Top variables that correlate with Air pollution in Grand Rapids, Michigan

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Data source: Environmental Protection Agency
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Air pollution in Grand Rapids, Michigan correlates with...

Variable	Correlation	Years	Has img?
Value of the Victoria's Secret Annual Fantasy Bra	r=0.82	24yrs	Yes!

Air pollution in Grand Rapids, Michigan also correlates with...

Variable	Correlation	Years	Sys. Score
Bachelor's degrees awarded in Legal professions	r=0.95	10yrs	352
Physical album shipment volume in the United States	r=0.88	24yrs	342
US household spending on transportation	r=0.86	23yrs	318
How clickbait-y PBS Space Time YouTube video titles are	r=0.91	9yrs	298
Number of Automotive Franchise Establishments in the US	r=0.85	8yrs	254
AIG's stock price (AIG)	r=0.8	22yrs	243
Jet fuel used in Barbados	r=0.79	42yrs	240
Petroluem consumption in Puerto Rico	r=0.78	42yrs	238
Gasoline pumped in U.S. Virgin Islands	r=0.74	42yrs	232
U.S. intercountry adoptions	r=0.81	23yrs	226
Popularity of the first name Cade	r=0.82	43yrs	226
The number of sheet metal workers in Michigan	r=0.83	20yrs	226
Popularity of the first name Lesly	r=0.81	43yrs	224
The number of floral designers in Michigan	r=0.82	20yrs	224
Popularity of the first name Grace	r=0.8	43yrs	222
Lloyds Banking Group's stock price (LYG)	r=0.79	22yrs	212
Citigroup's stock price (C)	r=0.77	22yrs	208
US household spending on books	r=0.83	23yrs	208
GMO use in cotton	r=0.8	23yrs	207
Automotive recalls for issues with the Fuel System, Gasoline	r=0.62	43yrs	207
US household spending on clothing for men	r=0.82	23yrs	207
Automotive recalls for issues with Service Brakes, Air	r=0.61	43yrs	206
The divorce rate in Michigan	r=0.73	23yrs	205
US average milk-fat content of frozen dairy products	r=0.83	22yrs	204
The marriage rate in Michigan	r=0.73	23yrs	204
Annual US household spending on books	r=0.8	23yrs	204
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.82	22yrs	203
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.82	22yrs	203
US household spending on fresh milk and cream	r=0.79	23yrs	202
US household spending on floor coverings	r=0.79	23yrs	202
US household spending on clothing	r=0.79	23yrs	202
Petroluem consumption in U.S. Virgin Islands	r=0.73	42yrs	201
US birth rates of triplets or more	r=0.77	20yrs	194
The number of postal service machine operators in Michigan	r=0.82	20yrs	194
Popularity of the first name Jada	r=0.8	43yrs	192
Fossil fuel use in New Zealand	r=0.7	42yrs	190
Popularity of the first name Camron	r=0.8	43yrs	182
Total annual sales of Ford Motors in the United States	r=0.74	23yrs	182
Petroluem consumption in Ireland	r=0.71	43yrs	179
Automotive recalls for issues with Trailer Hitches	r=0.55	43yrs	176
Total employee count at Continental AG	r=-0.85	24yrs	172
Popularity of the first name Faith	r=0.79	43yrs	171
US household spending on clothin for women	r=0.78	23yrs	171
US household spending on processed fruits	r=0.77	23yrs	170
US household spending on prescription drugs	r=0.77	23yrs	170
Fossil fuel use in Greece	r=0.69	42yrs	168
U.S. direct investment abroad	r=-0.83	22yrs	168
Total Revenue of the NFL Teams	r=-0.86	20yrs	167
Disney movies released	r=0.7	23yrs	166
Automotive recalls for issues with Steering	r=0.48	43yrs	166
The distance between Neptune and Saturn	r=0.6	44yrs	166
Number of Slot Machines in Nevada	r=0.58	39yrs	164
The number of animal control workers in Michigan	r=0.81	20yrs	162
Popularity of the first name Alexia	r=0.78	43yrs	160
Liquefied petroleum gas used in Greenland	r=0.84	22yrs	158
US milk fat used to produce fluid beverage milk	r=0.77	22yrs	158
The number of locker room attendants in Michigan	r=0.8	20yrs	151
Popularity of the first name Lauryn	r=0.78	43yrs	150
Barclays' stock price (BCS)	r=0.71	22yrs	150
Gasoline pumped in Ireland	r=0.7	43yrs	148
Popularity of the first name Abigayle	r=0.78	43yrs	140
The number of payroll and timekeeping clerks in Michigan	r=0.79	20yrs	140
Petroluem consumption in Spain	r=0.7	43yrs	138
Weyerhaeuser Company's stock price (WY)	r=0.67	22yrs	134
Popularity of the first name Isabel	r=0.77	43yrs	128
The number of telephone operators in Michigan	r=0.79	18yrs	128
US milk fat used to produce sour cream	r=-0.84	22yrs	127
Biomass power generated in Kenya	r=0.67	42yrs	125
Popularity of the first name Trinity	r=0.77	43yrs	118
The number of millwrights in Michigan	r=0.78	20yrs	118
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.78	22yrs	117
Electricity generation in United Kingdom	r=0.67	42yrs	115
Popularity of the first name Coby	r=0.77	43yrs	108
The number of mechanical drafters in Michigan	r=0.77	20yrs	106
US production of sour cream	r=-0.83	22yrs	106
Kerosene used in Sierra Leone	r=0.69	42yrs	105
Popularity of the first name Shamar	r=0.77	43yrs	98
The number of file clerks in Michigan	r=0.77	20yrs	96
US dairy skim solids used to produce sour cream	r=-0.84	22yrs	96
Fossil fuel use in Spain	r=0.65	42yrs	92
Popularity of the first name Jamia	r=0.77	43yrs	88
The number of automotive body repairers in Michigan	r=0.77	20yrs	86
US production of yogurt, nonfrozen	r=-0.82	22yrs	85
Liquefied petroleum gas used in Saint Lucia	r=0.67	42yrs	82
Popularity of the first name Jaqueline	r=0.76	43yrs	76
US milk fat used to produce yogurt	r=-0.82	22yrs	75
Hydopower energy generated in Egypt	r=0.64	42yrs	70
Popularity of the first name Ayanna	r=0.76	43yrs	66
Kerosene used in Angola	r=0.66	42yrs	60
Popularity of the first name Jaylon	r=0.76	43yrs	56
The number of computer programmers in Michigan	r=0.76	20yrs	56
Jet fuel used in U.S. Virgin Islands	r=0.66	42yrs	50
The number of mechanical engineers in Michigan	r=-0.85	20yrs	46
Popularity of the first name Jaden	r=0.75	43yrs	45
Kerosene used in Nepal	r=0.65	42yrs	39
Popularity of the first name Halle	r=0.75	43yrs	35
The number of registered nurses in Michigan	r=-0.86	18yrs	35
Liquefied petroleum gas used in Burundi	r=0.64	42yrs	28
Popularity of the first name Annika	r=0.75	43yrs	25
The number of painting, coating, and decorating workers in Michigan	r=0.76	20yrs	25

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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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