Top variables that correlate with Air quality in Visalia, California

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

Variable	Correlation	Years	Sys. Score
How clickbait-y 'Be Smart' science YouTube video titles are	r=0.87	11yrs	264
Public Library Website Visits in the UK	r=0.88	8yrs	262
EOG Resources' stock price (EOG)	r=0.82	22yrs	246
Biomass power generated in Zambia	r=0.8	22yrs	224
Biomass power generated in India	r=0.78	23yrs	222
Jet fuel used in Samoa	r=0.8	22yrs	222
Average temperature in San Diego	r=0.63	43yrs	220
Automotive recalls issued by Toyota	r=0.75	23yrs	211
GMO use in cotton	r=0.82	23yrs	210
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.84	22yrs	208
Chevron's stock price (CVX)	r=0.77	22yrs	208
Genuine Parts Company's stock price (GPC)	r=0.77	22yrs	208
GMO use in corn	r=0.77	24yrs	206
Total Revenue of the NFL Teams	r=0.82	20yrs	194
Google searches for 'what is the FDIC'	r=0.79	20yrs	191
The number of costume attendants in California	r=0.79	20yrs	190
Gasoline pumped in Argentina	r=0.65	42yrs	189
Total employee count at Continental AG	r=0.75	24yrs	189
Adidas Group's Global Net Sales	r=0.78	23yrs	188
U.S. direct investment abroad	r=0.76	22yrs	188
Ticket prices at North American movie theaters	r=0.74	22yrs	187
US milk fat used to produce whey products (net)	r=0.76	22yrs	187
US milk fat used to produce yogurt	r=0.76	22yrs	187
Economic output of Washington metro area	r=0.76	21yrs	186
The number of aircraft mechanics in California	r=0.77	20yrs	186
The number of industrial machinery mechanics in California	r=0.77	20yrs	186
Average temperature in Los Angeles	r=0.59	43yrs	184
Jet fuel used in Niger	r=0.64	42yrs	178
McKesson's stock price (MCK)	r=0.76	22yrs	177
Google searches for 'i cant even'	r=0.69	20yrs	176
Total likes of Extra History YouTube videos	r=0.81	12yrs	176
Annual US household spending on education	r=0.8	21yrs	172
Annual US household spending on telephone services	r=0.78	23yrs	171
GMO use in cotton in California	r=0.75	23yrs	170
US household spending on rented dwellings	r=0.77	23yrs	170
US household spending on healthcare	r=0.76	23yrs	168
US household spending on health insurance	r=0.76	23yrs	168
Annual US household spending on rented dwellings	r=0.75	23yrs	166
Annual US household spending on laundry and cleaning supplies	r=0.75	23yrs	166
Annual US household spending on health insurance	r=0.75	23yrs	166
Total likes of MrBeast's YouTube videos	r=0.75	12yrs	166
Gasoline pumped in Greenland	r=0.63	42yrs	166
Google searches for 'highest paying jobs'	r=0.75	20yrs	165
Annual US household spending on utilities	r=0.74	23yrs	165
Annual US household spending on electricity	r=0.74	23yrs	165
US per-person consumption of bottled water	r=0.73	24yrs	164
Popularity of the first name Warren	r=0.61	43yrs	164
Gilead Sciences' stock price (GILD)	r=0.74	22yrs	164
Physical album shipment volume in the United States	r=-0.78	24yrs	163
UK Service Retail Price Index	r=0.76	19yrs	162
US dairy skim solids used to produce yogurt, nonfrozen	r=0.77	22yrs	157
Liquefied petroleum gas used in The Bahamas	r=0.63	42yrs	156
The number of massage therapists in California	r=0.76	20yrs	155
Pioneer Natural Resources Company's stock price (PXD)	r=0.74	22yrs	154
US production of cheese (other than cottage cheese)	r=0.75	22yrs	146
Archer-Daniels-Midland Company's stock price (ADM)	r=0.74	22yrs	144
GMO use in cotton	r=0.75	23yrs	140
Google searches for 'ice bath'	r=0.74	20yrs	134
The average number of likes on Extra History YouTube videos	r=0.73	12yrs	134
US production of yogurt, nonfrozen	r=0.74	22yrs	134
The number of fashion designers in California	r=0.76	20yrs	126
US production of sour cream	r=0.74	22yrs	124
Average length of Numberphile YouTube videos	r=0.72	13yrs	123
Wind power generated in Czechia	r=0.79	22yrs	123
Google searches for 'i am tired'	r=0.71	20yrs	122
US Bottled Water Consumption per Person	r=0.73	24yrs	120
CVS stock price (CVS)	r=0.73	22yrs	116
Annual US household spending on healthcare	r=0.74	23yrs	115
US milk fat used to produce cheese (excluding cottage cheese)	r=0.74	22yrs	114
Biomass power generated in Rwanda	r=0.79	22yrs	113
Annual US household spending on medical supplies	r=0.73	23yrs	109
Dollar Tree's stock price (DLTR)	r=0.73	22yrs	106
US milk fat used to produce sour cream	r=0.74	22yrs	104
Jet fuel used in Saint Kitts and Nevis	r=0.78	22yrs	98
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.75	22yrs	94
The Coca-Cola Company's stock price (KO)	r=0.71	22yrs	94
Jet fuel used in Sao Tome and Principe	r=0.78	22yrs	88
US dairy skim solids used to produce evaporated and condensed milk	r=0.75	22yrs	84
General Mills' stock price (GIS)	r=0.73	22yrs	84
Wind power generated in Falkland Islands	r=0.75	22yrs	77
US dairy skim solids used to produce sour cream	r=0.74	22yrs	72
McDonald's stock price (MCD)	r=0.7	22yrs	72
Wind power generated in Tunisia	r=0.75	22yrs	67
Regeneron Pharmaceuticals' stock price (REGN)	r=0.73	22yrs	62
Hydopower energy generated in Greenland	r=0.74	23yrs	56
Chubb's stock price (CB)	r=0.73	22yrs	52
US average milk-fat content of cheese (other than cottage cheese)	r=0.77	22yrs	46
Gasoline pumped in Cook Islands	r=0.76	22yrs	46
Sempra's stock price (SRE)	r=0.73	22yrs	42
Jet fuel used in Tonga	r=0.62	42yrs	34
US average milk-fat content of yogurt, nonfrozen	r=0.76	22yrs	34
Aflac's stock price (AFL)	r=0.73	22yrs	32
Jet fuel used in Cook Islands	r=0.6	42yrs	22
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.75	22yrs	22
General Dynamics' stock price (GD)	r=0.72	22yrs	21
W.W. Grainger's stock price (GWW)	r=0.72	22yrs	11
Jet fuel used in Azerbaijan	r=0.67	30yrs	10
Royal Bank of Canada's stock price (RY)	r=0.71	22yrs	0
Gasoline pumped in Gabon	r=0.59	42yrs	0
Cigna's stock price (CI)	r=0.71	22yrs	-10
Kerosene used in Angola	r=-0.69	42yrs	-20

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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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