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
How nerdy 3Blue1Brown YouTube video titles are	r=0.94	9yrs	302
Petroluem consumption in Japan	r=0.66	43yrs	222
Gasoline pumped in Italy	r=0.64	43yrs	218
Gasoline pumped in Latvia	r=0.71	31yrs	217
Milk consumption	r=0.72	32yrs	210
Total value of all $1 bills printed	r=0.74	33yrs	210
Popularity of the first name Rigoberto	r=0.71	43yrs	209
Cottage cheese consumption	r=0.7	32yrs	206
Popularity of the first name Roberto	r=0.69	43yrs	206
Popularity of the first name Alberto	r=0.69	43yrs	206
Total comments on CGP Grey YouTube videos	r=0.82	13yrs	193
NASA's budget as a percentage of the total US Federal Budget	r=0.59	44yrs	190
Petroluem consumption in Germany	r=0.7	32yrs	186
Caterpillar's stock price (CAT)	r=-0.81	22yrs	184
Deere & Company's stock price (DE)	r=-0.81	22yrs	184
Quanta Services' stock price (PWR)	r=-0.81	22yrs	184
Car crashes in the US	r=0.72	24yrs	180
Popularity of the first name Arturo	r=0.69	43yrs	176
Kerosene used in Japan	r=0.62	43yrs	176
Total comments on SciShow Space YouTube videos	r=0.82	10yrs	175
Ice cream consumption	r=0.69	32yrs	174
Total Sales at Clothing and Accessories Stores	r=-0.77	31yrs	172
Customer satisfaction with Whirlpool	r=0.61	28yrs	172
Sales of LP/Vinyl Albums	r=-0.71	30yrs	171
Inflation in the US	r=-0.77	31yrs	169
Christmas Price Index in the United States	r=-0.77	31yrs	169
Annual Revenue of Walt Disney Company	r=-0.73	32yrs	169
Popularity of the first name Alfredo	r=0.69	43yrs	166
Number of households headed by single fathers in the United States	r=-0.72	32yrs	166
Visitors to SeaWorld Florida	r=0.73	15yrs	164
US Shoe Store Sales	r=-0.71	30yrs	162
US Barley Production Volume	r=0.7	23yrs	159
The number of hairdressers, hairstylists, and cosmetologists in North Dakota	r=0.72	20yrs	159
Automotive recalls issued by Volkswagen Group of America	r=-0.59	43yrs	158
Automotive recalls issued by Mercedes-Benz USA	r=-0.6	43yrs	158
Violent crime rates	r=0.51	38yrs	158
Emmy Awards Ceremony viewership	r=0.6	36yrs	157
Popularity of the first name Salvador	r=0.69	43yrs	156
The distance between Neptune and Uranus	r=-0.69	44yrs	156
Robberies in the US	r=0.53	38yrs	156
Average SAT score in math	r=-0.68	33yrs	156
Albemarle's stock price (ALB)	r=-0.8	22yrs	153
Automotive recalls for issues with Vehicle Speed Control	r=0.47	43yrs	150
The marriage rate in North Dakota	r=0.61	23yrs	150
Number of public school students in 12th grade	r=-0.72	33yrs	149
Popularity of the first name Rasheed	r=0.69	43yrs	146
Sherbet consumption	r=0.68	32yrs	142
Total likes of SciShow Space YouTube videos	r=0.77	10yrs	138
Popularity of the first name Gregorio	r=0.69	43yrs	136
Gasoline pumped in Switzerland	r=0.61	43yrs	134
Popularity of the first name Raul	r=0.68	43yrs	124
Petroluem consumption in United Kingdom	r=0.61	43yrs	124
Total comments on PBS Space Time YouTube videos	r=0.75	9yrs	124
General Electric's stock price (GE)	r=0.64	22yrs	117
Popularity of the first name Armando	r=0.68	43yrs	114
The average number of likes on SciShow Space YouTube videos	r=0.75	10yrs	114
American cheese consumption	r=-0.74	32yrs	114
Kerosene used in Philippines	r=0.61	42yrs	113
Average number of comments on SciShow Space YouTube videos	r=0.75	10yrs	104
Popularity of the first name Ricardo	r=0.67	43yrs	103
Walmart's stock price (WMT)	r=-0.74	22yrs	103
Fossil fuel use in U.S. Virgin Islands	r=0.58	42yrs	102
Butter consumption	r=-0.7	32yrs	100
Physical album shipment volume in the United States	r=0.65	24yrs	97
Popularity of the first name Alissa	r=0.67	43yrs	93
Kerosene used in Indonesia	r=0.6	42yrs	92
US Employment Rate	r=0.59	33yrs	92
McDonald's stock price (MCD)	r=-0.74	22yrs	92
Yogurt consumption	r=-0.7	32yrs	90
Academy Awards Ceremony Audience Size	r=0.65	23yrs	87
Average number of comments on CGP Grey YouTube videos	r=0.67	13yrs	86
Popularity of the first name Lourdes	r=0.67	43yrs	83
Kerosene used in Sri Lanka	r=0.6	42yrs	82
Vodafone Group's stock price (VOD)	r=0.63	22yrs	82
Total likes of Computerphile YouTube videos	r=0.69	11yrs	76
Popularity of the first name Jose	r=0.66	43yrs	72
Gasoline pumped in Denmark	r=0.59	43yrs	71
The Progressive Corporation's stock price (PGR)	r=-0.77	22yrs	70
Total likes of CGP Grey YouTube videos	r=0.66	13yrs	64
Popularity of the first name Ramiro	r=0.66	43yrs	62
Petroluem consumption in Italy	r=0.59	43yrs	61
United Rentals' stock price (URI)	r=-0.77	22yrs	60
Total views on CGP Grey YouTube videos	r=0.82	13yrs	53
Popularity of the first name Gilberto	r=0.66	43yrs	52
The number of Breweries in the United States	r=-0.71	33yrs	52
Gasoline pumped in Norway	r=0.59	43yrs	51
Archer-Daniels-Midland Company's stock price (ADM)	r=-0.76	22yrs	49
Popularity of the first name Rogelio	r=0.66	43yrs	42
Gasoline pumped in Sweden	r=0.59	43yrs	41
W.W. Grainger's stock price (GWW)	r=-0.76	22yrs	39
Popularity of the first name Raymundo	r=0.66	43yrs	32
Nuclear power generation in Germany	r=0.64	31yrs	30
Oracle's stock price (ORCL)	r=-0.75	22yrs	28
Popularity of the first name Francisco	r=0.65	43yrs	20
Electricity generation in U.S. Virgin Islands	r=0.57	42yrs	20
BlackRock's stock price (BLK)	r=-0.75	22yrs	18
Popularity of the first name Manuel	r=0.65	43yrs	10
Gasoline pumped in Slovenia	r=0.66	31yrs	10
Canadian Pacific Railway's stock price (CP)	r=-0.75	22yrs	8
Gasoline pumped in United Kingdom	r=0.58	43yrs	0
Gasoline pumped in Germany	r=0.64	32yrs	-12

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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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