Top variables that correlate with Air quality in Ann Arbor

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

Variable	Correlation	Years	Sys. Score
Wind power generated in Venezuela	r=0.92	10yrs	316
How good Deep Look YouTube video titles are	r=0.87	10yrs	248
Customer satisfaction with Apple	r=0.78	28yrs	248
Total number of automotive recalls	r=0.63	43yrs	240
Kerosene used in Mali	r=0.79	42yrs	240
Number of Lawyers in the United States	r=0.75	34yrs	235
Biomass power generated in Hungary	r=0.79	32yrs	233
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.64	43yrs	226
Intel Corporation's annual revenue	r=0.71	36yrs	224
Annual Revenue of Walt Disney Company	r=0.7	32yrs	221
Budget for largest movie production	r=0.62	43yrs	220
Number of households headed by single fathers in the United States	r=0.7	32yrs	220
Total number of live births in Australia	r=0.63	43yrs	218
Inflation in the US	r=0.71	31yrs	218
USA Population	r=0.63	43yrs	218
Number of Registered Vehicles in the US	r=0.7	32yrs	218
Yogurt consumption	r=0.75	32yrs	213
Average milk produced per cow in the US	r=0.62	43yrs	210
Italian-type cheese consumption	r=0.75	27yrs	208
Number of public school students in 12th grade	r=0.74	33yrs	208
Customer satisfaction with Dillard's	r=0.72	27yrs	208
Automotive recalls issued by BMW of North America	r=0.57	43yrs	204
Popularity of the first name Lucas	r=0.68	43yrs	204
Popularity of the first name Ruby	r=0.68	43yrs	204
Popularity of the first name Chana	r=0.68	43yrs	204
Customer satisfaction with Southwest Airlines	r=0.69	28yrs	204
Number of public school students in 11th grade	r=0.7	33yrs	202
Automotive recalls for issues with the Electrical System	r=0.57	43yrs	200
Automotive recalls for issues with the Power Train	r=0.57	43yrs	200
Electricity generation in Russia	r=0.77	30yrs	198
Gender pay gap in the U.S.	r=0.69	32yrs	190
Super Bowl TV viewership	r=0.68	33yrs	190
Gasoline pumped in Suriname	r=0.71	42yrs	188
Patents granted in the US	r=0.58	41yrs	186
Patents granted in the US	r=0.58	41yrs	184
Automotive recalls issued by Hyundai Motor America	r=0.59	37yrs	181
Automotive recalls issued by Keystone RV Company	r=0.67	25yrs	181
Automotive recalls issued by Nissan North America	r=0.54	43yrs	180
Arson in Michigan	r=-0.73	38yrs	180
The average number of likes on AsapSCIENCE YouTube videos	r=0.82	12yrs	177
Motor vehicle thefts in Michigan	r=-0.69	38yrs	176
Electricity generation in Kazakhstan	r=0.76	30yrs	176
Butter consumption	r=0.7	32yrs	176
Arson in United States	r=-0.67	38yrs	174
Popularity of the first name Naomi	r=0.67	43yrs	173
Automotive recalls issued by Chrysler	r=0.49	43yrs	172
Automotive recalls issued by Honda	r=0.49	43yrs	172
Automotive recalls for issues with Exterior Lighting	r=0.49	43yrs	168
Number of highschoolers in the US	r=0.66	33yrs	166
Gasoline pumped in Kazakhstan	r=0.78	30yrs	166
Annual US household spending on electricity	r=0.74	23yrs	165
Ticket prices at North American movie theaters	r=0.72	22yrs	164
The distance between Uranus and Saturn	r=0.58	44yrs	164
Annual US household spending on utilities	r=0.73	23yrs	164
Total length of SciShow Space YouTube videos	r=0.74	10yrs	163
Popularity of the first name Josiah	r=0.67	43yrs	163
Petroluem consumption in Turks and Caicos Islands	r=0.8	27yrs	156
Popularity of the first name Liliana	r=0.67	43yrs	153
Fossil fuel use in Belarus	r=0.75	30yrs	145
Burglary rates in the US	r=-0.67	38yrs	144
Popularity of the first name Lucy	r=0.67	43yrs	143
Gasoline Prices in the US	r=0.68	33yrs	139
Hispanic cheese consumption	r=0.75	26yrs	137
Motor vehicle thefts	r=-0.68	38yrs	134
Wind power generated in New Zealand	r=0.74	30yrs	134
Number of public school students in 10th grade	r=0.64	33yrs	133
Popularity of the first name Layla	r=0.67	43yrs	133
Total Sales at Clothing and Accessories Stores	r=0.68	31yrs	132
Annual count of part-time employees in the United States	r=0.68	33yrs	126
Mozzarella cheese consumption	r=0.74	27yrs	126
Nuclear power generation in Romania	r=0.77	26yrs	124
Popularity of the first name Marlee	r=0.67	43yrs	123
Christmas Price Index in the United States	r=0.69	31yrs	121
Milk-fat consumption	r=0.69	32yrs	114
Electricity generation in Saint Kitts and Nevis	r=0.66	42yrs	114
US Annual Tax Revenue	r=0.6	42yrs	113
Popularity of the first name Presley	r=0.67	43yrs	113
Remaining Forest Cover in the Brazilian Amazon	r=-0.78	36yrs	106
Biomass power generated in Singapore	r=0.73	32yrs	104
Popularity of the first name Jude	r=0.67	43yrs	103
American cheese consumption	r=0.66	32yrs	100
Biomass power generated in Sweden	r=0.66	42yrs	94
Popularity of the first name Kennedi	r=0.73	34yrs	93
Viewership count for Days of Our Lives	r=-0.63	42yrs	90
Natural cheese consumption	r=0.73	27yrs	88
Petroluem consumption in Cabo Verde	r=0.68	42yrs	84
Popularity of the first name Wyatt	r=0.66	43yrs	82
Physical album shipment volume in the United States	r=-0.77	24yrs	77
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.75	22yrs	74
Jet fuel used in El Salvador	r=0.68	42yrs	74
Popularity of the first name Nolan	r=0.66	43yrs	72
Gasoline pumped in Guyana	r=0.68	42yrs	64
Popularity of the first name Genesis	r=0.66	43yrs	62
Petroluem consumption in New Caledonia	r=0.68	42yrs	54
Popularity of the first name Vivian	r=0.66	43yrs	52
Jet fuel used in Suriname	r=0.68	42yrs	44
Popularity of the first name Cooper	r=0.66	43yrs	42
Electricity generation in Antigua and Barbuda	r=0.65	42yrs	32
Popularity of the first name Braxton	r=0.66	43yrs	32
Popularity of the first name Lena	r=0.66	43yrs	22
Popularity of the first name Lucia	r=0.66	43yrs	12

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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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