Top variables that correlate with Air quality in Sonora, California

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

Variable	Correlation	Years	Sys. Score
Nuclear power generation in Hungary	r=0.89	40yrs	361
US average milk-fat content of cream products	r=0.99	7yrs	348
Public Library Website Visits in the UK	r=0.92	8yrs	298
Total number of passenger vehicles sold in China	r=0.94	7yrs	296
US production of cream products	r=0.91	7yrs	294
US dairy skim solids used to produce cream products	r=0.91	7yrs	263
Customer satisfaction with Apple	r=0.83	28yrs	255
Petroluem consumption in U.S. Pacific Islands	r=0.83	42yrs	246
How clickbait-y LockPickingLawyer YouTube video titles are	r=0.86	9yrs	245
Customer satisfaction with Dillard's	r=0.76	27yrs	244
Average milk produced per cow in the US	r=0.64	43yrs	243
Biomass power generated in United States	r=0.77	42yrs	240
Portion of all US dairy skim-solids allocated to the production of cream products	r=0.94	7yrs	226
Inflation in the US	r=0.73	31yrs	222
Popularity of the first name Camille	r=0.75	43yrs	215
Popularity of the first name Hugo	r=0.75	43yrs	215
Popularity of the first name Ivana	r=0.74	43yrs	214
GMO use in cotton in California	r=0.83	23yrs	212
Jet fuel used in U.S. Pacific Islands	r=0.79	42yrs	210
The number of movies Samuel L. Jackson appeared in	r=0.64	44yrs	208
The distance between Uranus and Earth	r=0.66	44yrs	206
The distance between Uranus and Mercury	r=0.66	44yrs	206
The distance between Uranus and the moon	r=0.66	44yrs	206
Customer satisfaction with All Others	r=0.71	27yrs	206
Nuclear power generation in Czechia	r=0.84	29yrs	198
Number of Slot Machines in Nevada	r=0.64	39yrs	194
The average age of batters for the Los Angeles Angels	r=-0.68	44yrs	192
Hollister retail store count worldwide	r=0.77	23yrs	190
Gasoline Prices in the US	r=0.69	33yrs	190
Total Sales at Clothing and Accessories Stores	r=0.69	31yrs	188
Jet fuel used in Guinea-Bissau	r=0.78	42yrs	188
USA Population	r=0.61	43yrs	186
Budget for largest movie production	r=0.58	43yrs	184
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.56	43yrs	184
Popularity of the first name Alanna	r=0.73	43yrs	182
Total Federal Construction Expenditure in the United States	r=0.71	24yrs	182
Global count of operating nuclear power plants	r=0.56	43yrs	178
Total number of automotive recalls	r=0.55	43yrs	178
Ticket sales for San Francisco Giants games	r=0.57	40yrs	178
GMO use in soybeans	r=0.77	23yrs	176
GMO use in soybeans	r=0.77	23yrs	176
Average length of OverSimplified YouTube videos	r=0.84	7yrs	175
Hispanic cheese consumption	r=0.8	26yrs	174
The distance between Uranus and the Sun	r=0.65	44yrs	174
Automotive recalls issued by Keystone RV Company	r=0.62	25yrs	174
Electricity generation in Guam	r=0.73	42yrs	174
Popularity of the first name Mara	r=0.73	43yrs	172
TC Energy's stock price (TRP)	r=0.66	22yrs	170
Customer satisfaction with Southwest Airlines	r=0.6	28yrs	170
Customer satisfaction with Publix	r=0.6	27yrs	170
Annual US household spending on electricity	r=0.77	23yrs	170
The average number of likes on Technology Connections YouTube videos	r=0.79	9yrs	170
Automotive recalls for issues with the Power Train	r=0.5	43yrs	169
Annual US household spending on utilities	r=0.76	23yrs	168
US household spending on property taxes	r=0.76	23yrs	168
The number of movies Morgan Freeman appeared in	r=0.56	44yrs	166
Total viewership of the Aviva Premiership Rugby final	r=0.82	14yrs	165
Fossil fuel use in Guam	r=0.73	42yrs	164
The distance between Uranus and Venus	r=0.64	44yrs	162
Popularity of the first name Miriam	r=0.7	43yrs	158
Electricity generation in Russia	r=0.81	30yrs	154
Popularity of the first name Iliana	r=0.7	43yrs	148
Italian-type cheese consumption	r=0.74	27yrs	146
Gasoline pumped in New Caledonia	r=0.75	42yrs	144
GMO use in corn	r=0.75	24yrs	144
Popularity of the first name Colton	r=0.69	43yrs	136
Average length of Technology Connections YouTube videos	r=0.76	9yrs	135
Gasoline pumped in U.S. Pacific Islands	r=0.75	42yrs	134
Portion of all US dairy skim-solids allocated to the production of sour cream	r=0.81	22yrs	132
GMO use in cotton	r=0.77	23yrs	132
US Annual Tax Revenue	r=0.57	42yrs	128
Popularity of the first name Ali	r=0.68	43yrs	124
Electricity generation in Kazakhstan	r=0.8	30yrs	122
Average number of milk cows in the United States	r=-0.74	43yrs	121
Viewership count for Days of Our Lives	r=-0.68	42yrs	121
Popularity of the first name Esteban	r=0.68	43yrs	114
Electricity generation in Saint Helena	r=0.72	42yrs	112
US Employment Rate	r=-0.72	33yrs	106
Popularity of the first name Noemi	r=0.68	43yrs	104
Fossil fuel use in Saint Helena	r=0.72	42yrs	102
US milk fat used to produce sour cream	r=0.77	22yrs	98
Popularity of the first name Austyn	r=0.69	41yrs	94
Petroluem consumption in Guinea-Bissau	r=0.74	42yrs	92
US dairy skim solids used to produce sour cream	r=0.77	22yrs	87
Popularity of the first name Maxwell	r=0.67	43yrs	83
Geothermal power generated in Russia	r=0.79	30yrs	81
US production of yogurt, nonfrozen	r=0.75	22yrs	76
Popularity of the first name Wilson	r=0.67	43yrs	73
Geothermal power generated in United States	r=0.71	42yrs	71
Popularity of the first name Hassan	r=0.67	43yrs	63
Electricity generation in Austria	r=0.7	42yrs	60
Mozzarella cheese consumption	r=0.73	27yrs	55
Popularity of the first name Alek	r=0.67	43yrs	53
Electricity generation in Hong Kong	r=0.7	42yrs	50
Popularity of the first name Ivan	r=0.66	43yrs	42
Fossil fuel use in Hong Kong	r=0.7	42yrs	40
US average dairy skim-solid content of sour cream	r=0.78	22yrs	37
Popularity of the first name Kyler	r=0.66	43yrs	32
US average dairy skim-solid content of sour cream	r=0.78	22yrs	27
Popularity of the first name Skye	r=0.66	43yrs	22
Popularity of the first name Uriel	r=0.66	43yrs	12

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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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