Top variables that correlate with Air pollution in Des Moines

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Data source: Environmental Protection Agency
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Air pollution in Des Moines correlates with...

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Air pollution in Des Moines also correlates with...

Variable	Correlation	Years	Sys. Score
Total likes of Mark Rober YouTube videos	r=0.85	13yrs	302
Google searches for 'ice bath'	r=0.84	20yrs	228
Total likes of Steve Mould's YouTube videos	r=0.77	15yrs	188
Kerosene used in Canada	r=0.61	43yrs	184
Eli Lilly and Company's stock price (LLY)	r=0.73	22yrs	182
Merck & Co.'s stock price (MRK)	r=0.73	22yrs	182
Arch Capital Group's stock price (ACGL)	r=0.7	22yrs	178
Kerosene used in Norway	r=0.57	43yrs	178
Average length of LEMMiNO YouTube videos	r=0.82	12yrs	177
The number of movies Tyrese Gibson appeared in	r=0.76	24yrs	176
Liquefied petroleum gas used in Central African Republic	r=-0.98	14yrs	172
Google searches for 'how to move to europe'	r=0.66	20yrs	162
Google searches for 'where can i stream friends'	r=0.72	19yrs	160
Popularity of the first name Eileen	r=0.58	43yrs	160
Popularity of the first name Billie	r=0.57	43yrs	158
Popularity of the first name Dawn	r=0.56	43yrs	156
Average number of milk cows in the United States	r=0.47	43yrs	152
AstraZeneca's stock price (AZN)	r=0.69	22yrs	146
Total likes of MrBeast's YouTube videos	r=0.81	12yrs	146
xkcd comics published about engineering	r=0.71	17yrs	146
Patents granted to Texas Instruments	r=0.79	12yrs	146
The number of movies Peter OToole appeared in	r=0.55	43yrs	144
Solar power generated in Ukraine	r=0.84	12yrs	140
Number of times 25 was a winning Mega Millions number	r=0.51	22yrs	138
The number of statisticians in Iowa	r=0.67	20yrs	138
Northrop Grumman's stock price (NOC)	r=0.69	22yrs	136
The number of computer network architects in Iowa	r=0.73	11yrs	136
Visitors to SeaWorld California	r=-0.83	15yrs	134
The average number of likes on Extra History YouTube videos	r=0.79	12yrs	132
Global count of operating nuclear power plants	r=-0.58	43yrs	132
Age of Miss Earth Peagant winner	r=0.58	22yrs	130
The number of pest control workers in Iowa	r=0.63	20yrs	130
xkcd comics published about geography	r=0.59	17yrs	128
Liquefied petroleum gas used in France	r=-0.64	43yrs	126
Google searches for 'what is the FDIC'	r=0.69	20yrs	126
Total annual cinema attendance in the UK	r=-0.73	22yrs	126
Conoco Phillips' stock price (COP)	r=0.68	22yrs	125
Total likes of Extra History YouTube videos	r=0.77	12yrs	120
Liquefied petroleum gas used in Ireland	r=-0.63	43yrs	116
AutoZone's stock price (AZO)	r=0.68	22yrs	115
Liquefied petroleum gas used in Italy	r=-0.64	43yrs	106
Popularity of the first name Jason	r=0.56	43yrs	106
Aflac's stock price (AFL)	r=0.68	22yrs	105
Average length of Numberphile YouTube videos	r=0.72	13yrs	103
Cheniere Energy's stock price (LNG)	r=0.68	22yrs	95
Popularity of the first name Stefanie	r=0.55	43yrs	95
Google searches for 'cold shower'	r=0.64	20yrs	94
Total likes of 'Be Smart' science YouTube videos	r=0.72	11yrs	91
Fair Isaac's stock price (FICO)	r=0.68	22yrs	85
Popularity of the first name Lori	r=0.55	43yrs	85
Kerosene used in Italy	r=0.54	43yrs	84
Google searches for 'i have a headache'	r=0.5	20yrs	82
Total likes of The Game Theorists YouTube videos	r=0.67	15yrs	78
Popularity of the first name Jill	r=0.55	43yrs	75
O'Reilly Automotive's stock price (ORLY)	r=0.67	22yrs	74
Gasoline pumped in Guam	r=0.54	42yrs	72
Google searches for 'that is sus'	r=0.61	20yrs	69
Popularity of the first name Tammy	r=0.55	43yrs	65
Quanta Services' stock price (PWR)	r=0.67	22yrs	64
Average length of SmarterEveryDay YouTube videos	r=0.63	17yrs	64
Liquefied petroleum gas used in Netherlands Antilles	r=0.53	42yrs	61
Google searches for 'hail damage on roof'	r=0.61	19yrs	58
Popularity of the first name Jodie	r=0.55	43yrs	55
Deere & Company's stock price (DE)	r=0.66	22yrs	52
Kerosene used in U.S. Pacific Islands	r=0.53	42yrs	51
Average length of Computerphile YouTube videos	r=0.65	11yrs	50
Google searches for 'why do i have a migraine'	r=0.6	20yrs	48
Popularity of the first name Stacy	r=0.54	43yrs	44
The Progressive Corporation's stock price (PGR)	r=0.66	22yrs	42
Kerosene used in Netherlands	r=0.52	43yrs	40
Total comments on Steve Mould's YouTube videos	r=0.59	15yrs	36
Arthur J. Gallagher & Co.'s stock price (AJG)	r=0.66	22yrs	32
Popularity of the first name Heidi	r=0.53	43yrs	32
Kerosene used in Turkiye	r=0.51	43yrs	29
Total length of OverSimplified YouTube videos	r=0.71	7yrs	26
Archer-Daniels-Midland Company's stock price (ADM)	r=0.66	22yrs	22
Popularity of the first name Carrie	r=0.53	43yrs	22
Petroluem consumption in Hungary	r=0.5	43yrs	18
Popularity of the first name Tracy	r=0.53	43yrs	12
Average length of Casually Explained YouTube videos	r=0.66	9yrs	10
Popularity of the first name Regina	r=0.53	43yrs	2
Total length of SmarterEveryDay YouTube videos	r=0.53	17yrs	-2
Lockheed Martin's stock price (LMT)	r=0.64	22yrs	-3
Nuclear power generation in Spain	r=-0.59	42yrs	-6
Popularity of the first name Jermaine	r=0.53	43yrs	-8
The Hershey Company's stock price (HSY)	r=0.65	22yrs	-14
Liquefied petroleum gas used in United Kingdom	r=-0.61	43yrs	-16
Popularity of the first name Brad	r=0.53	43yrs	-18
Total likes of 3Blue1Brown YouTube videos	r=0.61	9yrs	-18
Elevance Health's stock price (ELV)	r=0.64	22yrs	-26
Popularity of the first name Misty	r=0.53	43yrs	-28
Hydopower energy generated in Fiji	r=-0.61	39yrs	-28
The average number of likes on 'Be Smart' science YouTube videos	r=0.59	11yrs	-28
Alnylam Pharmaceuticals' stock price (ALNY)	r=0.66	19yrs	-36
Popularity of the first name Jodi	r=0.53	43yrs	-38
Liquefied petroleum gas used in Japan	r=-0.6	43yrs	-38
Average length of Technology Connections YouTube videos	r=0.59	9yrs	-40
Popularity of the first name Cheryl	r=0.53	43yrs	-48
Liquefied petroleum gas used in Spain	r=-0.59	43yrs	-48
Popularity of the first name Beth	r=0.53	43yrs	-58
Liquefied petroleum gas used in Mexico	r=-0.58	43yrs	-60

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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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