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
Average length of Technology Connections YouTube videos	r=0.96	9yrs	395
Jet fuel used in Guinea-Bissau	r=0.91	42yrs	393
The average number of likes on MrBeast's YouTube videos	r=0.92	12yrs	362
Petroluem consumption in U.S. Pacific Islands	r=0.89	42yrs	360
Nuclear power generation in Hungary	r=0.87	40yrs	358
ICICI Bank's stock price (IBN)	r=0.86	22yrs	357
ON Semiconductor's stock price (ON)	r=0.87	20yrs	356
DexCom's stock price (DXCM)	r=0.86	18yrs	353
Google searches for 'that is sus'	r=0.88	20yrs	340
Average length of SciShow Space YouTube videos	r=0.91	10yrs	338
Google searches for 'who is elon musk'	r=0.85	19yrs	334
Geothermal power generated in United States	r=0.85	42yrs	327
Jet fuel used in U.S. Pacific Islands	r=0.86	42yrs	316
Petroluem consumption in Guinea-Bissau	r=0.85	42yrs	304
US production of cream products	r=0.92	7yrs	296
US dairy skim solids used to produce cream products	r=0.92	7yrs	294
Fortinet's stock price (FTNT)	r=0.88	14yrs	292
MSCI Inc.'s stock price (MSCI)	r=0.86	16yrs	281
Average milk produced per cow in the US	r=0.75	43yrs	260
Customer satisfaction with Apple	r=0.78	28yrs	248
Ticket sales for San Francisco Giants games	r=0.67	40yrs	243
Total number of automotive recalls	r=0.64	43yrs	242
Global count of operating nuclear power plants	r=0.75	43yrs	236
USA Population	r=0.72	43yrs	232
Budget for largest movie production	r=0.68	43yrs	229
Sales of LP/Vinyl Albums	r=0.72	30yrs	228
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.65	43yrs	228
Annual Revenue of Walt Disney Company	r=0.74	32yrs	227
Popularity of the first name Ivana	r=0.83	43yrs	227
Popularity of the first name Camille	r=0.82	43yrs	226
Popularity of the first name Mara	r=0.82	43yrs	226
Inflation in the US	r=0.75	31yrs	224
US Annual Tax Revenue	r=0.67	42yrs	224
Number of Las Vegas Hotel Room Check-Ins	r=0.7	34yrs	223
Total number of live births in Australia	r=0.65	43yrs	222
Gasoline Prices in the US	r=0.69	33yrs	220
The distance between Uranus and Mercury	r=0.75	44yrs	219
Google searches for 'how to move to europe'	r=0.8	20yrs	218
The distance between Uranus and Earth	r=0.73	44yrs	216
The distance between Uranus and the moon	r=0.73	44yrs	216
Number of edits to the Wikipedia article for Elon Musk	r=0.78	19yrs	212
Annual US household spending on property taxes	r=0.83	23yrs	208
GMO use in cotton in California	r=0.8	23yrs	207
Annual US household spending on utilities	r=0.82	23yrs	207
The number of movies Samuel L. Jackson appeared in	r=0.63	44yrs	207
Annual US household spending on dairy products	r=0.81	23yrs	206
Annual US household spending on housing	r=0.81	23yrs	206
Annual US household spending on electricity	r=0.81	23yrs	206
Caterpillar's stock price (CAT)	r=0.85	22yrs	200
Popularity of the first name Hugo	r=0.81	43yrs	194
Biomass power generated in United States	r=0.85	42yrs	192
Hispanic cheese consumption	r=0.84	26yrs	190
Costco Wholesale's stock price (COST)	r=0.81	22yrs	189
Average length of SmarterEveryDay YouTube videos	r=0.83	17yrs	188
The distance between Uranus and the Sun	r=0.72	44yrs	184
Popularity of the first name Ali	r=0.79	43yrs	181
Electricity generation in Hong Kong	r=0.84	42yrs	180
Deere & Company's stock price (DE)	r=0.84	22yrs	179
The distance between Uranus and Venus	r=0.7	44yrs	172
Popularity of the first name Iliana	r=0.79	43yrs	171
Fossil fuel use in Hong Kong	r=0.84	42yrs	170
Italian-type cheese consumption	r=0.76	27yrs	170
Infosys' stock price (INFY)	r=0.84	22yrs	169
Popularity of the first name Alanna	r=0.78	43yrs	160
Electricity generation in Saint Helena	r=0.83	42yrs	159
Apple's stock price (AAPL)	r=0.81	22yrs	158
Mozzarella cheese consumption	r=0.75	27yrs	158
Fossil fuel use in Saint Helena	r=0.83	42yrs	149
The Procter & Gamble Company's stock price (PG)	r=0.83	22yrs	148
Popularity of the first name Anais	r=0.77	43yrs	148
Average number of milk cows in the United States	r=-0.81	43yrs	148
Eaton Corporation's stock price (ETN)	r=0.83	22yrs	138
Electricity generation in Japan	r=0.81	42yrs	136
Popularity of the first name Colton	r=0.76	43yrs	136
Thomson Reuters' stock price (TRI)	r=0.84	21yrs	128
Nuclear power generation in Spain	r=0.81	42yrs	126
Popularity of the first name Miriam	r=0.76	43yrs	126
Republic Services' stock price (RSG)	r=0.83	22yrs	118
Popularity of the first name Emilio	r=0.76	43yrs	116
Electricity generation in United States	r=0.8	42yrs	114
Old Dominion Freight Line's stock price (ODFL)	r=0.83	22yrs	108
Popularity of the first name Mohammad	r=0.76	43yrs	106
Petroluem consumption in Tonga	r=0.82	42yrs	104
Brown & Brown's stock price (BRO)	r=0.83	22yrs	98
Popularity of the first name Houston	r=0.76	43yrs	96
Electricity generation in Austria	r=0.79	42yrs	93
Microsoft's stock price (MSFT)	r=0.8	22yrs	86
Popularity of the first name Chaya	r=0.76	43yrs	86
Electricity generation in Belgium	r=0.79	42yrs	83
ASML Holding's stock price (ASML)	r=0.82	22yrs	76
Popularity of the first name Alonso	r=0.76	43yrs	76
Fossil fuel use in Somalia	r=0.79	42yrs	73
Intuitive Surgical's stock price (ISRG)	r=0.82	22yrs	66
Popularity of the first name Ismael	r=0.75	43yrs	65
Electricity generation in Zimbabwe	r=0.79	42yrs	63
Elevance Health's stock price (ELV)	r=0.82	22yrs	56
Popularity of the first name Kallie	r=0.75	43yrs	55
Liquefied petroleum gas used in Brazil	r=0.81	42yrs	53
Popularity of the first name Hassan	r=0.75	43yrs	45
Popularity of the first name Paloma	r=0.75	43yrs	35
Popularity of the first name Blaise	r=0.75	43yrs	25

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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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