Top variables that correlate with The number of civil engineers in District of Columbia

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

Variable	Correlation	Years	Sys. Score
Gartner's stock price (IT)	r=0.91	20yrs	372
Annual US household spending on transportation	r=0.91	20yrs	372
Google searches for 'how to move to europe'	r=0.86	19yrs	342
Costco Wholesale's stock price (COST)	r=0.88	20yrs	342
The average number of likes on MrBeast's YouTube videos	r=0.93	11yrs	342
AutoZone's stock price (AZO)	r=0.9	20yrs	341
Google searches for 'ice bath'	r=0.89	19yrs	340
Popularity of the first name Lina	r=0.89	20yrs	338
Google searches for 'cold shower'	r=0.87	19yrs	337
Fossil fuel use in Morocco	r=0.87	19yrs	337
Annual Revenue of Walt Disney Company	r=0.85	20yrs	336
Petroluem consumption in Mongolia	r=0.88	19yrs	336
Microsoft's Worldwide Earnings	r=0.86	20yrs	335
Global Puma Sales	r=0.88	17yrs	335
Popularity of the first name Josie	r=0.87	20yrs	335
Popularity of the first name Walker	r=0.87	20yrs	335
Annual US household spending on bakery products	r=0.86	20yrs	335
Annual US household spending on medical services	r=0.86	20yrs	335
Gasoline pumped in Mongolia	r=0.85	19yrs	331
Average length of SciShow Space YouTube videos	r=0.95	9yrs	324
McDonald's stock price (MCD)	r=0.86	20yrs	310
Google searches for 'when is new years'	r=0.87	19yrs	307
Average length of SmarterEveryDay YouTube videos	r=0.86	16yrs	307
Popularity of the first name Kodi	r=0.87	20yrs	305
Annual US household spending on medical supplies	r=0.86	20yrs	305
Liquefied petroleum gas used in Niger	r=0.85	19yrs	301
Accenture's stock price (ACN)	r=0.89	20yrs	300
Google searches for 'best colleges'	r=0.86	19yrs	296
Popularity of the first name Tatum	r=0.86	20yrs	294
Intuit's stock price (INTU)	r=0.89	20yrs	290
Popularity of the first name Sunny	r=0.86	20yrs	284
Fastenal Company's stock price (FAST)	r=0.89	20yrs	280
Popularity of the first name Eliseo	r=0.86	20yrs	274
Alphabet's stock price (GOOGL)	r=0.88	18yrs	269
Popularity of the first name Myles	r=0.85	20yrs	262
Microsoft's stock price (MSFT)	r=0.86	20yrs	258
Average views of MrBeast's YouTube videos	r=0.89	11yrs	256
Google searches for 'no siri'	r=0.87	16yrs	254
Popularity of the first name Chaim	r=0.85	20yrs	252
UnitedHealth Group's stock price (UNH)	r=0.88	20yrs	248
Wind power generated in Nepal	r=0.91	8yrs	247
Popularity of the first name Maeve	r=0.85	20yrs	242
Google searches for 'how to learn python'	r=0.86	16yrs	242
Intuitive Surgical's stock price (ISRG)	r=0.88	20yrs	238
Popularity of the first name Teddy	r=0.85	20yrs	232
Automotive recalls issued by Ford Motor Company	r=0.83	20yrs	230
Elevance Health's stock price (ELV)	r=0.88	20yrs	228
Google's Advertising Revenue	r=0.84	20yrs	227
Google's annual advertising revenue	r=0.84	20yrs	227
Google's Annual Global Revenue	r=0.84	20yrs	227
Total length of SciShow Space YouTube videos	r=0.87	9yrs	226
Inflation in the US	r=0.82	20yrs	224
US Wind Power Generation Capacity	r=0.82	20yrs	224
Total NBA League Revenue	r=0.82	20yrs	224
Automatic Data Processing's stock price (ADP)	r=0.88	20yrs	218
Eaton Corporation's stock price (ETN)	r=0.88	20yrs	208
Sales of LP/Vinyl Albums	r=0.81	20yrs	202
Butter consumption	r=0.81	19yrs	199
The Sherwin-Williams Company's stock price (SHW)	r=0.87	20yrs	198
O'Reilly Automotive's stock price (ORLY)	r=0.88	20yrs	188
Annual US household spending on meats, poultry, fish, and eggs	r=0.85	20yrs	188
Biomass power generated in Luxembourg	r=0.84	19yrs	188
The Estée Lauder Companies' stock price (EL)	r=0.88	20yrs	178
Annual US household spending on cereals and bakery products	r=0.84	20yrs	177
Arthur J. Gallagher & Co.'s stock price (AJG)	r=0.88	20yrs	168
Annual US household spending on home maintenance	r=0.84	20yrs	167
Renewable energy production in Burundi	r=0.83	19yrs	166
Republic Services' stock price (RSG)	r=0.88	20yrs	158
Google searches for 'tetanus'	r=0.84	19yrs	158
Annual US household spending on maintenance and repairs	r=0.84	20yrs	157
Gasoline pumped in Burundi	r=0.85	19yrs	156
Edwards Lifesciences' stock price (EW)	r=0.88	20yrs	148
Google searches for 'do i need to go to the doctor'	r=0.84	19yrs	148
Annual US household spending on food	r=0.83	20yrs	146
Jet fuel used in Cambodia	r=0.85	19yrs	146
Google searches for 'how to go to space'	r=0.83	19yrs	136
Annual US household spending on eggs	r=0.83	20yrs	136
Petroluem consumption in Guyana	r=0.85	19yrs	136
Annual US household spending on fruits and vegetables	r=0.83	20yrs	126
Petroluem consumption in Burundi	r=0.84	19yrs	124
Popularity of the first name Sonny	r=0.85	20yrs	117
Annual US household spending on fresh vegetables	r=0.83	20yrs	116
The number of Breweries in the United States	r=0.78	20yrs	116
Liquefied petroleum gas used in Angola	r=0.83	19yrs	113
Popularity of the first name Arthur	r=0.84	20yrs	106
Annual US household spending on pork	r=0.82	20yrs	104
Popularity of the first name Emilio	r=0.84	20yrs	96
Google searches for 'that is sus'	r=0.83	19yrs	96
Popularity of the first name Ayla	r=0.84	20yrs	86
Google searches for 'i am dizzy'	r=0.83	19yrs	86
Popularity of the first name Astrid	r=0.84	20yrs	76
Google searches for 'who is elon musk'	r=0.84	18yrs	76
Electricity generation in Burundi	r=0.83	19yrs	76
Popularity of the first name Maxine	r=0.84	20yrs	66
Hydopower energy generated in Burundi	r=0.83	19yrs	66
Popularity of the first name Niko	r=0.84	20yrs	56
Fossil fuel use in Mali	r=0.83	19yrs	56
Electricity generation in Nepal	r=0.83	19yrs	46
Popularity of the first name Ruth	r=0.83	20yrs	44
Hydopower energy generated in Nepal	r=0.83	19yrs	36
Popularity of the first name Leon	r=0.83	20yrs	34

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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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