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

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

Variable	Correlation	Years	Sys. Score
Activision Blizzard's stock price (ATVI)	r=0.94	13yrs	370
Gasoline pumped in Poland	r=0.89	20yrs	338
Google searches for 'restaurant near me'	r=0.91	12yrs	336
Vulcan Materials Company's stock price (VMC)	r=0.87	20yrs	336
Popularity of the first name Xiomara	r=0.87	20yrs	335
Popularity of the first name Dario	r=0.87	20yrs	335
Broadcom's stock price (AVGO)	r=0.9	13yrs	334
Annual US household spending on fish and seafood	r=0.85	20yrs	334
Popularity of the first name Ezequiel	r=0.85	20yrs	332
Master's degrees awarded in Parks & Recreation	r=0.9	10yrs	314
Solar power generated in Azerbaijan	r=0.92	9yrs	314
Solar power generated in Chile	r=0.9	9yrs	312
Electronic Arts' stock price (EA)	r=0.85	20yrs	304
Google searches for 'elon musk'	r=0.89	13yrs	304
Paypal's Number of Active Registered User Accounts	r=0.88	13yrs	301
Take-Two Interactive Software's stock price (TTWO)	r=0.85	20yrs	294
How cool MrBeast's YouTube video titles are	r=0.89	11yrs	286
Average length of LEMMiNO YouTube videos	r=0.87	11yrs	284
How clickbait-y CGP Grey YouTube video titles are	r=0.87	12yrs	284
Charter Communications' stock price (CHTR)	r=0.9	13yrs	282
Bachelor's degrees awarded in Business	r=0.87	10yrs	280
Master's degrees awarded in information sciences	r=0.87	10yrs	280
Google searches for 'whatsapp'	r=0.86	13yrs	280
Total likes of Mark Rober YouTube videos	r=0.86	12yrs	253
Associates degrees awarded in literature	r=0.87	11yrs	249
T-Mobile Us' stock price (TMUS)	r=0.88	15yrs	243
How provocative MrBeast's YouTube video titles are	r=0.86	11yrs	242
Associates degrees awarded in Biological sciences	r=0.85	11yrs	236
Solar power generated in Pakistan	r=0.88	12yrs	232
Automotive recalls issued by Volkswagen Group of America	r=0.83	20yrs	230
Internet Access Rate among US Citizens	r=0.83	20yrs	226
Annual US household spending on household furnishings and equipment	r=0.83	20yrs	226
Annual US household spending on entertainment	r=0.82	20yrs	224
Verisk Analytics' stock price (VRSK)	r=0.88	13yrs	221
Solar power generated in Honduras	r=0.88	10yrs	220
Total length of Deep Look YouTube videos	r=0.88	9yrs	218
Bachelor's degrees awarded in Military technologies	r=0.85	10yrs	212
Solar power generated in Yemen	r=0.87	12yrs	210
Average length of Computerphile YouTube videos	r=0.85	10yrs	204
Sales of LP/Vinyl Albums	r=0.81	20yrs	202
Cheddar cheese consumption	r=0.81	19yrs	199
Renewable energy production in Antigua and Barbuda	r=0.86	12yrs	198
Popularity of the first name Octavia	r=0.85	20yrs	197
Liquefied petroleum gas used in New Zealand	r=0.83	20yrs	194
Google's Net Income	r=0.81	19yrs	192
Automotive recalls issued by Mercedes-Benz USA	r=0.78	20yrs	192
Google's Annual Global Revenue	r=0.8	20yrs	191
Google's Advertising Revenue	r=0.79	20yrs	190
Google's annual advertising revenue	r=0.79	20yrs	190
Number of highschoolers in the US	r=0.77	20yrs	190
Solar power generated in Antigua and Barbuda	r=0.86	12yrs	188
Popularity of the first name Kodi	r=0.84	20yrs	186
Petroluem consumption in Slovakia	r=0.83	20yrs	184
Renewable energy production in Barbados	r=0.86	12yrs	178
Popularity of the first name Sage	r=0.83	20yrs	174
Solar power generated in Barbados	r=0.86	12yrs	168
Popularity of the first name Houston	r=0.83	20yrs	164
Netflix's stock price (NFLX)	r=0.84	20yrs	162
Google searches for 'sushi near me'	r=0.8	19yrs	162
Annual US household spending on home maintenance	r=0.81	20yrs	162
Solar power generated in Haiti	r=0.87	10yrs	158
Popularity of the first name Stevie	r=0.82	20yrs	152
Annual US household spending on major appliances	r=0.81	20yrs	152
Google searches for 'who is elon musk'	r=0.79	18yrs	149
Solar power generated in Tunisia	r=0.86	12yrs	148
Popularity of the first name Sonny	r=0.82	20yrs	142
Annual US household spending on furniture	r=0.8	20yrs	141
Amazon.com's stock price (AMZN)	r=0.83	20yrs	138
Google searches for 'Mr. Beast'	r=0.78	19yrs	138
Popularity of the first name Zaire	r=0.82	20yrs	132
Annual US household spending on bakery products	r=0.78	20yrs	128
NetEase's stock price (NTES)	r=0.85	20yrs	127
Annual US household spending on housing	r=0.78	20yrs	118
Align Technology's stock price (ALGN)	r=0.84	20yrs	117
Solar power generated in Croatia	r=0.87	10yrs	113
Adobe's stock price (ADBE)	r=0.83	20yrs	106
Annual US household spending on food	r=0.77	20yrs	106
Solar power generated in Bosnia and Herzegovina	r=0.87	9yrs	102
Autodesk's stock price (ADSK)	r=0.83	20yrs	96
Annual US household spending on meats, poultry, fish, and eggs	r=0.77	20yrs	96
Solar power generated in Uruguay	r=0.86	10yrs	92
Popularity of the first name Amari	r=0.81	20yrs	91
Dollar General's stock price (DG)	r=0.87	13yrs	90
Martin Marietta Materials' stock price (MLM)	r=0.83	20yrs	86
Popularity of the first name Shay	r=0.81	20yrs	81
Nasdaq's stock price (NDAQ)	r=0.83	20yrs	76
Popularity of the first name Maia	r=0.81	20yrs	71
Taiwan Semiconductor Manufacturing Company's stock price (TSM)	r=0.82	20yrs	64
Popularity of the first name Leilani	r=0.81	20yrs	61
Renewable energy production in Burkina Faso	r=0.83	19yrs	56
Texas Instruments' stock price (TXN)	r=0.82	20yrs	54
Popularity of the first name Joan	r=0.81	20yrs	51
The Progressive Corporation's stock price (PGR)	r=0.82	20yrs	44
Popularity of the first name Maeve	r=0.81	20yrs	41
Popularity of the first name Teddy	r=0.81	20yrs	31
Popularity of the first name Ruth	r=0.8	20yrs	20
Petroluem consumption in Hungary	r=0.81	20yrs	11
Popularity of the first name Emilio	r=0.79	20yrs	8
Biomass power generated in South Korea	r=0.79	19yrs	0
Popularity of the first name Iris	r=0.79	20yrs	-2

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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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