Top variables that correlate with The number of computer hardware engineers in Virginia

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Data source: Bureau of Larbor Statistics
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The number of computer hardware engineers in Virginia correlates with...

Variable	Correlation	Years	Sys. Score
Average length of 'Be Smart' science YouTube videos	r=0.97	10yrs	408
Bachelor's degrees awarded in Transportation	r=0.96	10yrs	403
Solar power generated in Moldova	r=0.97	8yrs	371
Solar power generated in Mozambique	r=0.95	10yrs	340
Solar power generated in Albania	r=0.93	12yrs	339
Google searches for 'Mr. Beast'	r=0.87	19yrs	337
Total length of Deep Look YouTube videos	r=0.95	9yrs	324
Total likes of Steve Mould's YouTube videos	r=0.88	14yrs	308
Solar power generated in Estonia	r=0.91	13yrs	307
Master's degrees awarded in Psychology	r=0.9	10yrs	284
Master's degrees awarded in Business	r=0.88	10yrs	281
Solar power generated in Bosnia and Herzegovina	r=0.94	9yrs	278
Total views on Steve Mould's YouTube videos	r=0.87	14yrs	276
Wind power generated in Moldova	r=0.93	9yrs	266
Average length of OverSimplified YouTube videos	r=0.94	7yrs	265
Solar power generated in Oman	r=0.93	9yrs	256
Solar power generated in Seychelles	r=0.93	8yrs	245
Average number of comments on MrBeast's YouTube videos	r=0.89	11yrs	236
Average length of Extra History YouTube videos	r=0.87	11yrs	224
Solar power generated in Saudi Arabia	r=0.9	10yrs	202
Average length of Computerphile YouTube videos	r=0.86	10yrs	196
MercadoLibre's stock price (MELI)	r=0.85	15yrs	192
Solar power generated in Gabon	r=0.88	10yrs	190
Number of times 18 was a winning Mega Millions number	r=0.77	20yrs	190
Popularity of the first name Kacey	r=0.8	20yrs	190
Popularity of the first name Benny	r=0.8	20yrs	190
Google searches for 'suez canal'	r=0.78	19yrs	188
Sony Group's stock price (SONY)	r=0.78	20yrs	188
Popularity of the first name Gianna	r=0.79	20yrs	188
Average length of Deep Look YouTube videos	r=0.87	9yrs	186
Solar power generated in Kazakhstan	r=0.88	10yrs	180
Average number of comments on LockPickingLawyer YouTube videos	r=0.86	8yrs	174
Popularity of the 'wojak' meme	r=0.77	17yrs	171
Number of Atlantic Hurricanes each year	r=0.8	16yrs	170
Lululemon's stock price (LULU)	r=0.77	15yrs	168
Google searches for 'do vaccines work'	r=0.76	19yrs	166
Average length of Technology Connections YouTube videos	r=0.85	8yrs	162
Popularity of the first name Layne	r=0.78	20yrs	156
Annual US household spending on processed fruits	r=0.7	20yrs	156
US household spending on major appliances	r=0.69	20yrs	154
Popularity of the 'i am once again' meme	r=0.71	17yrs	147
Biomass power generated in Kazakhstan	r=0.89	9yrs	145
The number of movies Grace Kelly appeared in	r=0.67	20yrs	144
The number of movies Zendaya appeared in	r=0.68	12yrs	138
The number of movies Tyrese Gibson appeared in	r=0.62	20yrs	136
Kobe Bryant's Regular Season Points	r=0.72	14yrs	135
Annual US household spending on household furnishings and equipment	r=0.66	20yrs	135
Autodesk's stock price (ADSK)	r=0.74	20yrs	132
Google searches for 'where can i stream friends'	r=0.73	18yrs	130
Popularity of the first name Dario	r=0.76	20yrs	124
Bachelor's degrees awarded in Military technologies	r=0.83	10yrs	124
Fair Isaac's stock price (FICO)	r=0.73	20yrs	120
Google searches for 'Suez Canal'	r=0.71	19yrs	118
Master's degrees awarded in Military technologies	r=0.82	10yrs	112
Advanced Micro Devices' stock price (AMD)	r=0.72	20yrs	109
Popularity of the first name Xiomara	r=0.7	20yrs	104
CoStar Group's stock price (CSGP)	r=0.7	20yrs	96
Associates degrees awarded in consumer sciences	r=0.78	11yrs	96
Google searches for 'Bratz Dolls'	r=0.76	15yrs	96
Electricity generation in Niue	r=0.83	19yrs	86
Adobe's stock price (ADBE)	r=0.69	20yrs	84
Master's degrees awarded in Multi/interdisciplinary studies	r=0.76	10yrs	83
Solar power generated in Chile	r=0.87	9yrs	82
Google searches for 'takeout near me'	r=0.69	18yrs	79
Popularity of the first name Stevie	r=0.68	20yrs	76
Take-Two Interactive Software's stock price (TTWO)	r=0.69	20yrs	74
Associates degrees awarded in Architecture	r=0.75	11yrs	71
Solar power generated in New Caledonia	r=0.85	10yrs	70
Google searches for 'that is sus'	r=0.67	19yrs	67
The average number of likes on Steve Mould's YouTube videos	r=0.83	14yrs	66
Popularity of the first name Billie	r=0.68	20yrs	66
Solar power generated in Argentina	r=0.82	18yrs	64
Taiwan Semiconductor Manufacturing Company's stock price (TSM)	r=0.68	20yrs	63
Master's degrees awarded in Visual and performing arts	r=-0.96	10yrs	60
Google searches for 'roblox'	r=0.69	15yrs	56
Average length of Mark Rober YouTube videos	r=0.84	12yrs	55
Popularity of the first name Keanu	r=0.67	20yrs	55
Solar power generated in Colombia	r=0.82	19yrs	54
Cadence Design Systems' stock price (CDNS)	r=0.69	20yrs	53
Bachelor's degrees awarded in information sciences	r=0.71	10yrs	46
Google searches for 'elon musk'	r=0.7	13yrs	46
Renewable energy production in Saint Vincent/Grenadines	r=0.81	19yrs	43
Copart's stock price (CPRT)	r=0.68	20yrs	43
Average views of Steve Mould's YouTube videos	r=0.81	14yrs	42
Hydopower energy generated in Saint Vincent/Grenadines	r=0.81	19yrs	33
Total comments on Steve Mould's YouTube videos	r=0.8	14yrs	31
T-Mobile Us' stock price (TMUS)	r=0.75	15yrs	24
Petroluem consumption in Armenia	r=0.83	19yrs	23
Amazon.com's stock price (AMZN)	r=0.67	20yrs	10
The average number of likes on LockPickingLawyer YouTube videos	r=0.85	8yrs	8
MSCI Inc.'s stock price (MSCI)	r=0.73	15yrs	0
Total length of Mark Rober YouTube videos	r=0.82	12yrs	-3
Netflix's stock price (NFLX)	r=0.65	20yrs	-12
How provocative PBS Space Time YouTube video titles are	r=0.83	8yrs	-16
ST Microelectronics' stock price (STM)	r=0.68	20yrs	-22
The average number of likes on Matt Parker's YouTube videos	r=0.8	12yrs	-26
Dollar General's stock price (DG)	r=0.73	13yrs	-32
Average number of comments on Technology Connections YouTube videos	r=0.82	8yrs	-37
Garmin's stock price (GRMN)	r=0.68	20yrs	-42
Verisk Analytics' stock price (VRSK)	r=0.72	13yrs	-53

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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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