Top variables that correlate with Air quality in Vicksburg, Mississippi

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Data source: Environmental Protection Agency
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Air quality in Vicksburg, Mississippi correlates with...

Variable	Correlation	Years	Sys. Score
Annual US household spending on vehicle insurance	r=0.98	6yrs	329
US household spending on healthcare	r=0.98	6yrs	329
US household spending on health insurance	r=0.97	6yrs	328
Annual US household spending on fresh vegetables	r=0.96	6yrs	311
Total Federal Construction Expenditure in the United States	r=0.95	7yrs	300
Solar power generated in Nicaragua	r=0.94	6yrs	300
US Undergraduate Enrollment	r=0.94	6yrs	298
Internet Access Rate among US Citizens	r=0.93	6yrs	296
Biomass power generated in Mozambique	r=0.91	6yrs	295
Jet fuel used in Dominica	r=0.91	6yrs	292
GMO use in soybeans in Mississippi	r=0.94	6yrs	284
GMO use in soybeans in Mississippi	r=0.94	6yrs	284
GMO use in soybeans	r=0.91	6yrs	280
Annual US household spending on medical supplies	r=0.92	6yrs	275
Number of registered Yamaha motorcycles in the UK	r=0.9	6yrs	262
Frank Lampard's appearances for the England national team	r=0.88	7yrs	257
US milk fat used to produce cottage cheese	r=0.86	6yrs	256
GMO use in soybeans	r=0.91	6yrs	250
Annual US household spending on health insurance	r=0.89	6yrs	240
US household spending on entertainment	r=0.88	6yrs	239
US average milk-fat content of sour cream	r=0.88	6yrs	236
Annual US household spending on fish and seafood	r=0.86	6yrs	236
Annual US household spending on fruits and vegetables	r=0.86	6yrs	236
Annual US household spending on fresh fruits	r=0.85	6yrs	234
Biomass power generated in Uganda	r=0.89	6yrs	232
Biomass power generated in Sudan	r=0.87	6yrs	209
GMO use in cotton in Mississippi	r=0.9	6yrs	205
Liquefied petroleum gas used in Gambia	r=0.86	6yrs	194
Annual US household spending on healthcare	r=0.85	6yrs	184
McDonald's American Customer Satisfaction Index Score	r=0.81	6yrs	166
Kerosene used in Mali	r=0.82	19yrs	152
Customer satisfaction with Costco	r=0.75	7yrs	147
US milk fat used to produce yogurt	r=0.83	6yrs	146
Customer satisfaction with Dillard's	r=0.64	12yrs	146
Intercountry adoptions	r=0.83	7yrs	144
UK Service Retail Price Index	r=0.82	6yrs	144
Points Scored by the losing team in the Super Bowl	r=0.51	19yrs	139
Unemployment Rate in the United States	r=0.71	16yrs	138
Zdeno Chara's Seasonal Total Goal Assists	r=0.76	8yrs	138
U.S. intercountry adoptions	r=0.76	7yrs	137
Popularity of the first name Rogelio	r=0.7	19yrs	134
Customer satisfaction with Apple	r=0.55	12yrs	122
Automotive recalls issued by Porsche	r=0.45	19yrs	117
The distance between Jupiter and Venus	r=0.67	19yrs	117
Number of Earthquakes in the United States	r=0.58	16yrs	116
Popularity of the first name Coral	r=0.68	19yrs	116
Customer satisfaction with All Others	r=0.52	11yrs	116
US production of cottage cheese	r=0.81	6yrs	114
Customer satisfaction with Southwest Airlines	r=0.5	12yrs	114
Golden State Warriors' Seasonal Total Wins	r=0.52	19yrs	113
The number of movies Scarlett Johansson appeared in	r=0.65	12yrs	113
Customer satisfaction with Publix	r=0.48	12yrs	112
The distance between Jupiter and the Sun	r=0.61	19yrs	108
Popularity of the first name Edgar	r=0.63	19yrs	108
US dairy skim solids used to produce cottage cheese	r=0.81	6yrs	102
U.S. direct investment abroad	r=0.79	6yrs	82
US milk fat used to produce sour cream	r=0.8	6yrs	82
Biomass power generated in Eswatini	r=0.85	6yrs	81
GMO use in cotton	r=0.84	6yrs	81
Global Commercial Vehicle Production	r=0.8	6yrs	77
US household spending on housekeeping supplies	r=0.83	6yrs	71
Wind power generated in Tunisia	r=0.84	6yrs	70
US production of yogurt, nonfrozen	r=0.79	6yrs	70
Annual US household spending on education	r=0.82	6yrs	65
Hollister retail store count worldwide	r=0.78	6yrs	64
US dairy skim solids used to produce sour cream	r=0.8	6yrs	60
US household spending on home maintenance	r=0.82	6yrs	60
GMO use in corn	r=0.81	6yrs	60
Biomass power generated in Slovenia	r=0.82	7yrs	58
US Wind Power Generation Capacity	r=0.76	6yrs	56
US dairy skim solids used to produce yogurt, nonfrozen	r=0.79	6yrs	49
US per-person consumption of bottled water	r=0.81	7yrs	49
Wind power generated in Poland	r=0.79	11yrs	47
Organic Food Sales Volume in the United States	r=0.76	6yrs	43
GMO use in cotton in Mississippi	r=0.77	6yrs	40
Annual US household spending on housekeeping supplies	r=0.77	6yrs	38
Wind power generated in Ukraine	r=0.8	8yrs	36
Number of registered Honda motorcycles in the UK	r=0.72	6yrs	35
US production of cream products	r=0.75	6yrs	34
Canadian Carbon Dioxide Emissions	r=0.7	6yrs	27
Hydopower energy generated in Tajikistan	r=0.75	14yrs	24
US milk fat used to produce evaporated and condensed milk	r=0.75	6yrs	24
Bankruptcy filings in the US	r=0.61	8yrs	17
US dairy skim solids used to produce cream products	r=0.75	6yrs	13
Renewable energy production in Azerbaijan	r=0.73	14yrs	11
US Bottled Water Consumption per Person	r=0.81	7yrs	10
US Tree Nut Consumption per Person	r=0.79	6yrs	10
US Employment Rate	r=-0.81	16yrs	3
Portion of all US dairy skim-solids allocated to the production of sour cream	r=0.82	6yrs	2
Hydopower energy generated in Azerbaijan	r=0.73	14yrs	1
Number of Botox Injections Administered to Women	r=0.61	9yrs	-4
US average milk-fat content of cheese (other than cottage cheese)	r=0.82	6yrs	-8
Wind power generated in Latvia	r=0.75	10yrs	-10
Kerosene used in Falkland Islands	r=0.77	10yrs	-20
US average milk-fat content of yogurt, nonfrozen	r=0.81	6yrs	-20
Solar power generated in Bangladesh	r=0.74	9yrs	-32
US production of cheese (other than cottage cheese)	r=0.71	6yrs	-32
Geothermal power generated in United States	r=0.68	19yrs	-42
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.71	6yrs	-43
Renewable energy production in Uzbekistan	r=0.71	14yrs	-52
US milk fat used to produce cheese (excluding cottage cheese)	r=0.69	6yrs	-55

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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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