Top variables that correlate with Air quality in Sierra Vista, Arizona

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Data source: Environmental Protection Agency
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Air quality in Sierra Vista, Arizona correlates with...

Variable	Correlation	Years	Sys. Score
Wind power generated in Slovenia	r=0.93	9yrs	316
Wind power generated in Bangladesh	r=0.92	9yrs	314
Solar power generated in North Macedonia	r=0.89	11yrs	282
How nerdy Simone Giertz's YouTube video titles are	r=0.88	10yrs	264
Bachelor's degrees awarded in journalism	r=0.87	10yrs	260
Associates degrees awarded in Theology	r=0.87	11yrs	259
Renewable energy production in U.S. Virgin Islands	r=0.89	11yrs	252
How clickbait-y Simone Giertz's YouTube video titles are	r=0.86	10yrs	246
Wind power generated in Mauritania	r=0.87	10yrs	238
Jet fuel used in South Sudan	r=0.89	10yrs	228
Petroluem consumption in Hawaiian Trade Zone	r=0.9	7yrs	202
University Lecturer salaries in the US	r=0.81	13yrs	193
Gasoline pumped in Hawaiian Trade Zone	r=0.9	7yrs	192
Jet fuel used in Hawaiian Trade Zone	r=0.9	7yrs	182
Instructor salaries in the US	r=0.78	13yrs	174
The Bank of New York Mellon Corporation's stock price (BK)	r=0.67	22yrs	174
Ryanair Holdings' stock price (RYAAY)	r=0.66	22yrs	172
Assistant Processor salaries in the US	r=0.75	13yrs	169
Popularity of the 'minions' meme	r=0.73	18yrs	166
Total length of Matt Parker's YouTube videos	r=0.71	13yrs	162
Delta Airlines' stock price (DAL)	r=0.71	16yrs	160
Popularity of the first name Nikita	r=-0.78	43yrs	160
Customer satisfaction with YouTube	r=0.74	12yrs	160
The number of occupational therapists in Arizona	r=0.69	20yrs	154
The number of veterinary assistants in Arizona	r=0.68	20yrs	153
Popularity of the first name Mallory	r=-0.67	43yrs	150
McDonald's American Customer Satisfaction Index Score	r=0.57	23yrs	148
Customer satisfaction with T-Mobile	r=0.62	17yrs	148
Popularity of the 'pepe' meme	r=0.7	18yrs	146
xkcd comics published about experiments	r=0.7	17yrs	144
Automotive recalls issued by Keystone RV Company	r=0.51	25yrs	142
Google searches for 'flights to Antarctica'	r=0.53	20yrs	142
Google searches for 'President phone number'	r=0.54	20yrs	142
Google searches for 'instagram'	r=0.73	13yrs	140
Number of times 4 was a winning Mega Millions number	r=0.54	19yrs	139
Number of times 12 was a winning Mega Millions number	r=0.52	22yrs	139
Number of times 2 was a winning Mega Millions number	r=0.53	19yrs	138
Number of times 9 was a winning Mega Millions number	r=0.53	19yrs	138
The number of public relations specialists in Arizona	r=0.68	20yrs	138
Popularity of the 'this is fine' meme	r=0.64	18yrs	138
Global iPod Sales	r=0.72	9yrs	134
Number of times 14 was a winning Mega Millions number	r=0.48	22yrs	133
Associates degrees awarded in Precision production	r=0.83	11yrs	133
Javier Mascherano's International Match Count	r=0.7	14yrs	132
Total NBA League Revenue	r=0.62	21yrs	130
Number of times 13 was a winning Mega Millions number	r=0.46	22yrs	130
Kroger's stock price (KR)	r=0.65	22yrs	127
Professor salaries in the US	r=0.66	13yrs	126
Average number of comments on Mark Rober YouTube videos	r=0.64	13yrs	121
