Top variables that correlate with Air quality in Santa Rosa, California

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

Variable	Correlation	Years	Sys. Score
US production of cream products	r=0.95	7yrs	300
Total viewership of the Aviva Premiership Rugby final	r=0.88	14yrs	299
Number of active magazines in the United States	r=0.86	15yrs	298
US dairy skim solids used to produce cream products	r=0.94	7yrs	298
Portion of all US dairy skim-solids allocated to the production of cream products	r=0.95	7yrs	278
Number of Botox Injections Administered to Women	r=0.79	23yrs	222
US average milk-fat content of cream products	r=0.87	7yrs	206
Customer satisfaction with Apple	r=0.68	28yrs	202
The number of surgens in California	r=0.85	16yrs	194
Jet fuel used in Botswana	r=0.63	34yrs	178
Number of internet users	r=0.68	24yrs	160
Frank Lampard's appearances for the England national team	r=0.73	18yrs	156
Average number of comments on PBS Space Time YouTube videos	r=0.7	9yrs	156
Jet fuel used in Trinidad and Tobago	r=0.55	42yrs	154
Jet fuel used in Equatorial Guinea	r=0.67	22yrs	152
Customer satisfaction with Dillard's	r=0.57	27yrs	150
Customer satisfaction with JCPenney	r=0.55	27yrs	147
Per capita consumption of margarine	r=-0.98	10yrs	146
Organic Food Sales Volume in the United States	r=0.79	13yrs	144
Customer satisfaction with CNN.com (AT&T)	r=0.58	20yrs	144
Customer satisfaction with Dollar General	r=0.6	14yrs	142
Asthma prevalence in American children	r=0.55	17yrs	140
Popularity of the 'floss dance' meme	r=-0.84	18yrs	140
Global count of Health & Fitness Clubs	r=0.74	11yrs	138
Customer satisfaction with USATODAY.com	r=0.53	20yrs	137
Torii Hunter's Hit Count	r=0.7	18yrs	136
Customer satisfaction with NBCNews.com	r=0.52	20yrs	136
xkcd comics published about puzzles	r=0.65	17yrs	136
Popularity of the 'is this a pigeon' meme	r=-0.81	17yrs	136
Popularity of the 'slaps roof of car' meme	r=-0.79	18yrs	136
Popularity of the first name Aron	r=0.55	43yrs	135
Popularity of the first name Vance	r=0.55	43yrs	135
Customer satisfaction with All Others	r=0.47	27yrs	135
The price of gold	r=0.52	35yrs	134
Popularity of the first name Adan	r=0.54	43yrs	134
Total Number of Successful Mount Everest Climbs	r=0.54	32yrs	132
Asthma prevalence in American children	r=0.49	17yrs	131
New York Times Fiction Best Sellers	r=0.5	35yrs	130
Gasoline Prices in the US	r=0.52	33yrs	130
Master's degrees awarded in Philosophy and religious studies	r=0.81	10yrs	130
Votes for the Democratic Presidential candidate in California	r=0.66	11yrs	129
How fun PBS Space Time YouTube video titles are	r=0.78	9yrs	128
Number of liposuctions performed on women	r=0.57	26yrs	127
The average number of likes on PBS Space Time YouTube videos	r=0.57	9yrs	126
Worldwide revenue from Harley Davidson motorcycles	r=0.66	13yrs	125
Yearly peak of NYSE composite index	r=0.65	13yrs	124
Liquefied petroleum gas used in Hong Kong	r=0.54	42yrs	122
The number of movies Bill Nighy appeared in	r=0.48	44yrs	120
Bachelor's degrees awarded in Communications technologies	r=0.73	10yrs	118
The number of foresters in California	r=0.55	20yrs	118
Asthma prevalence in American children	r=0.46	17yrs	116
Asthma prevalence in American children	r=0.46	17yrs	116
The number of movies Morgan Freeman appeared in	r=0.46	44yrs	116
The number of meter readers, utilities in California	r=0.53	19yrs	114
Fossil fuel use in Luxembourg	r=0.51	42yrs	111
Popularity of the first name Kellen	r=0.54	43yrs	104
Electricity generation in Yemen	r=0.51	42yrs	101
Popularity of the first name Aiden	r=0.54	43yrs	94
Frank Lampard's Premier League goal tally	r=0.6	21yrs	94
How geeky OverSimplified YouTube video titles are	r=0.77	7yrs	94
Jet fuel used in Congo-Brazzaville	r=0.53	42yrs	91
US average milk-fat content of cream products	r=0.84	7yrs	86
Popularity of the 'expanding brain' meme	r=-0.77	18yrs	84
How trendy CGP Grey YouTube video titles are	r=0.72	13yrs	83
Popularity of the first name Leah	r=0.53	43yrs	82
Geothermal power generated in Russia	r=0.58	30yrs	80
US hotel industry's revenue per available room	r=0.66	14yrs	76
Popularity of the 'change my mind' meme	r=-0.78	18yrs	74
Popularity of the first name Landon	r=0.53	43yrs	72
Renewable energy production in Zimbabwe	r=0.5	42yrs	70
Number of registered Yamaha motorcycles in the UK	r=0.58	22yrs	70
Total likes of PBS Space Time YouTube videos	r=0.52	9yrs	69
Number of Public Library Members in the UK	r=0.63	12yrs	64
Popularity of the 'hard pills to swallow' meme	r=-0.78	18yrs	64
Popularity of the first name Kayleigh	r=0.56	39yrs	62
Hydopower energy generated in Zimbabwe	r=0.5	42yrs	60
How cool CGP Grey YouTube video titles are	r=0.69	13yrs	58
London Gold Prices	r=0.51	33yrs	57
Popularity of the first name Jayden	r=0.53	43yrs	52
Gasoline pumped in Venezuela	r=0.52	42yrs	50
Zdeno Chara's Seasonal Total Goal Assists	r=0.5	25yrs	46
Popularity of the first name Ella	r=0.52	43yrs	40
Kerosene used in British Virgin Islands	r=0.51	42yrs	38
Popularity of the first name Lilly	r=0.52	43yrs	30
Petroluem consumption in Trinidad and Tobago	r=0.51	42yrs	28
Popularity of the first name Keira	r=0.52	43yrs	20
Liquefied petroleum gas used in Sudan	r=0.5	42yrs	16
Popularity of the first name Brayden	r=0.51	43yrs	9
Liquefied petroleum gas used in Burundi	r=0.49	42yrs	5
Popularity of the first name Brody	r=0.51	43yrs	-1
Petroluem consumption in Solomon Islands	r=0.49	42yrs	-5
Popularity of the first name Julius	r=0.51	43yrs	-11
Jet fuel used in Suriname	r=0.49	42yrs	-15
Popularity of the first name Bree	r=0.51	43yrs	-21
Petroluem consumption in Venezuela	r=0.49	42yrs	-25
Popularity of the first name Vaughn	r=0.51	43yrs	-31
Popularity of the first name Adrien	r=0.51	43yrs	-41
Liquefied petroleum gas used in Luxembourg	r=-0.61	43yrs	-46
Popularity of the first name Lily	r=0.5	43yrs	-52
Fossil fuel use in Ecuador	r=0.49	42yrs	-57
Popularity of the first name Addison	r=0.5	43yrs	-62

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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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