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
US production of cream products	r=0.89	7yrs	262
Number of Automotive Franchise Establishments in the US	r=0.89	8yrs	260
US dairy skim solids used to produce cream products	r=0.9	7yrs	232
US average dairy skim-solid content of sour cream	r=0.8	22yrs	200
US average dairy skim-solid content of sour cream	r=0.8	22yrs	200
US average milk-fat content of cream products	r=0.86	7yrs	194
Portion of all US dairy skim-solids allocated to the production of cream products	r=0.85	7yrs	182
Sumitomo Mitsui Financial Group's stock price (SMFG)	r=0.74	20yrs	180
Liquefied petroleum gas used in Kiribati	r=0.73	22yrs	161
The number of graphic designers in Arizona	r=0.72	20yrs	160
Gasoline pumped in Saint Pierre and Miquelon	r=0.72	22yrs	160
US Highway Vehicle Gasoline Consumption	r=0.66	29yrs	159
The number of bailiffs in Arizona	r=0.7	20yrs	158
The number of roofers in Arizona	r=0.7	20yrs	156
Geothermal power generated in Russia	r=0.62	30yrs	156
Number of edits to the Wikipedia article for Nikola Tesla	r=0.62	22yrs	156
Annual Email Spam Rates	r=0.66	22yrs	152
Number of edits to the Wikipedia article for Arnold Schwarzenegger	r=0.59	22yrs	151
Number of edits to the Wikipedia article for Aaron Burr	r=0.59	21yrs	150
Total Sales at Clothing and Accessories Stores	r=0.56	31yrs	149
Automotive recalls for issues with Exterior Lighting	r=0.46	43yrs	148
Number of edits to the Wikipedia article for Tetris	r=0.56	23yrs	148
Automotive recalls for issues with the Engine And Engine Cooling	r=0.45	43yrs	146
Popularity of the first name Devante	r=-0.7	36yrs	146
Number of edits to the Wikipedia article for Thomas Edison	r=0.56	22yrs	146
Number of edits to the Wikipedia article for Britney Spears	r=0.55	23yrs	146
Philip Morris International's stock price (PM)	r=0.62	15yrs	144
Number of edits to the Wikipedia article for Alexander Hamilton	r=0.55	21yrs	144
Number of edits to the Wikipedia article for Benjamin Franklin	r=0.54	22yrs	144
Worldwide revenue from Harley Davidson motorcycles	r=0.78	13yrs	143
ORIX Corporation's stock price (IX)	r=0.56	22yrs	142
xkcd comics published about hobbies	r=0.69	17yrs	142
Number of edits to the Wikipedia article for Pluto	r=0.53	22yrs	142
Number of edits to the Wikipedia article for Zeus	r=0.49	22yrs	136
Customer satisfaction with Costco	r=0.5	22yrs	134
Popularity of the 'all your base' meme	r=0.62	18yrs	134
Popularity of the 'leeroy jenkins' meme	r=0.62	18yrs	134
Highway diesel consumption in US	r=0.7	20yrs	133
Number of registered Yamaha motorcycles in the UK	r=0.63	22yrs	132
Number of public school students in 11th grade	r=0.55	33yrs	130
Popularity of the first name Tyson	r=0.51	43yrs	129
Popularity of the first name Julius	r=0.51	43yrs	129
Number of sets won by the losing team in NCAA Women's Volleyball Div III Championship finals	r=0.49	42yrs	128
Gasoline Prices in the US	r=0.51	33yrs	128
Hollister retail store count worldwide	r=0.58	23yrs	126
Inflation in the US	r=0.53	31yrs	126
Liquefied petroleum gas used in Slovenia	r=0.63	31yrs	125
Number of Registered Vehicles in the US	r=0.51	32yrs	124
The number of professional painters in Arizona	r=0.69	20yrs	124
Yearly peak of NYSE composite index	r=0.63	13yrs	120
GMO use in soybeans	r=0.63	23yrs	120
GMO use in soybeans	r=0.63	23yrs	120
Electricity generation in Bosnia and Herzegovina	r=0.61	30yrs	114
TotalEnergies SE's stock price (TTE)	r=0.53	22yrs	108
Fossil fuel use in Bosnia and Herzegovina	r=0.61	30yrs	104
Popularity of the first name Princess	r=0.51	43yrs	99
The number of photographers in Arizona	r=0.67	20yrs	96
Fossil fuel use in Cuba	r=0.52	42yrs	92
Manulife Financial's stock price (MFC)	r=0.48	22yrs	90
Popularity of the first name Ava	r=0.5	43yrs	88
The number of hydrologists in Arizona	r=0.66	20yrs	85
Number of edits to the Wikipedia article for Hades	r=0.48	22yrs	84
Electricity generation in Germany	r=0.59	31yrs	82
Number of edits to the Wikipedia article for Morgan Stanley	r=0.48	22yrs	79
Popularity of the first name Lana	r=0.5	43yrs	78
Portion of all US dairy skim-solids allocated to the production of sour cream	r=0.72	22yrs	78
Number of households headed by single fathers in the United States	r=0.49	32yrs	73
Number of edits to the Wikipedia article for Thomas Jefferson	r=0.47	22yrs	73
Petroluem consumption in Czechia	r=0.62	30yrs	72
The number of title examiners, abstractors, and searchers in Arizona	r=0.64	20yrs	72
US hotel industry's revenue per available room	r=0.63	14yrs	67
Popularity of the first name Joaquin	r=0.49	43yrs	66
Number of edits to the Wikipedia article for Abraham Lincoln	r=0.45	22yrs	65
Annual Revenue of Walt Disney Company	r=0.47	32yrs	62
Jet fuel used in Estonia	r=0.61	31yrs	62
The number of tapers in Arizona	r=0.63	20yrs	60
Number of edits to the Wikipedia article for Dwayne Johnson	r=0.45	21yrs	59
Popularity of the first name Sienna	r=0.49	43yrs	56
US Shoe Store Sales	r=0.5	30yrs	56
Electricity generation in Cuba	r=0.51	42yrs	51
The number of dining room and cafeteria attendants in Arizona	r=0.61	20yrs	48
Popularity of the first name Ryann	r=0.49	43yrs	46
Petroluem consumption in Bermuda	r=0.53	42yrs	41
Popularity of the first name Keira	r=0.49	43yrs	36
The number of postal service clerks in Arizona	r=0.6	20yrs	36
Biomass power generated in Australia	r=0.5	42yrs	30
The number of construction laborers in Arizona	r=0.6	20yrs	26
Liquefied petroleum gas used in Congo-Brazzaville	r=0.52	42yrs	20
The number of office clerks in Arizona	r=0.59	20yrs	14
Petroluem consumption in Slovenia	r=0.6	31yrs	10
The number of drywall and ceiling tile installers in Arizona	r=0.59	20yrs	4
Kerosene used in Western Sahara	r=0.52	42yrs	0
The number of carpet installers in Arizona	r=0.57	20yrs	-7
Jet fuel used in Aruba	r=0.58	31yrs	-12
The number of cement masons and concrete finishers in Arizona	r=0.57	20yrs	-19
Jet fuel used in Gibraltar	r=0.51	42yrs	-22
The number of cabinetmakers in Arizona	r=0.57	20yrs	-29
Jet fuel used in Vanuatu	r=0.57	31yrs	-34
The number of authors in Arizona	r=0.55	20yrs	-40
Gasoline pumped in Haiti	r=0.49	42yrs	-45
The number of brickmasons in Arizona	r=0.56	20yrs	-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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