Top variables that correlate with Air quality in Dodge City

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Data source: Environmental Protection Agency
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Air quality in Dodge City correlates with...

Variable	Correlation	Years	Sys. Score
Nuclear power generation in Romania	r=0.95	26yrs	416
Biomass power generated in Slovenia	r=0.94	23yrs	382
Gasoline pumped in Kazakhstan	r=0.91	30yrs	381
The number of pharmacy technicians in Kansas	r=0.91	20yrs	372
GMO use in corn	r=0.91	24yrs	362
GMO use in corn	r=0.91	24yrs	362
Rogers Communications' stock price (RCI)	r=0.86	22yrs	357
Petroluem consumption in Kyrgyzstan	r=0.91	30yrs	351
US production of yogurt, nonfrozen	r=0.89	22yrs	342
US milk fat used to produce yogurt	r=0.89	22yrs	342
Hollister retail store count worldwide	r=0.86	23yrs	338
The number of pharmacists in Kansas	r=0.87	20yrs	338
U.S. direct investment abroad	r=0.85	22yrs	337
US production of butter	r=0.86	22yrs	337
The number of coaches and scouts in Kansas	r=0.87	20yrs	336
Biomass power generated in Rwanda	r=0.9	22yrs	334
UK Service Retail Price Index	r=0.86	19yrs	332
GMO use in corn grown in Kansas	r=0.9	24yrs	331
Jet fuel used in Sao Tome and Principe	r=0.92	22yrs	324
US household spending on pets, toys, and hobbies	r=0.9	23yrs	324
Annual US household spending on electricity	r=0.87	23yrs	320
Jet fuel used in Cabo Verde	r=0.9	22yrs	312
US milk fat used to produce butter	r=0.86	22yrs	307
The number of OSHA specialists in Kansas	r=0.87	19yrs	306
Jet fuel used in Timor-Leste	r=0.92	19yrs	302
Organic Food Sales Volume in the United States	r=0.88	13yrs	298
GMO use in corn grown in Kansas	r=0.88	24yrs	298
US milk fat used to produce whey products (net)	r=0.86	22yrs	297
Total viewership of the Aviva Premiership Rugby final	r=0.86	14yrs	296
The number of physician assistants in Kansas	r=0.86	20yrs	295
US dairy skim solids used to produce yogurt, nonfrozen	r=0.87	22yrs	287
GMO use in cotton	r=0.86	23yrs	281
US production of sour cream	r=0.85	22yrs	276
GMO use in cotton	r=0.86	23yrs	271
Gasoline pumped in Russia	r=0.9	30yrs	270
US dairy skim solids used to produce butter	r=0.86	22yrs	266
Liquefied petroleum gas used in Puerto Rico	r=0.88	31yrs	258
Customer satisfaction with Southwest Airlines	r=0.83	28yrs	255
Customer satisfaction with Apple	r=0.81	28yrs	252
Customer satisfaction with Costco	r=0.82	22yrs	248
Customer satisfaction with Kroger	r=0.79	27yrs	248
Petroluem consumption in Bosnia and Herzegovina	r=0.88	30yrs	246
Customer satisfaction with Dillard's	r=0.78	27yrs	246
Fomento Econ's stock price (FMX)	r=0.8	22yrs	243
Total number of live births in Australia	r=0.84	32yrs	239
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.89	22yrs	238
Electricity generation in Georgia	r=0.85	30yrs	235
Total employee count at Continental AG	r=0.84	24yrs	232
Total Federal Construction Expenditure in the United States	r=0.83	24yrs	230
Yearly Total Gross Income of US Farms	r=0.83	23yrs	230
Ticket prices at North American movie theaters	r=0.81	22yrs	228
Google searches for 'how to make baby'	r=0.82	20yrs	226
Electricity generation in Kazakhstan	r=0.85	30yrs	225
Economic output of Washington metro area	r=0.81	21yrs	224
US average milk-fat content of yogurt, nonfrozen	r=0.86	22yrs	224
Adidas Group's Global Net Sales	r=0.79	23yrs	220
Popularity of the first name Dexter	r=0.83	32yrs	216
Liquefied petroleum gas used in Bosnia and Herzegovina	r=0.87	30yrs	215
The distance between Saturn and the Sun	r=0.79	33yrs	214
The distance between Saturn and Earth	r=0.79	33yrs	214
The distance between Saturn and the moon	r=0.79	33yrs	214
Popularity of the first name Rex	r=0.81	32yrs	213
Enbridge's stock price (ENB)	r=0.79	22yrs	212
Popularity of the first name Beatrice	r=0.8	32yrs	212
Annual US household spending on utilities	r=0.85	23yrs	212
Annual US household spending on telephone services	r=0.85	23yrs	212
Annual US household spending on pets, toys, and hobbies	r=0.85	23yrs	212
Portion of all US dairy skim-solids allocated to the production of yogurt, nonfrozen	r=0.85	22yrs	212
Google searches for 'i cant even'	r=0.79	20yrs	211
Customer satisfaction with Sam's Club	r=0.75	25yrs	210
US household spending on fresh fruits	r=0.83	23yrs	208
US household spending on rented dwellings	r=0.83	23yrs	208
The number of movies Oscar Isaac appeared in	r=0.74	28yrs	208
Annual US household spending on education	r=0.83	21yrs	206
Food spending in Kansas	r=0.8	24yrs	204
Grocery store spend in Kansas	r=0.8	24yrs	204
Wind power generated in Falkland Islands	r=0.9	22yrs	204
Wind power generated in New Caledonia	r=0.87	26yrs	194
Wind power generated in Czechia	r=0.89	22yrs	183
The distance between Saturn and Venus	r=0.78	33yrs	182
British American Tobacco p.l.c.'s stock price (BTI)	r=0.78	22yrs	180
Popularity of the first name Desmond	r=0.79	32yrs	180
The number of medical assistants in Kansas	r=0.82	20yrs	174
Biomass power generated in India	r=0.87	23yrs	171
The distance between Saturn and Mercury	r=0.76	33yrs	170
Chevron's stock price (CVX)	r=0.77	22yrs	168
Popularity of the first name Marlee	r=0.77	32yrs	167
Wind power generated in Taiwan	r=0.87	22yrs	160
Southern Copper's stock price (SCCO)	r=0.75	22yrs	156
Petroluem consumption in Turks and Caicos Islands	r=0.85	27yrs	149
TC Energy's stock price (TRP)	r=0.76	22yrs	146
Kellogg's stock price (K)	r=0.75	22yrs	136
US production of evaporated and condensed milk	r=0.84	22yrs	119
US milk fat used to produce sour cream	r=0.84	22yrs	109
US dairy skim solids used to produce sour cream	r=0.84	22yrs	98
US dairy skim solids used to produce evaporated and condensed milk	r=0.84	22yrs	88
US production of cheese (other than cottage cheese)	r=0.8	22yrs	73
US production of dry milk products (net)	r=0.8	22yrs	63
US milk fat used to produce cheese (excluding cottage cheese)	r=0.8	22yrs	53
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.8	22yrs	42
US dairy skim solids used to produce dry milk products	r=0.8	22yrs	32

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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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