Top variables that correlate with Air quality in Clearlake, California

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

Variable	Correlation	Years	Sys. Score
Telkom Indonesia (Persero) Tbk PT's stock price (Persero)	r=0.71	22yrs	180
Kellogg's stock price (K)	r=0.66	22yrs	172
The average number of likes on Mark Rober YouTube videos	r=0.69	13yrs	158
Average length of SciShow Space YouTube videos	r=0.71	10yrs	158
Total likes of Deep Look YouTube videos	r=0.7	10yrs	157
Automotive recalls issued by Keystone RV Company	r=0.6	25yrs	156
Google searches for 'how to move to europe'	r=0.62	20yrs	156
Royal Bank of Canada's stock price (RY)	r=0.65	22yrs	156
Ticket prices at North American movie theaters	r=0.65	22yrs	154
Electricity generation in Palestinian Territories	r=0.67	21yrs	154
The number of phlebotomists in California	r=0.79	11yrs	147
Google searches for 'how to immigrate to canada'	r=0.53	20yrs	142
Jet fuel used in South Sudan	r=0.78	10yrs	142
The number of market research analysts in California	r=0.76	11yrs	141
Number of times 19 was a winning Mega Millions number	r=0.52	21yrs	138
The number of computer user support specialists in California	r=0.74	11yrs	138
US Bottled Water Consumption per Person	r=0.64	24yrs	137
Google searches for 'i have a headache'	r=0.53	20yrs	137
Solar power generated in Honduras	r=0.73	10yrs	137
Patents granted to Amazon	r=0.74	9yrs	136
Customer satisfaction with Motorola	r=0.53	18yrs	135
Total employee count at Continental AG	r=0.62	24yrs	134
GMO use in cotton in California	r=0.65	23yrs	134
Number of times 25 was a winning Mega Millions number	r=0.49	22yrs	134
Economic output of Washington metro area	r=0.64	21yrs	133
Total regular season games played by Nicklas Backstrom	r=0.63	21yrs	132
Automotive recalls issued by Toyota	r=0.46	23yrs	132
US per-person consumption of bottled water	r=0.64	24yrs	131
Number of active magazines in the United States	r=0.67	15yrs	130
US dairy skim solids used to produce evaporated and condensed milk	r=0.62	22yrs	130
Number of times 13 was a winning Mega Millions number	r=0.46	22yrs	130
Yearly Total Gross Income of US Farms	r=0.58	23yrs	128
Popularity of the 'this is fine' meme	r=0.58	18yrs	128
Total Federal Construction Expenditure in the United States	r=0.58	24yrs	127
Popularity of the 'spiderman pointing' meme	r=0.57	18yrs	127
Popularity of the 'pepe' meme	r=0.57	18yrs	127
How good MrBeast's YouTube video titles are	r=0.85	12yrs	126
US milk fat used to produce sour cream	r=0.59	22yrs	126
Instructor salaries in the US	r=0.53	13yrs	126
University Lecturer salaries in the US	r=0.53	13yrs	126
Bank of Montreal's stock price (BMO)	r=0.64	22yrs	124
Total likes of MrBeast's YouTube videos	r=0.68	12yrs	116
PACCAR's stock price (PCAR)	r=0.64	22yrs	114
Renewable energy production in Botswana	r=0.72	10yrs	106
The number of human resources specialists in California	r=0.72	11yrs	105
Realty Income's stock price (O)	r=0.64	22yrs	104
Average length of LEMMiNO YouTube videos	r=0.65	12yrs	102
Google searches for 'restaurant near me'	r=0.67	13yrs	101
Solar power generated in Botswana	r=0.72	10yrs	96
The number of solar photovoltaic installers in California	r=0.71	11yrs	94
Southern Copper's stock price (SCCO)	r=0.63	22yrs	92
The average number of likes on MrBeast's YouTube videos	r=0.65	12yrs	92
Google searches for 'do i need to go to the doctor'	r=0.61	20yrs	89
Solar power generated in Guinea-Bissau	r=0.74	8yrs	86
The number of sonographers in California	r=0.63	20yrs	82
Novartis AG's stock price (NVS)	r=0.62	22yrs	81
How clickbait-y Steve Mould's YouTube video titles are	r=0.79	15yrs	80
Google searches for 'cold shower'	r=0.6	20yrs	78
Wind power generated in Mauritania	r=0.72	10yrs	76
McDonald's stock price (MCD)	r=0.59	22yrs	71
The number of civil engineers in California	r=0.63	20yrs	70
How provocative Steve Mould's YouTube video titles are	r=0.78	15yrs	69
Fossil fuel use in South Sudan	r=0.72	10yrs	66
Google searches for 'best place to work'	r=0.59	20yrs	66
The Toronto-Dominion Bank's stock price (TD)	r=0.62	22yrs	61
The number of event planners in California	r=0.69	11yrs	60
The average number of likes on Steve Mould's YouTube videos	r=0.58	15yrs	54
Petroluem consumption in South Sudan	r=0.73	10yrs	54
ICICI Bank's stock price (IBN)	r=0.62	22yrs	51
The number of lawyers in California	r=0.61	20yrs	49
Total comments on MrBeast's YouTube videos	r=0.6	12yrs	44
Public Storage's stock price (PSA)	r=0.61	22yrs	40
The number of physical therapist aides in California	r=0.62	20yrs	39
Solar power generated in American Samoa	r=0.67	10yrs	38
Total comments on Steve Mould's YouTube videos	r=0.57	15yrs	32
Aflac's stock price (AFL)	r=0.61	22yrs	30
The number of nurse practitioners in California	r=0.68	11yrs	29
Biomass power generated in Qatar	r=0.67	10yrs	28
Canadian Imperial Bank of Commerce's stock price (CM)	r=0.62	22yrs	20
Average length of Numberphile YouTube videos	r=0.57	13yrs	20
The number of medical assistants in California	r=0.61	20yrs	18
Wind power generated in Venezuela	r=0.67	10yrs	18
Cognizant Technology Solutions' stock price (CTSH)	r=0.61	22yrs	10
Average length of SmarterEveryDay YouTube videos	r=0.54	17yrs	10
The number of manicurists and pedicurists in California	r=0.61	20yrs	8
Kerosene used in Turkmenistan	r=0.56	30yrs	8
Edison International's stock price (EIX)	r=0.61	22yrs	0
Total likes of Steve Mould's YouTube videos	r=0.55	15yrs	0
The number of sales managers in California	r=0.6	20yrs	-4
AvalonBay Communities' stock price (AVB)	r=0.61	22yrs	-10
Total likes of Mark Rober YouTube videos	r=0.56	13yrs	-11
The number of personal financial advisors in California	r=0.6	20yrs	-14
Toyota Motor's stock price (TM)	r=0.6	22yrs	-22
Average number of comments on Steve Mould's YouTube videos	r=0.53	15yrs	-24
The number of producers and directors in California	r=0.6	20yrs	-24
Becton, Dickinson and Company's stock price (BDX)	r=0.6	22yrs	-32
Average length of Technology Connections YouTube videos	r=0.63	9yrs	-34
The number of physical therapists in California	r=0.6	20yrs	-34
Sempra's stock price (SRE)	r=0.6	22yrs	-42
Average number of comments on MinuteEarth YouTube videos	r=-0.87	11yrs	-45
How good Simone Giertz's YouTube video titles are	r=0.82	10yrs	-55

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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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