Top variables that correlate with The number of construction laborers in Pennsylvania

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Data source: Bureau of Larbor Statistics
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The number of construction laborers in Pennsylvania correlates with...

Variable	Correlation	Years	Sys. Score
Associates degrees awarded in Precision production	r=0.96	11yrs	402
Biomass power generated in Pakistan	r=0.93	13yrs	370
Petroluem consumption in Tunisia	r=0.9	19yrs	368
Master's degrees awarded in Engineering	r=0.95	10yrs	342
How 'hip and with it' Mark Rober YouTube video titles are	r=0.92	12yrs	342
Solar power generated in Burundi	r=0.93	12yrs	339
Popularity of the first name Anastasia	r=0.88	20yrs	336
Popularity of the first name Joelle	r=0.88	20yrs	336
Associates degrees awarded in Theology	r=0.91	11yrs	335
M&T Bank's stock price (MTB)	r=0.85	20yrs	334
Total likes of Extra History YouTube videos	r=0.9	11yrs	318
Total views on The Game Theorists YouTube videos	r=0.89	14yrs	310
Solar power generated in Madagascar	r=0.93	12yrs	309
Delta Airlines' stock price (DAL)	r=0.86	15yrs	302
Fossil fuel use in Sudan	r=0.88	19yrs	298
Number of Automotive Franchise Establishments in the US	r=0.9	8yrs	291
Master's degrees awarded in Engineering technologies	r=0.93	10yrs	288
Jet fuel used in Bulgaria	r=0.87	19yrs	284
How clickbait-y The Game Theorists YouTube video titles are	r=0.88	14yrs	278
Bachelor's degrees awarded in Physical sciences	r=0.91	10yrs	276
US Motorcycle Manufacturing Industry Revenue	r=0.87	10yrs	274
Worldwide revenue from Harley Davidson motorcycles	r=0.86	11yrs	273
Kerosene used in Saint Kitts and Nevis	r=0.86	19yrs	272
Total comments on The Game Theorists YouTube videos	r=0.88	14yrs	268
Bachelor's degrees awarded in journalism	r=0.9	10yrs	264
Total likes of The Game Theorists YouTube videos	r=0.87	14yrs	256
Nuclear power generation in Iran	r=0.9	11yrs	244
Popularity of the first name Edith	r=0.85	20yrs	227
Valero Energy's stock price (VLO)	r=0.83	20yrs	226
How insightful Mark Rober YouTube video titles are	r=0.88	12yrs	226
Solar power generated in Aruba	r=0.9	12yrs	224
Annual US household spending on alcoholic beverages	r=0.82	20yrs	224
Associates degrees awarded in Engineering	r=0.88	11yrs	220
Solar power generated in Guinea	r=0.89	13yrs	214
Associates degrees awarded in Liberal arts	r=0.88	11yrs	210
Associates degrees awarded in Physical sciences	r=0.88	11yrs	200
Cheddar cheese consumption	r=0.8	19yrs	198
Popularity of the 'press f to pay respects' meme	r=0.81	17yrs	197
Total views on Simone Giertz's YouTube videos	r=0.87	9yrs	196
Popularity of the first name Nasir	r=0.83	20yrs	194
US Sales of Artificial Christmas Trees	r=0.85	15yrs	194
Milk-fat consumption	r=0.78	19yrs	194
Air quality in Harrisburg, Pennsylvania	r=0.8	20yrs	194
Automotive recalls issued by Mercedes-Benz USA	r=0.78	20yrs	192
Google searches for 'cat memes'	r=0.78	19yrs	192
Air quality in York, Pennsylvania	r=0.78	20yrs	191
Automotive recalls for issues with the Air Bags	r=0.79	20yrs	190
Associates degrees awarded in Natural resources and conservation	r=0.86	11yrs	188
Google searches for 'smol'	r=0.78	19yrs	188
Average Cost of a 30-Second Ad Commercial during the Academy Awards	r=0.76	20yrs	185
Popularity of the first name Walter	r=0.82	20yrs	182
Associates degrees awarded in Physical sciences	r=0.85	11yrs	176
Popularity of the 'distracted boyfriend' meme	r=0.8	17yrs	176
The number of movies Lupita Nyong'o appeared in	r=0.82	15yrs	176
Assistant Processor salaries in the US	r=0.82	13yrs	174
Popularity of the 'loss' meme	r=0.8	16yrs	174
Popularity of the first name Tobias	r=0.82	20yrs	172
Google searches for 'flights to Antarctica'	r=0.77	19yrs	172
Automotive recalls issued by Volkswagen Group of America	r=0.75	20yrs	168
U.S. Bancorp's stock price (USB)	r=0.81	20yrs	162
Bachelor's degrees awarded in social services	r=0.85	10yrs	152
The Bank of New York Mellon Corporation's stock price (BK)	r=0.81	20yrs	152
Google searches for 'Rachel and Ross'	r=0.83	15yrs	142
Popularity of the 'this is fine' meme	r=0.78	17yrs	142
3M Company's stock price (MMM)	r=0.8	20yrs	141
Popularity of the first name Dawson	r=0.82	20yrs	132
General Dynamics' stock price (GD)	r=0.79	20yrs	130
Popularity of the 'its wednesday my dudes' meme	r=0.76	17yrs	130
Geothermal power generated in Italy	r=0.85	19yrs	129
Popularity of the first name Rayna	r=0.82	20yrs	122
Royal Caribbean Cruises' stock price (RCL)	r=0.79	20yrs	120
Petroluem consumption in Lithuania	r=0.84	20yrs	116
Popularity of the first name Jamila	r=0.82	20yrs	112
Solar power generated in Kenya	r=0.87	12yrs	110
Altria Group's stock price (MO)	r=0.78	20yrs	108
Liquefied petroleum gas used in New Zealand	r=0.83	20yrs	104
Popularity of the first name Joy	r=0.81	20yrs	101
Markel's stock price (MKL)	r=0.79	20yrs	98
Solar power generated in Angola	r=0.85	12yrs	97
Total views on Tom Scott's YouTube videos	r=0.84	14yrs	97
Gasoline pumped in Iran	r=0.83	19yrs	93
Popularity of the first name Wade	r=0.81	20yrs	91
The average number of likes on The Game Theorists YouTube videos	r=0.84	14yrs	87
Wells Fargo & Company's stock price (WFC)	r=0.77	20yrs	86
Liquefied petroleum gas used in Pakistan	r=0.83	19yrs	83
Popularity of the first name Miracle	r=0.81	20yrs	81
Constellation Brands' stock price (STZ)	r=0.77	20yrs	76
Average length of Tom Scott's YouTube videos	r=0.83	14yrs	76
Jet fuel used in Luxembourg	r=0.82	20yrs	72
Popularity of the first name Killian	r=0.81	20yrs	71
Total views on Mark Rober YouTube videos	r=0.84	12yrs	65
Jet fuel used in Turkiye	r=0.82	20yrs	62
Popularity of the first name Franklin	r=0.79	20yrs	58
Total length of Tom Scott's YouTube videos	r=0.8	14yrs	51
Popularity of the first name Laurel	r=0.79	20yrs	48
Popularity of the first name Leonel	r=0.79	20yrs	38
Popularity of the first name Winston	r=0.79	20yrs	28
Popularity of the first name Joan	r=0.79	20yrs	18
Popularity of the first name Alden	r=0.79	20yrs	8
Biomass power generated in Cambodia	r=0.83	19yrs	6
Popularity of the first name Aliza	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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