Top variables that correlate with The number of middle school special education teachers in Pennsylvania

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

Variable	Correlation	Years	Sys. Score
Popularity of the first name Kaylen	r=0.94	20yrs	376
Popularity of the first name Cale	r=0.94	20yrs	376
Popularity of the first name Chloe	r=0.93	20yrs	374
Hydopower energy generated in Puerto Rico	r=0.92	19yrs	374
Google searches for 'desktop background'	r=0.93	16yrs	373
Gasoline pumped in Kosovo	r=0.94	14yrs	370
Gasoline pumped in Ukraine	r=0.9	19yrs	368
Popularity of the first name Payton	r=0.93	20yrs	344
US production of fluid beverage milk	r=0.89	19yrs	338
US dairy skim solids used to produce milk fat and skim solids byproduct fluid beverage milk	r=0.89	19yrs	337
Popularity of the first name Brennan	r=0.93	20yrs	334
US household spending on mortgage interest and charges	r=0.85	20yrs	334
Popularity of the first name Braydon	r=0.93	20yrs	324
Bachelor's degrees awarded in Visual and performing arts	r=0.91	10yrs	316
Popularity of the first name Byron	r=0.92	20yrs	312
Liquefied petroleum gas used in Belarus	r=0.89	19yrs	307
Google searches for 'Britney Spears'	r=0.87	15yrs	303
Popularity of the first name Jayda	r=0.92	20yrs	302
United States music album sales	r=0.87	16yrs	302
Petroluem consumption in Yemen	r=0.89	19yrs	297
Popularity of the first name Giancarlo	r=0.92	20yrs	292
Fossil fuel use in Netherlands Antilles	r=0.86	19yrs	286
Associates degrees awarded in Visual and performing arts	r=0.89	11yrs	282
Average views of Numberphile YouTube videos	r=0.85	12yrs	282
Popularity of the first name Chase	r=0.91	20yrs	281
Bachelor's degrees awarded in linguistics	r=0.88	10yrs	281
Gasoline pumped in Greece	r=0.87	20yrs	275
Popularity of the first name Kaylin	r=0.91	20yrs	271
Electricity generation in Bermuda	r=0.85	19yrs	264
Popularity of the first name Giselle	r=0.91	20yrs	261
Fossil fuel use in Bermuda	r=0.85	19yrs	254
Popularity of the first name Kaylynn	r=0.91	20yrs	251
Associates degrees awarded in Legal professions and studies	r=0.88	11yrs	250
Kerosene used in Benin	r=0.86	19yrs	242
Popularity of the first name Keeley	r=0.91	20yrs	241
Bachelor's degrees awarded in Communications technologies	r=0.87	10yrs	240
Burglary rates in the US	r=0.84	20yrs	234
Liquefied petroleum gas used in Croatia	r=0.86	19yrs	232
Burglaries in Pennsylvania	r=0.82	20yrs	232
Popularity of the first name Jaelyn	r=0.91	20yrs	231
Associates degrees awarded in Accounting	r=0.87	11yrs	229
GMO use in cotton	r=0.83	20yrs	228
Google searches for 'how to do magic'	r=0.84	19yrs	228
The distance between Neptune and Saturn	r=0.84	20yrs	228
Cigarette Smoking Rate for US adults	r=0.84	19yrs	226
Annual Email Spam Rates	r=0.83	20yrs	226
Telefónica's stock price (TEF)	r=0.83	20yrs	226
US household spending on natural gas	r=0.82	20yrs	224
Popularity of the first name Sasha	r=0.9	20yrs	220
Associates degrees awarded in Management information systems	r=0.86	11yrs	218
Popularity of the first name Kayleigh	r=0.9	20yrs	210
Associates degrees awarded in Business operations	r=0.85	11yrs	206
Milk consumption	r=0.83	19yrs	204
Popularity of the first name Moriah	r=0.9	20yrs	200
Asthma prevalence in American children	r=0.85	17yrs	200
Robberies in Pennsylvania	r=0.8	20yrs	198
GMO use in cotton	r=0.82	20yrs	197
US music album sales	r=0.85	16yrs	194
Asthma prevalence in American children	r=0.81	17yrs	194
The distance between Uranus and the Sun	r=0.8	20yrs	192
Customer satisfaction with FedEx	r=0.8	19yrs	192
US household spending on tobacco products and smoking supplies	r=0.81	20yrs	192
Air pollution in Pittsburgh	r=0.77	20yrs	192
The distance between Uranus and Earth	r=0.79	20yrs	191
Popularity of the first name Jorden	r=0.9	20yrs	190
National Lacrosse Champions' Final Point	r=0.79	20yrs	190
US household spending on fresh milk and cream	r=0.79	20yrs	190
Liquefied petroleum gas used in Kosovo	r=0.86	14yrs	188
Number of registered Yamaha motorcycles in the UK	r=0.79	19yrs	188
Eni S.p.A.'s stock price (E)	r=0.78	20yrs	188
Banco Santander's stock price (SAN)	r=0.77	20yrs	186
NCAA Women's Ice Hockey National Championship Winner's Score	r=0.76	20yrs	185
Bachelor's degrees awarded in literature	r=0.87	10yrs	184
Popularity of the first name Shyla	r=0.9	20yrs	180
Pirate attacks globally	r=0.84	14yrs	176
Master's degrees awarded in Philosophy and religious studies	r=0.87	10yrs	174
xkcd comics published about pop culture	r=0.8	16yrs	173
xkcd comics published about childhood	r=0.8	16yrs	173
How trendy SmarterEveryDay YouTube video titles are	r=-0.9	16yrs	173
The average number of likes on 'Be Smart' science YouTube videos	r=-0.96	10yrs	173
Customer satisfaction with American Airlines	r=-0.9	19yrs	172
Asthma prevalence in American children	r=0.79	17yrs	171
Viewership count of American Idol Season Finale	r=0.76	20yrs	170
Robberies in the US	r=0.79	20yrs	167
Google searches for 'call of duty'	r=0.83	19yrs	166
Bachelor's degrees awarded in Philosophy	r=0.86	10yrs	163
The distance between Uranus and the moon	r=0.79	20yrs	161
US average dairy skim-solid content of whey products (net)	r=0.82	19yrs	160
Google searches for 'download firefox'	r=0.82	19yrs	154
Master's degrees awarded in literature	r=0.85	10yrs	152
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.79	19yrs	146
How good SmarterEveryDay YouTube video titles are	r=-0.89	16yrs	142
Electricity generation in Netherlands Antilles	r=0.83	19yrs	106
The number of Breweries in the United States	r=-0.83	20yrs	102
Liquefied petroleum gas used in Austria	r=0.83	20yrs	94
Gasoline pumped in Bosnia and Herzegovina	r=0.84	19yrs	84
Liquefied petroleum gas used in Botswana	r=0.84	19yrs	74
Gasoline pumped in Ireland	r=0.83	20yrs	64
Liquefied petroleum gas used in Syria	r=0.84	19yrs	54
Kerosene used in India	r=0.83	19yrs	43
Renewable energy production in Comoros	r=0.84	17yrs	6

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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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