Top variables that correlate with Air quality in Burlington, Vermont

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Data source: Environmental Protection Agency
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Air quality in Burlington, Vermont correlates with...

Variable	Correlation	Years	Sys. Score
US milk fat used to produce whey products (net)	r=0.87	22yrs	338
Average milk produced per cow in the US	r=0.68	43yrs	249
Total number of automotive recalls	r=0.69	43yrs	249
Automotive recalls for issues with the Electrical System	r=0.68	43yrs	246
Kerosene used in Mali	r=0.8	42yrs	242
Super Bowl TV viewership	r=0.78	33yrs	236
Biomass power generated in Belgium	r=0.74	42yrs	236
Fossil fuel use in Bolivia	r=0.74	42yrs	236
Number of Lawyers in the United States	r=0.75	34yrs	235
Annual count of part-time employees in the United States	r=0.8	33yrs	234
Number of households headed by single fathers in the United States	r=0.8	32yrs	234
Patents granted in the US	r=0.7	41yrs	234
Annual Revenue of Walt Disney Company	r=0.78	32yrs	233
Patents granted in the US	r=0.7	41yrs	232
Intel Corporation's annual revenue	r=0.75	36yrs	230
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.67	43yrs	230
US milk fat used to produce yogurt	r=0.85	22yrs	230
Inflation in the US	r=0.78	31yrs	229
USA Population	r=0.7	43yrs	229
Budget for largest movie production	r=0.67	43yrs	228
Total number of live births in Australia	r=0.69	43yrs	228
Gender pay gap in the U.S.	r=0.74	32yrs	227
UEFA European Cup and Champions League Top Scorer's Goal Count	r=0.68	43yrs	226
The number of property association managers in Vermont	r=0.82	20yrs	224
Total Points scored by the New England Patriots in the NFL season	r=0.63	43yrs	218
Popularity of the first name Chana	r=0.77	43yrs	218
Popularity of the first name Lucy	r=0.76	43yrs	216
Popularity of the first name Braxton	r=0.76	43yrs	216
Number of public school students in 12th grade	r=0.78	33yrs	214
GMO use in cotton	r=0.83	23yrs	212
Number of public school students in 11th grade	r=0.76	33yrs	211
Customer satisfaction with All Others	r=0.73	27yrs	209
Customer satisfaction with Apple	r=0.72	28yrs	208
GMO use in cotton	r=0.8	23yrs	207
Annual US household spending on telephone services	r=0.82	23yrs	207
Fossil fuel use in Equatorial Guinea	r=0.74	42yrs	206
Automotive recalls issued by BMW of North America	r=0.58	43yrs	206
Automotive recalls issued by Nissan North America	r=0.58	43yrs	206
Customer satisfaction with Dillard's	r=0.71	27yrs	206
Annual US household spending on electricity	r=0.81	23yrs	206
US kids in public school	r=0.72	33yrs	205
Automotive recalls for issues with the Power Train	r=0.6	43yrs	204
Automotive recalls for issues with the Seats	r=0.6	43yrs	204
US production of yogurt, nonfrozen	r=0.84	22yrs	199
Wind power generated in New Zealand	r=0.82	30yrs	196
US milk fat used to produce sour cream	r=0.84	22yrs	189
Biomass power generated in Poland	r=0.74	42yrs	186
Popularity of the first name Harmony	r=0.76	43yrs	186
US dairy skim solids used to produce sour cream	r=0.84	22yrs	178
Total Sales at Clothing and Accessories Stores	r=0.74	31yrs	176
Popularity of the first name Jude	r=0.76	43yrs	176
Number of highschoolers in the US	r=0.72	33yrs	175
Total hydopower energy generated globally	r=0.73	42yrs	174
U.S. direct investment abroad	r=0.81	22yrs	171
Number of Registered Vehicles in the US	r=0.75	32yrs	166
US dairy skim solids used to produce yogurt, nonfrozen	r=0.83	22yrs	166
Popularity of the first name Stella	r=0.76	43yrs	166
Number of public school students in 10th grade	r=0.72	33yrs	165
Biomass power generated in Austria	r=0.73	42yrs	164
US Annual Tax Revenue	r=0.68	42yrs	160
Popularity of the first name Ryder	r=0.76	43yrs	156
Renewable energy production in Belize	r=0.73	42yrs	154
US Shoe Store Sales	r=0.75	30yrs	154
US production of whey products (net)	r=0.8	22yrs	153
Economic output of Washington metro area	r=0.81	21yrs	149
Popularity of the first name Lucas	r=0.75	43yrs	145
Biomass power generated in Brazil	r=0.73	42yrs	144
Hollister retail store count worldwide	r=0.8	23yrs	144
US dairy skim solids used to produce whey products	r=0.8	22yrs	142
Gasoline Prices in the US	r=0.69	33yrs	135
Popularity of the first name Wyatt	r=0.75	43yrs	135
Electricity generation in Cabo Verde	r=0.73	42yrs	134
Yogurt consumption	r=0.8	32yrs	130
Global plane crashes	r=0.63	43yrs	128
Popularity of the first name Henry	r=0.75	43yrs	125
Renewable energy production in Central African Republic	r=0.73	42yrs	124
Popularity of the first name Levi	r=0.75	43yrs	115
Hydopower energy generated in Central African Republic	r=0.73	42yrs	114
American cheese consumption	r=0.72	32yrs	108
Popularity of the first name Liam	r=0.75	43yrs	105
Fossil fuel use in Egypt	r=0.73	42yrs	104
Butter consumption	r=0.72	32yrs	98
Popularity of the first name Naomi	r=0.75	43yrs	95
Geothermal power generated in Iceland	r=0.73	42yrs	94
Milk-fat consumption	r=0.72	32yrs	88
Popularity of the first name Lyric	r=0.75	43yrs	85
Biomass power generated in Italy	r=0.73	42yrs	84
Muenster cheese consumption	r=0.75	27yrs	78
Popularity of the first name Brielle	r=0.75	43yrs	75
Electricity generation in Jordan	r=0.73	42yrs	74
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.83	22yrs	66
Popularity of the first name Zoey	r=0.75	43yrs	65
Electricity generation in Kuwait	r=0.73	42yrs	64
US average milk-fat content of yogurt, nonfrozen	r=0.84	22yrs	56
Popularity of the first name Juliet	r=0.75	43yrs	55
Fossil fuel use in Maldives	r=0.73	42yrs	54
Popularity of the first name Layla	r=0.75	43yrs	45
Geothermal power generated in New Zealand	r=0.73	42yrs	44
Popularity of the first name Presley	r=0.75	43yrs	35
Popularity of the first name Lia	r=0.75	43yrs	25
US Bottled Water Consumption per Person	r=0.78	24yrs	18

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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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