Top variables that correlate with Air quality in Redding, California

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

Variable	Correlation	Years	Sys. Score
Customer satisfaction with Dillard's	r=0.8	27yrs	250
Customer satisfaction with Apple	r=0.74	28yrs	242
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.64	43yrs	226
Electricity generation in Libya	r=0.66	42yrs	224
Fossil fuel use in Libya	r=0.66	42yrs	224
Petroluem consumption in Solomon Islands	r=0.68	42yrs	224
Total number of live births in Australia	r=0.65	43yrs	222
USA Population	r=0.62	43yrs	217
Average milk produced per cow in the US	r=0.6	43yrs	207
Popularity of the first name Chaya	r=0.66	43yrs	202
Ticket sales for San Francisco Giants games	r=0.59	40yrs	201
Popularity of the first name Eli	r=0.65	43yrs	200
Popularity of the first name Liliana	r=0.65	43yrs	200
Electricity generation in Antigua and Barbuda	r=0.65	42yrs	192
Patents granted in the US	r=0.6	41yrs	190
Budget for largest movie production	r=0.59	43yrs	186
Patents granted in the US	r=0.6	41yrs	186
The number of costume attendants in California	r=0.77	20yrs	186
Gasoline pumped in Sierra Leone	r=0.67	42yrs	182
Gasoline Prices in the US	r=0.63	33yrs	182
Automotive recalls issued by BMW of North America	r=0.53	43yrs	178
Automotive recalls issued by Honda	r=0.53	43yrs	178
Total number of automotive recalls	r=0.54	43yrs	176
Automotive recalls for issues with the Electrical System	r=0.53	43yrs	174
Chevron's stock price (CVX)	r=0.67	22yrs	174
Automotive recalls for issues with the Power Train	r=0.52	43yrs	172
Biomass power generated in Austria	r=0.64	42yrs	170
Popularity of the first name Zoey	r=0.65	43yrs	170
Number of Public Library Members in the UK	r=0.83	12yrs	169
NBA Season MVP's Age	r=-0.73	32yrs	166
Yogurt consumption	r=0.64	32yrs	166
Torii Hunter's Hit Count	r=0.78	18yrs	163
UFO sightings in California	r=0.55	42yrs	163
Customer satisfaction with Sprint	r=0.72	17yrs	162
Biomass power generated in Belgium	r=0.64	42yrs	160
Popularity of the first name Cruz	r=0.65	43yrs	160
Movie Releases in the US & Canada	r=0.52	43yrs	155
Global plane crashes	r=0.54	43yrs	155
Google searches for 'Nicolas Cage'	r=0.68	20yrs	154
The number of geoscientists in California	r=0.69	20yrs	154
The number of set and exhibit designers in California	r=0.69	20yrs	154
Number of Movies Released Annually	r=0.52	43yrs	152
New York Times Fiction Best Sellers	r=0.54	35yrs	152
The price of gold	r=0.54	35yrs	152
UK Service Retail Price Index	r=0.69	19yrs	152
Super Bowl TV viewership	r=0.56	33yrs	152
Exxon Mobil's stock price (XOM)	r=0.59	22yrs	152
Customer satisfaction with All Others	r=0.58	27yrs	152
Customer satisfaction with Publix	r=0.58	27yrs	152
Customer satisfaction with Kroger	r=0.58	27yrs	152
Customer satisfaction with Sam's Club	r=0.59	25yrs	151
Electricity generation in British Virgin Islands	r=0.64	42yrs	150
Popularity of the first name Layla	r=0.65	43yrs	150
Fomento Econ's stock price (FMX)	r=0.61	22yrs	150
The distance between Neptune and the Sun	r=-0.63	44yrs	150
The distance between Neptune and Earth	r=-0.63	44yrs	150
The distance between Neptune and Mercury	r=-0.63	44yrs	150
Customer satisfaction with Verizon	r=-0.69	28yrs	150
Formula One World Drivers' Champion's Point Margin	r=0.5	43yrs	149
Automotive recalls issued by Hyundai Motor America	r=0.47	37yrs	148
Google searches for 'i cant even'	r=0.6	20yrs	148
Hispanic cheese consumption	r=0.66	26yrs	144
Fossil fuel use in British Virgin Islands	r=0.64	42yrs	140
Popularity of the first name Anderson	r=0.65	43yrs	140
Biomass power generated in Sweden	r=0.64	42yrs	130
Popularity of the first name Presley	r=0.65	43yrs	130
Jet fuel used in Botswana	r=0.71	34yrs	120
Popularity of the first name Jude	r=0.65	43yrs	120
Conoco Phillips' stock price (COP)	r=0.61	22yrs	120
The distance between Neptune and the moon	r=-0.63	44yrs	120
The number of movies Willem Dafoe appeared in	r=0.55	44yrs	115
Popularity of the first name Serenity	r=0.65	43yrs	110
Electricity generation in Bahrain	r=0.63	42yrs	109
Enbridge's stock price (ENB)	r=0.6	22yrs	108
US Annual Tax Revenue	r=0.53	42yrs	102
Fossil fuel use in Bahrain	r=0.63	42yrs	99
Popularity of the first name Julian	r=0.64	43yrs	98
EOG Resources' stock price (EOG)	r=0.59	22yrs	96
Total Federal Construction Expenditure in the United States	r=0.63	24yrs	95
Biomass power generated in Portugal	r=0.63	42yrs	89
Popularity of the first name Carter	r=0.64	43yrs	88
Inflation in the US	r=0.57	31yrs	88
ONEOK's stock price (OKE)	r=0.58	22yrs	85
Annual count of part-time employees in the United States	r=0.56	33yrs	83
Electricity generation in U.S. Pacific Islands	r=0.63	42yrs	79
Popularity of the first name Josiah	r=0.64	43yrs	78
Public Library Website Visits in the UK	r=0.79	8yrs	74
Canadian Natural Resources' stock price (CNQ)	r=0.57	22yrs	74
Fossil fuel use in U.S. Pacific Islands	r=0.63	42yrs	69
Popularity of the first name Eva	r=0.64	43yrs	68
Total number of passenger vehicles sold in China	r=0.81	7yrs	67
Fossil fuel use in Venezuela	r=0.63	42yrs	59
Popularity of the first name Sofia	r=0.64	43yrs	58
Petroluem consumption in Falkland Islands	r=0.65	42yrs	49
Popularity of the first name Alaina	r=0.64	43yrs	48
Petroluem consumption in Samoa	r=0.65	42yrs	39
Popularity of the first name Lucy	r=0.64	43yrs	38
Kerosene used in Samoa	r=0.65	42yrs	29
Popularity of the first name Eden	r=0.64	43yrs	28
Popularity of the first name Camden	r=0.64	43yrs	18
Popularity of the first name Alessandra	r=0.64	43yrs	8

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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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