Top variables that correlate with The number of civil engineers in Pennsylvania

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Data source: Bureau of Larbor Statistics
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The number of civil engineers in Pennsylvania correlates with...

Variable	Correlation	Years	Sys. Score
Organic Food Sales Volume in the United States	r=0.98	10yrs	400
Biomass power generated in Austria	r=0.95	19yrs	379
Hollister retail store count worldwide	r=0.95	20yrs	378
Popularity of the first name Eva	r=0.95	20yrs	377
Popularity of the first name Serenity	r=0.95	20yrs	377
Popularity of the first name Lyric	r=0.93	20yrs	374
Fossil fuel use in Saint Lucia	r=0.92	19yrs	374
Electricity generation in British Virgin Islands	r=0.91	19yrs	373
Customer satisfaction with Kroger	r=0.9	18yrs	370
Global sales revenue of elevators and escalators	r=0.96	7yrs	348
Popularity of the first name Anderson	r=0.93	20yrs	344
Global revenue from elevator and escalator sales	r=0.96	7yrs	344
Yogurt consumption	r=0.88	19yrs	344
Bulk and canned skim evaporated and condensed milk consumption	r=0.88	19yrs	344
Fossil fuel use in British Virgin Islands	r=0.91	19yrs	343
The price of gold	r=0.93	12yrs	342
GMO use in corn	r=0.87	20yrs	342
Occidental Petroleum's stock price (OXY)	r=0.9	20yrs	341
Super Bowl TV viewership	r=0.86	20yrs	340
Total number of live births in Australia	r=0.88	20yrs	338
Google searches for 'how to delete browsing history'	r=0.88	19yrs	338
Google searches for 'download ringtones'	r=0.9	16yrs	338
US production of evaporated and condensed milk	r=0.88	19yrs	337
Annual count of part-time employees in the United States	r=0.87	20yrs	336
Customer satisfaction with Nordstrom	r=0.87	18yrs	336
Google searches for 'movie theater showtimes'	r=0.85	19yrs	334
Electricity generation in Saint Lucia	r=0.91	19yrs	333
Popularity of the first name Elijah	r=0.92	20yrs	332
Petroluem consumption in Ecuador	r=0.93	19yrs	323
Popularity of the first name Eli	r=0.91	20yrs	321
Number of Las Vegas Hotel Room Check-Ins	r=0.9	11yrs	315
Master's degrees awarded in Architecture	r=0.9	10yrs	314
Biomass power generated in Belgium	r=0.9	19yrs	312
London Gold Prices	r=0.93	10yrs	312
Popularity of the first name Kolton	r=0.91	20yrs	311
Number of articles Matt Levine published on Bloomberg on Fridays	r=0.9	9yrs	310
Portion of all US dairy skim-solids allocated to the production of sour cream	r=0.88	19yrs	304
Kerosene used in British Virgin Islands	r=0.92	19yrs	302
Popularity of the first name Genesis	r=0.9	20yrs	300
Total viewership of the Aviva Premiership Rugby final	r=0.89	12yrs	298
Popularity of the first name Presley	r=0.9	20yrs	290
Jet fuel used in Cabo Verde	r=0.91	19yrs	290
Portion of all US dairy skim-solids allocated to the production of yogurt, nonfrozen	r=0.85	19yrs	290
Master's degrees awarded in Visual and performing arts	r=0.89	10yrs	282
Jet fuel used in Timor-Leste	r=0.91	19yrs	280
How good LockPickingLawyer YouTube video titles are	r=0.9	8yrs	270
Gasoline pumped in Azerbaijan	r=0.9	19yrs	268
How cool LockPickingLawyer YouTube video titles are	r=0.87	8yrs	266
Master's degrees awarded in gender studies	r=0.87	10yrs	264
Liquefied petroleum gas used in Thailand	r=0.9	19yrs	258
Number of Public Library Members in the UK	r=0.9	12yrs	254
Popularity of the first name Colton	r=0.9	20yrs	250
Number of internet users	r=0.86	14yrs	247
Popularity of the first name Zoey	r=0.9	20yrs	240
GMO use in soybeans	r=0.84	20yrs	233
GMO use in soybeans	r=0.84	20yrs	233
Exxon Mobil's stock price (XOM)	r=0.84	20yrs	233
Popularity of the first name Micah	r=0.89	20yrs	228
Popularity of the first name Aubrey	r=0.89	20yrs	218
Renewable energy production in Belize	r=0.88	19yrs	218
Popularity of the first name Carter	r=0.89	20yrs	208
Biomass power generated in Sweden	r=0.88	19yrs	208
Popularity of the first name Alayna	r=0.89	20yrs	198
Petroluem consumption in Congo-Brazzaville	r=0.9	19yrs	198
Customer satisfaction with Costco	r=0.84	18yrs	196
British American Tobacco p.l.c.'s stock price (BTI)	r=0.81	20yrs	192
Customer satisfaction with Apple	r=0.8	19yrs	192
US kids in public school	r=0.78	20yrs	191
Popularity of the first name Layla	r=0.89	20yrs	188
Petroluem consumption in Kyrgyzstan	r=0.9	19yrs	188
Cristiano Ronaldo's domestic league goal tally	r=0.79	19yrs	188
Disney movies released	r=-0.93	20yrs	182
US production of yogurt, nonfrozen	r=0.85	19yrs	178
Motor vehicle thefts	r=-0.9	20yrs	178
Motor vehicle thefts in Pennsylvania	r=-0.89	20yrs	178
Hydopower energy generated in Belize	r=0.87	19yrs	177
Popularity of the first name Avery	r=0.88	20yrs	176
Number of public school students in 9th grade	r=-0.86	20yrs	170
Divorce rates in the United Kingdom	r=-0.96	10yrs	168
Annual US household spending on floor coverings	r=-0.87	20yrs	168
Nuclear power generation in Romania	r=0.87	19yrs	167
Popularity of the first name Liliana	r=0.88	20yrs	166
Portion of all US dairy skim-solids allocated to the production of butter	r=0.84	19yrs	163
GMO use in cotton	r=0.79	20yrs	162
Google searches for 'facebook'	r=0.82	17yrs	162
Chevron's stock price (CVX)	r=0.8	20yrs	161
Petroluem consumption in Antigua and Barbuda	r=0.89	19yrs	157
Popularity of the first name Harmony	r=0.88	20yrs	156
Google searches for 'bing'	r=0.8	19yrs	152
Petroluem consumption in British Virgin Islands	r=0.89	19yrs	147
Popularity of the first name Branson	r=0.88	20yrs	146
Imperial Oil's stock price (IMO)	r=0.77	20yrs	146
Google searches for 'google'	r=0.8	19yrs	142
Banco Bradesco's stock price (BBD)	r=0.76	20yrs	135
UK Service Retail Price Index	r=0.84	16yrs	132
Google searches for 'how to make baby'	r=0.78	19yrs	128
US dairy skim solids used to produce evaporated and condensed milk	r=0.81	19yrs	120
US milk fat used to produce whey products (net)	r=0.79	19yrs	108
US imports of non-edible fishery product	r=0.8	17yrs	103
US average milk-fat content of yogurt, nonfrozen	r=0.78	19yrs	94
Blue cheese consumption	r=0.74	19yrs	68

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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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