Top variables that correlate with The number of welders in Alabama

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

Variable	Correlation	Years	Sys. Score
Associates degrees awarded in Multi/interdisciplinary studies	r=0.98	11yrs	406
Associates degrees awarded in Parks & Recreation	r=0.98	11yrs	406
Associates degrees awarded in Liberal arts	r=0.97	11yrs	404
Solar power generated in Kenya	r=0.95	12yrs	402
Solar power generated in Suriname	r=0.95	12yrs	402
Cream and Neufchatel cheese consumption	r=0.92	19yrs	380
Milk-fat consumption	r=0.91	19yrs	379
Fossil fuel use in Sudan	r=0.93	19yrs	376
Average length of Tom Scott's YouTube videos	r=0.93	14yrs	376
How professional-sounding Numberphile YouTube video titles are	r=0.94	12yrs	375
Total likes of The Game Theorists YouTube videos	r=0.92	14yrs	374
Associates degrees awarded in Communication	r=0.96	11yrs	372
Google searches for 'instagram'	r=0.95	12yrs	372
Popularity of the first name Franklin	r=0.9	20yrs	370
Patents granted to Mitsubishi	r=0.95	12yrs	370
Patents granted to Apple	r=0.94	12yrs	369
Patents granted to LG Electronics	r=0.93	12yrs	368
Solar power generated in Madagascar	r=0.95	12yrs	342
Total views on Tom Scott's YouTube videos	r=0.91	14yrs	342
US Bottled Water Consumption per Person	r=0.87	20yrs	342
The number of Breweries in the United States	r=0.85	20yrs	341
Lockheed Martin's stock price (LMT)	r=0.88	20yrs	341
Gender pay gap in the U.S.	r=0.88	19yrs	340
Number of highschoolers in the US	r=0.87	20yrs	340
Cigna's stock price (CI)	r=0.89	20yrs	340
Valero Energy's stock price (VLO)	r=0.89	20yrs	340
Popularity of the first name Rocky	r=0.9	20yrs	340
Median US Household Income	r=0.89	19yrs	338
US per-person consumption of bottled water	r=0.88	20yrs	338
Number of Registered Vehicles in the US	r=0.89	19yrs	338
Average number of milk cows in the United States	r=0.86	20yrs	338
Patents granted to Dell	r=0.94	11yrs	338
US Annual Tax Revenue	r=0.87	19yrs	336
Popularity of the first name Amira	r=0.88	20yrs	336
Annual US household spending on housekeeping supplies	r=0.86	20yrs	335
Bachelor's degrees awarded in Health professions	r=0.96	10yrs	333
Solar power generated in Aruba	r=0.94	12yrs	330
Master's degrees awarded in Public administration	r=0.96	10yrs	323
Solar power generated in Burundi	r=0.94	12yrs	320
Associates degrees awarded in Engineering	r=0.95	11yrs	311
Solar power generated in Malta	r=0.93	13yrs	310
American Electric Power Company's stock price (AEP)	r=0.89	20yrs	310
Popularity of the first name Rowan	r=0.87	20yrs	305
Total views on Mark Rober YouTube videos	r=0.93	12yrs	304
Solar power generated in Tanzania	r=0.94	12yrs	300
Markel's stock price (MKL)	r=0.9	20yrs	300
Popularity of the first name Phoenix	r=0.87	20yrs	295
The Walt Disney Company's stock price (DIS)	r=0.85	20yrs	288
Popularity of the first name Bo	r=0.87	20yrs	285
Amgen's stock price (AMGN)	r=0.87	20yrs	276
Popularity of the first name Lorenzo	r=0.86	20yrs	274
Bachelor's degrees awarded in Agriculture	r=0.95	10yrs	272
Medtronic's stock price (MDT)	r=0.87	20yrs	266
Popularity of the first name Emilio	r=0.86	20yrs	264
Bachelor's degrees awarded in biomedical sciences	r=0.95	10yrs	262
Renewable energy production in Botswana	r=0.95	10yrs	260
Becton, Dickinson and Company's stock price (BDX)	r=0.87	20yrs	256
Popularity of the first name Josephine	r=0.86	20yrs	254
Master's degrees awarded in Biological and biomedical sciences	r=0.95	10yrs	252
Solar power generated in Botswana	r=0.95	10yrs	250
CME Group's stock price (CME)	r=0.87	20yrs	246
Popularity of the first name Warren	r=0.86	20yrs	244
Associates degrees awarded in Physical sciences	r=0.95	11yrs	241
Renewable energy production in Chile	r=0.89	19yrs	240
Ryanair Holdings' stock price (RYAAY)	r=0.87	20yrs	236
Popularity of the first name Lewis	r=0.86	20yrs	234
Associates degrees awarded in Physical sciences	r=0.94	11yrs	230
Solar power generated in Pakistan	r=0.93	12yrs	229
Hormel Foods' stock price (HRL)	r=0.87	20yrs	226
Popularity of the first name Georgia	r=0.86	20yrs	224
Bachelor's degrees awarded in Engineering	r=0.94	10yrs	220
Electricity generation in Cambodia	r=0.88	19yrs	218
Johnson & Johnson's stock price (JNJ)	r=0.86	20yrs	215
Popularity of the first name River	r=0.86	20yrs	214
Master's degrees awarded in journalism	r=0.94	10yrs	210
Electricity generation in Guatemala	r=0.88	19yrs	208
RELX PLC's stock price (RELX)	r=0.87	20yrs	205
Popularity of the first name Rhett	r=0.86	20yrs	204
Master's degrees awarded in Health professions and related programs	r=0.94	10yrs	200
Solar power generated in Honduras	r=0.94	10yrs	198
Sempra's stock price (SRE)	r=0.86	20yrs	195
Popularity of the first name Houston	r=0.86	20yrs	194
Associates degrees awarded in Psychology	r=0.93	11yrs	188
Solar power generated in North Macedonia	r=0.93	11yrs	188
Kimberly-Clark's stock price (KMB)	r=0.86	20yrs	185
Popularity of the first name Kane	r=0.86	20yrs	184
Bachelor's degrees awarded in Mathematics and statistics	r=0.93	10yrs	178
Biomass power generated in Cambodia	r=0.87	19yrs	177
The Allstate Corporation's stock price (ALL)	r=0.86	20yrs	175
Popularity of the first name Conrad	r=0.86	20yrs	174
Biomass power generated in Japan	r=0.87	19yrs	167
Associates degrees awarded in Business administration	r=0.92	11yrs	166
Constellation Brands' stock price (STZ)	r=0.85	20yrs	164
Popularity of the first name Emilia	r=0.86	20yrs	164
Associates degrees awarded in Science technologies	r=0.92	11yrs	156
Wind power generated in Peru	r=0.86	19yrs	156
Public Service Enterprise Group's stock price (PEG)	r=0.85	20yrs	154
Popularity of the first name Tobias	r=0.86	20yrs	154
Associates degrees awarded in Social sciences and history	r=0.92	11yrs	146
Solar power generated in South Africa	r=0.86	19yrs	146
Popularity of the first name Santana	r=0.86	20yrs	144

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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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