Top variables that correlate with Air pollution in Williamsport, Pennsylvania

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

Variable	Correlation	Years	Has img?
Grand Slam Finals Played by Serena Williams	r=0.82	10yrs	Yes!

Air pollution in Williamsport, Pennsylvania also correlates with...

Variable	Correlation	Years	Sys. Score
The number of detectives and criminal investigators in Pennsylvania	r=0.87	6yrs	258
Biomass power generated in Senegal	r=0.7	19yrs	156
Asthma attacks in American children	r=0.65	12yrs	150
Freezing temperatures in Philadelphia	r=0.83	7yrs	149
Verizon Communications' stock price (VZ)	r=0.74	7yrs	144
Customer satisfaction with Kohl's	r=0.73	7yrs	144
US Hospital Occupancy Rate	r=0.8	7yrs	143
Liquefied petroleum gas used in Rwanda	r=0.78	9yrs	140
Walmart's stock price (WMT)	r=0.65	7yrs	136
Bristol-Myers Squibb's stock price (BMY)	r=0.69	7yrs	136
The number of surveying and mapping technicians in Pennsylvania	r=0.8	6yrs	132
The number of massage therapists in Pennsylvania	r=0.8	6yrs	132
The number of movies Edward Norton appeared in	r=0.75	14yrs	130
MTV VMA Viewer Count	r=0.68	9yrs	127
Career regular season goals scored by Sidney Crosby	r=0.71	7yrs	120
The number of movies Halle Berry appeared in	r=0.65	18yrs	119
Magnitude 7.0-7.9 Earthquakes in the US	r=0.56	8yrs	118
Cigarette Smoking Rate for US adults	r=0.68	8yrs	116
Los Angeles Dodgers' Win/Loss Percentage in National League West Division	r=0.48	28yrs	116
US household spending on telephone services	r=0.74	9yrs	116
Number of times 23 was a winning Mega Millions number	r=-0.9	6yrs	115
Gasoline pumped in Slovakia	r=0.56	16yrs	115
Mega millions lottery numbers	r=0.54	7yrs	114
US average dairy skim-solid content of whey products (net)	r=0.74	9yrs	113
Bankruptcies in California	r=0.69	6yrs	112
Asthma attacks in American children	r=0.46	12yrs	112
US birth rates of triplets or more	r=0.58	7yrs	108
Number of viewers of Victoria's Secret Fashion Show	r=0.6	10yrs	106
The number of movies Elijah Wood appeared in	r=0.55	20yrs	106
Customer satisfaction with CNN.com (AT&T)	r=-0.8	7yrs	104
Tractor Supply Company's stock price (TSCO)	r=-0.95	7yrs	103
The number of painting, coating, and decorating workers in Pennsylvania	r=0.78	6yrs	99
Sales of LP/Vinyl Albums	r=0.45	16yrs	98
Total annual cinema attendance in the UK	r=0.56	8yrs	98
Drenching rain in Sydney	r=0.5	15yrs	98
GMO use in cotton	r=0.66	9yrs	97
Annual book sales in the US	r=-0.94	7yrs	96
Bankruptcy filings in the US	r=0.47	11yrs	94
Customer satisfaction with HP	r=-0.61	15yrs	94
Number of times 7 was a winning Mega Millions number	r=-0.74	7yrs	90
Number of edits to the Wikipedia article for Charles III	r=-0.72	7yrs	90
Number of edits to the Wikipedia article for Slippery slope	r=-0.69	8yrs	88
The number of shoe and leather workers and repairers in Pennsylvania	r=0.76	6yrs	86
US milk fat used to produce frozen dairy products	r=0.47	9yrs	86
US household spending on prescription drugs	r=0.61	9yrs	86
Number of edits to the Wikipedia article for Alexander Hamilton	r=-0.69	7yrs	86
Number of edits to the Wikipedia article for Aaron Burr	r=-0.69	7yrs	86
Number of edits to the Wikipedia article for Availability heuristic	r=-0.69	6yrs	86
Eli Lilly and Company's stock price (LLY)	r=0.61	7yrs	84
