Top variables that correlate with Air quality in Saginaw, Michigan

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Data source: Environmental Protection Agency
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Air quality in Saginaw, Michigan correlates with...

Variable	Correlation	Years	Sys. Score
Gasoline pumped in Cabo Verde	r=0.97	12yrs	402
Jet fuel used in Albania	r=0.95	13yrs	400
Jet fuel used in Mongolia	r=0.98	8yrs	370
Liquefied petroleum gas used in Russia	r=0.93	14yrs	338
US household spending on fresh vegetables	r=0.96	6yrs	311
US household spending on medical supplies	r=0.96	6yrs	311
Biomass power generated in Mauritius	r=0.97	7yrs	310
Number of internet users	r=0.88	13yrs	304
Disney movies released	r=0.92	6yrs	302
Mozzarella cheese consumption	r=0.91	11yrs	301
Petroluem consumption in Vanuatu	r=0.87	26yrs	291
Electricity generation in Czechia	r=0.92	13yrs	278
US household spending on fresh fruits	r=0.93	6yrs	276
US household spending on fish and seafood	r=0.92	6yrs	275
Petroluem consumption in Turks and Caicos Islands	r=0.95	11yrs	268
Italian-type cheese consumption	r=0.88	11yrs	266
Natural cheese consumption	r=0.9	11yrs	262
Number of liposuctions performed on women	r=0.87	9yrs	260
Fossil fuel use in Czechia	r=0.91	13yrs	257
Liquefied petroleum gas used in Moldova	r=0.92	11yrs	244
Grocery store spend in Michigan	r=0.87	9yrs	239
Fossil fuel use in Azerbaijan	r=0.88	14yrs	204
US average dairy skim-solid content of fluid beverage milk	r=0.86	6yrs	203
Liquefied petroleum gas used in Croatia	r=0.89	14yrs	192
Petroluem consumption in Turkmenistan	r=0.89	14yrs	182
Automotive recalls for issues with the Tires	r=0.69	26yrs	180
Nuclear power generation in Russia	r=0.86	14yrs	170
Popularity of the first name Bryan	r=0.75	26yrs	168
Popularity of the first name Melody	r=0.74	26yrs	166
Popularity of the first name Alice	r=0.74	26yrs	166
Asthma attacks in American children	r=0.74	9yrs	160
The number of movies Lily Collins appeared in	r=-1	7yrs	156
Customer satisfaction with Verizon	r=-0.9	12yrs	154
Number of International Tourist Arrivals Worldwide	r=0.84	11yrs	153
Texas Rangers' American League West Division finish position	r=0.63	26yrs	152
Automotive recalls issued by Mack Trucks	r=0.57	26yrs	152
Value of the Victoria's Secret Annual Fantasy Bra	r=0.81	10yrs	148
Customer satisfaction with Dell	r=0.67	9yrs	147
Kobe Bryant's Regular Season Points	r=0.83	9yrs	146
Number of Botox Injections Administered to Women	r=0.79	9yrs	144
U.S. intercountry adoptions	r=0.8	7yrs	143
Kobe Bryant's total free throw count in NBA regular season	r=0.78	9yrs	139
Solar power generated in Sweden	r=0.85	13yrs	138
Number of websites on the internet	r=0.67	15yrs	136
Popularity of the first name Joan	r=0.73	26yrs	135
Torii Hunter's Hit Count	r=0.74	8yrs	132
Total Sales at Clothing and Accessories Stores	r=0.65	14yrs	130
Frank Lampard's Premier League goal tally	r=0.7	10yrs	128
The number of movies Dominic Monaghan appeared in	r=0.77	9yrs	128
Electricity generation in Namibia	r=0.85	11yrs	126
US household spending on fruits and vegetables	r=0.83	6yrs	126
Food spending in Michigan	r=0.81	9yrs	125
Total private high school enrollment in the United States	r=0.55	26yrs	124
Customer satisfaction with Dillard's	r=0.53	12yrs	119
Popularity of the first name Alan	r=0.69	26yrs	119
US household spending on eggs	r=0.81	6yrs	114
Restaurant spending in Michigan	r=0.71	9yrs	113
US Barley Production Volume	r=0.67	6yrs	112
Customer satisfaction with Apple	r=0.48	12yrs	112
US household spending on laundry and cleaning supplies	r=0.8	6yrs	112
Customer satisfaction with The U.S. Postal Service	r=0.47	12yrs	110
US household spending on vehicle insurance	r=0.79	6yrs	110
Popularity of the first name Jillian	r=0.69	26yrs	109
Customer satisfaction with Frontier Communications	r=-0.79	12yrs	108
US household spending on meats, poultry, fish, and eggs	r=0.77	6yrs	108
Wind power generated in Turkiye	r=0.87	8yrs	101
American-type cheese consumption	r=0.82	11yrs	98
Popularity of the first name Michaela	r=-0.86	26yrs	92
The number of movies David Wenham appeared in	r=0.68	14yrs	90
Hispanic cheese consumption	r=0.81	10yrs	85
Number of games won by Miami Marlins in the National League (East Division)	r=0.57	13yrs	84
Popularity of the first name Austen	r=-0.86	26yrs	82
The number of movies Javier Bardem appeared in	r=-0.74	25yrs	78
Viewership of Doctor Who season finale	r=0.5	26yrs	74
Popularity of the first name Darrian	r=-0.87	26yrs	72
MTV VMA Viewer Count	r=0.74	6yrs	68
The number of movies Keira Knightley appeared in	r=0.67	13yrs	67
Cream and Neufchatel cheese consumption	r=0.73	11yrs	64
Inflation in the US	r=0.62	14yrs	63
Popularity of the first name Tarik	r=-0.87	26yrs	62
Christmas Price Index in the United States	r=0.62	14yrs	58
US milk fat used to produce fluid beverage milk	r=0.74	6yrs	53
Popularity of the first name Celena	r=-0.86	26yrs	52
Total minutes of Doctor Who aired	r=0.46	26yrs	50
Global shipwrecks	r=0.48	26yrs	45
Popularity of the first name Austin	r=-0.85	26yrs	40
Gasoline Prices in the US	r=0.56	16yrs	39
US bank failures	r=0.51	6yrs	33
Popularity of the first name Dallas	r=-0.85	26yrs	30
Intercountry adoptions	r=0.67	7yrs	20
Popularity of the first name Juwan	r=-0.85	26yrs	20
Jet fuel used in Fiji	r=0.75	26yrs	18
Zdeno Chara's Seasonal Total Goal Assists	r=0.63	8yrs	13
Popularity of the first name Mikala	r=-0.84	26yrs	10
Jet fuel used in Congo-Brazzaville	r=0.74	26yrs	6
Popularity of the first name Dequan	r=-0.85	26yrs	0
Jet fuel used in Somalia	r=0.73	26yrs	-5
Popularity of the first name Miranda	r=-0.82	26yrs	-12
Popularity of the first name Darian	r=-0.83	26yrs	-22
Popularity of the first name Myranda	r=-0.82	26yrs	-32
Popularity of the first name Salena	r=-0.83	26yrs	-42

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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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