Top variables that correlate with Air quality in Santa Rosa, California

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

Variable	Correlation	Years	Sys. Score
Intercountry adoptions	r=0.92	15yrs	366
Annual book sales in the US	r=0.92	11yrs	334
Customer satisfaction with YouTube	r=0.86	12yrs	298
US production of cream products	r=0.92	7yrs	296
US dairy skim solids used to produce cream products	r=0.91	7yrs	293
Median Weekly Earnings of Self-Employed Workers in the UK	r=0.85	11yrs	272
Portion of all US dairy skim-solids allocated to the production of cream products	r=0.9	7yrs	270
How professional-sounding Numberphile YouTube video titles are	r=0.86	13yrs	264
How clickbait-y OverSimplified YouTube video titles are	r=0.86	7yrs	243
US average milk-fat content of cream products	r=0.9	7yrs	240
The number of professional painters in California	r=0.8	20yrs	191
The number of plumbers in California	r=0.78	20yrs	190
The number of carpenters in California	r=0.78	20yrs	188
McDonald's American Customer Satisfaction Index Score	r=0.68	23yrs	179
US Motorcycle Manufacturing Industry Revenue	r=0.85	12yrs	168
Total likes of Extra History YouTube videos	r=0.76	12yrs	168
Assistant Processor salaries in the US	r=0.72	13yrs	164
University Lecturer salaries in the US	r=0.67	13yrs	157
The number of automotive glass installers and repairers in California	r=0.77	20yrs	156
Professor salaries in the US	r=0.66	13yrs	156
The Hartford Financial Services Group's stock price (HIG)	r=0.63	22yrs	152
Boston Scientific's stock price (BSX)	r=0.62	22yrs	151
Renewable energy production in U.S. Virgin Islands	r=0.79	11yrs	147
Bank of America's stock price (BAC)	r=0.58	22yrs	145
Wind power generated in Panama	r=0.78	9yrs	144
xkcd comics published about engineering	r=0.69	17yrs	142
Google searches for 'instagram'	r=0.73	13yrs	140
Petroluem consumption in Montenegro	r=0.73	16yrs	140
Patents granted to Intel	r=0.73	12yrs	138
Average length of Numberphile YouTube videos	r=0.74	13yrs	136
Patents granted to Mitsubishi	r=0.72	12yrs	136
Global shipwrecks	r=-0.63	35yrs	135
Google searches for 'restaurant near me'	r=0.68	13yrs	132
Patents granted to LG Electronics	r=0.69	12yrs	132
China's Rare Earth Element Export Volume	r=0.7	11yrs	129
Number of Grand Slam Finals played by Roger Federer	r=0.65	13yrs	128
Global iPod Sales	r=0.68	9yrs	128
UK Public Library Count	r=0.69	12yrs	128
Customer satisfaction with HuffPost	r=0.6	11yrs	128
Customer satisfaction with LinkedIn	r=0.6	10yrs	128
The number of cement masons and concrete finishers in California	r=0.76	20yrs	125
Total likes of The Game Theorists YouTube videos	r=0.72	15yrs	125
Global annual sales of the Xbox 360	r=0.66	10yrs	125
Associate Professor salaries in the US	r=0.61	13yrs	118
The number of construction equipment operators in California	r=0.74	20yrs	112
Total likes of MrBeast's YouTube videos	r=0.71	12yrs	110
Broadcom's stock price (AVGO)	r=0.6	14yrs	110
Instructor salaries in the US	r=0.6	13yrs	106
Wind power generated in Honduras	r=0.72	11yrs	106
The number of drywall and ceiling tile installers in California	r=0.73	20yrs	100
Ameren's stock price (AEE)	r=0.55	22yrs	100
The average number of likes on Mark Rober YouTube videos	r=0.69	13yrs	98
Solar power generated in North Macedonia	r=0.72	11yrs	96
The number of floral designers in California	r=0.72	20yrs	89
Total likes of Mark Rober YouTube videos	r=0.69	13yrs	88
Visa Inc.'s stock price (V)	r=0.58	15yrs	88
Solar power generated in Aruba	r=0.69	12yrs	83
The number of roofers in California	r=0.72	20yrs	79
Motorola Solutions' stock price (MSI)	r=0.53	22yrs	78
Total views on Mark Rober YouTube videos	r=0.84	13yrs	76
Petroluem consumption in South Sudan	r=0.72	10yrs	72
The number of automotive service technicians and mechanics in California	r=0.71	20yrs	68
Dollar General's stock price (DG)	r=0.59	14yrs	68
Total likes of Steve Mould's YouTube videos	r=0.63	15yrs	62
Biomass power generated in Eswatini	r=0.61	22yrs	61
Ulta Beauty's stock price (ULTA)	r=0.57	16yrs	58
The number of welders in California	r=0.69	20yrs	54
Average length of LEMMiNO YouTube videos	r=0.64	12yrs	50
Jet fuel used in South Sudan	r=0.69	10yrs	48
Morgan Stanley's stock price (MS)	r=0.52	22yrs	46
Total length of 'Be Smart' science YouTube videos	r=0.65	11yrs	40
Petroluem consumption in Central African Republic	r=0.47	42yrs	37
American Water Works Company's stock price (AWK)	r=0.55	15yrs	34
Total comments on Steve Mould's YouTube videos	r=0.61	15yrs	28
The number of skincare specialists in California	r=0.73	13yrs	28
Solar power generated in Guinea	r=0.63	13yrs	25
T-Mobile Us' stock price (TMUS)	r=0.54	16yrs	23
The average number of likes on Extra History YouTube videos	r=0.63	12yrs	18
The number of maintenance and repair workers in California	r=0.66	20yrs	15
Renewable energy production in Bahrain	r=0.64	10yrs	14
Cheniere Energy's stock price (LNG)	r=0.5	22yrs	13
Total likes of 'Be Smart' science YouTube videos	r=0.63	11yrs	8
Solar power generated in Bahrain	r=0.64	10yrs	4
The number of property association managers in California	r=0.64	20yrs	2
Lennar's stock price (LEN.B)	r=0.5	20yrs	1
Renewable energy production in Botswana	r=0.64	10yrs	-6
Average length of Tom Scott's YouTube videos	r=0.57	15yrs	-8
The number of stonemasons in California	r=0.64	20yrs	-8
Eli Lilly and Company's stock price (LLY)	r=0.48	22yrs	-10
Solar power generated in Botswana	r=0.64	10yrs	-16
Total length of Matt Parker's YouTube videos	r=0.58	13yrs	-18
The number of building inspectors in California	r=0.64	20yrs	-18
Electronic Arts' stock price (EA)	r=0.47	22yrs	-22
The number of cabinetmakers in California	r=0.64	20yrs	-28
Total length of Tom Scott's YouTube videos	r=0.56	15yrs	-29
Pfizer's stock price (PFE)	r=0.46	22yrs	-33
Total length of Steve Mould's YouTube videos	r=0.56	15yrs	-39
The number of brokerage clerks in California	r=0.62	20yrs	-41
Total length of The Game Theorists YouTube videos	r=0.55	15yrs	-50
The number of tapers in California	r=0.62	20yrs	-51
The number of electricians in California	r=0.62	20yrs	-61

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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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