Top variables that correlate with Air quality in Merced, California

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Data source: Environmental Protection Agency
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Air quality in Merced, California correlates with...

Variable	Correlation	Years	Has img?
The number of fast food cooks in California	r=0.82	20yrs	No

Air quality in Merced, California also correlates with...

Variable	Correlation	Years	Sys. Score
US milk fat used to produce sour cream	r=0.86	22yrs	337
US dairy skim solids used to produce sour cream	r=0.86	22yrs	336
GMO use in cotton in California	r=0.87	23yrs	322
GMO use in cotton	r=0.86	23yrs	321
Annual US household spending on utilities	r=0.87	23yrs	320
Annual US household spending on electricity	r=0.86	23yrs	318
Votes for the Democratic Presidential candidate in California	r=0.9	8yrs	297
Hot days in Paris	r=0.89	10yrs	281
Votes for the Democratic Presidential candidate in California	r=0.89	8yrs	266
How geeky MinuteEarth YouTube video titles are	r=0.88	10yrs	264
Automotive recalls issued by Keystone RV Company	r=0.79	25yrs	249
Hollister retail store count worldwide	r=0.83	23yrs	228
Jet fuel used in Samoa	r=0.83	22yrs	226
Jet fuel used in Sao Tome and Principe	r=0.83	22yrs	226
US production of yogurt, nonfrozen	r=0.81	22yrs	224
Biomass power generated in Hungary	r=0.72	31yrs	222
Inflation in the US	r=0.72	31yrs	220
US Bottled Water Consumption per Person	r=0.83	24yrs	216
GMO use in corn	r=0.84	23yrs	216
US per-person consumption of bottled water	r=0.83	24yrs	210
Telkom Indonesia (Persero) Tbk PT's stock price (Persero)	r=0.79	21yrs	210
Annual US household spending on property taxes	r=0.84	23yrs	210
Edison International's stock price (EIX)	r=0.77	21yrs	208
Annual US household spending on housing	r=0.83	23yrs	208
Annual US household spending on dairy products	r=0.82	23yrs	207
Annual US household spending on telephone services	r=0.82	23yrs	207
Ticket sales for Los Angeles Dodgers games	r=0.68	29yrs	204
Annual US household spending on food	r=0.8	23yrs	204
Annual US household spending on housekeeping supplies	r=0.8	23yrs	204
Annual US household spending on entertainment	r=0.8	23yrs	204
Annual US household spending on medical services	r=0.79	23yrs	202
Popularity of the first name Rex	r=0.72	32yrs	200
Popularity of the first name Lucia	r=0.71	32yrs	198
Popularity of the first name Camila	r=0.71	32yrs	198
US milk fat used to produce whey products (net)	r=0.81	22yrs	194
Gasoline pumped in Kiribati	r=0.8	22yrs	192
Ticket prices at North American movie theaters	r=0.77	22yrs	192
U.S. direct investment abroad	r=0.78	22yrs	192
Total employee count at Continental AG	r=0.77	24yrs	192
Economic output of Washington metro area	r=0.79	21yrs	190
Yearly Total Gross Income of US Farms	r=0.76	23yrs	190
The number of veterinary technologists and technicians in California	r=0.79	20yrs	190
Budget for largest movie production	r=0.68	32yrs	188
Adidas Group's Global Net Sales	r=0.78	23yrs	188
Total Sales at Clothing and Accessories Stores	r=0.68	31yrs	187
Total number of live births in Australia	r=0.69	32yrs	186
Automotive recalls for issues with Vehicle Speed Control	r=-0.72	32yrs	185
AvalonBay Communities' stock price (AVB)	r=0.75	21yrs	184
US production of sour cream	r=0.8	22yrs	183
Number of sets won by the losing team in NCAA Women's Volleyball Div III Championship finals	r=0.66	32yrs	179
Wind power generated in Japan	r=0.71	30yrs	179
GMO use in cotton	r=0.8	23yrs	177
Jet fuel used in Latvia	r=0.72	31yrs	168
Popularity of the first name Santiago	r=0.7	32yrs	166
Gasoline pumped in Congo-Brazzaville	r=0.71	31yrs	157
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.83	22yrs	156
Popularity of the first name Raphael	r=0.7	32yrs	156
Rogers Communications' stock price (RCI)	r=0.74	21yrs	153
Petroluem consumption in Sao Tome and Principe	r=0.71	31yrs	147
Popularity of the first name Lia	r=0.7	32yrs	146
US average dairy skim-solid content of fluid beverage milk	r=0.83	22yrs	144
Royal Bank of Canada's stock price (RY)	r=0.73	21yrs	142
GMO use in soybeans	r=0.78	23yrs	137
Gasoline pumped in Sao Tome and Principe	r=0.71	31yrs	137
Annual Revenue of Walt Disney Company	r=0.67	32yrs	136
Popularity of the first name Violet	r=0.7	32yrs	136
Bank of Montreal's stock price (BMO)	r=0.73	21yrs	132
Average milk produced per cow in the US	r=0.64	32yrs	132
GMO use in soybeans	r=0.78	23yrs	127
Christmas Price Index in the United States	r=0.65	31yrs	125
The Toronto-Dominion Bank's stock price (TD)	r=0.72	21yrs	120
US Shoe Store Sales	r=0.65	30yrs	118
Canadian Imperial Bank of Commerce's stock price (CM)	r=0.73	21yrs	110
US dairy skim solids used to produce evaporated and condensed milk	r=0.79	22yrs	110
Public Service Enterprise Group's stock price (PEG)	r=0.72	21yrs	100
Wind power generated in New Zealand	r=0.71	30yrs	99
US production of cheese (other than cottage cheese)	r=0.77	22yrs	98
Kellogg's stock price (K)	r=0.72	21yrs	90
US milk fat used to produce cheese (excluding cottage cheese)	r=0.77	22yrs	88
Biomass power generated in Austria	r=0.7	31yrs	88
Realty Income's stock price (O)	r=0.71	21yrs	78
US milk fat used to produce yogurt	r=0.77	22yrs	78
Hydopower energy generated in Central African Republic	r=0.7	31yrs	78
McDonald's stock price (MCD)	r=0.67	21yrs	67
US production of evaporated and condensed milk	r=0.76	22yrs	67
Renewable energy production in Bhutan	r=0.69	31yrs	67
Digital Realty Trust's stock price (DLR)	r=0.72	18yrs	57
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.77	22yrs	57
Hydopower energy generated in Bhutan	r=0.69	31yrs	57
Renewable energy production in Central African Republic	r=0.69	31yrs	47
Extra Space Storage's stock price (EXR)	r=0.72	18yrs	47
US dairy skim solids used to produce yogurt, nonfrozen	r=0.76	22yrs	46
Wind power generated in Czechia	r=0.75	22yrs	37
US production of butter	r=0.74	22yrs	34
Electricity generation in Libya	r=0.69	31yrs	27
US milk fat used to produce butter	r=0.74	22yrs	24
Fossil fuel use in Libya	r=0.69	31yrs	17
US dairy skim solids used to produce butter	r=0.74	22yrs	12
Biomass power generated in Nicaragua	r=0.68	31yrs	6
Fossil fuel use in Rwanda	r=0.68	31yrs	-4

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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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