Top variables that correlate with Air quality in Bakersfield, California

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

Variable	Correlation	Years	Has img?
Jet fuel used in Samoa	r=0.91	22yrs	Yes!

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

Variable	Correlation	Years	Sys. Score
Jet fuel used in Sao Tome and Principe	r=0.91	22yrs	373
US dairy skim solids used to produce evaporated and condensed milk	r=0.9	22yrs	372
Total likes of Extra History YouTube videos	r=0.91	12yrs	360
GMO use in cotton	r=0.91	23yrs	358
Annual US household spending on telephone services	r=0.9	23yrs	354
Wind power generated in Czechia	r=0.89	22yrs	343
Total employee count at Continental AG	r=0.87	24yrs	342
US production of sour cream	r=0.89	22yrs	342
U.S. direct investment abroad	r=0.88	22yrs	342
Ticket prices at North American movie theaters	r=0.86	22yrs	340
US milk fat used to produce yogurt	r=0.88	22yrs	340
Google searches for 'ice bath'	r=0.88	20yrs	340
Google searches for 'what is the FDIC'	r=0.88	20yrs	340
Economic output of Washington metro area	r=0.88	21yrs	339
Adidas Group's Global Net Sales	r=0.88	23yrs	338
The number of fashion designers in California	r=0.86	20yrs	336
The number of industrial machinery mechanics in California	r=0.87	20yrs	336
Total Revenue of the NFL Teams	r=0.86	20yrs	335
The number of respiratory therapists in California	r=0.85	20yrs	334
UK Service Retail Price Index	r=0.85	19yrs	331
Total likes of Mark Rober YouTube videos	r=0.9	13yrs	330
Total likes of MrBeast's YouTube videos	r=0.89	12yrs	328
GMO use in cotton in California	r=0.89	23yrs	326
GMO use in cotton	r=0.87	23yrs	322
Annual US household spending on electricity	r=0.87	23yrs	320
Annual US household spending on utilities	r=0.86	23yrs	318
US household spending on rented dwellings	r=0.86	23yrs	318
Annual US household spending on education	r=0.86	21yrs	316
Biomass power generated in Zambia	r=0.89	22yrs	313
US milk fat used to produce sour cream	r=0.88	22yrs	310
The number of pharmacy technicians in California	r=0.85	20yrs	304
Wind power generated in Falkland Islands	r=0.88	22yrs	302
US production of cheese (other than cottage cheese)	r=0.87	22yrs	298
The average number of likes on Extra History YouTube videos	r=0.89	12yrs	298
Hydopower energy generated in Sierra Leone	r=0.88	22yrs	292
US production of yogurt, nonfrozen	r=0.87	22yrs	288
Wind power generated in Taiwan	r=0.88	22yrs	282
US milk fat used to produce whey products (net)	r=0.87	22yrs	278
Biomass power generated in India	r=0.87	23yrs	271
US dairy skim solids used to produce yogurt, nonfrozen	r=0.88	22yrs	268
Hydopower energy generated in Greenland	r=0.86	23yrs	260
US dairy skim solids used to produce sour cream	r=0.88	22yrs	258
Biomass power generated in Rwanda	r=0.87	22yrs	250
Chevron's stock price (CVX)	r=0.84	22yrs	249
McKesson's stock price (MCK)	r=0.83	22yrs	248
General Mills' stock price (GIS)	r=0.82	22yrs	248
US milk fat used to produce cheese (excluding cottage cheese)	r=0.86	22yrs	247
Gasoline pumped in Cook Islands	r=0.88	22yrs	238
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.87	22yrs	237
Google searches for 'cold shower'	r=0.83	20yrs	227
US production of butter	r=0.85	22yrs	226
Jet fuel used in Saint Kitts and Nevis	r=0.86	22yrs	226
Hollister retail store count worldwide	r=0.81	23yrs	226
Yearly Total Gross Income of US Farms	r=0.8	23yrs	226
US Wind Power Generation Capacity	r=0.8	23yrs	224
Genuine Parts Company's stock price (GPC)	r=0.83	22yrs	218
US milk fat used to produce butter	r=0.85	22yrs	216
Customer satisfaction with Motorola	r=0.83	18yrs	215
Popularity of the first name Lionel	r=0.73	43yrs	212
Annual US household spending on rented dwellings	r=0.85	23yrs	212
US per-person consumption of bottled water	r=0.84	24yrs	211
Annual US household spending on property taxes	r=0.84	23yrs	210
Annual US household spending on healthcare	r=0.83	23yrs	208
Annual US household spending on health insurance	r=0.83	23yrs	208
EOG Resources' stock price (EOG)	r=0.82	22yrs	206
Arch Capital Group's stock price (ACGL)	r=0.82	22yrs	196
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.89	22yrs	190
The number of medical assistants in California	r=0.84	20yrs	187
Google searches for 'how to move to europe'	r=0.78	20yrs	186
Aflac's stock price (AFL)	r=0.81	22yrs	184
GMO use in corn	r=0.81	24yrs	182
US average dairy skim-solid content of fluid beverage milk	r=0.9	22yrs	180
The number of court and municipal clerks in California	r=0.83	20yrs	176
Archer-Daniels-Midland Company's stock price (ADM)	r=0.81	22yrs	174
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.88	22yrs	167
Chubb's stock price (CB)	r=0.8	22yrs	163
US average milk-fat content of cheese (other than cottage cheese)	r=0.87	22yrs	156
Cigna's stock price (CI)	r=0.8	22yrs	153
US Bottled Water Consumption per Person	r=0.84	24yrs	147
US average milk-fat content of yogurt, nonfrozen	r=0.87	22yrs	146
W.W. Grainger's stock price (GWW)	r=0.8	22yrs	143
The Travelers Companies' stock price (TRV)	r=0.8	22yrs	132
Gasoline pumped in Greenland	r=0.76	42yrs	116
Gasoline pumped in Argentina	r=0.75	42yrs	104
The Coca-Cola Company's stock price (KO)	r=0.79	22yrs	96
Gasoline pumped in Gabon	r=0.72	42yrs	90
McDonald's stock price (MCD)	r=0.79	22yrs	86
Biomass power generated in Papua New Guinea	r=0.83	22yrs	79
Dollar Tree's stock price (DLTR)	r=0.78	22yrs	73
Biomass power generated in Mozambique	r=0.82	22yrs	68
Caterpillar's stock price (CAT)	r=0.79	22yrs	62
Gasoline pumped in Kiribati	r=0.84	22yrs	58
AutoZone's stock price (AZO)	r=0.79	22yrs	52
US dairy skim solids used to produce butter	r=0.85	22yrs	49
Jet fuel used in Cook Islands	r=0.7	42yrs	46
Sempra's stock price (SRE)	r=0.79	22yrs	42
US production of whey products (net)	r=0.83	22yrs	38
Gasoline pumped in Timor-Leste	r=0.85	19yrs	36
Oracle's stock price (ORCL)	r=0.78	22yrs	30
Conoco Phillips' stock price (COP)	r=0.78	22yrs	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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