Top variables that correlate with Air pollution in Yakima, Washington

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Data source: Environmental Protection Agency
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Air pollution in Yakima, Washington correlates with...

Variable	Correlation	Years	Sys. Score
Electricity generation in Russia	r=0.9	30yrs	382
Kerosene used in Falkland Islands	r=0.94	26yrs	382
Electricity generation in Kazakhstan	r=0.89	30yrs	351
Hollister retail store count worldwide	r=0.87	23yrs	340
US milk fat used to produce sour cream	r=0.88	22yrs	340
US dairy skim solids used to produce sour cream	r=0.88	22yrs	338
Italian-type cheese consumption	r=0.86	27yrs	330
GMO use in soybeans	r=0.87	23yrs	326
GMO use in soybeans	r=0.87	23yrs	326
GMO use in cotton	r=0.88	23yrs	324
Grocery store spend in Washington	r=0.89	24yrs	322
Annual US household spending on utilities	r=0.86	23yrs	318
Gasoline pumped in Kazakhstan	r=0.88	30yrs	316
Food spending in Washington	r=0.85	24yrs	316
Annual US household spending on electricity	r=0.85	23yrs	316
Petroluem consumption in Turks and Caicos Islands	r=0.89	27yrs	305
Hispanic cheese consumption	r=0.87	26yrs	300
Liquefied petroleum gas used in Bosnia and Herzegovina	r=0.85	30yrs	292
Mozzarella cheese consumption	r=0.85	27yrs	288
Petroluem consumption in Palestinian Territories	r=0.88	25yrs	282
Wind power generated in New Caledonia	r=0.85	26yrs	271
US average dairy skim-solid content of fluid beverage milk	r=0.85	22yrs	262
Jet fuel used in Macau	r=0.86	27yrs	260
Customer satisfaction with Apple	r=0.84	28yrs	256
Jet fuel used in Mongolia	r=0.87	24yrs	249
Customer satisfaction with Dillard's	r=0.78	27yrs	246
Total Sales at Clothing and Accessories Stores	r=0.74	31yrs	226
Inflation in the US	r=0.74	31yrs	223
Adidas Group's Global Net Sales	r=0.79	23yrs	220
Christmas Price Index in the United States	r=0.72	31yrs	220
Automotive recalls issued by Keystone RV Company	r=0.75	25yrs	213
Customer satisfaction with Costco	r=0.79	22yrs	213
US per-person consumption of bottled water	r=0.84	24yrs	211
Edison International's stock price (EIX)	r=0.78	22yrs	210
Customer satisfaction with All Others	r=0.73	27yrs	209
The number of movies Oscar Isaac appeared in	r=0.75	28yrs	209
Customer satisfaction with Publix	r=0.72	27yrs	208
Annual US household spending on alcoholic beverages	r=0.83	23yrs	208
Annual US household spending on entertainment	r=0.83	23yrs	208
TC Energy's stock price (TRP)	r=0.77	22yrs	207
Customer satisfaction with Southwest Airlines	r=0.71	28yrs	207
Annual US household spending on housing	r=0.82	23yrs	207
Annual US household spending on property taxes	r=0.82	23yrs	207
Annual US household spending on telephone services	r=0.82	23yrs	207
Annual US household spending on housekeeping supplies	r=0.82	23yrs	207
Restaurant spending in Washington	r=0.8	24yrs	206
Canadian Imperial Bank of Commerce's stock price (CM)	r=0.76	22yrs	206
Popularity of the first name Elyse	r=0.69	43yrs	206
Customer satisfaction with Kroger	r=0.71	27yrs	206
Annual US household spending on education	r=0.82	21yrs	205
Annual US household spending on dairy products	r=0.8	23yrs	204
Popularity of the first name Dexter	r=0.63	43yrs	197
U.S. direct investment abroad	r=0.79	22yrs	193
Economic output of Washington metro area	r=0.8	21yrs	192
Yearly Total Gross Income of US Farms	r=0.77	23yrs	191
The number of groundskeepers in Washington	r=0.8	20yrs	191
Number of internet users	r=0.75	24yrs	190
The number of dental hygienists in Washington	r=0.79	20yrs	190
The number of industrial machinery mechanics in Washington	r=0.79	20yrs	190
Ticket prices at North American movie theaters	r=0.75	22yrs	188
The divorce rate in Washington	r=-0.82	23yrs	188
GMO use in corn	r=0.84	24yrs	187
Telkom Indonesia (Persero) Tbk PT's stock price (Persero)	r=0.75	22yrs	176
Total length of SciShow Space YouTube videos	r=0.82	10yrs	175
Customer satisfaction with Sam's Club	r=0.64	25yrs	174
US production of yogurt, nonfrozen	r=0.85	22yrs	170
US Bottled Water Consumption per Person	r=0.84	24yrs	167
GMO use in cotton	r=0.79	23yrs	166
Rogers Communications' stock price (RCI)	r=0.75	22yrs	166
US production of evaporated and condensed milk	r=0.82	22yrs	156
AvalonBay Communities' stock price (AVB)	r=0.74	22yrs	154
US milk fat used to produce whey products (net)	r=0.82	22yrs	146
Total employee count at Continental AG	r=0.76	24yrs	140
Hydopower energy generated in Tajikistan	r=0.83	30yrs	137
US production of sour cream	r=0.81	22yrs	134
Average Cost of a 30-Second Ad Commercial during the Academy Awards	r=0.77	21yrs	133
Fossil fuel use in Belarus	r=0.82	30yrs	126
US Shoe Store Sales	r=0.7	30yrs	126
US production of butter	r=0.8	22yrs	123
GMO use in corn	r=0.74	24yrs	122
Gasoline Prices in the US	r=0.66	33yrs	121
Simon Property Group's stock price (SPG)	r=0.71	22yrs	120
Nuclear power generation in Czechia	r=0.83	29yrs	116
US milk fat used to produce butter	r=0.8	22yrs	113
Dominion Energy's stock price (D)	r=0.71	22yrs	110
Liquefied petroleum gas used in North Macedonia	r=0.84	30yrs	106
US milk fat used to produce yogurt	r=0.8	22yrs	103
Gasoline pumped in Russia	r=0.84	30yrs	96
Equity Residential's stock price (EQR)	r=0.69	22yrs	96
US dairy skim solids used to produce evaporated and condensed milk	r=0.81	22yrs	93
Petroluem consumption in Kyrgyzstan	r=0.83	30yrs	84
US dairy skim solids used to produce butter	r=0.8	22yrs	82
Wind power generated in Latvia	r=0.83	26yrs	73
US dairy skim solids used to produce yogurt, nonfrozen	r=0.8	22yrs	72
Fossil fuel use in Eritrea	r=0.81	28yrs	62
Natural cheese consumption	r=0.83	27yrs	52
Electricity generation in Azerbaijan	r=0.79	30yrs	51
Electricity generation in Belarus	r=0.79	30yrs	41
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.81	22yrs	33
Portion of all US dairy skim-solids allocated to the production of sour cream	r=0.81	22yrs	22
US average milk-fat content of yogurt, nonfrozen	r=0.8	22yrs	10

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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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