Top variables that correlate with Air quality in Vallejo, California

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

Variable	Correlation	Years	Sys. Score
Total likes of MrBeast's YouTube videos	r=0.88	12yrs	306
Total likes of Mark Rober YouTube videos	r=0.85	13yrs	302
Total likes of Extra History YouTube videos	r=0.85	12yrs	302
Gasoline pumped in Nauru	r=0.7	42yrs	226
Jet fuel used in Zimbabwe	r=0.69	42yrs	225
Kerosene used in Chile	r=0.66	43yrs	222
Popularity of the first name Clay	r=0.65	43yrs	200
Popularity of the first name Malika	r=0.63	43yrs	197
Popularity of the first name Margaret	r=0.62	43yrs	196
Google searches for 'i am tired'	r=0.79	20yrs	194
Ticket sales for Los Angeles Angels games	r=-0.72	40yrs	194
Google searches for 'how to move to europe'	r=0.75	20yrs	191
Petroluem consumption in Nauru	r=0.66	42yrs	190
Automotive recalls for issues with the Engine And Engine Cooling	r=-0.66	43yrs	190
Google searches for 'do i need to go to the doctor'	r=0.78	20yrs	190
Customer satisfaction with Sprint	r=0.76	17yrs	184
Customer satisfaction with Walmart	r=0.67	27yrs	180
Jet fuel used in Central African Republic	r=0.63	42yrs	176
Points scored by the San Francisco 49ers	r=0.54	44yrs	176
Chunghwa Telecom Co.'s stock price (CHT)	r=0.69	20yrs	174
Customer satisfaction with gas stations	r=0.62	27yrs	172
Customer satisfaction with Frontier Communications	r=0.61	28yrs	172
Popularity of the 'red pill blue pill' meme	r=0.72	18yrs	164
Google searches for 'what is the FDIC'	r=0.77	20yrs	158
Waste Connections' stock price (WCN)	r=0.69	18yrs	158
Viewership count for Days of Our Lives	r=0.52	42yrs	156
Alnylam Pharmaceuticals' stock price (ALNY)	r=0.67	19yrs	156
Violent crime rates	r=0.49	38yrs	155
Number of edits to the Wikipedia article for McGill University	r=-0.76	23yrs	154
Divorce rates in the United Kingdom	r=0.56	33yrs	150
Google searches for 'cold shower'	r=0.76	20yrs	146
Customer satisfaction with Motorola	r=0.6	18yrs	146
Customer satisfaction with Macy's	r=0.61	16yrs	145
Customer satisfaction with Verizon	r=0.53	28yrs	145
Total likes of Steve Mould's YouTube videos	r=0.76	15yrs	141
Kerosene used in China	r=0.62	42yrs	134
Popularity of the first name Myesha	r=0.63	39yrs	133
Average length of LEMMiNO YouTube videos	r=0.78	12yrs	131
Google searches for 'i have a headache'	r=0.7	20yrs	128
Popularity of the first name Maranda	r=0.6	42yrs	122
Gasoline pumped in Belgium	r=0.59	43yrs	121
Ulta Beauty's stock price (ULTA)	r=0.66	16yrs	121
Average length of Numberphile YouTube videos	r=0.76	13yrs	119
Google searches for 'i cant even'	r=0.69	20yrs	116
Popularity of the first name Keira	r=-0.79	43yrs	112
Jet fuel used in Nauru	r=0.59	42yrs	110
Ameriprise Financial's stock price (AMP)	r=0.64	18yrs	110
The average number of likes on Extra History YouTube videos	r=0.76	12yrs	108
Popularity of the first name Celina	r=0.59	43yrs	101
ON Semiconductor's stock price (ON)	r=0.62	20yrs	99
Kerosene used in Guatemala	r=0.58	42yrs	98
Google searches for 'i am dizzy'	r=0.76	20yrs	96
Total likes of 'Be Smart' science YouTube videos	r=0.73	11yrs	92
Popularity of the first name Kia	r=0.59	43yrs	91
Kerosene used in Saint Kitts and Nevis	r=0.58	42yrs	88
Extra Space Storage's stock price (EXR)	r=0.61	19yrs	86
Google searches for 'highest paying jobs'	r=0.75	20yrs	85
The average number of likes on MrBeast's YouTube videos	r=0.7	12yrs	79
Jet fuel used in Trinidad and Tobago	r=-0.77	42yrs	78
Popularity of the first name Denisha	r=0.58	42yrs	78
Google searches for 'tummy ache'	r=0.74	20yrs	74
The average number of likes on Mark Rober YouTube videos	r=0.69	13yrs	68
Popularity of the first name Mitchell	r=0.56	43yrs	66
Renewable energy production in Zimbabwe	r=-0.69	42yrs	64
Google searches for 'ice bath'	r=0.74	20yrs	64
Popularity of the first name Dion	r=0.56	43yrs	56
Average length of SmarterEveryDay YouTube videos	r=0.65	17yrs	56
Hydopower energy generated in Zimbabwe	r=-0.69	42yrs	54
Google searches for 'tetanus'	r=0.73	20yrs	52
Popularity of the first name Tyesha	r=0.58	40yrs	46
Total likes of The Game Theorists YouTube videos	r=0.66	15yrs	46
Biomass power generated in Australia	r=-0.67	42yrs	42
Google searches for 'how to go to space'	r=0.73	20yrs	42
Average length of Computerphile YouTube videos	r=0.68	11yrs	35
Popularity of the first name Tyson	r=-0.71	43yrs	34
Liquefied petroleum gas used in Romania	r=-0.7	42yrs	32
Google searches for 'best place to work'	r=0.72	20yrs	30
Popularity of the first name Adan	r=-0.72	43yrs	24
Total views on Mark Rober YouTube videos	r=0.82	13yrs	23
Hydopower energy generated in Dominican Republic	r=-0.65	42yrs	20
Google searches for 'when is new years'	r=0.71	20yrs	19
Popularity of the first name Kaden	r=-0.71	43yrs	14
Hydopower energy generated in Philippines	r=-0.65	42yrs	10
Total comments on Steve Mould's YouTube videos	r=0.62	15yrs	10
Google searches for 'how to calculate a correlation'	r=0.73	17yrs	9
Popularity of the first name Jonas	r=-0.69	43yrs	2
Total length of 'Be Smart' science YouTube videos	r=0.65	11yrs	0
Google searches for 'what is love'	r=0.71	20yrs	-1
Fossil fuel use in Spain	r=-0.63	42yrs	-2
Popularity of the first name Caden	r=-0.7	43yrs	-8
Jet fuel used in Senegal	r=-0.66	42yrs	-12
Google searches for 'best colleges'	r=0.7	20yrs	-12
Total length of SmarterEveryDay YouTube videos	r=0.59	17yrs	-12
Popularity of the first name Gracie	r=-0.69	43yrs	-18
The average number of likes on 'Be Smart' science YouTube videos	r=0.63	11yrs	-22
Jet fuel used in Bahrain	r=-0.65	42yrs	-24
Google searches for 'how to immigrate to canada'	r=0.63	20yrs	-24
Popularity of the first name Danica	r=-0.69	43yrs	-28
The average number of likes on Steve Mould's YouTube videos	r=0.59	15yrs	-34
Popularity of the first name Angeline	r=-0.69	43yrs	-38
Google searches for 'how to hide a body'	r=0.59	20yrs	-41

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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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