Top variables that correlate with Air quality in St. Cloud, Minnesota

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

Variable	Correlation	Years	Sys. Score
Petroluem consumption in Former Czechoslovakia	r=0.94	7yrs	298
The number of industrial production managers in Minnesota	r=0.83	20yrs	226
The number of psychiatric aides in Minnesota	r=0.83	16yrs	192
The number of statisticians in Minnesota	r=0.77	20yrs	188
Gasoline pumped in Eritrea	r=0.73	28yrs	187
Petroluem consumption in Timor-Leste	r=0.79	19yrs	187
Customer satisfaction with gas stations	r=0.65	27yrs	177
Total likes of SciShow Space YouTube videos	r=0.81	10yrs	174
Customer satisfaction with Frontier Communications	r=0.59	28yrs	169
Assistant Processor salaries in the US	r=0.74	13yrs	168
Amazon's shipping revenue in millions of dollars	r=0.85	11yrs	166
Professor salaries in the US	r=0.72	13yrs	164
Associate Professor salaries in the US	r=0.72	13yrs	164
Customer satisfaction with Twitter	r=0.77	10yrs	163
Total comments on SciShow Space YouTube videos	r=0.74	10yrs	163
The average number of likes on CGP Grey YouTube videos	r=0.72	13yrs	163
The number of customer service representatives in Minnesota	r=0.78	20yrs	158
Google searches for 'numberphile'	r=0.69	20yrs	156
Number of edits to the Wikipedia article for Justin Trudeau	r=0.63	19yrs	154
Customer satisfaction with TJ Maxx	r=0.67	14yrs	152
The wind speed in Minneapolis	r=0.56	36yrs	152
Viewership of "The Big Bang Theory"	r=0.79	12yrs	151
Number of times 5 was a winning Mega Millions number	r=0.61	19yrs	150
The number of training and development managers in Minnesota	r=0.79	19yrs	148
Amazon's Annual Outbound Shipping Expenditure in Millions	r=0.82	11yrs	147
Number of times 6 was a winning Mega Millions number	r=0.59	19yrs	146
Number of Walmart stores worldwide	r=0.73	15yrs	144
Number of times 7 was a winning Mega Millions number	r=0.57	19yrs	144
Number of times 14 was a winning Mega Millions number	r=0.55	22yrs	144
Warner Bros. Discovery's stock price (WBD)	r=0.6	18yrs	144
Popularity of the first name Iesha	r=-0.69	36yrs	144
Number of times 9 was a winning Mega Millions number	r=0.56	19yrs	142
Javier Mascherano's International Match Count	r=0.76	14yrs	141
Electricity generation in Czechia	r=-0.79	29yrs	140
Global Apple iPhone Sales in Q3	r=0.75	12yrs	140
Prudential's stock price (PUK)	r=0.55	22yrs	140
China's Annual Passenger Car Production	r=0.7	18yrs	139
Number of times 1 was a winning Mega Millions number	r=0.54	19yrs	139
Number of times 2 was a winning Mega Millions number	r=0.54	19yrs	139
Number of times 4 was a winning Mega Millions number	r=0.53	19yrs	138
Google searches for 'Numberphile'	r=0.69	17yrs	138
Anheuser-Busch InBev's stock price (BUD)	r=0.59	14yrs	138
Customer satisfaction with Verizon	r=0.48	28yrs	138
Patents granted to Google	r=0.74	11yrs	138
Carjackings in the US	r=0.57	27yrs	136
Google searches for 'funny cat videos'	r=0.66	20yrs	136
Popularity of the 'chuck norris' meme	r=0.63	18yrs	136
Hot days in Paris	r=0.72	10yrs	136
Number of edits to the Wikipedia article for Dunning Kruger effect	r=0.52	18yrs	136
Customer satisfaction with Motorola	r=0.53	18yrs	135
Associates degrees awarded in Agriculture and natural resources	r=0.84	11yrs	134
Associates degrees awarded in Agriculture	r=0.84	11yrs	134
Popularity of the first name Raekwon	r=0.64	29yrs	134
Customer satisfaction with AT&T	r=0.52	18yrs	134
Patents granted to LG Electronics	r=0.7	12yrs	133
Number of Samsung Electronics Employees Worldwide	r=0.68	14yrs	132
Total comments on PBS Space Time YouTube videos	r=0.71	9yrs	128
Jet fuel used in Armenia	r=-0.76	30yrs	126
The number of septic tank servicers and sewer pipe cleaners in Minnesota	r=0.76	20yrs	116
Kerosene used in Chad	r=-0.7	36yrs	116
The average number of likes on AsapSCIENCE YouTube videos	r=0.66	12yrs	113
Simon Property Group's stock price (SPG)	r=0.53	22yrs	108
The number of marketing managers in Minnesota	r=0.76	20yrs	105
Solar power generated in Greece	r=0.74	18yrs	102
The average number of likes on minutephysics YouTube videos	r=0.64	13yrs	101
Verizon Communications' stock price (VZ)	r=0.52	22yrs	96
The number of postal service clerks in Minnesota	r=0.75	20yrs	94
Liquefied petroleum gas used in Slovakia	r=-0.72	30yrs	92
Average number of comments on CGP Grey YouTube videos	r=0.64	13yrs	91
Wells Fargo & Company's stock price (WFC)	r=0.51	22yrs	84
The number of registered nurses in Minnesota	r=0.76	18yrs	83
Gasoline pumped in Timor-Leste	r=0.74	19yrs	80
Average number of comments on The Game Theorists YouTube videos	r=0.61	15yrs	78
Intel's stock price (INTC)	r=0.5	22yrs	73
The number of athletic trainers in Minnesota	r=0.74	20yrs	72
Solar power generated in Ecuador	r=0.73	17yrs	69
Delta Airlines' stock price (DAL)	r=0.52	16yrs	62
The number of cartographers in Minnesota	r=0.72	20yrs	60
How geeky SciShow Space YouTube video titles are	r=0.83	10yrs	56
Petroluem consumption in Eritrea	r=0.65	28yrs	55
The number of biolmedical engineers in Minnesota	r=0.75	16yrs	50
How nerdy 3Blue1Brown YouTube video titles are	r=0.83	9yrs	46
Liquefied petroleum gas used in Aruba	r=0.58	33yrs	40
The number of concierges in Minnesota	r=0.72	20yrs	39
The average number of likes on SciShow Space YouTube videos	r=0.61	10yrs	34
The number of biochemists and biophysicists in Minnesota	r=0.72	19yrs	28
Wind power generated in Puerto Rico	r=0.78	12yrs	26
How professional-sounding Deep Look YouTube video titles are	r=0.81	10yrs	24
The number of obstetricians and gynecologists in Minnesota	r=0.71	20yrs	18
Nuclear power generation in Iran	r=0.76	11yrs	12
The number of restaurant cooks in Minnesota	r=0.71	20yrs	8
Solar power generated in Romania	r=0.74	13yrs	2
The number of machinists in Minnesota	r=0.71	20yrs	-2
Biomass power generated in Burma	r=0.7	17yrs	-10
The number of aerospace engineers in Minnesota	r=0.7	20yrs	-14
Solar power generated in Libya	r=0.73	12yrs	-21
The number of sales managers in Minnesota	r=0.69	20yrs	-26
Solar power generated in Angola	r=0.71	12yrs	-34
The number of civil engineers in Minnesota	r=0.69	20yrs	-36
Wind power generated in Bulgaria	r=0.67	18yrs	-44
Wind power generated in Lithuania	r=0.67	18yrs	-54

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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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