Top variables that correlate with The number of plumbers in Colorado

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

Variable	Correlation	Years	Sys. Score
University Lecturer salaries in the US	r=0.91	13yrs	343
Associates degrees awarded in Physical sciences	r=0.94	11yrs	340
Associates degrees awarded in Physical sciences	r=0.93	11yrs	338
Associates degrees awarded in Engineering	r=0.92	11yrs	336
Solar power generated in Costa Rica	r=0.92	11yrs	336
Patents granted to Boeing	r=0.92	12yrs	336
Solar power generated in Burundi	r=0.9	12yrs	334
Patents granted to Mitsubishi	r=0.91	12yrs	334
Patents granted to LG Electronics	r=0.9	12yrs	333
How trendy 3Blue1Brown YouTube video titles are	r=0.94	8yrs	321
Geothermal power generated in France	r=0.91	11yrs	315
Total views on Tom Scott's YouTube videos	r=0.87	14yrs	306
Average length of Tom Scott's YouTube videos	r=0.86	14yrs	305
Google searches for 'instagram'	r=0.9	12yrs	304
Master's degrees awarded in Legal professions and studies	r=0.92	10yrs	287
Patents granted to Toyota	r=0.87	12yrs	278
Patents granted to Dell	r=0.87	11yrs	278
Patents granted to Intel	r=0.86	12yrs	277
Solar power generated in Kenya	r=0.89	12yrs	273
Solar power generated in Madagascar	r=0.89	12yrs	263
Annual book sales in the US	r=0.86	10yrs	258
Average length of Numberphile YouTube videos	r=0.87	12yrs	254
Total views on Mark Rober YouTube videos	r=0.87	12yrs	244
Associates degrees awarded in Liberal arts	r=0.89	11yrs	242
Bachelor's degrees awarded in Engineering	r=0.89	10yrs	232
Average views of LEMMiNO YouTube videos	r=0.86	11yrs	232
Solar power generated in American Samoa	r=0.88	10yrs	230
Associates degrees awarded in Communication	r=0.88	11yrs	220
Renewable energy production in Botswana	r=0.88	10yrs	220
The average number of likes on LEMMiNO YouTube videos	r=0.85	11yrs	220
Associates degrees awarded in Mathematics and statistics	r=0.88	11yrs	210
Solar power generated in Botswana	r=0.88	10yrs	210
Associates degrees awarded in Precision production	r=0.88	11yrs	200
Solar power generated in Tanzania	r=0.87	12yrs	200
Total likes of Simone Giertz's YouTube videos	r=0.87	9yrs	196
Popularity of the first name Reyna	r=0.81	20yrs	191
Bachelor's degrees awarded in Physical sciences	r=0.87	10yrs	190
Number of times 22 was a winning Mega Millions number	r=0.77	20yrs	190
Popularity of the first name Nasir	r=0.8	20yrs	190
Popularity of the first name Kari	r=0.79	20yrs	188
Solar power generated in Lebanon	r=0.85	12yrs	187
Average number of comments on Simone Giertz's YouTube videos	r=0.86	9yrs	185
Associates degrees awarded in Science technologies	r=0.87	11yrs	179
Wind power generated in Honduras	r=0.85	11yrs	176
Assistant Processor salaries in the US	r=0.83	13yrs	176
Associates degrees awarded in History	r=0.87	11yrs	169
The number of movies Lupita Nyong'o appeared in	r=0.76	15yrs	168
Patents granted to Apple	r=0.83	12yrs	168
Nuclear power generation in Iran	r=0.85	11yrs	166
The Bank of New York Mellon Corporation's stock price (BK)	r=0.75	20yrs	164
Associates degrees awarded in Fine and studio arts	r=0.87	11yrs	159
Valero Energy's stock price (VLO)	r=0.71	20yrs	158
Truist Financial's stock price (TFC)	r=0.71	20yrs	158
Patents granted to Samsung Electronics	r=0.82	12yrs	151
Votes for Democratic Senators in Colorado	r=0.84	6yrs	150
Patents granted to Hyundai	r=0.84	8yrs	150
Associates degrees awarded in Music and dance	r=0.87	11yrs	149
Instructor salaries in the US	r=0.74	13yrs	148
Google searches for 'restaurant near me'	r=0.79	12yrs	148
Popularity of the 'distracted boyfriend' meme	r=0.72	17yrs	148
Votes for Democratic Senators in Colorado	r=0.83	6yrs	148
Patents granted to Amazon	r=0.82	9yrs	148
Intercountry adoptions	r=0.8	11yrs	144
Popularity of the 'press f to pay respects' meme	r=0.69	17yrs	144
US Motorcycle Manufacturing Industry Revenue	r=0.8	10yrs	143
Google searches for '3Blue1Brown'	r=0.73	16yrs	143
Cheddar cheese consumption	r=0.66	19yrs	142
Solar power generated in Kuwait	r=0.86	9yrs	140
Associates degrees awarded in Philosophy and religious studies	r=0.86	11yrs	138
Popularity of the first name Zoe	r=-0.85	20yrs	134
Wind power generated in Somalia	r=0.85	10yrs	130
Ameren's stock price (AEE)	r=0.71	20yrs	128
Associates degrees awarded in Multi/interdisciplinary studies	r=0.85	11yrs	126
Popularity of the first name Samara	r=0.75	20yrs	122
Professor salaries in the US	r=0.71	13yrs	113
Popularity of the first name Marcella	r=0.74	20yrs	110
Bachelor's degrees awarded in Agriculture	r=0.87	10yrs	104
Popularity of the first name Dara	r=0.74	20yrs	100
Bachelor's degrees awarded in Mathematics and statistics	r=0.85	10yrs	92
Popularity of the first name Quincy	r=0.72	20yrs	88
Average views of Tom Scott's YouTube videos	r=0.84	14yrs	87
Bachelor's degrees awarded in Parks & Recreation	r=0.85	10yrs	82
Popularity of the first name Dawson	r=0.72	20yrs	78
Total likes of The Game Theorists YouTube videos	r=0.83	14yrs	76
Average length of minutephysics YouTube videos	r=0.84	12yrs	65
Popularity of the first name Anais	r=0.69	20yrs	63
Total likes of Tom Scott's YouTube videos	r=0.82	14yrs	54
Kerosene used in Kiribati	r=0.78	19yrs	46
Average length of Steve Mould's YouTube videos	r=0.79	14yrs	40
Total length of Steve Mould's YouTube videos	r=0.79	14yrs	30
Biomass power generated in Mali	r=0.84	12yrs	20
Solar power generated in Pakistan	r=0.84	12yrs	10
How professional-sounding MrBeast's YouTube video titles are	r=0.84	11yrs	9
Solar power generated in Aruba	r=0.83	12yrs	-1
Total comments on MrBeast's YouTube videos	r=0.83	11yrs	-2
Solar power generated in Suriname	r=0.83	12yrs	-11
Average number of comments on Mark Rober YouTube videos	r=0.82	12yrs	-13
Solar power generated in Yemen	r=0.83	12yrs	-21
How insightful Mark Rober YouTube video titles are	r=0.82	12yrs	-23
Total comments on Simone Giertz's YouTube videos	r=0.84	9yrs	-33
Associates degrees awarded in linguistics	r=0.85	11yrs	-34

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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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