Top variables that correlate with The number of civil engineers in Massachusetts

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Data source: Bureau of Larbor Statistics
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The number of civil engineers in Massachusetts correlates with...

Variable	Correlation	Years	Sys. Score
Instructor salaries in the US	r=0.94	13yrs	378
Master's degrees awarded in Engineering	r=0.93	10yrs	338
Electricity generation in Cyprus	r=0.88	19yrs	338
Associates degrees awarded in Precision production	r=0.92	11yrs	336
Liquefied petroleum gas used in Poland	r=0.86	20yrs	334
Master's degrees awarded in Engineering technologies	r=0.91	10yrs	316
Total likes of Extra History YouTube videos	r=0.88	11yrs	285
Total views on Mark Rober YouTube videos	r=0.86	12yrs	283
Total length of Simone Giertz's YouTube videos	r=0.89	9yrs	270
Global iPod Sales	r=0.86	9yrs	260
Bachelor's degrees awarded in journalism	r=0.88	10yrs	251
Renewable energy production in Botswana	r=0.86	10yrs	232
Popularity of the first name Julien	r=0.84	20yrs	226
Petroluem consumption in Kiribati	r=0.85	19yrs	226
Bachelor's degrees awarded in Physical sciences	r=0.86	10yrs	223
Solar power generated in Botswana	r=0.86	10yrs	222
Solar power generated in Honduras	r=0.86	10yrs	212
Wind power generated in Somalia	r=0.86	10yrs	192
Number of public school students in 11th grade	r=0.78	20yrs	191
Popularity of the first name Malia	r=0.78	20yrs	186
Biomass power generated in Angola	r=0.85	8yrs	178
University Lecturer salaries in the US	r=0.81	13yrs	173
Automotive recalls issued by Keystone RV Company	r=0.76	20yrs	170
Customer satisfaction with T-Mobile	r=0.77	17yrs	165
US household spending on transportation	r=-0.82	20yrs	163
Number of highschoolers in the US	r=0.72	20yrs	162
Popularity of the first name Damon	r=-0.82	20yrs	162
Number of public school students in 12th grade	r=0.71	20yrs	160
US household spending on pets, toys, and hobbies	r=0.72	20yrs	159
Total regular season games played by Nicklas Backstrom	r=0.71	20yrs	158
Internet Access Rate among US Citizens	r=0.7	20yrs	156
Telkom Indonesia (Persero) Tbk PT's stock price (Persero)	r=0.7	20yrs	156
Annual US household spending on pets, toys, and hobbies	r=0.7	20yrs	156
Google searches for 'instagram'	r=0.77	12yrs	145
Assistant Processor salaries in the US	r=0.72	13yrs	144
Google searches for 'Nintendo'	r=0.74	15yrs	144
GMO use in soybeans	r=0.66	20yrs	141
GMO use in soybeans	r=0.66	20yrs	141
Cheddar cheese consumption	r=0.65	19yrs	140
GMO use in corn	r=0.65	20yrs	140
Google searches for 'restaurant near me'	r=0.73	12yrs	139
Average number of milk cows in the United States	r=0.65	20yrs	136
Valero Energy's stock price (VLO)	r=0.67	20yrs	136
Biomass power generated in Hungary	r=0.8	19yrs	132
Popularity of the first name Sienna	r=0.75	20yrs	132
Total likes of Simone Giertz's YouTube videos	r=0.85	9yrs	128
Associates degrees awarded in Practical nursing	r=-0.97	11yrs	120
Popularity of the first name Julian	r=0.73	20yrs	119
Total likes of Deep Look YouTube videos	r=0.83	9yrs	116
Popularity of the first name Lukas	r=0.73	20yrs	109
Professor salaries in the US	r=0.66	13yrs	106
Average length of minutephysics YouTube videos	r=0.8	12yrs	104
Liquefied petroleum gas used in North Macedonia	r=0.8	19yrs	98
Popularity of the first name Marlee	r=0.72	20yrs	98
Associates degrees awarded in Engineering	r=0.84	11yrs	94
How provocative Simone Giertz's YouTube video titles are	r=0.82	9yrs	94
Petroluem consumption in Sudan	r=0.8	19yrs	88
Associates degrees awarded in Physical sciences	r=0.84	11yrs	84
Popularity of the first name Liliana	r=0.7	20yrs	84
How good 'Be Smart' science YouTube video titles are	r=0.81	10yrs	84
Liquefied petroleum gas used in Bosnia and Herzegovina	r=0.79	19yrs	77
Associates degrees awarded in Physical sciences	r=0.84	11yrs	74
Popularity of the first name Isaias	r=0.7	20yrs	74
Total comments on Simone Giertz's YouTube videos	r=0.81	9yrs	72
Kerosene used in Falkland Islands	r=0.78	19yrs	66
Bachelor's degrees awarded in Engineering	r=0.83	10yrs	64
Popularity of the first name Leila	r=0.7	20yrs	64
How trendy Technology Connections YouTube video titles are	r=0.81	8yrs	62
Bachelor's degrees awarded in Parks & Recreation	r=0.83	10yrs	54
Popularity of the first name Belen	r=0.7	20yrs	54
How clickbait-y Deep Look YouTube video titles are	r=0.8	9yrs	51
Popularity of the first name Kieran	r=0.69	20yrs	43
Associates degrees awarded in Philosophy and religious studies	r=0.82	11yrs	42
How 'hip and with it' Mark Rober YouTube video titles are	r=0.76	12yrs	38
Petroluem consumption in Chile	r=0.76	20yrs	34
Master's degrees awarded in information sciences	r=0.82	10yrs	32
Popularity of the first name Ruby	r=0.68	20yrs	32
How professional-sounding MrBeast's YouTube video titles are	r=0.77	11yrs	28
Liquefied petroleum gas used in Malawi	r=0.76	19yrs	22
Popularity of the first name Hassan	r=0.68	20yrs	22
Master's degrees awarded in Legal professions and studies	r=0.8	10yrs	19
How trendy 3Blue1Brown YouTube video titles are	r=0.77	8yrs	16
Jet fuel used in Nigeria	r=0.76	19yrs	12
Popularity of the first name Lia	r=0.68	20yrs	12
Associates degrees awarded in Liberal arts	r=0.8	11yrs	8
The average number of likes on 'Be Smart' science YouTube videos	r=0.76	10yrs	6
Liquefied petroleum gas used in Dominican Republic	r=0.75	19yrs	1
Associates degrees awarded in Science technologies	r=0.8	11yrs	-2
Average number of comments on 'Be Smart' science YouTube videos	r=0.76	10yrs	-4
Petroluem consumption in Slovakia	r=0.73	20yrs	-11
Bachelor's degrees awarded in Business	r=0.79	10yrs	-12
Total likes of 'Be Smart' science YouTube videos	r=0.76	10yrs	-14
Petroluem consumption in Bosnia and Herzegovina	r=0.73	19yrs	-22
Associates degrees awarded in Communication	r=0.79	11yrs	-23
Total comments on Deep Look YouTube videos	r=0.77	9yrs	-24
Petroluem consumption in Lithuania	r=0.72	20yrs	-32
Associates degrees awarded in Theology	r=0.79	11yrs	-33
Average number of comments on Mark Rober YouTube videos	r=0.74	12yrs	-35
Associates degrees awarded in Mathematics and statistics	r=0.78	11yrs	-44
How clickbait-y Simone Giertz's YouTube video titles are	r=0.76	9yrs	-45

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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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