Top variables that correlate with The number of roofers in Tennessee

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

Variable	Correlation	Years	Sys. Score
Master's degrees awarded in Business	r=0.97	10yrs	404
Average number of comments on OverSimplified YouTube videos	r=0.96	7yrs	353
Solar power generated in Turkiye	r=0.96	8yrs	350
Total likes of Technology Connections YouTube videos	r=0.94	8yrs	321
Average views of Technology Connections YouTube videos	r=0.93	8yrs	320
Wind power generated in Bosnia and Herzegovina	r=0.91	11yrs	315
Wind power generated in Moldova	r=0.91	9yrs	313
Total views on Technology Connections YouTube videos	r=0.92	8yrs	273
Master's degrees awarded in Psychology	r=0.87	10yrs	264
Total comments on Technology Connections YouTube videos	r=0.91	8yrs	262
Bachelor's degrees awarded in Transportation	r=0.85	10yrs	262
Total length of Technology Connections YouTube videos	r=0.91	8yrs	252
Average views of LockPickingLawyer YouTube videos	r=0.91	8yrs	242
Solar power generated in Burkina Faso	r=0.87	12yrs	240
Total likes of LockPickingLawyer YouTube videos	r=0.91	8yrs	232
Biomass power generated in Chad	r=0.88	10yrs	230
Total comments on LockPickingLawyer YouTube videos	r=0.9	8yrs	220
Wind power generated in Kosovo	r=0.87	12yrs	220
Solar power generated in Namibia	r=0.85	12yrs	207
Liquefied petroleum gas used in Chile	r=0.84	20yrs	196
Rogers Communications' stock price (RCI)	r=0.79	20yrs	190
Solar power generated in Iraq	r=0.9	9yrs	186
Entergy's stock price (ETR)	r=0.77	20yrs	186
Popularity of the first name Isaias	r=0.78	20yrs	186
Average length of Simone Giertz's YouTube videos	r=0.88	9yrs	178
How clickbait-y LockPickingLawyer YouTube video titles are	r=0.89	8yrs	168
Wind power generated in Serbia	r=0.88	9yrs	164
Google searches for 'Bratz Dolls'	r=0.78	15yrs	164
Popularity of the first name Chaya	r=0.76	20yrs	164
Hispanic cheese consumption	r=0.7	19yrs	162
Public Service Enterprise Group's stock price (PEG)	r=0.74	20yrs	162
Customer satisfaction with AT&T	r=0.74	18yrs	162
Annual US household spending on pets, toys, and hobbies	r=0.74	20yrs	162
US household spending on pets, toys, and hobbies	r=0.74	20yrs	162
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.69	20yrs	160
Popularity of the first name Gianni	r=0.73	20yrs	159
Annual US household spending on dairy products	r=0.72	20yrs	159
Annual US household spending on other household products	r=0.71	20yrs	158
The average number of likes on Technology Connections YouTube videos	r=0.88	8yrs	157
Number of public school students in 12th grade	r=0.68	20yrs	156
Annual US household spending on property taxes	r=0.7	20yrs	156
Annual US household spending on housekeeping supplies	r=0.7	20yrs	156
Annual US household spending on utilities	r=0.69	20yrs	154
Annual US household spending on entertainment	r=0.69	20yrs	154
Solar power generated in New Caledonia	r=0.87	10yrs	153
Average number of comments on LockPickingLawyer YouTube videos	r=0.88	8yrs	147
Nielsen Ranking of Smallville Season Finale	r=0.8	9yrs	146
Solar power generated in Belarus	r=0.88	8yrs	142
The number of movies Gemma Arterton appeared in	r=0.64	20yrs	140
Total viewership of the Aviva Premiership Rugby final	r=0.76	12yrs	139
Google searches for 'restaurant near me'	r=0.73	12yrs	139
New York Times Fiction Best Sellers	r=0.7	12yrs	138
Butter consumption	r=0.64	19yrs	138
Average number of milk cows in the United States	r=0.66	20yrs	138
GMO use in soybeans	r=0.64	20yrs	138
GMO use in soybeans	r=0.64	20yrs	138
Number of public school students in 11th grade	r=0.66	20yrs	138
The average number of likes on OverSimplified YouTube videos	r=0.87	7yrs	134
Biomass power generated in Laos	r=0.87	9yrs	132
Unilever's stock price (UL)	r=0.71	20yrs	128
Popularity of the first name Armani	r=0.71	20yrs	126
Average length of OverSimplified YouTube videos	r=0.87	7yrs	124
Associates degrees awarded in linguistics	r=0.84	11yrs	124
Solar power generated in Seychelles	r=0.88	8yrs	122
CME Group's stock price (CME)	r=0.71	20yrs	118
Popularity of the first name Shiloh	r=0.71	20yrs	116
The average number of likes on LockPickingLawyer YouTube videos	r=0.86	8yrs	114
Master's degrees awarded in Military technologies	r=0.83	10yrs	114
Solar power generated in Dominican Republic	r=0.85	10yrs	110
Agnico Eagle Mines' stock price (AEM)	r=0.7	20yrs	106
Popularity of the first name Valentin	r=0.71	20yrs	106
Hydopower energy generated in Fiji	r=0.82	19yrs	104
Master's degrees awarded in Multi/interdisciplinary studies	r=0.83	10yrs	104
Total views on LockPickingLawyer YouTube videos	r=0.85	8yrs	102
Solar power generated in Laos	r=0.85	10yrs	100
Garmin's stock price (GRMN)	r=0.7	20yrs	96
Popularity of the first name Marlee	r=0.7	20yrs	94
Associates degrees awarded in Biological sciences	r=0.82	11yrs	92
Wind power generated in Nepal	r=0.86	8yrs	90
Popularity of the first name Julien	r=0.69	20yrs	83
Associates degrees awarded in gender studies	r=0.81	11yrs	80
VMware's stock price (VMW)	r=0.78	13yrs	76
Popularity of the first name Leila	r=0.68	20yrs	72
Bachelor's degrees awarded in Military technologies	r=0.8	10yrs	69
Associates degrees awarded in consumer sciences	r=0.8	11yrs	58
Activision Blizzard's stock price (ATVI)	r=0.72	13yrs	57
Bachelor's degrees awarded in interdisciplinary studies	r=0.79	10yrs	48
Associates degrees awarded in Music and dance	r=0.79	11yrs	37
Associates degrees awarded in literature	r=0.78	11yrs	26
Associates degrees awarded in Social sciences and history	r=0.77	11yrs	14
Gasoline pumped in Cayman Islands	r=0.81	19yrs	10
Associates degrees awarded in Social sciences	r=0.77	11yrs	4
Bachelor's degrees awarded in information sciences	r=0.77	10yrs	-6
Average number of comments on MrBeast's YouTube videos	r=0.85	11yrs	-10
Nuclear power generation in United Kingdom	r=-0.92	19yrs	-16
Bachelor's degrees awarded in Engineering technologies	r=0.77	10yrs	-16
Total likes of Mark Rober YouTube videos	r=0.82	12yrs	-23
Master's degrees awarded in Mathematics and statistics	r=0.77	10yrs	-26
Total comments on Mark Rober YouTube videos	r=0.81	12yrs	-34
Associates degrees awarded in Fine and studio arts	r=0.76	11yrs	-38
Associates degrees awarded in Psychology	r=0.74	11yrs	-50

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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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