Top variables that correlate with Air quality in Rochester, Minnesota

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

Variable	Correlation	Years	Sys. Score
Solar power generated in Romania	r=0.95	13yrs	403
Biomass power generated in Latvia	r=0.91	21yrs	375
Number of Walmart stores worldwide	r=0.93	15yrs	374
Biomass power generated in Lithuania	r=0.9	21yrs	374
Percentage of Americans with social media profiles	r=0.94	14yrs	372
The number of secretaries in Minnesota	r=0.92	13yrs	368
The number of statisticians in Minnesota	r=0.89	20yrs	341
Petroluem consumption in Timor-Leste	r=0.91	19yrs	340
Viewership of "The Big Bang Theory"	r=0.91	12yrs	339
Global Apple iPhone Sales in Q3	r=0.93	12yrs	338
The number of marketing managers in Minnesota	r=0.88	20yrs	338
Total Revenue of the NFL Teams	r=0.87	20yrs	336
China's Annual Passenger Car Production	r=0.87	18yrs	334
Revenue of US Broadcasting Industry	r=0.86	17yrs	332
Hispanic cheese consumption	r=0.87	26yrs	330
Customer satisfaction with TJ Maxx	r=0.87	14yrs	322
The number of athletic trainers in Minnesota	r=0.88	20yrs	308
Petroluem consumption in Palestinian Territories	r=0.89	25yrs	303
Global revenue generated by Unilever Group	r=0.85	16yrs	300
The number of customer service representatives in Minnesota	r=0.88	20yrs	298
Kerosene used in Falkland Islands	r=0.87	26yrs	291
The number of septic tank servicers and sewer pipe cleaners in Minnesota	r=0.86	20yrs	286
Patents granted to LG Electronics	r=0.89	12yrs	282
Solar power generated in Greece	r=0.9	18yrs	280
Patents granted to Apple	r=0.87	12yrs	278
Amazon's Annual Outbound Shipping Expenditure in Millions	r=0.88	11yrs	276
The number of industrial production managers in Minnesota	r=0.86	20yrs	275
Amazon's shipping revenue in millions of dollars	r=0.86	11yrs	273
Solar power generated in Angola	r=0.93	12yrs	269
The number of biochemists and biophysicists in Minnesota	r=0.86	19yrs	264
Solar power generated in Aruba	r=0.92	12yrs	258
The number of medical assistants in Minnesota	r=0.85	20yrs	254
Dominion Energy's stock price (D)	r=0.83	22yrs	248
Wind power generated in Bulgaria	r=0.87	18yrs	246
3M Company's stock price (MMM)	r=0.8	22yrs	243
Simon Property Group's stock price (SPG)	r=0.8	22yrs	243
Solar power generated in North Macedonia	r=0.92	11yrs	236
Ticket prices at North American movie theaters	r=0.83	22yrs	230
Economic output of Washington metro area	r=0.84	21yrs	228
Annual Revenue of the Lego Group	r=0.85	20yrs	228
Google searches for 'two day shipping'	r=0.82	20yrs	226
Solar power generated in Belgium	r=0.86	18yrs	224
US milk fat used to produce sour cream	r=0.81	22yrs	224
US dairy skim solids used to produce sour cream	r=0.81	22yrs	223
Biomass power generated in Burma	r=0.86	17yrs	214
GMO use in soybeans in Minnesota	r=0.83	23yrs	214
GMO use in soybeans	r=0.83	23yrs	214
GMO use in soybeans in Minnesota	r=0.83	23yrs	214
Biogen's stock price (BIIB)	r=0.8	22yrs	213
Customer satisfaction with Dillard's	r=0.74	27yrs	210
Customer satisfaction with Sam's Club	r=0.72	25yrs	206
Annual US household spending on telephone services	r=0.81	23yrs	206
Wind power generated in Lithuania	r=0.86	18yrs	204
Food spending in Minnesota	r=0.78	24yrs	200
Grocery store spend in Minnesota	r=0.78	24yrs	200
The distance between Saturn and the Sun	r=0.62	44yrs	200
The distance between Saturn and Earth	r=0.62	44yrs	200
The distance between Saturn and the moon	r=0.62	44yrs	200
Gasoline pumped in Timor-Leste	r=0.87	19yrs	194
Google searches for 'headache remedies'	r=0.81	20yrs	194
Google searches for 'funny cat videos'	r=0.81	20yrs	194
Global Net Sales for Walmart	r=0.82	17yrs	191
GMO use in soybeans	r=0.83	23yrs	184
The Walt Disney Company's stock price (DIS)	r=0.78	22yrs	174
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.8	22yrs	172
GMO use in cotton	r=0.82	23yrs	170
Cognizant Technology Solutions' stock price (CTSH)	r=0.79	22yrs	162
Google searches for 'how to make baby'	r=0.79	20yrs	161
US average milk-fat content of sour cream	r=0.8	22yrs	160
Solar power generated in Bulgaria	r=0.89	13yrs	154
GMO use in cotton	r=0.78	23yrs	154
Fomento Econ's stock price (FMX)	r=0.78	22yrs	150
US per-person consumption of bottled water	r=0.77	24yrs	150
The number of truck drivers in Minnesota	r=0.86	13yrs	148
Solar power generated in Guinea	r=0.89	13yrs	144
CVS stock price (CVS)	r=0.76	22yrs	140
Global annual electricity generation	r=0.84	18yrs	140
The number of OSHA specialists in Minnesota	r=0.85	19yrs	138
US Bottled Water Consumption per Person	r=0.78	24yrs	138
Solar power generated in Ecuador	r=0.85	17yrs	132
Equity Residential's stock price (EQR)	r=0.78	22yrs	130
The number of veterinarians in Minnesota	r=0.84	20yrs	127
Solar power generated in Slovenia	r=0.87	14yrs	122
Gilead Sciences' stock price (GILD)	r=0.77	22yrs	118
The number of concierges in Minnesota	r=0.84	20yrs	117
Altria Group's stock price (MO)	r=0.77	22yrs	108
The number of veterinary technologists and technicians in Minnesota	r=0.83	20yrs	106
Novartis AG's stock price (NVS)	r=0.76	22yrs	97
Kimberly-Clark's stock price (KMB)	r=0.75	22yrs	86
PPG Industries' stock price (PPG)	r=0.75	22yrs	76
AvalonBay Communities' stock price (AVB)	r=0.75	22yrs	66
Wells Fargo & Company's stock price (WFC)	r=0.74	22yrs	54
The number of maintenance and repair workers in Minnesota	r=0.82	20yrs	54
Enbridge's stock price (ENB)	r=0.74	22yrs	44
The number of registered nurses in Minnesota	r=0.82	18yrs	42
Wind power generated in Latvia	r=0.81	26yrs	40
Colgate-Palmolive Company's stock price (CL)	r=0.74	22yrs	34
The number of logisticians in Minnesota	r=0.82	18yrs	32
Realty Income's stock price (O)	r=0.74	22yrs	24
The number of aerospace engineers in Minnesota	r=0.8	20yrs	21
Fidelity National Information Services' stock price (FIS)	r=0.74	22yrs	14

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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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