Top variables that correlate with The number of environmental engineers in Virginia

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

Variable	Correlation	Years	Sys. Score
Bachelor's degrees awarded in gender studies	r=0.95	10yrs	372
How 'hip and with it' Matt Parker's YouTube video titles are	r=0.9	12yrs	339
Bachelor's degrees awarded in Liberal arts	r=0.93	10yrs	338
Viewership count for Days of Our Lives	r=0.85	19yrs	337
Popularity of the first name Kendal	r=0.88	20yrs	336
Popularity of the first name Elissa	r=0.88	20yrs	336
Popularity of the first name Dwight	r=0.88	20yrs	336
US household spending on prescription drugs	r=0.87	20yrs	336
US household spending on processed fruits	r=0.86	20yrs	335
Liquefied petroleum gas used in Djibouti	r=0.87	19yrs	334
Liquefied petroleum gas used in Norway	r=0.86	20yrs	334
Bachelor's degrees awarded in Social sciences and history	r=0.91	10yrs	316
Popularity of the first name Colin	r=0.87	20yrs	305
Cenovus Energy's stock price (CVE)	r=0.9	13yrs	304
Google searches for 'xkcd'	r=0.85	16yrs	301
Popularity of the first name Staci	r=0.87	20yrs	295
Master's degrees awarded in Social sciences and history	r=0.91	10yrs	286
Total views on minutephysics YouTube videos	r=0.88	12yrs	286
Popularity of the first name Whitney	r=0.86	20yrs	284
Master's degrees awarded in Transportation	r=0.91	10yrs	276
Popularity of the first name Alison	r=0.86	20yrs	274
How fun Deep Look YouTube video titles are	r=0.87	9yrs	266
Popularity of the first name Kolby	r=0.86	20yrs	264
Popularity of the first name Melisa	r=0.86	20yrs	254
Popularity of the first name Brant	r=0.86	20yrs	244
Bachelor's degrees awarded in literature	r=0.9	10yrs	234
Popularity of the first name Cayla	r=0.85	20yrs	232
Remaining Forest Cover in the Brazilian Amazon	r=0.83	20yrs	232
US household spending on dairy products	r=0.83	20yrs	226
US household spending on fresh milk and cream	r=0.83	20yrs	226
Liquefied petroleum gas used in Japan	r=0.84	20yrs	226
Popularity of the first name Geoffrey	r=0.85	20yrs	222
Bachelor's degrees awarded in Philosophy	r=0.89	10yrs	222
Popularity of the first name Christin	r=0.85	20yrs	212
Master's degrees awarded in literature	r=0.88	10yrs	211
Popularity of the first name Lexis	r=0.85	20yrs	202
US birth rates of triplets or more	r=0.83	19yrs	202
Associates degrees awarded in Fire control and safety	r=0.88	11yrs	200
Burglary rates in the US	r=0.79	20yrs	197
Milk consumption	r=0.78	19yrs	196
Kerosene used in Bangladesh	r=0.84	19yrs	194
GMO use in cotton	r=0.8	20yrs	194
The distance between Neptune and the Sun	r=0.81	20yrs	194
The distance between Neptune and Earth	r=0.81	20yrs	194
The distance between Neptune and the moon	r=0.81	20yrs	194
Arson in United States	r=0.77	20yrs	194
Google searches for 'matt parker'	r=0.81	19yrs	193
Popularity of the first name Lissette	r=0.85	20yrs	192
Cigarette Smoking Rate for US adults	r=0.81	19yrs	192
US household spending on postage and stationery	r=0.8	20yrs	191
US household spending on books	r=0.79	20yrs	190
Associates degrees awarded in Management information systems	r=0.87	11yrs	189
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.81	19yrs	188
US household spending on clothin for women	r=0.78	20yrs	188
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.79	19yrs	186
US household spending on clothing	r=0.77	20yrs	186
Popularity of the first name Krysten	r=0.85	20yrs	182
Associates degrees awarded in Engineering technologies	r=0.87	11yrs	179
Number of public school students in 11th grade	r=-0.9	20yrs	174
Google searches for 'report UFO sighting'	r=0.77	19yrs	173
Number of highschoolers in the US	r=-0.88	20yrs	172
Burglaries in Virginia	r=0.75	20yrs	171
NASA's budget as a percentage of the total US Federal Budget	r=0.75	20yrs	170
Edison International's stock price (EIX)	r=-0.89	20yrs	170
Associates degrees awarded in Criminal justice and corrections	r=0.87	11yrs	169
The distance between Neptune and Mercury	r=0.8	20yrs	162
Associates degrees awarded in Visual and performing arts	r=0.87	11yrs	159
US average milk-fat content of frozen dairy products	r=0.79	19yrs	156
Fossil fuel use in U.S. Virgin Islands	r=0.81	19yrs	153
Associates degrees awarded in law enforcement	r=0.86	11yrs	148
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.78	19yrs	144
Kerosene used in Djibouti	r=0.83	19yrs	143
Associates degrees awarded in Legal professions and studies	r=0.86	11yrs	138
US Bottled Water Consumption per Person	r=-0.86	20yrs	133
Electricity generation in U.S. Virgin Islands	r=0.8	19yrs	132
Associates degrees awarded in Visual and performing arts	r=0.86	11yrs	128
Milk-fat consumption	r=-0.87	19yrs	124
Kerosene used in Eswatini	r=0.82	19yrs	122
Biomass power generated in Sierra Leone	r=0.85	8yrs	118
Brick cheese consumption	r=0.77	19yrs	113
Gasoline pumped in Switzerland	r=0.82	20yrs	112
Master's degrees awarded in Library science	r=0.86	10yrs	103
Italian-type cheese consumption	r=-0.85	19yrs	102
Kerosene used in Uruguay	r=0.82	19yrs	102
Bachelor's degrees awarded in Education	r=0.85	10yrs	92
Mozzarella cheese consumption	r=-0.83	19yrs	90
Kerosene used in Israel	r=0.8	20yrs	90
Bachelor's degrees awarded in linguistics	r=0.85	10yrs	82
Average number of milk cows in the United States	r=-0.86	20yrs	80
Petroluem consumption in Japan	r=0.8	20yrs	80
Kerosene used in Norway	r=0.8	20yrs	70
Popularity of the first name Colby	r=0.85	20yrs	67
Fossil fuel use in Luxembourg	r=0.78	19yrs	58
Popularity of the first name Nicole	r=0.84	20yrs	56
Popularity of the first name Paige	r=0.84	20yrs	46
Hydopower energy generated in Syria	r=0.78	19yrs	38
Popularity of the first name Alexia	r=0.84	20yrs	36
Kerosene used in Belgium	r=0.79	20yrs	28
Gasoline pumped in Italy	r=0.79	20yrs	18
Kerosene used in Macau	r=0.8	19yrs	8
Gasoline pumped in Norway	r=0.79	20yrs	-2

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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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