Top variables that correlate with Air quality in Longview, Washington

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Data source: Environmental Protection Agency
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Air quality in Longview, Washington correlates with...

Variable	Correlation	Years	Sys. Score
US average dairy skim-solid content of sour cream	r=0.99	22yrs	394
US average dairy skim-solid content of sour cream	r=0.99	22yrs	394
Portion of all US dairy skim-solids allocated to the production of sour cream	r=0.96	22yrs	389
GMO use in soybeans	r=0.91	23yrs	362
GMO use in soybeans	r=0.91	23yrs	362
Hollister retail store count worldwide	r=0.86	23yrs	338
Number of registered Yamaha motorcycles in the UK	r=0.87	22yrs	338
US production of cream products	r=0.93	7yrs	268
US dairy skim solids used to produce cream products	r=0.93	7yrs	246
Petroluem consumption in Canada	r=0.76	34yrs	228
Number of households headed by single fathers in the United States	r=0.75	32yrs	227
Annual count of part-time employees in the United States	r=0.75	33yrs	226
Number of Registered Vehicles in the US	r=0.75	32yrs	226
Electricity generation in Bosnia and Herzegovina	r=0.76	30yrs	226
Fossil fuel use in Bosnia and Herzegovina	r=0.76	30yrs	226
Number of highschoolers in the US	r=0.8	33yrs	217
Number of public school students in 11th grade	r=0.8	33yrs	217
Number of public school students in 10th grade	r=0.79	33yrs	216
GMO use in corn	r=0.81	24yrs	212
Popularity of the first name Emani	r=0.75	33yrs	205
Popularity of the first name Owen	r=0.74	34yrs	204
Popularity of the first name Noah	r=0.73	34yrs	203
Total number of automotive recalls	r=0.63	34yrs	201
Biomass power generated in Hungary	r=0.74	32yrs	196
Violent crime rates	r=-0.74	34yrs	196
Number of Lawyers in the United States	r=0.68	34yrs	194
Annual Revenue of Walt Disney Company	r=0.68	32yrs	188
Gasoline Prices in the US	r=0.67	33yrs	188
Budget for largest movie production	r=0.66	34yrs	187
Total Sales at Clothing and Accessories Stores	r=0.68	31yrs	187
US milk fat used to produce sour cream	r=0.82	22yrs	186
Electricity generation in Saint Helena	r=0.74	33yrs	186
Number of public school students in 12th grade	r=0.79	33yrs	186
Annual Email Spam Rates	r=0.75	22yrs	186
USA Population	r=0.67	34yrs	186
Portion of all US dairy skim-solids allocated to the production of cream products	r=0.93	7yrs	184
Customer satisfaction with Costco	r=0.72	22yrs	182
Average SAT score in math	r=0.61	33yrs	180
GMO use in cotton	r=0.81	23yrs	178
Fossil fuel use in Saint Helena	r=0.74	33yrs	176
US kids in public school	r=0.78	33yrs	174
Motor vehicle thefts	r=-0.71	34yrs	174
Robberies in the US	r=-0.71	34yrs	174
Popularity of the first name Rylee	r=0.73	34yrs	173
Automotive recalls for issues with the Power Train	r=0.58	34yrs	172
Automotive recalls for issues with Exterior Lighting	r=0.57	34yrs	170
Automotive recalls for issues with the Engine And Engine Cooling	r=0.57	34yrs	170
US household spending on property taxes	r=0.77	23yrs	170
Total length of 'Be Smart' science YouTube videos	r=0.78	11yrs	170
Automotive recalls for issues with the Electrical System	r=0.55	34yrs	168
Annual US household spending on electricity	r=0.76	23yrs	168
Gasoline pumped in Namibia	r=0.76	32yrs	166
US dairy skim solids used to produce sour cream	r=0.82	22yrs	164
Popularity of the first name Ryann	r=0.73	34yrs	163
Liquefied petroleum gas used in Poland	r=0.75	34yrs	156
Number of public school students in 8th grade	r=0.73	33yrs	156
Popularity of the first name Chana	r=0.73	34yrs	153
Hydopower energy generated in Brazil	r=0.73	33yrs	145
Yogurt consumption	r=0.76	32yrs	144
Popularity of the first name Simeon	r=0.73	34yrs	143
Arson in United States	r=-0.7	34yrs	142
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.63	34yrs	136
Fossil fuel use in Cuba	r=0.73	33yrs	135
Popularity of the first name Mia	r=0.72	34yrs	132
Gender pay gap in the U.S.	r=0.66	32yrs	130
Arson in Washington	r=-0.68	34yrs	130
Average milk produced per cow in the US	r=0.67	34yrs	128
Electricity generation in El Salvador	r=0.73	33yrs	125
Intel Corporation's annual revenue	r=0.66	34yrs	124
Popularity of the first name Cooper	r=0.72	34yrs	122
Inflation in the US	r=0.68	31yrs	119
Electricity generation in Kiribati	r=0.73	33yrs	115
Popularity of the first name Lukas	r=0.72	34yrs	112
US Annual Tax Revenue	r=0.63	33yrs	108
Number of public school students in 3rd grade	r=0.67	33yrs	108
Electricity generation in South Africa	r=0.73	33yrs	105
US average milk-fat content of sour cream	r=0.81	22yrs	102
Popularity of the first name Ava	r=0.72	34yrs	102
NASA's budget as a percentage of the total US Federal Budget	r=-0.72	35yrs	99
Number of public school students in 9th grade	r=0.67	33yrs	98
Electricity generation in Trinidad and Tobago	r=0.72	33yrs	94
Popularity of the first name Elle	r=0.72	34yrs	92
Remaining Forest Cover in the Brazilian Amazon	r=-0.71	34yrs	92
Gasoline pumped in British Virgin Islands	r=0.74	33yrs	84
Number of active magazines in the United States	r=0.82	15yrs	83
Popularity of the first name Elijah	r=0.71	34yrs	80
US production of yogurt, nonfrozen	r=0.78	22yrs	80
Afghanistan's Estimated Opium Production	r=0.68	33yrs	76
Gasoline pumped in Saint Pierre and Miquelon	r=0.82	22yrs	74
Popularity of the first name Micah	r=0.71	34yrs	70
Petroluem consumption in Chile	r=0.73	34yrs	63
Popularity of the first name Giovanni	r=0.71	34yrs	60
Petroluem consumption in Poland	r=0.73	34yrs	53
Popularity of the first name Ella	r=0.71	34yrs	50
Milk-fat consumption	r=0.65	32yrs	48
Electricity generation in Brunei	r=0.71	33yrs	42
Popularity of the first name Joaquin	r=0.71	34yrs	40
Renewable energy production in Central African Republic	r=0.71	33yrs	32
Popularity of the first name Reese	r=0.71	34yrs	30
Popularity of the first name Kallie	r=0.71	34yrs	20
Popularity of the first name Jazlyn	r=0.71	34yrs	10

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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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