Top variables that correlate with Air quality in Tupelo, Mississippi

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

Variable	Correlation	Years	Sys. Score
GMO use in soybeans	r=0.9	23yrs	360
GMO use in soybeans	r=0.9	23yrs	360
Solar power generated in Gambia	r=0.9	17yrs	340
Biomass power generated in United Arab Emirates	r=1	9yrs	332
GMO use in soybeans in Mississippi	r=0.86	23yrs	324
Renewable energy production in Bahrain	r=0.93	10yrs	317
GMO use in soybeans in Mississippi	r=0.86	23yrs	294
Solar power generated in Bahrain	r=0.93	10yrs	287
Total likes of SciShow Space YouTube videos	r=0.85	10yrs	284
Customer satisfaction with Dillard's	r=0.82	27yrs	252
Bachelor's degrees awarded in journalism	r=0.85	10yrs	242
Hollister retail store count worldwide	r=0.8	23yrs	224
Rogers Communications' stock price (RCI)	r=0.76	22yrs	207
Customer satisfaction with Apple	r=0.71	28yrs	207
Customer satisfaction with Southwest Airlines	r=0.7	28yrs	206
Fomento Econ's stock price (FMX)	r=0.74	22yrs	204
Portion of all US dairy skim-solids allocated to the production of sour cream	r=0.82	22yrs	203
Ticket prices at North American movie theaters	r=0.79	22yrs	194
US milk fat used to produce sour cream	r=0.79	22yrs	192
Number of edits to the Wikipedia article for Thanksgiving	r=-0.91	16yrs	192
US Biomass Energy Production	r=0.82	17yrs	191
Google searches for 'how to make baby'	r=0.79	20yrs	191
Citigroup's stock price (C)	r=-0.88	22yrs	191
Jet fuel used in Botswana	r=0.78	33yrs	190
Economic output of Washington metro area	r=0.79	21yrs	190
US production of yogurt, nonfrozen	r=0.78	22yrs	190
Google searches for 'headache remedies'	r=0.78	20yrs	190
Google searches for 'scooby doo where are you'	r=0.78	20yrs	190
The number of social workers in Mississippi	r=0.79	20yrs	190
The number of physical therapists in Mississippi	r=0.79	20yrs	190
The number of pharmacy technicians in Mississippi	r=0.78	20yrs	188
Customer satisfaction with Verizon	r=0.78	18yrs	188
Customer satisfaction with Motorola	r=0.74	18yrs	182
Customer satisfaction with AT&T	r=0.72	18yrs	178
GMO use in cotton	r=0.83	23yrs	172
Customer satisfaction with Kroger	r=0.61	27yrs	171
Customer satisfaction with All Others	r=0.6	27yrs	170
Annual US household spending on electricity	r=0.77	23yrs	170
Customer satisfaction with LinkedIn	r=0.8	10yrs	168
Annual US household spending on utilities	r=0.76	23yrs	168
Popularity of the 'friday friday friday' meme	r=0.74	18yrs	168
US imports of non-edible fishery product	r=0.78	17yrs	165
Total Revenue of the NFL Teams	r=0.76	20yrs	165
US household spending on property taxes	r=0.73	23yrs	164
China's Annual Passenger Car Production	r=0.76	18yrs	163
Grocery store spend in Mississippi	r=0.73	24yrs	163
Total length of SciShow Space YouTube videos	r=0.74	10yrs	163
The average number of likes on AsapSCIENCE YouTube videos	r=0.72	12yrs	162
GMO use in corn	r=0.79	24yrs	160
US dairy skim solids used to produce sour cream	r=0.79	22yrs	160
Number of active magazines in the United States	r=0.77	15yrs	160
Global Net Sales for Walmart	r=0.74	17yrs	159
AIG's stock price (AIG)	r=-0.85	22yrs	158
U.S. direct investment abroad	r=0.69	22yrs	158
Torii Hunter's Hit Count	r=0.75	18yrs	158
Google searches for 'i have the flu'	r=0.71	20yrs	149
GMO use in cotton in Mississippi	r=0.8	23yrs	147
Lloyds Banking Group's stock price (LYG)	r=-0.82	22yrs	145
US milk fat used to produce yogurt	r=0.74	22yrs	144
Jet fuel used in Timor-Leste	r=0.82	19yrs	142
The number of floral designers in Mississippi	r=-0.89	20yrs	140
Average number of comments on CGP Grey YouTube videos	r=0.71	13yrs	132
Biomass power generated in Mauritius	r=0.77	23yrs	131
British American Tobacco p.l.c.'s stock price (BTI)	r=0.72	22yrs	131
Google searches for 'snoop dog'	r=-0.87	20yrs	130
The number of sewing machine operators in Mississippi	r=-0.89	20yrs	130
Biomass power generated in Slovenia	r=0.76	23yrs	120
Enbridge's stock price (ENB)	r=0.71	22yrs	120
US average milk-fat content of sour cream	r=0.78	22yrs	117
Google searches for 'how to make baby'	r=0.76	20yrs	116
The number of registered nurses in Mississippi	r=0.78	18yrs	116
Electricity generation in Kazakhstan	r=0.71	30yrs	109
TC Energy's stock price (TRP)	r=0.69	22yrs	105
GMO use in cotton in Mississippi	r=0.78	23yrs	104
Portion of all US dairy skim-solids allocated to the production of yogurt, nonfrozen	r=0.76	22yrs	104
The number of tool and die makers in Mississippi	r=-0.83	20yrs	104
Google searches for 'where to buy bleach'	r=0.71	20yrs	99
Nuclear power generation in Canada	r=0.68	33yrs	98
Dominion Energy's stock price (D)	r=0.67	22yrs	94
The number of upholsterers in Mississippi	r=-0.83	20yrs	94
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.75	22yrs	92
Google searches for 'velociraptor'	r=0.71	20yrs	89
Liquefied petroleum gas used in Moldova	r=0.73	27yrs	86
Colgate-Palmolive Company's stock price (CL)	r=0.66	22yrs	82
The number of occupational therapists in Mississippi	r=0.74	20yrs	82
US production of sour cream	r=0.71	22yrs	80
Jet fuel used in Sao Tome and Principe	r=0.76	22yrs	76
The number of veterinarians in Mississippi	r=0.74	20yrs	72
Unilever's stock price (UL)	r=0.65	22yrs	70
US production of evaporated and condensed milk	r=0.71	22yrs	70
Kerosene used in Falkland Islands	r=0.72	26yrs	64
The number of dental assistants in Mississippi	r=0.74	20yrs	62
Kellogg's stock price (K)	r=0.65	22yrs	60
Gasoline pumped in Kazakhstan	r=0.7	30yrs	54
The number of respiratory therapists in Mississippi	r=0.72	20yrs	49
Jet fuel used in Iran	r=0.67	33yrs	43
Petroluem consumption in Turks and Caicos Islands	r=0.71	27yrs	33
Jet fuel used in Mongolia	r=0.72	24yrs	22
Petroluem consumption in Palestinian Territories	r=0.72	25yrs	12
Jet fuel used in Samoa	r=0.74	22yrs	2
Jet fuel used in Saint Vincent/Grenadines	r=-0.84	24yrs	-22

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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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