Top variables that correlate with Air quality in Fresno, California

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

Variable	Correlation	Years	Sys. Score
Total likes of MrBeast's YouTube videos	r=0.92	12yrs	362
US milk fat used to produce sour cream	r=0.87	22yrs	338
US dairy skim solids used to produce sour cream	r=0.87	22yrs	337
The average number of likes on Mark Rober YouTube videos	r=0.9	13yrs	330
Total likes of Mark Rober YouTube videos	r=0.88	13yrs	327
GMO use in cotton in California	r=0.87	23yrs	322
Annual US household spending on utilities	r=0.87	23yrs	320
Annual US household spending on electricity	r=0.86	23yrs	318
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.87	22yrs	317
Total viewership of the Aviva Premiership Rugby final	r=0.88	14yrs	299
Total views on MrBeast's YouTube videos	r=0.91	12yrs	290
Customer satisfaction with LinkedIn	r=0.86	10yrs	282
Hot days in Paris	r=0.88	10yrs	280
The number of human resources specialists in California	r=0.85	11yrs	274
Average length of Numberphile YouTube videos	r=0.87	13yrs	266
Google searches for 'how to move to europe'	r=0.83	20yrs	253
Average length of LEMMiNO YouTube videos	r=0.86	12yrs	253
Aflac's stock price (AFL)	r=0.8	22yrs	243
Google searches for 'restaurant near me'	r=0.86	13yrs	240
Total views on Mark Rober YouTube videos	r=0.9	13yrs	230
Google searches for 'cold shower'	r=0.84	20yrs	228
Jet fuel used in Sao Tome and Principe	r=0.84	22yrs	228
Hollister retail store count worldwide	r=0.82	23yrs	227
Google searches for 'tetanus'	r=0.83	20yrs	227
Ticket prices at North American movie theaters	r=0.8	22yrs	226
Jet fuel used in Samoa	r=0.83	22yrs	226
Economic output of Washington metro area	r=0.82	21yrs	225
Electricity generation in Palestinian Territories	r=0.81	21yrs	225
US Bottled Water Consumption per Person	r=0.83	24yrs	216
GMO use in corn	r=0.82	24yrs	214
GMO use in cotton	r=0.85	23yrs	214
Automotive recalls issued by Keystone RV Company	r=0.75	25yrs	213
Alnylam Pharmaceuticals' stock price (ALNY)	r=0.82	19yrs	213
McDonald's stock price (MCD)	r=0.76	22yrs	212
Annual US household spending on property taxes	r=0.85	23yrs	212
Fossil fuel use in South Sudan	r=0.89	10yrs	211
US per-person consumption of bottled water	r=0.83	24yrs	210
Annual US household spending on housing	r=0.82	23yrs	207
Annual US household spending on telephone services	r=0.82	23yrs	207
Customer satisfaction with Southwest Airlines	r=0.7	28yrs	206
Annual US household spending on dairy products	r=0.81	23yrs	206
Annual US household spending on entertainment	r=0.81	23yrs	206
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 education	r=0.81	21yrs	204
Popularity of the first name Bo	r=0.67	43yrs	203
The distance between Neptune and Uranus	r=0.64	44yrs	202
Popularity of the first name Colt	r=0.66	43yrs	202
Popularity of the first name Laken	r=0.69	39yrs	202
Renewable energy production in U.S. Virgin Islands	r=0.87	11yrs	199
Google searches for 'what is the FDIC'	r=0.83	20yrs	197
US production of yogurt, nonfrozen	r=0.81	22yrs	194
Gasoline pumped in Kiribati	r=0.82	22yrs	194
Liquefied petroleum gas used in Saudi Arabia	r=0.67	42yrs	182
PACCAR's stock price (PCAR)	r=0.78	22yrs	180
GMO use in corn	r=0.78	24yrs	178
Popularity of the first name Demi	r=0.67	41yrs	171
Kerosene used in Turkmenistan	r=0.74	30yrs	170
Waste Connections' stock price (WCN)	r=0.81	18yrs	170
GMO use in cotton	r=0.81	23yrs	168
Portion of all US dairy skim-solids allocated to the production of sour cream	r=0.81	22yrs	162
Popularity of the first name Dean	r=0.64	43yrs	158
Liquefied petroleum gas used in Kazakhstan	r=0.72	30yrs	158
GMO use in soybeans	r=0.79	23yrs	158
Royal Bank of Canada's stock price (RY)	r=0.77	22yrs	158
US average dairy skim-solid content of fluid beverage milk	r=0.81	22yrs	152
Annual US household spending on alcoholic beverages	r=0.79	23yrs	152
Popularity of the first name Elliott	r=0.64	43yrs	148
GMO use in soybeans	r=0.79	23yrs	148
ICICI Bank's stock price (IBN)	r=0.77	22yrs	148
Annual US household spending on laundry and cleaning supplies	r=0.79	23yrs	147
Annual US household spending on medical services	r=0.79	23yrs	142
US average milk-fat content of cheese (other than cottage cheese)	r=0.8	22yrs	140
Popularity of the first name Shiloh	r=0.64	43yrs	138
Archer-Daniels-Midland Company's stock price (ADM)	r=0.77	22yrs	138
Annual US household spending on pets, toys, and hobbies	r=0.79	23yrs	137
ON Semiconductor's stock price (ON)	r=0.78	20yrs	128
Popularity of the first name Asher	r=0.63	43yrs	127
Popularity of the first name Royce	r=0.63	43yrs	117
The Procter & Gamble Company's stock price (PG)	r=0.76	22yrs	117
Popularity of the first name Leighton	r=0.63	43yrs	107
Caterpillar's stock price (CAT)	r=0.76	22yrs	107
Popularity of the first name Ada	r=0.63	43yrs	97
Becton, Dickinson and Company's stock price (BDX)	r=0.76	22yrs	97
Sempra's stock price (SRE)	r=0.76	22yrs	87
Popularity of the first name Oliver	r=0.62	43yrs	86
Public Service Enterprise Group's stock price (PEG)	r=0.76	22yrs	77
Popularity of the first name Charlie	r=0.62	43yrs	76
Popularity of the first name Elliot	r=0.62	43yrs	66
Berkshire Hathaway's stock price (BRK.A)	r=0.75	22yrs	66
Popularity of the first name Santiago	r=0.62	43yrs	56
Berkshire Hathaway's stock price (BRK.B)	r=0.75	22yrs	56
Popularity of the first name Hudson	r=0.62	43yrs	46
PepsiCo's stock price (PEP)	r=0.75	22yrs	46
Popularity of the first name Rowan	r=0.62	43yrs	36
Novartis AG's stock price (NVS)	r=0.75	22yrs	36
Popularity of the first name Valentina	r=0.62	43yrs	26
Chubb's stock price (CB)	r=0.75	22yrs	26
Popularity of the first name Violet	r=0.62	43yrs	16
Canadian National Railway Company's stock price (CNI)	r=0.75	22yrs	16
Popularity of the first name Nico	r=0.62	43yrs	6

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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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