Top variables that correlate with Air quality in Ukiah, California

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

Variable	Correlation	Years	Has img?
Associates degrees awarded in Dental assisting	r=0.8	11yrs	Yes!

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

Variable	Correlation	Years	Sys. Score
Total number of passenger vehicles sold in China	r=0.87	7yrs	256
How geeky OverSimplified YouTube video titles are	r=0.9	7yrs	249
Popularity of the first name Harlie	r=0.79	34yrs	212
Jet fuel used in Eswatini	r=-0.75	42yrs	176
The marriage rate in California	r=0.65	23yrs	172
Petroluem consumption in Germany, East	r=0.85	11yrs	168
Petroluem consumption in Saint Pierre and Miquelon	r=-0.66	42yrs	168
Visitors to SeaWorld California	r=0.74	15yrs	166
The number of surgens in California	r=0.79	16yrs	166
Number of public school students in 7th grade	r=0.64	33yrs	163
Number of public school students in 9th grade	r=0.64	33yrs	163
Popularity of the first name Akeem	r=-0.79	43yrs	162
Popularity of the first name Leanna	r=-0.77	43yrs	160
Customer satisfaction with Dollar General	r=0.71	14yrs	158
Ticket sales for Oakland Athletics games	r=-0.63	40yrs	156
Average number of comments on PBS Space Time YouTube videos	r=0.71	8yrs	156
Number of Lawyers in the United States	r=0.55	34yrs	155
Number of seasons Manchester United won matches	r=0.53	43yrs	154
The number of meter readers, utilities in California	r=0.69	19yrs	154
Customer satisfaction with Whirlpool	r=0.56	28yrs	150
Customer satisfaction with CNN.com (AT&T)	r=0.61	20yrs	149
Total comments on PBS Space Time YouTube videos	r=0.68	8yrs	142
Number of public school students in 8th grade	r=0.61	33yrs	138
Customer satisfaction with ABCNews.com	r=0.54	20yrs	138
Brick cheese consumption	r=0.61	27yrs	137
Customer satisfaction with NBCNews.com	r=0.53	20yrs	137
Renewable energy production in Cook Islands	r=-0.74	30yrs	136
Global count of Health & Fitness Clubs	r=0.73	11yrs	136
The number of bill collectors in California	r=0.66	20yrs	136
Customer satisfaction with USATODAY.com	r=0.52	20yrs	136
Asthma prevalence in American children	r=0.51	17yrs	134
US production of fluid beverage milk	r=0.62	22yrs	131
US dairy skim solids used to produce milk fat and skim solids byproduct fluid beverage milk	r=0.63	22yrs	131
Popularity of the first name Rico	r=-0.77	43yrs	130
LeBron James' field goal count	r=0.61	20yrs	128
Google searches for 'how to do magic'	r=0.61	19yrs	128
Cigarette Smoking Rate for US adults	r=0.6	21yrs	127
Solar power generated in Cook Islands	r=-0.74	30yrs	126
United States' Fruit Juice Export Volume	r=0.64	13yrs	125
Lockheed Martin's stock price (LMT)	r=-0.7	21yrs	125
US music album sales	r=0.61	16yrs	124
Boeing's stock price (BA)	r=-0.7	21yrs	124
US birth rates of triplets or more	r=0.53	20yrs	123
Royal Caribbean Cruises' stock price (RCL)	r=-0.71	21yrs	123
Annual count of part-time employees in the United States	r=0.49	33yrs	122
Google searches for 'Matt Parker'	r=0.59	16yrs	122
xkcd comics published about puzzles	r=0.56	16yrs	122
Number of games won by Miami Marlins in the National League (East Division)	r=0.5	30yrs	121
NCAA Women's Ice Hockey National Championship Winner's Score	r=0.55	22yrs	120
Total annual cinema attendance in the UK	r=0.55	22yrs	120
Master's degrees awarded in Philosophy and religious studies	r=0.74	10yrs	120
Google searches for 'daylight savings time'	r=0.55	19yrs	119
Popularity of the first name Cecily	r=-0.74	43yrs	116
Renewable energy production in Belarus	r=-0.72	30yrs	114
Number of public school students in 6th grade	r=0.6	33yrs	107
The number of typists in California	r=0.66	20yrs	105
Popularity of the first name Arielle	r=-0.72	43yrs	104
Total comments on Tom Scott's YouTube videos	r=-0.82	14yrs	103
Popularity of the first name Jalisa	r=-0.72	43yrs	94
US kids in public school	r=0.58	33yrs	94
How cool CGP Grey YouTube video titles are	r=0.79	12yrs	92
Intel's stock price (INTC)	r=-0.7	21yrs	92
Gasoline pumped in Ukraine	r=0.59	30yrs	88
The number of file clerks in California	r=0.61	20yrs	88
Popularity of the first name Britany	r=-0.7	43yrs	82
Number of public school students in 5th grade	r=0.56	33yrs	81
Average number of comments on Tom Scott's YouTube videos	r=-0.79	14yrs	80
Cenovus Energy's stock price (CVE)	r=0.54	13yrs	80
Liquefied petroleum gas used in Aruba	r=0.55	33yrs	75
The number of college computer science teachers in California	r=0.59	19yrs	74
Popularity of the first name Brittany	r=-0.67	43yrs	70
Number of public school students in 3rd grade	r=0.55	33yrs	70
Consolidated Edison's stock price (ED)	r=-0.68	21yrs	70
How insightful CGP Grey YouTube video titles are	r=0.74	12yrs	65
The number of bridge and lock tenders in California	r=0.59	20yrs	64
Marriott International's stock price (MAR)	r=-0.67	21yrs	59
Popularity of the first name Vincent	r=-0.65	43yrs	58
Gasoline pumped in Hungary	r=-0.61	43yrs	54
Total likes of minutephysics YouTube videos	r=0.52	12yrs	52
The number of human resources assistants in California	r=0.57	20yrs	51
Popularity of the first name Brittani	r=-0.65	43yrs	48
Wind power generated in Luxembourg	r=-0.74	25yrs	42
How trendy LockPickingLawyer YouTube video titles are	r=0.73	8yrs	40
Popularity of the first name Brittni	r=-0.75	33yrs	38
Fossil fuel use in North Macedonia	r=0.56	30yrs	32
How good CGP Grey YouTube video titles are	r=0.7	12yrs	29
Popularity of the first name Brittney	r=-0.63	43yrs	26
Solar power generated in Australia	r=-0.68	30yrs	20
How professional-sounding CGP Grey YouTube video titles are	r=0.7	12yrs	19
Popularity of the first name Alysha	r=-0.62	43yrs	14
Nuclear power generation in China	r=-0.67	30yrs	10
Popularity of the first name Jerica	r=-0.62	43yrs	4
Solar power generated in India	r=-0.71	27yrs	0
Wind power generated in Norway	r=-0.67	30yrs	-10
Popularity of the first name Emani	r=0.59	33yrs	-19
Kerosene used in French Polynesia	r=-0.68	32yrs	-20
Gasoline pumped in Netherlands	r=0.48	43yrs	-30
Liquefied petroleum gas used in North Korea	r=-0.59	42yrs	-40
Electricity generation in Aruba	r=0.5	36yrs	-52
Nuclear power generation in Mexico	r=0.52	32yrs	-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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