Top variables that correlate with Air pollution in Bakersfield, California

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

Variable	Correlation	Years	Has img?
Automotive recalls for issues with Vehicle Speed Control	r=0.78	43yrs	Yes!
Violent crime rates	r=0.67	38yrs	Yes!

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

Variable	Correlation	Years	Sys. Score
US birth rates of triplets or more	r=0.92	20yrs	382
Physical album shipment volume in the United States	r=0.94	24yrs	381
US milk fat used to produce fluid beverage milk	r=0.93	22yrs	378
The number of telemarketers in California	r=0.93	20yrs	377
The number of survey researchers in California	r=0.93	20yrs	376
The number of postal service machine operators in California	r=0.93	20yrs	376
Liquefied petroleum gas used in Greenland	r=0.92	22yrs	374
Google searches for 'learn spanish'	r=0.9	19yrs	372
Geothermal power generated in Austria	r=0.92	17yrs	372
GMO use in cotton	r=0.95	23yrs	364
Kerosene used in Japan	r=0.89	43yrs	361
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.94	22yrs	356
US average milk-fat content of frozen dairy products	r=0.93	22yrs	354
The number of prepress technicians and workers in California	r=0.93	20yrs	346
Google searches for 'report UFO sighting'	r=0.88	19yrs	344
U.S. intercountry adoptions	r=0.89	23yrs	342
Popularity of the first name Ernesto	r=0.89	43yrs	341
Popularity of the first name Lizette	r=0.89	43yrs	341
Popularity of the first name Antonio	r=0.88	43yrs	340
Google searches for 'desktop background'	r=0.9	16yrs	338
Google searches for 'black holes'	r=0.88	19yrs	338
Cigarette Smoking Rate for US adults	r=0.85	21yrs	334
US Hospital Occupancy Rate	r=0.86	18yrs	333
The number of sewing machine operators in California	r=0.91	20yrs	332
Gasoline pumped in Norway	r=0.89	43yrs	331
US household spending on books	r=0.9	23yrs	324
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.92	22yrs	323
US household spending on prescription drugs	r=0.89	23yrs	322
The number of motion picture projectionists in California	r=0.9	20yrs	321
US household spending on processed fruits	r=0.88	23yrs	321
Gasoline pumped in Sweden	r=0.88	43yrs	320
US household spending on floor coverings	r=0.87	23yrs	320
US household spending on clothin for women	r=0.87	23yrs	320
US household spending on postage and stationery	r=0.86	23yrs	318
US household spending on clothing	r=0.86	23yrs	318
US household spending on beef	r=0.85	23yrs	316
Popularity of the first name Ruben	r=0.88	43yrs	310
Fossil fuel use in U.S. Virgin Islands	r=0.86	42yrs	308
Google searches for 'oprah winfrey'	r=0.85	19yrs	304
Ice cream consumption	r=0.9	32yrs	300
Popularity of the first name Jose	r=0.87	43yrs	298
Electricity generation in U.S. Virgin Islands	r=0.85	42yrs	297
Popularity of the first name Seth	r=0.87	43yrs	288
Kerosene used in Indonesia	r=0.87	42yrs	287
The number of switchboard operators in California	r=0.9	20yrs	281
Popularity of the first name Raul	r=0.87	43yrs	278
Gasoline pumped in Switzerland	r=0.86	43yrs	276
The number of sheet metal workers in California	r=0.9	20yrs	271
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.9	22yrs	270
Popularity of the first name Heriberto	r=0.87	43yrs	268
Google searches for 'Britney Spears'	r=0.89	15yrs	266
Gasoline pumped in United Kingdom	r=0.85	43yrs	265
The number of upholsterers in California	r=0.9	20yrs	261
Popularity of the first name Ricardo	r=0.86	43yrs	256
Kerosene used in Montserrat	r=0.9	35yrs	254
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.86	22yrs	254
Google searches for 'Stand-Up Maths'	r=0.85	16yrs	251
AIG's stock price (AIG)	r=0.85	21yrs	250
The number of advertising and promotions managers in California	r=0.88	20yrs	248
Popularity of the first name Alberto	r=0.86	43yrs	246
Lloyds Banking Group's stock price (LYG)	r=0.83	21yrs	246
Kerosene used in Tunisia	r=0.85	42yrs	244
Motor vehicle thefts	r=0.77	38yrs	242
Arson in United States	r=0.75	38yrs	239
The number of data entry keyers in California	r=0.88	20yrs	238
Remaining Forest Cover in the Brazilian Amazon	r=0.76	36yrs	237
Popularity of the first name Nickolas	r=0.86	43yrs	236
NASA's budget as a percentage of the total US Federal Budget	r=0.69	43yrs	234
Disney movies released	r=0.8	23yrs	232
Nuclear power generation in Germany	r=0.88	31yrs	230
The number of cutters and trimmers, hand in California	r=0.88	20yrs	228
Popularity of the first name Alfredo	r=0.86	43yrs	226
The number of conveyor operators in California	r=0.88	20yrs	218
Fossil fuel use in Slovakia	r=0.86	29yrs	216
Popularity of the first name Precious	r=0.86	43yrs	216
Popularity of the first name Gilberto	r=0.86	43yrs	206
The number of furniture finishers in California	r=0.87	20yrs	206
Burglary rates in the US	r=0.71	38yrs	203
Wind power generated in Fiji	r=0.9	15yrs	198
Popularity of the first name Rigoberto	r=0.86	43yrs	196
The number of librarians in California	r=0.88	16yrs	194
Arson in California	r=0.7	38yrs	192
Popularity of the first name Roberto	r=0.85	43yrs	185
The number of tool and die makers in California	r=0.85	20yrs	184
Robberies in the US	r=0.7	38yrs	182
Popularity of the first name Arturo	r=0.85	43yrs	175
The number of agricultural sciences teachers in California	r=0.85	19yrs	172
Google searches for 'Panama Canal'	r=0.85	19yrs	169
Popularity of the first name Efrain	r=0.85	43yrs	165
Google searches for 'panama canal'	r=0.84	19yrs	158
Popularity of the first name Humberto	r=0.85	43yrs	155
Petroluem consumption in Italy	r=0.84	43yrs	98
Petroluem consumption in Antarctica	r=0.81	42yrs	83
Kerosene used in Macau	r=0.81	42yrs	73
Kerosene used in Central African Republic	r=0.85	35yrs	62
The number of file clerks in California	r=0.85	20yrs	58
Gasoline pumped in Italy	r=0.8	43yrs	52
The number of human resources assistants in California	r=0.85	20yrs	48
Popularity of the first name Jenna	r=0.85	43yrs	40

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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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