Top variables that correlate with Air pollution in Bemidji, Minnesota

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Data source: Environmental Protection Agency
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Air pollution in Bemidji, Minnesota correlates with...

Variable	Correlation	Years	Sys. Score
Biomass power generated in South Korea	r=0.95	27yrs	417
Wind power generated in China	r=0.91	32yrs	386
Renewable energy production in South Africa	r=0.9	33yrs	386
US edible fishery product imports	r=0.93	17yrs	372
Solar power generated in China	r=0.9	32yrs	354
Number of websites on the internet	r=0.87	28yrs	349
Solar power generated in Austria	r=0.91	29yrs	343
The number of epidemiologists in Minnesota	r=0.87	19yrs	336
Total Revenue of the NFL Teams	r=0.86	20yrs	335
The number of registered nurses in Minnesota	r=0.87	18yrs	334
Javier Mascherano's International Match Count	r=0.9	14yrs	332
Total likes of Mark Rober YouTube videos	r=0.89	13yrs	328
Solar power generated in South Africa	r=0.93	20yrs	327
Restaurant spending in Minnesota	r=0.87	24yrs	322
Wind power generated in South Africa	r=0.93	19yrs	316
Wind power generated in Chile	r=0.91	21yrs	305
Solar power generated in Cyprus	r=0.92	17yrs	292
Amazon's shipping revenue in millions of dollars	r=0.88	11yrs	276
Solar power generated in Switzerland	r=0.9	32yrs	264
Automotive recalls issued by Mercedes-Benz USA	r=0.83	34yrs	264
Automotive recalls for issues with the Air Bags	r=0.82	33yrs	257
Automotive recalls issued by Porsche	r=0.77	34yrs	255
Solar power generated in South Korea	r=0.89	32yrs	253
Lockheed Martin's stock price (LMT)	r=0.82	22yrs	249
Cigna's stock price (CI)	r=0.84	22yrs	249
Northrop Grumman's stock price (NOC)	r=0.83	22yrs	248
Average SAT score in critical reading	r=0.72	33yrs	246
Automotive recalls issued by Volkswagen Group of America	r=0.69	34yrs	243
Renewable energy production in Cook Islands	r=0.89	30yrs	241
Median US Household Income	r=0.85	32yrs	240
Solar power generated in Cook Islands	r=0.89	30yrs	231
Sales of LP/Vinyl Albums	r=0.74	30yrs	231
Texas Rangers' American League West Division finish position	r=0.76	34yrs	229
US Shoe Store Sales	r=0.78	30yrs	228
The number of surgical technologists in Minnesota	r=0.84	20yrs	227
Gender pay gap in the U.S.	r=0.72	32yrs	224
US milk fat used to produce cheese (excluding cottage cheese)	r=0.8	22yrs	223
US milk fat used to produce dry milk products	r=0.8	22yrs	223
American-type cheese consumption	r=0.85	27yrs	223
Solar power generated in United States	r=0.87	33yrs	221
Christmas Price Index in the United States	r=0.72	31yrs	220
Total likes of The Game Theorists YouTube videos	r=0.85	15yrs	220
Total likes of Steve Mould's YouTube videos	r=0.84	15yrs	218
Vertex Pharmaceuticals' stock price (VRTX)	r=0.81	22yrs	214
Popularity of the first name Jolene	r=0.8	34yrs	214
Total solar power generated globally	r=0.86	33yrs	210
Popularity of the first name Rhett	r=0.78	34yrs	210
Popularity of the first name Joelle	r=0.78	34yrs	210
Customer satisfaction with American Airlines	r=0.73	28yrs	210
The Progressive Corporation's stock price (PGR)	r=0.81	22yrs	204
Average SAT score in math	r=0.63	33yrs	203
Food spending in Minnesota	r=0.79	24yrs	202
Annual US household spending on major appliances	r=0.79	23yrs	202
Customer satisfaction with Delta Airlines	r=0.67	28yrs	201
Solar power generated in Canada	r=0.88	30yrs	200
Google searches for 'ice bath'	r=0.82	20yrs	196
Monster Beverage's stock price (MNST)	r=0.81	22yrs	194
Revenue of US Broadcasting Industry	r=0.84	17yrs	194
Nuclear power generation in China	r=0.88	30yrs	190
American cheese consumption	r=0.8	32yrs	190
Arch Capital Group's stock price (ACGL)	r=0.8	22yrs	183
Popularity of the first name Wade	r=0.77	34yrs	179
Wind power generated in Jordan	r=0.86	32yrs	178
Butter consumption	r=0.77	32yrs	176
Fair Isaac's stock price (FICO)	r=0.8	22yrs	173
Popularity of the first name Rosemary	r=0.77	34yrs	169
Geothermal power generated in Turkiye	r=0.85	33yrs	168
Cheddar cheese consumption	r=0.8	27yrs	166
The Travelers Companies' stock price (TRV)	r=0.8	22yrs	162
The number of Breweries in the United States	r=0.79	33yrs	160
Popularity of the first name Winston	r=0.77	34yrs	159
Renewable energy production in Belarus	r=0.86	30yrs	156
Milk-fat consumption	r=0.76	32yrs	154
Popularity of the first name Conrad	r=0.77	34yrs	149
Cream and Neufchatel cheese consumption	r=0.76	27yrs	140
Popularity of the first name Calvin	r=0.76	34yrs	138
Popularity of the first name Joy	r=0.76	34yrs	128
Natural cheese consumption	r=0.77	27yrs	124
Johnson & Johnson's stock price (JNJ)	r=0.79	22yrs	122
Popularity of the first name Warren	r=0.76	34yrs	118
Humana's stock price (HUM)	r=0.79	22yrs	112
US average milk-fat content of cheese (other than cottage cheese)	r=0.8	22yrs	110
Popularity of the first name Hugh	r=0.76	34yrs	108
Walmart's stock price (WMT)	r=0.74	22yrs	100
Popularity of the first name Louisa	r=0.76	34yrs	98
Merck & Co.'s stock price (MRK)	r=0.78	22yrs	90
Popularity of the first name Rose	r=0.75	34yrs	86
Amgen's stock price (AMGN)	r=0.78	22yrs	80
Popularity of the first name Emilia	r=0.75	34yrs	76
Honeywell International's stock price (HON)	r=0.78	22yrs	70
Popularity of the first name Remington	r=0.75	34yrs	66
Deere & Company's stock price (DE)	r=0.78	22yrs	60
Popularity of the first name Maverick	r=0.75	34yrs	56
Chubb's stock price (CB)	r=0.78	22yrs	50
Popularity of the first name Barrett	r=0.75	34yrs	46
O'Reilly Automotive's stock price (ORLY)	r=0.78	22yrs	40
Popularity of the first name Amalia	r=0.75	34yrs	36
The Hershey Company's stock price (HSY)	r=0.78	22yrs	30
Popularity of the first name Ira	r=0.75	34yrs	26
General Mills' stock price (GIS)	r=0.77	22yrs	20
Popularity of the first name Remy	r=0.75	34yrs	16

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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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