Top variables that correlate with Air quality in Sacramento

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Data source: Environmental Protection Agency
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Air quality in Sacramento correlates with...

Variable	Correlation	Years	Sys. Score
Total likes of MrBeast's YouTube videos	r=0.9	12yrs	359
Google searches for 'what is the FDIC'	r=0.88	20yrs	340
Wind power generated in Czechia	r=0.86	22yrs	338
Jet fuel used in Sao Tome and Principe	r=0.86	22yrs	336
Adidas Group's Global Net Sales	r=0.85	23yrs	334
Liquefied petroleum gas used in Maldives	r=0.85	18yrs	330
Total likes of Mark Rober YouTube videos	r=0.89	13yrs	328
GMO use in cotton	r=0.85	23yrs	320
Total likes of Extra History YouTube videos	r=0.88	12yrs	306
How provocative 'Be Smart' science YouTube video titles are	r=0.91	11yrs	270
McDonald's stock price (MCD)	r=0.8	22yrs	248
Chevron's stock price (CVX)	r=0.82	22yrs	246
EOG Resources' stock price (EOG)	r=0.81	22yrs	244
Total employee count at Continental AG	r=0.83	24yrs	231
Ticket prices at North American movie theaters	r=0.83	22yrs	230
Economic output of Washington metro area	r=0.85	21yrs	230
US production of sour cream	r=0.84	22yrs	229
U.S. direct investment abroad	r=0.82	22yrs	228
US production of cheese (other than cottage cheese)	r=0.83	22yrs	228
US milk fat used to produce cheese (excluding cottage cheese)	r=0.83	22yrs	228
The number of veterinary technologists and technicians in California	r=0.85	20yrs	228
The number of medical assistants in California	r=0.85	20yrs	228
The number of industrial machinery mechanics in California	r=0.84	20yrs	227
Total Revenue of the NFL Teams	r=0.83	20yrs	226
Popularity of the first name Dallas	r=0.81	43yrs	224
Petroluem consumption in Mauritania	r=0.83	42yrs	216
Aflac's stock price (AFL)	r=0.81	22yrs	214
GMO use in corn	r=0.79	24yrs	210
GMO use in cotton in California	r=0.82	23yrs	210
Popularity of the first name Ishmael	r=0.72	43yrs	210
Popularity of the first name Kali	r=0.71	43yrs	209
Annual US household spending on telephone services	r=0.82	23yrs	207
US household spending on rented dwellings	r=0.82	23yrs	207
Automotive recalls for issues with the Seats	r=0.61	43yrs	206
Annual US household spending on rented dwellings	r=0.81	23yrs	206
Annual US household spending on pets, toys, and hobbies	r=0.81	23yrs	206
US per-person consumption of bottled water	r=0.79	24yrs	204
Annual US household spending on utilities	r=0.8	23yrs	204
Annual US household spending on healthcare	r=0.8	23yrs	204
Annual US household spending on education	r=0.81	21yrs	204
Archer-Daniels-Midland Company's stock price (ADM)	r=0.8	22yrs	203
Liquefied petroleum gas used in Mauritania	r=0.8	42yrs	202
Annual US household spending on property taxes	r=0.79	23yrs	202
Annual US household spending on electricity	r=0.79	23yrs	202
Annual US household spending on laundry and cleaning supplies	r=0.79	23yrs	202
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.83	22yrs	196
The number of pharmacy technicians in California	r=0.83	20yrs	196
Liquefied petroleum gas used in Saudi Arabia	r=0.8	42yrs	192
US production of butter	r=0.8	22yrs	183
Popularity of the first name Cullen	r=0.71	43yrs	179
GMO use in cotton	r=0.8	23yrs	177
Biomass power generated in India	r=0.85	23yrs	173
US milk fat used to produce butter	r=0.8	22yrs	173
US Bottled Water Consumption per Person	r=0.79	24yrs	170
Popularity of the first name Hassan	r=0.7	43yrs	168
The Coca-Cola Company's stock price (KO)	r=0.78	22yrs	164
Biomass power generated in Zambia	r=0.85	22yrs	162
US dairy skim solids used to produce butter	r=0.8	22yrs	162
Popularity of the first name Colton	r=0.69	43yrs	156
Gasoline pumped in Lebanon	r=0.74	42yrs	152
Arch Capital Group's stock price (ACGL)	r=0.79	22yrs	152
Annual US household spending on health insurance	r=0.79	23yrs	152
US household spending on healthcare	r=0.79	23yrs	147
Popularity of the first name Khalil	r=0.69	43yrs	146
Gasoline pumped in South Korea	r=0.73	43yrs	142
Dollar Tree's stock price (DLTR)	r=0.77	22yrs	142
US household spending on health insurance	r=0.79	23yrs	142
Average milk produced per cow in the US	r=0.61	43yrs	138
Popularity of the first name Demi	r=0.7	41yrs	136
Annual US household spending on medical supplies	r=0.78	23yrs	136
Genuine Parts Company's stock price (GPC)	r=0.79	22yrs	132
Fossil fuel use in Guinea-Bissau	r=0.71	42yrs	131
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.83	22yrs	126
Popularity of the first name Austyn	r=0.69	41yrs	124
Hydopower energy generated in Turkiye	r=0.71	42yrs	121
Chubb's stock price (CB)	r=0.78	22yrs	120
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.84	22yrs	116
Popularity of the first name Houston	r=0.68	43yrs	114
Petroluem consumption in Philippines	r=0.73	42yrs	111
Cigna's stock price (CI)	r=0.78	22yrs	110
US average milk-fat content of cheese (other than cottage cheese)	r=0.83	22yrs	104
Popularity of the first name Celine	r=0.68	43yrs	104
Electricity generation in Guinea-Bissau	r=0.7	42yrs	100
General Mills' stock price (GIS)	r=0.77	22yrs	100
US average dairy skim-solid content of fluid beverage milk	r=0.81	22yrs	92
Popularity of the first name Lane	r=0.66	43yrs	92
W.W. Grainger's stock price (GWW)	r=0.78	22yrs	90
Biomass power generated in Rwanda	r=0.83	22yrs	89
Popularity of the first name Harley	r=0.65	43yrs	80
Hydopower energy generated in Sierra Leone	r=0.83	22yrs	79
Caterpillar's stock price (CAT)	r=0.77	22yrs	78
Wind power generated in Taiwan	r=0.83	22yrs	69
Lockheed Martin's stock price (LMT)	r=0.75	22yrs	68
Jet fuel used in Samoa	r=0.85	22yrs	59
Becton, Dickinson and Company's stock price (BDX)	r=0.77	22yrs	58
Gasoline pumped in Chile	r=0.7	43yrs	48
General Dynamics' stock price (GD)	r=0.77	22yrs	48
Gasoline pumped in Cook Islands	r=0.84	22yrs	38
Sempra's stock price (SRE)	r=0.77	22yrs	38
Yum! Brands' stock price (YUM)	r=0.77	22yrs	28
Berkshire Hathaway's stock price (BRK.A)	r=0.76	22yrs	17

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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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