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
US household spending on books	r=0.89	23yrs	322
US household spending on processed fruits	r=0.86	23yrs	318
How insightful Deep Look YouTube video titles are	r=0.89	10yrs	266
Automotive recalls for issues with Vehicle Speed Control	r=0.63	43yrs	238
Physical album shipment volume in the United States	r=0.84	24yrs	231
Kerosene used in Sierra Leone	r=0.69	42yrs	225
The number of survey researchers in California	r=0.82	20yrs	224
Kerosene used in Japan	r=0.66	43yrs	222
Total annual sales of Ford Motors in the United States	r=0.79	23yrs	220
Jet fuel used in Cuba	r=0.65	42yrs	219
Popularity of the first name Seth	r=0.71	43yrs	209
Popularity of the first name Jillian	r=0.71	43yrs	209
GMO use in cotton	r=0.81	23yrs	208
Popularity of the first name Elisabeth	r=0.7	43yrs	208
US household spending on transportation	r=0.82	23yrs	207
US average milk-fat content of frozen dairy products	r=0.83	22yrs	204
US household spending on clothing for men	r=0.8	23yrs	204
US household spending on poultry	r=0.79	23yrs	202
US household spending on clothing	r=0.79	23yrs	202
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.8	22yrs	200
xkcd comics published about the internet	r=0.82	17yrs	197
Google searches for 'how to move to europe'	r=-0.83	20yrs	192
US Tobacco Production	r=0.77	23yrs	190
The number of computer programmers in California	r=0.77	20yrs	188
The number of sewing machine operators in California	r=0.78	20yrs	188
Gasoline pumped in Norway	r=0.63	43yrs	187
US milk fat used to produce fluid beverage milk	r=0.75	22yrs	186
Aflac's stock price (AFL)	r=-0.8	22yrs	183
Value of the Victoria's Secret Annual Fantasy Bra	r=0.71	24yrs	182
General Electric's stock price (GE)	r=0.68	22yrs	178
Total likes of Computerphile YouTube videos	r=0.83	11yrs	178
Kerosene used in Indonesia	r=0.63	42yrs	176
Popularity of the first name Shemar	r=0.77	29yrs	174
Wins for the Oakland Athletics	r=0.51	44yrs	173
Lloyds Banking Group's stock price (LYG)	r=0.65	22yrs	170
Wins for the Oakland Athletics	r=0.49	44yrs	170
US household spending on meats, poultry, fish, and eggs	r=0.77	23yrs	170
US household spending on beef	r=0.77	23yrs	170
US household spending on pork	r=0.77	23yrs	170
US household spending on clothin for women	r=0.77	23yrs	170
Total comments on SciShow Space YouTube videos	r=0.78	10yrs	169
US birth rates of triplets or more	r=0.73	20yrs	168
US Hospital Occupancy Rate	r=0.79	18yrs	168
xkcd comics published about existentialism	r=0.76	17yrs	168
Kerosene used in Macau	r=0.63	42yrs	166
Ticket prices at North American movie theaters	r=-0.8	22yrs	166
Hollister retail store count worldwide	r=-0.82	23yrs	166
Google searches for 'cold shower'	r=-0.84	20yrs	166
Google searches for 'tetanus'	r=-0.83	20yrs	166
Economic output of Washington metro area	r=-0.82	21yrs	164
Popularity of the first name Josef	r=0.66	43yrs	162
The number of file clerks in California	r=0.77	20yrs	156
Popularity of the first name Antonio	r=0.65	43yrs	150
The number of typists in California	r=0.77	20yrs	146
Popularity of the first name Jenna	r=0.65	43yrs	140
US milk fat used to produce sour cream	r=-0.87	22yrs	140
Total comments on MinuteEarth YouTube videos	r=0.77	11yrs	138
Google searches for 'what is the FDIC'	r=-0.83	20yrs	136
The number of coil winders, tapers, and finishers in California	r=0.76	20yrs	135
Popularity of the first name Jarrett	r=0.65	43yrs	130
Ice cream consumption	r=0.65	32yrs	128
Total comments on minutephysics YouTube videos	r=0.74	13yrs	126
Google searches for 'xbox'	r=0.75	20yrs	125
Liquefied petroleum gas used in Greenland	r=0.75	22yrs	124
Popularity of the first name Gillian	r=0.65	43yrs	120
US household spending on prescription drugs	r=0.77	23yrs	120
US dairy skim solids used to produce sour cream	r=-0.87	22yrs	118
Average number of comments on SciShow Space YouTube videos	r=0.76	10yrs	116
Liquefied petroleum gas used in Luxembourg	r=0.61	43yrs	114
Google searches for 'Justin Timberlake'	r=0.74	20yrs	114
Annual US household spending on books	r=0.76	23yrs	113
Popularity of the first name Lisette	r=0.65	43yrs	110
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.79	22yrs	108
The number of adhesive bonding machine operators in California	r=0.81	13yrs	106
US household spending on fresh milk and cream	r=0.75	23yrs	106
Average number of comments on Extra History YouTube videos	r=0.75	12yrs	106
Petroluem consumption in Switzerland	r=0.61	43yrs	104
Popularity of the first name Abby	r=0.64	43yrs	98
Total comments on Computerphile YouTube videos	r=0.75	11yrs	96
US production of yogurt, nonfrozen	r=-0.81	22yrs	94
Gasoline pumped in Croatia	r=0.69	30yrs	93
Popularity of the first name Anna	r=0.63	43yrs	87
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.76	22yrs	84
Kerosene used in Greece	r=0.61	42yrs	83
Popularity of the first name Britney	r=0.63	43yrs	77
Kerosene used in Vietnam	r=0.61	42yrs	73
Popularity of the first name India	r=0.63	43yrs	67
Kerosene used in Bangladesh	r=0.6	42yrs	62
Popularity of the first name Bryan	r=0.62	43yrs	56
Kerosene used in Burkina Faso	r=0.59	42yrs	50
Popularity of the first name Leslie	r=0.62	43yrs	46
Petroluem consumption in Italy	r=0.58	43yrs	40
Popularity of the first name Annamarie	r=0.62	43yrs	36
Kerosene used in Peru	r=0.59	42yrs	30
Popularity of the first name Jacquelin	r=0.62	43yrs	26
Gasoline pumped in Sweden	r=0.58	43yrs	20
Gasoline pumped in Switzerland	r=0.58	43yrs	10
Kerosene used in Tunisia	r=0.59	42yrs	0
Petroluem consumption in Antarctica	r=0.58	42yrs	-12
Popularity of the first name Abbey	r=0.62	43yrs	-14
Popularity of the first name Trent	r=0.61	43yrs	-26

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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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