Top variables that correlate with The number of heating, air conditioning, and refrigeration mechanics and installers in Virginia

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Data source: Bureau of Larbor Statistics
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The number of heating, air conditioning, and refrigeration mechanics and installers in Virginia correlates with...

Variable	Correlation	Years	Sys. Score
Solar power generated in Burundi	r=0.96	12yrs	404
Solar power generated in Madagascar	r=0.95	12yrs	402
Associates degrees awarded in Precision production	r=0.95	11yrs	401
Number of highschoolers in the US	r=0.91	20yrs	376
Annual US household spending on entertainment	r=0.93	20yrs	376
Total likes of The Game Theorists YouTube videos	r=0.93	14yrs	376
Number of Registered Vehicles in the US	r=0.92	19yrs	373
US Sales of Artificial Christmas Trees	r=0.94	15yrs	372
General Dynamics' stock price (GD)	r=0.91	20yrs	372
Constellation Brands' stock price (STZ)	r=0.91	20yrs	372
Ryanair Holdings' stock price (RYAAY)	r=0.91	20yrs	372
Popularity of the first name Marcelo	r=0.92	20yrs	372
Electricity generation in Guatemala	r=0.9	19yrs	372
US per-person consumption of bottled water	r=0.9	20yrs	371
Popularity of the first name Rowan	r=0.91	20yrs	371
Popularity of the first name Amira	r=0.91	20yrs	371
Annual US household spending on food	r=0.9	20yrs	371
Annual US household spending on housing	r=0.9	20yrs	371
US Bottled Water Consumption per Person	r=0.9	20yrs	347
Milk-fat consumption	r=0.89	19yrs	346
Markel's stock price (MKL)	r=0.92	20yrs	342
Solar power generated in Kenya	r=0.95	12yrs	342
Gender pay gap in the U.S.	r=0.89	19yrs	342
American cheese consumption	r=0.86	19yrs	342
American-type cheese consumption	r=0.86	19yrs	342
Automotive recalls issued by Volkswagen Group of America	r=0.87	20yrs	341
Automotive recalls issued by Mercedes-Benz USA	r=0.86	20yrs	340
Associates degrees awarded in Engineering	r=0.94	11yrs	340
Annual US household spending on alcoholic beverages	r=0.89	20yrs	340
Annual US household spending on personal care products and services	r=0.89	20yrs	340
Annual Revenue of Walt Disney Company	r=0.86	20yrs	338
Number of public school students in 11th grade	r=0.86	20yrs	338
Annual US household spending on housekeeping supplies	r=0.88	20yrs	338
Total NBA League Revenue	r=0.88	20yrs	338
US Annual Tax Revenue	r=0.88	19yrs	337
Average Cost of a 30-Second Ad Commercial during the Academy Awards	r=0.87	20yrs	336
Restaurant spending in Virginia	r=0.87	18yrs	336
Associates degrees awarded in Physical sciences	r=0.92	11yrs	336
Google searches for 'instagram'	r=0.91	12yrs	336
Google searches for 'reddit'	r=0.89	15yrs	336
Annual US household spending on property taxes	r=0.86	20yrs	335
Annual US household spending on rented dwellings	r=0.86	20yrs	335
Annual US household spending on healthcare	r=0.86	20yrs	335
Google searches for 'smol'	r=0.85	19yrs	334
Liquefied petroleum gas used in Palestinian Territories	r=0.92	19yrs	332
Biomass power generated in Pakistan	r=0.92	13yrs	318
The number of Breweries in the United States	r=0.86	20yrs	312
Italian-type cheese consumption	r=0.86	19yrs	312
Popularity of the first name Warren	r=0.9	20yrs	310
Associates degrees awarded in Physical sciences	r=0.91	11yrs	305
Google searches for 'dollar store near me'	r=0.85	19yrs	304
Cheddar cheese consumption	r=0.86	19yrs	302
FedEx's stock price (FDX)	r=0.9	20yrs	302
Popularity of the first name Regina	r=0.89	20yrs	298
Mozzarella cheese consumption	r=0.86	19yrs	292
Cigna's stock price (CI)	r=0.9	20yrs	291
Popularity of the first name Iris	r=0.89	20yrs	288
Fossil fuel use in Sudan	r=0.9	19yrs	282
Average number of milk cows in the United States	r=0.87	20yrs	280
Johnson & Johnson's stock price (JNJ)	r=0.89	20yrs	280
Popularity of the first name Kane	r=0.89	20yrs	278
Lockheed Martin's stock price (LMT)	r=0.87	20yrs	270
Petroluem consumption in Turkiye	r=0.9	20yrs	270
Natural cheese consumption	r=0.89	19yrs	268
Popularity of the first name Chaya	r=0.89	20yrs	268
Chubb's stock price (CB)	r=0.89	20yrs	260
Solar power generated in Pakistan	r=0.93	12yrs	259
Popularity of the first name Bo	r=0.89	20yrs	258
Vulcan Materials Company's stock price (VMC)	r=0.89	20yrs	250
Solar power generated in Tanzania	r=0.93	12yrs	249
Popularity of the first name Amalia	r=0.89	20yrs	248
Telkom Indonesia (Persero) Tbk PT's stock price (Persero)	r=0.89	20yrs	240
Popularity of the first name Noor	r=0.89	20yrs	238
Electricity generation in Cambodia	r=0.88	19yrs	238
Northrop Grumman's stock price (NOC)	r=0.88	20yrs	228
Biomass power generated in Cambodia	r=0.88	19yrs	228
Popularity of the first name Walter	r=0.88	20yrs	226
U.S. Bancorp's stock price (USB)	r=0.88	20yrs	218
Renewable energy production in Chile	r=0.88	19yrs	218
Popularity of the first name Emilio	r=0.88	20yrs	216
Valero Energy's stock price (VLO)	r=0.88	20yrs	208
Fossil fuel use in Solomon Islands	r=0.88	19yrs	208
Popularity of the first name Josephine	r=0.88	20yrs	206
The PNC Financial Services Group's stock price (PNC)	r=0.88	20yrs	198
Jet fuel used in Luxembourg	r=0.89	20yrs	198
Popularity of the first name Wade	r=0.88	20yrs	196
The Travelers Companies' stock price (TRV)	r=0.89	20yrs	188
Liquefied petroleum gas used in New Zealand	r=0.89	20yrs	188
Popularity of the first name Ezekiel	r=0.88	20yrs	186
Petroluem consumption in Poland	r=0.89	20yrs	178
Berkshire Hathaway's stock price (BRK.A)	r=0.87	20yrs	176
Popularity of the first name Leonel	r=0.88	20yrs	176
Wind power generated in Faroe Islands	r=0.87	19yrs	167
Berkshire Hathaway's stock price (BRK.B)	r=0.87	20yrs	166
Popularity of the first name Rhett	r=0.88	20yrs	166
Electricity generation in Guinea-Bissau	r=0.87	19yrs	157
PepsiCo's stock price (PEP)	r=0.87	20yrs	156
Popularity of the first name Phoenix	r=0.88	20yrs	156
Biomass power generated in Philippines	r=0.91	13yrs	147
The Charles Schwab Corporation's stock price (SCHW)	r=0.87	20yrs	146
Popularity of the first name Rocky	r=0.88	20yrs	146

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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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