Top variables that correlate with Air quality in Stockton, California

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

Variable	Correlation	Years	Sys. Score
The average number of likes on Mark Rober YouTube videos	r=0.87	13yrs	326
Average length of Numberphile YouTube videos	r=0.85	13yrs	302
Google searches for 'restaurant near me'	r=0.87	13yrs	281
The number of solar photovoltaic installers in California	r=0.85	11yrs	274
Gasoline pumped in U.S. Pacific Islands	r=0.69	42yrs	225
Petroluem consumption in Aruba	r=0.69	36yrs	219
Petroluem consumption in Faroe Islands	r=0.67	37yrs	217
Popularity of the first name Quincy	r=0.63	43yrs	197
The average number of likes on MrBeast's YouTube videos	r=0.85	12yrs	196
Petroluem consumption in U.S. Pacific Islands	r=0.63	42yrs	186
Average milk produced per cow in the US	r=0.52	43yrs	175
Total number of automotive recalls	r=0.51	43yrs	172
Boston Scientific's stock price (BSX)	r=0.66	22yrs	172
Google searches for 'instagram'	r=0.82	13yrs	168
Google searches for 'climate change'	r=0.78	16yrs	166
Popularity of the first name Magdalena	r=0.62	43yrs	166
Total likes of MrBeast's YouTube videos	r=0.84	12yrs	165
Popularity of the first name Saige	r=0.63	39yrs	163
Budget for largest movie production	r=0.56	43yrs	161
DexCom's stock price (DXCM)	r=0.7	18yrs	159
Number of Slot Machines in Nevada	r=0.54	39yrs	158
Tesla's stock price (TSLA)	r=0.69	13yrs	158
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.49	43yrs	154
The number of human resources specialists in California	r=0.84	11yrs	153
Automotive recalls issued by BMW of North America	r=0.46	43yrs	152
Automotive recalls for issues with Steering	r=0.48	43yrs	151
USA Population	r=0.51	43yrs	150
Average temperature in Berlin	r=0.49	43yrs	149
Number of times 25 was a winning Mega Millions number	r=0.58	22yrs	148
The number of nurse practitioners in California	r=0.8	11yrs	147
Automotive recalls for issues with the Seats	r=0.45	43yrs	146
Jet fuel used in Israel	r=0.62	43yrs	146
Number of times 18 was a winning Mega Millions number	r=0.56	22yrs	145
Customer satisfaction with LinkedIn	r=0.64	10yrs	144
Electricity generation in Austria	r=0.59	42yrs	133
Popularity of the first name Miriam	r=0.6	43yrs	132
Average length of LEMMiNO YouTube videos	r=0.78	12yrs	131
Broadcom's stock price (AVGO)	r=0.71	14yrs	126
Gasoline pumped in Aruba	r=0.65	36yrs	123
Popularity of the first name Vicente	r=0.6	43yrs	122
Total likes of Mark Rober YouTube videos	r=0.77	13yrs	120
Google searches for 'how to move to europe'	r=0.56	20yrs	118
Fortinet's stock price (FTNT)	r=0.69	14yrs	114
Hydopower energy generated in French Polynesia	r=0.6	39yrs	112
Popularity of the first name Emilio	r=0.58	43yrs	110
Average length of SciShow Space YouTube videos	r=0.78	10yrs	109
MSCI Inc.'s stock price (MSCI)	r=0.68	16yrs	104
Google searches for 'white house hotline'	r=0.55	20yrs	103
Liquefied petroleum gas used in Chile	r=0.62	39yrs	102
Popularity of the first name Sage	r=0.58	43yrs	100
Average length of Matt Parker's YouTube videos	r=0.76	13yrs	99
Lululemon's stock price (LULU)	r=0.63	16yrs	92
Petroluem consumption in Fiji	r=0.6	42yrs	92
Popularity of the first name Mara	r=0.58	43yrs	90
Average length of Computerphile YouTube videos	r=0.75	11yrs	86
Dollar General's stock price (DG)	r=0.68	14yrs	82
Gasoline pumped in Saint Vincent/Grenadines	r=0.59	42yrs	80
Popularity of the first name Samira	r=0.58	43yrs	80
Average length of Technology Connections YouTube videos	r=0.76	9yrs	75
Eli Lilly and Company's stock price (LLY)	r=0.62	22yrs	71
Jet fuel used in U.S. Pacific Islands	r=0.59	42yrs	70
Popularity of the first name Ismael	r=0.57	43yrs	68
The average number of likes on Steve Mould's YouTube videos	r=0.71	15yrs	64
T-Mobile Us' stock price (TMUS)	r=0.66	16yrs	61
Popularity of the first name Hugo	r=0.57	43yrs	58
Petroluem consumption in Falkland Islands	r=0.57	42yrs	57
Total likes of Steve Mould's YouTube videos	r=0.7	15yrs	52
Verisk Analytics' stock price (VRSK)	r=0.66	14yrs	49
Popularity of the first name Tate	r=0.57	43yrs	48
Liquefied petroleum gas used in Senegal	r=0.57	42yrs	47
Total comments on Steve Mould's YouTube videos	r=0.67	15yrs	38
Monolithic Power Systems' stock price (MPWR)	r=0.62	19yrs	38
Popularity of the first name Layne	r=0.57	43yrs	38
Petroluem consumption in Tunisia	r=0.57	42yrs	37
Popularity of the first name Isaias	r=0.57	43yrs	28
Intercontinental Exchange's stock price (ICE)	r=0.62	18yrs	27
The average number of likes on PBS Space Time YouTube videos	r=0.7	9yrs	26
Gasoline pumped in New Zealand	r=0.56	43yrs	26
Popularity of the first name Misael	r=0.57	43yrs	18
Total length of 'Be Smart' science YouTube videos	r=0.69	11yrs	16
Petroluem consumption in South Korea	r=0.56	43yrs	16
Microsoft's stock price (MSFT)	r=0.56	22yrs	15
Popularity of the first name Belen	r=0.57	43yrs	8
Synopsys' stock price (SNPS)	r=0.58	22yrs	5
Average length of SmarterEveryDay YouTube videos	r=0.63	17yrs	4
Popularity of the first name Menachem	r=0.57	43yrs	-2
Broadridge Financial Solutions' stock price (BR)	r=0.62	16yrs	-5
Total views on MrBeast's YouTube videos	r=0.83	12yrs	-6
Electricity generation in French Polynesia	r=0.56	42yrs	-12
Popularity of the first name Josie	r=0.56	43yrs	-14
Total likes of Extra History YouTube videos	r=0.67	12yrs	-16
Mastercard's stock price (MA)	r=0.61	17yrs	-16
Electricity generation in Guam	r=0.56	42yrs	-22
Popularity of the first name Talia	r=0.56	43yrs	-24
The Progressive Corporation's stock price (PGR)	r=0.57	22yrs	-26
How professional-sounding Numberphile YouTube video titles are	r=0.82	13yrs	-27
Fossil fuel use in Guam	r=0.55	42yrs	-33
Popularity of the first name Maia	r=0.56	43yrs	-34
Cadence Design Systems' stock price (CDNS)	r=0.58	22yrs	-36
Total views on Mark Rober YouTube videos	r=0.81	13yrs	-38
KLA Corporation's stock price (KLAC)	r=0.57	22yrs	-46

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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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