Top variables that correlate with Air quality in Bismarck, North Dakota

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Data source: Environmental Protection Agency
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Air quality in Bismarck, North Dakota correlates with...

Variable	Correlation	Years	Sys. Score
Visitors to SeaWorld Florida	r=0.9	15yrs	359
Total sales of commercial vehicles in China	r=0.9	7yrs	290
Final match set count at Chennai Open	r=0.73	27yrs	188
Customer satisfaction with Whirlpool	r=0.6	28yrs	170
Solar power generated in South Korea	r=-0.71	32yrs	166
Customer satisfaction with FOXNews.com	r=0.68	12yrs	152
Customer satisfaction with ABCNews.com	r=0.62	20yrs	150
Fair Isaac's stock price (FICO)	r=-0.75	22yrs	148
Total comments on CGP Grey YouTube videos	r=0.62	13yrs	148
Asthma attacks in American children	r=0.55	23yrs	146
The marriage rate in North Dakota	r=0.56	23yrs	143
Worldwide Harry Potter Movies Revenue	r=0.76	11yrs	142
Customer satisfaction with FedEx	r=0.49	28yrs	139
Total likes of minutephysics YouTube videos	r=0.56	13yrs	139
Asthma attacks in American children	r=0.5	23yrs	138
Asthma attacks in American children	r=0.49	23yrs	137
Asthma attacks in American children	r=0.49	23yrs	137
Vodafone Group's stock price (VOD)	r=0.52	22yrs	136
Average number of comments on 3Blue1Brown YouTube videos	r=0.63	9yrs	136
Biomass power generated in South Korea	r=-0.74	27yrs	134
Solar power generated in Sweden	r=-0.72	29yrs	134
Sales of Top-Selling Comic Book to North American Comics Shops	r=-0.73	23yrs	132
Number of websites on the internet	r=-0.68	28yrs	132
Google searches for 'how to fake your own death'	r=0.46	20yrs	132
Academy Awards Ceremony Audience Size	r=0.61	23yrs	130
Google searches for 'ice bath'	r=-0.78	20yrs	130
US production of fluid beverage milk	r=0.6	22yrs	128
The number of RV service technicians in North Dakota	r=-0.77	20yrs	128
Customer satisfaction with Kohl's	r=0.48	19yrs	128
xkcd comics published about the internet	r=0.59	17yrs	128
Telefónica's stock price (TEF)	r=0.46	22yrs	127
US dairy skim solids used to produce milk fat and skim solids byproduct fluid beverage milk	r=0.6	22yrs	126
Cigarette Smoking Rate for US adults	r=0.58	21yrs	124
The number of typists in North Dakota	r=0.61	16yrs	124
Google searches for 'xbox'	r=0.57	20yrs	123
Bankruptcy filings in the US	r=0.51	24yrs	122
The number of movies Tyrese Gibson appeared in	r=-0.76	24yrs	118
xkcd comics published about sarcasm	r=0.52	17yrs	117
US birth rates of triplets or more	r=0.48	20yrs	116
MTV VMA Viewer Count	r=0.5	23yrs	114
Lebron James' Regular Season Point Total	r=0.53	19yrs	114
Number of Grand Slam Finals Played by Rafael Nadal	r=0.53	18yrs	114
Milk consumption	r=0.51	32yrs	114
The number of printing press operators in North Dakota	r=0.57	13yrs	114
xkcd comics published about existentialism	r=0.5	17yrs	114
Total likes of SciShow Space YouTube videos	r=0.62	10yrs	105
Solar power generated in Austria	r=-0.7	29yrs	102
Walmart's stock price (WMT)	r=-0.67	22yrs	96
Total likes of Steve Mould's YouTube videos	r=-0.82	15yrs	94
Solar power generated in China	r=-0.67	32yrs	92
Google searches for 'shook'	r=0.53	20yrs	87
Deere & Company's stock price (DE)	r=-0.73	22yrs	86
US production of cottage cheese	r=0.51	22yrs	84
Wind power generated in China	r=-0.67	32yrs	82
Total likes of Mark Rober YouTube videos	r=-0.82	13yrs	82
The number of recreational therapists in North Dakota	r=0.5	19yrs	80
The Progressive Corporation's stock price (PGR)	r=-0.73	22yrs	76
US dairy skim solids used to produce cottage cheese	r=0.52	22yrs	74
Google searches for 'life insurance quotes'	r=0.51	20yrs	74
Wind power generated in Norway	r=-0.69	30yrs	72
Total comments on SciShow Space YouTube videos	r=0.6	10yrs	72
Carnival Corporation's stock price (CCL)	r=0.45	22yrs	66
Google searches for 'daylight savings time'	r=0.5	20yrs	62
Solar power generated in Australia	r=-0.67	30yrs	60
Sales of LP/Vinyl Albums	r=-0.6	30yrs	60
How fun SciShow Space YouTube video titles are	r=0.78	10yrs	59
McKesson's stock price (MCK)	r=-0.72	22yrs	55
Solar power generated in Brazil	r=-0.72	25yrs	50
Average number of comments on CGP Grey YouTube videos	r=0.55	13yrs	48
Quanta Services' stock price (PWR)	r=-0.72	22yrs	45
Wind power generated in Jordan	r=-0.65	32yrs	40
Total length of SciShow Space YouTube videos	r=0.57	10yrs	37
Eli Lilly and Company's stock price (LLY)	r=-0.71	22yrs	34
Solar power generated in Mexico	r=-0.64	32yrs	28
How cool Vihart's YouTube video titles are	r=0.72	15yrs	25
Archer-Daniels-Midland Company's stock price (ADM)	r=-0.7	22yrs	23
Kerosene used in India	r=0.47	42yrs	17
How fun Vihart's YouTube video titles are	r=0.72	15yrs	15
Cheniere Energy's stock price (LNG)	r=-0.7	22yrs	13
Fossil fuel use in North Macedonia	r=0.51	30yrs	4
United Rentals' stock price (URI)	r=-0.7	22yrs	3
Average views of minutephysics YouTube videos	r=0.72	13yrs	3
How insightful Deep Look YouTube video titles are	r=0.74	10yrs	-7
AstraZeneca's stock price (AZN)	r=-0.69	22yrs	-8
Nuclear power generation in Germany	r=0.47	31yrs	-11
Lockheed Martin's stock price (LMT)	r=-0.66	22yrs	-18
Average number of comments on minutephysics YouTube videos	r=0.51	13yrs	-18
Gasoline pumped in Ukraine	r=0.48	30yrs	-24
Vertex Pharmaceuticals' stock price (VRTX)	r=-0.69	22yrs	-28
How trendy Matt Parker's YouTube video titles are	r=0.71	13yrs	-28
Solar power generated in Gabon	r=-0.91	10yrs	-36
Canadian Pacific Railway's stock price (CP)	r=-0.69	22yrs	-38
Total likes of Computerphile YouTube videos	r=0.52	11yrs	-39
Arthur J. Gallagher & Co.'s stock price (AJG)	r=-0.69	22yrs	-48
Geothermal power generated in Austria	r=0.52	17yrs	-48
How nerdy 3Blue1Brown YouTube video titles are	r=0.71	9yrs	-52
The Hershey Company's stock price (HSY)	r=-0.69	22yrs	-58
Solar power generated in Eswatini	r=-0.87	12yrs	-58
Total comments on minutephysics YouTube videos	r=0.48	13yrs	-63
Caterpillar's stock price (CAT)	r=-0.68	22yrs	-69
Total comments on PBS Space Time YouTube videos	r=0.5	9yrs	-74

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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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