Top variables that correlate with The number of roofers in Maryland

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

Variable	Correlation	Years	Sys. Score
Average length of OverSimplified YouTube videos	r=0.98	7yrs	376
Solar power generated in Seychelles	r=0.98	8yrs	372
Average number of comments on Technology Connections YouTube videos	r=0.95	8yrs	352
The average number of likes on LockPickingLawyer YouTube videos	r=0.95	8yrs	352
Popularity of the first name Layne	r=0.87	20yrs	335
Liquefied petroleum gas used in Canada	r=0.87	20yrs	335
Average number of comments on LockPickingLawyer YouTube videos	r=0.95	8yrs	322
Master's degrees awarded in Business	r=0.93	10yrs	318
Wind power generated in Nepal	r=0.93	8yrs	315
Average number of comments on MrBeast's YouTube videos	r=0.91	11yrs	300
Biomass power generated in Kazakhstan	r=0.92	9yrs	284
Bachelor's degrees awarded in Transportation	r=0.89	10yrs	282
Master's degrees awarded in Psychology	r=0.87	10yrs	280
Patents granted to Honda	r=0.88	12yrs	280
Wind power generated in Moldova	r=0.92	9yrs	274
The average number of likes on Technology Connections YouTube videos	r=0.93	8yrs	270
Wind power generated in Serbia	r=0.92	9yrs	264
How clickbait-y LockPickingLawyer YouTube video titles are	r=0.93	8yrs	260
Average length of Technology Connections YouTube videos	r=0.92	8yrs	233
Google searches for 'Mr. Beast'	r=0.84	19yrs	228
Solar power generated in Kazakhstan	r=0.89	10yrs	211
Average length of 'Be Smart' science YouTube videos	r=0.89	10yrs	206
Solar power generated in Saudi Arabia	r=0.89	10yrs	201
Average views of MrBeast's YouTube videos	r=0.86	11yrs	192
Sony Group's stock price (SONY)	r=0.79	20yrs	190
Popularity of the first name Gianna	r=0.8	20yrs	190
Popularity of the first name Kacey	r=0.8	20yrs	190
Annual US household spending on processed fruits	r=0.79	20yrs	190
Solar power generated in Albania	r=0.86	12yrs	188
Number of times 18 was a winning Mega Millions number	r=0.76	20yrs	188
Solar power generated in New Caledonia	r=0.87	10yrs	178
Popularity of the 'wojak' meme	r=0.78	17yrs	172
Google searches for 'Bratz Dolls'	r=0.81	15yrs	169
Popularity of the 'i am once again' meme	r=0.75	17yrs	168
Petroluem consumption in Armenia	r=0.85	19yrs	166
Popularity of the 'spiderman pointing' meme	r=0.73	17yrs	165
Total comments on Technology Connections YouTube videos	r=0.86	8yrs	164
Google searches for 'where can i stream friends'	r=0.75	18yrs	163
Garmin's stock price (GRMN)	r=0.72	20yrs	159
Adobe's stock price (ADBE)	r=0.71	20yrs	158
Solar power generated in Oman	r=0.89	9yrs	155
The number of movies Grace Kelly appeared in	r=0.66	20yrs	142
Number of times 17 was a winning Mega Millions number	r=0.68	20yrs	141
Number of times 22 was a winning Mega Millions number	r=0.66	20yrs	138
Number of times 25 was a winning Mega Millions number	r=0.66	20yrs	138
Popularity of the first name Billie	r=0.76	20yrs	134
Advanced Micro Devices' stock price (AMD)	r=0.71	20yrs	128
Google searches for 'that is sus'	r=0.7	19yrs	126
Popularity of the first name Benny	r=0.76	20yrs	124
Solar power generated in Turkiye	r=0.87	8yrs	121
Master's degrees awarded in Military technologies	r=0.81	10yrs	120
Autodesk's stock price (ADSK)	r=0.71	20yrs	118
Google searches for 'do vaccines work'	r=0.7	19yrs	116
Popularity of the first name Benjamin	r=-0.82	20yrs	112
Searches for 'never gonna give you up'	r=0.67	17yrs	111
Copart's stock price (CPRT)	r=0.71	20yrs	108
Associates degrees awarded in Architecture	r=0.78	11yrs	106
Fair Isaac's stock price (FICO)	r=0.71	20yrs	98
Popularity of the first name Dario	r=0.72	20yrs	98
Bachelor's degrees awarded in Military technologies	r=0.77	10yrs	94
Google searches for 'takeout near me'	r=0.71	18yrs	92
Microsoft's stock price (MSFT)	r=0.68	20yrs	86
Popularity of the first name Hallie	r=0.71	20yrs	86
Master's degrees awarded in Multi/interdisciplinary studies	r=0.74	10yrs	80
Google searches for 'elon musk'	r=0.73	13yrs	80
Cadence Design Systems' stock price (CDNS)	r=0.7	20yrs	74
Popularity of the first name Dion	r=0.7	20yrs	74
Renewable energy production in Saint Vincent/Grenadines	r=0.81	19yrs	73
Bachelor's degrees awarded in consumer sciences	r=-0.94	10yrs	68
Google searches for 'who is elon musk'	r=0.68	18yrs	68
Total views on Steve Mould's YouTube videos	r=0.83	14yrs	66
ST Microelectronics' stock price (STM)	r=0.69	20yrs	64
Popularity of the first name Keanu	r=0.7	20yrs	64
Hydopower energy generated in Saint Vincent/Grenadines	r=0.8	19yrs	62
Total likes of Steve Mould's YouTube videos	r=0.83	14yrs	56
Synopsys' stock price (SNPS)	r=0.68	20yrs	53
Popularity of the first name Xiomara	r=0.69	20yrs	53
Thomson Reuters' stock price (TRI)	r=0.68	20yrs	43
Popularity of the first name Stevie	r=0.68	20yrs	42
Solar power generated in Argentina	r=0.79	18yrs	39
Total comments on Steve Mould's YouTube videos	r=0.78	14yrs	38
CoStar Group's stock price (CSGP)	r=0.68	20yrs	33
Popularity of the first name Sonny	r=0.68	20yrs	32
Solar power generated in Colombia	r=0.78	19yrs	28
Popularity of the first name Zaire	r=0.68	20yrs	22
Lululemon's stock price (LULU)	r=0.75	15yrs	20
Average views of Technology Connections YouTube videos	r=0.85	8yrs	18
Total length of Deep Look YouTube videos	r=0.84	9yrs	7
MercadoLibre's stock price (MELI)	r=0.75	15yrs	2
Wind power generated in Bosnia and Herzegovina	r=0.85	11yrs	1
Average length of PBS Space Time YouTube videos	r=0.83	8yrs	-6
Dollar General's stock price (DG)	r=0.75	13yrs	-8
Gasoline pumped in Saint Pierre and Miquelon	r=-0.91	19yrs	-10
Average length of Computerphile YouTube videos	r=0.81	10yrs	-16
Netflix's stock price (NFLX)	r=0.67	20yrs	-19
Solar power generated in United Arab Emirates	r=0.81	13yrs	-23
Average views of Steve Mould's YouTube videos	r=0.78	14yrs	-27
Amazon.com's stock price (AMZN)	r=0.67	20yrs	-30
How geeky PBS Space Time YouTube video titles are	r=0.82	8yrs	-37
Verisk Analytics' stock price (VRSK)	r=0.74	13yrs	-40
MSCI Inc.'s stock price (MSCI)	r=0.72	15yrs	-51

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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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