Top variables that correlate with The number of roofers in Hawaii

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Data source: Bureau of Larbor Statistics
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The number of roofers in Hawaii correlates with...

Variable	Correlation	Years	Sys. Score
Solar power generated in Angola	r=0.95	12yrs	372
Total views on The Game Theorists YouTube videos	r=0.91	14yrs	372
Solar power generated in Bulgaria	r=0.92	13yrs	368
Solar power generated in Madagascar	r=0.92	12yrs	338
Worldwide revenue from Harley Davidson motorcycles	r=0.91	11yrs	310
Number of Automotive Franchise Establishments in the US	r=0.93	8yrs	310
Solar power generated in Mali	r=0.92	12yrs	308
The average number of likes on The Game Theorists YouTube videos	r=0.88	14yrs	308
Average length of Tom Scott's YouTube videos	r=0.87	14yrs	306
Solar power generated in North Macedonia	r=0.93	11yrs	298
Biomass power generated in Pakistan	r=0.91	13yrs	287
Bachelor's degrees awarded in Parks & Recreation	r=0.88	10yrs	281
Associates degrees awarded in Parks & Recreation	r=0.88	11yrs	280
Associates degrees awarded in Engineering	r=0.87	11yrs	279
North American digital comic sales volume	r=0.86	13yrs	278
Patents granted to Apple	r=0.86	12yrs	277
Solar power generated in Aruba	r=0.91	12yrs	276
Total views on Tom Scott's YouTube videos	r=0.87	14yrs	276
Solar power generated in Burundi	r=0.91	12yrs	266
How insightful Tom Scott's YouTube video titles are	r=0.86	14yrs	265
Solar power generated in Libya	r=0.91	12yrs	256
Total length of Tom Scott's YouTube videos	r=0.86	14yrs	255
Associates degrees awarded in Liberal arts	r=0.87	11yrs	249
How clickbait-y The Game Theorists YouTube video titles are	r=0.86	14yrs	245
Associates degrees awarded in Communication	r=0.85	11yrs	236
Solar power generated in Guinea	r=0.9	13yrs	216
How 'hip and with it' Mark Rober YouTube video titles are	r=0.88	12yrs	216
Master's degrees awarded in information sciences	r=0.86	10yrs	213
Solar power generated in Romania	r=0.89	13yrs	204
Cream and Neufchatel cheese consumption	r=0.82	19yrs	200
Solar power generated in Sudan	r=0.89	13yrs	194
How geeky 3Blue1Brown YouTube video titles are	r=0.89	8yrs	188
M&T Bank's stock price (MTB)	r=0.77	20yrs	186
Popularity of the first name Edith	r=0.78	20yrs	186
Milk-fat consumption	r=0.74	19yrs	168
Delta Airlines' stock price (DAL)	r=0.8	15yrs	168
Gender pay gap in the U.S.	r=0.75	19yrs	166
US Annual Tax Revenue	r=0.77	19yrs	166
Popularity of the first name Chynna	r=-0.87	20yrs	166
Patents granted to LG Electronics	r=0.82	12yrs	166
U.S. Bancorp's stock price (USB)	r=0.76	20yrs	165
US consumption of imported cheese that did not come from cows	r=0.71	19yrs	164
Popularity of the first name Miracle	r=0.76	20yrs	164
Annual US household spending on small appliances	r=0.72	20yrs	159
Number of Registered Vehicles in the US	r=0.72	19yrs	158
Number of highschoolers in the US	r=0.69	20yrs	158
Average Cost of a 30-Second Ad Commercial during the Academy Awards	r=0.7	20yrs	156
Median US Household Income	r=0.7	19yrs	155
Automotive recalls for issues with the Air Bags	r=0.69	20yrs	154
Annual US household spending on used cars	r=0.68	20yrs	153
Renewable energy production in British Virgin Islands	r=0.88	12yrs	152
Patents granted to Intel	r=0.82	12yrs	151
Biomass power generated in Qatar	r=0.89	10yrs	141
Valero Energy's stock price (VLO)	r=0.76	20yrs	135
Cheddar cheese consumption	r=0.71	19yrs	134
Popularity of the first name Lana	r=0.76	20yrs	134
Solar power generated in Kenya	r=0.87	12yrs	130
Zimmer Biomet Holdings' stock price (ZBH)	r=0.76	20yrs	125
Solar power generated in Malta	r=0.86	13yrs	120
Popularity of the first name Franklin	r=0.74	20yrs	120
Edison International's stock price (EIX)	r=0.75	20yrs	114
Solar power generated in Suriname	r=0.86	12yrs	108
Popularity of the first name Francis	r=0.72	20yrs	108
Biomass power generated in Peru	r=0.83	19yrs	106
Royal Caribbean Cruises' stock price (RCL)	r=0.73	20yrs	100
Popularity of the first name Rayna	r=0.72	20yrs	98
Associates degrees awarded in Business administration	r=0.85	11yrs	96
Prudential Financial's stock price (PRU)	r=0.71	20yrs	88
Total likes of The Game Theorists YouTube videos	r=0.83	14yrs	86
Bachelor's degrees awarded in journalism	r=0.85	10yrs	86
Popularity of the first name Joan	r=0.71	20yrs	86
Wind power generated in Mauritania	r=0.86	10yrs	82
Bachelor's degrees awarded in Health professions	r=0.85	10yrs	76
Prudential's stock price (PUK)	r=0.7	20yrs	76
Popularity of the first name Aliza	r=0.71	20yrs	76
How cool Mark Rober YouTube video titles are	r=0.83	12yrs	74
The Allstate Corporation's stock price (ALL)	r=0.7	20yrs	66
Bachelor's degrees awarded in social services	r=0.84	10yrs	65
Popularity of the first name Anastasia	r=0.7	20yrs	64
How fun The Game Theorists YouTube video titles are	r=0.81	14yrs	62
Master's degrees awarded in law enforcement and firefighting	r=0.84	10yrs	55
Kimberly-Clark's stock price (KMB)	r=0.69	20yrs	54
Popularity of the first name Walter	r=0.69	20yrs	53
How trendy The Game Theorists YouTube video titles are	r=0.81	14yrs	52
Associates degrees awarded in Multi/interdisciplinary studies	r=0.84	11yrs	44
Electronic Arts' stock price (EA)	r=0.69	20yrs	44
Popularity of the first name Tobias	r=0.69	20yrs	43
Total comments on The Game Theorists YouTube videos	r=0.81	14yrs	42
State Street's stock price (STT)	r=0.69	20yrs	34
Associates degrees awarded in Physical sciences	r=0.83	11yrs	33
Average views of Tom Scott's YouTube videos	r=0.8	14yrs	31
Associates degrees awarded in Science technologies	r=0.83	11yrs	23
Capital One Financial's stock price (COF)	r=0.68	20yrs	23
How professional-sounding Tom Scott's YouTube video titles are	r=0.8	14yrs	21
Associates degrees awarded in Theology	r=0.83	11yrs	13
Average views of The Game Theorists YouTube videos	r=0.79	14yrs	10
Bachelor's degrees awarded in biomedical sciences	r=0.82	10yrs	2
Electricity generation in Azerbaijan	r=0.78	19yrs	-2
How insightful Mark Rober YouTube video titles are	r=0.82	12yrs	-13
Average length of The Game Theorists YouTube videos	r=0.77	14yrs	-28
The average number of likes on CGP Grey YouTube videos	r=0.79	12yrs	-38

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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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