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	Has img?
The number of telemarketers in California	r=0.89	20yrs	Yes!

Air pollution in Visalia, California also correlates with...

Variable	Correlation	Years	Sys. Score
Physical album shipment volume in the United States	r=0.92	24yrs	378
US milk fat used to produce fluid beverage milk	r=0.91	22yrs	374
The number of postal service machine operators in California	r=0.91	20yrs	372
Geothermal power generated in Austria	r=0.92	17yrs	372
GMO use in cotton	r=0.92	23yrs	360
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.91	22yrs	352
US birth rates of triplets or more	r=0.88	20yrs	346
U.S. intercountry adoptions	r=0.87	23yrs	340
Liquefied petroleum gas used in Greenland	r=0.89	22yrs	340
The number of prepress technicians and workers in California	r=0.88	20yrs	338
Google searches for 'learn spanish'	r=0.86	20yrs	336
Google searches for 'oprah winfrey'	r=0.86	20yrs	336
US household spending on books	r=0.89	23yrs	322
US household spending on prescription drugs	r=0.87	23yrs	320
US average milk-fat content of frozen dairy products	r=0.89	22yrs	318
US household spending on processed fruits	r=0.86	23yrs	318
US household spending on floor coverings	r=0.85	23yrs	316
US household spending on clothin for women	r=0.85	23yrs	316
The number of upholsterers in California	r=0.87	20yrs	306
Google searches for 'Britney Spears'	r=0.86	16yrs	302
The number of survey researchers in California	r=0.86	20yrs	295
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.88	22yrs	287
The number of sewing machine operators in California	r=0.86	20yrs	285
The number of motion picture projectionists in California	r=0.85	20yrs	274
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.86	22yrs	274
UK Public Library Count	r=0.85	12yrs	272
Automotive recalls for issues with Vehicle Speed Control	r=0.71	43yrs	250
AIG's stock price (AIG)	r=0.85	22yrs	250
Lloyds Banking Group's stock price (LYG)	r=0.84	22yrs	249
Asthma attacks in American children	r=0.79	23yrs	247
Citigroup's stock price (C)	r=0.81	22yrs	244
Gasoline pumped in Norway	r=0.8	43yrs	242
The number of librarians in California	r=0.85	16yrs	230
Arson in United States	r=0.69	38yrs	230
Burglary rates in the US	r=0.67	38yrs	227
Cigarette Smoking Rate for US adults	r=0.81	21yrs	224
Popularity of the first name Jenna	r=0.79	43yrs	221
Popularity of the first name Jillian	r=0.79	43yrs	221
Popularity of the first name Josef	r=0.79	43yrs	221
US Employment Rate	r=0.69	33yrs	218
Asthma attacks in American children	r=0.77	23yrs	214
Asthma attacks in American children	r=0.77	23yrs	214
Orange's stock price (ORAN)	r=0.8	22yrs	213
Nuclear power generation in Germany	r=0.83	31yrs	208
US household spending on fresh milk and cream	r=0.83	23yrs	208
US household spending on postage and stationery	r=0.83	23yrs	208
US household spending on clothing	r=0.83	23yrs	208
US household spending on clothing for men	r=0.81	23yrs	206
US household spending on vehicle insurance	r=0.81	23yrs	206
Google searches for 'report UFO sighting'	r=0.82	20yrs	202
Total value of all $1 bills printed	r=0.69	33yrs	202
Gasoline pumped in Sweden	r=0.77	43yrs	198
Popularity of the first name Antonio	r=0.77	43yrs	188
Kerosene used in Indonesia	r=0.77	42yrs	187
Kerosene used in Japan	r=0.76	43yrs	176
Ice cream consumption	r=0.84	32yrs	176
Popularity of the first name Bryan	r=0.76	43yrs	176
Nokia Oyj's stock price (NOK)	r=0.75	22yrs	166
Popularity of the first name Anthony	r=0.75	43yrs	165
Fossil fuel use in Slovakia	r=0.82	29yrs	164
Popularity of the first name Seth	r=0.75	43yrs	155
Sherbet consumption	r=0.76	32yrs	154
Annual US household spending on books	r=0.8	23yrs	154
Kerosene used in Montserrat	r=0.78	35yrs	152
US household spending on beef	r=0.8	23yrs	149
The number of postmasters in California	r=0.84	20yrs	147
Popularity of the first name Orlando	r=0.75	43yrs	145
US household spending on mortgage interest and charges	r=0.8	23yrs	144
Kerosene used in Macau	r=0.73	42yrs	141
The number of switchboard operators in California	r=0.84	20yrs	137
Popularity of the first name Taryn	r=0.74	43yrs	134
US average milk-fat content of cottage cheese	r=0.82	22yrs	133
Fossil fuel use in U.S. Virgin Islands	r=0.7	42yrs	130
The number of data entry keyers in California	r=0.84	20yrs	127
Popularity of the first name Daron	r=0.74	43yrs	124
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.82	22yrs	123
Kerosene used in Central African Republic	r=0.77	35yrs	120
The number of sheet metal workers in California	r=0.83	20yrs	116
Popularity of the first name Andrew	r=0.73	43yrs	112
Petroluem consumption in Italy	r=0.72	43yrs	110
The number of furniture finishers in California	r=0.83	20yrs	106
Popularity of the first name Vanessa	r=0.73	43yrs	102
Gasoline pumped in United Kingdom	r=0.71	43yrs	99
The number of conveyor operators in California	r=0.83	20yrs	96
Popularity of the first name Ruben	r=0.73	43yrs	92
Electricity generation in U.S. Virgin Islands	r=0.69	42yrs	88
The number of postal service mail carriers in California	r=0.82	20yrs	84
Popularity of the first name Ernesto	r=0.73	43yrs	82
Petroluem consumption in Antarctica	r=0.71	42yrs	78
The number of cutters and trimmers, hand in California	r=0.82	20yrs	74
Popularity of the first name Kenny	r=0.73	43yrs	72
Gasoline pumped in Switzerland	r=0.7	43yrs	68
Popularity of the first name Lizette	r=0.73	43yrs	62
Gasoline pumped in Slovenia	r=0.77	31yrs	56
Popularity of the first name Rigoberto	r=0.73	43yrs	52
Fossil fuel use in Denmark	r=0.67	42yrs	45
Popularity of the first name Roxana	r=0.73	43yrs	42
Kerosene used in Jordan	r=0.69	42yrs	35
Popularity of the first name Mario	r=0.72	43yrs	30
Popularity of the first name Kelvin	r=0.72	43yrs	20

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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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