Top variables that correlate with The number of computer programmers in Minnesota

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

Variable	Correlation	Years	Sys. Score
Popularity of the first name Hunter	r=0.92	20yrs	372
Popularity of the first name Bradley	r=0.92	20yrs	372
Bachelor's degrees awarded in Theology and religious vocations	r=0.94	10yrs	340
Popularity of the first name Justice	r=0.9	20yrs	340
How insightful LockPickingLawyer YouTube video titles are	r=0.94	8yrs	321
Average views of SciShow Space YouTube videos	r=0.92	9yrs	319
Total views on SciShow Space YouTube videos	r=0.92	9yrs	319
Popularity of the first name Mckenzie	r=0.89	20yrs	308
Popularity of the first name Victoria	r=0.88	20yrs	296
Wind power generated in Samoa	r=0.9	8yrs	296
Popularity of the first name Kassidy	r=0.88	20yrs	286
Master's degrees awarded in Visual and performing arts	r=0.89	10yrs	282
Master's degrees awarded in Architecture	r=0.88	10yrs	281
Popularity of the first name Luke	r=0.87	20yrs	275
Amazon's shipping revenue in millions of dollars	r=0.87	11yrs	274
Total views on PBS Space Time YouTube videos	r=0.91	8yrs	272
Popularity of the first name Julianna	r=0.87	20yrs	265
Number of articles Matt Levine published on Bloomberg on Fridays	r=0.9	9yrs	265
How 'hip and with it' LockPickingLawyer YouTube video titles are	r=0.91	8yrs	262
Per capita consumption of margarine	r=0.89	7yrs	258
Popularity of the first name Emma	r=0.86	20yrs	254
Culinary Associates degrees awarded	r=0.85	11yrs	246
Popularity of the first name Alexa	r=0.85	20yrs	242
Popularity of the first name Courteney	r=0.97	6yrs	231
Academy Awards Ceremony Audience Size	r=0.83	20yrs	226
Master's degrees awarded in gender studies	r=0.86	10yrs	223
Average length of LockPickingLawyer YouTube videos	r=0.9	8yrs	220
Average number of comments on SciShow Space YouTube videos	r=0.87	9yrs	206
Number of Slot Machines in Nevada	r=0.8	20yrs	198
How geeky LockPickingLawyer YouTube video titles are	r=0.87	8yrs	196
Jet fuel used in Gabon	r=0.82	19yrs	192
Gasoline pumped in Australia	r=0.81	20yrs	191
US household spending on shoes	r=0.79	20yrs	190
US Tobacco Production	r=0.78	20yrs	188
The distance between Uranus and the Sun	r=0.77	20yrs	188
The distance between Uranus and Earth	r=0.77	20yrs	188
The distance between Uranus and the moon	r=0.77	20yrs	188
Movie ticket sales in the U.S. and Canada by year	r=0.76	20yrs	185
Total views on Computerphile YouTube videos	r=0.85	10yrs	184
Popularity of the 'wojak' meme	r=-0.88	17yrs	174
Popularity of the 'spiderman pointing' meme	r=-0.89	17yrs	174
Netflix's stock price (NFLX)	r=-0.87	20yrs	172
Amazon.com's stock price (AMZN)	r=-0.87	20yrs	171
Google searches for 'Mr. Beast'	r=-0.89	19yrs	170
Autodesk's stock price (ADSK)	r=-0.89	20yrs	170
Annual US household spending on bakery products	r=-0.86	20yrs	167
Google searches for 'who is alexa'	r=-0.87	16yrs	166
Google searches for 'roblox'	r=-0.89	15yrs	166
The marriage rate in Minnesota	r=0.77	19yrs	166
Annual US household spending on fish and seafood	r=-0.85	20yrs	166
Google's Annual Global Revenue	r=-0.84	20yrs	165
NASA's budget as a percentage of the total US Federal Budget	r=0.72	20yrs	165
Google's Advertising Revenue	r=-0.83	20yrs	164
Google's annual advertising revenue	r=-0.83	20yrs	164
Jet fuel used in Equatorial Guinea	r=0.8	19yrs	158
Liquefied petroleum gas used in Yemen	r=0.79	19yrs	147
Adobe's stock price (ADBE)	r=-0.88	20yrs	139
Gasoline pumped in Saint Pierre and Miquelon	r=0.78	19yrs	136
Google searches for 'takeout near me'	r=-0.86	18yrs	136
Annual US household spending on other household products	r=-0.85	20yrs	136
The Progressive Corporation's stock price (PGR)	r=-0.88	20yrs	129
Annual US household spending on processed fruits	r=-0.84	20yrs	125
Kerosene used in Equatorial Guinea	r=0.77	19yrs	124
Take-Two Interactive Software's stock price (TTWO)	r=-0.88	20yrs	119
Popularity of the first name Melanie	r=0.85	20yrs	117
Popularity of the first name Shaniqua	r=0.92	8yrs	116
Annual US household spending on home maintenance	r=-0.84	20yrs	115
Copart's stock price (CPRT)	r=-0.87	20yrs	108
Popularity of the first name Isaac	r=0.84	20yrs	106
Annual US household spending on household furnishings and equipment	r=-0.84	20yrs	105
Fair Isaac's stock price (FICO)	r=-0.87	20yrs	98
Solar power generated in Brazil	r=-0.87	19yrs	98
Popularity of the first name Autumn	r=0.84	20yrs	96
Electricity generation in Comoros	r=-0.86	19yrs	88
Microsoft's stock price (MSFT)	r=-0.83	20yrs	87
Popularity of the first name Ivan	r=0.84	20yrs	86
Solar power generated in Senegal	r=-0.87	19yrs	78
Intuitive Surgical's stock price (ISRG)	r=-0.86	20yrs	77
Popularity of the first name Skyler	r=0.84	20yrs	76
Solar power generated in Sweden	r=-0.86	19yrs	68
Align Technology's stock price (ALGN)	r=-0.86	20yrs	67
Popularity of the first name Audra	r=0.84	20yrs	66
ResMed's stock price (RMD)	r=-0.86	20yrs	57
Popularity of the first name Ansley	r=0.84	20yrs	56
Solar power generated in Argentina	r=-0.86	18yrs	56
Apple's stock price (AAPL)	r=-0.82	20yrs	46
Wind power generated in Argentina	r=-0.84	19yrs	46
Taiwan Semiconductor Manufacturing Company's stock price (TSM)	r=-0.85	20yrs	36
Renewable energy production in Bolivia	r=-0.84	19yrs	36
Popularity of the first name Benjamin	r=0.83	20yrs	34
Texas Instruments' stock price (TXN)	r=-0.85	20yrs	26
Solar power generated in Colombia	r=-0.85	19yrs	26
NextEra Energy's stock price (NEE)	r=-0.85	20yrs	16
Fossil fuel use in Germany	r=0.76	19yrs	16
Deere & Company's stock price (DE)	r=-0.85	20yrs	6
Solar power generated in Mexico	r=-0.85	19yrs	6
Stryker's stock price (SYK)	r=-0.85	20yrs	-4
Solar power generated in Taiwan	r=-0.84	19yrs	-4
Republic Services' stock price (RSG)	r=-0.85	20yrs	-14
Wind power generated in Thailand	r=-0.84	19yrs	-14
IDEXX Laboratories' stock price (IDXX)	r=-0.85	20yrs	-24

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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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