Top variables that correlate with Air quality in Bemidji, Minnesota

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

Variable	Correlation	Years	Sys. Score
Liquefied petroleum gas used in Uzbekistan	r=0.98	30yrs	422
Liquefied petroleum gas used in Samoa	r=0.99	22yrs	415
Solar power generated in Kiribati	r=0.99	17yrs	413
Google searches for 'smol'	r=0.95	20yrs	410
Kimberly-Clark's stock price (KMB)	r=0.93	22yrs	398
Kroger's stock price (KR)	r=0.92	22yrs	398
Ryanair Holdings' stock price (RYAAY)	r=0.93	22yrs	398
Popularity of the 'this is fine' meme	r=0.94	18yrs	382
Solar power generated in Ecuador	r=0.98	17yrs	382
Popularity of the 'pepe' meme	r=0.92	18yrs	380
The number of Breweries in the United States	r=0.92	33yrs	374
Automotive recalls for issues with the Air Bags	r=0.9	33yrs	374
Google searches for 'dollar store near me'	r=0.9	20yrs	372
The number of public relations specialists in Minnesota	r=0.91	20yrs	372
Wind power generated in Philippines	r=0.98	17yrs	372
Global revenue generated by Adidas	r=0.91	17yrs	370
Hormel Foods' stock price (HRL)	r=0.93	22yrs	368
Javier Mascherano's International Match Count	r=0.9	14yrs	362
Google searches for 'flights to Antarctica'	r=0.85	20yrs	360
Solar power generated in Guinea	r=0.99	13yrs	359
The average number of likes on SmarterEveryDay YouTube videos	r=0.86	17yrs	358
Constellation Brands' stock price (STZ)	r=0.92	22yrs	356
Median US Household Income	r=0.86	32yrs	347
Wind power generated in Bangladesh	r=1	9yrs	346
Amgen's stock price (AMGN)	r=0.91	22yrs	344
Popularity of the 'this is fine' meme	r=0.88	18yrs	344
The number of statisticians in Minnesota	r=0.88	20yrs	340
The number of physical therapists in Minnesota	r=0.89	20yrs	340
US Wind Power Generation Capacity	r=0.86	23yrs	338
Total NBA League Revenue	r=0.86	21yrs	336
Revenue of US Broadcasting Industry	r=0.89	17yrs	336
Patents granted to Intel	r=0.92	12yrs	336
Adidas Group's Global Net Sales	r=0.86	23yrs	335
Total Revenue of the NFL Teams	r=0.86	20yrs	335
General Dynamics' stock price (GD)	r=0.91	22yrs	334
Annual Revenue of the Lego Group	r=0.85	20yrs	334
Popularity of the first name Warren	r=0.89	34yrs	332
Solar power generated in Aruba	r=0.95	12yrs	332
American-type cheese consumption	r=0.87	27yrs	331
Popularity of the first name Calvin	r=0.88	34yrs	330
Popularity of the first name Rosemary	r=0.88	34yrs	330
Average length of Tom Scott's YouTube videos	r=0.87	15yrs	328
Realty Income's stock price (O)	r=0.91	22yrs	324
Jet fuel used in South Sudan	r=0.97	10yrs	320
DTE Energy Company's stock price (DTE)	r=0.91	22yrs	314
Popularity of the 'drake' meme	r=0.87	18yrs	312
Google searches for 'spurious correlations'	r=0.88	20yrs	310
The number of postal service clerks in Minnesota	r=0.89	20yrs	310
Regeneron Pharmaceuticals' stock price (REGN)	r=0.9	22yrs	303
Popularity of the 'minions' meme	r=0.87	18yrs	302
Popularity of the first name Jolene	r=0.88	34yrs	300
Solar power generated in Canada	r=0.94	30yrs	298
The number of epidemiologists in Minnesota	r=0.89	19yrs	298
Google searches for 'Rachel and Ross'	r=0.89	16yrs	297
Biogen's stock price (BIIB)	r=0.9	22yrs	293
Popularity of the first name Harvey	r=0.88	34yrs	290
Solar power generated in Switzerland	r=0.92	32yrs	288
The number of occupational health and safety technicians in Minnesota	r=0.89	19yrs	288
Google searches for 'tummy ache'	r=0.86	20yrs	286
Delta Airlines' stock price (DAL)	r=0.93	16yrs	283
Popularity of the first name Rhett	r=0.87	34yrs	279
Google searches for 'sushi near me'	r=0.86	20yrs	276
The number of veterinarians in Minnesota	r=0.87	20yrs	276
Renewable energy production in Benin	r=0.94	26yrs	274
Markel's stock price (MKL)	r=0.91	22yrs	273
Popularity of the first name Clyde	r=0.87	34yrs	269
Automotive recalls issued by Mercedes-Benz USA	r=0.85	34yrs	267
The number of concierges in Minnesota	r=0.87	20yrs	266
Wind power generated in Canada	r=0.91	30yrs	264
The Travelers Companies' stock price (TRV)	r=0.9	22yrs	262
Automotive recalls issued by Volkswagen Group of America	r=0.81	34yrs	261
Popularity of the first name Joy	r=0.86	34yrs	258
The number of insurance sales agents in Minnesota	r=0.87	20yrs	256
Wind power generated in Faroe Islands	r=0.92	29yrs	254
Popularity of the first name Winston	r=0.86	34yrs	248
The number of maintenance and repair workers in Minnesota	r=0.87	20yrs	246
Wind power generated in Poland	r=0.93	27yrs	244
Popularity of the first name Conrad	r=0.86	34yrs	238
The number of operations research analysts in Minnesota	r=0.86	20yrs	235
Gasoline pumped in Cote d'Ivoire	r=0.91	33yrs	234
Popularity of the first name Myra	r=0.86	34yrs	228
The Walt Disney Company's stock price (DIS)	r=0.89	22yrs	226
The number of veterinary technologists and technicians in Minnesota	r=0.86	20yrs	225
Nuclear power generation in China	r=0.9	30yrs	222
Popularity of the first name Hazel	r=0.86	34yrs	218
Lockheed Martin's stock price (LMT)	r=0.89	22yrs	214
The number of customer service representatives in Minnesota	r=0.85	20yrs	214
Wind power generated in Peru	r=0.93	25yrs	212
Popularity of the first name Loretta	r=0.86	34yrs	208
Dollar Tree's stock price (DLTR)	r=0.89	22yrs	204
The number of insurance claims and policy processing clerks in Minnesota	r=0.85	20yrs	204
Biomass power generated in Thailand	r=0.92	27yrs	202
Popularity of the first name Ira	r=0.86	34yrs	198
The number of heating, air conditioning, and refrigeration mechanics and installers in Minnesota	r=0.85	20yrs	194
Becton, Dickinson and Company's stock price (BDX)	r=0.9	22yrs	193
Wind power generated in Morocco	r=0.92	22yrs	188
Popularity of the first name Rose	r=0.85	34yrs	186
The number of registered nurses in Minnesota	r=0.86	18yrs	183
Johnson & Johnson's stock price (JNJ)	r=0.89	22yrs	182
Popularity of the first name Roland	r=0.85	34yrs	176
Comcast's stock price (CMCSA)	r=0.89	22yrs	172

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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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