Top variables that correlate with Air quality in Janesville, Wisconsin

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

Variable	Correlation	Years	Sys. Score
The number of market research analysts in Wisconsin	r=0.94	11yrs	338
Biomass power generated in Qatar	r=0.94	10yrs	338
US milk fat used to produce sour cream	r=0.85	22yrs	336
Petroluem consumption in Germany, East	r=0.92	11yrs	334
US dairy skim solids used to produce sour cream	r=0.85	22yrs	334
Bachelor's degrees awarded in social services	r=0.93	10yrs	318
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.87	22yrs	317
University Lecturer salaries in the US	r=0.87	13yrs	307
Bachelor's degrees awarded in Physical sciences	r=0.93	10yrs	298
Bachelor's degrees awarded in Parks & Recreation	r=0.9	10yrs	294
How nerdy Steve Mould's YouTube video titles are	r=0.87	14yrs	286
Automotive recalls issued by Keystone RV Company	r=0.82	25yrs	254
Customer satisfaction with Southwest Airlines	r=0.78	28yrs	248
Customer satisfaction with Apple	r=0.74	28yrs	242
Fossil fuel use in Belarus	r=0.81	30yrs	234
Bachelor's degrees awarded in Agriculture	r=0.88	10yrs	231
Bachelor's degrees awarded in journalism	r=0.87	10yrs	220
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
Restaurant spending in Wisconsin	r=0.82	24yrs	210
Annual US household spending on electricity	r=0.84	23yrs	210
Customer satisfaction with Dillard's	r=0.73	27yrs	209
Annual US household spending on housekeeping supplies	r=0.83	23yrs	208
Annual US household spending on property taxes	r=0.82	23yrs	207
Annual US household spending on telephone services	r=0.82	23yrs	207
Aflac's stock price (AFL)	r=0.76	21yrs	206
Telkom Indonesia (Persero) Tbk PT's stock price (Persero)	r=0.76	21yrs	206
Annual US household spending on laundry and cleaning supplies	r=0.81	23yrs	206
Food spending in Wisconsin	r=0.81	24yrs	205
Annual US household spending on housing	r=0.8	23yrs	204
Kerosene used in Falkland Islands	r=0.84	26yrs	202
Grocery store spend in Wisconsin	r=0.79	24yrs	202
Annual US household spending on other household products	r=0.79	23yrs	202
Annual US household spending on entertainment	r=0.79	23yrs	202
Annual US household spending on pets, toys, and hobbies	r=0.79	23yrs	202
The distance between Neptune and Uranus	r=0.63	43yrs	200
Popularity of the first name Rex	r=0.65	43yrs	200
Popularity of the first name Ira	r=0.63	43yrs	197
Popularity of the first name Myra	r=0.62	43yrs	196
Total comments on Vihart's YouTube videos	r=-0.94	14yrs	195
Total likes of Vihart's YouTube videos	r=-0.92	14yrs	193
Petroluem consumption in Palestinian Territories	r=0.85	25yrs	192
U.S. direct investment abroad	r=0.78	22yrs	192
Hollister retail store count worldwide	r=0.78	23yrs	191
Ticket prices at North American movie theaters	r=0.76	22yrs	190
Internet Access Rate among US Citizens	r=0.77	23yrs	190
Total employee count at Continental AG	r=0.75	24yrs	189
Economic output of Washington metro area	r=0.77	21yrs	188
Hispanic cheese consumption	r=0.81	26yrs	186
Total Revenue of the NFL Teams	r=0.76	20yrs	185
The number of producers and directors in Wisconsin	r=0.76	20yrs	185
Adidas Group's Global Net Sales	r=0.75	23yrs	184
The marriage rate in Wisconsin	r=-0.8	23yrs	184
Sempra's stock price (SRE)	r=0.74	21yrs	183
GMO use in soybeans	r=0.81	23yrs	182
Electricity generation in Kazakhstan	r=0.79	30yrs	181
GMO use in soybeans	r=0.81	23yrs	172
Gasoline pumped in Kazakhstan	r=0.79	30yrs	168
Italian-type cheese consumption	r=0.75	27yrs	168
Average number of comments on Numberphile YouTube videos	r=-0.93	12yrs	162
GMO use in corn	r=0.79	23yrs	158
Electricity generation in Belarus	r=0.76	30yrs	156
Mozzarella cheese consumption	r=0.74	27yrs	156
EOG Resources' stock price (EOG)	r=0.73	21yrs	152
Annual US household spending on alcoholic beverages	r=0.78	23yrs	151
GMO use in cotton	r=0.8	23yrs	147
Liquefied petroleum gas used in Kazakhstan	r=0.76	30yrs	144
General Dynamics' stock price (GD)	r=0.73	21yrs	142
US average milk-fat content of cheese (other than cottage cheese)	r=0.8	22yrs	140
Jet fuel used in Samoa	r=0.82	22yrs	134
Kellogg's stock price (K)	r=0.73	21yrs	132
Natural cheese consumption	r=0.74	27yrs	129
Kerosene used in Turkmenistan	r=0.76	30yrs	124
Becton, Dickinson and Company's stock price (BDX)	r=0.72	21yrs	120
Jet fuel used in Sao Tome and Principe	r=0.81	22yrs	113
US production of cheese (other than cottage cheese)	r=0.78	22yrs	110
Edison International's stock price (EIX)	r=0.72	21yrs	110
Wind power generated in Latvia	r=0.76	26yrs	102
US production of yogurt, nonfrozen	r=0.78	22yrs	100
Corning's stock price (GLW)	r=0.72	21yrs	100
Electricity generation in Russia	r=0.73	30yrs	92
US production of sour cream	r=0.78	22yrs	90
Novartis AG's stock price (NVS)	r=0.71	21yrs	88
Hydopower energy generated in Tajikistan	r=0.72	30yrs	80
US milk fat used to produce cheese (excluding cottage cheese)	r=0.78	22yrs	80
Royal Bank of Canada's stock price (RY)	r=0.71	21yrs	78
Jet fuel used in Botswana	r=0.71	34yrs	70
Wind power generated in Slovenia	r=0.86	9yrs	70
US milk fat used to produce yogurt	r=0.77	22yrs	68
Lockheed Martin's stock price (LMT)	r=0.69	21yrs	68
Petroluem consumption in Kazakhstan	r=0.74	30yrs	60
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.78	22yrs	58
Petroluem consumption in Turks and Caicos Islands	r=0.76	27yrs	50
US milk fat used to produce whey products (net)	r=0.75	22yrs	46
US dairy skim solids used to produce yogurt, nonfrozen	r=0.75	22yrs	34
Biomass power generated in Slovenia	r=0.77	23yrs	11

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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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