Popularity of the first name Malique	r=0.56	33yrs	67
Petroluem consumption in Croatia	r=0.55	30yrs	67
Google searches for 'Stand-Up Maths'	r=0.62	15yrs	66
Nokia Oyj's stock price (NOK)	r=0.68	20yrs	63
The number of embalmers in California	r=0.68	19yrs	57
Kerosene used in Seychelles	r=0.47	42yrs	57
Popularity of the first name Quentin	r=0.5	42yrs	56
The number of postal service mail carriers in California	r=0.68	19yrs	47
Jet fuel used in Sierra Leone	r=0.47	42yrs	47
Popularity of the first name Tatyana	r=0.5	42yrs	46
The number of brickmasons in California	r=0.68	19yrs	37
Popularity of the first name Odalis	r=0.5	42yrs	36
Geothermal power generated in Thailand	r=0.51	32yrs	36
BP's stock price (BP)	r=0.64	20yrs	35
The number of city bus drivers in California	r=0.67	19yrs	27
Popularity of the first name Dejah	r=0.5	42yrs	26
Orange's stock price (ORAN)	r=0.66	20yrs	25
The number of office clerks in California	r=0.67	19yrs	16
Popularity of the first name Josef	r=0.5	42yrs	16
Deutsche Bank Aktiengesellschaft's stock price (DB)	r=0.66	20yrs	15
Popularity of the first name Gillian	r=0.49	42yrs	5
The number of floral designers in California	r=0.66	19yrs	4
NatWest Group's stock price (NWG)	r=0.67	14yrs	0
The number of tapers in California	r=0.66	19yrs	-6
General Electric's stock price (GE)	r=0.6	20yrs	-11
The number of cabinetmakers in California	r=0.65	19yrs	-18
Manulife Financial's stock price (MFC)	r=0.6	20yrs	-24
The number of pipelayers in California	r=0.64	19yrs	-29
Banco Bilbao Vizcaya Argentaria's stock price (BBVA)	r=0.59	20yrs	-36
The number of furniture finishers in California	r=0.64	19yrs	-39
The number of postal service machine operators in California	r=0.63	19yrs	-50
Banco Santander's stock price (SAN)	r=0.54	20yrs	-53
The number of loan interviewers and clerks in California	r=0.61	19yrs	-64

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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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