Top variables that correlate with Air quality in Elmira, New York

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Data source: Environmental Protection Agency
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Air quality in Elmira, New York correlates with...

Variable	Correlation	Years	Sys. Score
Annual Email Spam Rates	r=0.92	12yrs	336
Electricity generation in Palestinian Territories	r=0.87	12yrs	280
Number of edits to the Wikipedia article for Slippery slope	r=0.83	12yrs	192
Customer satisfaction with Customer Shipping	r=0.72	19yrs	180
Customer satisfaction with Apple	r=0.72	19yrs	180
Kerosene used in Mali	r=0.65	33yrs	180
Jet fuel used in Ecuador	r=0.63	33yrs	177
Automotive recalls for issues with the Engine And Engine Cooling	r=0.56	33yrs	168
Asthma prevalence in American children	r=0.72	10yrs	158
Newmont's stock price (NEM)	r=0.74	11yrs	158
Automotive recalls issued by Keystone RV Company	r=0.66	15yrs	154
Customer satisfaction with JCPenney	r=0.65	19yrs	154
Total Number of Successful Mount Everest Climbs	r=0.56	32yrs	150
Customer satisfaction with All Others	r=0.63	18yrs	150
Number of active magazines in the United States	r=0.82	11yrs	148
Jet fuel used in Sudan	r=0.63	33yrs	147
Number of edits to the Wikipedia article for begging the question	r=0.63	12yrs	147
Number of edits to the Wikipedia article for Harvard University	r=0.63	12yrs	147
Total viewership of the Aviva Premiership Rugby final	r=0.81	12yrs	146
Aflac's stock price (AFL)	r=0.66	11yrs	146
NVR, Inc.'s stock price (NVR)	r=0.67	11yrs	146
Customer satisfaction with TJ Maxx	r=0.75	6yrs	146
Number of edits to the Wikipedia article for Persephone	r=0.61	12yrs	144
Yearly peak of NYSE composite index	r=0.78	13yrs	143
Average milk produced per cow in the US	r=0.47	33yrs	142
Total number of automotive recalls	r=0.47	33yrs	141
Number of public school students in Kindergarten	r=0.67	23yrs	138
Customer satisfaction with UPS	r=0.54	19yrs	138
Customer satisfaction with Costco	r=0.58	14yrs	138
Automotive recalls for issues with Exterior Lighting	r=0.45	33yrs	136
Popularity of the first name Aron	r=0.62	33yrs	136
Economic output of Washington metro area	r=0.71	12yrs	134
Customer satisfaction with Southwest Airlines	r=0.52	19yrs	134
Customer satisfaction with Dillard's	r=0.52	19yrs	134
Frank Lampard's appearances for the England national team	r=0.7	14yrs	132
Number of registered Yamaha motorcycles in the UK	r=0.69	13yrs	132
US milk fat used to produce sour cream	r=0.69	13yrs	132
Popularity of the first name Landon	r=0.6	33yrs	132
The divorce rate in New York	r=-0.85	14yrs	132
US dairy skim solids used to produce sour cream	r=0.69	13yrs	131
Popularity of the first name Adan	r=0.59	33yrs	131
Number of edits to the Wikipedia article for Boston Consulting Group (BCG)	r=0.63	6yrs	131
xkcd comics published about artificial intelligence	r=0.75	6yrs	130
Hollister retail store count worldwide	r=0.67	13yrs	130
Total Revenue of the NFL Teams	r=0.68	12yrs	130
Super Bowl TV viewership	r=0.57	23yrs	129
Gasoline Prices in the US	r=0.58	23yrs	129
Budget for largest movie production	r=0.51	33yrs	128
Public school high school enrollments in the United States	r=0.53	33yrs	128
Asthma prevalence in American children	r=0.58	10yrs	128
The number of automotive glass installers and repairers in New York	r=0.68	10yrs	128
The marriage rate in New York	r=-0.82	14yrs	127
Number of edits to the Wikipedia article for Nikola Tesla	r=0.56	12yrs	127
Ticket prices at North American movie theaters	r=0.63	12yrs	126
Intel Corporation's annual revenue	r=0.56	26yrs	126
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.47	33yrs	126
Gasoline pumped in Saint Pierre and Miquelon	r=0.82	13yrs	126
Jet fuel used in Equatorial Guinea	r=0.81	13yrs	114
The Procter & Gamble Company's stock price (PG)	r=0.64	11yrs	113
Wells Fargo & Company's stock price (WFC)	r=0.64	11yrs	103
Popularity of the first name Keira	r=0.59	33yrs	101
Total seasons Darren Fletcher played for Manchester United	r=0.68	10yrs	98
Renewable energy production in Central African Republic	r=0.61	33yrs	97
US milk fat used to produce whey products (net)	r=0.65	13yrs	96
Popularity of the first name Lucia	r=0.58	33yrs	90
Novartis AG's stock price (NVS)	r=0.61	11yrs	88
Number of Miss World delegates	r=0.52	33yrs	87
Hydopower energy generated in Central African Republic	r=0.61	33yrs	87
US average dairy skim-solid content of sour cream	r=0.8	13yrs	86
Popularity of the first name Ella	r=0.58	33yrs	80
Republic Services' stock price (RSG)	r=0.61	11yrs	78
US average dairy skim-solid content of sour cream	r=0.8	13yrs	76
Jet fuel used in Trinidad and Tobago	r=0.62	33yrs	76
Popularity of the first name Joaquin	r=0.58	33yrs	70
Kellogg's stock price (K)	r=0.61	11yrs	68
Wind power generated in Faroe Islands	r=0.68	20yrs	64
Popularity of the first name Ava	r=0.58	33yrs	60
Jet fuel used in Indonesia	r=0.61	33yrs	54
Micron Technology's stock price (MU)	r=-0.9	11yrs	52
Popularity of the first name Rowan	r=0.58	33yrs	50
Gasoline pumped in Sao Tome and Principe	r=0.61	33yrs	44
Bristol-Myers Squibb's stock price (BMY)	r=-0.89	11yrs	41
Popularity of the first name Aiden	r=0.58	33yrs	40
Renewable energy production in Comoros	r=0.58	33yrs	32
Popularity of the first name Samara	r=0.58	33yrs	30
Hydopower energy generated in Comoros	r=0.58	33yrs	22
Popularity of the first name Amalia	r=0.58	33yrs	20
Hydopower energy generated in French Polynesia	r=0.6	30yrs	12
Popularity of the first name Lucas	r=0.57	33yrs	8
Jet fuel used in Mali	r=0.6	33yrs	2
Popularity of the first name Brooklyn	r=0.57	33yrs	-2
Biomass power generated in Sweden	r=0.57	33yrs	-9
Popularity of the first name Ruby	r=0.57	33yrs	-12
Biomass power generated in Austria	r=0.56	33yrs	-20
Popularity of the first name Liliana	r=0.57	33yrs	-22
Renewable energy production in Congo-Kinshasa	r=0.56	33yrs	-30
Popularity of the first name Eva	r=0.57	33yrs	-32
Hydopower energy generated in Congo-Kinshasa	r=0.56	33yrs	-40
Popularity of the first name Lena	r=0.57	33yrs	-42
Popularity of the first name Lilly	r=0.57	33yrs	-52
Popularity of the first name Abram	r=0.57	33yrs	-62

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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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