Top variables that correlate with Air pollution in Billings, Montana

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Data source: Environmental Protection Agency
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Air pollution in Billings, Montana correlates with...

Variable	Correlation	Years	Sys. Score
Kerosene used in Germany, West	r=0.96	8yrs	346
Biomass power generated in South Korea	r=0.87	27yrs	345
Solar power generated in Cyprus	r=0.89	17yrs	338
Google searches for 'do vaccines work'	r=0.86	19yrs	336
US edible fishery product imports	r=0.88	17yrs	335
Jet fuel used in Former Czechoslovakia	r=0.95	10yrs	307
Automotive recalls issued by Mercedes-Benz USA	r=0.79	40yrs	264
Automotive recalls issued by Porsche	r=0.71	40yrs	252
How geeky 'Be Smart' science YouTube video titles are	r=0.86	10yrs	246
Average SAT score in critical reading	r=0.72	33yrs	246
Global Payments' stock price (GPN)	r=0.81	21yrs	244
The marriage rate in Montana	r=0.8	23yrs	244
Automotive recalls issued by Volkswagen Group of America	r=0.64	40yrs	242
Sales of LP/Vinyl Albums	r=0.75	30yrs	232
Number of websites on the internet	r=0.76	28yrs	228
Median US Household Income	r=0.75	32yrs	226
The number of building inspectors in Montana	r=0.82	20yrs	224
How provocative PBS Space Time YouTube video titles are	r=0.86	8yrs	214
Automotive recalls issued by Hyundai Motor America	r=0.66	37yrs	212
The Walt Disney Company's stock price (DIS)	r=0.76	21yrs	210
Take-Two Interactive Software's stock price (TTWO)	r=0.78	21yrs	209
Solar power generated in United States	r=0.84	38yrs	206
Popularity of the first name Beau	r=0.7	40yrs	204
Popularity of the first name River	r=0.7	40yrs	204
Popularity of the first name Maverick	r=0.7	40yrs	204
Annual US household spending on major appliances	r=0.8	23yrs	204
US household spending on major appliances	r=0.79	23yrs	202
Google searches for 'Suez Canal'	r=0.82	19yrs	194
Google searches for 'suez canal'	r=0.81	19yrs	193
Solar power generated in South Korea	r=0.85	32yrs	192
Visitors to SeaWorld Florida	r=-0.92	15yrs	191
The number of heating, air conditioning, and refrigeration mechanics and installers in Montana	r=0.79	20yrs	190
The number of motorcycle mechanics in Montana	r=0.78	20yrs	188
Number of firearms manufactured in the US	r=0.64	36yrs	183
Number of Atlantic Hurricanes each year	r=0.75	16yrs	182
Biomass power generated in Turkiye	r=0.8	39yrs	182
Texas Rangers' American League West Division finish position	r=0.59	40yrs	180
The number of Breweries in the United States	r=0.71	33yrs	178
Seagen's stock price (SGEN)	r=0.78	21yrs	178
Average SAT score in math	r=0.6	33yrs	178
Average length of Mark Rober YouTube videos	r=0.82	12yrs	177
Automotive recalls for issues with the Air Bags	r=0.61	33yrs	176
Automotive recalls issued by Nissan North America	r=0.54	40yrs	176
Total likes of MinuteEarth YouTube videos	r=0.82	10yrs	175
Popularity of the first name Denver	r=0.7	40yrs	174
American cheese consumption	r=0.69	32yrs	174
American-type cheese consumption	r=0.72	27yrs	174
Cheddar cheese consumption	r=0.72	27yrs	174
Customer satisfaction with American Airlines	r=0.62	28yrs	174
Annual US household spending on household furnishings and equipment	r=0.78	23yrs	171
Total solar power generated globally	r=0.79	39yrs	170
Total number of automotive recalls	r=0.51	40yrs	169
Electronic Arts' stock price (EA)	r=0.77	21yrs	168
Popularity of the first name Waylon	r=0.7	40yrs	164
Solar power generated in China	r=0.83	32yrs	159
CoStar Group's stock price (CSGP)	r=0.77	21yrs	158
Popularity of the first name Theodore	r=0.69	40yrs	153
Wind power generated in Jordan	r=0.83	32yrs	149
Fair Isaac's stock price (FICO)	r=0.77	21yrs	148
Popularity of the first name Ruth	r=0.69	40yrs	143
Cream and Neufchatel cheese consumption	r=0.7	27yrs	140
Solar power generated in Sweden	r=0.85	29yrs	139
Autodesk's stock price (ADSK)	r=0.75	21yrs	134
Popularity of the first name Leon	r=0.69	40yrs	133
Average length of Vihart's YouTube videos	r=0.78	14yrs	133
Geothermal power generated in Turkiye	r=0.79	38yrs	129
Fidelity National Information Services' stock price (FIS)	r=0.75	21yrs	124
Popularity of the first name Rhett	r=0.69	40yrs	123
Average length of Deep Look YouTube videos	r=0.81	9yrs	122
Electricity generation in Niue	r=0.78	39yrs	118
NetEase's stock price (NTES)	r=0.75	21yrs	113
Popularity of the first name Brooks	r=0.69	40yrs	113
Solar power generated in Estonia	r=0.88	13yrs	112
Total length of Mark Rober YouTube videos	r=0.78	12yrs	111
Renewable energy production in South Africa	r=0.77	39yrs	107
Popularity of the first name Hugh	r=0.68	40yrs	102
Total likes of Steve Mould's YouTube videos	r=0.76	14yrs	100
Solar power generated in Australia	r=0.82	30yrs	96
Popularity of the first name Adonis	r=0.68	40yrs	92
T-Mobile Us' stock price (TMUS)	r=0.8	15yrs	86
Wind power generated in China	r=0.81	32yrs	86
Popularity of the first name Rosie	r=0.68	40yrs	82
Activision Blizzard's stock price (ATVI)	r=0.81	13yrs	76
Solar power generated in Austria	r=0.82	29yrs	74
Popularity of the first name Rosemary	r=0.67	40yrs	70
Amazon.com's stock price (AMZN)	r=0.73	21yrs	64
Wind power generated in Norway	r=0.81	30yrs	64
Popularity of the first name Ezekiel	r=0.67	40yrs	60
Comcast's stock price (CMCSA)	r=0.75	21yrs	54
Solar power generated in Brazil	r=0.83	25yrs	52
Popularity of the first name Octavia	r=0.67	40yrs	50
Walmart's stock price (WMT)	r=0.7	21yrs	43
Popularity of the first name Emilia	r=0.67	40yrs	40
Honeywell International's stock price (HON)	r=0.74	21yrs	33
Popularity of the first name Niko	r=0.67	40yrs	30
Fiserv's stock price (FI)	r=0.74	21yrs	23
Popularity of the first name Ira	r=0.67	40yrs	20
FedEx's stock price (FDX)	r=0.73	21yrs	13
Popularity of the first name Lorenzo	r=0.66	40yrs	8
Ryanair Holdings' stock price (RYAAY)	r=0.74	21yrs	3
Medtronic's stock price (MDT)	r=0.73	21yrs	-8

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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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