Top variables that correlate with Air quality in Buffalo

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Data source: Environmental Protection Agency
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Air quality in Buffalo correlates with...

Variable	Correlation	Years	Sys. Score
Average milk produced per cow in the US	r=0.77	43yrs	262
Total number of automotive recalls	r=0.72	43yrs	254
Automotive recalls issued by BMW of North America	r=0.69	43yrs	252
Automotive recalls for issues with the Electrical System	r=0.7	43yrs	249
Liquefied petroleum gas used in Macau	r=0.84	42yrs	248
Total number of live births in Australia	r=0.82	43yrs	247
Automotive recalls for issues with the Power Train	r=0.68	43yrs	246
Liquefied petroleum gas used in Saudi Arabia	r=0.83	42yrs	246
Petroluem consumption in Sao Tome and Principe	r=0.82	42yrs	244
Automotive recalls issued by Chrysler	r=0.63	43yrs	243
Patents granted in the US	r=0.75	41yrs	242
USA Population	r=0.77	43yrs	240
Patents granted in the US	r=0.74	41yrs	238
Budget for largest movie production	r=0.72	43yrs	235
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.7	43yrs	235
US Annual Tax Revenue	r=0.74	42yrs	234
The number of authors in New York	r=0.83	20yrs	227
Popularity of the first name Colton	r=0.81	43yrs	224
Popularity of the first name Marlee	r=0.81	43yrs	224
Popularity of the first name Vivian	r=0.8	43yrs	222
Intel Corporation's annual revenue	r=0.69	36yrs	220
Number of firearms manufactured in the US	r=0.67	36yrs	218
Global plane crashes	r=0.63	43yrs	218
Total hydopower energy generated globally	r=0.79	42yrs	213
Muenster cheese consumption	r=0.77	27yrs	211
GMO use in corn	r=0.79	24yrs	210
Automotive recalls issued by Nissan North America	r=0.6	43yrs	208
Google searches for 'i have the flu'	r=0.77	20yrs	208
Automotive recalls issued by Mercedes-Benz USA	r=0.59	43yrs	207
Automotive recalls issued by Hyundai Motor America	r=0.63	37yrs	207
Butter consumption	r=0.7	32yrs	206
Automotive recalls for issues with the Seats	r=0.61	43yrs	206
Rogers Communications' stock price (RCI)	r=0.75	22yrs	206
Customer satisfaction with Southwest Airlines	r=0.7	28yrs	206
Automotive recalls issued by Honda	r=0.57	43yrs	204
Electricity generation in Colombia	r=0.79	42yrs	203
The distance between Uranus and Mercury	r=0.63	44yrs	201
Ticket prices at North American movie theaters	r=0.79	22yrs	194
Electricity generation in Libya	r=0.79	42yrs	193
Popularity of the first name Callie	r=0.8	43yrs	192
Economic output of Washington metro area	r=0.8	21yrs	192
Number of edits to the Wikipedia article for Thanksgiving	r=-0.91	16yrs	192
The number of actuaries in New York	r=0.79	20yrs	191
UFO sightings in New York	r=0.6	42yrs	190
Customer satisfaction with Verizon	r=0.79	18yrs	189
U.S. direct investment abroad	r=0.76	22yrs	188
Google searches for 'how to make baby'	r=0.77	20yrs	188
Citigroup's stock price (C)	r=-0.85	22yrs	188
The number of veterinary technologists and technicians in New York	r=0.78	20yrs	188
AIG's stock price (AIG)	r=-0.84	22yrs	187
Total employee count at Continental AG	r=0.73	24yrs	186
Total Revenue of the NFL Teams	r=0.77	20yrs	186
UEFA European Cup and Champions League Top Scorer's Goal Count	r=0.6	43yrs	184
Super Bowl TV viewership	r=0.64	33yrs	184
Fossil fuel use in Libya	r=0.79	42yrs	183
Customer satisfaction with Motorola	r=0.75	18yrs	183
Popularity of the first name Reid	r=0.8	43yrs	182
Customer satisfaction with Apple	r=0.65	28yrs	178
Customer satisfaction with Dillard's	r=0.65	27yrs	177
Geothermal power generated in New Zealand	r=0.79	42yrs	173
Popularity of the first name Levi	r=0.79	43yrs	171
Electricity generation in Saint Kitts and Nevis	r=0.79	42yrs	163
US milk fat used to produce whey products (net)	r=0.79	22yrs	162
Popularity of the first name Genesis	r=0.79	43yrs	161
Lloyds Banking Group's stock price (LYG)	r=-0.84	22yrs	157
The number of college history teachers in New York	r=0.78	19yrs	157
Automotive recalls issued by Porsche	r=0.57	43yrs	154
Petroluem consumption in Algeria	r=0.81	42yrs	153
Popularity of the first name Tucker	r=0.79	43yrs	151
US milk fat used to produce yogurt	r=0.78	22yrs	150
The number of bailiffs in New York	r=0.76	20yrs	146
Liquefied petroleum gas used in Bhutan	r=0.81	42yrs	143
Fomento Econ's stock price (FMX)	r=0.73	22yrs	142
Popularity of the first name Reed	r=0.79	43yrs	141
The number of dining room and cafeteria attendants in New York	r=0.76	20yrs	135
US dairy skim solids used to produce yogurt, nonfrozen	r=0.75	22yrs	134
Gasoline pumped in Brazil	r=0.81	42yrs	133
Popularity of the first name Alia	r=0.79	43yrs	131
Enbridge's stock price (ENB)	r=0.72	22yrs	131
Adidas Group's Global Net Sales	r=0.73	23yrs	130
Automotive recalls issued by Volkswagen Group of America	r=0.54	43yrs	125
Viewership count for Days of Our Lives	r=-0.7	42yrs	123
Total geothermal power generated globally	r=0.78	42yrs	122
Popularity of the first name Liana	r=0.79	43yrs	121
Kellogg's stock price (K)	r=0.7	22yrs	118
Renewable energy production in Bhutan	r=0.78	42yrs	112
Popularity of the first name Leighton	r=0.79	43yrs	111
Hydopower energy generated in Bhutan	r=0.78	42yrs	102
Popularity of the first name Cain	r=0.79	43yrs	101
Fossil fuel use in Bolivia	r=0.78	42yrs	92
Popularity of the first name Lucas	r=0.78	43yrs	90
Electricity generation in Brazil	r=0.78	42yrs	82
Popularity of the first name Nolan	r=0.78	43yrs	80
Renewable energy production in Brazil	r=0.78	42yrs	72
Popularity of the first name Cecilia	r=0.78	43yrs	70
Fossil fuel use in India	r=0.78	42yrs	62
Popularity of the first name Quinn	r=0.78	43yrs	60
Electricity generation in Jordan	r=0.78	42yrs	52
Popularity of the first name Kali	r=0.78	43yrs	50
Popularity of the first name Braxton	r=0.78	43yrs	40
Popularity of the first name Brielle	r=0.78	43yrs	30

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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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