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

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

Variable	Correlation	Years	Sys. Score
Bachelor's degrees awarded in Engineering	r=0.97	10yrs	404
Wind power generated in Somalia	r=0.98	10yrs	404
Electricity generation in Netherlands	r=0.94	19yrs	378
Bachelor's degrees awarded in Business	r=0.95	10yrs	372
Customer satisfaction with T-Mobile	r=0.92	17yrs	372
Solar power generated in Uruguay	r=0.96	10yrs	372
Total comments on OverSimplified YouTube videos	r=0.95	7yrs	352
Total views on LockPickingLawyer YouTube videos	r=0.95	8yrs	352
Hispanic cheese consumption	r=0.89	19yrs	346
Petroluem consumption in Benin	r=0.92	19yrs	342
American cheese consumption	r=0.86	19yrs	342
American-type cheese consumption	r=0.86	19yrs	342
Total employee count at Continental AG	r=0.88	20yrs	340
Bachelor's degrees awarded in Mathematics and statistics	r=0.94	10yrs	340
Number of public school students in 12th grade	r=0.87	20yrs	340
Popularity of the first name Kane	r=0.9	20yrs	340
Popularity of the first name Colt	r=0.9	20yrs	340
Annual US household spending on pets, toys, and hobbies	r=0.89	20yrs	340
Average length of minutephysics YouTube videos	r=0.9	12yrs	339
Economic output of Washington metro area	r=0.87	19yrs	336
Number of public school students in 11th grade	r=0.85	20yrs	336
Popularity of the first name Camila	r=0.88	20yrs	336
Annual US household spending on laundry and cleaning supplies	r=0.86	20yrs	335
Number of Registered Vehicles in the US	r=0.86	19yrs	334
Petroluem consumption in Sudan	r=0.92	19yrs	332
Petroluem consumption in Poland	r=0.91	20yrs	321
University Lecturer salaries in the US	r=0.9	13yrs	312
Solar power generated in Kuwait	r=0.96	9yrs	310
Italian-type cheese consumption	r=0.85	19yrs	310
Master's degrees awarded in information sciences	r=0.94	10yrs	310
Popularity of the first name Phoenix	r=0.87	20yrs	305
Gasoline pumped in Samoa	r=0.91	19yrs	300
Master's degrees awarded in Health professions and related programs	r=0.93	10yrs	298
Popularity of the first name Liana	r=0.87	20yrs	295
US production of sour cream	r=0.86	19yrs	294
Total likes of Simone Giertz's YouTube videos	r=0.93	9yrs	290
Liquefied petroleum gas used in Bhutan	r=0.9	19yrs	288
Instructor salaries in the US	r=0.87	13yrs	287
Associates degrees awarded in Philosophy and religious studies	r=0.91	11yrs	285
Popularity of the first name Lia	r=0.87	20yrs	285
US milk fat used to produce cheese (excluding cottage cheese)	r=0.86	19yrs	284
Liquefied petroleum gas used in Dominican Republic	r=0.9	19yrs	278
How professional-sounding MrBeast's YouTube video titles are	r=0.9	11yrs	278
Popularity of the first name Akeem	r=0.87	20yrs	275
US milk fat used to produce sour cream	r=0.86	19yrs	274
US production of cheese (other than cottage cheese)	r=0.85	19yrs	262
Popularity of the first name Santiago	r=0.85	20yrs	262
Master's degrees awarded in journalism	r=0.93	10yrs	258
Average number of comments on Mark Rober YouTube videos	r=0.89	12yrs	258
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.86	19yrs	252
Bachelor's degrees awarded in Engineering technologies	r=0.92	10yrs	247
Total likes of OverSimplified YouTube videos	r=0.94	7yrs	245
Renewable energy production in Cameroon	r=0.9	19yrs	242
US dairy skim solids used to produce sour cream	r=0.86	19yrs	242
Master's degrees awarded in Biological and biomedical sciences	r=0.92	10yrs	237
Automotive recalls issued by Keystone RV Company	r=0.85	20yrs	233
Average length of Casually Explained YouTube videos	r=0.92	8yrs	233
Geothermal power generated in Indonesia	r=0.9	19yrs	232
Natural cheese consumption	r=0.85	19yrs	232
US Tree Nut Consumption per Person	r=0.85	19yrs	228
Customer satisfaction with AT&T	r=0.85	18yrs	228
Annual US household spending on housekeeping supplies	r=0.84	20yrs	227
US household spending on pets, toys, and hobbies	r=0.84	20yrs	227
Bachelor's degrees awarded in Agriculture	r=0.91	10yrs	226
Becton, Dickinson and Company's stock price (BDX)	r=0.83	20yrs	226
Telkom Indonesia (Persero) Tbk PT's stock price (Persero)	r=0.83	20yrs	226
Annual US household spending on other household products	r=0.83	20yrs	226
Annual US household spending on property taxes	r=0.82	20yrs	224
Adidas Group's Global Net Sales	r=0.83	20yrs	222
US average milk-fat content of cheese (other than cottage cheese)	r=0.86	19yrs	221
Electricity generation in Australia	r=0.89	19yrs	220
Bachelor's degrees awarded in Health professions	r=0.91	10yrs	216
Renewable energy production in Brazil	r=0.89	19yrs	210
Master's degrees awarded in Mathematics and statistics	r=0.91	10yrs	206
Total views on Mark Rober YouTube videos	r=0.88	12yrs	206
Fossil fuel use in Solomon Islands	r=0.89	19yrs	200
Total comments on MrBeast's YouTube videos	r=0.88	11yrs	195
Associates degrees awarded in literature	r=0.9	11yrs	194
Electricity generation in Uganda	r=0.89	19yrs	190
Associates degrees awarded in Mathematics and statistics	r=0.9	11yrs	184
Total comments on Mark Rober YouTube videos	r=0.87	12yrs	184
Solar power generated in American Samoa	r=0.94	10yrs	178
Electricity generation in Cayman Islands	r=0.88	19yrs	168
Solar power generated in Haiti	r=0.94	10yrs	158
Solar power generated in Honduras	r=0.94	10yrs	148
Popularity of the first name Holden	r=0.84	20yrs	146
Bachelor's degrees awarded in biomedical sciences	r=0.9	10yrs	144
Popularity of the first name Kieran	r=0.84	20yrs	136
Bachelor's degrees awarded in Parks & Recreation	r=0.9	10yrs	134
Popularity of the first name Rowan	r=0.84	20yrs	126
Master's degrees awarded in Parks & Recreation	r=0.9	10yrs	124
Popularity of the first name Alia	r=0.84	20yrs	116
Mozzarella cheese consumption	r=0.84	19yrs	114
Associates degrees awarded in Fine and studio arts	r=0.89	11yrs	112
Popularity of the first name Camilla	r=0.84	20yrs	106
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.85	19yrs	94
Popularity of the first name Demi	r=0.83	20yrs	94
Popularity of the first name Leighton	r=0.83	20yrs	84
Popularity of the first name Amalia	r=0.83	20yrs	74
Popularity of the first name Axel	r=0.82	20yrs	62
Popularity of the first name Barrett	r=0.82	20yrs	52

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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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