Top variables that correlate with Air pollution in York, Pennsylvania

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Data source: Environmental Protection Agency
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Air pollution in York, Pennsylvania correlates with...

Variable	Correlation	Years	Sys. Score
The number of career/technical education teachers, secondary school in Pennsylvania	r=0.92	13yrs	367
Google searches for 'xkcd'	r=0.87	17yrs	335
Google searches for 'Matt Parker'	r=0.87	17yrs	335
Associates degrees awarded in Business management	r=0.94	11yrs	320
Associates degrees awarded in Business	r=0.93	11yrs	318
Associates degrees awarded in Business and management	r=0.9	11yrs	294
United States' Fruit Juice Export Volume	r=0.87	13yrs	280
The number of special education teachers in Pennsylvania	r=0.86	11yrs	276
Associates degrees awarded in Accounting	r=0.89	11yrs	232
Jet fuel used in Cameroon	r=0.73	42yrs	231
The number of butchers in Pennsylvania	r=0.84	20yrs	227
New York Times Fiction Best Sellers	r=0.69	35yrs	224
Global shipwrecks	r=0.68	35yrs	224
Jet fuel used in Congo-Brazzaville	r=0.66	42yrs	220
London Gold Prices	r=0.72	33yrs	219
Gasoline pumped in Venezuela	r=0.64	42yrs	218
Associates degrees awarded in Business operations	r=0.86	11yrs	218
Associates degrees awarded in Education	r=0.86	11yrs	208
Popularity of the first name Tyson	r=0.65	43yrs	200
Popularity of the first name Kellen	r=0.65	43yrs	200
Associates degrees awarded in Legal professions and studies	r=0.86	11yrs	198
Wind power generated in Samoa	r=0.85	8yrs	198
Asthma prevalence in American children	r=0.8	17yrs	192
Google searches for 'download firefox'	r=0.78	20yrs	190
The price of gold	r=0.64	35yrs	186
Asthma prevalence in American children	r=0.75	17yrs	185
Cenovus Energy's stock price (CVE)	r=0.8	14yrs	185
Truist Financial's stock price (TFC)	r=-0.8	22yrs	183
Woodside Energy Group's stock price (WDS)	r=0.77	15yrs	182
Pirate attacks globally	r=0.82	14yrs	172
Master's degrees awarded in Liberal arts	r=0.85	10yrs	172
The average age of batters for the Philadelphia Phillies	r=0.5	44yrs	168
Ticket sales for Philadelphia Phillies games	r=0.5	40yrs	168
Patents granted to LG Electronics	r=-0.95	12yrs	168
Customer satisfaction with Dollar General	r=0.77	14yrs	167
The distance between Neptune and Saturn	r=0.6	44yrs	166
The number of garbage collectors in Pennsylvania	r=0.82	20yrs	166
Popularity of the first name Jayson	r=0.6	43yrs	162
Liquefied petroleum gas used in Serbia	r=0.84	16yrs	162
Total Digital Music Single Downloads	r=0.74	19yrs	161
Asthma prevalence in American children	r=0.68	17yrs	160
Popularity of the 'whip nae nae' meme	r=0.85	9yrs	160
Average length of Tom Scott's YouTube videos	r=-0.88	15yrs	160
Total likes of Tom Scott's YouTube videos	r=-0.87	15yrs	159
Total length of Steve Mould's YouTube videos	r=-0.87	15yrs	159
Asthma prevalence in American children	r=0.67	17yrs	158
US bank failures	r=0.58	24yrs	156
Asthma prevalence in American children	r=0.66	17yrs	156
Asthma prevalence in American children	r=0.66	17yrs	156
Number of edits to the Wikipedia article for bromance	r=0.64	19yrs	156
The yearly batting average of the New York Yankees	r=0.53	43yrs	154
Wins for the Philadelphia Phillies	r=0.48	44yrs	154
Visitors to SeaWorld California	r=0.65	15yrs	153
Number of edits to the Wikipedia article for O.J. Simpson	r=0.63	18yrs	153
Customer satisfaction with CNN.com (AT&T)	r=0.63	20yrs	152
The number of payroll and timekeeping clerks in Pennsylvania	r=0.8	20yrs	151
Electricity generation in Djibouti	r=0.62	42yrs	148
Telefónica's stock price (TEF)	r=0.67	22yrs	144
The number of network systems administrators in Pennsylvania	r=0.8	18yrs	139
Fossil fuel use in Djibouti	r=0.62	42yrs	138
Google searches for 'how to do magic'	r=0.76	20yrs	136
Popularity of the first name Kate	r=0.59	43yrs	131
The average number of likes on The Game Theorists YouTube videos	r=-0.85	15yrs	127
Google searches for 'xbox'	r=0.73	20yrs	122
Popularity of the first name Bryn	r=0.59	43yrs	121
Kerosene used in Ethiopia	r=0.62	42yrs	114
Average length of LockPickingLawyer YouTube videos	r=0.68	9yrs	113
Boeing's stock price (BA)	r=-0.78	22yrs	112
Google searches for 'call of duty'	r=0.72	20yrs	110
Popularity of the first name Kayleigh	r=0.61	39yrs	110
The number of executive administrative assistants in Pennsylvania	r=0.83	13yrs	108
Fossil fuel use in Luxembourg	r=0.59	42yrs	103
Average views of Numberphile YouTube videos	r=0.81	13yrs	102
Sysco's stock price (SYY)	r=-0.78	22yrs	101
Popularity of the first name Madisyn	r=0.62	37yrs	100
Google searches for 'why is the sky blue'	r=0.69	20yrs	96
The number of survey researchers in Pennsylvania	r=0.76	20yrs	95
Total likes of Vihart's YouTube videos	r=0.63	15yrs	92
Ameren's stock price (AEE)	r=-0.78	22yrs	91
Liquefied petroleum gas used in Burundi	r=0.59	42yrs	90
Popularity of the first name Davin	r=0.58	43yrs	90
The number of human resources assistants in Pennsylvania	r=0.74	20yrs	82
Petroluem consumption in Venezuela	r=0.59	42yrs	80
Popularity of the first name Cale	r=0.58	43yrs	80
Popularity of the first name Angeline	r=0.58	43yrs	70
The number of college sociology teachers in Pennsylvania	r=0.72	20yrs	69
Gasoline pumped in Colombia	r=-0.72	42yrs	64
Popularity of the first name Angie	r=0.57	43yrs	58
The number of nuclear medicine technologists in Pennsylvania	r=0.71	20yrs	58
Popularity of the first name Kyleigh	r=0.57	43yrs	48
The number of power plant operators in Pennsylvania	r=0.71	20yrs	48
Liquefied petroleum gas used in Kosovo	r=0.82	14yrs	46
Liquefied petroleum gas used in Laos	r=-0.64	42yrs	36
Popularity of the first name Braydon	r=0.56	43yrs	36
The number of mechanical drafters in Pennsylvania	r=0.7	20yrs	36
The number of paving, surfacing, and tamping equipment operators in Pennsylvania	r=0.7	20yrs	26
Gasoline pumped in Djibouti	r=-0.63	42yrs	24
The number of environmental science teachers in Pennsylvania	r=0.69	20yrs	14
Renewable energy production in Comoros	r=0.56	40yrs	6
Hydopower energy generated in Comoros	r=0.56	40yrs	-4
Liquefied petroleum gas used in Djibouti	r=0.62	33yrs	-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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