Top variables that correlate with Air pollution in Visalia, California

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

Variable	Correlation	Years	Sys. Score
Kerosene used in Angola	r=0.69	42yrs	225
Physical album shipment volume in the United States	r=0.78	24yrs	222
Kerosene used in Bangladesh	r=0.67	42yrs	222
Petroluem consumption in Puerto Rico	r=0.65	42yrs	219
GMO use in cotton	r=0.83	23yrs	212
Lloyds Banking Group's stock price (LYG)	r=0.75	22yrs	206
AIG's stock price (AIG)	r=0.74	22yrs	204
Popularity of the first name Lizbeth	r=0.68	43yrs	204
Popularity of the first name Joana	r=0.68	43yrs	204
Popularity of the first name Elvis	r=0.67	43yrs	203
U.S. intercountry adoptions	r=0.77	23yrs	190
Kerosene used in Sierra Leone	r=0.64	42yrs	188
US milk fat used to produce fluid beverage milk	r=0.77	22yrs	188
The number of postal service machine operators in California	r=0.78	20yrs	188
EOG Resources' stock price (EOG)	r=-0.82	22yrs	185
Asthma attacks in American children	r=0.66	23yrs	178
Liquefied petroleum gas used in Norway	r=0.63	43yrs	177
Automotive recalls for issues with Vehicle Speed Control	r=0.54	43yrs	175
Popularity of the first name Brock	r=0.66	43yrs	172
xkcd comics published about the internet	r=0.79	17yrs	172
US birth rates of triplets or more	r=0.75	20yrs	171
US household spending on fresh milk and cream	r=0.77	23yrs	170
US household spending on processed fruits	r=0.77	23yrs	170
US household spending on books	r=0.77	23yrs	170
US household spending on prescription drugs	r=0.76	23yrs	168
Average temperature in San Diego	r=-0.63	43yrs	168
Annual US household spending on books	r=0.74	23yrs	165
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.76	22yrs	164
The number of survey researchers in California	r=0.75	20yrs	164
US household spending on mortgage interest and charges	r=0.73	23yrs	164
US household spending on floor coverings	r=0.73	23yrs	164
US average milk-fat content of frozen dairy products	r=0.75	22yrs	162
Asthma prevalence in American children	r=0.7	17yrs	162
US household spending on postage and stationery	r=0.72	23yrs	162
Popularity of the first name Jaqueline	r=0.65	43yrs	160
US Hospital Occupancy Rate	r=0.74	18yrs	160
Asthma attacks in American children	r=0.64	23yrs	160
The number of agricultural sciences teachers in California	r=0.73	19yrs	160
Number of edits to the Wikipedia article for Thanksgiving	r=0.69	16yrs	160
Disney movies released	r=0.65	23yrs	159
Points scored by the Los Angeles Chargers	r=0.77	7yrs	158
Cigarette Smoking Rate for US adults	r=0.7	21yrs	157
Value of the Victoria's Secret Annual Fantasy Bra	r=0.67	24yrs	156
Asthma attacks in American children	r=0.62	23yrs	156
Automotive recalls issued by Toyota	r=-0.75	23yrs	154
Asthma attacks in American children	r=0.6	23yrs	154
Asthma attacks in American children	r=0.59	23yrs	152
Automotive recalls for issues with the Fuel System, Gasoline	r=0.48	43yrs	151
Total comments on CGP Grey YouTube videos	r=0.64	13yrs	151
Citigroup's stock price (C)	r=0.71	22yrs	150
Automotive recalls for issues with Service Brakes, Air	r=0.47	43yrs	150
Asthma attacks in American children	r=0.58	23yrs	150
Popularity of the first name Colby	r=0.64	43yrs	148
Popularity of the first name Gustavo	r=0.64	43yrs	138
Fossil fuel use in Croatia	r=0.7	30yrs	138
General Electric's stock price (GE)	r=0.67	22yrs	136
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.74	22yrs	131
The number of telemarketers in California	r=0.72	20yrs	130
Popularity of the first name Shea	r=0.64	43yrs	128
Jet fuel used in Cuba	r=0.61	42yrs	123
Barclays' stock price (BCS)	r=0.66	22yrs	122
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.74	22yrs	121
The number of upholsterers in California	r=0.73	20yrs	120
Popularity of the first name Adolfo	r=0.64	43yrs	118
Liquefied petroleum gas used in Greenland	r=0.74	22yrs	112
Orange's stock price (ORAN)	r=0.65	22yrs	110
The number of prepress technicians and workers in California	r=0.72	20yrs	109
Popularity of the first name Anna	r=0.63	43yrs	107
Petroluem consumption in U.S. Virgin Islands	r=0.6	42yrs	102
Nokia Oyj's stock price (NOK)	r=0.65	22yrs	100
The number of sewing machine operators in California	r=0.72	20yrs	99
Popularity of the first name India	r=0.63	43yrs	97
Gasoline pumped in U.S. Virgin Islands	r=0.6	42yrs	92
The number of conveyor operators in California	r=0.72	20yrs	89
Popularity of the first name Kaleigh	r=0.63	43yrs	87
Fossil fuel use in Greece	r=0.57	42yrs	80
The number of motion picture projectionists in California	r=0.71	20yrs	78
Popularity of the first name Alvaro	r=0.63	43yrs	77
Deutsche Bank Aktiengesellschaft's stock price (DB)	r=0.64	22yrs	74
Kerosene used in Burkina Faso	r=0.58	42yrs	68
Popularity of the first name Keon	r=0.63	43yrs	67
The number of sheet metal workers in California	r=0.7	20yrs	66
Vodafone Group's stock price (VOD)	r=0.62	22yrs	61
Kerosene used in Nepal	r=0.58	42yrs	58
Popularity of the first name Dallin	r=0.63	43yrs	57
The number of fiberglass laminators and fabricators in California	r=0.7	20yrs	56
Popularity of the first name Alexandro	r=0.63	43yrs	47
Kerosene used in Botswana	r=0.56	42yrs	46
The number of tailors, dressmakers, and custom sewers in California	r=0.7	20yrs	46
Popularity of the first name Aracely	r=0.63	43yrs	37
The number of human resources assistants in California	r=0.69	20yrs	34
Popularity of the first name Kolby	r=0.62	43yrs	26
Gasoline pumped in Argentina	r=-0.65	42yrs	26
The number of data entry keyers in California	r=0.68	20yrs	23
Popularity of the first name Camron	r=0.62	43yrs	16
Jet fuel used in Niger	r=-0.64	42yrs	16
Popularity of the first name Lizeth	r=0.62	43yrs	6
Geothermal power generated in Austria	r=0.76	17yrs	4
Biomass power generated in India	r=-0.78	23yrs	-6
Biomass power generated in Zambia	r=-0.8	22yrs	-16
Gasoline pumped in Greenland	r=-0.63	42yrs	-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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