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	Sys. Score
The number of survey researchers in California	r=0.91	20yrs	372
GMO use in cotton	r=0.92	23yrs	360
US birth rates of triplets or more	r=0.87	20yrs	344
Physical album shipment volume in the United States	r=0.89	24yrs	344
U.S. intercountry adoptions	r=0.88	23yrs	341
The number of postal service machine operators in California	r=0.9	20yrs	341
US milk fat used to produce fluid beverage milk	r=0.88	22yrs	340
The number of sewing machine operators in California	r=0.89	20yrs	340
Liquefied petroleum gas used in Greenland	r=0.86	22yrs	336
Geothermal power generated in Austria	r=0.87	17yrs	335
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.9	22yrs	320
US household spending on books	r=0.87	23yrs	320
US average milk-fat content of frozen dairy products	r=0.88	22yrs	317
The number of telemarketers in California	r=0.87	20yrs	308
The number of upholsterers in California	r=0.88	20yrs	298
The number of agricultural sciences teachers in California	r=0.88	19yrs	287
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.87	22yrs	286
The number of sheet metal workers in California	r=0.87	20yrs	276
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.86	22yrs	274
The number of advertising and promotions managers in California	r=0.86	20yrs	265
The number of data entry keyers in California	r=0.86	20yrs	255
The number of prepress technicians and workers in California	r=0.86	20yrs	245
Kerosene used in Bangladesh	r=0.81	42yrs	243
Automotive recalls for issues with Vehicle Speed Control	r=0.63	43yrs	238
The number of cutters and trimmers, hand in California	r=0.85	20yrs	234
Popularity of the first name Joana	r=0.82	43yrs	226
Cigarette Smoking Rate for US adults	r=0.81	21yrs	224
Popularity of the first name Anna	r=0.79	43yrs	221
Popularity of the first name Gustavo	r=0.79	43yrs	221
US household spending on prescription drugs	r=0.85	23yrs	212
US household spending on processed fruits	r=0.84	23yrs	210
US household spending on floor coverings	r=0.84	23yrs	210
US household spending on postage and stationery	r=0.83	23yrs	208
US household spending on fresh milk and cream	r=0.82	23yrs	207
US household spending on clothing	r=0.82	23yrs	207
US household spending on clothin for women	r=0.82	23yrs	207
US household spending on beef	r=0.81	23yrs	206
US household spending on clothing for men	r=0.8	23yrs	204
Kerosene used in Angola	r=0.73	42yrs	201
Disney movies released	r=0.76	23yrs	196
US Hospital Occupancy Rate	r=0.83	18yrs	194
Kerosene used in Burkina Faso	r=0.73	42yrs	191
Popularity of the first name Adolfo	r=0.79	43yrs	191
Chevron's stock price (CVX)	r=-0.84	22yrs	187
US Tobacco Production	r=0.75	23yrs	186
McKesson's stock price (MCK)	r=-0.83	22yrs	186
General Mills' stock price (GIS)	r=-0.82	22yrs	186
Value of the Victoria's Secret Annual Fantasy Bra	r=0.73	24yrs	184
Petroluem consumption in Puerto Rico	r=0.73	42yrs	181
Popularity of the first name Trent	r=0.78	43yrs	180
Popularity of the first name Brock	r=0.78	43yrs	170
Kerosene used in Nepal	r=0.71	42yrs	168
Popularity of the first name Kaleigh	r=0.78	43yrs	160
Gasoline pumped in Portugal	r=0.69	43yrs	156
Genuine Parts Company's stock price (GPC)	r=-0.83	22yrs	156
US average milk-fat content of cottage cheese	r=0.81	22yrs	152
US household spending on mortgage interest and charges	r=0.79	23yrs	152
Popularity of the first name Donavan	r=0.78	43yrs	150
Jet fuel used in Cuba	r=0.69	42yrs	145
EOG Resources' stock price (EOG)	r=-0.82	22yrs	145
Popularity of the first name Alexandro	r=0.78	43yrs	140
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.8	22yrs	140
Kerosene used in Sierra Leone	r=0.69	42yrs	135
Arch Capital Group's stock price (ACGL)	r=-0.82	22yrs	135
Popularity of the first name Alyssa	r=0.77	43yrs	128
Gasoline pumped in U.S. Virgin Islands	r=0.69	42yrs	125
Aflac's stock price (AFL)	r=-0.81	22yrs	124
The number of conveyor operators in California	r=0.85	20yrs	118
Popularity of the first name Luis	r=0.77	43yrs	118
Fossil fuel use in Czechia	r=0.75	29yrs	114
Archer-Daniels-Midland Company's stock price (ADM)	r=-0.81	22yrs	114
Popularity of the first name Alysa	r=0.77	43yrs	108
The number of motion picture projectionists in California	r=0.84	20yrs	107
Fossil fuel use in Macau	r=0.66	42yrs	104
Chubb's stock price (CB)	r=-0.8	22yrs	103
The number of switchboard operators in California	r=0.83	20yrs	96
Popularity of the first name Carlos	r=0.76	43yrs	96
Petroluem consumption in Greece	r=0.68	43yrs	94
Cigna's stock price (CI)	r=-0.8	22yrs	93
The number of human resources assistants in California	r=0.83	20yrs	86
Popularity of the first name Jesus	r=0.76	43yrs	86
Kerosene used in Indonesia	r=0.68	42yrs	84
W.W. Grainger's stock price (GWW)	r=-0.8	22yrs	83
Popularity of the first name Edwin	r=0.76	43yrs	76
The number of tool and die makers in California	r=0.82	20yrs	74
Liquefied petroleum gas used in Norway	r=0.68	43yrs	74
The Travelers Companies' stock price (TRV)	r=-0.8	22yrs	72
Popularity of the first name Lizbeth	r=0.76	43yrs	66
The number of furniture finishers in California	r=0.82	20yrs	64
Gasoline pumped in Denmark	r=0.67	43yrs	63
Lloyds Banking Group's stock price (LYG)	r=0.73	22yrs	62
Popularity of the first name Jaqueline	r=0.76	43yrs	56
Petroluem consumption in Portugal	r=0.67	43yrs	53
Popularity of the first name Jasmyn	r=0.76	43yrs	46
Gasoline pumped in Switzerland	r=0.67	43yrs	43
Popularity of the first name Zakary	r=0.76	43yrs	36
Gasoline pumped in Finland	r=0.66	43yrs	32
Popularity of the first name Dallin	r=0.76	43yrs	26
The number of office clerks in California	r=0.82	20yrs	24
The number of file clerks in California	r=0.81	20yrs	12
The number of couriers and messengers in California	r=0.81	20yrs	2

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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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