Top variables that correlate with Air quality in Duluth

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Data source: Environmental Protection Agency
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Air quality in Duluth correlates with...

Variable	Correlation	Years	Sys. Score
Google searches for 'President phone number'	r=0.85	20yrs	358
Google searches for 'headache remedies'	r=0.87	20yrs	338
The number of aerospace engineers in Minnesota	r=0.88	20yrs	338
The number of statisticians in Minnesota	r=0.86	20yrs	336
The number of medical assistants in Minnesota	r=0.87	20yrs	336
Wind power generated in Bulgaria	r=0.87	18yrs	336
Global revenue generated by Unilever Group	r=0.88	16yrs	334
China's Annual Passenger Car Production	r=0.86	18yrs	333
US Biomass Energy Production	r=0.86	17yrs	332
The number of customer service representatives in Minnesota	r=0.87	20yrs	306
Global Net Sales for Walmart	r=0.85	17yrs	300
Global sales revenue of elevators and escalators	r=0.92	7yrs	298
The number of industrial production managers in Minnesota	r=0.85	20yrs	294
Global revenue from elevator and escalator sales	r=0.92	7yrs	293
Amazon's Annual Outbound Shipping Expenditure in Millions	r=0.85	11yrs	272
How insightful MinuteEarth YouTube video titles are	r=0.88	11yrs	265
Google searches for 'how to immigrate to canada'	r=0.82	20yrs	250
Annual Revenue of the Lego Group	r=0.84	20yrs	227
Gasoline pumped in Timor-Leste	r=0.85	19yrs	226
Gasoline pumped in Colombia	r=0.68	42yrs	224
Popularity of the first name Hakeem	r=0.79	43yrs	221
Popularity of the first name Malcolm	r=0.78	43yrs	220
Popularity of the first name Storm	r=0.78	43yrs	220
Consumption of dry whole milk products	r=0.74	32yrs	212
Chunghwa Telecom Co.'s stock price (CHT)	r=0.76	20yrs	205
Bristol-Myers Squibb's stock price (BMY)	r=0.74	22yrs	204
Customer satisfaction with gas stations	r=0.7	27yrs	204
Global annual electricity generation	r=0.84	18yrs	195
Petroluem consumption in Zimbabwe	r=0.68	42yrs	194
NASA's budget appropriation	r=0.61	44yrs	192
Global revenue generated by Adidas	r=0.81	17yrs	190
Revenue of US Broadcasting Industry	r=0.81	17yrs	190
Total annual sales revenue of Ford Motors in Canada	r=0.78	19yrs	188
Verizon Communications' stock price (VZ)	r=0.72	22yrs	181
Hydopower energy generated in Togo	r=0.64	42yrs	180
The number of septic tank servicers and sewer pipe cleaners in Minnesota	r=0.85	20yrs	180
Popularity of the first name Conor	r=0.71	43yrs	179
Customer satisfaction with Motorola	r=0.72	18yrs	178
How insightful SmarterEveryDay YouTube video titles are	r=0.81	17yrs	176
Jet fuel used in Malta	r=0.65	42yrs	169
Popularity of the first name Denzel	r=0.7	43yrs	168
The number of marketing managers in Minnesota	r=0.85	20yrs	168
Google searches for 'how to make baby'	r=0.82	20yrs	166
Gasoline pumped in Zimbabwe	r=0.65	42yrs	159
Popularity of the first name Katlin	r=0.76	35yrs	158
The number of paralegals in Minnesota	r=0.85	18yrs	158
Google searches for 'tummy ache'	r=0.78	20yrs	150
Digital Realty Trust's stock price (DLR)	r=0.73	19yrs	150
Popularity of the first name Kaycee	r=0.7	43yrs	148
Liquefied petroleum gas used in Spain	r=0.63	43yrs	147
The number of pharmacy technicians in Minnesota	r=0.84	20yrs	147
Google searches for 'two day shipping'	r=0.78	20yrs	140
Equity Residential's stock price (EQR)	r=0.71	22yrs	140
Popularity of the first name Zachariah	r=0.69	43yrs	136
The number of OSHA specialists in Minnesota	r=0.84	19yrs	136
Google searches for 'scooby doo where are you'	r=0.78	20yrs	130
CVS stock price (CVS)	r=0.68	22yrs	128
The number of maintenance and repair workers in Minnesota	r=0.82	20yrs	124
Popularity of the first name Stormy	r=0.68	43yrs	124
Google searches for 'how to make baby'	r=0.77	20yrs	118
Baidu's stock price (BIDU)	r=0.72	18yrs	117
Wind power generated in Lithuania	r=0.84	18yrs	116
The number of machinists in Minnesota	r=0.82	20yrs	114
Popularity of the first name Kodi	r=0.68	43yrs	114
The Walt Disney Company's stock price (DIS)	r=0.66	22yrs	106
Popularity of the first name Ariel	r=0.67	43yrs	103
Biomass power generated in Solomon Islands	r=0.83	16yrs	103
Google searches for 'i have the flu'	r=0.72	20yrs	100
Dominion Energy's stock price (D)	r=0.69	22yrs	96
Popularity of the first name Emerald	r=0.67	43yrs	93
Petroluem consumption in Timor-Leste	r=0.82	19yrs	92
Google searches for 'i have a headache'	r=0.71	20yrs	89
Biogen's stock price (BIIB)	r=0.69	22yrs	86
Popularity of the first name Victoria	r=0.66	43yrs	82
Google searches for 'i cant even'	r=0.71	20yrs	79
Geothermal power generated in United States	r=0.62	42yrs	78
Trip.com Group's stock price (TCOM)	r=0.7	20yrs	76
The number of biochemists and biophysicists in Minnesota	r=0.83	19yrs	74
Popularity of the first name Raven	r=0.66	43yrs	72
Liquefied petroleum gas used in Maldives	r=0.8	18yrs	68
Intel's stock price (INTC)	r=0.68	22yrs	65
The number of registered nurses in Minnesota	r=0.83	18yrs	64
Popularity of the first name Kelsea	r=0.66	43yrs	62
Liquefied petroleum gas used in Portugal	r=0.62	43yrs	56
Popularity of the first name Dimitri	r=0.66	43yrs	52
The number of biolmedical engineers in Minnesota	r=0.83	16yrs	52
Gasoline pumped in Turkiye	r=0.61	43yrs	44
The number of logisticians in Minnesota	r=0.82	18yrs	42
Popularity of the first name Austen	r=0.65	43yrs	40
Nuclear power generation in United Kingdom	r=0.59	42yrs	33
The number of production, planning, and expediting clerks in Minnesota	r=0.8	20yrs	31
Popularity of the first name Najee	r=0.65	43yrs	30
Petroluem consumption in Mauritania	r=0.61	42yrs	23
The number of restaurant cooks in Minnesota	r=0.79	20yrs	20
Popularity of the first name Jamesha	r=0.67	38yrs	18
Fossil fuel use in Guinea-Bissau	r=0.58	42yrs	12
The number of personal financial advisors in Minnesota	r=0.78	20yrs	8
Popularity of the first name Marcel	r=0.63	43yrs	7
Liquefied petroleum gas used in Zambia	r=0.6	42yrs	2
The number of veterinarians in Minnesota	r=0.78	20yrs	-2
Nuclear power generation in Argentina	r=0.57	42yrs	-10

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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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