Top variables that correlate with Air quality in Manitowoc, Wisconsin

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Data source: Environmental Protection Agency
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Air quality in Manitowoc, Wisconsin correlates with...

Variable	Correlation	Years	Sys. Score
Petroluem consumption in Turks and Caicos Islands	r=0.87	27yrs	342
Biomass power generated in India	r=0.86	23yrs	340
Mozzarella cheese consumption	r=0.89	27yrs	334
Italian-type cheese consumption	r=0.88	27yrs	332
Hispanic cheese consumption	r=0.85	26yrs	327
Restaurant spending in Wisconsin	r=0.86	24yrs	320
Food spending in Wisconsin	r=0.86	24yrs	318
Grocery store spend in Wisconsin	r=0.86	24yrs	318
US household spending on healthcare	r=0.86	23yrs	318
US household spending on health insurance	r=0.86	23yrs	318
Natural cheese consumption	r=0.88	27yrs	295
Automotive recalls issued by BMW of North America	r=0.72	39yrs	252
Total number of automotive recalls	r=0.69	39yrs	245
Automotive recalls for issues with the Power Train	r=0.69	39yrs	244
Jet fuel used in Tanzania	r=0.84	38yrs	244
Automotive recalls for issues with the Electrical System	r=0.68	39yrs	242
Automotive recalls issued by Mercedes-Benz USA	r=0.65	39yrs	242
Customer satisfaction with Dillard's	r=0.75	27yrs	242
Patents granted in the US	r=0.74	37yrs	236
Patents granted in the US	r=0.74	37yrs	234
Total number of live births in Australia	r=0.74	39yrs	231
Intel Corporation's annual revenue	r=0.75	36yrs	230
U.S. direct investment abroad	r=0.83	22yrs	229
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.68	39yrs	228
Total Revenue of the NFL Teams	r=0.84	20yrs	227
USA Population	r=0.71	39yrs	226
The number of university biological science teachers in Wisconsin	r=0.82	20yrs	224
Adidas Group's Global Net Sales	r=0.81	23yrs	222
Total budget of Marvel comic-based films released	r=0.69	35yrs	222
US Annual Tax Revenue	r=0.68	38yrs	221
Popularity of the first name Lena	r=0.79	39yrs	217
Popularity of the first name Camilla	r=0.79	39yrs	217
Popularity of the first name Maximiliano	r=0.79	39yrs	217
The distance between Neptune and Uranus	r=0.76	39yrs	216
Automotive recalls issued by Keystone RV Company	r=0.76	25yrs	214
GMO use in corn	r=0.82	23yrs	213
GMO use in cotton	r=0.84	23yrs	213
GMO use in corn grown in Wisconsin	r=0.81	23yrs	212
US household spending on rented dwellings	r=0.84	23yrs	210
EOG Resources' stock price (EOG)	r=0.78	21yrs	209
Average milk produced per cow in the US	r=0.7	39yrs	208
Biomass power generated in Brazil	r=0.78	38yrs	208
Automotive recalls issued by Honda	r=0.62	39yrs	208
Customer satisfaction with Apple	r=0.72	28yrs	208
Annual US household spending on health insurance	r=0.83	23yrs	208
Automotive recalls for issues with the Air Bags	r=0.68	33yrs	206
Automotive recalls issued by Hyundai Motor America	r=0.62	37yrs	206
Automotive recalls issued by Porsche	r=0.61	39yrs	206
Pioneer Natural Resources Company's stock price (PXD)	r=0.76	21yrs	206
Annual US household spending on telephone services	r=0.81	23yrs	206
Annual US household spending on healthcare	r=0.81	23yrs	206
US per-person consumption of bottled water	r=0.79	24yrs	204
RTX Corp's stock price (RTX)	r=0.75	21yrs	204
Annual US household spending on rented dwellings	r=0.8	23yrs	204
Annual US household spending on education	r=0.81	21yrs	204
Fossil fuel use in Equatorial Guinea	r=0.78	38yrs	198
Geothermal power generated in New Zealand	r=0.78	38yrs	188
Popularity of the first name Evelyn	r=0.78	39yrs	186
Fossil fuel use in Belarus	r=0.83	30yrs	177
US production of cheese (other than cottage cheese)	r=0.82	22yrs	176
Popularity of the first name Elliot	r=0.78	39yrs	176
Dominion Energy's stock price (D)	r=0.75	21yrs	174
Electricity generation in Bangladesh	r=0.77	38yrs	166
Popularity of the first name Genevieve	r=0.78	39yrs	166
US milk fat used to produce cheese (excluding cottage cheese)	r=0.81	22yrs	164
Fossil fuel use in Bangladesh	r=0.77	38yrs	156
Popularity of the first name Elliott	r=0.78	39yrs	156
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.82	22yrs	154
Automotive recalls issued by Volkswagen Group of America	r=0.6	39yrs	154
Electricity generation in Belize	r=0.77	38yrs	146
Popularity of the first name Valentina	r=0.78	39yrs	146
US production of sour cream	r=0.8	22yrs	143
US Bottled Water Consumption per Person	r=0.8	24yrs	141
Electricity generation in Equatorial Guinea	r=0.77	38yrs	136
Popularity of the first name Axel	r=0.78	39yrs	136
American-type cheese consumption	r=0.84	27yrs	132
Fossil fuel use in Eritrea	r=0.84	28yrs	126
Popularity of the first name Camila	r=0.78	39yrs	126
The number of Breweries in the United States	r=0.69	33yrs	125
Butter consumption	r=0.78	32yrs	118
Biomass power generated in Italy	r=0.77	38yrs	116
Popularity of the first name Stella	r=0.78	39yrs	116
Fossil fuel use in Maldives	r=0.77	38yrs	106
Popularity of the first name Emery	r=0.78	39yrs	106
Milk-fat consumption	r=0.71	32yrs	97
Biomass power generated in Nicaragua	r=0.77	38yrs	96
Popularity of the first name Leighton	r=0.78	39yrs	96
Biomass power generated in Poland	r=0.77	38yrs	86
Popularity of the first name Karson	r=0.78	39yrs	86
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.82	22yrs	84
Electricity generation in Qatar	r=0.77	38yrs	76
Popularity of the first name Henry	r=0.77	39yrs	74
US average milk-fat content of cheese (other than cottage cheese)	r=0.83	22yrs	74
Electricity generation in Russia	r=0.82	30yrs	66
Popularity of the first name Levi	r=0.77	39yrs	64
Electricity generation in Sudan	r=0.77	38yrs	56
Popularity of the first name Amelia	r=0.77	39yrs	54
Hydopower energy generated in Sudan	r=0.77	38yrs	46
Popularity of the first name Nolan	r=0.77	39yrs	44
Popularity of the first name Charlotte	r=0.77	39yrs	34
Popularity of the first name Vivian	r=0.77	39yrs	24

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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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