Intel's stock price (INTC)	r=0.65	22yrs	116
Associate Professor salaries in the US	r=0.63	13yrs	111
The number of pharmacy technicians in Arizona	r=0.68	20yrs	108
Average length of Tom Scott's YouTube videos	r=0.6	15yrs	107
Royal Caribbean Cruises' stock price (RCL)	r=0.64	22yrs	104
Bachelor's degrees awarded in Parks & Recreation	r=0.82	10yrs	102
Popularity of the 'this is fine' meme	r=0.6	18yrs	102
Google searches for 'how to immigrate to canada'	r=0.46	20yrs	101
The number of customer service representatives in Arizona	r=0.67	20yrs	96
The average number of likes on Mark Rober YouTube videos	r=0.59	13yrs	94
Medtronic's stock price (MDT)	r=0.63	22yrs	92
Bachelor's degrees awarded in Physical sciences	r=0.82	10yrs	92
The average number of likes on CGP Grey YouTube videos	r=0.59	13yrs	84
U.S. Bancorp's stock price (USB)	r=0.63	22yrs	82
The number of accountants and auditors in Arizona	r=0.64	20yrs	82
Bachelor's degrees awarded in social services	r=0.81	10yrs	80
Illumina's stock price (ILMN)	r=0.63	22yrs	72
Total likes of Matt Parker's YouTube videos	r=0.58	13yrs	72
The number of heating, air conditioning, and refrigeration mechanics and installers in Arizona	r=0.63	20yrs	70
Gasoline pumped in Aruba	r=0.6	36yrs	66
Wells Fargo & Company's stock price (WFC)	r=0.62	22yrs	61
Average number of comments on Steve Mould's YouTube videos	r=0.55	15yrs	60
Wind power generated in Honduras	r=0.82	11yrs	52
The Walt Disney Company's stock price (DIS)	r=0.59	22yrs	51
Total comments on Matt Parker's YouTube videos	r=0.57	13yrs	50
Fossil fuel use in South Sudan	r=0.83	10yrs	42
CVS stock price (CVS)	r=0.6	22yrs	41
Average length of minutephysics YouTube videos	r=0.56	13yrs	39
Petroluem consumption in South Sudan	r=0.85	10yrs	32
The PNC Financial Services Group's stock price (PNC)	r=0.62	22yrs	31
Total comments on Mark Rober YouTube videos	r=0.56	13yrs	29
Constellation Brands' stock price (STZ)	r=0.62	22yrs	21
Wind power generated in Panama	r=0.82	9yrs	20
Total likes of Tom Scott's YouTube videos	r=0.54	15yrs	18
Capital One Financial's stock price (COF)	r=0.62	22yrs	11
Biomass power generated in Qatar	r=0.81	10yrs	9
The average number of likes on SmarterEveryDay YouTube videos	r=0.53	17yrs	8
Vulcan Materials Company's stock price (VMC)	r=0.62	22yrs	1
Petroluem consumption in Aruba	r=0.55	36yrs	-2
Total length of Steve Mould's YouTube videos	r=0.54	15yrs	-2
Cisco Systems' stock price (CSCO)	r=0.62	22yrs	-10
Total length of Tom Scott's YouTube videos	r=0.53	15yrs	-14
Solar power generated in Aruba	r=0.77	12yrs	-15
Amgen's stock price (AMGN)	r=0.61	22yrs	-20
How geeky Simone Giertz's YouTube video titles are	r=0.83	10yrs	-24
Solar power generated in Honduras	r=0.76	10yrs	-28
FedEx's stock price (FDX)	r=0.6	22yrs	-30
Average views of Mark Rober YouTube videos	r=0.8	13yrs	-35
3M Company's stock price (MMM)	r=0.61	22yrs	-40
Renewable energy production in Botswana	r=0.75	10yrs	-40
How fun Simone Giertz's YouTube video titles are	r=0.82	10yrs	-45
Solar power generated in Botswana	r=0.75	10yrs	-50

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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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