Top variables that correlate with Air pollution in Fresno, California

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

Variable	Correlation	Years	Sys. Score
Kerosene used in Sierra Leone	r=0.64	42yrs	218
Liquefied petroleum gas used in Lithuania	r=0.67	31yrs	181
Liquefied petroleum gas used in Djibouti	r=0.65	33yrs	180
Season wins for the Los Angeles Chargers	r=0.82	7yrs	166
Google searches for 'Justin Timberlake'	r=0.72	20yrs	160
Popularity of the first name Kate	r=0.58	43yrs	160
Total likes of Mark Rober YouTube videos	r=-0.89	13yrs	159
Google searches for 'daylight savings time'	r=0.7	20yrs	158
Total likes of MrBeast's YouTube videos	r=-0.89	12yrs	158
Number of pirate attacks in Indonesia	r=0.64	15yrs	154
Vodafone Group's stock price (VOD)	r=0.64	22yrs	154
Average views of AsapSCIENCE YouTube videos	r=0.83	12yrs	154
US Tobacco Production	r=0.66	23yrs	153
General Electric's stock price (GE)	r=0.61	22yrs	152
Wins for the Oakland Athletics	r=0.47	44yrs	152
Wins for the Oakland Athletics	r=0.47	44yrs	152
Deutsche Bank Aktiengesellschaft's stock price (DB)	r=0.59	22yrs	146
Points scored by the Los Angeles Chargers	r=0.75	7yrs	146
Number of edits to the Wikipedia article for Thanksgiving	r=0.57	16yrs	142
The number of preschool special education teachers in California	r=0.75	11yrs	140
Cosmopolitan's annual advertising revenue	r=0.78	8yrs	138
US household spending on fresh milk and cream	r=0.69	23yrs	138
US household spending on transportation	r=0.69	23yrs	138
US household spending on books	r=0.68	23yrs	136
xkcd comics published about existentialism	r=0.65	17yrs	136
Patents granted to Toshiba	r=0.72	12yrs	136
xkcd comics published about the internet	r=0.64	17yrs	135
GMO use in cotton	r=0.65	23yrs	134
The number of adhesive bonding machine operators in California	r=0.7	13yrs	134
Number of edits to the Wikipedia article for Deloitte	r=0.49	20yrs	134
Highway diesel consumption in US	r=0.7	20yrs	133
US household spending on processed fruits	r=0.66	23yrs	133
Petroluem consumption in Lithuania	r=-0.71	31yrs	132
Physical album shipment volume in the United States	r=0.61	24yrs	132
United States music album sales	r=0.67	16yrs	132
Number of Automotive Franchise Establishments in the US	r=0.74	8yrs	132
Popularity of the first name Jaylen	r=0.6	32yrs	132
Google searches for 'easy bake oven'	r=0.64	16yrs	130
The number of survey researchers in California	r=0.63	20yrs	130
xkcd comics published about programming	r=0.61	17yrs	130
Popularity of the first name Trinity	r=0.5	43yrs	128
xkcd comics published about sarcasm	r=0.59	17yrs	128
U.S. intercountry adoptions	r=0.57	23yrs	124
US birth rates of triplets or more	r=0.53	20yrs	123
Bachelor's degrees awarded in Visual and performing arts	r=0.76	10yrs	123
Cigarette Smoking Rate for US adults	r=0.57	21yrs	122
Associates degrees awarded in Legal professions and studies	r=0.75	11yrs	121
Average number of comments on CGP Grey YouTube videos	r=0.63	13yrs	120
Biomass power generated in Kenya	r=0.56	42yrs	118
Barclays' stock price (BCS)	r=0.57	22yrs	114
Total comments on SciShow Space YouTube videos	r=0.64	10yrs	108
Liquefied petroleum gas used in Croatia	r=0.62	30yrs	102
GSK plc's stock price (GSK)	r=0.56	22yrs	102
Google searches for 'xbox'	r=0.6	20yrs	98
Popularity of the first name Jaden	r=0.49	43yrs	96
The number of typists in California	r=0.59	20yrs	94
Total length of Vihart's YouTube videos	r=0.58	15yrs	94
Lloyds Banking Group's stock price (LYG)	r=0.56	22yrs	92
Fossil fuel use in Croatia	r=0.59	30yrs	91
Google searches for 'Baroque Obama'	r=0.56	20yrs	88
Popularity of the first name Elvis	r=0.49	43yrs	86
The number of computer programmers in California	r=0.57	20yrs	83
Petroluem consumption in Puerto Rico	r=0.53	42yrs	81
Ecopetrol's stock price (EC)	r=0.59	15yrs	80
Average number of comments on Vihart's YouTube videos	r=0.55	15yrs	80
Google searches for 'how to do magic'	r=0.56	20yrs	72
The number of bill collectors in California	r=0.56	20yrs	72
Value of the Victoria's Secret Annual Fantasy Bra	r=0.54	24yrs	71
Kerosene used in Angola	r=0.52	42yrs	70
HSBC Holdings' stock price (HSBC)	r=0.54	22yrs	69
Total likes of SciShow Space YouTube videos	r=0.62	10yrs	65
Liquefied petroleum gas used in Slovenia	r=0.6	31yrs	60
AIG's stock price (AIG)	r=0.53	22yrs	58
Total likes of Extra History YouTube videos	r=-0.86	12yrs	55
Wind power generated in Seychelles	r=0.79	9yrs	45
Citigroup's stock price (C)	r=0.5	22yrs	43
Total views on AsapSCIENCE YouTube videos	r=0.77	12yrs	40
Liquefied petroleum gas used in Slovakia	r=0.57	30yrs	35
Banco Santander's stock price (SAN)	r=0.5	22yrs	33
Total likes of Steve Mould's YouTube videos	r=-0.76	15yrs	28
Nokia Oyj's stock price (NOK)	r=0.49	22yrs	22
Average number of comments on SciShow Space YouTube videos	r=0.57	10yrs	17
Liquefied petroleum gas used in Germany, West	r=0.71	11yrs	12
Banco Bilbao Vizcaya Argentaria's stock price (BBVA)	r=0.48	22yrs	10
Total likes of Computerphile YouTube videos	r=0.56	11yrs	7
Gasoline pumped in Mauritania	r=-0.59	42yrs	0
Baker Hughes Company's stock price (BKR)	r=0.47	22yrs	-2
Average number of comments on Extra History YouTube videos	r=0.55	12yrs	-4
Petroluem consumption in Armenia	r=-0.69	30yrs	-12
ING Groep's stock price (ING)	r=0.45	22yrs	-14
How fun AsapSCIENCE YouTube video titles are	r=0.74	12yrs	-15
Liquefied petroleum gas used in Burundi	r=0.48	42yrs	-22
National Grid's stock price (NGG)	r=0.48	18yrs	-24
Total comments on CGP Grey YouTube videos	r=0.52	13yrs	-27
Petroluem consumption in U.S. Virgin Islands	r=0.47	42yrs	-33
McDonald's stock price (MCD)	r=-0.66	22yrs	-36
Kerosene used in Botswana	r=0.46	42yrs	-44
Aflac's stock price (AFL)	r=-0.69	22yrs	-48
Jet fuel used in Germany, West	r=0.67	11yrs	-54
Cigna's stock price (CI)	r=-0.68	22yrs	-59
Liquefied petroleum gas used in Greenland	r=0.6	22yrs	-64

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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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