Top variables that correlate with Air quality in Johnstown, Pennsylvania

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Data source: Environmental Protection Agency
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Air quality in Johnstown, Pennsylvania correlates with...

Variable	Correlation	Years	Sys. Score
Number of Automotive Franchise Establishments in the US	r=0.99	8yrs	400
US Motorcycle Manufacturing Industry Revenue	r=0.93	12yrs	364
Average length of Tom Scott's YouTube videos	r=0.87	15yrs	328
Total likes of Tom Scott's YouTube videos	r=0.85	15yrs	324
The average number of likes on LEMMiNO YouTube videos	r=0.87	12yrs	304
The number of event planners in Pennsylvania	r=0.87	11yrs	278
Total comments on MrBeast's YouTube videos	r=0.87	12yrs	274
Associates degrees awarded in Music and dance	r=0.88	11yrs	260
Associates degrees awarded in Physical sciences	r=0.87	11yrs	259
Associates degrees awarded in Physical sciences	r=0.86	11yrs	258
Solar power generated in Costa Rica	r=0.89	11yrs	252
Total views on Tom Scott's YouTube videos	r=0.85	15yrs	234
Divorce rates in the United Kingdom	r=0.75	33yrs	228
Jet fuel used in Central African Republic	r=0.67	42yrs	222
Solar power generated in Niger	r=0.86	10yrs	222
Gasoline pumped in Belgium	r=0.62	43yrs	216
Gasoline pumped in Colombia	r=0.63	42yrs	216
Solar power generated in Mauritania	r=0.86	9yrs	210
Violent crime rates	r=0.61	38yrs	208
Popularity of the first name Margaret	r=0.66	43yrs	202
Popularity of the first name Myesha	r=0.69	39yrs	202
Motor vehicle thefts	r=0.61	38yrs	188
Car crashes in the US	r=0.76	24yrs	186
Motor vehicle thefts in Pennsylvania	r=0.59	38yrs	185
Total length of Steve Mould's YouTube videos	r=0.84	15yrs	178
Boston Scientific's stock price (BSX)	r=0.7	22yrs	178
New York Times Fiction Best Sellers	r=-0.75	35yrs	176
Number of times 22 was a winning Mega Millions number	r=0.67	22yrs	176
Ameren's stock price (AEE)	r=0.68	22yrs	175
The price of gold	r=-0.74	35yrs	174
Global shipwrecks	r=-0.71	35yrs	173
How geeky Computerphile YouTube video titles are	r=0.86	11yrs	172
Truist Financial's stock price (TFC)	r=0.66	22yrs	172
Patents granted to Boeing	r=0.85	12yrs	170
Google searches for 'instagram'	r=0.82	13yrs	168
The number of compliance officers in Pennsylvania	r=0.83	13yrs	168
London Gold Prices	r=-0.75	33yrs	166
University Lecturer salaries in the US	r=0.72	13yrs	164
Popularity of the first name Tyesha	r=0.63	40yrs	164
Google searches for '3Blue1Brown'	r=0.73	17yrs	159
Intercountry adoptions	r=0.77	15yrs	158
US bank failures	r=-0.73	24yrs	157
Assistant Processor salaries in the US	r=0.67	13yrs	157
The number of postal service clerks in Pennsylvania	r=0.69	20yrs	154
The number of movies Lupita Nyong'o appeared in	r=0.8	16yrs	154
Patents granted to Dell	r=0.84	11yrs	153
The Hartford Financial Services Group's stock price (HIG)	r=0.66	22yrs	142
Total length of The Game Theorists YouTube videos	r=0.82	15yrs	135
Popularity of the first name Alma	r=0.59	43yrs	131
Visa Inc.'s stock price (V)	r=0.75	15yrs	124
Average number of comments on LEMMiNO YouTube videos	r=0.83	12yrs	124
Popularity of the first name Jamila	r=0.59	43yrs	121
The number of nurse practitioners in Pennsylvania	r=0.82	11yrs	120
Petroluem consumption in Lithuania	r=0.65	31yrs	118
VMware's stock price (VMW)	r=0.76	13yrs	113
Total likes of The Game Theorists YouTube videos	r=0.8	15yrs	112
Popularity of the first name Courtney	r=0.58	43yrs	110
Hydopower energy generated in Poland	r=-0.7	42yrs	104
Popularity of the first name Dion	r=0.58	43yrs	100
Activision Blizzard's stock price (ATVI)	r=0.72	13yrs	97
Kerosene used in Ethiopia	r=-0.73	42yrs	94
Popularity of the first name Kirby	r=0.58	43yrs	90
Total comments on Tom Scott's YouTube videos	r=0.79	15yrs	90
Delta Airlines' stock price (DAL)	r=0.68	16yrs	86
Solar power generated in Malta	r=0.84	13yrs	82
Total length of Tom Scott's YouTube videos	r=0.78	15yrs	79
Popularity of the first name Cassandra	r=0.57	43yrs	78
American Water Works Company's stock price (AWK)	r=0.69	15yrs	74
Biomass power generated in Philippines	r=0.84	13yrs	72
The average number of likes on The Game Theorists YouTube videos	r=0.78	15yrs	69
Popularity of the first name Tierra	r=0.57	43yrs	68
Jet fuel used in Cameroon	r=-0.7	42yrs	62
Bank of America's stock price (BAC)	r=0.62	22yrs	61
Popularity of the first name Chantel	r=0.57	43yrs	58
The average number of likes on Tom Scott's YouTube videos	r=0.77	15yrs	58
Jet fuel used in Congo-Brazzaville	r=-0.71	42yrs	52
The Bank of New York Mellon Corporation's stock price (BK)	r=0.62	22yrs	51
Popularity of the first name Shantel	r=0.57	43yrs	48
Petroluem consumption in Venezuela	r=-0.71	42yrs	42
Electronic Arts' stock price (EA)	r=0.62	22yrs	41
Popularity of the first name Stephan	r=0.57	43yrs	38
Average length of minutephysics YouTube videos	r=0.8	13yrs	35
Boeing's stock price (BA)	r=0.6	22yrs	30
Solar power generated in Kenya	r=0.84	12yrs	30
Popularity of the first name Kacey	r=0.57	43yrs	28
Total comments on Mark Rober YouTube videos	r=0.79	13yrs	24
Solar power generated in Lebanon	r=0.84	12yrs	20
Popularity of the first name Ashli	r=0.57	43yrs	18
Electricity generation in Yemen	r=-0.66	42yrs	10
Average length of Numberphile YouTube videos	r=0.77	13yrs	10
Popularity of the first name Tory	r=0.57	43yrs	8
Gasoline pumped in Venezuela	r=-0.69	42yrs	0
Popularity of the first name Brittanie	r=0.59	40yrs	-2
Average number of comments on Tom Scott's YouTube videos	r=0.73	15yrs	-4
Solar power generated in Tanzania	r=0.83	12yrs	-11
Popularity of the first name Mai	r=0.57	43yrs	-12
Total comments on Steve Mould's YouTube videos	r=0.71	15yrs	-16
Solar power generated in Yemen	r=0.83	12yrs	-21
Popularity of the first name Cori	r=0.56	43yrs	-24
Total likes of OverSimplified YouTube videos	r=0.77	7yrs	-26
Popularity of the first name Martina	r=0.56	43yrs	-34

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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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