Top variables that correlate with Air quality in Watertown, Wisconsin

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

Variable	Correlation	Years	Sys. Score
The number of market research analysts in Wisconsin	r=0.92	11yrs	335
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.86	22yrs	316
How trendy 'Be Smart' science YouTube video titles are	r=0.91	10yrs	298
Bachelor's degrees awarded in social services	r=0.9	10yrs	264
How nerdy Steve Mould's YouTube video titles are	r=0.85	14yrs	264
Bachelor's degrees awarded in Physical sciences	r=0.88	10yrs	261
Automotive recalls issued by Keystone RV Company	r=0.79	25yrs	249
Customer satisfaction with Southwest Airlines	r=0.78	28yrs	248
US milk fat used to produce sour cream	r=0.85	22yrs	230
US dairy skim solids used to produce sour cream	r=0.85	22yrs	229
Biomass power generated in Slovenia	r=0.8	23yrs	226
Jet fuel used in Iran	r=0.73	37yrs	226
Fossil fuel use in Belarus	r=0.74	30yrs	224
Total number of live births in Australia	r=0.66	38yrs	218
US Bottled Water Consumption per Person	r=0.83	24yrs	216
GMO use in corn	r=0.82	23yrs	213
GMO use in corn grown in Wisconsin	r=0.81	23yrs	212
GMO use in cotton	r=0.83	23yrs	212
Customer satisfaction with T-Mobile	r=0.82	17yrs	212
Annual US household spending on utilities	r=0.85	23yrs	212
US per-person consumption of bottled water	r=0.83	24yrs	210
Annual US household spending on electricity	r=0.84	23yrs	210
Annual US household spending on telephone services	r=0.82	23yrs	207
Annual US household spending on laundry and cleaning supplies	r=0.82	23yrs	207
Annual US household spending on property taxes	r=0.81	23yrs	206
Annual US household spending on housekeeping supplies	r=0.81	23yrs	206
Restaurant spending in Wisconsin	r=0.79	24yrs	205
Annual US household spending on housing	r=0.8	23yrs	204
Customer satisfaction with Dillard's	r=0.69	27yrs	203
Annual US household spending on pets, toys, and hobbies	r=0.79	23yrs	202
Popularity of the first name Demi	r=0.68	38yrs	200
Popularity of the first name Valentina	r=0.68	38yrs	200
Food spending in Wisconsin	r=0.77	24yrs	199
Automotive recalls for issues with the Electrical System	r=0.6	38yrs	199
University Lecturer salaries in the US	r=0.84	13yrs	198
Popularity of the first name Lena	r=0.67	38yrs	198
Electricity generation in Kazakhstan	r=0.74	30yrs	194
U.S. direct investment abroad	r=0.79	22yrs	193
Ticket prices at North American movie theaters	r=0.77	22yrs	192
Total employee count at Continental AG	r=0.77	24yrs	192
Hollister retail store count worldwide	r=0.78	23yrs	191
Economic output of Washington metro area	r=0.78	21yrs	189
Adidas Group's Global Net Sales	r=0.77	23yrs	186
Total Revenue of the NFL Teams	r=0.77	20yrs	186
Jet fuel used in Samoa	r=0.82	22yrs	184
The marriage rate in Wisconsin	r=-0.8	23yrs	184
Aflac's stock price (AFL)	r=0.74	21yrs	183
Telkom Indonesia (Persero) Tbk PT's stock price (Persero)	r=0.74	21yrs	183
US Wind Power Generation Capacity	r=0.72	23yrs	182
Internet Access Rate among US Citizens	r=0.72	23yrs	182
Sempra's stock price (SRE)	r=0.73	21yrs	182
Google searches for 'flights to Antarctica'	r=0.7	19yrs	181
Customer satisfaction with Apple	r=0.67	28yrs	181
GMO use in corn	r=0.8	23yrs	180
Automotive recalls issued by BMW of North America	r=0.58	38yrs	180
Jet fuel used in Sao Tome and Principe	r=0.82	22yrs	174
US average milk-fat content of cheese (other than cottage cheese)	r=0.8	22yrs	170
GMO use in cotton	r=0.81	23yrs	168
Popularity of the first name Santiago	r=0.67	38yrs	168
Liquefied petroleum gas used in Bhutan	r=0.7	37yrs	162
GMO use in soybeans	r=0.79	23yrs	158
Popularity of the first name Lucia	r=0.67	38yrs	158
Petroluem consumption in Palestinian Territories	r=0.78	25yrs	152
US production of sour cream	r=0.79	22yrs	152
Royal Bank of Canada's stock price (RY)	r=0.72	21yrs	150
GMO use in soybeans	r=0.79	23yrs	148
Popularity of the first name Colt	r=0.67	38yrs	148
Liquefied petroleum gas used in Saudi Arabia	r=0.7	37yrs	142
US milk fat used to produce yogurt	r=0.79	22yrs	142
EOG Resources' stock price (EOG)	r=0.72	21yrs	140
Popularity of the first name Marlee	r=0.67	38yrs	138
Nuclear power generation in Canada	r=0.67	37yrs	130
US production of cheese (other than cottage cheese)	r=0.78	22yrs	130
Popularity of the first name Violet	r=0.67	38yrs	128
Kerosene used in Falkland Islands	r=0.76	26yrs	120
US production of yogurt, nonfrozen	r=0.78	22yrs	120
Popularity of the first name Shiloh	r=0.67	38yrs	118
Petroluem consumption in Kazakhstan	r=0.74	30yrs	110
US milk fat used to produce cheese (excluding cottage cheese)	r=0.78	22yrs	110
Popularity of the first name Camila	r=0.67	38yrs	108
Gasoline pumped in Kazakhstan	r=0.74	30yrs	100
Popularity of the first name Leighton	r=0.67	38yrs	98
US milk fat used to produce whey products (net)	r=0.77	22yrs	98
Liquefied petroleum gas used in Kazakhstan	r=0.74	30yrs	90
Popularity of the first name Camilla	r=0.67	38yrs	88
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.78	22yrs	88
Biomass power generated in Poland	r=0.66	37yrs	78
Popularity of the first name Henry	r=0.66	38yrs	76
US dairy skim solids used to produce yogurt, nonfrozen	r=0.76	22yrs	76
Jet fuel used in Mali	r=0.68	37yrs	68
Popularity of the first name Levi	r=0.66	38yrs	66
Kerosene used in Turkmenistan	r=0.72	30yrs	58
Popularity of the first name Amelia	r=0.66	38yrs	56
Kerosene used in Mali	r=0.67	37yrs	47
Popularity of the first name Charlotte	r=0.66	38yrs	46
Petroluem consumption in Sao Tome and Principe	r=0.67	37yrs	37
Popularity of the first name Roman	r=0.66	38yrs	36
Gasoline pumped in Sao Tome and Principe	r=0.66	37yrs	26
Popularity of the first name Oliver	r=0.66	38yrs	26
Popularity of the first name Charlie	r=0.66	38yrs	16
Popularity of the first name Elliot	r=0.66	38yrs	6

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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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