Top variables that correlate with Air pollution in Columbus, Mississippi

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Data source: Environmental Protection Agency
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Air pollution in Columbus, Mississippi correlates with...

Variable	Correlation	Years	Sys. Score
The number of training and development managers in Mississippi	r=0.99	6yrs	350
Liquefied petroleum gas used in Djibouti	r=0.9	21yrs	340
Number of times 14 was a winning Mega Millions number	r=0.87	8yrs	282
The number of bailiffs in Mississippi	r=0.86	7yrs	258
The number of couriers and messengers in Mississippi	r=0.87	7yrs	258
Petroluem consumption in Saint Helena	r=0.84	23yrs	228
Liquefied petroleum gas used in Seychelles	r=0.85	21yrs	228
Jet fuel used in Somalia	r=0.83	23yrs	197
Fossil fuel use in Suriname	r=0.8	23yrs	186
Total private high school enrollment in the United States	r=0.72	23yrs	182
Automotive recalls for issues with the Tires	r=0.71	23yrs	180
Automotive recalls issued by BMW of North America	r=0.68	23yrs	180
Total number of automotive recalls	r=0.65	23yrs	173
Liquefied petroleum gas used in Dominica	r=0.8	22yrs	172
Automotive recalls for issues with Trailer Hitches	r=0.65	23yrs	172
Automotive recalls for issues with the Fuel System, Gasoline	r=0.64	23yrs	170
Number of public school students in 5th grade	r=0.76	20yrs	168
Popularity of the first name Jaylan	r=0.76	21yrs	164
Popularity of the first name Eve	r=0.74	23yrs	164
Number of Lawyers in the United States	r=0.67	21yrs	160
Average SAT score in math	r=0.66	20yrs	160
Gender pay gap in the U.S.	r=0.69	20yrs	158
Customer satisfaction with Dell	r=0.71	13yrs	157
Number of Registered Vehicles in the US	r=0.7	20yrs	156
Automotive recalls for issues with Service Brakes, Air	r=0.62	23yrs	152
Automotive recalls for issues with Steering	r=0.61	23yrs	150
Automotive recalls for issues with Exterior Lighting	r=0.6	23yrs	149
American cheese consumption	r=0.73	20yrs	148
Number of public school students in 6th grade	r=0.75	20yrs	146
Automotive recalls issued by Mercedes-Benz USA	r=0.54	23yrs	144
Google searches for 'flights to Antarctica'	r=0.71	6yrs	144
Milk-fat consumption	r=0.69	20yrs	142
Automotive recalls for issues with the Air Bags	r=0.57	20yrs	142
Number of public school students in 7th grade	r=0.71	20yrs	140
Popularity of the first name Jaylen	r=0.74	19yrs	140
Patents granted in the US	r=0.61	23yrs	138
Asthma attacks in American children	r=0.56	13yrs	138
The number of movies Don Cheadle appeared in	r=0.64	23yrs	138
Total budget of Marvel comic-based films released	r=0.64	22yrs	137
Number of households headed by single fathers in the United States	r=0.66	20yrs	136
US Tobacco Production	r=0.73	10yrs	136
Average milk produced per cow in the US	r=0.49	23yrs	136
Season rating of "Two and a Half Men"	r=0.81	6yrs	135
Google searches for 'Justin Timberlake'	r=0.81	6yrs	135
Fossil fuel use in Czechia	r=0.83	17yrs	134
Patents granted in the US	r=0.6	23yrs	134
UFO sightings in Mississippi	r=0.58	23yrs	134
Total Sales at Clothing and Accessories Stores	r=0.64	18yrs	133
Annual Revenue of Walt Disney Company	r=0.63	19yrs	132
Median US Household Income	r=0.63	20yrs	130
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.57	23yrs	130
Regeneron Pharmaceuticals' stock price (REGN)	r=0.64	8yrs	130
Violent crime rates	r=-0.67	23yrs	128
Number of times 15 was a winning Mega Millions number	r=0.6	8yrs	127
Merck & Co.'s stock price (MRK)	r=0.62	8yrs	127
Asthma attacks in American children	r=0.55	13yrs	126
ON Semiconductor's stock price (ON)	r=0.62	6yrs	125
Gasoline pumped in Cabo Verde	r=0.83	16yrs	120
The number of groundskeepers in Mississippi	r=0.81	7yrs	114
Popularity of the first name Fatima	r=0.72	23yrs	110
Gasoline pumped in Western Sahara	r=0.77	23yrs	108
Number of public school students in 4th grade	r=0.69	20yrs	108
The number of budget analysts in Mississippi	r=0.8	7yrs	103
US production of frozen dairy products	r=0.71	10yrs	102
Popularity of the first name Trinity	r=0.71	23yrs	99
Jet fuel used in Western Sahara	r=0.77	23yrs	98
US dairy skim solids used to produce frozen dairy products	r=0.71	10yrs	91
Automotive recalls for issues with Suspension	r=0.54	23yrs	90
Popularity of the first name Elise	r=0.7	23yrs	88
The number of highway maintenance workers in Mississippi	r=0.77	7yrs	88
Biomass power generated in Taiwan	r=0.75	21yrs	86
Automotive recalls for issues with the Engine And Engine Cooling	r=0.53	23yrs	83
Automotive recalls issued by Nissan North America	r=0.5	23yrs	78
Popularity of the first name Josh	r=0.7	23yrs	78
Jet fuel used in United Arab Emirates	r=0.76	23yrs	76
Inflation in the US	r=0.61	18yrs	76
US Shoe Store Sales	r=0.6	18yrs	69
The number of microbiologists in Mississippi	r=0.75	7yrs	67
Popularity of the first name Mattie	r=0.69	23yrs	66
Automotive recalls for issues with the Electrical System	r=0.48	23yrs	66
Liquefied petroleum gas used in New Caledonia	r=0.75	23yrs	65
Automotive recalls for issues with the Power Train	r=0.46	23yrs	58
Petroluem consumption in Madagascar	r=0.74	23yrs	54
Popularity of the first name Sebastian	r=0.68	23yrs	54
Jet fuel used in Madagascar	r=0.74	23yrs	44
Popularity of the first name Jaden	r=0.68	23yrs	44
Petroluem consumption in Niue	r=0.74	23yrs	34
Popularity of the first name Jackeline	r=0.68	23yrs	34
Petroluem consumption in Puerto Rico	r=0.74	23yrs	24
Popularity of the first name Anahi	r=0.68	23yrs	24
Popularity of the first name Maggie	r=0.67	23yrs	13
Kerosene used in Lesotho	r=0.73	23yrs	12
Popularity of the first name Simon	r=0.67	23yrs	3
Liquefied petroleum gas used in Lesotho	r=0.73	23yrs	2
Popularity of the first name Moses	r=0.67	23yrs	-7
Liquefied petroleum gas used in Saint Lucia	r=0.73	23yrs	-8
Popularity of the first name Axel	r=0.67	23yrs	-17
Popularity of the first name Jacquelin	r=0.67	23yrs	-27
Popularity of the first name Cade	r=0.66	23yrs	-38
Popularity of the first name Jaqueline	r=0.66	23yrs	-48
Popularity of the first name Daphne	r=0.66	23yrs	-58

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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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