Top variables that correlate with Air pollution in Yuma, Arizona

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Data source: Environmental Protection Agency
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Air pollution in Yuma, Arizona correlates with...

Variable	Correlation	Years	Sys. Score
Wind power generated in Seychelles	r=0.88	9yrs	264
Portion of all US dairy skim-solids allocated to the production of cream products	r=0.86	7yrs	234
Average length of LockPickingLawyer YouTube videos	r=0.75	9yrs	164
Gasoline pumped in Saint Pierre and Miquelon	r=0.73	22yrs	161
Total comments on Vihart's YouTube videos	r=0.67	15yrs	158
Total likes of Numberphile YouTube videos	r=0.68	13yrs	157
Baker Hughes Company's stock price (BKR)	r=0.65	22yrs	156
Jet fuel used in Equatorial Guinea	r=0.7	22yrs	156
US production of cream products	r=0.83	7yrs	148
US dairy skim solids used to produce cream products	r=0.84	7yrs	148
Popularity of the 'slenderman' meme	r=0.69	15yrs	142
Number of edits to the Wikipedia article for Morgan Stanley	r=0.53	22yrs	142
Visitors to SeaWorld California	r=0.57	15yrs	141
Eni S.p.A.'s stock price (E)	r=0.55	22yrs	140
Shell's stock price (SHEL)	r=0.54	22yrs	139
xkcd comics published about sarcasm	r=0.66	17yrs	138
Popularity of the 'call me maybe' meme	r=0.68	12yrs	138
Number of edits to the Wikipedia article for Nikola Tesla	r=0.5	22yrs	138
Master's degrees awarded in Liberal arts	r=0.82	10yrs	132
The number of surveying and mapping technicians in Arizona	r=0.64	20yrs	132
Popularity of the 'gangnam style' meme	r=0.64	12yrs	132
Total length of minutephysics YouTube videos	r=0.68	13yrs	127
Associates degrees awarded in health assistance	r=0.78	11yrs	126
Master's degrees awarded in linguistics	r=0.78	10yrs	126
Kerosene used in Switzerland	r=0.54	43yrs	124
United States music album sales	r=0.61	16yrs	124
Worldwide revenue from Harley Davidson motorcycles	r=0.65	13yrs	124
The number of computer programmers in Arizona	r=0.58	20yrs	124
The number of telemarketers in Arizona	r=0.58	20yrs	124
Patents granted to Toshiba	r=0.64	12yrs	124
Number of registered Yamaha motorcycles in the UK	r=0.56	22yrs	122
Google searches for 'Gangnam Style'	r=0.6	12yrs	120
Number of articles Matt Levine published on Bloomberg on Tuesdays	r=0.76	10yrs	120
Google searches for 'Titanic'	r=0.57	16yrs	119
Google searches for 'daylight savings time'	r=0.54	20yrs	118
Bloomberg Money Stuff articles about insider trading	r=0.75	10yrs	118
xkcd comics published about the internet	r=0.52	17yrs	117
xkcd comics published about literature	r=0.52	17yrs	117
Number of articles Matt Levine published on Bloomberg on Wednesdays	r=0.74	10yrs	117
Average number of comments on Numberphile YouTube videos	r=0.67	13yrs	116
Asthma prevalence in American children	r=0.46	17yrs	116
xkcd comics published about existentialism	r=0.51	17yrs	116
US household spending on gasoline	r=0.63	23yrs	114
xkcd comics published about hobbies	r=0.5	17yrs	114
Number of articles Matt Levine published on Bloomberg.com	r=0.72	10yrs	114
Annual Email Spam Rates	r=0.49	22yrs	112
Total Receiving Yards by Steve Smith	r=0.55	16yrs	112
Tickets Sold for the Top Movie of the Year	r=0.53	19yrs	112
Devon Energy's stock price (DVN)	r=0.54	22yrs	109
