Top variables that correlate with Air pollution in Columbus, Indiana

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

Variable	Correlation	Years	Sys. Score
Amazon's shipping revenue in millions of dollars	r=0.93	11yrs	334
Amazon's Annual Outbound Shipping Expenditure in Millions	r=0.9	11yrs	279
Global annual sales of the Xbox 360	r=0.85	10yrs	258
Gasoline pumped in Somalia	r=0.8	33yrs	232
Gasoline pumped in Faroe Islands	r=0.79	33yrs	231
Google searches for 'ice bath'	r=0.83	20yrs	227
Petroluem consumption in Romania	r=0.76	33yrs	226
McKesson's stock price (MCK)	r=0.79	22yrs	212
Popularity of the first name Cecily	r=0.77	34yrs	209
Popularity of the first name Akeem	r=0.73	34yrs	203
Average number of milk cows in the United States	r=0.62	34yrs	201
Popularity of the first name Jana	r=0.69	34yrs	197
The average number of likes on Extra History YouTube videos	r=0.85	12yrs	196
Total likes of Extra History YouTube videos	r=0.84	12yrs	195
Petroluem consumption in Bulgaria	r=0.71	33yrs	189
Alnylam Pharmaceuticals' stock price (ALNY)	r=0.74	19yrs	181
Automotive recalls issued by Toyota	r=0.68	23yrs	180
Cheniere Energy's stock price (LNG)	r=0.7	22yrs	178
Total likes of 'Be Smart' science YouTube videos	r=0.81	11yrs	174
Popularity of the first name Latoya	r=0.69	34yrs	167
Number of websites on the internet	r=0.63	28yrs	158
Number of times 2 was a winning Mega Millions number	r=0.66	19yrs	157
Google searches for 'how to move to europe'	r=0.62	20yrs	156
The number of lifeguards and ski patrol in Indiana	r=0.7	19yrs	155
Number of times 9 was a winning Mega Millions number	r=0.62	19yrs	151
General Mills' stock price (GIS)	r=0.69	22yrs	148
Number of times 4 was a winning Mega Millions number	r=0.59	19yrs	146
xkcd comics published about engineering	r=0.71	17yrs	146
The number of movies Bryce Dallas Howard appeared in	r=0.7	23yrs	146
Number of times 1 was a winning Mega Millions number	r=0.58	19yrs	145
Javier Mascherano's International Match Count	r=0.78	14yrs	144
Number of times 13 was a winning Mega Millions number	r=0.54	22yrs	142
Customer satisfaction with HuffPost	r=0.62	11yrs	142
Kerosene used in Switzerland	r=0.64	34yrs	140
Google searches for 'what is the FDIC'	r=0.68	20yrs	140
The number of movies Tyrese Gibson appeared in	r=0.65	24yrs	140
Average viewer count per season of "How I Met Your Mother"	r=0.74	9yrs	139
Customer satisfaction with Dillard's	r=0.49	27yrs	138
Eli Lilly and Company's stock price (LLY)	r=0.68	22yrs	135
Number of edits to the Wikipedia article for Zagreus	r=0.49	21yrs	135
Total likes of Mark Rober YouTube videos	r=0.72	13yrs	133
Number of internet users	r=0.59	24yrs	132
The number of tax preparers in Indiana	r=0.64	20yrs	132
Customer satisfaction with NYTimes.com	r=0.48	20yrs	130
xkcd comics published about geography	r=0.61	17yrs	130
Petroluem consumption in Saint Pierre and Miquelon	r=0.64	33yrs	128
Northrop Grumman's stock price (NOC)	r=0.67	22yrs	124
Popularity of the first name Pierre	r=0.67	34yrs	124
Archer-Daniels-Midland Company's stock price (ADM)	r=0.67	22yrs	114
Average length of LEMMiNO YouTube videos	r=0.67	12yrs	114
Popularity of the first name Infant	r=0.66	33yrs	112
Genuine Parts Company's stock price (GPC)	r=0.67	22yrs	104
Total likes of The Game Theorists YouTube videos	r=0.64	15yrs	103
Popularity of the first name Lamar	r=0.66	34yrs	102
Biomass power generated in Uganda	r=0.71	22yrs	101
The number of movies Gal Gadot appeared in	r=0.75	15yrs	101
Google searches for 'i cant even'	r=0.48	20yrs	100
Regeneron Pharmaceuticals' stock price (REGN)	r=0.66	22yrs	92
Popularity of the first name Bruce	r=0.65	34yrs	91
Total likes of MrBeast's YouTube videos	r=0.64	12yrs	90
Season rating of "Two and a Half Men"	r=0.67	12yrs	90
Google searches for 'cold shower'	r=0.61	20yrs	89
Jet fuel used in Namibia	r=0.63	32yrs	86
Cigna's stock price (CI)	r=0.66	22yrs	82
Popularity of the first name Eileen	r=0.65	34yrs	81
Total likes of Steve Mould's YouTube videos	r=0.61	15yrs	78
Kerosene used in Pakistan	r=0.61	33yrs	74
Valero Energy's stock price (VLO)	r=0.66	22yrs	72
Popularity of the first name Roxanne	r=0.65	34yrs	71
Jet fuel used in Afghanistan	r=0.59	33yrs	61
Popularity of the first name Russell	r=0.64	34yrs	60
Average length of Numberphile YouTube videos	r=0.56	13yrs	59
Gasoline pumped in Bulgaria	r=0.59	33yrs	51
Popularity of the first name Leanna	r=0.64	34yrs	50
Conoco Phillips' stock price (COP)	r=0.65	22yrs	46
How provocative MinuteEarth YouTube video titles are	r=0.8	11yrs	43
Popularity of the first name Mindy	r=0.64	34yrs	40
Wind power generated in Faroe Islands	r=0.59	29yrs	40
AutoZone's stock price (AZO)	r=0.65	22yrs	36
Popularity of the first name Betty	r=0.64	34yrs	30
Gasoline pumped in Hungary	r=0.58	34yrs	30
Quanta Services' stock price (PWR)	r=0.65	22yrs	26
Popularity of the first name Traci	r=0.64	34yrs	20
Kerosene used in Mexico	r=0.58	31yrs	18
Cardinal Health's stock price (CAH)	r=0.65	22yrs	16
Popularity of the first name Candice	r=0.63	34yrs	8
Kerosene used in Namibia	r=0.58	32yrs	8
Arch Capital Group's stock price (ACGL)	r=0.64	22yrs	4
Popularity of the first name Constance	r=0.63	34yrs	-2
Liquefied petroleum gas used in Latvia	r=0.57	31yrs	-4
General Dynamics' stock price (GD)	r=0.63	22yrs	-8
Popularity of the first name George	r=0.62	34yrs	-14
Kerosene used in Ecuador	r=0.55	33yrs	-15
O'Reilly Automotive's stock price (ORLY)	r=0.63	22yrs	-18
Popularity of the first name Latasha	r=0.62	34yrs	-24
Jet fuel used in Eswatini	r=0.55	33yrs	-25
Kroger's stock price (KR)	r=0.62	22yrs	-28
Deere & Company's stock price (DE)	r=0.62	22yrs	-39
Biomass power generated in Nigeria	r=0.62	22yrs	-48
Popularity of the first name Joyce	r=0.61	34yrs	-55
Electricity generation in Guam	r=-0.64	33yrs	-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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