Top variables that correlate with Air quality in Bozeman, Montana

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Data source: Environmental Protection Agency
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Air quality in Bozeman, Montana correlates with...

Variable	Correlation	Years	Sys. Score
Popularity of the first name Hope	r=0.71	32yrs	198
Total annual sales of Ford Motors in the United States	r=0.74	23yrs	182
Electricity generation in Jamaica	r=0.65	31yrs	181
Popularity of the first name Caroline	r=0.68	32yrs	164
Popularity of the first name Serena	r=0.67	32yrs	162
Geothermal power generated in Japan	r=0.63	31yrs	158
Asthma prevalence in American children	r=-0.83	17yrs	156
Kerosene used in Nepal	r=0.63	31yrs	155
Average length of Numberphile YouTube videos	r=0.66	13yrs	154
Total length of Numberphile YouTube videos	r=0.66	13yrs	154
Number of edits to the Wikipedia article for Persephone	r=-0.77	22yrs	154
Automotive recalls issued by Volvo Trucks North America	r=0.53	32yrs	152
Google searches for 'how to immigrate to norway'	r=0.6	20yrs	152
xkcd comics published about astronomy	r=0.75	15yrs	150
Total likes of The Game Theorists YouTube videos	r=0.6	15yrs	147
Disney movies released	r=0.64	23yrs	142
Philip Morris International's stock price (PM)	r=0.6	15yrs	141
US household spending on new cars	r=0.71	23yrs	140
US household spending on vehicle purchaes	r=0.7	23yrs	139
Automotive recalls for issues with the Fuel System, Gasoline	r=0.47	32yrs	138
Google searches for 'white house hotline'	r=0.52	20yrs	138
The number of movies Christopher Walken appeared in	r=0.6	30yrs	138
US household spending on transportation	r=0.68	23yrs	136
US Barley Production Volume	r=0.63	23yrs	134
Johnson Controls International's stock price (JCI)	r=0.51	22yrs	134
Andy Roddick's ATP tournament wins	r=0.72	12yrs	133
Annual sales of the U.S. auto industry	r=0.61	24yrs	132
Google searches for 'how to immigrate to switzerland'	r=0.47	20yrs	132
Pfizer's stock price (PFE)	r=0.49	22yrs	132
The number of prepress technicians and workers in Montana	r=0.65	19yrs	132
The number of blender tenders in Montana	r=-0.83	17yrs	131
xkcd comics published about geography	r=0.61	17yrs	130
Value of the Victoria's Secret Annual Fantasy Bra	r=0.59	24yrs	128
Car crashes in the US	r=0.61	24yrs	128
The number of postsecondary art, drama, and music teachers in Montana	r=-0.79	18yrs	128
US Motorcycle Manufacturing Industry Revenue	r=0.67	12yrs	126
Number of Slot Machines in Nevada	r=0.46	32yrs	124
Physical album shipment volume in the United States	r=0.56	24yrs	124
Customer satisfaction with Southwest Airlines	r=-0.63	28yrs	124
Popularity of the 'drake' meme	r=0.55	18yrs	124
US Employment Rate	r=0.5	32yrs	123
Customer satisfaction with JCPenney	r=-0.63	27yrs	122
Customer satisfaction with Publix	r=-0.62	27yrs	122
Customer satisfaction with Kroger	r=-0.63	27yrs	122
Jet fuel used in Barbados	r=0.61	31yrs	122
Patents granted to AT&T	r=0.62	12yrs	121
Number of Samsung Electronics Employees Worldwide	r=0.6	14yrs	120
US milk fat used to produce cottage cheese	r=0.54	22yrs	119
xkcd comics published about engineering	r=0.53	17yrs	118
The average number of likes on The Game Theorists YouTube videos	r=0.59	15yrs	116
Kerosene used in El Salvador	r=0.58	31yrs	108
Popularity of the first name Nina	r=0.63	32yrs	106
Google searches for 'male pattern baldness'	r=0.63	20yrs	102
Jet fuel used in Gabon	r=0.57	31yrs	96
Lennar's stock price (LEN.B)	r=0.46	20yrs	95
Popularity of the first name Celeste	r=0.61	32yrs	93
The number of automotive body repairers in Montana	r=0.57	20yrs	91
How clickbait-y OverSimplified YouTube video titles are	r=0.81	7yrs	90
Google searches for 'how to treat internal bleeding'	r=0.6	20yrs	88
Ameriprise Financial's stock price (AMP)	r=0.47	18yrs	84
Popularity of the first name Shania	r=0.6	32yrs	82
The number of landscape architects in Montana	r=0.58	17yrs	80
Google searches for 'humble pi'	r=0.58	20yrs	74
Total likes of MrBeast's YouTube videos	r=0.53	12yrs	74
Wind power generated in Dominica	r=0.69	13yrs	74
Popularity of the first name Hanna	r=0.6	32yrs	72
The number of farm equipment mechanics in Montana	r=0.6	13yrs	69
Ulta Beauty's stock price (ULTA)	r=0.49	16yrs	66
Popularity of the first name Odalys	r=0.6	32yrs	62
Solar power generated in Bulgaria	r=0.68	13yrs	62
The average number of likes on SmarterEveryDay YouTube videos	r=0.47	17yrs	60
The number of food service managers in Montana	r=0.54	20yrs	57
Popularity of the first name Nautica	r=0.61	31yrs	52
Nuclear power generation in Bulgaria	r=0.55	31yrs	51
Total length of Tom Scott's YouTube videos	r=0.47	15yrs	48
The number of chefs and head cooks in Montana	r=0.54	20yrs	47
Popularity of the first name Hunter	r=0.59	32yrs	40
Solar power generated in Libya	r=0.67	12yrs	40
Average length of SmarterEveryDay YouTube videos	r=0.46	17yrs	38
Popularity of the first name Keyshawn	r=0.59	32yrs	30
Total likes of MinuteEarth YouTube videos	r=-0.85	11yrs	28
Jet fuel used in Uzbekistan	r=0.55	30yrs	27
How clickbait-y 'Be Smart' science YouTube video titles are	r=0.7	11yrs	18
Popularity of the first name Cassidy	r=0.58	32yrs	18
Nuclear power generation in Sweden	r=0.52	31yrs	16
Popularity of the first name Gillian	r=0.58	32yrs	8
Liquefied petroleum gas used in Ethiopia	r=-0.65	31yrs	6
Popularity of the first name Alize	r=0.58	32yrs	-2
Kerosene used in Cameroon	r=0.53	31yrs	-5
Popularity of the first name Daija	r=0.58	32yrs	-12
Jet fuel used in U.S. Pacific Islands	r=0.53	31yrs	-15
Popularity of the first name Nia	r=0.57	32yrs	-23
Liquefied petroleum gas used in Bermuda	r=0.52	31yrs	-26
Popularity of the first name Tamia	r=0.57	32yrs	-33
Jet fuel used in Montenegro	r=0.62	16yrs	-36
Popularity of the first name Esperanza	r=0.57	32yrs	-43
Liquefied petroleum gas used in Portugal	r=0.52	32yrs	-46
Popularity of the first name Coby	r=0.57	32yrs	-53
Jet fuel used in United States	r=0.51	32yrs	-57
Popularity of the first name Sydney	r=0.56	32yrs	-64
Biomass power generated in Eswatini	r=0.55	22yrs	-68

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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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