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

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

Variable	Correlation	Years	Has img?
Average length of LEMMiNO YouTube videos	r=0.95	11yrs	No
Inflation in the US	r=0.82	20yrs	No

The number of civil engineers in Alabama also correlates with...

Variable	Correlation	Years	Sys. Score
Google searches for 'elon musk'	r=0.95	13yrs	373
Annual US household spending on pets, toys, and hobbies	r=0.91	20yrs	372
Popularity of the first name Shiloh	r=0.91	20yrs	371
Solar power generated in Chile	r=0.95	9yrs	369
Broadcom's stock price (AVGO)	r=0.93	13yrs	368
Activision Blizzard's stock price (ATVI)	r=0.93	13yrs	368
Verisk Analytics' stock price (VRSK)	r=0.93	13yrs	368
Paypal's Number of Active Registered User Accounts	r=0.92	13yrs	367
Bachelor's degrees awarded in Military technologies	r=0.93	10yrs	338
Master's degrees awarded in Multi/interdisciplinary studies	r=0.93	10yrs	338
Google searches for 'restaurant near me'	r=0.92	12yrs	338
Renewable energy production in Barbados	r=0.92	12yrs	338
Solar power generated in Barbados	r=0.92	12yrs	338
Charter Communications' stock price (CHTR)	r=0.93	13yrs	337
Google searches for 'whatsapp'	r=0.91	13yrs	337
Associates degrees awarded in literature	r=0.92	11yrs	336
Popularity of the first name Isaias	r=0.88	20yrs	336
Annual US household spending on property taxes	r=0.87	20yrs	336
Annual US household spending on cereals and bakery products	r=0.86	20yrs	335
Annual US household spending on bakery products	r=0.86	20yrs	335
Annual US household spending on dairy products	r=0.86	20yrs	335
Annual US household spending on housing	r=0.86	20yrs	335
Popularity of the first name Amari	r=0.86	20yrs	334
Annual US household spending on fish and seafood	r=0.85	20yrs	334
Annual US household spending on entertainment	r=0.85	20yrs	334
Average length of Computerphile YouTube videos	r=0.92	10yrs	320
Total length of Deep Look YouTube videos	r=0.91	9yrs	318
Solar power generated in Tunisia	r=0.92	12yrs	308
Searches for 'never gonna give you up'	r=0.85	17yrs	308
Popularity of the first name Santiago	r=0.85	20yrs	302
Dollar General's stock price (DG)	r=0.92	13yrs	297
Electricity generation in Cayman Islands	r=0.87	19yrs	297
Geothermal power generated in Guatemala	r=0.87	19yrs	287
Master's degrees awarded in Military technologies	r=0.92	10yrs	287
Public Service Enterprise Group's stock price (PEG)	r=0.85	20yrs	284
Total likes of Mark Rober YouTube videos	r=0.89	12yrs	278
Patents granted to Samsung Electronics	r=0.86	12yrs	277
Fossil fuel use in Cayman Islands	r=0.86	19yrs	276
Bachelor's degrees awarded in information sciences	r=0.91	10yrs	276
Patents granted to Dell	r=0.86	11yrs	276
Martin Marietta Materials' stock price (MLM)	r=0.85	20yrs	274
Master's degrees awarded in Parks & Recreation	r=0.91	10yrs	266
Petroluem consumption in Poland	r=0.86	20yrs	264
Liquefied petroleum gas used in South Korea	r=0.86	20yrs	254
Associates degrees awarded in Biological sciences	r=0.9	11yrs	254
How good LEMMiNO YouTube video titles are	r=0.89	11yrs	246
Liquefied petroleum gas used in Chile	r=0.85	20yrs	242
Average views of MrBeast's YouTube videos	r=0.89	11yrs	236
T-Mobile Us' stock price (TMUS)	r=0.88	15yrs	233
Ticket prices at North American movie theaters	r=0.83	20yrs	228
Average number of milk cows in the United States	r=0.82	20yrs	227
Annual US household spending on fruits and vegetables	r=0.84	20yrs	227
Annual US household spending on fresh vegetables	r=0.83	20yrs	226
How provocative MrBeast's YouTube video titles are	r=0.89	11yrs	226
Microsoft's Worldwide Earnings	r=0.82	20yrs	224
Biomass power generated in Serbia	r=0.92	10yrs	216
Master's degrees awarded in Mathematics and statistics	r=0.9	10yrs	214
How clickbait-y CGP Grey YouTube video titles are	r=0.87	12yrs	214
Solar power generated in Azerbaijan	r=0.92	9yrs	204
Associates degrees awarded in Psychology	r=0.89	11yrs	202
Average length of Mark Rober YouTube videos	r=0.85	12yrs	202
Solar power generated in Bosnia and Herzegovina	r=0.92	9yrs	194
Associates degrees awarded in Social sciences and history	r=0.89	11yrs	192
Average number of comments on MrBeast's YouTube videos	r=0.86	11yrs	192
Popularity of the first name Chaya	r=0.85	20yrs	187
Solar power generated in Dominican Republic	r=0.91	10yrs	184
Associates degrees awarded in Social sciences	r=0.89	11yrs	182
How cool MrBeast's YouTube video titles are	r=0.85	11yrs	180
Popularity of the first name Amira	r=0.85	20yrs	177
Annual US household spending on processed vegetables	r=0.83	20yrs	176
Solar power generated in Ghana	r=0.92	9yrs	174
Bachelor's degrees awarded in Business	r=0.89	10yrs	172
Annual US household spending on other household products	r=0.83	20yrs	171
Popularity of the first name Armani	r=0.84	20yrs	166
Solar power generated in Panama	r=0.91	10yrs	164
Annual US household spending on utilities	r=0.82	20yrs	164
Master's degrees awarded in Biological and biomedical sciences	r=0.88	10yrs	161
Popularity of the first name Ezequiel	r=0.84	20yrs	156
Solar power generated in Uruguay	r=0.9	10yrs	152
McDonald's stock price (MCD)	r=0.84	20yrs	152
Master's degrees awarded in information sciences	r=0.88	10yrs	151
Popularity of the first name Leilani	r=0.83	20yrs	144
Master's degrees awarded in Health professions and related programs	r=0.88	10yrs	141
BlackRock's stock price (BLK)	r=0.83	20yrs	136
Renewable energy production in Antigua and Barbuda	r=0.9	12yrs	134
Popularity of the first name Nico	r=0.83	20yrs	134
Associates degrees awarded in Science technologies	r=0.88	11yrs	130
Vulcan Materials Company's stock price (VMC)	r=0.83	20yrs	126
Solar power generated in Antigua and Barbuda	r=0.9	12yrs	124
Popularity of the first name Gianni	r=0.83	20yrs	124
Associates degrees awarded in History	r=0.88	11yrs	120
PepsiCo's stock price (PEP)	r=0.82	20yrs	114
Solar power generated in Yemen	r=0.89	12yrs	113
Popularity of the first name Ayla	r=0.82	20yrs	112
Associates degrees awarded in Fine and studio arts	r=0.88	11yrs	110
Popularity of the first name Ari	r=0.82	20yrs	102
Associates degrees awarded in gender studies	r=0.87	11yrs	99
Popularity of the first name Luciano	r=0.82	20yrs	92
Associates degrees awarded in Philosophy and religious studies	r=0.87	11yrs	89

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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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