Top variables that correlate with The number of special education teachers in California

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Data source: Bureau of Larbor Statistics
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The number of special education teachers in California correlates with...

Variable	Correlation	Years	Sys. Score
Automotive recalls for issues with Steering	r=0.91	11yrs	334
Fossil fuel use in Saint Vincent/Grenadines	r=0.92	10yrs	316
McKesson's stock price (MCK)	r=0.91	11yrs	314
Regeneron Pharmaceuticals' stock price (REGN)	r=0.9	11yrs	312
Popularity of the first name Graham	r=0.91	11yrs	312
Popularity of the first name Aisha	r=0.91	11yrs	312
Popularity of the first name Colette	r=0.9	11yrs	310
How fun PBS Space Time YouTube video titles are	r=0.92	8yrs	303
Biomass power generated in Romania	r=0.88	10yrs	280
Gasoline pumped in Chile	r=0.88	11yrs	278
Kroger's stock price (KR)	r=0.85	11yrs	276
US consumption of imported cheese that did not come from cows	r=0.85	10yrs	266
Popularity of the first name Sylvia	r=0.89	11yrs	249
Gasoline pumped in Namibia	r=0.88	10yrs	246
Popularity of the first name Talia	r=0.88	11yrs	238
Popularity of the first name Alina	r=0.88	11yrs	228
Popularity of the first name Lori	r=0.87	11yrs	216
Kerosene used in Mexico	r=0.86	8yrs	216
Popularity of the first name Thalia	r=0.86	11yrs	204
Popularity of the first name Eden	r=0.86	11yrs	194
GMO use in soybeans	r=0.83	11yrs	158
GMO use in soybeans	r=0.83	11yrs	158
Total number of automotive recalls	r=0.85	11yrs	156
US Shoe Store Sales	r=0.85	10yrs	154
Number of times 9 was a winning Mega Millions number	r=0.84	9yrs	154
Automotive recalls issued by Hyundai Motor America	r=0.79	11yrs	150
How geeky OverSimplified YouTube video titles are	r=0.81	7yrs	150
How fun 'Be Smart' science YouTube video titles are	r=0.78	10yrs	149
Total Sales at Clothing and Accessories Stores	r=0.79	11yrs	148
Texas Rangers' American League West Division finish position	r=0.81	11yrs	148
Annual comic book sales in North America	r=0.81	10yrs	148
Air quality in San Luis Obispo, California	r=0.79	11yrs	148
Popularity of the 'pepe' meme	r=0.76	11yrs	148
GMO use in corn	r=0.75	11yrs	146
Number of times 4 was a winning Mega Millions number	r=0.79	9yrs	146
Number of times 7 was a winning Mega Millions number	r=0.79	9yrs	146
Viewership of "The Big Bang Theory"	r=0.77	8yrs	144
Processed cheese consumption	r=0.74	10yrs	144
The number of movies Ryan Reynolds appeared in	r=0.73	11yrs	144
The number of movies Ralph Fiennes appeared in	r=0.73	11yrs	144
Global Apple iPhone Sales in Q3	r=0.79	7yrs	142
Christmas Price Index in the United States	r=0.77	11yrs	142
Automotive recalls for issues with the Child Seat	r=0.77	11yrs	142
Rainfall in San Francisco	r=0.76	11yrs	141
Automotive recalls issued by Ford Motor Company	r=0.73	11yrs	141
Highest Nielsen rating for a TV show each year	r=0.77	9yrs	140
Number of public school students in 10th grade	r=0.73	11yrs	140
Annual Revenue of the Lego Group	r=0.74	11yrs	138
Google searches for 'lost my wallet'	r=0.73	11yrs	138
Number of sets won by the losing team in NCAA Women's Volleyball Div III Championship finals	r=0.75	11yrs	136
China's Annual Passenger Car Production	r=0.73	10yrs	136
Sales of LP/Vinyl Albums	r=0.66	11yrs	135
Powerball lottery numbers	r=0.7	11yrs	135
Annual US household spending on personal care products and services	r=0.72	11yrs	135
Popularity of the 'minions' meme	r=0.67	11yrs	135
Automotive recalls issued by Chrysler	r=0.68	11yrs	134
CVS stock price (CVS)	r=0.84	11yrs	126
Liquefied petroleum gas used in Greece	r=0.85	11yrs	118
How provocative MinuteEarth YouTube video titles are	r=0.77	10yrs	118
The number of movies Idris Elba appeared in	r=0.72	11yrs	112
Toyota Motor's stock price (TM)	r=0.78	11yrs	104
The number of movies Jude Law appeared in	r=-0.93	11yrs	102
Total likes of PBS Space Time YouTube videos	r=0.72	8yrs	98
Colgate-Palmolive Company's stock price (CL)	r=0.78	11yrs	94
Biomass power generated in Slovakia	r=0.82	10yrs	90
Public Storage's stock price (PSA)	r=0.77	11yrs	82
Kerosene used in Mali	r=0.84	10yrs	80
Tractor Supply Company's stock price (TSCO)	r=0.76	11yrs	71
Petroluem consumption in Russia	r=0.84	10yrs	70
Popularity of the first name Cecelia	r=0.83	11yrs	60
Archer-Daniels-Midland Company's stock price (ADM)	r=0.75	11yrs	60
Electricity generation in Aruba	r=0.81	10yrs	59
Electricity generation in Gibraltar	r=0.81	10yrs	49
Popularity of the first name Annie	r=0.82	11yrs	48
Novo Nordisk's stock price (NVO)	r=0.74	11yrs	48
Biomass power generated in Nigeria	r=0.81	10yrs	39
Popularity of the first name Haven	r=0.82	11yrs	38
United Parcel Service's stock price (UPS)	r=0.74	11yrs	38
Popularity of the first name Bobbi	r=0.82	11yrs	28
Petroluem consumption in Botswana	r=0.82	10yrs	28
Cheniere Energy's stock price (LNG)	r=0.74	11yrs	28
Popularity of the first name Kristan	r=0.83	9yrs	18
Gasoline pumped in Malta	r=0.82	10yrs	18
Cognizant Technology Solutions' stock price (CTSH)	r=0.74	11yrs	18
Gasoline pumped in Zambia	r=0.82	10yrs	8
Wipro's stock price (WIT)	r=0.74	11yrs	8
Popularity of the first name Reuben	r=0.81	11yrs	7
Popularity of the first name Annalise	r=0.8	11yrs	-4
Electricity generation in Benin	r=0.79	10yrs	-4
PPG Industries' stock price (PPG)	r=0.73	11yrs	-4
Electricity generation in Cuba	r=0.79	10yrs	-14
FedEx's stock price (FDX)	r=0.71	11yrs	-15
Popularity of the first name Francesca	r=0.79	11yrs	-16
Electricity generation in Nicaragua	r=0.79	10yrs	-24
Genuine Parts Company's stock price (GPC)	r=0.72	11yrs	-25
Popularity of the first name Franklin	r=0.79	11yrs	-26
Gasoline pumped in Egypt	r=0.81	10yrs	-34
Popularity of the first name Kori	r=0.79	11yrs	-36
Tesla's stock price (TSLA)	r=0.67	11yrs	-36
Popularity of the first name Milan	r=0.79	11yrs	-46
Fossil fuel use in Benin	r=0.78	10yrs	-46

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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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