Top variables that correlate with The number of welders in California

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Data source: Bureau of Larbor Statistics
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The number of welders in California correlates with...

Variable	Correlation	Years	Has img?
Master's degrees awarded in Public administration	r=0.98	10yrs	Yes!

The number of welders in California also correlates with...

Variable	Correlation	Years	Sys. Score
Associates degrees awarded in Parks & Recreation	r=0.98	11yrs	406
Solar power generated in Suriname	r=0.97	12yrs	405
Associates degrees awarded in Communication	r=0.97	11yrs	404
Google searches for 'instagram'	r=0.96	12yrs	404
Solar power generated in Kenya	r=0.95	12yrs	402
Bachelor's degrees awarded in Health professions	r=0.96	10yrs	373
Solar power generated in Madagascar	r=0.95	12yrs	372
Total likes of The Game Theorists YouTube videos	r=0.91	14yrs	372
Popularity of the first name Beverly	r=0.91	20yrs	371
Paypal's Number of Active Registered User Accounts	r=0.92	13yrs	367
Associates degrees awarded in Business administration	r=0.95	11yrs	361
Associates degrees awarded in Multi/interdisciplinary studies	r=0.95	11yrs	351
Average length of Numberphile YouTube videos	r=0.92	12yrs	342
How cool LEMMiNO YouTube video titles are	r=0.92	11yrs	341
Solar power generated in Aruba	r=0.94	12yrs	340
Popularity of the first name Reyna	r=0.89	20yrs	338
Patents granted to Dell	r=0.94	11yrs	338
Google searches for 'whatsapp'	r=0.91	13yrs	337
Patents granted to LG Electronics	r=0.91	12yrs	334
Patents granted to Apple	r=0.91	12yrs	334
Patents granted to Toyota	r=0.91	12yrs	334
Patents granted to Mitsubishi	r=0.91	12yrs	334
Solar power generated in Tanzania	r=0.94	12yrs	330
Solar power generated in Burundi	r=0.93	12yrs	319
Bachelor's degrees awarded in Agriculture	r=0.96	10yrs	313
Intercountry adoptions	r=0.9	11yrs	309
Visa Inc.'s stock price (V)	r=0.9	14yrs	305
US GDP per capita	r=0.89	14yrs	304
Bachelor's degrees awarded in biomedical sciences	r=0.96	10yrs	303
Global Rice Consumption	r=0.88	14yrs	302
Charter Communications' stock price (CHTR)	r=0.89	13yrs	301
American Water Works Company's stock price (AWK)	r=0.87	14yrs	300
Associates degrees awarded in Liberal arts	r=0.95	11yrs	291
Google searches for 'restaurant near me'	r=0.89	12yrs	283
Solar power generated in North Macedonia	r=0.95	11yrs	281
Total likes of Tom Scott's YouTube videos	r=0.88	14yrs	278
US Motorcycle Manufacturing Industry Revenue	r=0.89	10yrs	276
Patents granted to Samsung Electronics	r=0.85	12yrs	276
Renewable energy production in U.S. Virgin Islands	r=0.94	11yrs	270
Average number of comments on Steve Mould's YouTube videos	r=0.88	14yrs	268
Renewable energy production in The Bahamas	r=0.93	12yrs	259
Annual book sales in the US	r=0.85	10yrs	257
Average length of Tom Scott's YouTube videos	r=0.87	14yrs	256
Number of Automotive Franchise Establishments in the US	r=0.87	8yrs	256
Associates degrees awarded in Engineering	r=0.94	11yrs	250
Solar power generated in The Bahamas	r=0.93	12yrs	249
Total views on Tom Scott's YouTube videos	r=0.87	14yrs	246
Verisk Analytics' stock price (VRSK)	r=0.87	13yrs	240
Associates degrees awarded in Psychology	r=0.94	11yrs	240
Solar power generated in Malta	r=0.92	13yrs	238
Total length of Steve Mould's YouTube videos	r=0.87	14yrs	236
Dollar General's stock price (DG)	r=0.87	13yrs	230
Master's degrees awarded in Biological and biomedical sciences	r=0.94	10yrs	230
Wind power generated in Mauritania	r=0.94	10yrs	228
The average number of likes on The Game Theorists YouTube videos	r=0.86	14yrs	225
Popularity of the first name Quincy	r=0.83	20yrs	224
Master's degrees awarded in law enforcement and firefighting	r=0.94	10yrs	220
Solar power generated in Pakistan	r=0.92	12yrs	218
Broadcom's stock price (AVGO)	r=0.85	13yrs	216
Average number of comments on Technology Connections YouTube videos	r=0.92	8yrs	213
Associates degrees awarded in Physical sciences	r=0.93	11yrs	208
Renewable energy production in Bahrain	r=0.93	10yrs	207
Average length of Technology Connections YouTube videos	r=0.92	8yrs	203
Associates degrees awarded in Physical sciences	r=0.93	11yrs	198
Solar power generated in Bahrain	r=0.93	10yrs	197
Ameren's stock price (AEE)	r=0.84	20yrs	197
Popularity of the first name Alma	r=0.82	20yrs	192
Associates degrees awarded in Social sciences and history	r=0.93	11yrs	188
Jet fuel used in South Sudan	r=0.94	10yrs	186
US average dairy skim-solid content of fluid beverage milk	r=0.78	19yrs	184
Associates degrees awarded in Social sciences	r=0.93	11yrs	178
How professional-sounding Numberphile YouTube video titles are	r=0.88	12yrs	176
US Undergraduate Enrollment	r=-0.89	20yrs	170
Associates degrees awarded in Mathematics and statistics	r=0.92	11yrs	166
Average length of LEMMiNO YouTube videos	r=0.89	11yrs	166
Associates degrees awarded in History	r=0.92	11yrs	156
Solar power generated in Croatia	r=0.92	10yrs	156
How clickbait-y CGP Grey YouTube video titles are	r=0.88	12yrs	156
Popularity of the first name Kari	r=0.79	20yrs	148
Renewable energy production in Botswana	r=0.91	10yrs	144
The average number of likes on Mark Rober YouTube videos	r=0.86	12yrs	143
Popularity of the first name Mara	r=0.79	20yrs	138
Solar power generated in Botswana	r=0.91	10yrs	134
Total views on Mark Rober YouTube videos	r=0.86	12yrs	133
Bachelor's degrees awarded in Mathematics and statistics	r=0.93	10yrs	128
Popularity of the first name Joan	r=0.79	20yrs	128
Biomass power generated in Azerbaijan	r=0.91	9yrs	123
Truist Financial's stock price (TFC)	r=0.8	20yrs	121
Popularity of the first name Miriam	r=0.78	20yrs	116
Total length of SciShow Space YouTube videos	r=0.89	9yrs	110
Boston Scientific's stock price (BSX)	r=0.78	20yrs	108
Popularity of the first name Dawson	r=0.77	20yrs	105
Average length of Computerphile YouTube videos	r=0.87	10yrs	98
Popularity of the first name Russell	r=0.76	20yrs	94
The average number of likes on LockPickingLawyer YouTube videos	r=0.88	8yrs	87
Popularity of the first name Shay	r=0.76	20yrs	84
Activision Blizzard's stock price (ATVI)	r=0.84	13yrs	80
Average length of PBS Space Time YouTube videos	r=0.87	8yrs	76
Popularity of the first name Lorraine	r=0.76	20yrs	74
Popularity of the first name Aliyah	r=-0.9	20yrs	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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