Top variables that correlate with Air quality in Columbus, Mississippi

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

Variable	Correlation	Years	Sys. Score
Liquefied petroleum gas used in Seychelles	r=0.93	21yrs	375
Biomass power generated in Singapore	r=0.86	20yrs	336
Biomass power generated in Taiwan	r=0.85	21yrs	336
Nuclear power generation in Russia	r=0.85	18yrs	303
Gasoline pumped in Turkmenistan	r=0.87	18yrs	293
Liquefied petroleum gas used in Croatia	r=0.85	18yrs	280
Gasoline pumped in Cabo Verde	r=0.87	16yrs	241
Number of Registered Vehicles in the US	r=0.83	20yrs	226
American cheese consumption	r=0.83	20yrs	213
Popularity of the first name Kennedi	r=0.85	21yrs	208
Number of public school students in 12th grade	r=0.82	20yrs	207
Popularity of the first name Jaylen	r=0.85	19yrs	206
Popularity of the first name Tyson	r=0.79	23yrs	201
Number of Lawyers in the United States	r=0.78	21yrs	196
Gender pay gap in the U.S.	r=0.8	20yrs	194
Number of households headed by single fathers in the United States	r=0.8	20yrs	192
Number of internet users	r=0.81	17yrs	192
Inflation in the US	r=0.81	18yrs	190
Total private high school enrollment in the United States	r=0.73	23yrs	184
Yogurt consumption	r=0.8	20yrs	178
Milk-fat consumption	r=0.79	20yrs	177
Number of public school students in 11th grade	r=0.8	20yrs	174
Number of highschoolers in the US	r=0.78	20yrs	171
Total Sales at Clothing and Accessories Stores	r=0.78	18yrs	169
Number of websites on the internet	r=0.75	19yrs	167
Annual Revenue of Walt Disney Company	r=0.76	19yrs	167
The distance between Neptune and Uranus	r=0.73	23yrs	165
Average SAT score in math	r=0.67	20yrs	161
Total budget of Marvel comic-based films released	r=0.69	22yrs	160
Liquefied petroleum gas used in Djibouti	r=0.85	21yrs	158
Automotive recalls issued by Volkswagen Group of America	r=0.63	23yrs	158
Mega millions lottery numbers	r=0.73	8yrs	156
Automotive recalls issued by BMW of North America	r=0.6	23yrs	154
Automotive recalls for issues with the Tires	r=0.59	23yrs	148
Automotive recalls for issues with Exterior Lighting	r=0.58	23yrs	146
Customer satisfaction with Dillard's	r=0.6	16yrs	144
Liquefied petroleum gas used in Uganda	r=0.81	21yrs	142
Total number of automotive recalls	r=0.54	23yrs	142
Customer satisfaction with Apple	r=0.59	16yrs	142
Customer satisfaction with Verizon	r=0.72	6yrs	142
Asthma prevalence in American children	r=0.68	7yrs	140
Torii Hunter's Hit Count	r=0.76	12yrs	139
Automotive recalls for issues with the Engine And Engine Cooling	r=0.53	23yrs	138
The number of tire repairers and changers in Mississippi	r=0.76	7yrs	137
Customer satisfaction with Sam's Club	r=0.56	14yrs	136
Number of edits to the Wikipedia article for Availability heuristic	r=0.66	7yrs	136
Popularity of the first name Melody	r=0.73	23yrs	132
Google searches for 'i have a headache'	r=0.66	6yrs	132
Jet fuel used in Somalia	r=0.79	23yrs	131
Automotive recalls for issues with the Air Bags	r=0.5	20yrs	131
Google searches for 'how to hide a body'	r=0.63	6yrs	131
Automotive recalls for issues with the Fuel System, Gasoline	r=0.47	23yrs	130
Netflix's stock price (NFLX)	r=0.62	7yrs	130
American-type cheese consumption	r=0.83	15yrs	128
Popularity of the first name Rory	r=0.73	23yrs	122
US kids in public school	r=0.75	20yrs	116
Annual count of part-time employees in the United States	r=0.72	20yrs	109
Mozzarella cheese consumption	r=0.77	15yrs	109
Number of public school students in 10th grade	r=0.75	20yrs	106
Gasoline Prices in the US	r=0.69	20yrs	103
Popularity of the first name Kelsy	r=-0.85	23yrs	98
Geothermal power generated in Costa Rica	r=0.84	18yrs	96
US Shoe Store Sales	r=0.71	18yrs	96
Natural cheese consumption	r=0.79	15yrs	94
Number of public school students in 5th grade	r=0.73	20yrs	94
Popularity of the first name Alexandra	r=-0.84	23yrs	86
Fossil fuel use in Slovenia	r=0.83	18yrs	85
Number of public school students in 6th grade	r=0.73	20yrs	84
US Highway Vehicle Gasoline Consumption	r=0.75	18yrs	77
Popularity of the first name Darius	r=-0.84	23yrs	76
Electricity generation in Czechia	r=0.82	17yrs	72
Number of public school students in 8th grade	r=0.72	20yrs	72
Italian-type cheese consumption	r=0.76	15yrs	72
Number of International Tourist Arrivals Worldwide	r=0.73	15yrs	70
Popularity of the first name Kirsten	r=-0.84	23yrs	66
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.62	23yrs	63
Wind power generated in Germany	r=0.8	19yrs	62
Number of public school students in 7th grade	r=0.71	20yrs	60
Kobe Bryant's Regular Season Points	r=0.74	13yrs	57
Popularity of the first name Mercedes	r=-0.83	23yrs	56
Wind power generated in Italy	r=0.79	21yrs	52
Christmas Price Index in the United States	r=0.68	18yrs	51
Number of public school students in 9th grade	r=0.7	20yrs	49
Popularity of the first name Kelsi	r=-0.83	23yrs	46
NASA's budget as a percentage of the total US Federal Budget	r=-0.76	23yrs	46
Solar power generated in Switzerland	r=0.8	20yrs	42
Number of public school students in 4th grade	r=0.69	20yrs	38
Popularity of the first name Hakeem	r=-0.83	23yrs	36
Sales of LP/Vinyl Albums	r=0.59	17yrs	35
Fossil fuel use in Venezuela	r=0.78	23yrs	32
Popularity of the first name Jasmine	r=-0.82	23yrs	24
Petroluem consumption in Turkmenistan	r=0.83	18yrs	22
Popularity of the first name Alexandria	r=-0.82	23yrs	14
Liquefied petroleum gas used in Dominica	r=0.79	22yrs	10
Popularity of the first name Kelsie	r=-0.82	23yrs	4
Liquefied petroleum gas used in Moldova	r=0.84	15yrs	0
Popularity of the first name Keenan	r=-0.81	23yrs	-6
Popularity of the first name Tylor	r=-0.81	23yrs	-16
Popularity of the first name Davon	r=-0.81	23yrs	-26
Popularity of the first name Deonte	r=-0.82	23yrs	-36
Popularity of the first name Alexandrea	r=-0.81	23yrs	-46

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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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