Top variables that correlate with The number of construction equipment operators in Iowa

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Data source: Bureau of Larbor Statistics
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The number of construction equipment operators in Iowa correlates with...

Variable	Correlation	Years	Sys. Score
Annual US household spending on housing	r=0.96	20yrs	410
Annual US household spending on entertainment	r=0.96	20yrs	410
Number of Registered Vehicles in the US	r=0.96	19yrs	409
Popularity of the first name Amira	r=0.95	20yrs	407
Liquefied petroleum gas used in Dominican Republic	r=0.95	19yrs	406
US Bottled Water Consumption per Person	r=0.94	20yrs	383
Electricity generation in Solomon Islands	r=0.95	19yrs	379
Fossil fuel use in Solomon Islands	r=0.95	19yrs	379
US Annual Tax Revenue	r=0.95	19yrs	378
Milk-fat consumption	r=0.9	19yrs	378
Italian-type cheese consumption	r=0.9	19yrs	378
Average number of milk cows in the United States	r=0.93	20yrs	378
Ticket prices at North American movie theaters	r=0.92	20yrs	377
Number of public school students in 11th grade	r=0.92	20yrs	377
Inflation in the US	r=0.93	20yrs	376
Annual Revenue of Walt Disney Company	r=0.91	20yrs	376
US per-person consumption of bottled water	r=0.93	20yrs	376
Number of highschoolers in the US	r=0.91	20yrs	376
The distance between Neptune and Uranus	r=0.92	20yrs	376
Popularity of the first name Lucia	r=0.94	20yrs	376
Popularity of the first name Raphael	r=0.94	20yrs	376
Annual US household spending on food	r=0.93	20yrs	376
Number of public school students in 12th grade	r=0.9	20yrs	374
Chubb's stock price (CB)	r=0.92	20yrs	374
Duke Energy's stock price (DUK)	r=0.92	20yrs	374
Economic output of Washington metro area	r=0.92	19yrs	373
U.S. direct investment abroad	r=0.91	19yrs	373
Google searches for 'cold shower'	r=0.91	19yrs	373
PepsiCo's stock price (PEP)	r=0.91	20yrs	372
USA Population	r=0.9	20yrs	371
Adidas Group's Global Net Sales	r=0.91	20yrs	370
US GDP per capita	r=0.92	14yrs	368
Google searches for 'reddit'	r=0.9	15yrs	368
Electricity generation in Bahrain	r=0.94	19yrs	348
Average milk produced per cow in the US	r=0.91	20yrs	346
Popularity of the first name Bo	r=0.94	20yrs	346
Annual US household spending on property taxes	r=0.93	20yrs	346
Archer-Daniels-Midland Company's stock price (ADM)	r=0.91	20yrs	342
Fossil fuel use in Bahrain	r=0.94	19yrs	338
Popularity of the first name Asa	r=0.94	20yrs	336
Annual US household spending on rented dwellings	r=0.93	20yrs	336
US milk fat used to produce cheese (excluding cottage cheese)	r=0.92	19yrs	333
Canadian National Railway Company's stock price (CNI)	r=0.9	20yrs	331
Annual US household spending on utilities	r=0.93	20yrs	326
Electricity generation in Costa Rica	r=0.93	19yrs	326
Popularity of the first name Naomi	r=0.93	20yrs	324
US production of cheese (other than cottage cheese)	r=0.91	19yrs	322
Colgate-Palmolive Company's stock price (CL)	r=0.9	20yrs	321
Electricity generation in Gambia	r=0.93	19yrs	316
Popularity of the first name Luciano	r=0.93	20yrs	314
Annual US household spending on healthcare	r=0.92	20yrs	314
US production of sour cream	r=0.91	19yrs	312
The Travelers Companies' stock price (TRV)	r=0.91	20yrs	311
Fossil fuel use in Gambia	r=0.93	19yrs	306
Annual US household spending on pets, toys, and hobbies	r=0.92	20yrs	304
US milk fat used to produce sour cream	r=0.91	19yrs	302
Popularity of the first name Josephine	r=0.92	20yrs	302
Cognizant Technology Solutions' stock price (CTSH)	r=0.9	20yrs	301
Electricity generation in Jordan	r=0.93	19yrs	296
Natural cheese consumption	r=0.91	19yrs	292
Popularity of the first name Felix	r=0.92	20yrs	292
Annual US household spending on fresh fruits	r=0.91	20yrs	292
Edison International's stock price (EIX)	r=0.9	20yrs	291
Number of Lawyers in the United States	r=0.87	20yrs	289
Renewable energy production in Costa Rica	r=0.92	19yrs	284
Popularity of the first name Alina	r=0.92	20yrs	282
Annual US household spending on fresh vegetables	r=0.91	20yrs	282
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.91	19yrs	280
Intercontinental Exchange's stock price (ICE)	r=0.91	17yrs	280
Fossil fuel use in Cuba	r=0.92	19yrs	274
Popularity of the first name Georgia	r=0.92	20yrs	272
Annual US household spending on health insurance	r=0.91	20yrs	272
US dairy skim solids used to produce sour cream	r=0.91	19yrs	270
Ulta Beauty's stock price (ULTA)	r=0.91	15yrs	268
Electricity generation in Gibraltar	r=0.92	19yrs	264
Popularity of the first name August	r=0.92	20yrs	262
Annual US household spending on dairy products	r=0.9	20yrs	261
Electricity generation in Honduras	r=0.92	19yrs	254
Popularity of the first name Rowan	r=0.92	20yrs	252
Annual US household spending on fruits and vegetables	r=0.9	20yrs	251
Electricity generation in Kiribati	r=0.92	19yrs	244
The number of Breweries in the United States	r=0.87	20yrs	244
Popularity of the first name Eliana	r=0.92	20yrs	242
Annual US household spending on personal care products and services	r=0.9	20yrs	241
Hispanic cheese consumption	r=0.9	19yrs	238
The Walt Disney Company's stock price (DIS)	r=0.9	20yrs	236
Fossil fuel use in Senegal	r=0.92	19yrs	234
Popularity of the first name Ari	r=0.92	20yrs	232
Annual US household spending on education	r=0.9	18yrs	229
Fossil fuel use in Singapore	r=0.92	19yrs	224
American cheese consumption	r=0.88	19yrs	224
Popularity of the first name Delilah	r=0.92	20yrs	222
American-type cheese consumption	r=0.88	19yrs	214
Total geothermal power generated globally	r=0.91	19yrs	213
Popularity of the first name Marcelo	r=0.92	20yrs	212
Hydopower energy generated in Costa Rica	r=0.91	19yrs	203
Popularity of the first name Cecilia	r=0.91	20yrs	201
Electricity generation in Cuba	r=0.91	19yrs	193
Popularity of the first name Elias	r=0.91	20yrs	191
Electricity generation in Kuwait	r=0.91	19yrs	183
Popularity of the first name Esther	r=0.91	20yrs	181

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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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