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

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

Variable	Correlation	Years	Sys. Score
Solar power generated in Aruba	r=0.96	12yrs	404
Solar power generated in North Macedonia	r=0.96	11yrs	402
Google searches for 'best colleges'	r=0.94	19yrs	378
Solar power generated in Ecuador	r=0.95	17yrs	377
Popularity of the first name Annie	r=0.94	20yrs	376
Google searches for 'do i need to go to the doctor'	r=0.92	19yrs	374
Mondelez International's stock price (MDLZ)	r=0.92	20yrs	374
Regeneron Pharmaceuticals' stock price (REGN)	r=0.92	20yrs	374
Kroger's stock price (KR)	r=0.91	20yrs	374
Google searches for 'cold shower'	r=0.91	19yrs	373
Popularity of the first name Forrest	r=0.91	20yrs	371
Popularity of the first name Rory	r=0.91	20yrs	371
Geothermal power generated in Germany	r=0.94	18yrs	346
Popularity of the 'this is fine' meme	r=0.9	17yrs	346
The number of Breweries in the United States	r=0.87	20yrs	344
Automotive recalls issued by Ford Motor Company	r=0.89	20yrs	344
Popularity of the 'red pill blue pill' meme	r=0.89	17yrs	344
Google searches for 'ice bath'	r=0.91	19yrs	343
Extra Space Storage's stock price (EXR)	r=0.92	18yrs	342
Cost to send a letter via the USPS	r=0.89	17yrs	342
Popularity of the first name Maxine	r=0.91	20yrs	341
Automotive recalls issued by Volkswagen Group of America	r=0.87	20yrs	341
Automotive recalls issued by Hyundai Motor America	r=0.87	20yrs	341
Customer satisfaction with Delta Airlines	r=0.89	19yrs	340
Annual Revenue of Walt Disney Company	r=0.86	20yrs	338
Annual Revenue of the Lego Group	r=0.88	20yrs	338
Revenue of US Broadcasting Industry	r=0.9	17yrs	338
Global annual electricity generation	r=0.88	18yrs	336
Associates degrees awarded in Parks & Recreation	r=0.92	11yrs	336
Customer satisfaction with American Airlines	r=0.86	19yrs	336
Annual US household spending on meats, poultry, fish, and eggs	r=0.87	20yrs	336
Annual US household spending on poultry	r=0.87	20yrs	336
US Wind Power Generation Capacity	r=0.86	20yrs	335
Global Net Sales for Walmart	r=0.88	17yrs	335
Automotive recalls for issues with the Electrical System	r=0.86	20yrs	335
Annual US household spending on healthcare	r=0.86	20yrs	335
Annual US household spending on health insurance	r=0.86	20yrs	335
Solar power generated in Kiribati	r=0.93	17yrs	334
Amazon's shipping revenue in millions of dollars	r=0.93	11yrs	334
O'Reilly Automotive's stock price (ORLY)	r=0.9	20yrs	331
Google searches for 'how to learn python'	r=0.91	16yrs	330
Popularity of the first name Emerald	r=0.9	20yrs	330
Gasoline pumped in Nauru	r=0.94	19yrs	324
AutoZone's stock price (AZO)	r=0.9	20yrs	321
Google searches for 'reddit'	r=0.92	15yrs	320
Renewable energy production in Benin	r=0.91	19yrs	313
Ulta Beauty's stock price (ULTA)	r=0.92	15yrs	309
Solar power generated in Ethiopia	r=0.92	14yrs	300
Discover Financial Services' stock price (DFS)	r=0.9	15yrs	296
Gasoline pumped in Thailand	r=0.91	19yrs	290
Popularity of the first name Frances	r=0.9	20yrs	290
Google searches for 'how to move to europe'	r=0.89	19yrs	286
Popularity of the first name Loretta	r=0.9	20yrs	280
Solar power generated in Madagascar	r=0.93	12yrs	279
Google searches for 'how to go to space'	r=0.9	19yrs	272
Solar power generated in Guinea	r=0.92	13yrs	268
Popularity of the first name Wesley	r=0.89	20yrs	268
Dollar Tree's stock price (DLTR)	r=0.88	20yrs	261
Google searches for 'when is new years'	r=0.89	19yrs	260
Popularity of the first name Beau	r=0.89	20yrs	258
Google searches for 'spurious correlations'	r=0.89	19yrs	250
The Walt Disney Company's stock price (DIS)	r=0.86	20yrs	250
Popularity of the first name Blair	r=0.89	20yrs	248
The TJX Companies' stock price (TJX)	r=0.89	20yrs	240
Google searches for 'how to immigrate to canada'	r=0.85	19yrs	238
Popularity of the first name Lewis	r=0.89	20yrs	238
Hydopower energy generated in Equatorial Guinea	r=0.9	19yrs	232
PPG Industries' stock price (PPG)	r=0.89	20yrs	230
Popularity of the first name August	r=0.89	20yrs	228
Google searches for 'smol'	r=0.87	19yrs	227
Hydopower energy generated in Uganda	r=0.9	19yrs	222
Novo Nordisk's stock price (NVO)	r=0.88	20yrs	218
Popularity of the first name Xena	r=0.89	20yrs	218
Google searches for 'tummy ache'	r=0.86	19yrs	216
Solar power generated in Canada	r=0.89	19yrs	210
Lockheed Martin's stock price (LMT)	r=0.86	20yrs	208
Popularity of the first name Celine	r=0.89	20yrs	208
Google searches for 'tetanus'	r=0.86	19yrs	206
Geothermal power generated in Kenya	r=0.89	19yrs	200
Automatic Data Processing's stock price (ADP)	r=0.88	20yrs	198
Popularity of the first name Storm	r=0.89	20yrs	198
Google searches for 'i am dizzy'	r=0.86	19yrs	196
Wind power generated in Philippines	r=0.9	17yrs	190
Marsh & McLennan Companies' stock price (MMC)	r=0.88	20yrs	188
Popularity of the first name Ivory	r=0.89	20yrs	188
Google searches for 'buy a house'	r=0.86	19yrs	186
Hydopower energy generated in Rwanda	r=0.89	19yrs	180
Gartner's stock price (IT)	r=0.88	20yrs	178
Popularity of the first name Ira	r=0.89	20yrs	178
Google searches for 'what is the FDIC'	r=0.86	19yrs	176
Solar power generated in United Kingdom	r=0.89	19yrs	170
Alnylam Pharmaceuticals' stock price (ALNY)	r=0.89	18yrs	168
Popularity of the first name Clyde	r=0.89	20yrs	168
Google searches for 'i have a headache'	r=0.86	19yrs	166
Wind power generated in Croatia	r=0.89	18yrs	159
Tractor Supply Company's stock price (TSCO)	r=0.88	20yrs	158
Popularity of the first name Rosie	r=0.89	20yrs	158
Google searches for 'highest paying jobs'	r=0.85	19yrs	154
Wind power generated in Lithuania	r=0.89	18yrs	149
DTE Energy Company's stock price (DTE)	r=0.88	20yrs	148
Popularity of the first name Theodore	r=0.88	20yrs	146

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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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