Jet fuel used in Rwanda	r=0.48	28yrs	84
Number of edits to the Wikipedia article for Equivocation	r=-0.66	7yrs	84
Number of edits to the Wikipedia article for Harvard University	r=-0.66	8yrs	84
US milk fat used to produce fluid beverage milk	r=0.45	9yrs	82
The number of movies David Wenham appeared in	r=0.57	17yrs	76
The number of mechanical door repairers in Pennsylvania	r=0.75	6yrs	74
Marsh & McLennan Companies' stock price (MMC)	r=0.6	7yrs	73
Kerosene used in El Salvador	r=0.45	28yrs	70
Total seasons Darren Fletcher played for Manchester United	r=-0.95	6yrs	67
The number of upholsterers in Pennsylvania	r=0.74	6yrs	63
Micron Technology's stock price (MU)	r=0.59	7yrs	62
Rain in Sydney	r=0.46	15yrs	62
The number of movies Tyrese Gibson appeared in	r=-0.91	9yrs	58
Number of Grand Slam Finals played by Roger Federer	r=-0.91	6yrs	54
The number of food service managers in Pennsylvania	r=0.73	6yrs	52
Kerosene used in Eswatini	r=0.45	20yrs	52
Pfizer's stock price (PFE)	r=0.57	7yrs	48
The number of movies Cameron Diaz appeared in	r=0.5	17yrs	46
The number of ticket agents in Pennsylvania	r=0.73	6yrs	42
Number of Portugal matches played by Cristiano Ronaldo	r=-0.88	6yrs	40
Regeneron Pharmaceuticals' stock price (REGN)	r=0.56	7yrs	37
Renewable energy production in Benin	r=0.5	13yrs	36
Average Cost of a 30-Second Ad Commercial during the Academy Awards	r=-0.8	7yrs	33
The number of movies Michelle Rodriguez appeared in	r=0.59	9yrs	31
The number of postal service mail carriers in Pennsylvania	r=0.72	6yrs	30
Number of active magazines in the United States	r=-0.8	7yrs	27
Merck & Co.'s stock price (MRK)	r=0.55	7yrs	26
Geothermal power generated in Austria	r=0.53	7yrs	24
The number of movies Billy Boyd appeared in	r=0.56	11yrs	19
The number of maintenance workers, machinery in Pennsylvania	r=0.71	6yrs	18
Ross Stores' stock price (ROST)	r=-0.92	7yrs	15
Liquefied petroleum gas used in Equatorial Guinea	r=0.51	9yrs	10
The number of movies Mahershala Ali appeared in	r=0.59	6yrs	8
The number of transportation, storage, and distribution managers in Pennsylvania	r=0.7	6yrs	7
Newmont's stock price (NEM)	r=-0.92	7yrs	5
The number of data entry keyers in Pennsylvania	r=0.7	6yrs	-3
Netflix's stock price (NFLX)	r=-0.86	6yrs	-8
The number of reinforcing iron and rebar workers in Pennsylvania	r=0.69	6yrs	-15
Wells Fargo & Company's stock price (WFC)	r=-0.88	7yrs	-19
The number of CEOs in Pennsylvania	r=0.67	6yrs	-26
The Progressive Corporation's stock price (PGR)	r=-0.88	7yrs	-29
The number of professional painters in Pennsylvania	r=0.67	6yrs	-38
Zimmer Biomet Holdings' stock price (ZBH)	r=-0.87	7yrs	-40
The number of chemical engineers in Pennsylvania	r=0.66	6yrs	-49
U.S. Bancorp's stock price (USB)	r=-0.85	7yrs	-52
The number of financial services sales agents in Pennsylvania	r=0.66	6yrs	-59
Brookfield's stock price (BN)	r=-0.84	7yrs	-63
The number of purchasing managers in Pennsylvania	r=0.65	6yrs	-70
Microchip Technology's stock price (MCHP)	r=-0.84	7yrs	-73
The number of millwrights in Pennsylvania	r=0.65	6yrs	-80
Automatic Data Processing's stock price (ADP)	r=0.49	7yrs	-84

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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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