Top variables that correlate with Air quality in Coffeyville, Kansas

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Data source: Environmental Protection Agency
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Air quality in Coffeyville, Kansas correlates with...

Variable	Correlation	Years	Sys. Score
Liquefied petroleum gas used in Slovenia	r=0.91	18yrs	369
Geothermal power generated in Costa Rica	r=0.87	18yrs	336
Electricity generation in Bosnia and Herzegovina	r=0.86	18yrs	334
Popularity of the first name Celia	r=0.86	20yrs	314
US Highway Vehicle Gasoline Consumption	r=0.86	18yrs	313
Highway diesel consumption in US	r=0.87	18yrs	312
Popularity of the first name Will	r=0.84	20yrs	206
Total Sales at Clothing and Accessories Stores	r=0.82	18yrs	195
Kerosene used in Ethiopia	r=0.83	20yrs	194
Patents granted in the US	r=0.77	20yrs	194
Patents granted in the US	r=0.78	20yrs	192
US Shoe Store Sales	r=0.8	18yrs	189
Total private high school enrollment in the United States	r=0.76	20yrs	185
Automotive recalls for issues with the Power Train	r=0.74	20yrs	182
Total number of automotive recalls	r=0.73	20yrs	182
Automotive recalls for issues with Exterior Lighting	r=0.72	20yrs	179
UFO sightings in Kansas	r=0.76	20yrs	172
Popularity of the first name Brock	r=0.82	20yrs	172
Inflation in the US	r=0.79	18yrs	168
Annual Revenue of Walt Disney Company	r=0.74	19yrs	164
Blue cheese consumption	r=-1	15yrs	164
Median US Household Income	r=0.74	20yrs	162
Mega millions lottery numbers	r=0.79	8yrs	162
American-type cheese consumption	r=0.83	15yrs	158
Fossil fuel use in Bosnia and Herzegovina	r=0.84	18yrs	156
Number of Las Vegas Hotel Room Check-Ins	r=0.68	20yrs	156
Automotive recalls for issues with the Tires	r=0.67	20yrs	156
Automotive recalls for issues with the Air Bags	r=0.67	20yrs	156
Average milk produced per cow in the US	r=0.64	20yrs	155
Average SAT score in math	r=0.63	20yrs	155
Automotive recalls for issues with the Fuel System, Gasoline	r=0.63	20yrs	150
Automotive recalls issued by Volkswagen Group of America	r=0.6	20yrs	150
Automotive recalls issued by BMW of North America	r=0.58	20yrs	148
Automotive recalls issued by Mercedes-Benz USA	r=0.58	20yrs	148
Google searches for 'President phone number'	r=0.74	6yrs	148
Rain in Paris	r=0.83	6yrs	148
Asthma prevalence in American children	r=0.73	7yrs	147
Automotive recalls for issues with Steering	r=0.6	20yrs	146
The number of maintenance workers, machinery in Kansas	r=0.82	7yrs	146
Nuclear power generation in Finland	r=0.81	20yrs	144
The number of microbiologists in Kansas	r=0.8	7yrs	144
The number of animal control workers in Kansas	r=0.81	7yrs	144
Customer satisfaction with Sam's Club	r=0.62	14yrs	144
The number of movies Timothy Spall appeared in	r=0.7	20yrs	144
Google searches for 'how to build a bunker'	r=0.7	6yrs	143
Popularity of the first name Nathan	r=0.81	20yrs	141
Number of internet users	r=0.69	17yrs	140
Customer satisfaction with The U.S. Postal Service	r=0.57	16yrs	139
Carjackings in the US	r=-0.85	15yrs	138
Number of households headed by single fathers in the United States	r=0.66	20yrs	136
Runs scored by the Kansas City Royals	r=0.52	20yrs	136
USA Population	r=0.65	20yrs	134
The distance between Neptune and Saturn	r=0.68	20yrs	134
Electricity generation in U.S. Pacific Islands	r=0.8	20yrs	132
Google searches for 'why do we have daylight savings time'	r=0.79	6yrs	132
Violent crime rates	r=-0.74	20yrs	132
Rain in Toronto	r=0.79	6yrs	132
Popularity of the first name Rory	r=0.81	20yrs	131
Frank Lampard's Premier League goal tally	r=0.69	14yrs	130
Public school high school enrollments in the United States	r=0.63	20yrs	130
Liquefied petroleum gas used in Lithuania	r=0.83	18yrs	122
Popularity of the first name Ethan	r=0.8	20yrs	120
The number of court and municipal clerks in Kansas	r=0.81	7yrs	114
American cheese consumption	r=0.69	20yrs	112
Electricity generation in Cuba	r=0.79	20yrs	111
Popularity of the first name Rose	r=0.8	20yrs	110
Electricity generation in Laos	r=0.79	20yrs	101
Popularity of the first name Camille	r=0.79	20yrs	98
Automotive recalls for issues with the Electrical System	r=0.58	20yrs	93
Fossil fuel use in Slovenia	r=0.8	18yrs	90
Popularity of the first name Elise	r=0.79	20yrs	88
Number of Registered Vehicles in the US	r=0.67	20yrs	86
Automotive recalls for issues with the Engine And Engine Cooling	r=0.56	20yrs	85
Liquefied petroleum gas used in Brunei	r=0.8	20yrs	80
Number of Lawyers in the United States	r=0.61	20yrs	80
Popularity of the first name Jaylen	r=0.8	19yrs	78
Automotive recalls for issues with Trailer Hitches	r=0.54	20yrs	77
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.61	20yrs	74
Petroluem consumption in Namibia	r=0.8	20yrs	70
Automotive recalls issued by Honda	r=0.49	20yrs	69
Popularity of the first name Camron	r=0.79	20yrs	68
US Annual Tax Revenue	r=0.64	20yrs	67
Automotive recalls issued by Mack Trucks	r=0.48	20yrs	62
Intel Corporation's annual revenue	r=0.63	20yrs	60
Fossil fuel use in Croatia	r=0.79	18yrs	59
Popularity of the first name Skyla	r=0.79	20yrs	58
Automotive recalls issued by Nissan North America	r=0.47	20yrs	56
Gasoline pumped in Turkmenistan	r=0.81	18yrs	49
Popularity of the first name Simon	r=0.78	20yrs	46
Jet fuel used in Turkmenistan	r=0.81	18yrs	39
Popularity of the first name Mya	r=0.78	20yrs	36
Fossil fuel use in U.S. Pacific Islands	r=0.77	20yrs	28
Popularity of the first name Corbin	r=0.77	20yrs	25
Petroluem consumption in Belize	r=0.79	20yrs	18
Popularity of the first name Athena	r=0.77	20yrs	15
Jet fuel used in Dominican Republic	r=0.79	20yrs	8
Popularity of the first name Reece	r=0.77	20yrs	5
Liquefied petroleum gas used in Senegal	r=0.79	20yrs	-2
Popularity of the first name Dawson	r=0.77	20yrs	-5
Popularity of the first name Orion	r=0.77	20yrs	-15
Popularity of the first name Eve	r=0.77	20yrs	-25

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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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