Top variables that correlate with The number of plumbers in Minnesota

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Data source: Bureau of Larbor Statistics
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The number of plumbers in Minnesota correlates with...

Variable	Correlation	Years	Sys. Score
Car crashes in the US	r=0.96	12yrs	399
Total views on Tom Scott's YouTube videos	r=0.9	14yrs	371
Average length of Numberphile YouTube videos	r=0.91	12yrs	340
The average number of likes on The Game Theorists YouTube videos	r=0.89	14yrs	310
The number of movies Lupita Nyong'o appeared in	r=0.86	15yrs	308
Renewable energy production in The Bahamas	r=0.89	12yrs	283
Solar power generated in The Bahamas	r=0.89	12yrs	283
Associates degrees awarded in Multi/interdisciplinary studies	r=0.89	11yrs	282
Master's degrees awarded in Legal professions and studies	r=0.89	10yrs	282
Google searches for 'instagram'	r=0.87	12yrs	280
Solar power generated in Angola	r=0.87	12yrs	280
Total likes of The Game Theorists YouTube videos	r=0.88	14yrs	278
Associates degrees awarded in Liberal arts	r=0.86	11yrs	278
Total likes of Tom Scott's YouTube videos	r=0.86	14yrs	265
Number of Automotive Franchise Establishments in the US	r=0.87	8yrs	256
Solar power generated in Romania	r=0.86	13yrs	250
Associates degrees awarded in Parks & Recreation	r=0.86	11yrs	248
Associates degrees awarded in Physical sciences	r=0.86	11yrs	238
Solar power generated in Burundi	r=0.86	12yrs	238
Average length of Tom Scott's YouTube videos	r=0.85	14yrs	234
Solar power generated in Costa Rica	r=0.86	11yrs	228
How insightful LEMMiNO YouTube video titles are	r=0.86	11yrs	222
Solar power generated in Madagascar	r=0.86	12yrs	218
Solar power generated in Kenya	r=0.85	12yrs	207
Number of public school students in 8th grade	r=0.79	20yrs	192
Annual US household spending on new cars	r=0.79	20yrs	190
Popularity of the first name Margaret	r=0.79	20yrs	188
Truist Financial's stock price (TFC)	r=0.77	20yrs	186
Popularity of the first name Reyna	r=0.77	20yrs	185
Google searches for 'reddit'	r=0.83	15yrs	172
Delta Airlines' stock price (DAL)	r=0.83	15yrs	172
Global Rice Consumption	r=0.83	14yrs	170
Google searches for 'avocado toast'	r=0.8	15yrs	168
Popularity of the first name Leah	r=-0.88	20yrs	168
US Undergraduate Enrollment	r=-0.84	20yrs	165
Boston Scientific's stock price (BSX)	r=0.75	20yrs	164
US household spending on used cars	r=0.75	20yrs	164
US household spending on vehicle purchaes	r=0.73	20yrs	160
The distance between Uranus and Jupiter	r=0.69	20yrs	156
US average dairy skim-solid content of fluid beverage milk	r=0.72	19yrs	155
US Motorcycle Manufacturing Industry Revenue	r=0.84	10yrs	149
North American digital comic sales volume	r=0.79	13yrs	148
Divorce rates in the United Kingdom	r=0.8	10yrs	148
xkcd comics published about outer space	r=0.74	15yrs	148
US GDP per capita	r=0.77	14yrs	146
Google searches for 'Rachel and Ross'	r=0.79	15yrs	136
Discover Financial Services' stock price (DFS)	r=0.78	15yrs	133
Popularity of the first name Max	r=-0.83	20yrs	132
Annual US household spending on vehicle purchaes	r=0.72	20yrs	129
Google searches for 'xkcd'	r=-0.88	16yrs	126
Ulta Beauty's stock price (ULTA)	r=0.77	15yrs	122
Popularity of the first name Jaycee	r=-0.83	20yrs	122
Associates degrees awarded in Physical sciences	r=0.85	11yrs	121
Popularity of the first name Rylan	r=-0.82	20yrs	112
Associates degrees awarded in Music and dance	r=0.85	11yrs	111
Biomass power generated in Eswatini	r=0.78	19yrs	108
Total length of Tom Scott's YouTube videos	r=0.84	14yrs	107
Popularity of the first name Jay	r=0.74	20yrs	100
Liquefied petroleum gas used in Bermuda	r=0.79	19yrs	97
Average views of Tom Scott's YouTube videos	r=0.83	14yrs	96
Popularity of the first name Perry	r=0.73	20yrs	89
Associates degrees awarded in Communication	r=0.84	11yrs	84
The average number of likes on minutephysics YouTube videos	r=0.83	12yrs	84
Popularity of the first name Kari	r=0.71	20yrs	76
Associates degrees awarded in Engineering	r=0.84	11yrs	74
Solar power generated in Bulgaria	r=0.84	13yrs	72
Total length of Steve Mould's YouTube videos	r=0.81	14yrs	72
Popularity of the first name Beverly	r=0.71	20yrs	66
Master's degrees awarded in Public administration	r=0.82	10yrs	62
Average length of The Game Theorists YouTube videos	r=0.81	14yrs	62
Solar power generated in Aruba	r=0.84	12yrs	60
Popularity of the first name Dawson	r=0.71	20yrs	56
Total views on The Game Theorists YouTube videos	r=0.81	14yrs	52
Associates degrees awarded in linguistics	r=0.81	11yrs	50
Solar power generated in Malta	r=0.83	13yrs	50
Popularity of the first name Frederick	r=0.69	20yrs	43
Total length of The Game Theorists YouTube videos	r=0.81	14yrs	42
Associates degrees awarded in Science technologies	r=0.8	11yrs	38
Solar power generated in Mali	r=0.82	12yrs	38
Popularity of the first name Alma	r=0.69	20yrs	33
Total comments on Tom Scott's YouTube videos	r=0.8	14yrs	31
Bachelor's degrees awarded in Agriculture	r=0.79	10yrs	28
Biomass power generated in Tanzania	r=0.82	13yrs	28
Popularity of the first name Viviana	r=0.69	20yrs	23
How clickbait-y The Game Theorists YouTube video titles are	r=0.8	14yrs	21
Associates degrees awarded in Mathematics and statistics	r=0.79	11yrs	17
Solar power generated in Guinea	r=0.81	13yrs	17
Popularity of the first name Martina	r=0.69	20yrs	13
The average number of likes on SmarterEveryDay YouTube videos	r=0.78	16yrs	10
Associates degrees awarded in Social sciences and history	r=0.79	11yrs	7
Solar power generated in Sudan	r=0.81	13yrs	7
Popularity of the first name Montana	r=0.68	20yrs	2
Average length of Steve Mould's YouTube videos	r=0.79	14yrs	0
Associates degrees awarded in Social sciences	r=0.79	11yrs	-3
Solar power generated in Ethiopia	r=0.8	14yrs	-4
How provocative The Game Theorists YouTube video titles are	r=0.78	14yrs	-12
Associates degrees awarded in History	r=0.79	11yrs	-13
Wind power generated in Uruguay	r=0.8	14yrs	-14
Associates degrees awarded in Fine and studio arts	r=0.79	11yrs	-23
Solar power generated in Indonesia	r=0.79	14yrs	-25
How cool LEMMiNO YouTube video titles are	r=0.83	11yrs	-32

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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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