Total comments on Numberphile YouTube videos	r=0.67	13yrs	106
Wind power generated in Nepal	r=-0.97	8yrs	98
The average number of likes on Numberphile YouTube videos	r=0.66	13yrs	94
SLB's stock price (SLB)	r=0.51	22yrs	94
Master's degrees awarded in gender studies	r=0.77	10yrs	94
The number of first-line retail sales supervisors in Arizona	r=0.62	13yrs	92
US average milk-fat content of cream products	r=0.79	7yrs	88
Cenovus Energy's stock price (CVE)	r=0.56	14yrs	84
Popularity of the 'McKayla Maroney' meme	r=0.5	16yrs	84
Total likes of Vihart's YouTube videos	r=0.64	15yrs	83
Associates degrees awarded in social services	r=0.76	11yrs	82
Kerosene used in Czechia	r=0.57	30yrs	80
The number of locker room attendants in Arizona	r=0.56	20yrs	80
Vodafone Group's stock price (VOD)	r=0.48	22yrs	70
Associates degrees awarded in Business	r=0.74	11yrs	70
Total length of Vihart's YouTube videos	r=0.61	15yrs	68
The number of photographers in Arizona	r=0.55	20yrs	68
Jet fuel used in Zambia	r=0.47	42yrs	67
Associates degrees awarded in Business operations	r=0.74	11yrs	60
The number of meter readers, utilities in Arizona	r=0.55	20yrs	58
PG&E's stock price (PCG)	r=0.46	22yrs	57
Biomass power generated in Sudan	r=0.56	22yrs	54
Total comments on minutephysics YouTube videos	r=0.58	13yrs	52
Master's degrees awarded in Architecture	r=0.74	10yrs	50
The number of tax examiners and collectors, and revenue agents in Arizona	r=0.59	13yrs	48
ArcelorMittal's stock price (MT)	r=0.46	22yrs	47
Petroluem consumption in Slovenia	r=0.52	31yrs	44
The average number of likes on Simone Giertz's YouTube videos	r=-0.9	10yrs	37
Bachelor's degrees awarded in Theology and religious vocations	r=0.72	10yrs	37
The number of counter and rental clerks in Arizona	r=0.53	20yrs	36
Gasoline pumped in Slovakia	r=0.51	30yrs	31
Master's degrees awarded in Transportation	r=0.72	10yrs	27
Average length of Simone Giertz's YouTube videos	r=-0.89	10yrs	26
NatWest Group's stock price (NWG)	r=0.49	16yrs	26
The number of library technicians in Arizona	r=0.52	20yrs	24
Kerosene used in Germany, East	r=0.61	11yrs	17
Associates degrees awarded in Business management	r=0.72	11yrs	16
How nerdy MrBeast's YouTube video titles are	r=0.8	12yrs	14
Associates degrees awarded in Accounting	r=0.72	11yrs	6
Jet fuel used in Saint Vincent/Grenadines	r=0.51	24yrs	5
Average number of comments on MinuteEarth YouTube videos	r=0.59	11yrs	2
Culinary Associates degrees awarded	r=0.71	11yrs	-5
How geeky MrBeast's YouTube video titles are	r=0.78	12yrs	-9
Associates degrees awarded in Engineering technologies	r=0.7	11yrs	-16
Total comments on Computerphile YouTube videos	r=0.56	11yrs	-23
Associates degrees awarded in law enforcement	r=0.69	11yrs	-28
How insightful Technology Connections YouTube video titles are	r=0.77	9yrs	-34
Associates degrees awarded in Criminal justice and corrections	r=0.69	11yrs	-38
Total likes of minutephysics YouTube videos	r=0.53	13yrs	-46
Bachelor's degrees awarded in literature	r=0.69	10yrs	-48
Total views on 'Be Smart' science YouTube videos	r=0.71	11yrs	-60
Total views on minutephysics YouTube videos	r=0.69	13yrs	-72

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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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