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

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

Variable	Correlation	Years	Sys. Score
Average number of comments on Mark Rober YouTube videos	r=0.97	12yrs	410
Solar power generated in Costa Rica	r=0.97	11yrs	404
Solar power generated in Lebanon	r=0.96	12yrs	404
Associates degrees awarded in Mathematics and statistics	r=0.96	11yrs	402
Associates degrees awarded in Fine and studio arts	r=0.96	11yrs	402
Geothermal power generated in France	r=0.96	11yrs	402
Associates degrees awarded in History	r=0.95	11yrs	401
The number of Breweries in the United States	r=0.9	20yrs	378
American cheese consumption	r=0.9	19yrs	378
American-type cheese consumption	r=0.9	19yrs	378
Google searches for 'dollar store near me'	r=0.93	19yrs	376
The average number of likes on Mark Rober YouTube videos	r=0.94	12yrs	375
The average number of likes on Simone Giertz's YouTube videos	r=0.96	9yrs	375
Google searches for 'sushi near me'	r=0.91	19yrs	373
Google searches for 'avocado toast'	r=0.93	15yrs	372
Popularity of the first name Amara	r=0.92	20yrs	372
Popularity of the first name Zena	r=0.92	20yrs	372
Popularity of the first name Emilia	r=0.91	20yrs	371
Patents granted to Boeing	r=0.94	12yrs	369
Fossil fuel use in Burundi	r=0.93	19yrs	346
Popularity of the 'this is fine' meme	r=0.9	17yrs	346
Gender pay gap in the U.S.	r=0.9	19yrs	343
Google searches for '3Blue1Brown'	r=0.92	16yrs	342
Total length of The Game Theorists YouTube videos	r=0.91	14yrs	342
Automotive recalls issued by Mercedes-Benz USA	r=0.88	20yrs	342
Popularity of the first name Reina	r=0.91	20yrs	341
US Bottled Water Consumption per Person	r=0.86	20yrs	341
Boeing's stock price (BA)	r=0.89	20yrs	341
Lockheed Martin's stock price (LMT)	r=0.88	20yrs	341
Becton, Dickinson and Company's stock price (BDX)	r=0.9	20yrs	341
Popularity of the 'we live in a society' meme	r=0.87	17yrs	341
Cost to send a letter via the USPS	r=0.87	17yrs	340
Hispanic cheese consumption	r=0.85	19yrs	340
Annual US household spending on housekeeping supplies	r=0.89	20yrs	340
Annual US household spending on other household products	r=0.89	20yrs	340
Median US Household Income	r=0.89	19yrs	338
Total NBA League Revenue	r=0.88	20yrs	338
Automotive recalls issued by BMW of North America	r=0.85	20yrs	338
US per-person consumption of bottled water	r=0.87	20yrs	336
Renewable energy production in Burkina Faso	r=0.92	19yrs	334
Popularity of the first name Maverick	r=0.91	20yrs	331
Google searches for 'instagram'	r=0.93	12yrs	329
Renewable energy production in Cook Islands	r=0.92	19yrs	324
Popularity of the first name Wade	r=0.9	20yrs	320
Solar power generated in Cook Islands	r=0.92	19yrs	314
Bachelor's degrees awarded in Engineering	r=0.95	10yrs	312
Popularity of the first name Amalia	r=0.9	20yrs	310
Fidelity National Information Services' stock price (FIS)	r=0.89	20yrs	310
Solar power generated in Rwanda	r=0.94	15yrs	304
Bachelor's degrees awarded in Mathematics and statistics	r=0.95	10yrs	302
Total views on Mark Rober YouTube videos	r=0.92	12yrs	302
HDFC Bank's stock price (HDB)	r=0.88	20yrs	298
Electricity generation in Burundi	r=0.91	19yrs	293
Total likes of Mark Rober YouTube videos	r=0.92	12yrs	292
Associates degrees awarded in literature	r=0.94	11yrs	290
Google searches for 'no cap'	r=0.88	19yrs	288
Verizon Communications' stock price (VZ)	r=0.88	20yrs	288
Electricity generation in Cambodia	r=0.91	19yrs	283
How professional-sounding MrBeast's YouTube video titles are	r=0.93	11yrs	282
Associates degrees awarded in linguistics	r=0.94	11yrs	280
Google searches for 'restaurant near me'	r=0.92	12yrs	278
Cigna's stock price (CI)	r=0.88	20yrs	278
Biomass power generated in Cambodia	r=0.91	19yrs	273
Total likes of The Game Theorists YouTube videos	r=0.9	14yrs	271
Associates degrees awarded in Physical sciences	r=0.94	11yrs	270
Popularity of the first name Demi	r=0.9	20yrs	270
Google searches for 'smol'	r=0.87	19yrs	267
Nuclear power generation in China	r=0.91	19yrs	263
Total comments on MrBeast's YouTube videos	r=0.92	11yrs	261
Associates degrees awarded in Physical sciences	r=0.94	11yrs	260
Popularity of the first name Rhett	r=0.9	20yrs	260
Google searches for 'tetanus'	r=0.86	19yrs	256
Hydopower energy generated in Ecuador	r=0.91	19yrs	253
Associates degrees awarded in Social sciences and history	r=0.94	11yrs	250
Popularity of the first name Winter	r=0.9	20yrs	250
Fossil fuel use in Eritrea	r=0.91	19yrs	243
Associates degrees awarded in Music and dance	r=0.94	11yrs	240
Popularity of the first name Lorenzo	r=0.89	20yrs	238
Biomass power generated in Japan	r=0.91	19yrs	233
Master's degrees awarded in Health professions and related programs	r=0.94	10yrs	230
Popularity of the first name Eliza	r=0.89	20yrs	228
Wind power generated in Luxembourg	r=0.91	19yrs	223
Master's degrees awarded in Mathematics and statistics	r=0.94	10yrs	220
Popularity of the first name Aspen	r=0.89	20yrs	218
Solar power generated in Peru	r=0.91	19yrs	213
Popularity of the first name Ezekiel	r=0.89	20yrs	208
Associates degrees awarded in Communication	r=0.93	11yrs	208
Geothermal power generated in Turkiye	r=0.91	19yrs	203
Popularity of the first name Kane	r=0.89	20yrs	198
Associates degrees awarded in Philosophy and religious studies	r=0.93	11yrs	198
Electricity generation in Uganda	r=0.91	19yrs	193
Popularity of the first name Rowan	r=0.89	20yrs	188
Associates degrees awarded in Social sciences	r=0.93	11yrs	188
Hydopower energy generated in Uganda	r=0.91	19yrs	183
Popularity of the first name Barrett	r=0.89	20yrs	178
Bachelor's degrees awarded in Agriculture	r=0.93	10yrs	178
Popularity of the first name Jolene	r=0.89	20yrs	168
Bachelor's degrees awarded in Engineering technologies	r=0.93	10yrs	168
Popularity of the first name Ada	r=0.89	20yrs	158
Associates degrees awarded in Engineering	r=0.92	11yrs	156
Popularity of the first name Remy	r=0.89	20yrs	148

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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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