Top variables that correlate with Air quality in Amarillo, Texas

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Data source: Environmental Protection Agency
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Air quality in Amarillo, Texas correlates with...

Variable	Correlation	Years	Sys. Score
Liquefied petroleum gas used in Vanuatu	r=0.95	31yrs	418
Kerosene used in Germany, East	r=1	11yrs	406
Biomass power generated in Taiwan	r=0.92	33yrs	388
Popularity of the first name Rylie	r=0.93	40yrs	374
Geothermal power generated in Russia	r=0.9	30yrs	352
Popularity of the first name Malachi	r=0.9	43yrs	342
Popularity of the first name Ella	r=0.9	43yrs	342
Number of highschoolers in the US	r=0.87	33yrs	332
Number of public school students in 10th grade	r=0.86	33yrs	331
Number of public school students in 11th grade	r=0.86	33yrs	331
Nuclear power generation in Brazil	r=0.89	40yrs	321
Electricity generation in French Polynesia	r=0.87	42yrs	310
Popularity of the first name Rylee	r=0.88	43yrs	310
Total comments on SciShow Space YouTube videos	r=0.88	10yrs	304
Liquefied petroleum gas used in Hong Kong	r=0.89	42yrs	300
Popularity of the first name Isabella	r=0.87	43yrs	298
Petroluem consumption in Kiribati	r=0.89	42yrs	290
Total comments on PBS Space Time YouTube videos	r=0.88	9yrs	288
Popularity of the first name Mia	r=0.87	43yrs	288
The average number of likes on SciShow Space YouTube videos	r=0.85	10yrs	284
Liquefied petroleum gas used in Somalia	r=0.89	42yrs	280
Popularity of the first name Owen	r=0.87	43yrs	278
Liquefied petroleum gas used in Bulgaria	r=0.88	42yrs	268
Popularity of the first name Reese	r=0.87	43yrs	268
Total number of automotive recalls	r=0.77	43yrs	261
Average milk produced per cow in the US	r=0.75	43yrs	260
Petroluem consumption in Canada	r=0.87	43yrs	258
Popularity of the first name Lana	r=0.87	43yrs	258
Automotive recalls issued by Nissan North America	r=0.73	43yrs	258
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.84	43yrs	256
Automotive recalls for issues with the Engine And Engine Cooling	r=0.71	43yrs	250
Liquefied petroleum gas used in Poland	r=0.87	43yrs	248
Popularity of the first name Greta	r=0.87	43yrs	248
Automotive recalls for issues with the Power Train	r=0.68	43yrs	246
Automotive recalls issued by Honda	r=0.65	43yrs	246
UFO sightings in Texas	r=0.77	42yrs	246
Automotive recalls for issues with Exterior Lighting	r=0.67	43yrs	244
Automotive recalls issued by BMW of North America	r=0.62	43yrs	242
USA Population	r=0.77	43yrs	240
Number of Lawyers in the United States	r=0.78	34yrs	240
Petroluem consumption in Trinidad and Tobago	r=0.88	42yrs	238
Popularity of the first name Jamari	r=0.87	43yrs	238
Automotive recalls for issues with the Electrical System	r=0.62	43yrs	237
Number of Registered Vehicles in the US	r=0.82	32yrs	236
Budget for largest movie production	r=0.72	43yrs	235
Total Number of Successful Mount Everest Climbs	r=0.78	32yrs	233
Number of households headed by single fathers in the United States	r=0.78	32yrs	232
Patents granted in the US	r=0.68	41yrs	232
The distance between Uranus and Saturn	r=0.83	44yrs	231
US Annual Tax Revenue	r=0.71	42yrs	230
Total Points scored by the New England Patriots in the NFL season	r=0.69	43yrs	228
Gender pay gap in the U.S.	r=0.75	32yrs	228
Patents granted in the US	r=0.67	41yrs	227
New York Times Fiction Best Sellers	r=0.7	35yrs	226
Annual count of part-time employees in the United States	r=0.75	33yrs	226
Kerosene used in Equatorial Guinea	r=0.86	42yrs	226
Popularity of the first name Lily	r=0.86	43yrs	226
Yogurt consumption	r=0.82	32yrs	224
Total Sales at Clothing and Accessories Stores	r=0.72	31yrs	223
UEFA European Cup and Champions League Top Scorer's Goal Count	r=0.63	43yrs	218
The number of movies Morgan Freeman appeared in	r=0.7	44yrs	218
The number of movies Willem Dafoe appeared in	r=0.69	44yrs	216
Petroluem consumption in Gibraltar	r=0.86	42yrs	216
Popularity of the first name Natalia	r=0.86	43yrs	216
Milk-fat consumption	r=0.72	32yrs	208
Violent crime rates	r=-0.82	38yrs	208
Customer satisfaction with Apple	r=0.71	28yrs	207
Average SAT score in math	r=0.65	33yrs	206
Kerosene used in Samoa	r=0.86	42yrs	206
Popularity of the first name Ava	r=0.86	43yrs	206
The distance between Uranus and Mercury	r=0.65	44yrs	204
The distance between Neptune and Uranus	r=0.65	44yrs	204
Popularity of the first name Sarahi	r=0.86	42yrs	196
Petroluem consumption in Bahrain	r=0.85	42yrs	194
Number of public school students in 12th grade	r=0.84	33yrs	193
Arson in Texas	r=-0.83	38yrs	190
Popularity of the first name Leila	r=0.86	43yrs	186
The number of movies Bill Nighy appeared in	r=0.68	44yrs	184
Petroluem consumption in Saint Kitts and Nevis	r=0.85	42yrs	184
Number of public school students in 8th grade	r=0.83	33yrs	182
Popularity of the first name Elle	r=0.86	43yrs	176
Intel Corporation's annual revenue	r=0.7	36yrs	172
US kids in public school	r=0.82	33yrs	170
The distance between Neptune and Saturn	r=0.62	44yrs	170
Electricity generation in Czechia	r=0.89	29yrs	170
Gasoline Prices in the US	r=0.7	33yrs	167
Popularity of the first name Libby	r=0.86	43yrs	166
The average number of likes on CGP Grey YouTube videos	r=0.83	13yrs	164
Number of Las Vegas Hotel Room Check-Ins	r=0.68	34yrs	160
The distance between Uranus and Earth	r=0.61	44yrs	158
Nuclear power generation in Czechia	r=0.87	29yrs	157
Popularity of the first name Elijah	r=0.85	43yrs	155
Number of public school students in 7th grade	r=0.78	33yrs	154
Total number of live births in Australia	r=0.62	43yrs	152
The distance between Uranus and the moon	r=0.61	44yrs	148
Popularity of the first name Jackson	r=0.85	43yrs	145
US Highway Vehicle Gasoline Consumption	r=0.83	29yrs	144
Number of public school students in 9th grade	r=0.77	33yrs	142
Number of public school students in 6th grade	r=0.72	33yrs	125
Viewership count for Days of Our Lives	r=-0.84	42yrs	117
NASA's budget as a percentage of the total US Federal Budget	r=-0.79	44yrs	110

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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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