Top variables that correlate with Air quality in El Centro, California

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

Variable	Correlation	Years	Sys. Score
Geothermal power generated in Costa Rica	r=0.86	30yrs	346
Electricity generation in Czechia	r=0.86	29yrs	346
Petroluem consumption in Turkmenistan	r=0.87	30yrs	345
Petroluem consumption in Turks and Caicos Islands	r=0.87	27yrs	312
Gasoline pumped in Cabo Verde	r=0.85	28yrs	300
Customer satisfaction with Apple	r=0.75	28yrs	243
Total Sales at Clothing and Accessories Stores	r=0.77	31yrs	230
Inflation in the US	r=0.79	31yrs	230
Mozzarella cheese consumption	r=0.83	27yrs	220
Italian-type cheese consumption	r=0.82	27yrs	218
Hispanic cheese consumption	r=0.81	26yrs	216
Rogers Communications' stock price (RCI)	r=0.74	22yrs	204
Number of internet users	r=0.75	24yrs	190
Customer satisfaction with Verizon	r=-0.79	28yrs	190
Customer satisfaction with Frontier Communications	r=-0.8	28yrs	190
Nuclear power generation in Czechia	r=0.85	29yrs	189
Economic output of Washington metro area	r=0.78	21yrs	189
US Shoe Store Sales	r=0.7	30yrs	186
Carjackings in the US	r=-0.87	27yrs	182
Customer satisfaction with Sam's Club	r=0.7	25yrs	182
The Coca-Cola Company's stock price (KO)	r=0.68	22yrs	180
Unilever's stock price (UL)	r=0.71	22yrs	180
Fossil fuel use in Bosnia and Herzegovina	r=0.84	30yrs	178
Natural cheese consumption	r=0.8	27yrs	178
Customer satisfaction with Dillard's	r=0.65	27yrs	177
Average length of Simone Giertz's YouTube videos	r=0.79	10yrs	170
GMO use in corn	r=0.72	24yrs	169
Total length of CGP Grey YouTube videos	r=0.76	13yrs	169
Nuclear power generation in Russia	r=0.84	30yrs	168
The average number of likes on Simone Giertz's YouTube videos	r=0.76	10yrs	166
US household spending on pets, toys, and hobbies	r=0.74	23yrs	165
U.S. direct investment abroad	r=0.73	22yrs	164
Annual US household spending on pets, toys, and hobbies	r=0.73	23yrs	164
Total employee count at Continental AG	r=0.71	24yrs	163
Number of active magazines in the United States	r=0.79	15yrs	163
Ticket prices at North American movie theaters	r=0.7	22yrs	161
Annual Revenue of Walt Disney Company	r=0.63	32yrs	160
Customer satisfaction with AT&T	r=0.7	18yrs	160
Total Federal Construction Expenditure in the United States	r=0.69	24yrs	158
Popularity of the first name Lexus	r=-0.86	33yrs	158
Popularity of the first name Devontae	r=-0.81	37yrs	158
Liquefied petroleum gas used in North Macedonia	r=0.85	30yrs	157
Yearly Total Gross Income of US Farms	r=0.66	23yrs	154
Automotive recalls issued by Keystone RV Company	r=0.59	25yrs	154
Popularity of the first name Zhane	r=-0.85	30yrs	154
The number of butchers in California	r=0.69	20yrs	154
Customer satisfaction with The U.S. Postal Service	r=0.59	28yrs	154
Customer satisfaction with Motorola	r=0.64	18yrs	152
Customer satisfaction with Walmart	r=-0.73	27yrs	152
US production of butter	r=0.78	22yrs	150
Electricity generation in Russia	r=0.82	30yrs	146
Southern Copper's stock price (SCCO)	r=0.69	22yrs	146
US milk fat used to produce butter	r=0.78	22yrs	140
Geothermal power generated in Russia	r=0.82	30yrs	136
Agnico Eagle Mines' stock price (AEM)	r=0.69	22yrs	136
Average length of AsapSCIENCE YouTube videos	r=0.72	12yrs	132
US dairy skim solids used to produce butter	r=0.78	22yrs	128
Liquefied petroleum gas used in Turkmenistan	r=0.84	30yrs	126
Realty Income's stock price (O)	r=0.67	22yrs	124
Popularity of the first name Raquan	r=-0.76	36yrs	122
Total length of The Game Theorists YouTube videos	r=0.69	15yrs	120
Electricity generation in Bosnia and Herzegovina	r=0.81	30yrs	114
Public Service Enterprise Group's stock price (PEG)	r=0.66	22yrs	112
Average length of The Game Theorists YouTube videos	r=0.68	15yrs	109
Wind power generated in Nepal	r=0.92	8yrs	108
Christmas Price Index in the United States	r=0.61	31yrs	104
Gasoline pumped in Turkmenistan	r=0.82	30yrs	102
American-type cheese consumption	r=0.71	27yrs	102
Adidas Group's Global Net Sales	r=0.68	23yrs	98
Total comments on MrBeast's YouTube videos	r=0.68	12yrs	96
Hollister retail store count worldwide	r=0.65	23yrs	92
Liquefied petroleum gas used in Moldova	r=0.83	27yrs	91
Cream and Neufchatel cheese consumption	r=0.68	27yrs	88
Gasoline Prices in the US	r=0.57	33yrs	87
Eversource Energy's stock price (ES)	r=0.65	22yrs	86
Fossil fuel use in Eritrea	r=0.8	28yrs	80
US average dairy skim-solid content of fluid beverage milk	r=0.76	22yrs	74
McDonald's stock price (MCD)	r=0.61	22yrs	74
Electricity generation in Azerbaijan	r=0.77	30yrs	68
HDFC Bank's stock price (HDB)	r=0.64	22yrs	64
US production of cheese (other than cottage cheese)	r=0.73	22yrs	62
Hydopower energy generated in Estonia	r=0.77	30yrs	58
Becton, Dickinson and Company's stock price (BDX)	r=0.64	22yrs	54
US production of dry milk products (net)	r=0.73	22yrs	52
Electricity generation in Namibia	r=0.79	27yrs	48
Sempra's stock price (SRE)	r=0.64	22yrs	44
US production of sour cream	r=0.73	22yrs	42
PACCAR's stock price (PCAR)	r=0.64	22yrs	34
US milk fat used to produce cheese (excluding cottage cheese)	r=0.73	22yrs	32
Cummins' stock price (CMI)	r=0.64	22yrs	24
US milk fat used to produce sour cream	r=0.72	22yrs	21
Novartis AG's stock price (NVS)	r=0.63	22yrs	12
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.73	22yrs	11
ICICI Bank's stock price (IBN)	r=0.63	22yrs	2
US dairy skim solids used to produce dry milk products	r=0.73	22yrs	1
WEC Energy Group's stock price (WEC)	r=0.63	22yrs	-8
US milk fat used to produce whey products (net)	r=0.71	22yrs	-10
Fomento Econ's stock price (FMX)	r=0.62	22yrs	-19
US milk fat used to produce yogurt	r=0.71	22yrs	-20
BHP Group's stock price (BHP)	r=0.62	22yrs	-29
US dairy skim solids used to produce sour cream	r=0.72	22yrs	-30

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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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