Top variables that correlate with The number of plumbers in Virginia

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

Variable	Correlation	Years	Has img?
Instructor salaries in the US	r=0.94	13yrs	No

The number of plumbers in Virginia also correlates with...

Variable	Correlation	Years	Sys. Score
Global iPod Sales	r=0.94	9yrs	318
Bachelor's degrees awarded in Engineering	r=0.9	10yrs	314
Wind power generated in Panama	r=0.92	9yrs	314
Wind power generated in Slovenia	r=0.9	9yrs	312
Annual book sales in the US	r=0.91	10yrs	311
Google searches for 'Nintendo'	r=0.86	15yrs	302
Bachelor's degrees awarded in Business	r=0.88	10yrs	281
Bachelor's degrees awarded in Engineering technologies	r=0.88	10yrs	281
Wind power generated in Somalia	r=0.89	10yrs	281
Total comments on MrBeast's YouTube videos	r=0.85	11yrs	280
UK Public Library Count	r=0.88	12yrs	277
Total likes of Simone Giertz's YouTube videos	r=0.89	9yrs	270
Average number of comments on Simone Giertz's YouTube videos	r=0.87	9yrs	266
Solar power generated in Honduras	r=0.88	10yrs	250
Jet fuel used in South Sudan	r=0.88	10yrs	236
Master's degrees awarded in journalism	r=0.87	10yrs	234
Average length of Casually Explained YouTube videos	r=0.85	8yrs	232
Bachelor's degrees awarded in Mathematics and statistics	r=0.85	10yrs	222
Solar power generated in Kuwait	r=0.89	9yrs	215
Violent crime rates	r=0.76	20yrs	192
Solar power generated in Uruguay	r=0.86	10yrs	192
Popularity of the first name Andreas	r=0.8	20yrs	190
Popularity of the first name Paula	r=0.79	20yrs	188
Popularity of the first name Mireya	r=0.79	20yrs	188
University Lecturer salaries in the US	r=0.82	13yrs	174
Google searches for 'zombies'	r=-0.87	19yrs	168
Google searches for 'Nicolas Cage'	r=-0.85	19yrs	166
International Business Machines' stock price (IBM)	r=-0.84	20yrs	165
Orange's stock price (ORAN)	r=0.74	20yrs	162
Number of registered Honda motorcycles in the UK	r=0.74	19yrs	161
Renewable energy production in Botswana	r=0.85	10yrs	160
Automotive recalls for issues with Trailer Hitches	r=0.73	20yrs	160
Nokia Oyj's stock price (NOK)	r=0.71	20yrs	158
Annual US household spending on floor coverings	r=0.71	20yrs	158
Popularity of the first name Rafael	r=0.78	20yrs	156
Solar power generated in Botswana	r=0.85	10yrs	150
Number of Grand Slam Finals played by Roger Federer	r=0.8	13yrs	150
Intercountry adoptions	r=0.83	11yrs	148
Popularity of the first name Dorian	r=0.78	20yrs	146
China's Rare Earth Element Export Volume	r=0.8	11yrs	144
Swiss cheese consumption	r=0.65	19yrs	140
Popularity of the first name Giovanna	r=0.78	20yrs	136
Total views on Mark Rober YouTube videos	r=0.84	12yrs	135
Fossil fuel use in Greenland	r=0.8	19yrs	132
ING Groep's stock price (ING)	r=0.7	20yrs	126
Average length of minutephysics YouTube videos	r=0.83	12yrs	124
Solar power generated in Guinea-Bissau	r=0.85	8yrs	118
Lloyds Banking Group's stock price (LYG)	r=0.69	20yrs	114
Gasoline pumped in Hungary	r=0.82	20yrs	112
Master's degrees awarded in information sciences	r=0.85	10yrs	106
Popularity of the first name Jabari	r=0.76	20yrs	104
Electricity generation in American Samoa	r=0.79	19yrs	100
Average number of comments on Mark Rober YouTube videos	r=0.81	12yrs	96
Bachelor's degrees awarded in Agriculture	r=0.84	10yrs	95
Popularity of the first name Mariana	r=0.75	20yrs	92
Bachelor's degrees awarded in Health professions	r=0.84	10yrs	85
Total likes of OverSimplified YouTube videos	r=0.84	7yrs	85
Popularity of the first name Uriel	r=0.75	20yrs	82
Master's degrees awarded in Biological and biomedical sciences	r=0.84	10yrs	75
Average views of Simone Giertz's YouTube videos	r=0.82	9yrs	74
Popularity of the first name Bernardo	r=0.75	20yrs	72
Petroluem consumption in Bulgaria	r=0.81	19yrs	70
Master's degrees awarded in Health professions and related programs	r=0.84	10yrs	65
The average number of likes on Simone Giertz's YouTube videos	r=0.82	9yrs	64
Popularity of the first name Gerard	r=-0.83	20yrs	62
Gasoline pumped in Lithuania	r=0.8	20yrs	60
Bachelor's degrees awarded in Parks & Recreation	r=0.83	10yrs	54
How professional-sounding MrBeast's YouTube video titles are	r=0.81	11yrs	54
Popularity of the first name Moises	r=0.74	20yrs	50
Average number of comments on Casually Explained YouTube videos	r=0.83	8yrs	44
Associates degrees awarded in Mathematics and statistics	r=0.83	11yrs	43
Popularity of the first name Star	r=0.74	20yrs	40
Petroluem consumption in Romania	r=0.79	19yrs	37
How insightful MrBeast's YouTube video titles are	r=0.8	11yrs	33
Associates degrees awarded in Fine and studio arts	r=0.82	11yrs	32
Popularity of the first name Alvaro	r=0.73	20yrs	29
Petroluem consumption in Ireland	r=0.77	20yrs	25
Master's degrees awarded in Mathematics and statistics	r=0.82	10yrs	22
Total comments on OverSimplified YouTube videos	r=0.82	7yrs	22
Popularity of the first name Juana	r=0.73	20yrs	19
Master's degrees awarded in Public administration	r=0.82	10yrs	12
How provocative Simone Giertz's YouTube video titles are	r=0.8	9yrs	11
Popularity of the first name Jack	r=0.72	20yrs	8
Total length of Simone Giertz's YouTube videos	r=0.8	9yrs	1
Associates degrees awarded in literature	r=0.81	11yrs	0
Popularity of the first name Ignacio	r=0.72	20yrs	-2
Hydopower energy generated in Denmark	r=0.77	19yrs	-3
Associates degrees awarded in Philosophy and religious studies	r=0.81	11yrs	-10
How good Simone Giertz's YouTube video titles are	r=0.79	9yrs	-10
Popularity of the first name Diego	r=0.71	20yrs	-14
Petroluem consumption in Montenegro	r=0.78	16yrs	-18
Associates degrees awarded in History	r=0.81	11yrs	-20
Average length of CGP Grey YouTube videos	r=0.77	12yrs	-20
Popularity of the first name Ingrid	r=0.71	20yrs	-24
Petroluem consumption in Serbia	r=0.78	16yrs	-28
Bachelor's degrees awarded in biomedical sciences	r=0.81	10yrs	-30
Total comments on Deep Look YouTube videos	r=0.79	9yrs	-30
Popularity of the first name Isai	r=0.71	20yrs	-34
Master's degrees awarded in Agriculture and natural resources	r=0.81	10yrs	-40
Total comments on Mark Rober YouTube videos	r=0.76	12yrs	-42

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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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