Top variables that correlate with Total Federal Construction Expenditure in the United States

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Data source: Statista
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Total Federal Construction Expenditure in the United States correlates with...

Variable	Correlation	Years	Has img?
The number of food scientists and technologists in North Carolina	r=0.84	19yrs	Yes!

Total Federal Construction Expenditure in the United States also correlates with...

Variable	Correlation	Years	Sys. Score
Biomass power generated in Netherlands	r=0.9	23yrs	376
Number of Las Vegas Hotel Room Check-Ins	r=0.94	15yrs	375
London Gold Prices	r=0.94	14yrs	368
Organic Food Sales Volume in the United States	r=0.92	13yrs	364
The number of university political science teachers in Arkansas	r=0.91	19yrs	352
The number of cardiovascular technicians in Florida	r=0.91	20yrs	352
The number of training and development managers in Virginia	r=0.91	19yrs	352
Hydopower energy generated in Brazil	r=0.9	23yrs	346
US household spending on property taxes	r=0.89	23yrs	342
Popularity of the first name Sophie	r=0.87	24yrs	339
Global shipwrecks	r=0.87	16yrs	338
Petroluem consumption in Afghanistan	r=0.87	23yrs	338
The price of gold	r=0.87	16yrs	337
The number of urban planners in California	r=0.9	20yrs	321
Ticket sales for Minnesota Twins games	r=0.88	21yrs	320
Votes for the Democratic Presidential candidate in Alaska	r=0.97	6yrs	316
Votes for the Democratic Presidential candidate in Maryland	r=0.96	6yrs	314
Votes for the Democratic Presidential candidate in North Carolina	r=0.96	6yrs	314
Gasoline pumped in Afghanistan	r=0.87	23yrs	308
New York Times Fiction Best Sellers	r=0.85	16yrs	304
Liquefied petroleum gas used in Congo-Brazzaville	r=0.87	23yrs	298
Gasoline pumped in Angola	r=0.86	23yrs	286
Air quality in Vicksburg, Mississippi	r=0.95	7yrs	284
Votes for the Democratic Presidential candidate in Virginia	r=0.96	6yrs	284
The number of postsecondary art, drama, and music teachers in Arkansas	r=0.9	19yrs	280
Jet fuel used in Gambia	r=0.85	22yrs	274
Votes for the Democratic Presidential candidate in South Carolina	r=0.95	6yrs	272
The number of university philosophy and religion teachers in Tennessee	r=0.89	20yrs	270
The number of marriage therapists in New Jersey	r=0.88	20yrs	258
The number of civil engineers in Alaska	r=0.87	20yrs	246
The number of colelge chemistry teachers in Arkansas	r=0.87	19yrs	236
Air quality in Blytheville, Arkansas	r=0.94	7yrs	232
Votes for the Democratic Presidential candidate in Nevada	r=0.95	6yrs	232
Popularity of the first name Lila	r=0.85	24yrs	231
Popularity of the first name Cooper	r=0.84	24yrs	230
Customer satisfaction with Southwest Airlines	r=0.83	23yrs	230
GMO use in corn	r=0.79	23yrs	228
The number of university engineering teachers in Michigan	r=0.86	20yrs	225
Number of public school students in 12th grade	r=0.78	24yrs	225
Agnico Eagle Mines' stock price (AEM)	r=0.82	21yrs	225
Customer satisfaction with Apple	r=0.79	23yrs	224
Air quality in Blytheville, Arkansas	r=0.94	7yrs	222
Votes for the Republican Presidential candidate in Arkansas	r=0.95	6yrs	222
Hollister retail store count worldwide	r=0.79	23yrs	222
Air quality in Dodge City	r=0.83	24yrs	216
Air quality in Dodge City	r=0.83	24yrs	216
The number of pharmacists in Virginia	r=0.85	20yrs	215
GMO use in cotton in California	r=0.84	23yrs	213
GMO use in corn grown in Indiana	r=0.81	23yrs	212
Votes for the Democratic Presidential candidate in Delaware	r=0.94	6yrs	211
Ticket sales for Boston Red Sox games	r=0.83	21yrs	208
The number of college psychology teachers in Arkansas	r=0.86	19yrs	204
Votes for the Democratic Presidential candidate in Virginia	r=0.94	6yrs	201
Popularity of the first name Madilyn	r=0.83	24yrs	198
The number of anesthesiologists in California	r=0.86	19yrs	194
Votes for the Republican Presidential candidate in Massachusetts	r=0.93	6yrs	190
Popularity of the first name Micah	r=0.82	24yrs	186
Air quality in Truckee, California	r=0.84	24yrs	184
The number of tax preparers in Maryland	r=0.85	20yrs	184
GMO use in corn grown in Michigan	r=0.8	23yrs	180
Votes for the Republican Presidential candidate in Mississippi	r=0.93	6yrs	180
Popularity of the first name Giovanni	r=0.82	24yrs	176
The number of personal financial advisors in Alaska	r=0.87	18yrs	174
Air quality in Truckee, California	r=0.83	24yrs	172
Votes for the Democratic Presidential candidate in New Hampshire	r=0.93	6yrs	170
GMO use in corn grown in Iowa	r=0.79	23yrs	168
Popularity of the first name Cruz	r=0.82	24yrs	166
Nuclear power generation in Romania	r=0.85	23yrs	163
Votes for the Republican Presidential candidate in Virginia	r=0.93	6yrs	160
GMO use in corn grown in Kansas	r=0.79	23yrs	158
Popularity of the first name Layla	r=0.82	24yrs	156
Votes for the Democratic Presidential candidate in Colorado	r=0.93	6yrs	150
Fossil fuel use in Norway	r=0.83	23yrs	150
GMO use in corn grown in Wisconsin	r=0.79	23yrs	148
Popularity of the first name Madelynn	r=0.82	24yrs	146
Air quality in Bremerton, Washington	r=0.82	24yrs	141
Electricity generation in El Salvador	r=0.82	23yrs	138
Popularity of the first name Jonah	r=0.81	24yrs	135
The number of printing press operators in Oklahoma	r=0.9	13yrs	134
Electricity generation in Netherlands	r=0.82	23yrs	128
Popularity of the first name Grady	r=0.81	24yrs	125
The number of credit counselors in Indiana	r=0.89	13yrs	122
Petroluem consumption in Brunei	r=0.84	23yrs	118
Popularity of the first name Jude	r=0.81	24yrs	115
The number of librarians in North Carolina	r=0.86	16yrs	111
Petroluem consumption in Togo	r=0.84	23yrs	108
Popularity of the first name Julien	r=0.8	24yrs	104
Electricity generation in Antigua and Barbuda	r=0.81	23yrs	97
Popularity of the first name Leila	r=0.8	24yrs	94
Renewable energy production in Bhutan	r=0.81	23yrs	87
Popularity of the first name Liliana	r=0.79	24yrs	82
Hydopower energy generated in Bhutan	r=0.81	23yrs	77
Popularity of the first name Phoebe	r=0.79	24yrs	72
Fossil fuel use in Grenada	r=0.81	23yrs	67
Popularity of the first name Anderson	r=0.79	24yrs	62
Petroluem consumption in Bosnia and Herzegovina	r=0.83	23yrs	57
Popularity of the first name Liana	r=0.78	24yrs	50
Petroluem consumption in Cameroon	r=0.83	23yrs	47
Popularity of the first name Jazlyn	r=0.78	24yrs	40
Electricity generation in Cyprus	r=0.8	23yrs	36
Popularity of the first name Chana	r=0.78	24yrs	30

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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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