Top variables that correlate with Air quality in Sacramento

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

Variable	Correlation	Years	Sys. Score
Liquefied petroleum gas used in Saudi Arabia	r=0.85	42yrs	354
Wind power generated in Czechia	r=0.9	22yrs	344
Biomass power generated in India	r=0.87	23yrs	341
U.S. direct investment abroad	r=0.86	22yrs	338
US milk fat used to produce yogurt	r=0.87	22yrs	338
Google searches for 'what is the FDIC'	r=0.87	20yrs	338
The number of court and municipal clerks in California	r=0.88	20yrs	338
US milk fat used to produce whey products (net)	r=0.86	22yrs	337
US dairy skim solids used to produce yogurt, nonfrozen	r=0.87	22yrs	337
The number of costume attendants in California	r=0.87	20yrs	336
Economic output of Washington metro area	r=0.85	21yrs	334
The number of medical assistants in California	r=0.85	20yrs	334
GMO use in corn	r=0.89	24yrs	330
GMO use in cotton	r=0.9	23yrs	327
GMO use in cotton in California	r=0.85	23yrs	320
Annual US household spending on telephone services	r=0.86	23yrs	318
Annual US household spending on electricity	r=0.85	23yrs	316
Annual US household spending on education	r=0.85	21yrs	314
Jet fuel used in Sao Tome and Principe	r=0.89	22yrs	310
US dairy skim solids used to produce evaporated and condensed milk	r=0.87	22yrs	307
Biomass power generated in Rwanda	r=0.86	22yrs	298
Total viewership of the Aviva Premiership Rugby final	r=0.87	14yrs	298
US production of yogurt, nonfrozen	r=0.85	22yrs	296
Biomass power generated in Zambia	r=0.86	22yrs	288
Wind power generated in Falkland Islands	r=0.85	22yrs	277
Wind power generated in Taiwan	r=0.85	22yrs	267
Automotive recalls for issues with the Electrical System	r=0.76	43yrs	258
Jet fuel used in Samoa	r=0.87	22yrs	257
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.87	22yrs	257
Total number of automotive recalls	r=0.74	43yrs	256
Automotive recalls for issues with the Power Train	r=0.74	43yrs	255
Automotive recalls issued by BMW of North America	r=0.71	43yrs	255
EOG Resources' stock price (EOG)	r=0.84	22yrs	249
Chevron's stock price (CVX)	r=0.83	22yrs	248
Automotive recalls for issues with the Seats	r=0.68	43yrs	246
Automotive recalls issued by Chrysler	r=0.65	43yrs	246
Patents granted in the US	r=0.77	41yrs	245
US average milk-fat content of yogurt, nonfrozen	r=0.86	22yrs	244
Royal Bank of Canada's stock price (RY)	r=0.81	22yrs	244
Automotive recalls issued by Honda	r=0.63	43yrs	243
Liquefied petroleum gas used in Maldives	r=0.86	18yrs	242
Budget for largest movie production	r=0.77	43yrs	242
Total number of live births in Australia	r=0.79	43yrs	242
Automotive recalls issued by Mercedes-Benz USA	r=0.62	43yrs	242
USA Population	r=0.77	43yrs	240
Patents granted in the US	r=0.76	41yrs	240
Customer satisfaction with Southwest Airlines	r=0.73	28yrs	240
US Annual Tax Revenue	r=0.75	42yrs	236
Ticket prices at North American movie theaters	r=0.85	22yrs	234
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.69	43yrs	234
Gasoline pumped in Timor-Leste	r=0.86	19yrs	232
Intel Corporation's annual revenue	r=0.77	36yrs	232
Number of Lawyers in the United States	r=0.73	34yrs	232
Total employee count at Continental AG	r=0.83	24yrs	231
Google searches for 'i am tired'	r=0.83	20yrs	230
Google searches for 'highest paying jobs'	r=0.85	20yrs	230
Total Revenue of the NFL Teams	r=0.85	20yrs	228
Yearly Total Gross Income of US Farms	r=0.81	23yrs	227
Popularity of the first name Levi	r=0.83	43yrs	227
Adidas Group's Global Net Sales	r=0.83	23yrs	226
Super Bowl TV viewership	r=0.72	33yrs	226
Popularity of the first name Reid	r=0.82	43yrs	226
Popularity of the first name Valentina	r=0.82	43yrs	226
Sempra's stock price (SRE)	r=0.81	22yrs	214
Average milk produced per cow in the US	r=0.77	43yrs	212
Kellogg's stock price (K)	r=0.81	22yrs	204
The number of fashion designers in California	r=0.84	20yrs	198
Google searches for 'tummy ache'	r=0.82	20yrs	196
Popularity of the first name Milan	r=0.82	43yrs	196
Rogers Communications' stock price (RCI)	r=0.8	22yrs	193
The number of pharmacy technicians in California	r=0.85	20yrs	188
Popularity of the first name Leighton	r=0.82	43yrs	186
The number of industrial machinery mechanics in California	r=0.84	20yrs	177
Popularity of the first name Cain	r=0.82	43yrs	176
UK Service Retail Price Index	r=0.84	19yrs	174
Popularity of the first name Henry	r=0.81	43yrs	164
Popularity of the first name Liam	r=0.81	43yrs	154
US production of cheese (other than cottage cheese)	r=0.84	22yrs	149
Popularity of the first name Quinn	r=0.81	43yrs	144
US milk fat used to produce sour cream	r=0.84	22yrs	139
Gasoline pumped in Brazil	r=0.84	42yrs	138
Popularity of the first name Vivian	r=0.81	43yrs	134
Gasoline pumped in Lebanon	r=0.84	42yrs	128
US production of sour cream	r=0.83	22yrs	128
Popularity of the first name Graham	r=0.81	43yrs	124
US milk fat used to produce cheese (excluding cottage cheese)	r=0.83	22yrs	118
Total hydopower energy generated globally	r=0.81	42yrs	116
Popularity of the first name Sawyer	r=0.81	43yrs	114
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.84	22yrs	108
Electricity generation in Belize	r=0.81	42yrs	106
Popularity of the first name Juliette	r=0.81	43yrs	104
US dairy skim solids used to produce sour cream	r=0.84	22yrs	98
Fossil fuel use in Bolivia	r=0.81	42yrs	96
Popularity of the first name Paxton	r=0.81	43yrs	94
Electricity generation in Colombia	r=0.81	42yrs	86
US production of butter	r=0.81	22yrs	84
Popularity of the first name Violet	r=0.81	43yrs	84
Geothermal power generated in New Zealand	r=0.81	42yrs	76
US milk fat used to produce butter	r=0.81	22yrs	74
Biomass power generated in Poland	r=0.81	42yrs	66
Petroluem consumption in Sao Tome and Principe	r=0.83	42yrs	56

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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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