Top variables that correlate with The number of geography teachers in Pennsylvania

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Data source: Bureau of Larbor Statistics
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The number of geography teachers in Pennsylvania correlates with...

Variable	Correlation	Years	Sys. Score
Air pollution in Scranton, Pennsylvania	r=0.91	20yrs	376
Popularity of the first name Faith	r=0.93	20yrs	374
Google searches for 'panama canal'	r=0.9	19yrs	372
Google searches for 'Panama Canal'	r=0.9	19yrs	372
Popularity of the first name Mackenzie	r=0.92	20yrs	372
Popularity of the first name Alexandria	r=0.92	20yrs	372
Petroluem consumption in Japan	r=0.9	20yrs	370
Gasoline pumped in Albania	r=0.9	19yrs	368
Arson in Pennsylvania	r=0.87	20yrs	344
Cottage cheese consumption	r=0.87	19yrs	343
Popularity of the first name Annamarie	r=0.92	20yrs	342
Remaining Forest Cover in the Brazilian Amazon	r=0.87	20yrs	342
Automotive recalls for issues with Vehicle Speed Control	r=0.89	20yrs	340
US household spending on clothing for men	r=0.89	20yrs	340
Physical album shipment volume in the United States	r=0.88	20yrs	338
Google searches for 'snoop dog'	r=0.88	19yrs	338
US household spending on clothing	r=0.88	20yrs	338
Kerosene used in Japan	r=0.89	20yrs	338
US household spending on postage and stationery	r=0.87	20yrs	336
U.S. intercountry adoptions	r=0.86	19yrs	334
US household spending on clothin for women	r=0.85	20yrs	334
Popularity of the first name Cathy	r=0.92	20yrs	332
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.86	19yrs	331
Popularity of the first name Emily	r=0.91	20yrs	321
Total views on PBS Space Time YouTube videos	r=0.93	8yrs	320
How 'hip and with it' LockPickingLawyer YouTube video titles are	r=0.93	8yrs	320
Bachelor's degrees awarded in Communications technologies	r=0.93	10yrs	318
Popularity of the first name Alexandra	r=0.91	20yrs	311
The number of movies Ian Holm appeared in	r=0.89	12yrs	309
Liquefied petroleum gas used in Lithuania	r=0.89	20yrs	308
Popularity of the first name Ian	r=0.91	20yrs	301
Jet fuel used in Sierra Leone	r=0.89	19yrs	297
Popularity of the first name Paul	r=0.91	20yrs	291
Kerosene used in Norway	r=0.87	20yrs	285
Bachelor's degrees awarded in Theology and religious vocations	r=0.89	10yrs	282
Bachelor's degrees awarded in Visual and performing arts	r=0.89	10yrs	282
Popularity of the first name Catherine	r=0.91	20yrs	281
Total length of LEMMiNO YouTube videos	r=0.85	11yrs	280
Kerosene used globally	r=0.87	19yrs	274
Popularity of the 'whip nae nae' meme	r=0.9	8yrs	272
Popularity of the first name Frank	r=0.91	20yrs	271
Gasoline pumped in Finland	r=0.86	20yrs	264
Popularity of the first name Gary	r=0.91	20yrs	261
Gasoline pumped in Japan	r=0.86	20yrs	254
Popularity of the first name Mathew	r=0.91	20yrs	251
Culinary Associates degrees awarded	r=0.88	11yrs	250
Gasoline pumped in Norway	r=0.86	20yrs	244
Popularity of the first name Kaley	r=0.91	20yrs	241
Arson in United States	r=0.85	20yrs	236
Kerosene used in Tunisia	r=0.87	19yrs	234
Ice cream consumption	r=0.84	19yrs	234
Robberies in Pennsylvania	r=0.84	20yrs	234
Air pollution in Pittsburgh	r=0.84	20yrs	233
Popularity of the first name Clarence	r=0.91	20yrs	231
The distance between Neptune and the Sun	r=0.85	20yrs	230
The distance between Neptune and Earth	r=0.85	20yrs	230
The distance between Neptune and the moon	r=0.85	20yrs	230
Air pollution in Harrisburg, Pennsylvania	r=0.84	20yrs	230
US household spending on books	r=0.84	20yrs	227
Kerosene used in United States	r=0.86	20yrs	224
Popularity of the first name Lissette	r=0.91	20yrs	221
Kerosene used in Bangladesh	r=0.86	19yrs	212
Popularity of the first name Chastity	r=0.91	20yrs	211
Popularity of the first name Shelton	r=0.91	20yrs	201
Air pollution in Philadelphia, Pennsylvania	r=0.84	20yrs	200
US birth rates of triplets or more	r=0.82	19yrs	200
xkcd comics published about existentialism	r=0.85	16yrs	200
Google searches for 'oprah winfrey'	r=0.85	19yrs	199
NASA's budget as a percentage of the total US Federal Budget	r=0.81	20yrs	198
Viewership count for Days of Our Lives	r=0.81	19yrs	196
GMO use in cotton	r=0.81	20yrs	196
Carjackings in the US	r=0.79	19yrs	196
US production of cottage cheese	r=0.83	19yrs	194
Popularity of the first name Anna	r=0.9	20yrs	190
Air pollution in St. Marys, Pennsylvania	r=0.84	20yrs	190
Google searches for 'learn spanish'	r=0.84	19yrs	188
Wind power generated in Samoa	r=0.93	8yrs	185
US dairy skim solids used to produce cottage cheese	r=0.84	19yrs	184
Popularity of the first name Lindsay	r=0.9	20yrs	180
Air pollution in State College, Pennsylvania	r=0.84	20yrs	180
US average milk-fat content of frozen dairy products	r=0.84	19yrs	173
Robberies in the US	r=0.82	20yrs	172
Air pollution in State College, Pennsylvania	r=0.82	20yrs	167
The distance between Neptune and Mercury	r=0.81	20yrs	164
US average milk-fat content of cottage cheese	r=0.84	19yrs	163
Google searches for 'matt parker'	r=0.83	19yrs	146
Burglary rates in the US	r=0.78	20yrs	146
Google searches for 'black holes'	r=0.83	19yrs	136
Milk consumption	r=0.8	19yrs	129
Air pollution in Allentown	r=0.8	20yrs	127
Air pollution in Allentown	r=0.8	20yrs	117
Sherbet consumption	r=0.79	19yrs	116
Air pollution in Pittsburgh	r=0.8	20yrs	107
Air pollution in Scranton, Pennsylvania	r=0.81	20yrs	96
Biomass power generated in Kenya	r=0.85	19yrs	89
Air pollution in Philadelphia, Pennsylvania	r=0.8	20yrs	84
Liquefied petroleum gas used in Australia	r=0.84	20yrs	76
Kerosene used in Bhutan	r=0.85	19yrs	66
Petroluem consumption in France	r=0.84	20yrs	56
Petroluem consumption in Guam	r=0.85	19yrs	46
Liquefied petroleum gas used in Norway	r=0.84	20yrs	36

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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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