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
Petroluem consumption in Switzerland	r=0.68	32yrs	184
Petroluem consumption in United Kingdom	r=0.67	32yrs	182
Kerosene used in Djibouti	r=0.65	31yrs	178
Burglary rates in the US	r=0.61	32yrs	162
Popularity of the first name Karly	r=0.66	32yrs	160
Popularity of the first name Allison	r=0.64	32yrs	158
Popularity of the first name Alyson	r=0.64	32yrs	158
NASA's budget as a percentage of the total US Federal Budget	r=0.57	33yrs	156
Automotive recalls issued by Mercedes-Benz USA	r=-0.67	32yrs	154
Arson in United States	r=0.56	32yrs	154
Emmy Awards Ceremony viewership	r=0.6	32yrs	153
Movie ticket sales in the U.S. and Canada by year	r=0.59	32yrs	152
Remaining Forest Cover in the Brazilian Amazon	r=0.55	32yrs	152
Milk-fat consumption	r=-0.71	31yrs	150
Cream and Neufchatel cheese consumption	r=-0.75	27yrs	150
The marriage rate in Montana	r=-0.76	23yrs	150
Visitors to SeaWorld Florida	r=0.63	15yrs	148
Customer satisfaction with Frontier Communications	r=0.55	28yrs	148
Petroluem consumption in Germany	r=0.63	32yrs	146
Milk consumption	r=0.63	31yrs	146
Violent crime rates	r=0.45	32yrs	143
Visitors to SeaWorld California	r=0.55	15yrs	138
Customer satisfaction with Whirlpool	r=0.48	28yrs	138
The average number of likes on 3Blue1Brown YouTube videos	r=0.65	9yrs	138
Visitors to Disneyland	r=0.57	15yrs	136
Automotive recalls for issues with Vehicle Speed Control	r=0.45	32yrs	136
Customer satisfaction with UPS	r=0.47	28yrs	136
MTV VMA Viewer Count	r=0.64	23yrs	135
Viewership count for Days of Our Lives	r=0.55	31yrs	134
Total annual cinema attendance in the UK	r=0.64	22yrs	134
The divorce rate in Montana	r=0.49	23yrs	134
Customer satisfaction with FedEx	r=0.46	28yrs	134
Bankruptcy filings in the US	r=0.58	24yrs	133
Cigarette Smoking Rate for US adults	r=0.63	21yrs	132
Customer satisfaction with Twitter	r=0.63	10yrs	132
Number of firearms manufactured in the US	r=-0.69	31yrs	131
How clickbait-y 3Blue1Brown YouTube video titles are	r=0.8	9yrs	131
Median US Household Income	r=-0.68	31yrs	130
Automotive recalls issued by Nissan North America	r=-0.62	32yrs	130
Automotive recalls issued by Hyundai Motor America	r=-0.62	32yrs	130
Hydopower energy generated in Guinea	r=-0.74	31yrs	128
Popularity of the first name Eunice	r=0.64	32yrs	128
Total number of automotive recalls	r=-0.63	32yrs	128
Automotive recalls for issues with the Tires	r=-0.61	32yrs	124
Automotive recalls issued by Volkswagen Group of America	r=-0.57	32yrs	124
Total likes of 3Blue1Brown YouTube videos	r=0.55	9yrs	124
Google searches for 'how to make charts'	r=0.59	17yrs	123
xkcd comics published about literature	r=0.56	17yrs	123
Automotive recalls for issues with the Electrical System	r=-0.59	32yrs	122
Automotive recalls for issues with the Air Bags	r=-0.57	32yrs	120
Divorce rates in the United Kingdom	r=0.53	22yrs	119
Electricity generation in Norway	r=-0.74	31yrs	118
The number of library assistants in Montana	r=0.55	20yrs	118
The number of receptionists in Montana	r=0.53	20yrs	117
The number of machinists in Montana	r=0.54	20yrs	117
Popularity of the first name Annmarie	r=0.63	32yrs	116
Visitors to Disney Worlds Magic Kingdom	r=0.5	15yrs	116
Sherbet consumption	r=0.6	31yrs	110
Electricity generation in Dominica	r=-0.73	31yrs	106
Popularity of the first name Kendell	r=0.63	32yrs	106
Robberies in the US	r=0.54	32yrs	106
Fossil fuel use in Dominica	r=-0.73	31yrs	96
How clickbait-y minutephysics YouTube video titles are	r=0.72	13yrs	93
Burglaries in Montana	r=0.5	32yrs	90
Average milk produced per cow in the US	r=-0.61	32yrs	87
Electricity generation in Guinea	r=-0.72	31yrs	86
Popularity of the first name Gianna	r=-0.7	32yrs	82
US Annual Tax Revenue	r=-0.68	31yrs	80
Electricity generation in Liberia	r=-0.73	31yrs	76
Motor vehicle thefts	r=0.47	32yrs	76
US birth rates of triplets or more	r=0.56	20yrs	73
US production of fluid beverage milk	r=0.56	22yrs	72
Intel Corporation's annual revenue	r=-0.65	32yrs	68
Wind power generated in Norway	r=-0.73	30yrs	66
Popularity of the first name Alexander	r=0.63	32yrs	66
Number of Grand Slam Finals Played by Rafael Nadal	r=0.63	18yrs	63
US dairy skim solids used to produce milk fat and skim solids byproduct fluid beverage milk	r=0.55	22yrs	59
Popularity of the first name Valarie	r=0.63	32yrs	56
Wind power generated in Jordan	r=-0.71	31yrs	54
Academy Awards Ceremony Audience Size	r=0.56	23yrs	53
US Employment Rate	r=0.49	32yrs	47
Electricity generation in Niue	r=-0.71	31yrs	44
Popularity of the first name William	r=0.62	32yrs	44
NCAA Women's Ice Hockey National Championship Winner's Score	r=0.54	22yrs	39
Hydopower energy generated in Panama	r=-0.71	31yrs	34
Popularity of the first name Carly	r=0.62	32yrs	34
Solar power generated in South Korea	r=-0.71	31yrs	24
Popularity of the first name Julianne	r=0.62	32yrs	24
Biomass power generated in Turkiye	r=-0.7	31yrs	14
Popularity of the first name Brenton	r=0.62	32yrs	14
Popularity of the first name Paige	r=0.61	32yrs	3
Liquefied petroleum gas used in Vietnam	r=-0.72	31yrs	2
Popularity of the first name Alison	r=0.61	32yrs	-7
Liquefied petroleum gas used in Japan	r=0.63	32yrs	-14
Popularity of the first name Kelvin	r=0.61	32yrs	-17
Kerosene used in India	r=0.63	31yrs	-25
Popularity of the first name Cayla	r=0.61	32yrs	-27
Fossil fuel use in Denmark	r=0.6	31yrs	-36
Popularity of the first name Mollie	r=0.61	32yrs	-37
Popularity of the first name Kalyn	r=0.61	32yrs	-47
Popularity of the first name Kalin	r=0.61	32yrs	-57

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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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